id sid tid token lemma pos dad-11686 1 1 dialogue dialogue PROPN dad-11686 1 2 & & CCONJ dad-11686 1 3 discourse discourse PROPN dad-11686 1 4 13(2 13(2 PROPN dad-11686 1 5 ) ) PUNCT dad-11686 1 6 ( ( PUNCT dad-11686 1 7 2022 2022 NUM dad-11686 1 8 ) ) PUNCT dad-11686 1 9 1–48 1–48 NOUN dad-11686 1 10 doi doi NOUN dad-11686 1 11 : : PUNCT dad-11686 1 12 10.5210 10.5210 NUM dad-11686 1 13 / / SYM dad-11686 1 14 dad.2022.201 dad.2022.201 NOUN dad-11686 1 15 studying study VERB dad-11686 1 16 alignment alignment NOUN dad-11686 1 17 in in ADP dad-11686 1 18 a a DET dad-11686 1 19 collaborative collaborative ADJ dad-11686 1 20 learning learning NOUN dad-11686 1 21 activity activity NOUN dad-11686 1 22 via via ADP dad-11686 1 23 automatic automatic ADJ dad-11686 1 24 methods method NOUN dad-11686 1 25 : : PUNCT dad-11686 1 26 the the DET dad-11686 1 27 link link NOUN dad-11686 1 28 between between ADP dad-11686 1 29 what what PRON dad-11686 1 30 we we PRON dad-11686 1 31 say say VERB dad-11686 1 32 and and CCONJ dad-11686 1 33 do do VERB dad-11686 1 34 utku utku ADJ dad-11686 1 35 norman∗ norman∗ NOUN dad-11686 1 36 , , PUNCT dad-11686 1 37 utku.norman@epfl.ch utku.norman@epfl.ch NOUN dad-11686 1 38 chili chili NOUN dad-11686 1 39 lab lab NOUN dad-11686 1 40 , , PUNCT dad-11686 1 41 epfl epfl VERB dad-11686 1 42 , , PUNCT dad-11686 1 43 lausanne lausanne PROPN dad-11686 1 44 , , PUNCT dad-11686 1 45 switzerland switzerland PROPN dad-11686 1 46 tanvi tanvi PROPN dad-11686 1 47 dinkar∗,† dinkar∗,† PROPN dad-11686 1 48 t.dinkar@hw.ac.uk t.dinkar@hw.ac.uk PROPN dad-11686 1 49 ltci ltci PROPN dad-11686 1 50 , , PUNCT dad-11686 1 51 polytechnique polytechnique PROPN dad-11686 1 52 institute institute PROPN dad-11686 1 53 of of ADP dad-11686 1 54 paris paris PROPN dad-11686 1 55 , , PUNCT dad-11686 1 56 télécom télécom PROPN dad-11686 1 57 paris paris PROPN dad-11686 1 58 , , PUNCT dad-11686 1 59 paris paris PROPN dad-11686 1 60 , , PUNCT dad-11686 1 61 france† france† VERB dad-11686 1 62 barbara barbara PROPN dad-11686 1 63 bruno bruno PROPN dad-11686 1 64 barbara.bruno@epfl.ch barbara.bruno@epfl.ch PROPN dad-11686 1 65 chili chili NOUN dad-11686 1 66 lab lab NOUN dad-11686 1 67 , , PUNCT dad-11686 1 68 epfl epfl VERB dad-11686 1 69 , , PUNCT dad-11686 1 70 lausanne lausanne PROPN dad-11686 1 71 , , PUNCT dad-11686 1 72 switzerland switzerland PROPN dad-11686 1 73 chloé chloé NOUN dad-11686 1 74 clavel clavel PROPN dad-11686 1 75 chloe.clavel@telecom-paris.fr chloe.clavel@telecom-paris.fr PROPN dad-11686 1 76 ltci ltci PROPN dad-11686 1 77 , , PUNCT dad-11686 1 78 polytechnique polytechnique PROPN dad-11686 1 79 institute institute PROPN dad-11686 1 80 of of ADP dad-11686 1 81 paris paris PROPN dad-11686 1 82 , , PUNCT dad-11686 1 83 télécom télécom PROPN dad-11686 1 84 paris paris PROPN dad-11686 1 85 , , PUNCT dad-11686 1 86 paris paris PROPN dad-11686 1 87 , , PUNCT dad-11686 1 88 france france PROPN dad-11686 1 89 editor editor NOUN dad-11686 1 90 : : PUNCT dad-11686 1 91 kallirroi kallirroi NOUN dad-11686 1 92 georgila georgila PROPN dad-11686 1 93 submitted submit VERB dad-11686 1 94 06/2021 06/2021 NUM dad-11686 1 95 ; ; PUNCT dad-11686 1 96 accepted accept VERB dad-11686 1 97 07/2022 07/2022 NOUN dad-11686 1 98 ; ; PUNCT dad-11686 1 99 published publish VERB dad-11686 1 100 online online ADV dad-11686 1 101 08/2022 08/2022 NOUN dad-11686 1 102 abstract abstract NOUN dad-11686 1 103 a a DET dad-11686 1 104 dialogue dialogue NOUN dad-11686 1 105 is be AUX dad-11686 1 106 successful successful ADJ dad-11686 1 107 when when SCONJ dad-11686 1 108 there there PRON dad-11686 1 109 is be VERB dad-11686 1 110 alignment alignment NOUN dad-11686 1 111 between between ADP dad-11686 1 112 the the DET dad-11686 1 113 speakers speaker NOUN dad-11686 1 114 , , PUNCT dad-11686 1 115 at at ADP dad-11686 1 116 different different ADJ dad-11686 1 117 linguistic linguistic ADJ dad-11686 1 118 levels level NOUN dad-11686 1 119 . . PUNCT dad-11686 2 1 in in ADP dad-11686 2 2 this this DET dad-11686 2 3 work work NOUN dad-11686 2 4 , , PUNCT dad-11686 2 5 we we PRON dad-11686 2 6 consider consider VERB dad-11686 2 7 the the DET dad-11686 2 8 dialogue dialogue NOUN dad-11686 2 9 occurring occur VERB dad-11686 2 10 between between ADP dad-11686 2 11 interlocutors interlocutor NOUN dad-11686 2 12 engaged engage VERB dad-11686 2 13 in in ADP dad-11686 2 14 a a DET dad-11686 2 15 collaborative collaborative ADJ dad-11686 2 16 learning learning NOUN dad-11686 2 17 task task NOUN dad-11686 2 18 , , PUNCT dad-11686 2 19 where where SCONJ dad-11686 2 20 they they PRON dad-11686 2 21 are be AUX dad-11686 2 22 evaluated evaluate VERB dad-11686 2 23 on on ADP dad-11686 2 24 how how SCONJ dad-11686 2 25 well well ADV dad-11686 2 26 they they PRON dad-11686 2 27 performed perform VERB dad-11686 2 28 and and CCONJ dad-11686 2 29 how how SCONJ dad-11686 2 30 much much ADV dad-11686 2 31 they they PRON dad-11686 2 32 learnt learn VERB dad-11686 2 33 . . PUNCT dad-11686 3 1 our our PRON dad-11686 3 2 main main ADJ dad-11686 3 3 contribution contribution NOUN dad-11686 3 4 is be AUX dad-11686 3 5 to to PART dad-11686 3 6 propose propose VERB dad-11686 3 7 new new ADJ dad-11686 3 8 automatic automatic ADJ dad-11686 3 9 measures measure NOUN dad-11686 3 10 to to PART dad-11686 3 11 study study VERB dad-11686 3 12 alignment alignment NOUN dad-11686 3 13 ; ; PUNCT dad-11686 3 14 focusing focus VERB dad-11686 3 15 on on ADP dad-11686 3 16 lexical lexical ADJ dad-11686 3 17 alignment alignment NOUN dad-11686 3 18 , , PUNCT dad-11686 3 19 and and CCONJ dad-11686 3 20 a a DET dad-11686 3 21 new new ADJ dad-11686 3 22 alignment alignment NOUN dad-11686 3 23 context context NOUN dad-11686 3 24 that that SCONJ dad-11686 3 25 we we PRON dad-11686 3 26 introduce introduce VERB dad-11686 3 27 termed term VERB dad-11686 3 28 as as ADP dad-11686 3 29 behavioural behavioural ADJ dad-11686 3 30 alignment alignment NOUN dad-11686 3 31 ( ( PUNCT dad-11686 3 32 when when SCONJ dad-11686 3 33 an an DET dad-11686 3 34 instruction instruction NOUN dad-11686 3 35 given give VERB dad-11686 3 36 by by ADP dad-11686 3 37 one one NUM dad-11686 3 38 interlocutor interlocutor NOUN dad-11686 3 39 was be AUX dad-11686 3 40 followed follow VERB dad-11686 3 41 with with ADP dad-11686 3 42 concrete concrete ADJ dad-11686 3 43 actions action NOUN dad-11686 3 44 in in ADP dad-11686 3 45 a a DET dad-11686 3 46 physical physical ADJ dad-11686 3 47 environment environment NOUN dad-11686 3 48 by by ADP dad-11686 3 49 another another PRON dad-11686 3 50 ) ) PUNCT dad-11686 3 51 . . PUNCT dad-11686 4 1 thus thus ADV dad-11686 4 2 we we PRON dad-11686 4 3 propose propose VERB dad-11686 4 4 methodologies methodology NOUN dad-11686 4 5 to to PART dad-11686 4 6 create create VERB dad-11686 4 7 a a DET dad-11686 4 8 link link NOUN dad-11686 4 9 between between ADP dad-11686 4 10 what what PRON dad-11686 4 11 was be AUX dad-11686 4 12 said say VERB dad-11686 4 13 , , PUNCT dad-11686 4 14 and and CCONJ dad-11686 4 15 what what PRON dad-11686 4 16 was be AUX dad-11686 4 17 done do VERB dad-11686 4 18 as as ADP dad-11686 4 19 a a DET dad-11686 4 20 consequence consequence NOUN dad-11686 4 21 . . PUNCT dad-11686 5 1 to to PART dad-11686 5 2 do do VERB dad-11686 5 3 so so ADV dad-11686 5 4 , , PUNCT dad-11686 5 5 we we PRON dad-11686 5 6 focus focus VERB dad-11686 5 7 on on ADP dad-11686 5 8 expressions expression NOUN dad-11686 5 9 related relate VERB dad-11686 5 10 to to ADP dad-11686 5 11 the the DET dad-11686 5 12 task task NOUN dad-11686 5 13 in in ADP dad-11686 5 14 the the DET dad-11686 5 15 situated situated ADJ dad-11686 5 16 activity activity NOUN dad-11686 5 17 . . PUNCT dad-11686 6 1 these these DET dad-11686 6 2 expressions expression NOUN dad-11686 6 3 are be AUX dad-11686 6 4 minimally minimally ADV dad-11686 6 5 required require VERB dad-11686 6 6 by by ADP dad-11686 6 7 the the DET dad-11686 6 8 interlocutors interlocutor NOUN dad-11686 6 9 to to PART dad-11686 6 10 make make VERB dad-11686 6 11 progress progress NOUN dad-11686 6 12 in in ADP dad-11686 6 13 the the DET dad-11686 6 14 task task NOUN dad-11686 6 15 . . PUNCT dad-11686 7 1 we we PRON dad-11686 7 2 then then ADV dad-11686 7 3 observe observe VERB dad-11686 7 4 how how SCONJ dad-11686 7 5 these these DET dad-11686 7 6 local local ADJ dad-11686 7 7 alignment alignment NOUN dad-11686 7 8 contexts context NOUN dad-11686 7 9 build build VERB dad-11686 7 10 to to ADP dad-11686 7 11 dialogue dialogue NOUN dad-11686 7 12 level level NOUN dad-11686 7 13 phenomena phenomenon NOUN dad-11686 7 14 ; ; PUNCT dad-11686 7 15 success success NOUN dad-11686 7 16 in in ADP dad-11686 7 17 the the DET dad-11686 7 18 task task NOUN dad-11686 7 19 . . PUNCT dad-11686 8 1 what what PRON dad-11686 8 2 distinguishes distinguish VERB dad-11686 8 3 our our PRON dad-11686 8 4 approach approach NOUN dad-11686 8 5 from from ADP dad-11686 8 6 other other ADJ dad-11686 8 7 works work NOUN dad-11686 8 8 , , PUNCT dad-11686 8 9 is be AUX dad-11686 8 10 the the DET dad-11686 8 11 treatment treatment NOUN dad-11686 8 12 of of ADP dad-11686 8 13 alignment alignment NOUN dad-11686 8 14 as as ADP dad-11686 8 15 a a DET dad-11686 8 16 procedure procedure NOUN dad-11686 8 17 that that PRON dad-11686 8 18 occurs occur VERB dad-11686 8 19 in in ADP dad-11686 8 20 stages stage NOUN dad-11686 8 21 . . PUNCT dad-11686 9 1 since since SCONJ dad-11686 9 2 we we PRON dad-11686 9 3 utilise utilise VERB dad-11686 9 4 a a DET dad-11686 9 5 dataset dataset NOUN dad-11686 9 6 of of ADP dad-11686 9 7 spontaneous spontaneous ADJ dad-11686 9 8 speech speech NOUN dad-11686 9 9 dialogues dialogue NOUN dad-11686 9 10 elicited elicit VERB dad-11686 9 11 from from ADP dad-11686 9 12 children child NOUN dad-11686 9 13 , , PUNCT dad-11686 9 14 a a DET dad-11686 9 15 second second ADJ dad-11686 9 16 contribution contribution NOUN dad-11686 9 17 of of ADP dad-11686 9 18 our our PRON dad-11686 9 19 work work NOUN dad-11686 9 20 is be AUX dad-11686 9 21 to to PART dad-11686 9 22 study study VERB dad-11686 9 23 how how SCONJ dad-11686 9 24 spontaneous spontaneous ADJ dad-11686 9 25 speech speech NOUN dad-11686 9 26 phenomena phenomenon NOUN dad-11686 9 27 ( ( PUNCT dad-11686 9 28 such such ADJ dad-11686 9 29 as as ADP dad-11686 9 30 when when SCONJ dad-11686 9 31 interlocutors interlocutor NOUN dad-11686 9 32 say say VERB dad-11686 9 33 “ " PUNCT dad-11686 9 34 uh uh INTJ dad-11686 9 35 ” " PUNCT dad-11686 9 36 , , PUNCT dad-11686 9 37 “ " PUNCT dad-11686 9 38 oh oh INTJ dad-11686 9 39 ” " PUNCT dad-11686 9 40 . . PUNCT dad-11686 9 41 . . PUNCT dad-11686 9 42 . . PUNCT dad-11686 10 1 ) ) PUNCT dad-11686 10 2 are be AUX dad-11686 10 3 used use VERB dad-11686 10 4 in in ADP dad-11686 10 5 the the DET dad-11686 10 6 process process NOUN dad-11686 10 7 of of ADP dad-11686 10 8 alignment alignment NOUN dad-11686 10 9 . . PUNCT dad-11686 11 1 lastly lastly ADV dad-11686 11 2 , , PUNCT dad-11686 11 3 we we PRON dad-11686 11 4 make make VERB dad-11686 11 5 public public ADJ dad-11686 11 6 the the DET dad-11686 11 7 dataset1 dataset1 NOUN dad-11686 11 8 to to PART dad-11686 11 9 study study VERB dad-11686 11 10 alignment alignment NOUN dad-11686 11 11 in in ADP dad-11686 11 12 educational educational ADJ dad-11686 11 13 dialogues dialogue NOUN dad-11686 11 14 . . PUNCT dad-11686 12 1 our our PRON dad-11686 12 2 results result NOUN dad-11686 12 3 show show VERB dad-11686 12 4 that that SCONJ dad-11686 12 5 all all DET dad-11686 12 6 teams team NOUN dad-11686 12 7 lexically lexically ADV dad-11686 12 8 and and CCONJ dad-11686 12 9 behaviourally behaviourally ADV dad-11686 12 10 align align VERB dad-11686 12 11 to to ADP dad-11686 12 12 some some DET dad-11686 12 13 degree degree NOUN dad-11686 12 14 regardless regardless ADV dad-11686 12 15 of of ADP dad-11686 12 16 their their PRON dad-11686 12 17 performance performance NOUN dad-11686 12 18 and and CCONJ dad-11686 12 19 learning learning NOUN dad-11686 12 20 , , PUNCT dad-11686 12 21 and and CCONJ dad-11686 12 22 our our PRON dad-11686 12 23 measures measure NOUN dad-11686 12 24 capture capture VERB dad-11686 12 25 that that SCONJ dad-11686 12 26 teams team NOUN dad-11686 12 27 that that PRON dad-11686 12 28 did do AUX dad-11686 12 29 not not PART dad-11686 12 30 succeed succeed VERB dad-11686 12 31 in in ADP dad-11686 12 32 the the DET dad-11686 12 33 task task NOUN dad-11686 12 34 were be AUX dad-11686 12 35 simply simply ADV dad-11686 12 36 slower slow ADJ dad-11686 12 37 to to PART dad-11686 12 38 collaborate collaborate VERB dad-11686 12 39 . . PUNCT dad-11686 13 1 thus thus ADV dad-11686 13 2 we we PRON dad-11686 13 3 find find VERB dad-11686 13 4 that that SCONJ dad-11686 13 5 teams team NOUN dad-11686 13 6 that that PRON dad-11686 13 7 performed perform VERB dad-11686 13 8 better well ADV dad-11686 13 9 , , PUNCT dad-11686 13 10 were be AUX dad-11686 13 11 faster fast ADJ dad-11686 13 12 to to PART dad-11686 13 13 align align VERB dad-11686 13 14 . . PUNCT dad-11686 14 1 furthermore furthermore ADV dad-11686 14 2 , , PUNCT dad-11686 14 3 our our PRON dad-11686 14 4 methodology methodology NOUN dad-11686 14 5 captures capture VERB dad-11686 14 6 a a DET dad-11686 14 7 productive productive ADJ dad-11686 14 8 , , PUNCT dad-11686 14 9 collaborative collaborative ADJ dad-11686 14 10 period period NOUN dad-11686 14 11 that that PRON dad-11686 14 12 includes include VERB dad-11686 14 13 the the DET dad-11686 14 14 time time NOUN dad-11686 14 15 where where SCONJ dad-11686 14 16 the the DET dad-11686 14 17 interlocutors interlocutor NOUN dad-11686 14 18 came come VERB dad-11686 14 19 up up ADP dad-11686 14 20 with with ADP dad-11686 14 21 their their PRON dad-11686 14 22 best good ADJ dad-11686 14 23 solutions solution NOUN dad-11686 14 24 . . PUNCT dad-11686 15 1 we we PRON dad-11686 15 2 also also ADV dad-11686 15 3 find find VERB dad-11686 15 4 that that SCONJ dad-11686 15 5 well well ADV dad-11686 15 6 - - PUNCT dad-11686 15 7 performing perform VERB dad-11686 15 8 teams team NOUN dad-11686 15 9 verbalise verbalise VERB dad-11686 15 10 the the DET dad-11686 15 11 marker marker NOUN dad-11686 15 12 “ " PUNCT dad-11686 15 13 oh oh INTJ dad-11686 15 14 ” " PUNCT dad-11686 15 15 more more ADJ dad-11686 15 16 when when SCONJ dad-11686 15 17 they they PRON dad-11686 15 18 are be AUX dad-11686 15 19 behaviourally behaviourally ADV dad-11686 15 20 aligned align VERB dad-11686 15 21 , , PUNCT dad-11686 15 22 compared compare VERB dad-11686 15 23 to to ADP dad-11686 15 24 other other ADJ dad-11686 15 25 times time NOUN dad-11686 15 26 in in ADP dad-11686 15 27 the the DET dad-11686 15 28 dialogue dialogue NOUN dad-11686 15 29 ; ; PUNCT dad-11686 15 30 showing show VERB dad-11686 15 31 that that SCONJ dad-11686 15 32 this this DET dad-11686 15 33 marker marker NOUN dad-11686 15 34 is be AUX dad-11686 15 35 an an DET dad-11686 15 36 important important ADJ dad-11686 15 37 cue cue NOUN dad-11686 15 38 in in ADP dad-11686 15 39 alignment alignment NOUN dad-11686 15 40 . . PUNCT dad-11686 16 1 to to ADP dad-11686 16 2 the the DET dad-11686 16 3 best good ADJ dad-11686 16 4 of of ADP dad-11686 16 5 our our PRON dad-11686 16 6 knowledge knowledge NOUN dad-11686 16 7 , , PUNCT dad-11686 16 8 we we PRON dad-11686 16 9 are be AUX dad-11686 16 10 ∗the ∗the DET dad-11686 16 11 authors author NOUN dad-11686 16 12 contributed contribute VERB dad-11686 16 13 equally equally ADV dad-11686 16 14 to to ADP dad-11686 16 15 this this DET dad-11686 16 16 research research NOUN dad-11686 16 17 . . PUNCT dad-11686 17 1 †present †present NOUN dad-11686 17 2 address address NOUN dad-11686 17 3 : : PUNCT dad-11686 17 4 interaction interaction NOUN dad-11686 17 5 lab lab NOUN dad-11686 17 6 , , PUNCT dad-11686 17 7 heriot heriot NOUN dad-11686 17 8 - - PUNCT dad-11686 17 9 watt watt NOUN dad-11686 17 10 university university PROPN dad-11686 17 11 , , PUNCT dad-11686 17 12 edinburgh edinburgh PROPN dad-11686 17 13 , , PUNCT dad-11686 17 14 uk uk PROPN dad-11686 17 15 1the 1the PROPN dad-11686 17 16 anonymised anonymise VERB dad-11686 17 17 “ " PUNCT dad-11686 17 18 dataset dataset NOUN dad-11686 17 19 ” " PUNCT dad-11686 17 20 ( ( PUNCT dad-11686 17 21 justhink justhink NOUN dad-11686 17 22 alignment alignment NOUN dad-11686 17 23 dataset dataset NOUN dad-11686 17 24 ) ) PUNCT dad-11686 17 25 consisting consist VERB dad-11686 17 26 of of ADP dad-11686 17 27 transcripts transcript NOUN dad-11686 17 28 , , PUNCT dad-11686 17 29 logs log NOUN dad-11686 17 30 , , PUNCT dad-11686 17 31 and and CCONJ dad-11686 17 32 responses response NOUN dad-11686 17 33 to to ADP dad-11686 17 34 the the DET dad-11686 17 35 pre pre NOUN dad-11686 17 36 - - NOUN dad-11686 17 37 test test NOUN dad-11686 17 38 and and CCONJ dad-11686 17 39 the the DET dad-11686 17 40 post post NOUN dad-11686 17 41 - - NOUN dad-11686 17 42 test test NOUN dad-11686 17 43 , , PUNCT dad-11686 17 44 as as ADV dad-11686 17 45 well well ADV dad-11686 17 46 as as ADP dad-11686 17 47 the the DET dad-11686 17 48 description description NOUN dad-11686 17 49 of of ADP dad-11686 17 50 the the DET dad-11686 17 51 network network NOUN dad-11686 17 52 in in ADP dad-11686 17 53 the the DET dad-11686 17 54 activity activity NOUN dad-11686 17 55 , , PUNCT dad-11686 17 56 and and CCONJ dad-11686 17 57 “ " PUNCT dad-11686 17 58 tools tool NOUN dad-11686 17 59 ” " PUNCT dad-11686 17 60 for for ADP dad-11686 17 61 our our PRON dad-11686 17 62 analyses analysis NOUN dad-11686 17 63 in in ADP dad-11686 17 64 this this DET dad-11686 17 65 paper paper NOUN dad-11686 17 66 ( ( PUNCT dad-11686 17 67 justhink justhink NOUN dad-11686 17 68 alignment alignment NOUN dad-11686 17 69 analysis analysis NOUN dad-11686 17 70 ) ) PUNCT dad-11686 17 71 , , PUNCT dad-11686 17 72 are be AUX dad-11686 17 73 publicly publicly ADV dad-11686 17 74 available available ADJ dad-11686 17 75 online online ADV dad-11686 17 76 , , PUNCT dad-11686 17 77 from from ADP dad-11686 17 78 the the DET dad-11686 17 79 zenodo zenodo PROPN dad-11686 17 80 repositories repository NOUN dad-11686 17 81 doi doi NOUN dad-11686 17 82 : : PUNCT dad-11686 17 83 10.5281 10.5281 NUM dad-11686 17 84 / / SYM dad-11686 17 85 zenodo.4627104 zenodo.4627104 PROPN dad-11686 17 86 for for ADP dad-11686 17 87 the the DET dad-11686 17 88 dataset dataset NOUN dad-11686 17 89 , , PUNCT dad-11686 17 90 and and CCONJ dad-11686 17 91 doi doi NOUN dad-11686 17 92 : : PUNCT dad-11686 17 93 10.5281 10.5281 NUM dad-11686 17 94 / / SYM dad-11686 17 95 zenodo.4675070 zenodo.4675070 NOUN dad-11686 17 96 for for ADP dad-11686 17 97 the the DET dad-11686 17 98 tools tool NOUN dad-11686 17 99 . . PUNCT dad-11686 18 1 © © ADJ dad-11686 18 2 2022 2022 NUM dad-11686 18 3 utku utku ADJ dad-11686 18 4 norman∗ norman∗ NOUN dad-11686 18 5 , , PUNCT dad-11686 18 6 tanvi tanvi NOUN dad-11686 18 7 dinkar∗ dinkar∗ NOUN dad-11686 18 8 , , PUNCT dad-11686 18 9 barbara barbara PROPN dad-11686 18 10 bruno bruno PROPN dad-11686 18 11 , , PUNCT dad-11686 18 12 and and CCONJ dad-11686 18 13 chloé chloé VERB dad-11686 18 14 clavel clavel ADV dad-11686 18 15 this this PRON dad-11686 18 16 is be AUX dad-11686 18 17 an an DET dad-11686 18 18 open open ADJ dad-11686 18 19 - - PUNCT dad-11686 18 20 access access NOUN dad-11686 18 21 article article NOUN dad-11686 18 22 distributed distribute VERB dad-11686 18 23 under under ADP dad-11686 18 24 the the DET dad-11686 18 25 terms term NOUN dad-11686 18 26 of of ADP dad-11686 18 27 a a DET dad-11686 18 28 creative creative ADJ dad-11686 18 29 commons common NOUN dad-11686 18 30 attribution attribution NOUN dad-11686 18 31 license license NOUN dad-11686 18 32 ( ( PUNCT dad-11686 18 33 http http NOUN dad-11686 18 34 : : PUNCT dad-11686 18 35 //creativecommons.org //creativecommons.org SYM dad-11686 18 36 / / SYM dad-11686 18 37 licenses license NOUN dad-11686 18 38 / / SYM dad-11686 18 39 by/3.0/ by/3.0/ NOUN dad-11686 18 40 ) ) PUNCT dad-11686 18 41 . . PUNCT dad-11686 19 1 https://orcid.org/0000-0002-6802-1444 https://orcid.org/0000-0002-6802-1444 PROPN dad-11686 19 2 mailto:utku.norman@epfl.ch mailto:utku.norman@epfl.ch PROPN dad-11686 19 3 mailto:t.dinkar@hw.ac.uk mailto:t.dinkar@hw.ac.uk PROPN dad-11686 19 4 https://orcid.org/0000-0003-0953-7173 https://orcid.org/0000-0003-0953-7173 PROPN dad-11686 19 5 mailto:barbara.bruno@epfl.ch mailto:barbara.bruno@epfl.ch PROPN dad-11686 19 6 https://orcid.org/0000-0003-4850-3398 https://orcid.org/0000-0003-4850-3398 PROPN dad-11686 19 7 mailto:chloe.clavel@telecom-paris.fr mailto:chloe.clavel@telecom-paris.fr PROPN dad-11686 19 8 http://doi.org/10.5281/zenodo.4627104 http://doi.org/10.5281/zenodo.4627104 NOUN dad-11686 19 9 http://doi.org/10.5281/zenodo.4627104 http://doi.org/10.5281/zenodo.4627104 PRON dad-11686 19 10 http://doi.org/10.5281/zenodo.4675070 http://doi.org/10.5281/zenodo.4675070 VERB dad-11686 19 11 utku utku ADJ dad-11686 19 12 norman∗ norman∗ NOUN dad-11686 19 13 , , PUNCT dad-11686 19 14 tanvi tanvi NOUN dad-11686 19 15 dinkar∗ dinkar∗ NOUN dad-11686 19 16 , , PUNCT dad-11686 19 17 barbara barbara PROPN dad-11686 19 18 bruno bruno PROPN dad-11686 19 19 , , PUNCT dad-11686 19 20 and and CCONJ dad-11686 19 21 chloé chloé VERB dad-11686 19 22 clavel clavel VERB dad-11686 19 23 the the DET dad-11686 19 24 first first ADJ dad-11686 19 25 to to PART dad-11686 19 26 study study VERB dad-11686 19 27 the the DET dad-11686 19 28 role role NOUN dad-11686 19 29 of of ADP dad-11686 19 30 “ " PUNCT dad-11686 19 31 oh oh INTJ dad-11686 19 32 ” " PUNCT dad-11686 19 33 as as ADP dad-11686 19 34 an an DET dad-11686 19 35 information information NOUN dad-11686 19 36 management management NOUN dad-11686 19 37 marker marker NOUN dad-11686 19 38 in in ADP dad-11686 19 39 a a DET dad-11686 19 40 behavioural behavioural ADJ dad-11686 19 41 context context NOUN dad-11686 19 42 ( ( PUNCT dad-11686 19 43 i.e. i.e. X dad-11686 19 44 in in ADP dad-11686 19 45 connection connection NOUN dad-11686 19 46 to to ADP dad-11686 19 47 actions action NOUN dad-11686 19 48 taken take VERB dad-11686 19 49 in in ADP dad-11686 19 50 a a DET dad-11686 19 51 physical physical ADJ dad-11686 19 52 environment environment NOUN dad-11686 19 53 ) ) PUNCT dad-11686 19 54 , , PUNCT dad-11686 19 55 compared compare VERB dad-11686 19 56 to to ADP dad-11686 19 57 only only ADV dad-11686 19 58 a a DET dad-11686 19 59 verbal verbal ADJ dad-11686 19 60 one one NUM dad-11686 19 61 . . PUNCT dad-11686 20 1 our our PRON dad-11686 20 2 measures measure NOUN dad-11686 20 3 contribute contribute VERB dad-11686 20 4 to to ADP dad-11686 20 5 the the DET dad-11686 20 6 research research NOUN dad-11686 20 7 in in ADP dad-11686 20 8 the the DET dad-11686 20 9 field field NOUN dad-11686 20 10 of of ADP dad-11686 20 11 educational educational ADJ dad-11686 20 12 dialogue dialogue NOUN dad-11686 20 13 and and CCONJ dad-11686 20 14 the the DET dad-11686 20 15 intersection intersection NOUN dad-11686 20 16 between between ADP dad-11686 20 17 dialogue dialogue NOUN dad-11686 20 18 and and CCONJ dad-11686 20 19 collaborative collaborative ADJ dad-11686 20 20 learning learning NOUN dad-11686 20 21 research research NOUN dad-11686 20 22 . . PUNCT dad-11686 21 1 keywords keyword NOUN dad-11686 21 2 : : PUNCT dad-11686 21 3 alignment alignment NOUN dad-11686 21 4 ; ; PUNCT dad-11686 21 5 collaborative collaborative ADJ dad-11686 21 6 learning learning NOUN dad-11686 21 7 ; ; PUNCT dad-11686 21 8 educational educational ADJ dad-11686 21 9 dialogue dialogue NOUN dad-11686 21 10 ; ; PUNCT dad-11686 21 11 spontaneous spontaneous ADJ dad-11686 21 12 speech speech NOUN dad-11686 21 13 1 1 NUM dad-11686 21 14 . . PUNCT dad-11686 21 15 introduction introduction NOUN dad-11686 21 16 collaboration collaboration NOUN dad-11686 21 17 occurs occur VERB dad-11686 21 18 in in ADP dad-11686 21 19 a a DET dad-11686 21 20 situation situation NOUN dad-11686 21 21 in in ADP dad-11686 21 22 which which PRON dad-11686 21 23 individuals individual NOUN dad-11686 21 24 work work VERB dad-11686 21 25 together together ADV dad-11686 21 26 as as ADP dad-11686 21 27 members member NOUN dad-11686 21 28 of of ADP dad-11686 21 29 a a DET dad-11686 21 30 group group NOUN dad-11686 21 31 in in ADP dad-11686 21 32 order order NOUN dad-11686 21 33 to to PART dad-11686 21 34 solve solve VERB dad-11686 21 35 a a DET dad-11686 21 36 problem problem NOUN dad-11686 21 37 ( ( PUNCT dad-11686 21 38 roschelle roschelle NOUN dad-11686 21 39 and and CCONJ dad-11686 21 40 teasley teasley NOUN dad-11686 21 41 , , PUNCT dad-11686 21 42 1995 1995 NUM dad-11686 21 43 ) ) PUNCT dad-11686 21 44 . . PUNCT dad-11686 22 1 in in ADP dad-11686 22 2 a a DET dad-11686 22 3 collaborative collaborative ADJ dad-11686 22 4 activity activity NOUN dad-11686 22 5 , , PUNCT dad-11686 22 6 members member NOUN dad-11686 22 7 build build VERB dad-11686 22 8 shared share VERB dad-11686 22 9 , , PUNCT dad-11686 22 10 abstract abstract ADJ dad-11686 22 11 representations representation NOUN dad-11686 22 12 of of ADP dad-11686 22 13 the the DET dad-11686 22 14 problem problem NOUN dad-11686 22 15 at at ADP dad-11686 22 16 hand hand NOUN dad-11686 22 17 ( ( PUNCT dad-11686 22 18 schwartz schwartz NOUN dad-11686 22 19 , , PUNCT dad-11686 22 20 1995 1995 NUM dad-11686 22 21 ) ) PUNCT dad-11686 22 22 . . PUNCT dad-11686 23 1 when when SCONJ dad-11686 23 2 a a DET dad-11686 23 3 collaborative collaborative ADJ dad-11686 23 4 activity activity NOUN dad-11686 23 5 is be AUX dad-11686 23 6 in in ADP dad-11686 23 7 an an DET dad-11686 23 8 educational educational ADJ dad-11686 23 9 setting setting NOUN dad-11686 23 10 , , PUNCT dad-11686 23 11 it it PRON dad-11686 23 12 is be AUX dad-11686 23 13 termed term VERB dad-11686 23 14 as as ADP dad-11686 23 15 collaborative collaborative ADJ dad-11686 23 16 learning learning NOUN dad-11686 23 17 : : PUNCT dad-11686 23 18 where where SCONJ dad-11686 23 19 individuals individual NOUN dad-11686 23 20 ‘ ' PUNCT dad-11686 23 21 learn learn VERB dad-11686 23 22 ’ ' PUNCT dad-11686 23 23 together together ADV dad-11686 23 24 . . PUNCT dad-11686 24 1 the the DET dad-11686 24 2 group group NOUN dad-11686 24 3 interactions interaction NOUN dad-11686 24 4 in in ADP dad-11686 24 5 collaborative collaborative ADJ dad-11686 24 6 learning learning NOUN dad-11686 24 7 are be AUX dad-11686 24 8 expected expect VERB dad-11686 24 9 to to PART dad-11686 24 10 activate activate VERB dad-11686 24 11 mechanisms mechanism NOUN dad-11686 24 12 that that PRON dad-11686 24 13 would would AUX dad-11686 24 14 bring bring VERB dad-11686 24 15 about about ADP dad-11686 24 16 learning learn VERB dad-11686 24 17 , , PUNCT dad-11686 24 18 although although SCONJ dad-11686 24 19 there there PRON dad-11686 24 20 is be VERB dad-11686 24 21 no no DET dad-11686 24 22 guarantee guarantee NOUN dad-11686 24 23 that that SCONJ dad-11686 24 24 these these DET dad-11686 24 25 beneficial beneficial ADJ dad-11686 24 26 interactions interaction NOUN dad-11686 24 27 will will AUX dad-11686 24 28 happen happen VERB dad-11686 24 29 ( ( PUNCT dad-11686 24 30 dillenbourg dillenbourg NOUN dad-11686 24 31 , , PUNCT dad-11686 24 32 1999 1999 NUM dad-11686 24 33 ) ) PUNCT dad-11686 24 34 . . PUNCT dad-11686 25 1 on on ADP dad-11686 25 2 the the DET dad-11686 25 3 other other ADJ dad-11686 25 4 hand hand NOUN dad-11686 25 5 , , PUNCT dad-11686 25 6 there there PRON dad-11686 25 7 are be VERB dad-11686 25 8 studies study NOUN dad-11686 25 9 that that PRON dad-11686 25 10 do do AUX dad-11686 25 11 not not PART dad-11686 25 12 focus focus VERB dad-11686 25 13 on on ADP dad-11686 25 14 educational educational ADJ dad-11686 25 15 goals goal NOUN dad-11686 25 16 , , PUNCT dad-11686 25 17 but but CCONJ dad-11686 25 18 on on ADP dad-11686 25 19 how how SCONJ dad-11686 25 20 humans human NOUN dad-11686 25 21 understand understand VERB dad-11686 25 22 each each DET dad-11686 25 23 other other ADJ dad-11686 25 24 by by ADP dad-11686 25 25 analysing analyse VERB dad-11686 25 26 human human ADJ dad-11686 25 27 - - PUNCT dad-11686 25 28 human human ADJ dad-11686 25 29 dialogues dialogue NOUN dad-11686 25 30 . . PUNCT dad-11686 26 1 similar similar ADJ dad-11686 26 2 to to ADP dad-11686 26 3 understanding understand VERB dad-11686 26 4 group group NOUN dad-11686 26 5 processes process NOUN dad-11686 26 6 in in ADP dad-11686 26 7 collaborative collaborative ADJ dad-11686 26 8 learning learning NOUN dad-11686 26 9 , , PUNCT dad-11686 26 10 studying study VERB dad-11686 26 11 a a DET dad-11686 26 12 dialogue dialogue NOUN dad-11686 26 13 is be AUX dad-11686 26 14 challenging challenging ADJ dad-11686 26 15 ; ; PUNCT dad-11686 26 16 as as ADV dad-11686 26 17 rather rather ADV dad-11686 26 18 than than ADP dad-11686 26 19 an an DET dad-11686 26 20 individual individual ADJ dad-11686 26 21 effort effort NOUN dad-11686 26 22 , , PUNCT dad-11686 26 23 a a DET dad-11686 26 24 dialogue dialogue NOUN dad-11686 26 25 is be AUX dad-11686 26 26 an an DET dad-11686 26 27 interaction interaction NOUN dad-11686 26 28 between between ADP dad-11686 26 29 two two NUM dad-11686 26 30 or or CCONJ dad-11686 26 31 more more ADJ dad-11686 26 32 people people NOUN dad-11686 26 33 , , PUNCT dad-11686 26 34 i.e. i.e. X dad-11686 26 35 interlocutors interlocutor NOUN dad-11686 26 36 ( ( PUNCT dad-11686 26 37 clark clark PROPN dad-11686 26 38 and and CCONJ dad-11686 26 39 wilkes wilkes PROPN dad-11686 26 40 - - PUNCT dad-11686 26 41 gibbs gibbs PROPN dad-11686 26 42 , , PUNCT dad-11686 26 43 1986 1986 NUM dad-11686 26 44 ) ) PUNCT dad-11686 26 45 . . PUNCT dad-11686 27 1 interlocutors interlocutor NOUN dad-11686 27 2 ideally ideally ADV dad-11686 27 3 take take VERB dad-11686 27 4 turns turn NOUN dad-11686 27 5 to to PART dad-11686 27 6 try try VERB dad-11686 27 7 to to PART dad-11686 27 8 reach reach VERB dad-11686 27 9 a a DET dad-11686 27 10 common common ADJ dad-11686 27 11 or or CCONJ dad-11686 27 12 mutual mutual ADJ dad-11686 27 13 understanding understanding NOUN dad-11686 27 14 ( ( PUNCT dad-11686 27 15 clark clark NOUN dad-11686 27 16 and and CCONJ dad-11686 27 17 schaefer schaefer PROPN dad-11686 27 18 , , PUNCT dad-11686 27 19 1989 1989 NUM dad-11686 27 20 ) ) PUNCT dad-11686 27 21 . . PUNCT dad-11686 28 1 often often ADV dad-11686 28 2 , , PUNCT dad-11686 28 3 works work VERB dad-11686 28 4 that that PRON dad-11686 28 5 study study VERB dad-11686 28 6 mutual mutual ADJ dad-11686 28 7 understanding understanding NOUN dad-11686 28 8 largely largely ADV dad-11686 28 9 consider consider VERB dad-11686 28 10 dialogues dialogue NOUN dad-11686 28 11 amongst amongst ADP dad-11686 28 12 adult adult NOUN dad-11686 28 13 interlocutors interlocutor NOUN dad-11686 28 14 solving solve VERB dad-11686 28 15 a a DET dad-11686 28 16 problem problem NOUN dad-11686 28 17 together together ADV dad-11686 28 18 e.g. e.g. ADV dad-11686 28 19 in in ADP dad-11686 28 20 garrod garrod PROPN dad-11686 28 21 and and CCONJ dad-11686 28 22 anderson anderson PROPN dad-11686 28 23 ( ( PUNCT dad-11686 28 24 1987 1987 NUM dad-11686 28 25 ) ) PUNCT dad-11686 28 26 ; ; PUNCT dad-11686 28 27 fusaroli fusaroli NOUN dad-11686 28 28 and and CCONJ dad-11686 28 29 tylén tylén PROPN dad-11686 28 30 ( ( PUNCT dad-11686 28 31 2016 2016 NUM dad-11686 28 32 ) ) PUNCT dad-11686 28 33 , , PUNCT dad-11686 28 34 without without ADP dad-11686 28 35 the the DET dad-11686 28 36 added add VERB dad-11686 28 37 dimension dimension NOUN dad-11686 28 38 of of ADP dad-11686 28 39 a a DET dad-11686 28 40 learning learn VERB dad-11686 28 41 goal goal NOUN dad-11686 28 42 . . PUNCT dad-11686 29 1 however however ADV dad-11686 29 2 , , PUNCT dad-11686 29 3 task task NOUN dad-11686 29 4 performance performance NOUN dad-11686 29 5 is be AUX dad-11686 29 6 not not PART dad-11686 29 7 always always ADV dad-11686 29 8 positively positively ADV dad-11686 29 9 correlated correlate VERB dad-11686 29 10 with with ADP dad-11686 29 11 learning learn VERB dad-11686 29 12 outcomes outcome NOUN dad-11686 29 13 , , PUNCT dad-11686 29 14 as as SCONJ dad-11686 29 15 a a DET dad-11686 29 16 student student NOUN dad-11686 29 17 can can AUX dad-11686 29 18 fail fail VERB dad-11686 29 19 in in ADP dad-11686 29 20 the the DET dad-11686 29 21 task task NOUN dad-11686 29 22 but but CCONJ dad-11686 29 23 learn learn VERB dad-11686 29 24 from from ADP dad-11686 29 25 it it PRON dad-11686 29 26 ( ( PUNCT dad-11686 29 27 even even ADV dad-11686 29 28 learn learn VERB dad-11686 29 29 from from ADP dad-11686 29 30 failure failure NOUN dad-11686 29 31 , , PUNCT dad-11686 29 32 as as ADP dad-11686 29 33 in in ADP dad-11686 29 34 “ " PUNCT dad-11686 29 35 productive productive ADJ dad-11686 29 36 failure failure NOUN dad-11686 29 37 ” " PUNCT dad-11686 29 38 ( ( PUNCT dad-11686 29 39 kapur kapur PROPN dad-11686 29 40 , , PUNCT dad-11686 29 41 2008 2008 NUM dad-11686 29 42 ; ; PUNCT dad-11686 29 43 kapur kapur PROPN dad-11686 29 44 and and CCONJ dad-11686 29 45 bielaczyc bielaczyc PROPN dad-11686 29 46 , , PUNCT dad-11686 29 47 2012 2012 NUM dad-11686 29 48 ) ) PUNCT dad-11686 29 49 ) ) PUNCT dad-11686 29 50 and and CCONJ dad-11686 29 51 perform perform VERB dad-11686 29 52 well well ADV dad-11686 29 53 in in ADP dad-11686 29 54 the the DET dad-11686 29 55 task task NOUN dad-11686 29 56 but but CCONJ dad-11686 29 57 not not PART dad-11686 29 58 learn learn VERB dad-11686 29 59 from from ADP dad-11686 29 60 it it PRON dad-11686 29 61 ( ( PUNCT dad-11686 29 62 i.e. i.e. X dad-11686 29 63 unproductive unproductive ADJ dad-11686 29 64 performers performer NOUN dad-11686 29 65 ( ( PUNCT dad-11686 29 66 kuhn kuhn PROPN dad-11686 29 67 , , PUNCT dad-11686 29 68 2015 2015 NUM dad-11686 29 69 ) ) PUNCT dad-11686 29 70 ) ) PUNCT dad-11686 29 71 . . PUNCT dad-11686 30 1 thus thus ADV dad-11686 30 2 , , PUNCT dad-11686 30 3 works work VERB dad-11686 30 4 on on ADP dad-11686 30 5 collaborative collaborative ADJ dad-11686 30 6 learning learning NOUN dad-11686 30 7 study study NOUN dad-11686 30 8 behaviours behaviour NOUN dad-11686 30 9 related relate VERB dad-11686 30 10 to to ADP dad-11686 30 11 learning learn VERB dad-11686 30 12 outcomes outcome NOUN dad-11686 30 13 ( ( PUNCT dad-11686 30 14 such such ADJ dad-11686 30 15 as as ADP dad-11686 30 16 gaze gaze NOUN dad-11686 30 17 and and CCONJ dad-11686 30 18 gestures gesture NOUN dad-11686 30 19 ) ) PUNCT dad-11686 30 20 , , PUNCT dad-11686 30 21 but but CCONJ dad-11686 30 22 can can AUX dad-11686 30 23 lack lack VERB dad-11686 30 24 in in ADP dad-11686 30 25 - - PUNCT dad-11686 30 26 depth depth NOUN dad-11686 30 27 dialogue dialogue NOUN dad-11686 30 28 analysis analysis NOUN dad-11686 30 29 . . PUNCT dad-11686 31 1 on on ADP dad-11686 31 2 the the DET dad-11686 31 3 other other ADJ dad-11686 31 4 hand hand NOUN dad-11686 31 5 , , PUNCT dad-11686 31 6 several several ADJ dad-11686 31 7 works work NOUN dad-11686 31 8 on on ADP dad-11686 31 9 dialogue dialogue NOUN dad-11686 31 10 , , PUNCT dad-11686 31 11 particularly particularly ADV dad-11686 31 12 on on ADP dad-11686 31 13 mutual mutual ADJ dad-11686 31 14 understanding understanding NOUN dad-11686 31 15 , , PUNCT dad-11686 31 16 have have AUX dad-11686 31 17 extensively extensively ADV dad-11686 31 18 studied study VERB dad-11686 31 19 the the DET dad-11686 31 20 dialogue dialogue NOUN dad-11686 31 21 , , PUNCT dad-11686 31 22 but but CCONJ dad-11686 31 23 not not PART dad-11686 31 24 always always ADV dad-11686 31 25 with with ADP dad-11686 31 26 the the DET dad-11686 31 27 added add VERB dad-11686 31 28 depth depth NOUN dad-11686 31 29 of of ADP dad-11686 31 30 learning learn VERB dad-11686 31 31 outcomes outcome NOUN dad-11686 31 32 . . PUNCT dad-11686 32 1 the the DET dad-11686 32 2 objective objective NOUN dad-11686 32 3 of of ADP dad-11686 32 4 this this DET dad-11686 32 5 article article NOUN dad-11686 32 6 is be AUX dad-11686 32 7 to to PART dad-11686 32 8 bring bring VERB dad-11686 32 9 together together ADV dad-11686 32 10 the the DET dad-11686 32 11 two two NUM dad-11686 32 12 perspectives perspective NOUN dad-11686 32 13 , , PUNCT dad-11686 32 14 to to PART dad-11686 32 15 contribute contribute VERB dad-11686 32 16 to to ADP dad-11686 32 17 the the DET dad-11686 32 18 exploration exploration NOUN dad-11686 32 19 of of ADP dad-11686 32 20 the the DET dad-11686 32 21 deep deep ADJ dad-11686 32 22 , , PUNCT dad-11686 32 23 complex complex ADJ dad-11686 32 24 and and CCONJ dad-11686 32 25 tangled tangled ADJ dad-11686 32 26 relationship relationship NOUN dad-11686 32 27 between between ADP dad-11686 32 28 what what PRON dad-11686 32 29 we we PRON dad-11686 32 30 say say VERB dad-11686 32 31 and and CCONJ dad-11686 32 32 what what PRON dad-11686 32 33 we we PRON dad-11686 32 34 do do VERB dad-11686 32 35 , , PUNCT dad-11686 32 36 and and CCONJ dad-11686 32 37 the the DET dad-11686 32 38 outcomes outcome NOUN dad-11686 32 39 of of ADP dad-11686 32 40 this this PRON dad-11686 32 41 . . PUNCT dad-11686 33 1 specifically specifically ADV dad-11686 33 2 , , PUNCT dad-11686 33 3 we we PRON dad-11686 33 4 are be AUX dad-11686 33 5 interested interested ADJ dad-11686 33 6 in in ADP dad-11686 33 7 the the DET dad-11686 33 8 form form NOUN dad-11686 33 9 this this PRON dad-11686 33 10 takes take VERB dad-11686 33 11 when when SCONJ dad-11686 33 12 applied apply VERB dad-11686 33 13 to to ADP dad-11686 33 14 children child NOUN dad-11686 33 15 engaged engage VERB dad-11686 33 16 in in ADP dad-11686 33 17 a a DET dad-11686 33 18 collaborative collaborative ADJ dad-11686 33 19 learning learning NOUN dad-11686 33 20 activity activity NOUN dad-11686 33 21 , , PUNCT dad-11686 33 22 in in ADP dad-11686 33 23 which which PRON dad-11686 33 24 what what PRON dad-11686 33 25 they they PRON dad-11686 33 26 say say VERB dad-11686 33 27 and and CCONJ dad-11686 33 28 do do VERB dad-11686 33 29 is be AUX dad-11686 33 30 not not PART dad-11686 33 31 only only ADV dad-11686 33 32 tied tie VERB dad-11686 33 33 to to ADP dad-11686 33 34 how how SCONJ dad-11686 33 35 they they PRON dad-11686 33 36 perform perform VERB dad-11686 33 37 in in ADP dad-11686 33 38 the the DET dad-11686 33 39 task task NOUN dad-11686 33 40 , , PUNCT dad-11686 33 41 but but CCONJ dad-11686 33 42 also also ADV dad-11686 33 43 what what PRON dad-11686 33 44 they they PRON dad-11686 33 45 ultimately ultimately ADV dad-11686 33 46 learn learn VERB dad-11686 33 47 from from ADP dad-11686 33 48 the the DET dad-11686 33 49 activity activity NOUN dad-11686 33 50 . . PUNCT dad-11686 34 1 therefore therefore ADV dad-11686 34 2 , , PUNCT dad-11686 34 3 we we PRON dad-11686 34 4 consider consider VERB dad-11686 34 5 success success NOUN dad-11686 34 6 in in ADP dad-11686 34 7 the the DET dad-11686 34 8 task task NOUN dad-11686 34 9 , , PUNCT dad-11686 34 10 by by ADP dad-11686 34 11 considering consider VERB dad-11686 34 12 both both DET dad-11686 34 13 performance performance NOUN dad-11686 34 14 in in ADP dad-11686 34 15 the the DET dad-11686 34 16 task task NOUN dad-11686 34 17 , , PUNCT dad-11686 34 18 and and CCONJ dad-11686 34 19 learning learn VERB dad-11686 34 20 outcomes outcome NOUN dad-11686 34 21 . . PUNCT dad-11686 35 1 to to PART dad-11686 35 2 investigate investigate VERB dad-11686 35 3 the the DET dad-11686 35 4 above above ADJ dad-11686 35 5 question question NOUN dad-11686 35 6 , , PUNCT dad-11686 35 7 we we PRON dad-11686 35 8 firstly firstly ADV dad-11686 35 9 propose propose VERB dad-11686 35 10 novel novel ADJ dad-11686 35 11 rule rule NOUN dad-11686 35 12 - - PUNCT dad-11686 35 13 based base VERB dad-11686 35 14 algorithms algorithm NOUN dad-11686 35 15 to to PART dad-11686 35 16 automatically automatically ADV dad-11686 35 17 and and CCONJ dad-11686 35 18 empirically empirically ADV dad-11686 35 19 measure measure VERB dad-11686 35 20 collaboration collaboration NOUN dad-11686 35 21 , , PUNCT dad-11686 35 22 by by ADP dad-11686 35 23 studying study VERB dad-11686 35 24 the the DET dad-11686 35 25 alignment alignment NOUN dad-11686 35 26 ( ( PUNCT dad-11686 35 27 or or CCONJ dad-11686 35 28 the the DET dad-11686 35 29 development development NOUN dad-11686 35 30 of of ADP dad-11686 35 31 shared share VERB dad-11686 35 32 representations representation NOUN dad-11686 35 33 of of ADP dad-11686 35 34 interlocutors interlocutor NOUN dad-11686 35 35 at at ADP dad-11686 35 36 different different ADJ dad-11686 35 37 linguistic linguistic ADJ dad-11686 35 38 levels level NOUN dad-11686 35 39 ( ( PUNCT dad-11686 35 40 pickering pickering NOUN dad-11686 35 41 and and CCONJ dad-11686 35 42 garrod garrod NOUN dad-11686 35 43 , , PUNCT dad-11686 35 44 2004 2004 NUM dad-11686 35 45 , , PUNCT dad-11686 35 46 2006 2006 NUM dad-11686 35 47 ) ) PUNCT dad-11686 35 48 ) ) PUNCT dad-11686 35 49 between between ADP dad-11686 35 50 the the DET dad-11686 35 51 children child NOUN dad-11686 35 52 resulting result VERB dad-11686 35 53 from from ADP dad-11686 35 54 the the DET dad-11686 35 55 activity activity NOUN dad-11686 35 56 . . PUNCT dad-11686 36 1 in in ADP dad-11686 36 2 this this DET dad-11686 36 3 situated situated ADJ dad-11686 36 4 activity activity NOUN dad-11686 36 5 , , PUNCT dad-11686 36 6 the the DET dad-11686 36 7 dialogue dialogue NOUN dad-11686 36 8 has have VERB dad-11686 36 9 an an DET dad-11686 36 10 interdependence interdependence NOUN dad-11686 36 11 on on ADP dad-11686 36 12 the the DET dad-11686 36 13 immediate immediate ADJ dad-11686 36 14 environment environment NOUN dad-11686 36 15 . . PUNCT dad-11686 37 1 therefore therefore ADV dad-11686 37 2 , , PUNCT dad-11686 37 3 to to PART dad-11686 37 4 study study VERB dad-11686 37 5 alignment alignment NOUN dad-11686 37 6 , , PUNCT dad-11686 37 7 we we PRON dad-11686 37 8 focus focus VERB dad-11686 37 9 on on ADP dad-11686 37 10 the the DET dad-11686 37 11 formation formation NOUN dad-11686 37 12 of of ADP dad-11686 37 13 expressions expression NOUN dad-11686 37 14 related relate VERB dad-11686 37 15 to to ADP dad-11686 37 16 the the DET dad-11686 37 17 activity activity NOUN dad-11686 37 18 , , PUNCT dad-11686 37 19 as as ADP dad-11686 37 20 focusing focus VERB dad-11686 37 21 on on ADP dad-11686 37 22 these these DET dad-11686 37 23 expressions expression NOUN dad-11686 37 24 allows allow VERB dad-11686 37 25 us we PRON dad-11686 37 26 to to PART dad-11686 37 27 target target VERB dad-11686 37 28 information information NOUN dad-11686 37 29 very very ADV dad-11686 37 30 specific specific ADJ dad-11686 37 31 to to ADP dad-11686 37 32 making make VERB dad-11686 37 33 progress progress NOUN dad-11686 37 34 in in ADP dad-11686 37 35 the the DET dad-11686 37 36 task task NOUN dad-11686 37 37 . . PUNCT dad-11686 38 1 using use VERB dad-11686 38 2 these these DET dad-11686 38 3 expressions expression NOUN dad-11686 38 4 we we PRON dad-11686 38 5 thus thus ADV dad-11686 38 6 study study VERB dad-11686 38 7 two two NUM dad-11686 38 8 alignment alignment NOUN dad-11686 38 9 contexts contexts NOUN dad-11686 38 10 : : PUNCT dad-11686 38 11 i i NOUN dad-11686 38 12 ) ) PUNCT dad-11686 38 13 lexical lexical ADJ dad-11686 38 14 alignment alignment NOUN dad-11686 38 15 ( ( PUNCT dad-11686 38 16 what what PRON dad-11686 38 17 was be AUX dad-11686 38 18 said say VERB dad-11686 38 19 ) ) PUNCT dad-11686 38 20 , , PUNCT dad-11686 38 21 i.e. i.e. X dad-11686 38 22 alignment alignment NOUN dad-11686 38 23 at at ADP dad-11686 38 24 a a DET dad-11686 38 25 lexical lexical ADJ dad-11686 38 26 level level NOUN dad-11686 38 27 , , PUNCT dad-11686 38 28 and and CCONJ dad-11686 38 29 ii ii X dad-11686 38 30 ) ) PUNCT dad-11686 38 31 behavioural behavioural ADJ dad-11686 38 32 alignment alignment NOUN dad-11686 38 33 ( ( PUNCT dad-11686 38 34 what what PRON dad-11686 38 35 was be AUX dad-11686 38 36 done do VERB dad-11686 38 37 ) ) PUNCT dad-11686 38 38 , , PUNCT dad-11686 38 39 i.e. i.e. X dad-11686 38 40 a a DET dad-11686 38 41 new new ADJ dad-11686 38 42 alignment alignment NOUN dad-11686 38 43 context context NOUN dad-11686 38 44 we we PRON dad-11686 38 45 propose propose VERB dad-11686 38 46 to to PART dad-11686 38 47 mean mean VERB dad-11686 38 48 when when SCONJ dad-11686 38 49 2 2 NUM dad-11686 38 50 studying study VERB dad-11686 38 51 alignment alignment NOUN dad-11686 38 52 in in ADP dad-11686 38 53 a a DET dad-11686 38 54 collaborative collaborative ADJ dad-11686 38 55 learning learning NOUN dad-11686 38 56 activity activity NOUN dad-11686 38 57 via via ADP dad-11686 38 58 automatic automatic ADJ dad-11686 38 59 methods method NOUN dad-11686 38 60 instructions instruction NOUN dad-11686 38 61 provided provide VERB dad-11686 38 62 by by ADP dad-11686 38 63 one one NUM dad-11686 38 64 interlocutor interlocutor NOUN dad-11686 38 65 are be AUX dad-11686 38 66 either either CCONJ dad-11686 38 67 followed follow VERB dad-11686 38 68 or or CCONJ dad-11686 38 69 not not PART dad-11686 38 70 followed follow VERB dad-11686 38 71 with with ADP dad-11686 38 72 physical physical ADJ dad-11686 38 73 actions action NOUN dad-11686 38 74 by by ADP dad-11686 38 75 the the DET dad-11686 38 76 other other ADJ dad-11686 38 77 interlocutor interlocutor NOUN dad-11686 38 78 . . PUNCT dad-11686 39 1 additionally additionally ADV dad-11686 39 2 , , PUNCT dad-11686 39 3 our our PRON dad-11686 39 4 research research NOUN dad-11686 39 5 on on ADP dad-11686 39 6 these these DET dad-11686 39 7 two two NUM dad-11686 39 8 alignment alignment NOUN dad-11686 39 9 contexts contexts NOUN dad-11686 39 10 considers consider VERB dad-11686 39 11 the the DET dad-11686 39 12 occurrence occurrence NOUN dad-11686 39 13 of of ADP dad-11686 39 14 spontaneous spontaneous ADJ dad-11686 39 15 speech speech NOUN dad-11686 39 16 phenomena phenomenon NOUN dad-11686 39 17 ( ( PUNCT dad-11686 39 18 e.g. e.g. ADV dad-11686 39 19 “ " PUNCT dad-11686 39 20 um um INTJ dad-11686 39 21 ” " PUNCT dad-11686 39 22 , , PUNCT dad-11686 39 23 “ " PUNCT dad-11686 39 24 uh uh INTJ dad-11686 39 25 ” " PUNCT dad-11686 39 26 . . PUNCT dad-11686 39 27 . . PUNCT dad-11686 39 28 . . PUNCT dad-11686 39 29 ) ) PUNCT dad-11686 40 1 , , PUNCT dad-11686 40 2 as as SCONJ dad-11686 40 3 our our PRON dad-11686 40 4 dataset dataset NOUN dad-11686 40 5 is be AUX dad-11686 40 6 one one NUM dad-11686 40 7 of of ADP dad-11686 40 8 spoken spoken ADJ dad-11686 40 9 dialogues dialogue NOUN dad-11686 40 10 , , PUNCT dad-11686 40 11 where where SCONJ dad-11686 40 12 these these DET dad-11686 40 13 paralinguistic paralinguistic ADJ dad-11686 40 14 cues cue NOUN dad-11686 40 15 may may AUX dad-11686 40 16 be be AUX dad-11686 40 17 an an DET dad-11686 40 18 important important ADJ dad-11686 40 19 indicator indicator NOUN dad-11686 40 20 in in ADP dad-11686 40 21 alignment alignment NOUN dad-11686 40 22 ; ; PUNCT dad-11686 40 23 and and CCONJ dad-11686 40 24 are be AUX dad-11686 40 25 often often ADV dad-11686 40 26 cues cue NOUN dad-11686 40 27 that that PRON dad-11686 40 28 are be AUX dad-11686 40 29 neglected neglect VERB dad-11686 40 30 as as ADP dad-11686 40 31 noise noise NOUN dad-11686 40 32 . . PUNCT dad-11686 41 1 we we PRON dad-11686 41 2 then then ADV dad-11686 41 3 observe observe VERB dad-11686 41 4 how how SCONJ dad-11686 41 5 these these DET dad-11686 41 6 local local ADJ dad-11686 41 7 level level NOUN dad-11686 41 8 alignment alignment NOUN dad-11686 41 9 contexts context NOUN dad-11686 41 10 build build VERB dad-11686 41 11 into into ADP dad-11686 41 12 a a DET dad-11686 41 13 function function NOUN dad-11686 41 14 of of ADP dad-11686 41 15 dialogue dialogue NOUN dad-11686 41 16 level level NOUN dad-11686 41 17 phenomena phenomenon NOUN dad-11686 41 18 ; ; PUNCT dad-11686 41 19 i.e. i.e. X dad-11686 41 20 success success NOUN dad-11686 41 21 in in ADP dad-11686 41 22 the the DET dad-11686 41 23 task task NOUN dad-11686 41 24 . . PUNCT dad-11686 42 1 we we PRON dad-11686 42 2 make make VERB dad-11686 42 3 this this DET dad-11686 42 4 dataset dataset NOUN dad-11686 42 5 and and CCONJ dad-11686 42 6 tools tool NOUN dad-11686 42 7 to to PART dad-11686 42 8 study study VERB dad-11686 42 9 alignment alignment NOUN dad-11686 42 10 in in ADP dad-11686 42 11 children child NOUN dad-11686 42 12 ’s ’s PART dad-11686 42 13 dialogues dialogue NOUN dad-11686 42 14 publicly publicly ADV dad-11686 42 15 available available ADJ dad-11686 42 16 ( ( PUNCT dad-11686 42 17 entitled entitle VERB dad-11686 42 18 the the DET dad-11686 42 19 “ " PUNCT dad-11686 42 20 justhink justhink ADJ dad-11686 42 21 alignment alignment NOUN dad-11686 42 22 dataset dataset NOUN dad-11686 42 23 ” " PUNCT dad-11686 42 24 , , PUNCT dad-11686 42 25 containing contain VERB dad-11686 42 26 transcriptions transcription NOUN dad-11686 42 27 , , PUNCT dad-11686 42 28 action action NOUN dad-11686 42 29 logs log NOUN dad-11686 42 30 and and CCONJ dad-11686 42 31 alignment alignment NOUN dad-11686 42 32 tools tool NOUN dad-11686 42 33 ) ) PUNCT dad-11686 42 34 . . PUNCT dad-11686 43 1 aims aim NOUN dad-11686 43 2 and and CCONJ dad-11686 43 3 research research NOUN dad-11686 43 4 questions question NOUN dad-11686 43 5 following follow VERB dad-11686 43 6 these these DET dad-11686 43 7 lines line NOUN dad-11686 43 8 of of ADP dad-11686 43 9 inquiry inquiry NOUN dad-11686 43 10 , , PUNCT dad-11686 43 11 there there PRON dad-11686 43 12 are be VERB dad-11686 43 13 hence hence ADV dad-11686 43 14 more more ADV dad-11686 43 15 immediate immediate ADJ dad-11686 43 16 , , PUNCT dad-11686 43 17 information information NOUN dad-11686 43 18 sharing share VERB dad-11686 43 19 goals goal NOUN dad-11686 43 20 between between ADP dad-11686 43 21 the the DET dad-11686 43 22 dialogue dialogue NOUN dad-11686 43 23 participants participant NOUN dad-11686 43 24 ( ( PUNCT dad-11686 43 25 alignment alignment NOUN dad-11686 43 26 ) ) PUNCT dad-11686 43 27 , , PUNCT dad-11686 43 28 and and CCONJ dad-11686 43 29 broader broad ADJ dad-11686 43 30 goals goal NOUN dad-11686 43 31 such such ADJ dad-11686 43 32 as as ADP dad-11686 43 33 success success NOUN dad-11686 43 34 in in ADP dad-11686 43 35 the the DET dad-11686 43 36 task task NOUN dad-11686 43 37 . . PUNCT dad-11686 44 1 in in ADP dad-11686 44 2 this this DET dad-11686 44 3 article article NOUN dad-11686 44 4 we we PRON dad-11686 44 5 thus thus ADV dad-11686 44 6 investigate investigate VERB dad-11686 44 7 whether whether SCONJ dad-11686 44 8 alignment alignment NOUN dad-11686 44 9 between between ADP dad-11686 44 10 children child NOUN dad-11686 44 11 in in ADP dad-11686 44 12 dialogues dialogue NOUN dad-11686 44 13 that that PRON dad-11686 44 14 emerge emerge VERB dad-11686 44 15 from from ADP dad-11686 44 16 a a DET dad-11686 44 17 collaborative collaborative ADJ dad-11686 44 18 learning learning NOUN dad-11686 44 19 activity activity NOUN dad-11686 44 20 is be AUX dad-11686 44 21 associated associate VERB dad-11686 44 22 with with ADP dad-11686 44 23 success success NOUN dad-11686 44 24 in in ADP dad-11686 44 25 the the DET dad-11686 44 26 task task NOUN dad-11686 44 27 . . PUNCT dad-11686 45 1 concretely concretely ADV dad-11686 45 2 , , PUNCT dad-11686 45 3 we we PRON dad-11686 45 4 investigate investigate VERB dad-11686 45 5 the the DET dad-11686 45 6 following follow VERB dad-11686 45 7 research research NOUN dad-11686 45 8 questions question NOUN dad-11686 45 9 : : PUNCT dad-11686 45 10 • • NUM dad-11686 45 11 rq1 rq1 NOUN dad-11686 45 12 lexical lexical ADJ dad-11686 45 13 alignment alignment NOUN dad-11686 45 14 : : PUNCT dad-11686 45 15 how how SCONJ dad-11686 45 16 do do AUX dad-11686 45 17 the the DET dad-11686 45 18 interlocutors interlocutor NOUN dad-11686 45 19 use use VERB dad-11686 45 20 expressions expression NOUN dad-11686 45 21 related relate VERB dad-11686 45 22 to to ADP dad-11686 45 23 the the DET dad-11686 45 24 task task NOUN dad-11686 45 25 ? ? PUNCT dad-11686 46 1 is be AUX dad-11686 46 2 this this PRON dad-11686 46 3 associated associate VERB dad-11686 46 4 with with ADP dad-11686 46 5 task task NOUN dad-11686 46 6 success success NOUN dad-11686 46 7 ? ? PUNCT dad-11686 47 1 • • NUM dad-11686 47 2 rq2 rq2 NOUN dad-11686 47 3 behavioural behavioural ADJ dad-11686 47 4 alignment alignment NOUN dad-11686 47 5 : : PUNCT dad-11686 47 6 how how SCONJ dad-11686 47 7 do do AUX dad-11686 47 8 the the DET dad-11686 47 9 interlocutors interlocutor NOUN dad-11686 47 10 follow follow VERB dad-11686 47 11 up up ADP dad-11686 47 12 these these DET dad-11686 47 13 expressions expression NOUN dad-11686 47 14 with with ADP dad-11686 47 15 actions action NOUN dad-11686 47 16 ? ? PUNCT dad-11686 48 1 is be AUX dad-11686 48 2 this this PRON dad-11686 48 3 associated associate VERB dad-11686 48 4 with with ADP dad-11686 48 5 task task NOUN dad-11686 48 6 success success NOUN dad-11686 48 7 ? ? PUNCT dad-11686 49 1 the the DET dad-11686 49 2 rest rest NOUN dad-11686 49 3 of of ADP dad-11686 49 4 the the DET dad-11686 49 5 article article NOUN dad-11686 49 6 is be AUX dad-11686 49 7 organised organise VERB dad-11686 49 8 as as SCONJ dad-11686 49 9 follows follow VERB dad-11686 49 10 . . PUNCT dad-11686 50 1 sec sec PROPN dad-11686 50 2 . . PROPN dad-11686 50 3 2 2 NUM dad-11686 50 4 discusses discuss VERB dad-11686 50 5 related related ADJ dad-11686 50 6 work work NOUN dad-11686 50 7 . . PUNCT dad-11686 51 1 sec sec PROPN dad-11686 51 2 . . PROPN dad-11686 51 3 3 3 NUM dad-11686 51 4 describes describe VERB dad-11686 51 5 the the DET dad-11686 51 6 dataset dataset NOUN dad-11686 51 7 we we PRON dad-11686 51 8 obtained obtain VERB dad-11686 51 9 to to PART dad-11686 51 10 study study NOUN dad-11686 51 11 alignment alignment NOUN dad-11686 51 12 , , PUNCT dad-11686 51 13 and and CCONJ dad-11686 51 14 our our PRON dad-11686 51 15 dataset dataset NOUN dad-11686 51 16 contributions contribution NOUN dad-11686 51 17 . . PUNCT dad-11686 52 1 sec sec PROPN dad-11686 52 2 . . PROPN dad-11686 52 3 4 4 NUM dad-11686 52 4 presents present VERB dad-11686 52 5 our our PRON dad-11686 52 6 research research NOUN dad-11686 52 7 questions question NOUN dad-11686 52 8 and and CCONJ dad-11686 52 9 hypotheses hypothesis NOUN dad-11686 52 10 . . PUNCT dad-11686 53 1 sec sec PROPN dad-11686 53 2 . . PROPN dad-11686 53 3 5 5 NUM dad-11686 53 4 and and CCONJ dad-11686 53 5 sec sec PROPN dad-11686 53 6 . . PROPN dad-11686 53 7 6 6 NUM dad-11686 53 8 give give VERB dad-11686 53 9 our our PRON dad-11686 53 10 methodology methodology NOUN dad-11686 53 11 and and CCONJ dad-11686 53 12 results result NOUN dad-11686 53 13 for for ADP dad-11686 53 14 studying study VERB dad-11686 53 15 lexical lexical ADJ dad-11686 53 16 alignment alignment NOUN dad-11686 53 17 ( ( PUNCT dad-11686 53 18 rq1 rq1 NOUN dad-11686 53 19 ) ) PUNCT dad-11686 53 20 and and CCONJ dad-11686 53 21 behavioural behavioural ADJ dad-11686 53 22 alignment alignment NOUN dad-11686 53 23 ( ( PUNCT dad-11686 53 24 rq2 rq2 NOUN dad-11686 53 25 ) ) PUNCT dad-11686 53 26 , , PUNCT dad-11686 53 27 respectively respectively ADV dad-11686 53 28 . . PUNCT dad-11686 54 1 please please AUX dad-11686 54 2 note note VERB dad-11686 54 3 , , PUNCT dad-11686 54 4 in in ADP dad-11686 54 5 all all DET dad-11686 54 6 results result NOUN dad-11686 54 7 , , PUNCT dad-11686 54 8 we we PRON dad-11686 54 9 first first ADV dad-11686 54 10 report report VERB dad-11686 54 11 empirical empirical ADJ dad-11686 54 12 results result NOUN dad-11686 54 13 , , PUNCT dad-11686 54 14 and and CCONJ dad-11686 54 15 then then ADV dad-11686 54 16 further further ADJ dad-11686 54 17 discussion discussion NOUN dad-11686 54 18 points point NOUN dad-11686 54 19 – – PUNCT dad-11686 54 20 i.e. i.e. X dad-11686 54 21 interesting interesting ADJ dad-11686 54 22 observations observation NOUN dad-11686 54 23 that that PRON dad-11686 54 24 require require VERB dad-11686 54 25 additional additional ADJ dad-11686 54 26 data datum NOUN dad-11686 54 27 to to PART dad-11686 54 28 be be AUX dad-11686 54 29 confirmed confirm VERB dad-11686 54 30 . . PUNCT dad-11686 55 1 lastly lastly ADV dad-11686 55 2 , , PUNCT dad-11686 55 3 sec sec PROPN dad-11686 55 4 . . PROPN dad-11686 55 5 7 7 NUM dad-11686 55 6 concludes conclude VERB dad-11686 55 7 the the DET dad-11686 55 8 findings finding NOUN dad-11686 55 9 of of ADP dad-11686 55 10 the the DET dad-11686 55 11 paper paper NOUN dad-11686 55 12 . . PUNCT dad-11686 56 1 2 2 X dad-11686 56 2 . . X dad-11686 56 3 related relate VERB dad-11686 56 4 work work NOUN dad-11686 56 5 we we PRON dad-11686 56 6 stated state VERB dad-11686 56 7 in in ADP dad-11686 56 8 sec sec PROPN dad-11686 56 9 . . PROPN dad-11686 56 10 1 1 NUM dad-11686 56 11 that that DET dad-11686 56 12 research research NOUN dad-11686 56 13 on on ADP dad-11686 56 14 collaborative collaborative ADJ dad-11686 56 15 learning learning NOUN dad-11686 56 16 studies study NOUN dad-11686 56 17 behaviours behaviour NOUN dad-11686 56 18 related relate VERB dad-11686 56 19 to to ADP dad-11686 56 20 learning learn VERB dad-11686 56 21 outcomes outcome NOUN dad-11686 56 22 but but CCONJ dad-11686 56 23 can can AUX dad-11686 56 24 neglect neglect VERB dad-11686 56 25 in in ADP dad-11686 56 26 - - PUNCT dad-11686 56 27 depth depth NOUN dad-11686 56 28 dialogue dialogue NOUN dad-11686 56 29 analysis analysis NOUN dad-11686 56 30 , , PUNCT dad-11686 56 31 while while SCONJ dad-11686 56 32 works work NOUN dad-11686 56 33 on on ADP dad-11686 56 34 dialogue dialogue NOUN dad-11686 56 35 do do AUX dad-11686 56 36 not not PART dad-11686 56 37 always always ADV dad-11686 56 38 consider consider VERB dad-11686 56 39 the the DET dad-11686 56 40 depth depth NOUN dad-11686 56 41 of of ADP dad-11686 56 42 learning learn VERB dad-11686 56 43 outcomes outcome NOUN dad-11686 56 44 . . PUNCT dad-11686 57 1 in in ADP dad-11686 57 2 this this DET dad-11686 57 3 section section NOUN dad-11686 57 4 , , PUNCT dad-11686 57 5 we we PRON dad-11686 57 6 highlight highlight VERB dad-11686 57 7 relevant relevant ADJ dad-11686 57 8 research research NOUN dad-11686 57 9 on on ADP dad-11686 57 10 the the DET dad-11686 57 11 intersection intersection NOUN dad-11686 57 12 between between ADP dad-11686 57 13 the the DET dad-11686 57 14 two two NUM dad-11686 57 15 in in ADP dad-11686 57 16 sec sec PROPN dad-11686 57 17 . . PROPN dad-11686 57 18 2.1 2.1 NUM dad-11686 57 19 . . PUNCT dad-11686 58 1 since since SCONJ dad-11686 58 2 terminology terminology NOUN dad-11686 58 3 is be AUX dad-11686 58 4 vast vast ADJ dad-11686 58 5 and and CCONJ dad-11686 58 6 varied varied ADJ dad-11686 58 7 , , PUNCT dad-11686 58 8 works work VERB dad-11686 58 9 on on ADP dad-11686 58 10 collaborative collaborative ADJ dad-11686 58 11 learning learning NOUN dad-11686 58 12 that that PRON dad-11686 58 13 specifically specifically ADV dad-11686 58 14 analyse analyse VERB dad-11686 58 15 verbal verbal ADJ dad-11686 58 16 behaviours behaviour NOUN dad-11686 58 17 are be AUX dad-11686 58 18 very very ADV dad-11686 58 19 closely closely ADV dad-11686 58 20 related relate VERB dad-11686 58 21 to to ADP dad-11686 58 22 works work NOUN dad-11686 58 23 on on ADP dad-11686 58 24 dialogue dialogue NOUN dad-11686 58 25 focused focus VERB dad-11686 58 26 on on ADP dad-11686 58 27 educational educational ADJ dad-11686 58 28 data datum NOUN dad-11686 58 29 . . PUNCT dad-11686 59 1 then then ADV dad-11686 59 2 , , PUNCT dad-11686 59 3 we we PRON dad-11686 59 4 briefly briefly ADV dad-11686 59 5 discuss discuss VERB dad-11686 59 6 work work NOUN dad-11686 59 7 on on ADP dad-11686 59 8 alignment alignment NOUN dad-11686 59 9 outside outside ADP dad-11686 59 10 educational educational ADJ dad-11686 59 11 scenarios scenario NOUN dad-11686 59 12 in in ADP dad-11686 59 13 sec sec PROPN dad-11686 59 14 . . PROPN dad-11686 60 1 2.2 2.2 NUM dad-11686 60 2 . . NOUN dad-11686 60 3 2.1 2.1 NUM dad-11686 60 4 analysis analysis NOUN dad-11686 60 5 of of ADP dad-11686 60 6 verbal verbal ADJ dad-11686 60 7 behaviour behaviour NOUN dad-11686 60 8 in in ADP dad-11686 60 9 educational educational ADJ dad-11686 60 10 dialogues dialogue NOUN dad-11686 60 11 broadly broadly ADV dad-11686 60 12 speaking speak VERB dad-11686 60 13 , , PUNCT dad-11686 60 14 both both CCONJ dad-11686 60 15 verbal verbal ADJ dad-11686 60 16 and and CCONJ dad-11686 60 17 non non ADJ dad-11686 60 18 - - ADJ dad-11686 60 19 verbal verbal ADJ dad-11686 60 20 behaviours behaviour NOUN dad-11686 60 21 could could AUX dad-11686 60 22 be be AUX dad-11686 60 23 indicative indicative ADJ dad-11686 60 24 of of ADP dad-11686 60 25 the the DET dad-11686 60 26 learning learning NOUN dad-11686 60 27 process process NOUN dad-11686 60 28 ( ( PUNCT dad-11686 60 29 trausan trausan ADJ dad-11686 60 30 - - PUNCT dad-11686 60 31 matu matu NOUN dad-11686 60 32 and and CCONJ dad-11686 60 33 slotta slotta NOUN dad-11686 60 34 , , PUNCT dad-11686 60 35 2021 2021 NUM dad-11686 60 36 ) ) PUNCT dad-11686 60 37 . . PUNCT dad-11686 61 1 non non ADJ dad-11686 61 2 - - ADJ dad-11686 61 3 verbal verbal ADJ dad-11686 61 4 behaviours behaviour NOUN dad-11686 61 5 ( ( PUNCT dad-11686 61 6 gaze gaze NOUN dad-11686 61 7 , , PUNCT dad-11686 61 8 gestures gesture NOUN dad-11686 61 9 , , PUNCT dad-11686 61 10 laughter laughter NOUN dad-11686 61 11 . . PUNCT dad-11686 61 12 . . PUNCT dad-11686 61 13 . . PUNCT dad-11686 61 14 ) ) PUNCT dad-11686 61 15 have have AUX dad-11686 61 16 been be AUX dad-11686 61 17 linked link VERB dad-11686 61 18 with with ADP dad-11686 61 19 the the DET dad-11686 61 20 quality quality NOUN dad-11686 61 21 of of ADP dad-11686 61 22 interaction interaction NOUN dad-11686 61 23 ( ( PUNCT dad-11686 61 24 see see VERB dad-11686 61 25 schneider schneider PROPN dad-11686 61 26 et et PROPN dad-11686 61 27 al al PROPN dad-11686 61 28 . . PROPN dad-11686 61 29 2021 2021 NUM dad-11686 61 30 ; ; PUNCT dad-11686 61 31 jermann jermann PROPN dad-11686 61 32 et et PROPN dad-11686 61 33 al al PROPN dad-11686 61 34 . . PROPN dad-11686 61 35 2011 2011 NUM dad-11686 61 36 ; ; PUNCT dad-11686 61 37 jermann jermann PROPN dad-11686 61 38 and and CCONJ dad-11686 61 39 nüssli nüssli NOUN dad-11686 61 40 2012 2012 NUM dad-11686 61 41 ; ; PUNCT dad-11686 61 42 bangalore bangalore NOUN dad-11686 61 43 kantharaju kantharaju PROPN dad-11686 61 44 et et PROPN dad-11686 61 45 al al PROPN dad-11686 61 46 . . PROPN dad-11686 61 47 2020 2020 NUM dad-11686 61 48 ) ) PUNCT dad-11686 61 49 . . PUNCT dad-11686 62 1 verbal verbal ADJ dad-11686 62 2 behaviours behaviour NOUN dad-11686 62 3 could could AUX dad-11686 62 4 consist consist VERB dad-11686 62 5 of of ADP dad-11686 62 6 textual textual ADJ dad-11686 62 7 input input NOUN dad-11686 62 8 such such ADJ dad-11686 62 9 as as ADP dad-11686 62 10 manual manual NOUN dad-11686 62 11 / / SYM dad-11686 62 12 automatically automatically ADV dad-11686 62 13 obtained obtain VERB dad-11686 62 14 transcripts transcript NOUN dad-11686 62 15 , , PUNCT dad-11686 62 16 or or CCONJ dad-11686 62 17 even even ADV dad-11686 62 18 acoustic acoustic ADJ dad-11686 62 19 features feature NOUN dad-11686 62 20 of of ADP dad-11686 62 21 the the DET dad-11686 62 22 speech speech NOUN dad-11686 62 23 ( ( PUNCT dad-11686 62 24 pitch pitch NOUN dad-11686 62 25 , , PUNCT dad-11686 62 26 loudness loudness NOUN dad-11686 62 27 . . PUNCT dad-11686 62 28 . . PUNCT dad-11686 62 29 . . PUNCT dad-11686 62 30 ) ) PUNCT dad-11686 62 31 . . PUNCT dad-11686 63 1 speech speech NOUN dad-11686 63 2 duration duration NOUN dad-11686 63 3 for for ADP dad-11686 63 4 instance instance NOUN dad-11686 63 5 was be AUX dad-11686 63 6 found find VERB dad-11686 63 7 to to PART dad-11686 63 8 be be AUX dad-11686 63 9 longer long ADJ dad-11686 63 10 in in ADP dad-11686 63 11 participant participant ADJ dad-11686 63 12 pairs pair NOUN dad-11686 63 13 that that PRON dad-11686 63 14 collaborated collaborate VERB dad-11686 63 15 better well ADV dad-11686 63 16 ( ( PUNCT dad-11686 63 17 jermann jermann PROPN dad-11686 63 18 and and CCONJ dad-11686 63 19 nüssli nüssli NOUN dad-11686 63 20 , , PUNCT dad-11686 63 21 2012 2012 NUM dad-11686 63 22 ) ) PUNCT dad-11686 63 23 . . PUNCT dad-11686 64 1 while while SCONJ dad-11686 64 2 both both CCONJ dad-11686 64 3 acoustic acoustic ADJ dad-11686 64 4 and and CCONJ dad-11686 64 5 non non ADJ dad-11686 64 6 - - ADJ dad-11686 64 7 verbal verbal ADJ dad-11686 64 8 behaviour behaviour NOUN dad-11686 64 9 3 3 NUM dad-11686 64 10 utku utku NOUN dad-11686 64 11 norman∗ norman∗ NOUN dad-11686 64 12 , , PUNCT dad-11686 64 13 tanvi tanvi NOUN dad-11686 64 14 dinkar∗ dinkar∗ NOUN dad-11686 64 15 , , PUNCT dad-11686 64 16 barbara barbara PROPN dad-11686 64 17 bruno bruno PROPN dad-11686 64 18 , , PUNCT dad-11686 64 19 and and CCONJ dad-11686 64 20 chloé chloé NOUN dad-11686 64 21 clavel clavel NOUN dad-11686 64 22 are be AUX dad-11686 64 23 important important ADJ dad-11686 64 24 to to PART dad-11686 64 25 study study VERB dad-11686 64 26 interaction interaction NOUN dad-11686 64 27 , , PUNCT dad-11686 64 28 analysis analysis NOUN dad-11686 64 29 can can AUX dad-11686 64 30 sometimes sometimes ADV dad-11686 64 31 be be AUX dad-11686 64 32 limited limit VERB dad-11686 64 33 without without ADP dad-11686 64 34 further further ADJ dad-11686 64 35 context context NOUN dad-11686 64 36 ; ; PUNCT dad-11686 64 37 for for ADP dad-11686 64 38 instance instance NOUN dad-11686 64 39 it it PRON dad-11686 64 40 may may AUX dad-11686 64 41 not not PART dad-11686 64 42 always always ADV dad-11686 64 43 be be AUX dad-11686 64 44 the the DET dad-11686 64 45 case case NOUN dad-11686 64 46 that that SCONJ dad-11686 64 47 speech speech NOUN dad-11686 64 48 indicates indicate VERB dad-11686 64 49 better well ADJ dad-11686 64 50 collaboration collaboration NOUN dad-11686 64 51 , , PUNCT dad-11686 64 52 as as SCONJ dad-11686 64 53 speech speech NOUN dad-11686 64 54 could could AUX dad-11686 64 55 even even ADV dad-11686 64 56 consist consist VERB dad-11686 64 57 of of ADP dad-11686 64 58 negative negative ADJ dad-11686 64 59 interactions interaction NOUN dad-11686 64 60 . . PUNCT dad-11686 65 1 2.1.1 2.1.1 NUM dad-11686 65 2 analysing analyse VERB dad-11686 65 3 textual textual ADJ dad-11686 65 4 input input NOUN dad-11686 65 5 to to PART dad-11686 65 6 study study VERB dad-11686 65 7 lexical lexical ADJ dad-11686 65 8 and and CCONJ dad-11686 65 9 behavioural behavioural ADJ dad-11686 65 10 alignment alignment NOUN dad-11686 65 11 , , PUNCT dad-11686 65 12 in in ADP dad-11686 65 13 this this DET dad-11686 65 14 work work NOUN dad-11686 65 15 we we PRON dad-11686 65 16 mainly mainly ADV dad-11686 65 17 utilise utilise VERB dad-11686 65 18 textual textual ADJ dad-11686 65 19 input input NOUN dad-11686 65 20 ( ( PUNCT dad-11686 65 21 manually manually ADV dad-11686 65 22 transcribed transcribe VERB dad-11686 65 23 dialogues dialogue NOUN dad-11686 65 24 ) ) PUNCT dad-11686 65 25 . . PUNCT dad-11686 66 1 textual textual ADJ dad-11686 66 2 inputs input NOUN dad-11686 66 3 can can AUX dad-11686 66 4 allow allow VERB dad-11686 66 5 for for ADP dad-11686 66 6 a a DET dad-11686 66 7 finer fine ADJ dad-11686 66 8 grained grain VERB dad-11686 66 9 analysis analysis NOUN dad-11686 66 10 of of ADP dad-11686 66 11 collaborative collaborative ADJ dad-11686 66 12 learning learning NOUN dad-11686 66 13 ; ; PUNCT dad-11686 66 14 as as SCONJ dad-11686 66 15 using use VERB dad-11686 66 16 text text NOUN dad-11686 66 17 can can AUX dad-11686 66 18 give give VERB dad-11686 66 19 further further ADJ dad-11686 66 20 insight insight NOUN dad-11686 66 21 into into ADP dad-11686 66 22 “ " PUNCT dad-11686 66 23 the the DET dad-11686 66 24 processes process NOUN dad-11686 66 25 of of ADP dad-11686 66 26 development development NOUN dad-11686 66 27 of of ADP dad-11686 66 28 collective collective ADJ dad-11686 66 29 thinking thinking NOUN dad-11686 66 30 in in ADP dad-11686 66 31 and and CCONJ dad-11686 66 32 by by ADP dad-11686 66 33 dialogue dialogue NOUN dad-11686 66 34 ” " PUNCT dad-11686 66 35 ( ( PUNCT dad-11686 66 36 baker baker PROPN dad-11686 66 37 et et PROPN dad-11686 66 38 al al PROPN dad-11686 66 39 . . PROPN dad-11686 66 40 , , PUNCT dad-11686 66 41 2021 2021 NUM dad-11686 66 42 ) ) PUNCT dad-11686 66 43 . . PUNCT dad-11686 67 1 textual textual ADJ dad-11686 67 2 inputs input NOUN dad-11686 67 3 then then ADV dad-11686 67 4 serve serve VERB dad-11686 67 5 as as ADP dad-11686 67 6 basis basis NOUN dad-11686 67 7 for for ADP dad-11686 67 8 coding code VERB dad-11686 67 9 schemes scheme NOUN dad-11686 67 10 that that PRON dad-11686 67 11 can can AUX dad-11686 67 12 be be AUX dad-11686 67 13 used use VERB dad-11686 67 14 to to PART dad-11686 67 15 represent represent VERB dad-11686 67 16 various various ADJ dad-11686 67 17 types type NOUN dad-11686 67 18 of of ADP dad-11686 67 19 verbal verbal ADJ dad-11686 67 20 interactions interaction NOUN dad-11686 67 21 . . PUNCT dad-11686 68 1 the the DET dad-11686 68 2 goal goal NOUN dad-11686 68 3 is be AUX dad-11686 68 4 to to PART dad-11686 68 5 label label VERB dad-11686 68 6 each each DET dad-11686 68 7 segment segment NOUN dad-11686 68 8 in in ADP dad-11686 68 9 the the DET dad-11686 68 10 dialogue dialogue NOUN dad-11686 68 11 , , PUNCT dad-11686 68 12 that that PRON dad-11686 68 13 can can AUX dad-11686 68 14 range range VERB dad-11686 68 15 from from ADP dad-11686 68 16 a a DET dad-11686 68 17 word word NOUN dad-11686 68 18 , , PUNCT dad-11686 68 19 to to ADP dad-11686 68 20 a a DET dad-11686 68 21 sentence sentence NOUN dad-11686 68 22 , , PUNCT dad-11686 68 23 to to ADP dad-11686 68 24 the the DET dad-11686 68 25 complete complete ADJ dad-11686 68 26 dialogue dialogue NOUN dad-11686 68 27 itself itself PRON dad-11686 68 28 ( ( PUNCT dad-11686 68 29 strijbos strijbos PROPN dad-11686 68 30 et et PROPN dad-11686 68 31 al al PROPN dad-11686 68 32 . . PROPN dad-11686 68 33 , , PUNCT dad-11686 68 34 2006 2006 NUM dad-11686 68 35 ) ) PUNCT dad-11686 68 36 . . PUNCT dad-11686 69 1 for for ADP dad-11686 69 2 example example NOUN dad-11686 69 3 , , PUNCT dad-11686 69 4 to to PART dad-11686 69 5 analyse analyse VERB dad-11686 69 6 the the DET dad-11686 69 7 process process NOUN dad-11686 69 8 of of ADP dad-11686 69 9 how how SCONJ dad-11686 69 10 learners learner NOUN dad-11686 69 11 construct construct VERB dad-11686 69 12 arguments argument NOUN dad-11686 69 13 through through ADP dad-11686 69 14 dialogue dialogue NOUN dad-11686 69 15 , , PUNCT dad-11686 69 16 weinberger weinberger PROPN dad-11686 69 17 and and CCONJ dad-11686 69 18 fischer fischer PROPN dad-11686 69 19 ( ( PUNCT dad-11686 69 20 2006 2006 NUM dad-11686 69 21 ) ) PUNCT dad-11686 69 22 proposed propose VERB dad-11686 69 23 a a DET dad-11686 69 24 scheme scheme NOUN dad-11686 69 25 that that PRON dad-11686 69 26 manually manually ADV dad-11686 69 27 labelled label VERB dad-11686 69 28 online online ADV dad-11686 69 29 , , PUNCT dad-11686 69 30 written write VERB dad-11686 69 31 discussions discussion NOUN dad-11686 69 32 . . PUNCT dad-11686 70 1 there there PRON dad-11686 70 2 were be VERB dad-11686 70 3 labels label NOUN dad-11686 70 4 along along ADP dad-11686 70 5 multiple multiple ADJ dad-11686 70 6 process process NOUN dad-11686 70 7 axes axis NOUN dad-11686 70 8 , , PUNCT dad-11686 70 9 such such ADJ dad-11686 70 10 as as ADP dad-11686 70 11 the the DET dad-11686 70 12 extent extent NOUN dad-11686 70 13 to to PART dad-11686 70 14 which which PRON dad-11686 70 15 learners learner NOUN dad-11686 70 16 contributed contribute VERB dad-11686 70 17 to to ADP dad-11686 70 18 the the DET dad-11686 70 19 dialogue dialogue NOUN dad-11686 70 20 , , PUNCT dad-11686 70 21 and and CCONJ dad-11686 70 22 the the DET dad-11686 70 23 content content NOUN dad-11686 70 24 of of ADP dad-11686 70 25 their their PRON dad-11686 70 26 contribution contribution NOUN dad-11686 70 27 ( ( PUNCT dad-11686 70 28 then then ADV dad-11686 70 29 automated automate VERB dad-11686 70 30 in in ADP dad-11686 70 31 further further ADJ dad-11686 70 32 works work NOUN dad-11686 70 33 of of ADP dad-11686 70 34 dönmez dönmez PROPN dad-11686 70 35 et et PROPN dad-11686 70 36 al al PROPN dad-11686 70 37 . . PROPN dad-11686 70 38 2005 2005 NUM dad-11686 70 39 ; ; PUNCT dad-11686 70 40 rosé rosé PROPN dad-11686 70 41 et et PROPN dad-11686 70 42 al al PROPN dad-11686 70 43 . . PROPN dad-11686 70 44 2008 2008 NUM dad-11686 70 45 ; ; PUNCT dad-11686 70 46 mu mu PROPN dad-11686 70 47 et et PROPN dad-11686 70 48 al al PROPN dad-11686 70 49 . . PROPN dad-11686 70 50 2012 2012 NUM dad-11686 70 51 ) ) PUNCT dad-11686 70 52 . . PUNCT dad-11686 71 1 thus thus ADV dad-11686 71 2 , , PUNCT dad-11686 71 3 ( ( PUNCT dad-11686 71 4 both both CCONJ dad-11686 71 5 manual manual ADJ dad-11686 71 6 and and CCONJ dad-11686 71 7 automated automate VERB dad-11686 71 8 ) ) PUNCT dad-11686 71 9 representation representation NOUN dad-11686 71 10 of of ADP dad-11686 71 11 dialogue dialogue NOUN dad-11686 71 12 can can AUX dad-11686 71 13 elucidate elucidate VERB dad-11686 71 14 the the DET dad-11686 71 15 learning learning NOUN dad-11686 71 16 process process NOUN dad-11686 71 17 , , PUNCT dad-11686 71 18 by by ADP dad-11686 71 19 showing show VERB dad-11686 71 20 trends trend NOUN dad-11686 71 21 that that PRON dad-11686 71 22 happen happen VERB dad-11686 71 23 in in ADP dad-11686 71 24 collaboration collaboration NOUN dad-11686 71 25 , , PUNCT dad-11686 71 26 and and CCONJ dad-11686 71 27 the the DET dad-11686 71 28 effect effect NOUN dad-11686 71 29 of of ADP dad-11686 71 30 particular particular ADJ dad-11686 71 31 patterns pattern NOUN dad-11686 71 32 in in ADP dad-11686 71 33 dialogue dialogue NOUN dad-11686 71 34 on on ADP dad-11686 71 35 the the DET dad-11686 71 36 learning learn VERB dad-11686 71 37 outcomes outcome NOUN dad-11686 71 38 ( ( PUNCT dad-11686 71 39 borge borge NOUN dad-11686 71 40 and and CCONJ dad-11686 71 41 rosé rosé ADJ dad-11686 71 42 , , PUNCT dad-11686 71 43 2021 2021 NUM dad-11686 71 44 ) ) PUNCT dad-11686 71 45 . . PUNCT dad-11686 72 1 the the DET dad-11686 72 2 analysis analysis NOUN dad-11686 72 3 of of ADP dad-11686 72 4 verbal verbal ADJ dad-11686 72 5 interactions interaction NOUN dad-11686 72 6 in in ADP dad-11686 72 7 educational educational ADJ dad-11686 72 8 settings setting NOUN dad-11686 72 9 has have AUX dad-11686 72 10 also also ADV dad-11686 72 11 been be AUX dad-11686 72 12 investigated investigate VERB dad-11686 72 13 in in ADP dad-11686 72 14 the the DET dad-11686 72 15 domain domain NOUN dad-11686 72 16 of of ADP dad-11686 72 17 intelligent intelligent ADJ dad-11686 72 18 tutoring tutoring NOUN dad-11686 72 19 systems system NOUN dad-11686 72 20 ( ( PUNCT dad-11686 72 21 itss itss PROPN dad-11686 72 22 ) ) PUNCT dad-11686 72 23 . . PUNCT dad-11686 73 1 these these DET dad-11686 73 2 systems system NOUN dad-11686 73 3 aim aim VERB dad-11686 73 4 to to PART dad-11686 73 5 adaptively adaptively ADV dad-11686 73 6 facilitate facilitate VERB dad-11686 73 7 learning learn VERB dad-11686 73 8 by by ADP dad-11686 73 9 extracting extract VERB dad-11686 73 10 content content NOUN dad-11686 73 11 from from ADP dad-11686 73 12 the the DET dad-11686 73 13 learners learner NOUN dad-11686 73 14 ’ ' PUNCT dad-11686 73 15 contributions contribution NOUN dad-11686 73 16 to to ADP dad-11686 73 17 dialogue dialogue NOUN dad-11686 73 18 and and CCONJ dad-11686 73 19 continuously continuously ADV dad-11686 73 20 modelling model VERB dad-11686 73 21 the the DET dad-11686 73 22 evolution evolution NOUN dad-11686 73 23 of of ADP dad-11686 73 24 their their PRON dad-11686 73 25 learning learning NOUN dad-11686 73 26 . . PUNCT dad-11686 74 1 an an DET dad-11686 74 2 important important ADJ dad-11686 74 3 component component NOUN dad-11686 74 4 of of ADP dad-11686 74 5 dialogue dialogue NOUN dad-11686 74 6 - - PUNCT dad-11686 74 7 based base VERB dad-11686 74 8 itss itss NOUN dad-11686 74 9 is be AUX dad-11686 74 10 the the DET dad-11686 74 11 representation representation NOUN dad-11686 74 12 of of ADP dad-11686 74 13 the the DET dad-11686 74 14 input input NOUN dad-11686 74 15 text text NOUN dad-11686 74 16 into into ADP dad-11686 74 17 speech speech NOUN dad-11686 74 18 acts act NOUN dad-11686 74 19 ( ( PUNCT dad-11686 74 20 d’mello d’mello PROPN dad-11686 74 21 and and CCONJ dad-11686 74 22 graesser graesser NOUN dad-11686 74 23 , , PUNCT dad-11686 74 24 2013 2013 NUM dad-11686 74 25 ) ) PUNCT dad-11686 74 26 . . PUNCT dad-11686 75 1 speech speech NOUN dad-11686 75 2 acts act NOUN dad-11686 75 3 serve serve VERB dad-11686 75 4 to to PART dad-11686 75 5 classify classify VERB dad-11686 75 6 the the DET dad-11686 75 7 discourse discourse NOUN dad-11686 75 8 into into ADP dad-11686 75 9 communicative communicative ADJ dad-11686 75 10 / / SYM dad-11686 75 11 pragmatic pragmatic ADJ dad-11686 75 12 functions function NOUN dad-11686 75 13 , , PUNCT dad-11686 75 14 such such ADJ dad-11686 75 15 as as ADP dad-11686 75 16 backchannels backchannel NOUN dad-11686 75 17 ( ( PUNCT dad-11686 75 18 e.g. e.g. ADV dad-11686 75 19 “ " PUNCT dad-11686 75 20 uh uh INTJ dad-11686 75 21 - - INTJ dad-11686 75 22 huh huh INTJ dad-11686 75 23 ” " PUNCT dad-11686 75 24 ) ) PUNCT dad-11686 75 25 , , PUNCT dad-11686 75 26 metacognitive metacognitive ADJ dad-11686 75 27 statements statement NOUN dad-11686 75 28 ( ( PUNCT dad-11686 75 29 e.g. e.g. ADV dad-11686 75 30 “ " PUNCT dad-11686 75 31 i i PRON dad-11686 75 32 need need VERB dad-11686 75 33 help help NOUN dad-11686 75 34 ” " PUNCT dad-11686 75 35 ) ) PUNCT dad-11686 75 36 and and CCONJ dad-11686 75 37 so so ADV dad-11686 75 38 on on ADV dad-11686 75 39 . . PUNCT dad-11686 76 1 this this DET dad-11686 76 2 representation representation NOUN dad-11686 76 3 is be AUX dad-11686 76 4 required require VERB dad-11686 76 5 to to PART dad-11686 76 6 generate generate VERB dad-11686 76 7 an an DET dad-11686 76 8 appropriate appropriate ADJ dad-11686 76 9 response response NOUN dad-11686 76 10 and and CCONJ dad-11686 76 11 model model VERB dad-11686 76 12 the the DET dad-11686 76 13 learner learner NOUN dad-11686 76 14 ’s ’s PART dad-11686 76 15 progress progress NOUN dad-11686 76 16 . . PUNCT dad-11686 77 1 for for ADP dad-11686 77 2 instance instance NOUN dad-11686 77 3 , , PUNCT dad-11686 77 4 most most ADJ dad-11686 77 5 speech speech NOUN dad-11686 77 6 acts act NOUN dad-11686 77 7 used use VERB dad-11686 77 8 by by ADP dad-11686 77 9 learners learner NOUN dad-11686 77 10 consist consist VERB dad-11686 77 11 of of ADP dad-11686 77 12 answers answer NOUN dad-11686 77 13 to to ADP dad-11686 77 14 questions question NOUN dad-11686 77 15 asked ask VERB dad-11686 77 16 by by ADP dad-11686 77 17 the the DET dad-11686 77 18 tutor tutor NOUN dad-11686 77 19 ( ( PUNCT dad-11686 77 20 d’mello d’mello PROPN dad-11686 77 21 and and CCONJ dad-11686 77 22 graesser graesser NOUN dad-11686 77 23 , , PUNCT dad-11686 77 24 2013 2013 NUM dad-11686 77 25 ) ) PUNCT dad-11686 77 26 . . PUNCT dad-11686 78 1 following follow VERB dad-11686 78 2 this this PRON dad-11686 78 3 , , PUNCT dad-11686 78 4 many many ADJ dad-11686 78 5 works work NOUN dad-11686 78 6 focused focus VERB dad-11686 78 7 on on ADP dad-11686 78 8 educational educational ADJ dad-11686 78 9 scenarios scenario NOUN dad-11686 78 10 have have AUX dad-11686 78 11 developed develop VERB dad-11686 78 12 methodologies methodology NOUN dad-11686 78 13 to to PART dad-11686 78 14 perform perform VERB dad-11686 78 15 dialogue dialogue NOUN dad-11686 78 16 ( ( PUNCT dad-11686 78 17 speech speech NOUN dad-11686 78 18 ) ) PUNCT dad-11686 78 19 act act VERB dad-11686 78 20 classification classification NOUN dad-11686 78 21 using use VERB dad-11686 78 22 both both CCONJ dad-11686 78 23 supervised supervised ADJ dad-11686 78 24 and and CCONJ dad-11686 78 25 unsupervised unsupervised ADJ dad-11686 78 26 methods method NOUN dad-11686 78 27 ( ( PUNCT dad-11686 78 28 e.g. e.g. ADV dad-11686 78 29 boyer boyer PROPN dad-11686 78 30 et et PROPN dad-11686 78 31 al al PROPN dad-11686 78 32 . . PROPN dad-11686 78 33 2010 2010 NUM dad-11686 78 34 ; ; PUNCT dad-11686 78 35 ezen ezen X dad-11686 78 36 - - PUNCT dad-11686 78 37 can can PROPN dad-11686 78 38 and and CCONJ dad-11686 78 39 boyer boyer PROPN dad-11686 78 40 2015b 2015b PROPN dad-11686 78 41 , , PUNCT dad-11686 78 42 a a PRON dad-11686 78 43 , , PUNCT dad-11686 78 44 2014 2014 NUM dad-11686 78 45 ; ; PUNCT dad-11686 78 46 goodman goodman PROPN dad-11686 78 47 et et PROPN dad-11686 78 48 al al PROPN dad-11686 78 49 . . PROPN dad-11686 78 50 2005 2005 NUM dad-11686 78 51 ) ) PUNCT dad-11686 78 52 . . PUNCT dad-11686 79 1 in in ADP dad-11686 79 2 the the DET dad-11686 79 3 intersection intersection NOUN dad-11686 79 4 between between ADP dad-11686 79 5 collaborative collaborative ADJ dad-11686 79 6 learning learning NOUN dad-11686 79 7 and and CCONJ dad-11686 79 8 itss itss PROPN dad-11686 79 9 , , PUNCT dad-11686 79 10 analysing analyse VERB dad-11686 79 11 student student NOUN dad-11686 79 12 interactions interaction NOUN dad-11686 79 13 to to PART dad-11686 79 14 see see VERB dad-11686 79 15 how how SCONJ dad-11686 79 16 they they PRON dad-11686 79 17 communicate communicate VERB dad-11686 79 18 and and CCONJ dad-11686 79 19 collaborate collaborate VERB dad-11686 79 20 with with ADP dad-11686 79 21 each each DET dad-11686 79 22 other other ADJ dad-11686 79 23 has have AUX dad-11686 79 24 served serve VERB dad-11686 79 25 as as ADP dad-11686 79 26 a a DET dad-11686 79 27 basis basis NOUN dad-11686 79 28 to to PART dad-11686 79 29 give give VERB dad-11686 79 30 adaptive adaptive ADJ dad-11686 79 31 feedback feedback NOUN dad-11686 79 32 ( ( PUNCT dad-11686 79 33 tchounikine tchounikine NOUN dad-11686 79 34 et et NOUN dad-11686 79 35 al al PROPN dad-11686 79 36 . . PROPN dad-11686 79 37 , , PUNCT dad-11686 79 38 2010 2010 NUM dad-11686 79 39 ) ) PUNCT dad-11686 79 40 . . PUNCT dad-11686 80 1 these these DET dad-11686 80 2 interactions interaction NOUN dad-11686 80 3 are be AUX dad-11686 80 4 more more ADV dad-11686 80 5 complex complex ADJ dad-11686 80 6 than than ADP dad-11686 80 7 conventional conventional ADJ dad-11686 80 8 oneon oneon NOUN dad-11686 80 9 - - PUNCT dad-11686 80 10 one one NUM dad-11686 80 11 tutoring tutoring NOUN dad-11686 80 12 , , PUNCT dad-11686 80 13 as as SCONJ dad-11686 80 14 there there PRON dad-11686 80 15 are be VERB dad-11686 80 16 added add VERB dad-11686 80 17 social social ADJ dad-11686 80 18 dimensions dimension NOUN dad-11686 80 19 ( ( PUNCT dad-11686 80 20 howley howley PROPN dad-11686 80 21 and and CCONJ dad-11686 80 22 rosé rosé ADJ dad-11686 80 23 , , PUNCT dad-11686 80 24 2016 2016 NUM dad-11686 80 25 ) ) PUNCT dad-11686 80 26 . . PUNCT dad-11686 81 1 here here ADV dad-11686 81 2 , , PUNCT dad-11686 81 3 itss itss PROPN dad-11686 81 4 are be AUX dad-11686 81 5 used use VERB dad-11686 81 6 to to PART dad-11686 81 7 further further VERB dad-11686 81 8 the the DET dad-11686 81 9 students student NOUN dad-11686 81 10 ’ ’ PART dad-11686 81 11 skills skill NOUN dad-11686 81 12 in in ADP dad-11686 81 13 a a DET dad-11686 81 14 collaborative collaborative ADJ dad-11686 81 15 activity activity NOUN dad-11686 81 16 ( ( PUNCT dad-11686 81 17 scheuer scheuer NOUN dad-11686 81 18 et et PROPN dad-11686 81 19 al al PROPN dad-11686 81 20 . . PROPN dad-11686 81 21 , , PUNCT dad-11686 81 22 2010 2010 NUM dad-11686 81 23 ) ) PUNCT dad-11686 81 24 , , PUNCT dad-11686 81 25 or or CCONJ dad-11686 81 26 even even ADV dad-11686 81 27 facilitate facilitate VERB dad-11686 81 28 learning learning NOUN dad-11686 81 29 . . PUNCT dad-11686 82 1 walker walker PROPN dad-11686 82 2 et et PROPN dad-11686 82 3 al al PROPN dad-11686 82 4 . . PROPN dad-11686 82 5 ( ( PUNCT dad-11686 82 6 2011a 2011a NUM dad-11686 82 7 , , PUNCT dad-11686 82 8 b b NOUN dad-11686 82 9 ) ) PUNCT dad-11686 82 10 for for ADP dad-11686 82 11 instance instance NOUN dad-11686 82 12 , , PUNCT dad-11686 82 13 have have AUX dad-11686 82 14 implemented implement VERB dad-11686 82 15 a a DET dad-11686 82 16 system system NOUN dad-11686 82 17 in in ADP dad-11686 82 18 such such DET dad-11686 82 19 a a DET dad-11686 82 20 scenario scenario NOUN dad-11686 82 21 , , PUNCT dad-11686 82 22 where where SCONJ dad-11686 82 23 feedback feedback NOUN dad-11686 82 24 is be AUX dad-11686 82 25 adaptively adaptively ADV dad-11686 82 26 given give VERB dad-11686 82 27 depending depend VERB dad-11686 82 28 on on ADP dad-11686 82 29 the the DET dad-11686 82 30 interactions interaction NOUN dad-11686 82 31 students student NOUN dad-11686 82 32 are be AUX dad-11686 82 33 having have VERB dad-11686 82 34 in in ADP dad-11686 82 35 the the DET dad-11686 82 36 classroom classroom NOUN dad-11686 82 37 . . PUNCT dad-11686 83 1 here here ADV dad-11686 83 2 , , PUNCT dad-11686 83 3 student student NOUN dad-11686 83 4 collaboration collaboration NOUN dad-11686 83 5 was be AUX dad-11686 83 6 actively actively ADV dad-11686 83 7 analysed analyse VERB dad-11686 83 8 using use VERB dad-11686 83 9 the the DET dad-11686 83 10 system system NOUN dad-11686 83 11 put put VERB dad-11686 83 12 forth forth ADV dad-11686 83 13 by by ADP dad-11686 83 14 rosé rosé PROPN dad-11686 83 15 et et PROPN dad-11686 83 16 al al PROPN dad-11686 83 17 . . PROPN dad-11686 84 1 ( ( PUNCT dad-11686 84 2 2008 2008 NUM dad-11686 84 3 ): ): PUNCT dad-11686 84 4 an an DET dad-11686 84 5 automated automate VERB dad-11686 84 6 text text NOUN dad-11686 84 7 classification classification NOUN dad-11686 84 8 software software NOUN dad-11686 84 9 used use VERB dad-11686 84 10 in in ADP dad-11686 84 11 educational educational ADJ dad-11686 84 12 contexts contexts NOUN dad-11686 84 13 . . PUNCT dad-11686 85 1 thus thus ADV dad-11686 85 2 distinguishing distinguish VERB dad-11686 85 3 types type NOUN dad-11686 85 4 of of ADP dad-11686 85 5 interactions interaction NOUN dad-11686 85 6 based base VERB dad-11686 85 7 on on ADP dad-11686 85 8 verbal verbal ADJ dad-11686 85 9 behaviour behaviour NOUN dad-11686 85 10 has have AUX dad-11686 85 11 been be AUX dad-11686 85 12 implemented implement VERB dad-11686 85 13 with with ADP dad-11686 85 14 success success NOUN dad-11686 85 15 to to PART dad-11686 85 16 equip equip VERB dad-11686 85 17 an an DET dad-11686 85 18 agent agent NOUN dad-11686 85 19 acting act VERB dad-11686 85 20 as as ADP dad-11686 85 21 a a DET dad-11686 85 22 tutor tutor NOUN dad-11686 85 23 with with ADP dad-11686 85 24 better well ADJ dad-11686 85 25 feedback feedback NOUN dad-11686 85 26 capabilities capability NOUN dad-11686 85 27 . . PUNCT dad-11686 86 1 in in ADP dad-11686 86 2 the the DET dad-11686 86 3 present present ADJ dad-11686 86 4 work work NOUN dad-11686 86 5 , , PUNCT dad-11686 86 6 we we PRON dad-11686 86 7 utilise utilise VERB dad-11686 86 8 a a DET dad-11686 86 9 dataset dataset NOUN dad-11686 86 10 of of ADP dad-11686 86 11 children child NOUN dad-11686 86 12 engaged engage VERB dad-11686 86 13 in in ADP dad-11686 86 14 a a DET dad-11686 86 15 collaborative collaborative ADJ dad-11686 86 16 learning learning NOUN dad-11686 86 17 activity activity NOUN dad-11686 86 18 , , PUNCT dad-11686 86 19 where where SCONJ dad-11686 86 20 a a DET dad-11686 86 21 robot robot NOUN dad-11686 86 22 uses use VERB dad-11686 86 23 minimal minimal ADJ dad-11686 86 24 terminology terminology NOUN dad-11686 86 25 to to PART dad-11686 86 26 explain explain VERB dad-11686 86 27 the the DET dad-11686 86 28 task task NOUN dad-11686 86 29 to to ADP dad-11686 86 30 the the DET dad-11686 86 31 children child NOUN dad-11686 86 32 . . PUNCT dad-11686 87 1 while while SCONJ dad-11686 87 2 the the DET dad-11686 87 3 robot robot NOUN dad-11686 87 4 intervention intervention NOUN dad-11686 87 5 is be AUX dad-11686 87 6 minimal minimal ADJ dad-11686 87 7 in in ADP dad-11686 87 8 this this DET dad-11686 87 9 dataset dataset NOUN dad-11686 87 10 ( ( PUNCT dad-11686 87 11 see see VERB dad-11686 87 12 sec sec PROPN dad-11686 87 13 . . PROPN dad-11686 87 14 3 3 NUM dad-11686 87 15 for for ADP dad-11686 87 16 further further ADJ dad-11686 87 17 4 4 NUM dad-11686 87 18 studying study VERB dad-11686 87 19 alignment alignment NOUN dad-11686 87 20 in in ADP dad-11686 87 21 a a DET dad-11686 87 22 collaborative collaborative ADJ dad-11686 87 23 learning learning NOUN dad-11686 87 24 activity activity NOUN dad-11686 87 25 via via ADP dad-11686 87 26 automatic automatic ADJ dad-11686 87 27 methods method NOUN dad-11686 87 28 details detail NOUN dad-11686 87 29 ) ) PUNCT dad-11686 87 30 , , PUNCT dad-11686 87 31 a a DET dad-11686 87 32 goal goal NOUN dad-11686 87 33 of of ADP dad-11686 87 34 this this DET dad-11686 87 35 work work NOUN dad-11686 87 36 is be AUX dad-11686 87 37 to to PART dad-11686 87 38 contribute contribute VERB dad-11686 87 39 towards towards ADP dad-11686 87 40 research research NOUN dad-11686 87 41 that that PRON dad-11686 87 42 could could AUX dad-11686 87 43 enhance enhance VERB dad-11686 87 44 the the DET dad-11686 87 45 capabilities capability NOUN dad-11686 87 46 of of ADP dad-11686 87 47 the the DET dad-11686 87 48 robot robot NOUN dad-11686 87 49 ; ; PUNCT dad-11686 87 50 enabling enable VERB dad-11686 87 51 it it PRON dad-11686 87 52 to to PART dad-11686 87 53 intervene intervene VERB dad-11686 87 54 to to PART dad-11686 87 55 facilitate facilitate VERB dad-11686 87 56 task task NOUN dad-11686 87 57 success success NOUN dad-11686 87 58 . . PUNCT dad-11686 88 1 2.1.2 2.1.2 NUM dad-11686 88 2 complications complication NOUN dad-11686 88 3 of of ADP dad-11686 88 4 working work VERB dad-11686 88 5 with with ADP dad-11686 88 6 speech speech NOUN dad-11686 88 7 data datum NOUN dad-11686 88 8 since since SCONJ dad-11686 88 9 our our PRON dad-11686 88 10 dataset dataset NOUN dad-11686 88 11 consists consist NOUN dad-11686 88 12 of of ADP dad-11686 88 13 spoken spoken ADJ dad-11686 88 14 dialogues dialogue NOUN dad-11686 88 15 among among ADP dad-11686 88 16 children child NOUN dad-11686 88 17 , , PUNCT dad-11686 88 18 in in ADP dad-11686 88 19 addition addition NOUN dad-11686 88 20 to to ADP dad-11686 88 21 studying study VERB dad-11686 88 22 the the DET dad-11686 88 23 process process NOUN dad-11686 88 24 of of ADP dad-11686 88 25 collaboration collaboration NOUN dad-11686 88 26 , , PUNCT dad-11686 88 27 we we PRON dad-11686 88 28 would would AUX dad-11686 88 29 like like VERB dad-11686 88 30 to to PART dad-11686 88 31 observe observe VERB dad-11686 88 32 how how SCONJ dad-11686 88 33 the the DET dad-11686 88 34 speech speech NOUN dad-11686 88 35 modality modality NOUN dad-11686 88 36 contributes contribute VERB dad-11686 88 37 to to ADP dad-11686 88 38 collaboration collaboration NOUN dad-11686 88 39 . . PUNCT dad-11686 89 1 previous previous ADJ dad-11686 89 2 research research NOUN dad-11686 89 3 also also ADV dad-11686 89 4 indicates indicate VERB dad-11686 89 5 the the DET dad-11686 89 6 importance importance NOUN dad-11686 89 7 of of ADP dad-11686 89 8 the the DET dad-11686 89 9 speech speech NOUN dad-11686 89 10 modality modality NOUN dad-11686 89 11 in in ADP dad-11686 89 12 educational educational ADJ dad-11686 89 13 scenarios scenario NOUN dad-11686 89 14 . . PUNCT dad-11686 90 1 litman litman NOUN dad-11686 90 2 et et PROPN dad-11686 90 3 al al PROPN dad-11686 90 4 . . PROPN dad-11686 90 5 ( ( PUNCT dad-11686 90 6 2004 2004 NUM dad-11686 90 7 ) ) PUNCT dad-11686 90 8 for for ADP dad-11686 90 9 instance instance NOUN dad-11686 90 10 found find VERB dad-11686 90 11 that that SCONJ dad-11686 90 12 learning learn VERB dad-11686 90 13 gain gain NOUN dad-11686 90 14 is be AUX dad-11686 90 15 positively positively ADV dad-11686 90 16 impacted impact VERB dad-11686 90 17 when when SCONJ dad-11686 90 18 the the DET dad-11686 90 19 interaction interaction NOUN dad-11686 90 20 modality modality NOUN dad-11686 90 21 includes include VERB dad-11686 90 22 speech speech NOUN dad-11686 90 23 , , PUNCT dad-11686 90 24 compared compare VERB dad-11686 90 25 to to ADP dad-11686 90 26 solely solely ADV dad-11686 90 27 written write VERB dad-11686 90 28 input input NOUN dad-11686 90 29 for for ADP dad-11686 90 30 human human ADJ dad-11686 90 31 - - PUNCT dad-11686 90 32 human human NOUN dad-11686 90 33 tutoring tutoring NOUN dad-11686 90 34 data datum NOUN dad-11686 90 35 . . PUNCT dad-11686 91 1 related relate VERB dad-11686 91 2 to to ADP dad-11686 91 3 collaboration collaboration NOUN dad-11686 91 4 , , PUNCT dad-11686 91 5 the the DET dad-11686 91 6 co co NOUN dad-11686 91 7 - - NOUN dad-11686 91 8 presence presence NOUN dad-11686 91 9 of of ADP dad-11686 91 10 interlocutors interlocutor NOUN dad-11686 91 11 , , PUNCT dad-11686 91 12 visibility visibility NOUN dad-11686 91 13 and and CCONJ dad-11686 91 14 audibility audibility NOUN dad-11686 91 15 in in ADP dad-11686 91 16 the the DET dad-11686 91 17 medium medium NOUN dad-11686 91 18 have have AUX dad-11686 91 19 been be AUX dad-11686 91 20 found find VERB dad-11686 91 21 to to PART dad-11686 91 22 dramatically dramatically ADV dad-11686 91 23 affect affect VERB dad-11686 91 24 the the DET dad-11686 91 25 process process NOUN dad-11686 91 26 of of ADP dad-11686 91 27 mutual mutual ADJ dad-11686 91 28 understanding understanding NOUN dad-11686 91 29 ( ( PUNCT dad-11686 91 30 dillenbourg dillenbourg NOUN dad-11686 91 31 and and CCONJ dad-11686 91 32 traum traum NOUN dad-11686 91 33 , , PUNCT dad-11686 91 34 2006 2006 NUM dad-11686 91 35 ; ; PUNCT dad-11686 91 36 clark clark NOUN dad-11686 91 37 and and CCONJ dad-11686 91 38 brennan brennan PROPN dad-11686 91 39 , , PUNCT dad-11686 91 40 1991 1991 NUM dad-11686 91 41 ) ) PUNCT dad-11686 91 42 . . PUNCT dad-11686 92 1 in in ADP dad-11686 92 2 itss itss PROPN dad-11686 92 3 , , PUNCT dad-11686 92 4 a a DET dad-11686 92 5 first first ADJ dad-11686 92 6 step step NOUN dad-11686 92 7 in in ADP dad-11686 92 8 the the DET dad-11686 92 9 pipeline pipeline NOUN dad-11686 92 10 is be AUX dad-11686 92 11 the the DET dad-11686 92 12 transformation transformation NOUN dad-11686 92 13 of of ADP dad-11686 92 14 the the DET dad-11686 92 15 input input NOUN dad-11686 92 16 into into ADP dad-11686 92 17 a a DET dad-11686 92 18 parsable parsable ADJ dad-11686 92 19 format format NOUN dad-11686 92 20 ( ( PUNCT dad-11686 92 21 d’mello d’mello PROPN dad-11686 92 22 and and CCONJ dad-11686 92 23 graesser graesser NOUN dad-11686 92 24 , , PUNCT dad-11686 92 25 2013 2013 NUM dad-11686 92 26 ) ) PUNCT dad-11686 92 27 . . PUNCT dad-11686 93 1 this this PRON dad-11686 93 2 is be AUX dad-11686 93 3 not not PART dad-11686 93 4 straightforward straightforward ADJ dad-11686 93 5 when when SCONJ dad-11686 93 6 the the DET dad-11686 93 7 input input NOUN dad-11686 93 8 is be AUX dad-11686 93 9 spoken speak VERB dad-11686 93 10 , , PUNCT dad-11686 93 11 as as SCONJ dad-11686 93 12 the the DET dad-11686 93 13 quality quality NOUN dad-11686 93 14 of of ADP dad-11686 93 15 transcription transcription NOUN dad-11686 93 16 ( ( PUNCT dad-11686 93 17 i.e. i.e. X dad-11686 93 18 the the DET dad-11686 93 19 parsable parsable ADJ dad-11686 93 20 format format NOUN dad-11686 93 21 ) ) PUNCT dad-11686 93 22 can can AUX dad-11686 93 23 depend depend VERB dad-11686 93 24 on on ADP dad-11686 93 25 the the DET dad-11686 93 26 performance performance NOUN dad-11686 93 27 of of ADP dad-11686 93 28 the the DET dad-11686 93 29 automatic automatic ADJ dad-11686 93 30 speech speech NOUN dad-11686 93 31 recognition recognition NOUN dad-11686 93 32 ( ( PUNCT dad-11686 93 33 asr asr NOUN dad-11686 93 34 ) ) PUNCT dad-11686 93 35 system system NOUN dad-11686 93 36 . . PUNCT dad-11686 94 1 furthermore furthermore ADV dad-11686 94 2 , , PUNCT dad-11686 94 3 methodologies methodology NOUN dad-11686 94 4 could could AUX dad-11686 94 5 neglect neglect VERB dad-11686 94 6 to to PART dad-11686 94 7 consider consider VERB dad-11686 94 8 spontaneous spontaneous ADJ dad-11686 94 9 speech speech NOUN dad-11686 94 10 phenomena phenomenon NOUN dad-11686 94 11 . . PUNCT dad-11686 95 1 after after SCONJ dad-11686 95 2 the the DET dad-11686 95 3 input input NOUN dad-11686 95 4 is be AUX dad-11686 95 5 transcribed transcribe VERB dad-11686 95 6 ( ( PUNCT dad-11686 95 7 and and CCONJ dad-11686 95 8 also also ADV dad-11686 95 9 for for ADP dad-11686 95 10 general general ADJ dad-11686 95 11 dialogue dialogue NOUN dad-11686 95 12 systems system NOUN dad-11686 95 13 ) ) PUNCT dad-11686 95 14 it it PRON dad-11686 95 15 is be AUX dad-11686 95 16 then then ADV dad-11686 95 17 collapsed collapse VERB dad-11686 95 18 into into ADP dad-11686 95 19 a a DET dad-11686 95 20 semantic semantic ADJ dad-11686 95 21 frame frame NOUN dad-11686 95 22 ( ( PUNCT dad-11686 95 23 see see VERB dad-11686 95 24 tur tur X dad-11686 95 25 and and CCONJ dad-11686 95 26 de de X dad-11686 95 27 mori mori NOUN dad-11686 95 28 2011 2011 NUM dad-11686 95 29 ; ; PUNCT dad-11686 95 30 louvan louvan NOUN dad-11686 95 31 and and CCONJ dad-11686 95 32 magnini magnini NOUN dad-11686 95 33 2020 2020 NUM dad-11686 95 34 for for ADP dad-11686 95 35 general general ADJ dad-11686 95 36 task task NOUN dad-11686 95 37 oriented orient VERB dad-11686 95 38 - - PUNCT dad-11686 95 39 dialogue dialogue NOUN dad-11686 95 40 ) ) PUNCT dad-11686 95 41 , , PUNCT dad-11686 95 42 consisting consist VERB dad-11686 95 43 of of ADP dad-11686 95 44 speech speech NOUN dad-11686 95 45 acts act NOUN dad-11686 95 46 and and CCONJ dad-11686 95 47 certain certain ADJ dad-11686 95 48 keywords keyword NOUN dad-11686 95 49 / / SYM dad-11686 95 50 phrases phrase NOUN dad-11686 95 51 to to PART dad-11686 95 52 estimate estimate VERB dad-11686 95 53 local local ADJ dad-11686 95 54 and and CCONJ dad-11686 95 55 global global ADJ dad-11686 95 56 levels level NOUN dad-11686 95 57 of of ADP dad-11686 95 58 learning learn VERB dad-11686 95 59 . . PUNCT dad-11686 96 1 the the DET dad-11686 96 2 local local ADJ dad-11686 96 3 level level NOUN dad-11686 96 4 of of ADP dad-11686 96 5 learning learn VERB dad-11686 96 6 for for ADP dad-11686 96 7 instance instance NOUN dad-11686 96 8 , , PUNCT dad-11686 96 9 may may AUX dad-11686 96 10 be be AUX dad-11686 96 11 estimated estimate VERB dad-11686 96 12 by by ADP dad-11686 96 13 comparing compare VERB dad-11686 96 14 certain certain ADJ dad-11686 96 15 keywords keyword NOUN dad-11686 96 16 said say VERB dad-11686 96 17 by by ADP dad-11686 96 18 the the DET dad-11686 96 19 learner learner NOUN dad-11686 96 20 compared compare VERB dad-11686 96 21 to to ADP dad-11686 96 22 the the DET dad-11686 96 23 expected expect VERB dad-11686 96 24 answer answer NOUN dad-11686 96 25 keyword keyword NOUN dad-11686 96 26 ( ( PUNCT dad-11686 96 27 d’mello d’mello PROPN dad-11686 96 28 and and CCONJ dad-11686 96 29 graesser graesser NOUN dad-11686 96 30 , , PUNCT dad-11686 96 31 2013 2013 NUM dad-11686 96 32 ) ) PUNCT dad-11686 96 33 . . PUNCT dad-11686 97 1 thus thus ADV dad-11686 97 2 while while SCONJ dad-11686 97 3 works work VERB dad-11686 97 4 on on ADP dad-11686 97 5 itss itss PROPN dad-11686 97 6 and and CCONJ dad-11686 97 7 educational educational ADJ dad-11686 97 8 scenarios scenario NOUN dad-11686 97 9 may may AUX dad-11686 97 10 include include VERB dad-11686 97 11 the the DET dad-11686 97 12 spoken spoken ADJ dad-11686 97 13 modality modality NOUN dad-11686 97 14 , , PUNCT dad-11686 97 15 often often ADV dad-11686 97 16 then then ADV dad-11686 97 17 the the DET dad-11686 97 18 textual textual ADJ dad-11686 97 19 input input NOUN dad-11686 97 20 ( ( PUNCT dad-11686 97 21 manually manually ADV dad-11686 97 22 or or CCONJ dad-11686 97 23 automatically automatically ADV dad-11686 97 24 transcribed transcribe VERB dad-11686 97 25 ) ) PUNCT dad-11686 97 26 will will AUX dad-11686 97 27 still still ADV dad-11686 97 28 remove remove VERB dad-11686 97 29 many many ADJ dad-11686 97 30 of of ADP dad-11686 97 31 the the DET dad-11686 97 32 phenomena phenomena NOUN dad-11686 97 33 arising arise VERB dad-11686 97 34 from from ADP dad-11686 97 35 speech speech NOUN dad-11686 97 36 , , PUNCT dad-11686 97 37 to to PART dad-11686 97 38 model model VERB dad-11686 97 39 the the DET dad-11686 97 40 learner learner NOUN dad-11686 97 41 . . PUNCT dad-11686 98 1 however however ADV dad-11686 98 2 , , PUNCT dad-11686 98 3 spoken spoken ADJ dad-11686 98 4 utterances utterance NOUN dad-11686 98 5 often often ADV dad-11686 98 6 contain contain VERB dad-11686 98 7 ‘ ' PUNCT dad-11686 98 8 messy messy ADJ dad-11686 98 9 ’ ' PUNCT dad-11686 98 10 ( ( PUNCT dad-11686 98 11 disfluent disfluent ADJ dad-11686 98 12 ) ) PUNCT dad-11686 98 13 speech speech NOUN dad-11686 98 14 , , PUNCT dad-11686 98 15 for for ADP dad-11686 98 16 instance instance NOUN dad-11686 98 17 , , PUNCT dad-11686 98 18 spontaneous spontaneous ADJ dad-11686 98 19 speech speech NOUN dad-11686 98 20 phenomena phenomenon NOUN dad-11686 98 21 such such ADJ dad-11686 98 22 as as ADP dad-11686 98 23 “ " PUNCT dad-11686 98 24 uh uh INTJ dad-11686 98 25 ” " PUNCT dad-11686 98 26 , , PUNCT dad-11686 98 27 “ " PUNCT dad-11686 98 28 erm erm PROPN dad-11686 98 29 ” " PUNCT dad-11686 98 30 and and CCONJ dad-11686 98 31 so so ADV dad-11686 98 32 on on ADV dad-11686 98 33 . . PUNCT dad-11686 99 1 they they PRON dad-11686 99 2 may may AUX dad-11686 99 3 even even ADV dad-11686 99 4 be be AUX dad-11686 99 5 relevant relevant ADJ dad-11686 99 6 when when SCONJ dad-11686 99 7 considering consider VERB dad-11686 99 8 the the DET dad-11686 99 9 added add VERB dad-11686 99 10 dimension dimension NOUN dad-11686 99 11 of of ADP dad-11686 99 12 a a DET dad-11686 99 13 pedagogical pedagogical ADJ dad-11686 99 14 goal goal NOUN dad-11686 99 15 , , PUNCT dad-11686 99 16 as as SCONJ dad-11686 99 17 certain certain ADJ dad-11686 99 18 speech speech NOUN dad-11686 99 19 phenomena phenomenon NOUN dad-11686 99 20 have have AUX dad-11686 99 21 been be AUX dad-11686 99 22 linked link VERB dad-11686 99 23 to to ADP dad-11686 99 24 signs sign NOUN dad-11686 99 25 of of ADP dad-11686 99 26 hesitation hesitation NOUN dad-11686 99 27 and and CCONJ dad-11686 99 28 uncertainty uncertainty NOUN dad-11686 99 29 ( ( PUNCT dad-11686 99 30 pickett pickett PROPN dad-11686 99 31 , , PUNCT dad-11686 99 32 2018 2018 NUM dad-11686 99 33 ; ; PUNCT dad-11686 99 34 smith smith PROPN dad-11686 99 35 and and CCONJ dad-11686 99 36 clark clark PROPN dad-11686 99 37 , , PUNCT dad-11686 99 38 1993 1993 NUM dad-11686 99 39 ; ; PUNCT dad-11686 99 40 brennan brennan PROPN dad-11686 99 41 and and CCONJ dad-11686 99 42 williams williams PROPN dad-11686 99 43 , , PUNCT dad-11686 99 44 1995 1995 NUM dad-11686 99 45 ) ) PUNCT dad-11686 99 46 and and CCONJ dad-11686 99 47 information information NOUN dad-11686 99 48 management management NOUN dad-11686 99 49 ( ( PUNCT dad-11686 99 50 schiffrin schiffrin NOUN dad-11686 99 51 , , PUNCT dad-11686 99 52 1987 1987 NUM dad-11686 99 53 ) ) PUNCT dad-11686 99 54 . . PUNCT dad-11686 100 1 thus thus ADV dad-11686 100 2 , , PUNCT dad-11686 100 3 since since SCONJ dad-11686 100 4 speech speech NOUN dad-11686 100 5 has have AUX dad-11686 100 6 been be AUX dad-11686 100 7 found find VERB dad-11686 100 8 to to PART dad-11686 100 9 be be AUX dad-11686 100 10 an an DET dad-11686 100 11 important important ADJ dad-11686 100 12 factor factor NOUN dad-11686 100 13 in in ADP dad-11686 100 14 learning learn VERB dad-11686 100 15 outcomes outcome NOUN dad-11686 100 16 ( ( PUNCT dad-11686 100 17 and and CCONJ dad-11686 100 18 indeed indeed ADV dad-11686 100 19 , , PUNCT dad-11686 100 20 analysis analysis NOUN dad-11686 100 21 shows show VERB dad-11686 100 22 the the DET dad-11686 100 23 impact impact NOUN dad-11686 100 24 of of ADP dad-11686 100 25 the the DET dad-11686 100 26 speech speech NOUN dad-11686 100 27 modality modality NOUN dad-11686 100 28 over over ADP dad-11686 100 29 just just ADV dad-11686 100 30 the the DET dad-11686 100 31 written write VERB dad-11686 100 32 modality modality NOUN dad-11686 100 33 on on ADP dad-11686 100 34 learning learn VERB dad-11686 100 35 ( ( PUNCT dad-11686 100 36 litman litman NOUN dad-11686 100 37 et et PROPN dad-11686 100 38 al al PROPN dad-11686 100 39 . . PROPN dad-11686 100 40 , , PUNCT dad-11686 100 41 2004 2004 NUM dad-11686 100 42 ) ) PUNCT dad-11686 100 43 , , PUNCT dad-11686 100 44 but but CCONJ dad-11686 100 45 also also ADV dad-11686 100 46 , , PUNCT dad-11686 100 47 the the DET dad-11686 100 48 association association NOUN dad-11686 100 49 of of ADP dad-11686 100 50 acoustic acoustic ADJ dad-11686 100 51 features feature NOUN dad-11686 100 52 with with ADP dad-11686 100 53 learning learn VERB dad-11686 100 54 such such ADJ dad-11686 100 55 as as ADP dad-11686 100 56 in in ADP dad-11686 100 57 ward ward NOUN dad-11686 100 58 and and CCONJ dad-11686 100 59 litman litman NOUN dad-11686 100 60 ( ( PUNCT dad-11686 100 61 2007a 2007a NUM dad-11686 100 62 ) ) PUNCT dad-11686 100 63 ) ) PUNCT dad-11686 100 64 , , PUNCT dad-11686 100 65 there there PRON dad-11686 100 66 should should AUX dad-11686 100 67 be be AUX dad-11686 100 68 a a DET dad-11686 100 69 focus focus NOUN dad-11686 100 70 on on ADP dad-11686 100 71 developing develop VERB dad-11686 100 72 methodologies methodology NOUN dad-11686 100 73 to to PART dad-11686 100 74 analyse analyse VERB dad-11686 100 75 its its PRON dad-11686 100 76 characteristics characteristic NOUN dad-11686 100 77 . . PUNCT dad-11686 101 1 we we PRON dad-11686 101 2 have have AUX dad-11686 101 3 previously previously ADV dad-11686 101 4 discussed discuss VERB dad-11686 101 5 some some DET dad-11686 101 6 methodologies methodology NOUN dad-11686 101 7 that that PRON dad-11686 101 8 focus focus VERB dad-11686 101 9 on on ADP dad-11686 101 10 the the DET dad-11686 101 11 acoustic acoustic ADJ dad-11686 101 12 characteristics characteristic NOUN dad-11686 101 13 of of ADP dad-11686 101 14 speech speech NOUN dad-11686 101 15 . . PUNCT dad-11686 102 1 however however ADV dad-11686 102 2 , , PUNCT dad-11686 102 3 there there PRON dad-11686 102 4 is be VERB dad-11686 102 5 not not PART dad-11686 102 6 enough enough ADJ dad-11686 102 7 progress progress NOUN dad-11686 102 8 on on ADP dad-11686 102 9 systems system NOUN dad-11686 102 10 capable capable ADJ dad-11686 102 11 of of ADP dad-11686 102 12 analysing analyse VERB dad-11686 102 13 spontaneous spontaneous ADJ dad-11686 102 14 speech speech NOUN dad-11686 102 15 phenomena phenomenon NOUN dad-11686 102 16 that that PRON dad-11686 102 17 can can AUX dad-11686 102 18 be be AUX dad-11686 102 19 transcribed transcribe VERB dad-11686 102 20 in in ADP dad-11686 102 21 text text NOUN dad-11686 102 22 . . PUNCT dad-11686 103 1 2.1.3 2.1.3 NUM dad-11686 103 2 alignment alignment NOUN dad-11686 103 3 in in ADP dad-11686 103 4 educational educational ADJ dad-11686 103 5 dialogue dialogue NOUN dad-11686 103 6 the the DET dad-11686 103 7 alignment alignment NOUN dad-11686 103 8 of of ADP dad-11686 103 9 behaviour behaviour NOUN dad-11686 103 10 has have AUX dad-11686 103 11 been be AUX dad-11686 103 12 investigated investigate VERB dad-11686 103 13 at at ADP dad-11686 103 14 varying vary VERB dad-11686 103 15 linguistic linguistic ADJ dad-11686 103 16 levels level NOUN dad-11686 103 17 , , PUNCT dad-11686 103 18 from from ADP dad-11686 103 19 acoustic acoustic ADJ dad-11686 103 20 / / SYM dad-11686 103 21 prosodic prosodic NOUN dad-11686 103 22 ( ( PUNCT dad-11686 103 23 e.g. e.g. ADV dad-11686 103 24 thomason thomason PROPN dad-11686 103 25 et et PROPN dad-11686 103 26 al al PROPN dad-11686 103 27 . . PROPN dad-11686 103 28 2013 2013 NUM dad-11686 103 29 ; ; PUNCT dad-11686 103 30 ward ward NOUN dad-11686 103 31 and and CCONJ dad-11686 103 32 litman litman NOUN dad-11686 103 33 2007b 2007b NUM dad-11686 103 34 , , PUNCT dad-11686 103 35 a a PRON dad-11686 103 36 ; ; PUNCT dad-11686 103 37 lubold lubold ADJ dad-11686 103 38 and and CCONJ dad-11686 103 39 pon pon NOUN dad-11686 103 40 - - PUNCT dad-11686 103 41 barry barry NOUN dad-11686 103 42 2014 2014 NUM dad-11686 103 43 ) ) PUNCT dad-11686 103 44 , , PUNCT dad-11686 103 45 to to PART dad-11686 103 46 lexical lexical VERB dad-11686 103 47 ( ( PUNCT dad-11686 103 48 e.g. e.g. ADV dad-11686 103 49 ward ward NOUN dad-11686 103 50 and and CCONJ dad-11686 103 51 litman litman NOUN dad-11686 103 52 2007b 2007b PROPN dad-11686 103 53 , , PUNCT dad-11686 103 54 a a PRON dad-11686 103 55 ) ) PUNCT dad-11686 103 56 , , PUNCT dad-11686 103 57 and and CCONJ dad-11686 103 58 syntactic syntactic ADJ dad-11686 103 59 ( ( PUNCT dad-11686 103 60 e.g. e.g. ADV dad-11686 103 61 reitter reitter NOUN dad-11686 103 62 and and CCONJ dad-11686 103 63 moore moore PROPN dad-11686 103 64 2014 2014 NUM dad-11686 103 65 ) ) PUNCT dad-11686 103 66 . . PUNCT dad-11686 104 1 research research NOUN dad-11686 104 2 on on ADP dad-11686 104 3 alignment alignment NOUN dad-11686 104 4 in in ADP dad-11686 104 5 educational educational ADJ dad-11686 104 6 scenarios scenario NOUN dad-11686 104 7 can can AUX dad-11686 104 8 shed shed VERB dad-11686 104 9 light light NOUN dad-11686 104 10 on on ADP dad-11686 104 11 learning learn VERB dad-11686 104 12 outcomes outcome NOUN dad-11686 104 13 . . PUNCT dad-11686 105 1 for for ADP dad-11686 105 2 instance instance NOUN dad-11686 105 3 , , PUNCT dad-11686 105 4 sinclair sinclair NOUN dad-11686 105 5 and and CCONJ dad-11686 105 6 schneider schneider NOUN dad-11686 105 7 ( ( PUNCT dad-11686 105 8 2021 2021 NUM dad-11686 105 9 ) ) PUNCT dad-11686 105 10 showed show VERB dad-11686 105 11 that that SCONJ dad-11686 105 12 linguistic linguistic ADJ dad-11686 105 13 and and CCONJ dad-11686 105 14 gestural gestural ADJ dad-11686 105 15 alignment alignment NOUN dad-11686 105 16 in in ADP dad-11686 105 17 dialogue dialogue NOUN dad-11686 105 18 correlate correlate VERB dad-11686 105 19 with with ADP dad-11686 105 20 learning learning NOUN dad-11686 105 21 and and CCONJ dad-11686 105 22 are be AUX dad-11686 105 23 indicative indicative ADJ dad-11686 105 24 of of ADP dad-11686 105 25 success success NOUN dad-11686 105 26 in in ADP dad-11686 105 27 collaborative collaborative ADJ dad-11686 105 28 problem problem NOUN dad-11686 105 29 solving solve VERB dad-11686 105 30 . . PUNCT dad-11686 106 1 similarly similarly ADV dad-11686 106 2 , , PUNCT dad-11686 106 3 ward ward NOUN dad-11686 106 4 and and CCONJ dad-11686 106 5 litman litman NOUN dad-11686 106 6 ( ( PUNCT dad-11686 106 7 2007a 2007a NUM dad-11686 106 8 ) ) PUNCT dad-11686 106 9 found find VERB dad-11686 106 10 that that SCONJ dad-11686 106 11 the the DET dad-11686 106 12 convergence convergence NOUN dad-11686 106 13 of of ADP dad-11686 106 14 lexical lexical ADJ dad-11686 106 15 and and CCONJ dad-11686 106 16 acoustic acoustic ADJ dad-11686 106 17 behaviours behaviour NOUN dad-11686 106 18 can can AUX dad-11686 106 19 predict predict VERB dad-11686 106 20 learning learn VERB dad-11686 106 21 outcomes outcome NOUN dad-11686 106 22 . . PUNCT dad-11686 107 1 convergence convergence NOUN dad-11686 107 2 5 5 NUM dad-11686 107 3 utku utku NOUN dad-11686 107 4 norman∗ norman∗ NOUN dad-11686 107 5 , , PUNCT dad-11686 107 6 tanvi tanvi NOUN dad-11686 107 7 dinkar∗ dinkar∗ NOUN dad-11686 107 8 , , PUNCT dad-11686 107 9 barbara barbara PROPN dad-11686 107 10 bruno bruno PROPN dad-11686 107 11 , , PUNCT dad-11686 107 12 and and CCONJ dad-11686 107 13 chloé chloé NOUN dad-11686 107 14 clavel clavel ADV dad-11686 107 15 of of ADP dad-11686 107 16 behaviour behaviour NOUN dad-11686 107 17 can can AUX dad-11686 107 18 be be AUX dad-11686 107 19 thought think VERB dad-11686 107 20 of of ADP dad-11686 107 21 as as ADP dad-11686 107 22 a a DET dad-11686 107 23 variation variation NOUN dad-11686 107 24 of of ADP dad-11686 107 25 alignment alignment NOUN dad-11686 107 26 . . PUNCT dad-11686 108 1 even even ADV dad-11686 108 2 in in ADP dad-11686 108 3 an an DET dad-11686 108 4 automated automate VERB dad-11686 108 5 setting setting NOUN dad-11686 108 6 , , PUNCT dad-11686 108 7 lubold lubold PROPN dad-11686 108 8 et et PROPN dad-11686 108 9 al al PROPN dad-11686 108 10 . . PROPN dad-11686 109 1 ( ( PUNCT dad-11686 109 2 2018 2018 NUM dad-11686 109 3 ) ) PUNCT dad-11686 109 4 showed show VERB dad-11686 109 5 that that SCONJ dad-11686 109 6 a a DET dad-11686 109 7 robot robot NOUN dad-11686 109 8 that that PRON dad-11686 109 9 aligns align VERB dad-11686 109 10 with with ADP dad-11686 109 11 the the DET dad-11686 109 12 interlocutor interlocutor NOUN dad-11686 109 13 and and CCONJ dad-11686 109 14 speaks speak VERB dad-11686 109 15 socially socially ADV dad-11686 109 16 has have VERB dad-11686 109 17 a a DET dad-11686 109 18 positive positive ADJ dad-11686 109 19 effect effect NOUN dad-11686 109 20 on on ADP dad-11686 109 21 learning learn VERB dad-11686 109 22 . . PUNCT dad-11686 110 1 research research NOUN dad-11686 110 2 on on ADP dad-11686 110 3 alignment alignment NOUN dad-11686 110 4 can can AUX dad-11686 110 5 also also ADV dad-11686 110 6 give give VERB dad-11686 110 7 information information NOUN dad-11686 110 8 about about ADP dad-11686 110 9 the the DET dad-11686 110 10 process process NOUN dad-11686 110 11 of of ADP dad-11686 110 12 communication communication NOUN dad-11686 110 13 , , PUNCT dad-11686 110 14 the the DET dad-11686 110 15 dynamic dynamic NOUN dad-11686 110 16 between between ADP dad-11686 110 17 interlocutors interlocutor NOUN dad-11686 110 18 and and CCONJ dad-11686 110 19 so so ADV dad-11686 110 20 on on ADV dad-11686 110 21 . . PUNCT dad-11686 111 1 for for ADP dad-11686 111 2 instance instance NOUN dad-11686 111 3 , , PUNCT dad-11686 111 4 to to PART dad-11686 111 5 build build VERB dad-11686 111 6 rapport rapport NOUN dad-11686 111 7 ( ( PUNCT dad-11686 111 8 “ " PUNCT dad-11686 111 9 the the DET dad-11686 111 10 development development NOUN dad-11686 111 11 of of ADP dad-11686 111 12 personal personal ADJ dad-11686 111 13 relationships relationship NOUN dad-11686 111 14 between between ADP dad-11686 111 15 speakers speaker NOUN dad-11686 111 16 over over ADP dad-11686 111 17 time time NOUN dad-11686 111 18 ” " PUNCT dad-11686 111 19 ( ( PUNCT dad-11686 111 20 sinha sinha NOUN dad-11686 111 21 and and CCONJ dad-11686 111 22 cassell cassell PROPN dad-11686 111 23 , , PUNCT dad-11686 111 24 2015 2015 NUM dad-11686 111 25 ) ) PUNCT dad-11686 111 26 ) ) PUNCT dad-11686 111 27 , , PUNCT dad-11686 111 28 interlocutors interlocutor NOUN dad-11686 111 29 become become VERB dad-11686 111 30 closer close ADJ dad-11686 111 31 to to ADP dad-11686 111 32 each each DET dad-11686 111 33 other other ADJ dad-11686 111 34 in in ADP dad-11686 111 35 terms term NOUN dad-11686 111 36 of of ADP dad-11686 111 37 acoustic acoustic ADJ dad-11686 111 38 / / SYM dad-11686 111 39 prosodic prosodic ADJ dad-11686 111 40 behaviour behaviour NOUN dad-11686 111 41 ( ( PUNCT dad-11686 111 42 lubold lubold ADJ dad-11686 111 43 and and CCONJ dad-11686 111 44 pon pon NOUN dad-11686 111 45 - - PUNCT dad-11686 111 46 barry barry NOUN dad-11686 111 47 , , PUNCT dad-11686 111 48 2014 2014 NUM dad-11686 111 49 ) ) PUNCT dad-11686 111 50 . . PUNCT dad-11686 112 1 following follow VERB dad-11686 112 2 this this PRON dad-11686 112 3 , , PUNCT dad-11686 112 4 lubold lubold PROPN dad-11686 112 5 et et PROPN dad-11686 112 6 al al PROPN dad-11686 112 7 . . PROPN dad-11686 113 1 ( ( PUNCT dad-11686 113 2 2015 2015 NUM dad-11686 113 3 ) ) PUNCT dad-11686 113 4 found find VERB dad-11686 113 5 that that SCONJ dad-11686 113 6 pitch pitch NOUN dad-11686 113 7 alignment alignment NOUN dad-11686 113 8 of of ADP dad-11686 113 9 a a DET dad-11686 113 10 learning learn VERB dad-11686 113 11 companion companion NOUN dad-11686 113 12 leads lead VERB dad-11686 113 13 to to ADP dad-11686 113 14 higher high ADJ dad-11686 113 15 perceptions perception NOUN dad-11686 113 16 of of ADP dad-11686 113 17 rapport rapport NOUN dad-11686 113 18 . . PUNCT dad-11686 114 1 sinha sinha NOUN dad-11686 114 2 and and CCONJ dad-11686 114 3 cassell cassell PROPN dad-11686 114 4 ( ( PUNCT dad-11686 114 5 2015 2015 NUM dad-11686 114 6 ) ) PUNCT dad-11686 114 7 found find VERB dad-11686 114 8 that that SCONJ dad-11686 114 9 behavioural behavioural ADJ dad-11686 114 10 convergence convergence NOUN dad-11686 114 11 and and CCONJ dad-11686 114 12 rapport rapport NOUN dad-11686 114 13 are be AUX dad-11686 114 14 linked link VERB dad-11686 114 15 to to ADP dad-11686 114 16 each each DET dad-11686 114 17 other other ADJ dad-11686 114 18 besides besides SCONJ dad-11686 114 19 being be AUX dad-11686 114 20 correlated correlate VERB dad-11686 114 21 to to ADP dad-11686 114 22 learning learn VERB dad-11686 114 23 gains gain NOUN dad-11686 114 24 ; ; PUNCT dad-11686 114 25 but but CCONJ dad-11686 114 26 in in ADP dad-11686 114 27 this this DET dad-11686 114 28 case case NOUN dad-11686 114 29 , , PUNCT dad-11686 114 30 they they PRON dad-11686 114 31 found find VERB dad-11686 114 32 that that SCONJ dad-11686 114 33 rapport rapport NOUN dad-11686 114 34 leads lead VERB dad-11686 114 35 to to ADP dad-11686 114 36 convergence convergence NOUN dad-11686 114 37 ( ( PUNCT dad-11686 114 38 of of ADP dad-11686 114 39 speech speech NOUN dad-11686 114 40 rate rate NOUN dad-11686 114 41 ) ) PUNCT dad-11686 114 42 in in ADP dad-11686 114 43 dyadic dyadic ADJ dad-11686 114 44 peer peer NOUN dad-11686 114 45 tutoring tutoring NOUN dad-11686 114 46 conversations conversation NOUN dad-11686 114 47 . . PUNCT dad-11686 115 1 these these DET dad-11686 115 2 works work NOUN dad-11686 115 3 serve serve VERB dad-11686 115 4 as as ADP dad-11686 115 5 a a DET dad-11686 115 6 foundation foundation NOUN dad-11686 115 7 to to PART dad-11686 115 8 indicate indicate VERB dad-11686 115 9 the the DET dad-11686 115 10 positive positive ADJ dad-11686 115 11 influence influence NOUN dad-11686 115 12 that that DET dad-11686 115 13 alignment alignment NOUN dad-11686 115 14 has have VERB dad-11686 115 15 on on ADP dad-11686 115 16 learning learn VERB dad-11686 115 17 outcomes outcome NOUN dad-11686 115 18 . . PUNCT dad-11686 116 1 we we PRON dad-11686 116 2 propose propose VERB dad-11686 116 3 automatic automatic ADJ dad-11686 116 4 measures measure NOUN dad-11686 116 5 of of ADP dad-11686 116 6 lexical lexical ADJ dad-11686 116 7 alignment alignment NOUN dad-11686 116 8 to to PART dad-11686 116 9 observe observe VERB dad-11686 116 10 in in ADP dad-11686 116 11 our our PRON dad-11686 116 12 dataset dataset NOUN dad-11686 116 13 whether whether SCONJ dad-11686 116 14 local local ADJ dad-11686 116 15 alignment alignment NOUN dad-11686 116 16 is be AUX dad-11686 116 17 associated associate VERB dad-11686 116 18 with with ADP dad-11686 116 19 global global ADJ dad-11686 116 20 task task NOUN dad-11686 116 21 success success NOUN dad-11686 116 22 . . PUNCT dad-11686 117 1 we we PRON dad-11686 117 2 similarly similarly ADV dad-11686 117 3 study study VERB dad-11686 117 4 behavioural behavioural ADJ dad-11686 117 5 alignment alignment NOUN dad-11686 117 6 ( ( PUNCT dad-11686 117 7 when when SCONJ dad-11686 117 8 instructions instruction NOUN dad-11686 117 9 provided provide VERB dad-11686 117 10 by by ADP dad-11686 117 11 one one NUM dad-11686 117 12 interlocutor interlocutor NOUN dad-11686 117 13 are be AUX dad-11686 117 14 either either CCONJ dad-11686 117 15 followed follow VERB dad-11686 117 16 or or CCONJ dad-11686 117 17 not not PART dad-11686 117 18 followed follow VERB dad-11686 117 19 with with ADP dad-11686 117 20 physical physical ADJ dad-11686 117 21 actions action NOUN dad-11686 117 22 by by ADP dad-11686 117 23 the the DET dad-11686 117 24 other other ADJ dad-11686 117 25 interlocutor interlocutor NOUN dad-11686 117 26 ) ) PUNCT dad-11686 117 27 . . PUNCT dad-11686 118 1 as as SCONJ dad-11686 118 2 discussed discuss VERB dad-11686 118 3 , , PUNCT dad-11686 118 4 works work NOUN dad-11686 118 5 have have AUX dad-11686 118 6 studied study VERB dad-11686 118 7 how how SCONJ dad-11686 118 8 alignment alignment NOUN dad-11686 118 9 can can AUX dad-11686 118 10 build build VERB dad-11686 118 11 to to ADP dad-11686 118 12 other other ADJ dad-11686 118 13 phenomena phenomenon NOUN dad-11686 118 14 such such ADJ dad-11686 118 15 as as ADP dad-11686 118 16 rapport rapport NOUN dad-11686 118 17 ( ( PUNCT dad-11686 118 18 lubold lubold ADJ dad-11686 118 19 and and CCONJ dad-11686 118 20 pon pon NOUN dad-11686 118 21 - - PUNCT dad-11686 118 22 barry barry NOUN dad-11686 118 23 , , PUNCT dad-11686 118 24 2014 2014 NUM dad-11686 118 25 ) ) PUNCT dad-11686 118 26 , , PUNCT dad-11686 118 27 and and CCONJ dad-11686 118 28 vice vice ADV dad-11686 118 29 versa versa ADV dad-11686 118 30 ( ( PUNCT dad-11686 118 31 sinha sinha NOUN dad-11686 118 32 and and CCONJ dad-11686 118 33 cassell cassell PROPN dad-11686 118 34 , , PUNCT dad-11686 118 35 2015 2015 NUM dad-11686 118 36 ) ) PUNCT dad-11686 118 37 . . PUNCT dad-11686 119 1 however however ADV dad-11686 119 2 , , PUNCT dad-11686 119 3 to to ADP dad-11686 119 4 the the DET dad-11686 119 5 best good ADJ dad-11686 119 6 of of ADP dad-11686 119 7 our our PRON dad-11686 119 8 knowledge knowledge NOUN dad-11686 119 9 , , PUNCT dad-11686 119 10 we we PRON dad-11686 119 11 are be AUX dad-11686 119 12 the the DET dad-11686 119 13 first first ADJ dad-11686 119 14 to to PART dad-11686 119 15 focus focus VERB dad-11686 119 16 on on ADP dad-11686 119 17 how how SCONJ dad-11686 119 18 alignment alignment NOUN dad-11686 119 19 arises arise VERB dad-11686 119 20 from from ADP dad-11686 119 21 the the DET dad-11686 119 22 timely timely ADJ dad-11686 119 23 occurrence occurrence NOUN dad-11686 119 24 of of ADP dad-11686 119 25 actions action NOUN dad-11686 119 26 in in ADP dad-11686 119 27 a a DET dad-11686 119 28 physical physical ADJ dad-11686 119 29 environment environment NOUN dad-11686 119 30 , , PUNCT dad-11686 119 31 thus thus ADV dad-11686 119 32 concretely concretely ADV dad-11686 119 33 forming form VERB dad-11686 119 34 a a DET dad-11686 119 35 link link NOUN dad-11686 119 36 between between ADP dad-11686 119 37 what what PRON dad-11686 119 38 was be AUX dad-11686 119 39 said say VERB dad-11686 119 40 , , PUNCT dad-11686 119 41 and and CCONJ dad-11686 119 42 what what PRON dad-11686 119 43 was be AUX dad-11686 119 44 done do VERB dad-11686 119 45 as as ADP dad-11686 119 46 a a DET dad-11686 119 47 result result NOUN dad-11686 119 48 . . PUNCT dad-11686 120 1 2.2 2.2 NUM dad-11686 120 2 analysis analysis NOUN dad-11686 120 3 of of ADP dad-11686 120 4 alignment alignment NOUN dad-11686 120 5 in in ADP dad-11686 120 6 other other ADJ dad-11686 120 7 scenarios scenario NOUN dad-11686 120 8 outside outside ADP dad-11686 120 9 of of ADP dad-11686 120 10 educational educational ADJ dad-11686 120 11 scenarios scenario NOUN dad-11686 120 12 , , PUNCT dad-11686 120 13 several several ADJ dad-11686 120 14 methods method NOUN dad-11686 120 15 have have AUX dad-11686 120 16 been be AUX dad-11686 120 17 proposed propose VERB dad-11686 120 18 to to PART dad-11686 120 19 automatically automatically ADV dad-11686 120 20 compute compute VERB dad-11686 120 21 alignment alignment NOUN dad-11686 120 22 . . PUNCT dad-11686 121 1 this this PRON dad-11686 121 2 allows allow VERB dad-11686 121 3 for for ADP dad-11686 121 4 an an DET dad-11686 121 5 analysis analysis NOUN dad-11686 121 6 into into ADP dad-11686 121 7 the the DET dad-11686 121 8 dynamics dynamic NOUN dad-11686 121 9 between between ADP dad-11686 121 10 in in ADP dad-11686 121 11 interlocutors interlocutor NOUN dad-11686 121 12 ; ; PUNCT dad-11686 121 13 e.g. e.g. ADV dad-11686 121 14 to to PART dad-11686 121 15 study study VERB dad-11686 121 16 deceptive deceptive ADJ dad-11686 121 17 and and CCONJ dad-11686 121 18 truthful truthful ADJ dad-11686 121 19 speech speech NOUN dad-11686 121 20 in in ADP dad-11686 121 21 interview interview NOUN dad-11686 121 22 dialogues dialogue NOUN dad-11686 121 23 ( ( PUNCT dad-11686 121 24 levitan levitan PROPN dad-11686 121 25 et et PROPN dad-11686 121 26 al al PROPN dad-11686 121 27 . . PROPN dad-11686 121 28 , , PUNCT dad-11686 121 29 2018 2018 NUM dad-11686 121 30 ) ) PUNCT dad-11686 121 31 , , PUNCT dad-11686 121 32 or or CCONJ dad-11686 121 33 study study VERB dad-11686 121 34 the the DET dad-11686 121 35 relationships relationship NOUN dad-11686 121 36 between between ADP dad-11686 121 37 levels level NOUN dad-11686 121 38 of of ADP dad-11686 121 39 alignment alignment NOUN dad-11686 121 40 in in ADP dad-11686 121 41 multi multi ADJ dad-11686 121 42 - - ADJ dad-11686 121 43 party party ADJ dad-11686 121 44 dialogues dialogue NOUN dad-11686 121 45 for for ADP dad-11686 121 46 a a DET dad-11686 121 47 cooperative cooperative ADJ dad-11686 121 48 board board NOUN dad-11686 121 49 game game NOUN dad-11686 121 50 ( ( PUNCT dad-11686 121 51 rahimi rahimi NOUN dad-11686 121 52 et et PROPN dad-11686 121 53 al al PROPN dad-11686 121 54 . . PROPN dad-11686 121 55 , , PUNCT dad-11686 121 56 2017 2017 NUM dad-11686 121 57 ) ) PUNCT dad-11686 121 58 . . PUNCT dad-11686 122 1 since since SCONJ dad-11686 122 2 the the DET dad-11686 122 3 present present ADJ dad-11686 122 4 work work NOUN dad-11686 122 5 is be AUX dad-11686 122 6 focused focus VERB dad-11686 122 7 on on ADP dad-11686 122 8 lexical lexical ADJ dad-11686 122 9 and and CCONJ dad-11686 122 10 ( ( PUNCT dad-11686 122 11 novel novel NOUN dad-11686 122 12 ) ) PUNCT dad-11686 122 13 behavioural behavioural ADJ dad-11686 122 14 alignment alignment NOUN dad-11686 122 15 , , PUNCT dad-11686 122 16 we we PRON dad-11686 122 17 discuss discuss VERB dad-11686 122 18 other other ADJ dad-11686 122 19 works work NOUN dad-11686 122 20 that that PRON dad-11686 122 21 have have AUX dad-11686 122 22 studied study VERB dad-11686 122 23 lexical lexical ADJ dad-11686 122 24 alignment alignment NOUN dad-11686 122 25 and and CCONJ dad-11686 122 26 proposed propose VERB dad-11686 122 27 methodologies methodology NOUN dad-11686 122 28 to to PART dad-11686 122 29 automatically automatically ADV dad-11686 122 30 extract extract VERB dad-11686 122 31 its its PRON dad-11686 122 32 occurrences occurrence NOUN dad-11686 122 33 . . PUNCT dad-11686 123 1 lexical lexical ADJ dad-11686 123 2 alignment alignment NOUN dad-11686 123 3 ( ( PUNCT dad-11686 123 4 also also ADV dad-11686 123 5 referred refer VERB dad-11686 123 6 to to ADP dad-11686 123 7 as as ADP dad-11686 123 8 entrainment entrainment NOUN dad-11686 123 9 ) ) PUNCT dad-11686 123 10 has have AUX dad-11686 123 11 been be AUX dad-11686 123 12 studied study VERB dad-11686 123 13 by by ADP dad-11686 123 14 focusing focus VERB dad-11686 123 15 on on ADP dad-11686 123 16 various various ADJ dad-11686 123 17 features feature NOUN dad-11686 123 18 such such ADJ dad-11686 123 19 as as ADP dad-11686 123 20 referring refer VERB dad-11686 123 21 expressions expression NOUN dad-11686 123 22 ( ( PUNCT dad-11686 123 23 brennan brennan NOUN dad-11686 123 24 and and CCONJ dad-11686 123 25 clark clark PROPN dad-11686 123 26 , , PUNCT dad-11686 123 27 1996 1996 NUM dad-11686 123 28 ) ) PUNCT dad-11686 123 29 , , PUNCT dad-11686 123 30 repeated repeat VERB dad-11686 123 31 sequences sequence NOUN dad-11686 123 32 in in ADP dad-11686 123 33 utterances utterance NOUN dad-11686 123 34 ( ( PUNCT dad-11686 123 35 dubuisson dubuisson NOUN dad-11686 123 36 duplessis duplessis NOUN dad-11686 123 37 et et PROPN dad-11686 123 38 al al PROPN dad-11686 123 39 . . PROPN dad-11686 123 40 , , PUNCT dad-11686 123 41 2017 2017 NUM dad-11686 123 42 , , PUNCT dad-11686 123 43 2021 2021 NUM dad-11686 123 44 ) ) PUNCT dad-11686 123 45 , , PUNCT dad-11686 123 46 frequent frequent ADJ dad-11686 123 47 words word NOUN dad-11686 123 48 in in ADP dad-11686 123 49 the the DET dad-11686 123 50 discourse discourse NOUN dad-11686 123 51 ( ( PUNCT dad-11686 123 52 levitan levitan PROPN dad-11686 123 53 et et PROPN dad-11686 123 54 al al PROPN dad-11686 123 55 . . PROPN dad-11686 123 56 , , PUNCT dad-11686 123 57 2018 2018 NUM dad-11686 123 58 ) ) PUNCT dad-11686 123 59 , , PUNCT dad-11686 123 60 hedge hedge NOUN dad-11686 123 61 words word NOUN dad-11686 123 62 ( ( PUNCT dad-11686 123 63 levitan levitan PROPN dad-11686 123 64 et et PROPN dad-11686 123 65 al al PROPN dad-11686 123 66 . . PROPN dad-11686 123 67 , , PUNCT dad-11686 123 68 2018 2018 NUM dad-11686 123 69 ) ) PUNCT dad-11686 123 70 and and CCONJ dad-11686 123 71 even even ADV dad-11686 123 72 expressions expression NOUN dad-11686 123 73 related relate VERB dad-11686 123 74 to to ADP dad-11686 123 75 the the DET dad-11686 123 76 task task NOUN dad-11686 123 77 ( ( PUNCT dad-11686 123 78 referred refer VERB dad-11686 123 79 to to ADP dad-11686 123 80 as as ADP dad-11686 123 81 “ " PUNCT dad-11686 123 82 topic topic NOUN dad-11686 123 83 words word NOUN dad-11686 123 84 ” " PUNCT dad-11686 123 85 in in ADP dad-11686 123 86 rahimi rahimi PROPN dad-11686 123 87 et et PROPN dad-11686 123 88 al al PROPN dad-11686 123 89 . . PROPN dad-11686 123 90 2017 2017 NUM dad-11686 123 91 ) ) PUNCT dad-11686 123 92 . . PUNCT dad-11686 124 1 many many ADJ dad-11686 124 2 of of ADP dad-11686 124 3 these these DET dad-11686 124 4 works work NOUN dad-11686 124 5 build build VERB dad-11686 124 6 from from ADP dad-11686 124 7 older old ADJ dad-11686 124 8 linguistic linguistic ADJ dad-11686 124 9 works work NOUN dad-11686 124 10 , , PUNCT dad-11686 124 11 to to PART dad-11686 124 12 automatically automatically ADV dad-11686 124 13 study study VERB dad-11686 124 14 lexical lexical ADJ dad-11686 124 15 alignment alignment NOUN dad-11686 124 16 . . PUNCT dad-11686 125 1 we we PRON dad-11686 125 2 “ " PUNCT dad-11686 125 3 align align VERB dad-11686 125 4 ” " PUNCT dad-11686 125 5 with with ADP dad-11686 125 6 the the DET dad-11686 125 7 literature literature NOUN dad-11686 125 8 on on ADP dad-11686 125 9 lexical lexical ADJ dad-11686 125 10 entrainment entrainment NOUN dad-11686 125 11 in in ADP dad-11686 125 12 some some DET dad-11686 125 13 aspects aspect NOUN dad-11686 125 14 , , PUNCT dad-11686 125 15 e.g. e.g. ADV dad-11686 125 16 by by ADP dad-11686 125 17 focusing focus VERB dad-11686 125 18 on on ADP dad-11686 125 19 expressions expression NOUN dad-11686 125 20 related relate VERB dad-11686 125 21 to to ADP dad-11686 125 22 the the DET dad-11686 125 23 task task NOUN dad-11686 125 24 . . PUNCT dad-11686 126 1 however however ADV dad-11686 126 2 , , PUNCT dad-11686 126 3 there there PRON dad-11686 126 4 are be VERB dad-11686 126 5 drawbacks drawback NOUN dad-11686 126 6 with with ADP dad-11686 126 7 the the DET dad-11686 126 8 current current ADJ dad-11686 126 9 methodologies methodology NOUN dad-11686 126 10 to to PART dad-11686 126 11 automatically automatically ADV dad-11686 126 12 compute compute VERB dad-11686 126 13 entrainment entrainment NOUN dad-11686 126 14 . . PUNCT dad-11686 127 1 firstly firstly ADV dad-11686 127 2 , , PUNCT dad-11686 127 3 many many ADJ dad-11686 127 4 works work NOUN dad-11686 127 5 approach approach VERB dad-11686 127 6 it it PRON dad-11686 127 7 as as ADP dad-11686 127 8 a a DET dad-11686 127 9 high high ADJ dad-11686 127 10 - - PUNCT dad-11686 127 11 level level NOUN dad-11686 127 12 process process NOUN dad-11686 127 13 ( ( PUNCT dad-11686 127 14 e.g. e.g. ADV dad-11686 127 15 nenkova nenkova VERB dad-11686 127 16 et et PROPN dad-11686 127 17 al al PROPN dad-11686 127 18 . . PROPN dad-11686 127 19 2008 2008 NUM dad-11686 127 20 ; ; PUNCT dad-11686 127 21 friedberg friedberg PROPN dad-11686 127 22 et et PROPN dad-11686 127 23 al al PROPN dad-11686 127 24 . . PROPN dad-11686 127 25 2012 2012 NUM dad-11686 127 26 ; ; PUNCT dad-11686 127 27 rahimi rahimi NOUN dad-11686 127 28 et et PROPN dad-11686 127 29 al al PROPN dad-11686 127 30 . . PROPN dad-11686 127 31 2017 2017 NUM dad-11686 127 32 ) ) PUNCT dad-11686 127 33 , , PUNCT dad-11686 127 34 where where SCONJ dad-11686 127 35 the the DET dad-11686 127 36 focus focus NOUN dad-11686 127 37 is be AUX dad-11686 127 38 on on ADP dad-11686 127 39 quantifying quantify VERB dad-11686 127 40 the the DET dad-11686 127 41 overall overall ADJ dad-11686 127 42 entrainment entrainment NOUN dad-11686 127 43 between between ADP dad-11686 127 44 the the DET dad-11686 127 45 interlocutors interlocutor NOUN dad-11686 127 46 to to PART dad-11686 127 47 see see VERB dad-11686 127 48 how how SCONJ dad-11686 127 49 it it PRON dad-11686 127 50 can can AUX dad-11686 127 51 build build VERB dad-11686 127 52 in in ADP dad-11686 127 53 the the DET dad-11686 127 54 discourse discourse NOUN dad-11686 127 55 ( ( PUNCT dad-11686 127 56 by by ADP dad-11686 127 57 looking look VERB dad-11686 127 58 at at ADP dad-11686 127 59 proximity proximity NOUN dad-11686 127 60 : : PUNCT dad-11686 127 61 a a DET dad-11686 127 62 degree degree NOUN dad-11686 127 63 of of ADP dad-11686 127 64 similarity similarity NOUN dad-11686 127 65 , , PUNCT dad-11686 127 66 and and CCONJ dad-11686 127 67 convergence convergence NOUN dad-11686 127 68 : : PUNCT dad-11686 127 69 its its PRON dad-11686 127 70 evolution evolution NOUN dad-11686 127 71 ) ) PUNCT dad-11686 127 72 . . PUNCT dad-11686 128 1 however however ADV dad-11686 128 2 , , PUNCT dad-11686 128 3 while while SCONJ dad-11686 128 4 lexical lexical ADJ dad-11686 128 5 alignment alignment NOUN dad-11686 128 6 builds build VERB dad-11686 128 7 in in ADP dad-11686 128 8 the the DET dad-11686 128 9 discourse discourse NOUN dad-11686 128 10 , , PUNCT dad-11686 128 11 there there PRON dad-11686 128 12 is be VERB dad-11686 128 13 no no DET dad-11686 128 14 consideration consideration NOUN dad-11686 128 15 for for ADP dad-11686 128 16 the the DET dad-11686 128 17 individual individual ADJ dad-11686 128 18 contributions contribution NOUN dad-11686 128 19 of of ADP dad-11686 128 20 the the DET dad-11686 128 21 interlocutors interlocutor NOUN dad-11686 128 22 . . PUNCT dad-11686 129 1 hence hence ADV dad-11686 129 2 , , PUNCT dad-11686 129 3 we we PRON dad-11686 129 4 break break VERB dad-11686 129 5 down down ADP dad-11686 129 6 lexical lexical ADJ dad-11686 129 7 alignment alignment NOUN dad-11686 129 8 into into ADP dad-11686 129 9 these these DET dad-11686 129 10 individual individual ADJ dad-11686 129 11 contributions contribution NOUN dad-11686 129 12 , , PUNCT dad-11686 129 13 i.e. i.e. X dad-11686 129 14 we we PRON dad-11686 129 15 treat treat VERB dad-11686 129 16 it it PRON dad-11686 129 17 as as ADP dad-11686 129 18 a a DET dad-11686 129 19 process process NOUN dad-11686 129 20 that that PRON dad-11686 129 21 has have VERB dad-11686 129 22 different different ADJ dad-11686 129 23 stages stage NOUN dad-11686 129 24 . . PUNCT dad-11686 130 1 to to PART dad-11686 130 2 do do VERB dad-11686 130 3 so so ADV dad-11686 130 4 , , PUNCT dad-11686 130 5 we we PRON dad-11686 130 6 consider consider VERB dad-11686 130 7 the the DET dad-11686 130 8 first first ADJ dad-11686 130 9 time time NOUN dad-11686 130 10 an an DET dad-11686 130 11 interlocutor interlocutor NOUN dad-11686 130 12 6 6 NUM dad-11686 130 13 studying study VERB dad-11686 130 14 alignment alignment NOUN dad-11686 130 15 in in ADP dad-11686 130 16 a a DET dad-11686 130 17 collaborative collaborative ADJ dad-11686 130 18 learning learning NOUN dad-11686 130 19 activity activity NOUN dad-11686 130 20 via via ADP dad-11686 130 21 automatic automatic ADJ dad-11686 130 22 methods method NOUN dad-11686 130 23 introduces introduce VERB dad-11686 130 24 an an DET dad-11686 130 25 expression expression NOUN dad-11686 130 26 ( ( PUNCT dad-11686 130 27 priming priming NOUN dad-11686 130 28 ) ) PUNCT dad-11686 130 29 , , PUNCT dad-11686 130 30 and and CCONJ dad-11686 130 31 the the DET dad-11686 130 32 time time NOUN dad-11686 130 33 when when SCONJ dad-11686 130 34 the the DET dad-11686 130 35 other other ADJ dad-11686 130 36 interlocutor interlocutor NOUN dad-11686 130 37 utilises utilise NOUN dad-11686 130 38 the the DET dad-11686 130 39 same same ADJ dad-11686 130 40 expression expression NOUN dad-11686 130 41 ( ( PUNCT dad-11686 130 42 establishment establishment NOUN dad-11686 130 43 ) ) PUNCT dad-11686 130 44 . . PUNCT dad-11686 131 1 then then ADV dad-11686 131 2 , , PUNCT dad-11686 131 3 like like ADP dad-11686 131 4 other other ADJ dad-11686 131 5 works work NOUN dad-11686 131 6 , , PUNCT dad-11686 131 7 we we PRON dad-11686 131 8 see see VERB dad-11686 131 9 how how SCONJ dad-11686 131 10 alignment alignment NOUN dad-11686 131 11 can can AUX dad-11686 131 12 build build VERB dad-11686 131 13 in in ADP dad-11686 131 14 the the DET dad-11686 131 15 discourse discourse NOUN dad-11686 131 16 . . PUNCT dad-11686 132 1 specifically specifically ADV dad-11686 132 2 , , PUNCT dad-11686 132 3 while while SCONJ dad-11686 132 4 we we PRON dad-11686 132 5 also also ADV dad-11686 132 6 focus focus VERB dad-11686 132 7 on on ADP dad-11686 132 8 expressions expression NOUN dad-11686 132 9 related relate VERB dad-11686 132 10 to to ADP dad-11686 132 11 the the DET dad-11686 132 12 task task NOUN dad-11686 132 13 ( ( PUNCT dad-11686 132 14 like like INTJ dad-11686 132 15 rahimi rahimi NOUN dad-11686 132 16 et et PROPN dad-11686 132 17 al al PROPN dad-11686 132 18 . . PROPN dad-11686 132 19 2017 2017 NUM dad-11686 132 20 ) ) PUNCT dad-11686 132 21 , , PUNCT dad-11686 132 22 we we PRON dad-11686 132 23 propose propose VERB dad-11686 132 24 to to PART dad-11686 132 25 focus focus VERB dad-11686 132 26 on on ADP dad-11686 132 27 how how SCONJ dad-11686 132 28 such such ADJ dad-11686 132 29 expressions expression NOUN dad-11686 132 30 are be AUX dad-11686 132 31 established establish VERB dad-11686 132 32 : : PUNCT dad-11686 132 33 this this PRON dad-11686 132 34 is be AUX dad-11686 132 35 distinct distinct ADJ dad-11686 132 36 from from ADP dad-11686 132 37 checking check VERB dad-11686 132 38 overall overall ADJ dad-11686 132 39 entrainment entrainment NOUN dad-11686 132 40 on on ADP dad-11686 132 41 a a DET dad-11686 132 42 set set NOUN dad-11686 132 43 of of ADP dad-11686 132 44 words word NOUN dad-11686 132 45 related relate VERB dad-11686 132 46 to to ADP dad-11686 132 47 the the DET dad-11686 132 48 activity activity NOUN dad-11686 132 49 . . PUNCT dad-11686 133 1 furthermore furthermore ADV dad-11686 133 2 , , PUNCT dad-11686 133 3 there there PRON dad-11686 133 4 are be VERB dad-11686 133 5 works work NOUN dad-11686 133 6 that that PRON dad-11686 133 7 study study VERB dad-11686 133 8 how how SCONJ dad-11686 133 9 lexical lexical ADJ dad-11686 133 10 alignment alignment NOUN dad-11686 133 11 can can AUX dad-11686 133 12 be be AUX dad-11686 133 13 correlated correlate VERB dad-11686 133 14 to to ADP dad-11686 133 15 acoustic acoustic ADJ dad-11686 133 16 / / SYM dad-11686 133 17 prosodic prosodic ADJ dad-11686 133 18 alignment alignment NOUN dad-11686 133 19 ( ( PUNCT dad-11686 133 20 e.g. e.g. ADV dad-11686 133 21 rahimi rahimi VERB dad-11686 133 22 et et PROPN dad-11686 133 23 al al PROPN dad-11686 133 24 . . PROPN dad-11686 133 25 2017 2017 NUM dad-11686 133 26 ) ) PUNCT dad-11686 133 27 . . PUNCT dad-11686 134 1 however however ADV dad-11686 134 2 , , PUNCT dad-11686 134 3 we we PRON dad-11686 134 4 study study VERB dad-11686 134 5 the the DET dad-11686 134 6 distribution distribution NOUN dad-11686 134 7 of of ADP dad-11686 134 8 spontaneous spontaneous ADJ dad-11686 134 9 speech speech NOUN dad-11686 134 10 phenomena phenomenon NOUN dad-11686 134 11 ( ( PUNCT dad-11686 134 12 using use VERB dad-11686 134 13 transcripts transcript NOUN dad-11686 134 14 and and CCONJ dad-11686 134 15 not not PART dad-11686 134 16 acoustic acoustic ADJ dad-11686 134 17 data datum NOUN dad-11686 134 18 ) ) PUNCT dad-11686 134 19 in in ADP dad-11686 134 20 relation relation NOUN dad-11686 134 21 to to ADP dad-11686 134 22 the the DET dad-11686 134 23 alignment alignment NOUN dad-11686 134 24 process process NOUN dad-11686 134 25 , , PUNCT dad-11686 134 26 and and CCONJ dad-11686 134 27 not not PART dad-11686 134 28 the the DET dad-11686 134 29 alignment alignment NOUN dad-11686 134 30 of of ADP dad-11686 134 31 spontaneous spontaneous ADJ dad-11686 134 32 speech speech NOUN dad-11686 134 33 characteristics characteristic NOUN dad-11686 134 34 itself itself PRON dad-11686 134 35 . . PUNCT dad-11686 135 1 we we PRON dad-11686 135 2 base base VERB dad-11686 135 3 this this PRON dad-11686 135 4 on on ADP dad-11686 135 5 linguistic linguistic ADJ dad-11686 135 6 research research NOUN dad-11686 135 7 ( ( PUNCT dad-11686 135 8 e.g. e.g. ADV dad-11686 135 9 brennan brennan PROPN dad-11686 135 10 and and CCONJ dad-11686 135 11 williams williams PROPN dad-11686 135 12 1995 1995 NUM dad-11686 135 13 ) ) PUNCT dad-11686 135 14 that that PRON dad-11686 135 15 suggests suggest VERB dad-11686 135 16 that that SCONJ dad-11686 135 17 there there PRON dad-11686 135 18 could could AUX dad-11686 135 19 be be AUX dad-11686 135 20 a a DET dad-11686 135 21 link link NOUN dad-11686 135 22 between between ADP dad-11686 135 23 spontaneous spontaneous ADJ dad-11686 135 24 speech speech NOUN dad-11686 135 25 phenomena phenomenon NOUN dad-11686 135 26 and and CCONJ dad-11686 135 27 alignment alignment NOUN dad-11686 135 28 , , PUNCT dad-11686 135 29 which which PRON dad-11686 135 30 we we PRON dad-11686 135 31 discuss discuss VERB dad-11686 135 32 as as ADP dad-11686 135 33 reasoning reasoning NOUN dad-11686 135 34 for for ADP dad-11686 135 35 our our PRON dad-11686 135 36 methodology methodology NOUN dad-11686 135 37 in in ADP dad-11686 135 38 experiments experiment NOUN dad-11686 135 39 2 2 NUM dad-11686 135 40 and and CCONJ dad-11686 135 41 4 4 NUM dad-11686 135 42 . . X dad-11686 135 43 dubuisson dubuisson NOUN dad-11686 135 44 duplessis duplessis PROPN dad-11686 135 45 et et PROPN dad-11686 135 46 al al PROPN dad-11686 135 47 . . PROPN dad-11686 136 1 ( ( PUNCT dad-11686 136 2 2017 2017 NUM dad-11686 136 3 , , PUNCT dad-11686 136 4 2021 2021 NUM dad-11686 136 5 ) ) PUNCT dad-11686 136 6 proposed propose VERB dad-11686 136 7 automatic automatic ADJ dad-11686 136 8 and and CCONJ dad-11686 136 9 generic generic ADJ dad-11686 136 10 measures measure NOUN dad-11686 136 11 to to PART dad-11686 136 12 extract extract VERB dad-11686 136 13 lexical lexical ADJ dad-11686 136 14 structures structure NOUN dad-11686 136 15 of of ADP dad-11686 136 16 alignment alignment NOUN dad-11686 136 17 ( ( PUNCT dad-11686 136 18 which which PRON dad-11686 136 19 they they PRON dad-11686 136 20 refer refer VERB dad-11686 136 21 to to ADP dad-11686 136 22 as as ADP dad-11686 136 23 verbal verbal ADJ dad-11686 136 24 alignment alignment NOUN dad-11686 136 25 ) ) PUNCT dad-11686 136 26 in in ADP dad-11686 136 27 a a DET dad-11686 136 28 task task NOUN dad-11686 136 29 - - PUNCT dad-11686 136 30 oriented orient VERB dad-11686 136 31 dialogue dialogue NOUN dad-11686 136 32 . . PUNCT dad-11686 137 1 the the DET dad-11686 137 2 proposed propose VERB dad-11686 137 3 method method NOUN dad-11686 137 4 works work VERB dad-11686 137 5 on on ADP dad-11686 137 6 alignment alignment NOUN dad-11686 137 7 based base VERB dad-11686 137 8 on on ADP dad-11686 137 9 surface surface NOUN dad-11686 137 10 matching matching NOUN dad-11686 137 11 of of ADP dad-11686 137 12 text text NOUN dad-11686 137 13 and and CCONJ dad-11686 137 14 does do AUX dad-11686 137 15 not not PART dad-11686 137 16 focus focus VERB dad-11686 137 17 on on ADP dad-11686 137 18 other other ADJ dad-11686 137 19 levels level NOUN dad-11686 137 20 of of ADP dad-11686 137 21 linguistic linguistic ADJ dad-11686 137 22 alignment alignment NOUN dad-11686 137 23 as as SCONJ dad-11686 137 24 envisioned envision VERB dad-11686 137 25 by by ADP dad-11686 137 26 pickering pickering NOUN dad-11686 137 27 and and CCONJ dad-11686 137 28 garrod garrod NOUN dad-11686 137 29 ( ( PUNCT dad-11686 137 30 2004 2004 NUM dad-11686 137 31 ) ) PUNCT dad-11686 137 32 . . PUNCT dad-11686 138 1 however however ADV dad-11686 138 2 , , PUNCT dad-11686 138 3 it it PRON dad-11686 138 4 is be AUX dad-11686 138 5 done do VERB dad-11686 138 6 with with ADP dad-11686 138 7 the the DET dad-11686 138 8 aim aim NOUN dad-11686 138 9 of of ADP dad-11686 138 10 automatically automatically ADV dad-11686 138 11 finding find VERB dad-11686 138 12 these these DET dad-11686 138 13 text text NOUN dad-11686 138 14 patterns pattern NOUN dad-11686 138 15 in in ADP dad-11686 138 16 the the DET dad-11686 138 17 dialogue dialogue NOUN dad-11686 138 18 , , PUNCT dad-11686 138 19 by by ADP dad-11686 138 20 sequentially sequentially ADV dad-11686 138 21 processing process VERB dad-11686 138 22 a a DET dad-11686 138 23 transcript transcript NOUN dad-11686 138 24 in in ADP dad-11686 138 25 an an DET dad-11686 138 26 unsupervised unsupervised ADJ dad-11686 138 27 manner manner NOUN dad-11686 138 28 . . PUNCT dad-11686 139 1 in in ADP dad-11686 139 2 this this DET dad-11686 139 3 article article NOUN dad-11686 139 4 , , PUNCT dad-11686 139 5 we we PRON dad-11686 139 6 provide provide VERB dad-11686 139 7 a a DET dad-11686 139 8 new new ADJ dad-11686 139 9 tool tool NOUN dad-11686 139 10 / / SYM dad-11686 139 11 framework framework NOUN dad-11686 139 12 for for ADP dad-11686 139 13 studying study VERB dad-11686 139 14 situated situated ADJ dad-11686 139 15 dialogue dialogue NOUN dad-11686 139 16 building building NOUN dad-11686 139 17 on on ADP dad-11686 139 18 the the DET dad-11686 139 19 automatic automatic ADJ dad-11686 139 20 and and CCONJ dad-11686 139 21 generic generic ADJ dad-11686 139 22 methodology methodology NOUN dad-11686 139 23 by by ADP dad-11686 139 24 dubuisson dubuisson NOUN dad-11686 139 25 duplessis duplessis PROPN dad-11686 139 26 et et PROPN dad-11686 139 27 al al PROPN dad-11686 139 28 . . PROPN dad-11686 140 1 ( ( PUNCT dad-11686 140 2 2017 2017 NUM dad-11686 140 3 , , PUNCT dad-11686 140 4 2021 2021 NUM dad-11686 140 5 ): ): PUNCT dad-11686 140 6 this this PRON dad-11686 140 7 requires require VERB dad-11686 140 8 modelling model VERB dad-11686 140 9 how how SCONJ dad-11686 140 10 the the DET dad-11686 140 11 interlocutors interlocutor NOUN dad-11686 140 12 refer refer VERB dad-11686 140 13 to to ADP dad-11686 140 14 their their PRON dad-11686 140 15 environment environment NOUN dad-11686 140 16 and and CCONJ dad-11686 140 17 extending extend VERB dad-11686 140 18 the the DET dad-11686 140 19 tool tool NOUN dad-11686 140 20 based base VERB dad-11686 140 21 on on ADP dad-11686 140 22 this this DET dad-11686 140 23 model model NOUN dad-11686 140 24 . . PUNCT dad-11686 141 1 we we PRON dad-11686 141 2 then then ADV dad-11686 141 3 propose propose VERB dad-11686 141 4 new new ADJ dad-11686 141 5 measures measure NOUN dad-11686 141 6 that that PRON dad-11686 141 7 allow allow VERB dad-11686 141 8 us we PRON dad-11686 141 9 to to PART dad-11686 141 10 study study VERB dad-11686 141 11 behavioural behavioural ADJ dad-11686 141 12 alignment alignment NOUN dad-11686 141 13 in in ADP dad-11686 141 14 situated situated ADJ dad-11686 141 15 dialogues dialogue NOUN dad-11686 141 16 ; ; PUNCT dad-11686 141 17 i.e. i.e. X dad-11686 141 18 via via ADP dad-11686 141 19 automatically automatically ADV dad-11686 141 20 inferring infer VERB dad-11686 141 21 instructions instruction NOUN dad-11686 141 22 given give VERB dad-11686 141 23 by by ADP dad-11686 141 24 the the DET dad-11686 141 25 interlocutors interlocutor NOUN dad-11686 141 26 , , PUNCT dad-11686 141 27 and and CCONJ dad-11686 141 28 then then ADV dad-11686 141 29 linking link VERB dad-11686 141 30 those those DET dad-11686 141 31 instructions instruction NOUN dad-11686 141 32 to to ADP dad-11686 141 33 actions action NOUN dad-11686 141 34 taken take VERB dad-11686 141 35 in in ADP dad-11686 141 36 the the DET dad-11686 141 37 physical physical ADJ dad-11686 141 38 environment environment NOUN dad-11686 141 39 . . PUNCT dad-11686 142 1 3 3 X dad-11686 142 2 . . X dad-11686 142 3 materials material NOUN dad-11686 142 4 3.1 3.1 NUM dad-11686 142 5 the the DET dad-11686 142 6 justhink justhink NOUN dad-11686 142 7 dataset dataset VERB dad-11686 142 8 the the DET dad-11686 142 9 justhink justhink NOUN dad-11686 142 10 dataset dataset NOUN dad-11686 142 11 is be AUX dad-11686 142 12 based base VERB dad-11686 142 13 on on ADP dad-11686 142 14 a a DET dad-11686 142 15 collaborative collaborative ADJ dad-11686 142 16 problem problem NOUN dad-11686 142 17 solving solve VERB dad-11686 142 18 activity activity NOUN dad-11686 142 19 for for ADP dad-11686 142 20 school school NOUN dad-11686 142 21 children child NOUN dad-11686 142 22 ( ( PUNCT dad-11686 142 23 nasir nasir PROPN dad-11686 142 24 et et PROPN dad-11686 142 25 al al PROPN dad-11686 142 26 . . PROPN dad-11686 142 27 2020c 2020c NUM dad-11686 142 28 ; ; PUNCT dad-11686 142 29 nasir nasir PROPN dad-11686 142 30 , , PUNCT dad-11686 142 31 norman norman PROPN dad-11686 142 32 , , PUNCT dad-11686 142 33 et et PROPN dad-11686 142 34 al al PROPN dad-11686 142 35 . . PROPN dad-11686 142 36 , , PUNCT dad-11686 142 37 2020b 2020b NUM dad-11686 142 38 ) ) PUNCT dad-11686 142 39 . . PUNCT dad-11686 143 1 it it PRON dad-11686 143 2 aims aim VERB dad-11686 143 3 to to PART dad-11686 143 4 improve improve VERB dad-11686 143 5 their their PRON dad-11686 143 6 computational computational ADJ dad-11686 143 7 thinking thinking NOUN dad-11686 143 8 ( ( PUNCT dad-11686 143 9 ct ct NOUN dad-11686 143 10 ) ) PUNCT dad-11686 143 11 skills skill NOUN dad-11686 143 12 by by ADP dad-11686 143 13 exercising exercise VERB dad-11686 143 14 their their PRON dad-11686 143 15 abstract abstract ADJ dad-11686 143 16 reasoning reasoning NOUN dad-11686 143 17 on on ADP dad-11686 143 18 graphs graph NOUN dad-11686 143 19 . . PUNCT dad-11686 144 1 recent recent ADJ dad-11686 144 2 research research NOUN dad-11686 144 3 on on ADP dad-11686 144 4 educational educational ADJ dad-11686 144 5 curricula curricula NOUN dad-11686 144 6 stresses stress VERB dad-11686 144 7 the the DET dad-11686 144 8 need need NOUN dad-11686 144 9 for for ADP dad-11686 144 10 learning learn VERB dad-11686 144 11 ct ct NOUN dad-11686 144 12 skills skill NOUN dad-11686 144 13 in in ADP dad-11686 144 14 schools school NOUN dad-11686 144 15 , , PUNCT dad-11686 144 16 as as SCONJ dad-11686 144 17 going go VERB dad-11686 144 18 beyond beyond ADP dad-11686 144 19 simple simple ADJ dad-11686 144 20 digital digital ADJ dad-11686 144 21 literacy literacy NOUN dad-11686 144 22 to to ADP dad-11686 144 23 developing develop VERB dad-11686 144 24 these these DET dad-11686 144 25 ct ct NUM dad-11686 144 26 skills skill NOUN dad-11686 144 27 becomes become VERB dad-11686 144 28 crucial crucial ADJ dad-11686 144 29 ( ( PUNCT dad-11686 144 30 menon menon PROPN dad-11686 144 31 et et PROPN dad-11686 144 32 al al PROPN dad-11686 144 33 . . PROPN dad-11686 144 34 , , PUNCT dad-11686 144 35 2020 2020 NUM dad-11686 144 36 ) ) PUNCT dad-11686 144 37 . . PUNCT dad-11686 145 1 with with ADP dad-11686 145 2 this this PRON dad-11686 145 3 in in ADP dad-11686 145 4 mind mind NOUN dad-11686 145 5 , , PUNCT dad-11686 145 6 the the DET dad-11686 145 7 objective objective NOUN dad-11686 145 8 of of ADP dad-11686 145 9 the the DET dad-11686 145 10 activity activity NOUN dad-11686 145 11 is be AUX dad-11686 145 12 to to PART dad-11686 145 13 expose expose VERB dad-11686 145 14 school school NOUN dad-11686 145 15 children child NOUN dad-11686 145 16 to to ADP dad-11686 145 17 minimum minimum ADJ dad-11686 145 18 - - PUNCT dad-11686 145 19 spanning span VERB dad-11686 145 20 - - PUNCT dad-11686 145 21 tree tree NOUN dad-11686 145 22 problems problem NOUN dad-11686 145 23 . . PUNCT dad-11686 146 1 scenario scenario VERB dad-11686 146 2 a a DET dad-11686 146 3 humanoid humanoid NOUN dad-11686 146 4 robot robot NOUN dad-11686 146 5 , , PUNCT dad-11686 146 6 acting act VERB dad-11686 146 7 as as ADP dad-11686 146 8 the the DET dad-11686 146 9 ceo ceo NOUN dad-11686 146 10 of of ADP dad-11686 146 11 a a DET dad-11686 146 12 gold gold NOUN dad-11686 146 13 mining mining NOUN dad-11686 146 14 company company NOUN dad-11686 146 15 , , PUNCT dad-11686 146 16 presents present VERB dad-11686 146 17 the the DET dad-11686 146 18 activity activity NOUN dad-11686 146 19 to to ADP dad-11686 146 20 the the DET dad-11686 146 21 children child NOUN dad-11686 146 22 as as ADP dad-11686 146 23 a a DET dad-11686 146 24 game game NOUN dad-11686 146 25 , , PUNCT dad-11686 146 26 asking ask VERB dad-11686 146 27 them they PRON dad-11686 146 28 to to PART dad-11686 146 29 help help VERB dad-11686 146 30 it it PRON dad-11686 146 31 collect collect VERB dad-11686 146 32 gold gold NOUN dad-11686 146 33 , , PUNCT dad-11686 146 34 by by ADP dad-11686 146 35 connecting connect VERB dad-11686 146 36 gold gold NOUN dad-11686 146 37 mines mine NOUN dad-11686 146 38 one one NOUN dad-11686 146 39 another another DET dad-11686 146 40 with with ADP dad-11686 146 41 railway railway NOUN dad-11686 146 42 tracks track NOUN dad-11686 146 43 . . PUNCT dad-11686 147 1 they they PRON dad-11686 147 2 are be AUX dad-11686 147 3 told tell VERB dad-11686 147 4 to to PART dad-11686 147 5 spend spend VERB dad-11686 147 6 as as ADV dad-11686 147 7 little little ADJ dad-11686 147 8 money money NOUN dad-11686 147 9 as as ADP dad-11686 147 10 possible possible ADJ dad-11686 147 11 to to PART dad-11686 147 12 build build VERB dad-11686 147 13 the the DET dad-11686 147 14 tracks track NOUN dad-11686 147 15 , , PUNCT dad-11686 147 16 which which PRON dad-11686 147 17 change change VERB dad-11686 147 18 in in ADP dad-11686 147 19 cost cost NOUN dad-11686 147 20 according accord VERB dad-11686 147 21 to to ADP dad-11686 147 22 how how SCONJ dad-11686 147 23 they they PRON dad-11686 147 24 connect connect VERB dad-11686 147 25 the the DET dad-11686 147 26 gold gold NOUN dad-11686 147 27 mines mine NOUN dad-11686 147 28 . . PUNCT dad-11686 148 1 the the DET dad-11686 148 2 goal goal NOUN dad-11686 148 3 of of ADP dad-11686 148 4 the the DET dad-11686 148 5 activity activity NOUN dad-11686 148 6 is be AUX dad-11686 148 7 to to PART dad-11686 148 8 find find VERB dad-11686 148 9 a a DET dad-11686 148 10 solution solution NOUN dad-11686 148 11 that that PRON dad-11686 148 12 minimises minimise VERB dad-11686 148 13 the the DET dad-11686 148 14 overall overall ADJ dad-11686 148 15 cost cost NOUN dad-11686 148 16 , , PUNCT dad-11686 148 17 i.e. i.e. X dad-11686 148 18 an an DET dad-11686 148 19 optimal optimal ADJ dad-11686 148 20 solution solution NOUN dad-11686 148 21 for for ADP dad-11686 148 22 the the DET dad-11686 148 23 given give VERB dad-11686 148 24 network network NOUN dad-11686 148 25 – – PUNCT dad-11686 148 26 see see VERB dad-11686 148 27 appendix appendix NOUN dad-11686 148 28 c c NOUN dad-11686 148 29 for for ADP dad-11686 148 30 details detail NOUN dad-11686 148 31 . . PUNCT dad-11686 149 1 children child NOUN dad-11686 149 2 participate participate VERB dad-11686 149 3 in in ADP dad-11686 149 4 teams team NOUN dad-11686 149 5 of of ADP dad-11686 149 6 two two NUM dad-11686 149 7 to to PART dad-11686 149 8 collaboratively collaboratively ADV dad-11686 149 9 construct construct VERB dad-11686 149 10 a a DET dad-11686 149 11 solution solution NOUN dad-11686 149 12 , , PUNCT dad-11686 149 13 by by ADP dad-11686 149 14 drawing draw VERB dad-11686 149 15 and and CCONJ dad-11686 149 16 erasing erase VERB dad-11686 149 17 tracks track NOUN dad-11686 149 18 . . PUNCT dad-11686 150 1 once once ADV dad-11686 150 2 all all DET dad-11686 150 3 gold gold NOUN dad-11686 150 4 mines mine NOUN dad-11686 150 5 are be AUX dad-11686 150 6 reachable reachable ADJ dad-11686 150 7 , , PUNCT dad-11686 150 8 i.e. i.e. X dad-11686 150 9 in in ADP dad-11686 150 10 some some DET dad-11686 150 11 way way NOUN dad-11686 150 12 connected connect VERB dad-11686 150 13 to to ADP dad-11686 150 14 each each DET dad-11686 150 15 other other ADJ dad-11686 150 16 , , PUNCT dad-11686 150 17 they they PRON dad-11686 150 18 can can AUX dad-11686 150 19 submit submit VERB dad-11686 150 20 their their PRON dad-11686 150 21 solution solution NOUN dad-11686 150 22 to to ADP dad-11686 150 23 the the DET dad-11686 150 24 robot robot NOUN dad-11686 150 25 for for ADP dad-11686 150 26 evaluation evaluation NOUN dad-11686 150 27 . . PUNCT dad-11686 151 1 they they PRON dad-11686 151 2 must must AUX dad-11686 151 3 submit submit VERB dad-11686 151 4 their their PRON dad-11686 151 5 solution solution NOUN dad-11686 151 6 together together ADV dad-11686 151 7 , , PUNCT dad-11686 151 8 and and CCONJ dad-11686 151 9 can can AUX dad-11686 151 10 submit submit VERB dad-11686 151 11 as as ADV dad-11686 151 12 many many ADJ dad-11686 151 13 times time NOUN dad-11686 151 14 as as SCONJ dad-11686 151 15 they they PRON dad-11686 151 16 want want VERB dad-11686 151 17 . . PUNCT dad-11686 152 1 the the DET dad-11686 152 2 robot robot NOUN dad-11686 152 3 then then ADV dad-11686 152 4 reveals reveal VERB dad-11686 152 5 whether whether SCONJ dad-11686 152 6 their their PRON dad-11686 152 7 solution solution NOUN dad-11686 152 8 is be AUX dad-11686 152 9 an an DET dad-11686 152 10 optimal optimal ADJ dad-11686 152 11 solution solution NOUN dad-11686 152 12 or or CCONJ dad-11686 152 13 , , PUNCT dad-11686 152 14 if if SCONJ dad-11686 152 15 not not PART dad-11686 152 16 , , PUNCT dad-11686 152 17 how how SCONJ dad-11686 152 18 far far ADV dad-11686 152 19 it it PRON dad-11686 152 20 is be AUX dad-11686 152 21 from from ADP dad-11686 152 22 an an DET dad-11686 152 23 optimal optimal ADJ dad-11686 152 24 solution solution NOUN dad-11686 152 25 ( ( PUNCT dad-11686 152 26 in in ADP dad-11686 152 27 terms term NOUN dad-11686 152 28 of of ADP dad-11686 152 29 its its PRON dad-11686 152 30 cost cost NOUN dad-11686 152 31 ) ) PUNCT dad-11686 152 32 . . PUNCT dad-11686 153 1 in in ADP dad-11686 153 2 the the DET dad-11686 153 3 latter latter ADJ dad-11686 153 4 7 7 NUM dad-11686 153 5 utku utku NOUN dad-11686 153 6 norman∗ norman∗ NOUN dad-11686 153 7 , , PUNCT dad-11686 153 8 tanvi tanvi NOUN dad-11686 153 9 dinkar∗ dinkar∗ NOUN dad-11686 153 10 , , PUNCT dad-11686 153 11 barbara barbara PROPN dad-11686 153 12 bruno bruno PROPN dad-11686 153 13 , , PUNCT dad-11686 153 14 and and CCONJ dad-11686 153 15 chloé chloé VERB dad-11686 153 16 clavel clavel NOUN dad-11686 153 17 figure figure NOUN dad-11686 153 18 1 1 NUM dad-11686 153 19 : : PUNCT dad-11686 153 20 the the DET dad-11686 153 21 justhink justhink NOUN dad-11686 153 22 activity activity NOUN dad-11686 153 23 setup setup NOUN dad-11686 153 24 . . PUNCT dad-11686 154 1 case case NOUN dad-11686 154 2 , , PUNCT dad-11686 154 3 children child NOUN dad-11686 154 4 are be AUX dad-11686 154 5 also also ADV dad-11686 154 6 encouraged encourage VERB dad-11686 154 7 by by ADP dad-11686 154 8 the the DET dad-11686 154 9 robot robot NOUN dad-11686 154 10 to to PART dad-11686 154 11 try try VERB dad-11686 154 12 again again ADV dad-11686 154 13 . . PUNCT dad-11686 155 1 they they PRON dad-11686 155 2 can can AUX dad-11686 155 3 submit submit VERB dad-11686 155 4 a a DET dad-11686 155 5 solution solution NOUN dad-11686 155 6 as as ADP dad-11686 155 7 many many ADJ dad-11686 155 8 times time NOUN dad-11686 155 9 as as SCONJ dad-11686 155 10 they they PRON dad-11686 155 11 want want VERB dad-11686 155 12 until until ADP dad-11686 155 13 the the DET dad-11686 155 14 allotted allotted ADJ dad-11686 155 15 time time NOUN dad-11686 155 16 for for ADP dad-11686 155 17 the the DET dad-11686 155 18 activity activity NOUN dad-11686 155 19 is be AUX dad-11686 155 20 over over ADV dad-11686 155 21 . . PUNCT dad-11686 156 1 the the DET dad-11686 156 2 robot robot NOUN dad-11686 156 3 does do AUX dad-11686 156 4 not not PART dad-11686 156 5 initiate initiate VERB dad-11686 156 6 any any DET dad-11686 156 7 expression expression NOUN dad-11686 156 8 that that PRON dad-11686 156 9 contains contain VERB dad-11686 156 10 a a DET dad-11686 156 11 task task NOUN dad-11686 156 12 - - PUNCT dad-11686 156 13 specific specific ADJ dad-11686 156 14 referent referent NOUN dad-11686 156 15 ( ( PUNCT dad-11686 156 16 i.e. i.e. X dad-11686 156 17 the the DET dad-11686 156 18 mountain mountain NOUN dad-11686 156 19 names name NOUN dad-11686 156 20 ) ) PUNCT dad-11686 156 21 . . PUNCT dad-11686 157 1 note note VERB dad-11686 157 2 that that SCONJ dad-11686 157 3 we we PRON dad-11686 157 4 treat treat VERB dad-11686 157 5 this this DET dad-11686 157 6 triadic triadic ADJ dad-11686 157 7 activity activity NOUN dad-11686 157 8 as as ADP dad-11686 157 9 a a DET dad-11686 157 10 dyadic dyadic ADJ dad-11686 157 11 dialogue dialogue NOUN dad-11686 157 12 . . PUNCT dad-11686 158 1 the the DET dad-11686 158 2 children child NOUN dad-11686 158 3 are be AUX dad-11686 158 4 initially initially ADV dad-11686 158 5 prompted prompt VERB dad-11686 158 6 by by ADP dad-11686 158 7 the the DET dad-11686 158 8 robot robot NOUN dad-11686 158 9 to to PART dad-11686 158 10 work work VERB dad-11686 158 11 with with ADP dad-11686 158 12 each each DET dad-11686 158 13 other other ADJ dad-11686 158 14 , , PUNCT dad-11686 158 15 and and CCONJ dad-11686 158 16 later later ADV dad-11686 158 17 simply simply ADV dad-11686 158 18 given give VERB dad-11686 158 19 the the DET dad-11686 158 20 cost cost NOUN dad-11686 158 21 difference difference NOUN dad-11686 158 22 for for ADP dad-11686 158 23 their their PRON dad-11686 158 24 sub sub ADJ dad-11686 158 25 - - ADJ dad-11686 158 26 optimal optimal ADJ dad-11686 158 27 solution(s solution(s NOUN dad-11686 158 28 ) ) PUNCT dad-11686 158 29 . . PUNCT dad-11686 159 1 however however ADV dad-11686 159 2 , , PUNCT dad-11686 159 3 almost almost ADV dad-11686 159 4 all all PRON dad-11686 159 5 of of ADP dad-11686 159 6 the the DET dad-11686 159 7 exchanges exchange NOUN dad-11686 159 8 are be AUX dad-11686 159 9 between between ADP dad-11686 159 10 the the DET dad-11686 159 11 two two NUM dad-11686 159 12 interlocutors interlocutor NOUN dad-11686 159 13 . . PUNCT dad-11686 160 1 after after ADP dad-11686 160 2 careful careful ADJ dad-11686 160 3 observation observation NOUN dad-11686 160 4 of of ADP dad-11686 160 5 the the DET dad-11686 160 6 dialogues dialogue NOUN dad-11686 160 7 in in ADP dad-11686 160 8 the the DET dad-11686 160 9 dataset dataset NOUN dad-11686 160 10 , , PUNCT dad-11686 160 11 we we PRON dad-11686 160 12 observe observe VERB dad-11686 160 13 the the DET dad-11686 160 14 tendency tendency NOUN dad-11686 160 15 to to PART dad-11686 160 16 ignore ignore VERB dad-11686 160 17 the the DET dad-11686 160 18 robot robot NOUN dad-11686 160 19 unless unless SCONJ dad-11686 160 20 submitting submit VERB dad-11686 160 21 a a DET dad-11686 160 22 solution solution NOUN dad-11686 160 23 . . PUNCT dad-11686 161 1 setup setup NOUN dad-11686 161 2 two two NUM dad-11686 161 3 children child NOUN dad-11686 161 4 sit sit VERB dad-11686 161 5 across across ADP dad-11686 161 6 each each DET dad-11686 161 7 other other ADJ dad-11686 161 8 , , PUNCT dad-11686 161 9 separated separate VERB dad-11686 161 10 by by ADP dad-11686 161 11 a a DET dad-11686 161 12 barrier barrier NOUN dad-11686 161 13 . . PUNCT dad-11686 162 1 a a DET dad-11686 162 2 touch touch NOUN dad-11686 162 3 screen screen NOUN dad-11686 162 4 is be AUX dad-11686 162 5 placed place VERB dad-11686 162 6 horizontally horizontally ADV dad-11686 162 7 in in ADP dad-11686 162 8 front front NOUN dad-11686 162 9 of of ADP dad-11686 162 10 each each DET dad-11686 162 11 child child NOUN dad-11686 162 12 . . PUNCT dad-11686 163 1 children child NOUN dad-11686 163 2 can can AUX dad-11686 163 3 see see VERB dad-11686 163 4 each each DET dad-11686 163 5 other other ADJ dad-11686 163 6 , , PUNCT dad-11686 163 7 but but CCONJ dad-11686 163 8 can can AUX dad-11686 163 9 not not PART dad-11686 163 10 see see VERB dad-11686 163 11 the the DET dad-11686 163 12 other other ADJ dad-11686 163 13 ’s ’s PART dad-11686 163 14 screen screen NOUN dad-11686 163 15 , , PUNCT dad-11686 163 16 as as SCONJ dad-11686 163 17 shown show VERB dad-11686 163 18 in in ADP dad-11686 163 19 fig fig NOUN dad-11686 163 20 . . PUNCT dad-11686 164 1 1 1 X dad-11686 164 2 . . X dad-11686 164 3 they they PRON dad-11686 164 4 are be AUX dad-11686 164 5 encouraged encourage VERB dad-11686 164 6 by by ADP dad-11686 164 7 the the DET dad-11686 164 8 robot robot NOUN dad-11686 164 9 to to PART dad-11686 164 10 verbally verbally ADV dad-11686 164 11 interact interact VERB dad-11686 164 12 with with ADP dad-11686 164 13 each each DET dad-11686 164 14 other other ADJ dad-11686 164 15 , , PUNCT dad-11686 164 16 and and CCONJ dad-11686 164 17 work work VERB dad-11686 164 18 together together ADV dad-11686 164 19 to to PART dad-11686 164 20 construct construct VERB dad-11686 164 21 a a DET dad-11686 164 22 solution solution NOUN dad-11686 164 23 to to ADP dad-11686 164 24 the the DET dad-11686 164 25 activity activity NOUN dad-11686 164 26 . . PUNCT dad-11686 165 1 the the DET dad-11686 165 2 screens screen NOUN dad-11686 165 3 display display VERB dad-11686 165 4 two two NUM dad-11686 165 5 different different ADJ dad-11686 165 6 views view NOUN dad-11686 165 7 of of ADP dad-11686 165 8 the the DET dad-11686 165 9 current current ADJ dad-11686 165 10 solution solution NOUN dad-11686 165 11 to to ADP dad-11686 165 12 the the DET dad-11686 165 13 children child NOUN dad-11686 165 14 . . PUNCT dad-11686 166 1 one one NUM dad-11686 166 2 view view NOUN dad-11686 166 3 is be AUX dad-11686 166 4 an an DET dad-11686 166 5 abstract abstract ADJ dad-11686 166 6 view view NOUN dad-11686 166 7 , , PUNCT dad-11686 166 8 where where SCONJ dad-11686 166 9 the the DET dad-11686 166 10 gold gold NOUN dad-11686 166 11 mines mine NOUN dad-11686 166 12 are be AUX dad-11686 166 13 represented represent VERB dad-11686 166 14 as as ADP dad-11686 166 15 nodes node NOUN dad-11686 166 16 , , PUNCT dad-11686 166 17 and and CCONJ dad-11686 166 18 the the DET dad-11686 166 19 railway railway NOUN dad-11686 166 20 tracks track NOUN dad-11686 166 21 that that PRON dad-11686 166 22 connect connect VERB dad-11686 166 23 them they PRON dad-11686 166 24 as as ADP dad-11686 166 25 edges edge NOUN dad-11686 166 26 ( ( PUNCT dad-11686 166 27 see see VERB dad-11686 166 28 fig fig NOUN dad-11686 166 29 . . PUNCT dad-11686 167 1 2a 2a NUM dad-11686 167 2 ) ) PUNCT dad-11686 167 3 . . PUNCT dad-11686 168 1 the the DET dad-11686 168 2 other other ADJ dad-11686 168 3 view view NOUN dad-11686 168 4 , , PUNCT dad-11686 168 5 or or CCONJ dad-11686 168 6 the the DET dad-11686 168 7 visual visual ADJ dad-11686 168 8 view view NOUN dad-11686 168 9 , , PUNCT dad-11686 168 10 represents represent VERB dad-11686 168 11 the the DET dad-11686 168 12 gold gold NOUN dad-11686 168 13 mines mine NOUN dad-11686 168 14 and and CCONJ dad-11686 168 15 railway railway NOUN dad-11686 168 16 tracks track NOUN dad-11686 168 17 with with ADP dad-11686 168 18 images image NOUN dad-11686 168 19 ( ( PUNCT dad-11686 168 20 see see VERB dad-11686 168 21 fig fig NOUN dad-11686 168 22 . . PUNCT dad-11686 168 23 2b 2b NUM dad-11686 168 24 ) ) PUNCT dad-11686 168 25 . . PUNCT dad-11686 169 1 a a DET dad-11686 169 2 child child NOUN dad-11686 169 3 in in ADP dad-11686 169 4 the the DET dad-11686 169 5 abstract abstract ADJ dad-11686 169 6 view view NOUN dad-11686 169 7 can can AUX dad-11686 169 8 see see VERB dad-11686 169 9 the the DET dad-11686 169 10 cost cost NOUN dad-11686 169 11 of of ADP dad-11686 169 12 built build VERB dad-11686 169 13 edges edge NOUN dad-11686 169 14 , , PUNCT dad-11686 169 15 but but CCONJ dad-11686 169 16 can can AUX dad-11686 169 17 not not PART dad-11686 169 18 act act VERB dad-11686 169 19 upon upon SCONJ dad-11686 169 20 the the DET dad-11686 169 21 network network NOUN dad-11686 169 22 . . PUNCT dad-11686 170 1 that that PRON dad-11686 170 2 is be AUX dad-11686 170 3 , , PUNCT dad-11686 170 4 after after SCONJ dad-11686 170 5 an an DET dad-11686 170 6 edge edge NOUN dad-11686 170 7 is be AUX dad-11686 170 8 built build VERB dad-11686 170 9 , , PUNCT dad-11686 170 10 its its PRON dad-11686 170 11 cost cost NOUN dad-11686 170 12 is be AUX dad-11686 170 13 shown show VERB dad-11686 170 14 in in ADP dad-11686 170 15 this this DET dad-11686 170 16 view view NOUN dad-11686 170 17 regardless regardless ADV dad-11686 170 18 of of ADP dad-11686 170 19 whether whether SCONJ dad-11686 170 20 it it PRON dad-11686 170 21 was be AUX dad-11686 170 22 built build VERB dad-11686 170 23 or or CCONJ dad-11686 170 24 removed remove VERB dad-11686 170 25 . . PUNCT dad-11686 171 1 conversely conversely ADV dad-11686 171 2 , , PUNCT dad-11686 171 3 in in ADP dad-11686 171 4 the the DET dad-11686 171 5 visual visual ADJ dad-11686 171 6 view view NOUN dad-11686 171 7 , , PUNCT dad-11686 171 8 a a DET dad-11686 171 9 child child NOUN dad-11686 171 10 can can AUX dad-11686 171 11 add add VERB dad-11686 171 12 or or CCONJ dad-11686 171 13 delete delete VERB dad-11686 171 14 an an DET dad-11686 171 15 edge edge NOUN dad-11686 171 16 , , PUNCT dad-11686 171 17 which which PRON dad-11686 171 18 is be AUX dad-11686 171 19 a a DET dad-11686 171 20 railway railway NOUN dad-11686 171 21 track track NOUN dad-11686 171 22 , , PUNCT dad-11686 171 23 but but CCONJ dad-11686 171 24 can can AUX dad-11686 171 25 not not PART dad-11686 171 26 see see VERB dad-11686 171 27 its its PRON dad-11686 171 28 cost cost NOUN dad-11686 171 29 . . PUNCT dad-11686 172 1 the the DET dad-11686 172 2 views view NOUN dad-11686 172 3 of of ADP dad-11686 172 4 the the DET dad-11686 172 5 children child NOUN dad-11686 172 6 are be AUX dad-11686 172 7 swapped swap VERB dad-11686 172 8 every every DET dad-11686 172 9 two two NUM dad-11686 172 10 edit edit NOUN dad-11686 172 11 actions action NOUN dad-11686 172 12 , , PUNCT dad-11686 172 13 which which PRON dad-11686 172 14 is be AUX dad-11686 172 15 any any DET dad-11686 172 16 addition addition NOUN dad-11686 172 17 or or CCONJ dad-11686 172 18 deletion deletion NOUN dad-11686 172 19 of of ADP dad-11686 172 20 an an DET dad-11686 172 21 edge edge NOUN dad-11686 172 22 . . PUNCT dad-11686 173 1 hence hence ADV dad-11686 173 2 , , PUNCT dad-11686 173 3 after after ADP dad-11686 173 4 every every DET dad-11686 173 5 two two NUM dad-11686 173 6 edit edit NOUN dad-11686 173 7 actions action NOUN dad-11686 173 8 , , PUNCT dad-11686 173 9 the the DET dad-11686 173 10 child child NOUN dad-11686 173 11 that that PRON dad-11686 173 12 was be AUX dad-11686 173 13 in in ADP dad-11686 173 14 the the DET dad-11686 173 15 abstract abstract ADJ dad-11686 173 16 view view NOUN dad-11686 173 17 moves move NOUN dad-11686 173 18 to to ADP dad-11686 173 19 the the DET dad-11686 173 20 visual visual ADJ dad-11686 173 21 view view NOUN dad-11686 173 22 and and CCONJ dad-11686 173 23 vice vice ADV dad-11686 173 24 versa versa ADV dad-11686 173 25 . . PUNCT dad-11686 174 1 a a DET dad-11686 174 2 turn turn NOUN dad-11686 174 3 is be AUX dad-11686 174 4 thus thus ADV dad-11686 174 5 the the DET dad-11686 174 6 time time NOUN dad-11686 174 7 interval interval NOUN dad-11686 174 8 between between ADP dad-11686 174 9 two two NUM dad-11686 174 10 view view NOUN dad-11686 174 11 swaps swap NOUN dad-11686 174 12 , , PUNCT dad-11686 174 13 i.e. i.e. X dad-11686 174 14 in in ADP dad-11686 174 15 which which PRON dad-11686 174 16 one one NUM dad-11686 174 17 child child NOUN dad-11686 174 18 is be AUX dad-11686 174 19 in in ADP dad-11686 174 20 the the DET dad-11686 174 21 visual visual ADJ dad-11686 174 22 view view NOUN dad-11686 174 23 and and CCONJ dad-11686 174 24 the the DET dad-11686 174 25 other other ADJ dad-11686 174 26 child child NOUN dad-11686 174 27 is be AUX dad-11686 174 28 in in ADP dad-11686 174 29 the the DET dad-11686 174 30 abstract abstract ADJ dad-11686 174 31 view view NOUN dad-11686 174 32 . . PUNCT dad-11686 175 1 a a DET dad-11686 175 2 turn turn NOUN dad-11686 175 3 lasts last VERB dad-11686 175 4 for for ADP dad-11686 175 5 two two NUM dad-11686 175 6 edit edit NOUN dad-11686 175 7 actions action NOUN dad-11686 175 8 . . PUNCT dad-11686 176 1 this this DET dad-11686 176 2 design design NOUN dad-11686 176 3 aims aim VERB dad-11686 176 4 at at ADP dad-11686 176 5 encouraging encourage VERB dad-11686 176 6 children child NOUN dad-11686 176 7 ( ( PUNCT dad-11686 176 8 interlocutors interlocutor NOUN dad-11686 176 9 ) ) PUNCT dad-11686 176 10 to to PART dad-11686 176 11 collaborate collaborate VERB dad-11686 176 12 . . PUNCT dad-11686 177 1 participants participant NOUN dad-11686 177 2 the the DET dad-11686 177 3 dataset dataset NOUN dad-11686 177 4 consists consist VERB dad-11686 177 5 of of ADP dad-11686 177 6 76 76 NUM dad-11686 177 7 children child NOUN dad-11686 177 8 in in ADP dad-11686 177 9 teams team NOUN dad-11686 177 10 of of ADP dad-11686 177 11 two two NUM dad-11686 177 12 ( ( PUNCT dad-11686 177 13 41 41 NUM dad-11686 177 14 females female NOUN dad-11686 177 15 : : PUNCT dad-11686 177 16 m m PROPN dad-11686 177 17 = = NOUN dad-11686 177 18 10.3 10.3 NUM dad-11686 177 19 , , PUNCT dad-11686 177 20 sd sd ADP dad-11686 177 21 = = SYM dad-11686 177 22 0.75 0.75 NUM dad-11686 177 23 years year NOUN dad-11686 177 24 old old ADJ dad-11686 177 25 ; ; PUNCT dad-11686 177 26 and and CCONJ dad-11686 177 27 35 35 NUM dad-11686 177 28 males male NOUN dad-11686 177 29 : : PUNCT dad-11686 177 30 m m VERB dad-11686 177 31 = = NOUN dad-11686 177 32 10.4 10.4 NUM dad-11686 177 33 , , PUNCT dad-11686 177 34 sd sd ADP dad-11686 177 35 = = NOUN dad-11686 177 36 0.61 0.61 NUM dad-11686 177 37 ) ) PUNCT dad-11686 177 38 . . PUNCT dad-11686 178 1 we we PRON dad-11686 178 2 have have VERB dad-11686 178 3 one one NUM dad-11686 178 4 problem problem NOUN dad-11686 178 5 solving solving NOUN dad-11686 178 6 session session NOUN dad-11686 178 7 , , PUNCT dad-11686 178 8 i.e. i.e. X dad-11686 178 9 task task NOUN dad-11686 178 10 , , PUNCT dad-11686 178 11 per per ADP dad-11686 178 12 team team NOUN dad-11686 178 13 . . PUNCT dad-11686 179 1 8 8 NUM dad-11686 180 1 out out ADP dad-11686 180 2 of of ADP dad-11686 180 3 the the DET dad-11686 180 4 38 38 NUM dad-11686 180 5 teams team NOUN dad-11686 180 6 ( ( PUNCT dad-11686 180 7 ≈ ≈ PROPN dad-11686 180 8 21 21 NUM dad-11686 180 9 % % NOUN dad-11686 180 10 ) ) PUNCT dad-11686 180 11 found find VERB dad-11686 180 12 an an DET dad-11686 180 13 optimal optimal ADJ dad-11686 180 14 solution solution NOUN dad-11686 180 15 to to ADP dad-11686 180 16 the the DET dad-11686 180 17 activity activity NOUN dad-11686 180 18 . . PUNCT dad-11686 181 1 the the DET dad-11686 181 2 teams team NOUN dad-11686 181 3 were be AUX dad-11686 181 4 formed form VERB dad-11686 181 5 randomly randomly ADV dad-11686 181 6 , , PUNCT dad-11686 181 7 without without ADP dad-11686 181 8 considering consider VERB dad-11686 181 9 the the DET dad-11686 181 10 gender gender NOUN dad-11686 181 11 , , PUNCT dad-11686 181 12 nationality nationality NOUN dad-11686 181 13 , , PUNCT dad-11686 181 14 or or CCONJ dad-11686 181 15 the the DET dad-11686 181 16 mother mother NOUN dad-11686 181 17 tongue tongue NOUN dad-11686 181 18 . . PUNCT dad-11686 182 1 they they PRON dad-11686 182 2 include include VERB dad-11686 182 3 mixed mixed ADJ dad-11686 182 4 and and CCONJ dad-11686 182 5 same same ADJ dad-11686 182 6 gender gender NOUN dad-11686 182 7 pairs pair NOUN dad-11686 182 8 , , PUNCT dad-11686 182 9 and and CCONJ dad-11686 182 10 this this DET dad-11686 182 11 information information NOUN dad-11686 182 12 is be AUX dad-11686 182 13 available available ADJ dad-11686 182 14 but but CCONJ dad-11686 182 15 not not PART dad-11686 182 16 used use VERB dad-11686 182 17 in in ADP dad-11686 182 18 our our PRON dad-11686 182 19 analyses analysis NOUN dad-11686 182 20 . . PUNCT dad-11686 183 1 the the DET dad-11686 183 2 study study NOUN dad-11686 183 3 was be AUX dad-11686 183 4 conducted conduct VERB dad-11686 183 5 in in ADP dad-11686 183 6 multiple multiple ADJ dad-11686 183 7 international international ADJ dad-11686 183 8 schools school NOUN dad-11686 183 9 in in ADP dad-11686 183 10 switzerland switzerland PROPN dad-11686 183 11 , , PUNCT dad-11686 183 12 where where SCONJ dad-11686 183 13 the the DET dad-11686 183 14 medium medium NOUN dad-11686 183 15 of of ADP dad-11686 183 16 education education NOUN dad-11686 183 17 is be AUX dad-11686 183 18 in in ADP dad-11686 183 19 english english PROPN dad-11686 183 20 , , PUNCT dad-11686 183 21 and and CCONJ dad-11686 183 22 hence hence ADV dad-11686 183 23 students student NOUN dad-11686 183 24 are be AUX dad-11686 183 25 proficient proficient ADJ dad-11686 183 26 in in ADP dad-11686 183 27 english english PROPN dad-11686 183 28 . . PUNCT dad-11686 184 1 content content NOUN dad-11686 184 2 we we PRON dad-11686 184 3 note note VERB dad-11686 184 4 that that SCONJ dad-11686 184 5 to to PART dad-11686 184 6 measure measure VERB dad-11686 184 7 task task NOUN dad-11686 184 8 success success NOUN dad-11686 184 9 , , PUNCT dad-11686 184 10 we we PRON dad-11686 184 11 consider consider VERB dad-11686 184 12 both both DET dad-11686 184 13 performance performance NOUN dad-11686 184 14 of of ADP dad-11686 184 15 the the DET dad-11686 184 16 teams team NOUN dad-11686 184 17 , , PUNCT dad-11686 184 18 and and CCONJ dad-11686 184 19 their their PRON dad-11686 184 20 learning learn VERB dad-11686 184 21 outcomes outcome NOUN dad-11686 184 22 . . PUNCT dad-11686 185 1 from from ADP dad-11686 185 2 the the DET dad-11686 185 3 original original ADJ dad-11686 185 4 justhink justhink NOUN dad-11686 185 5 dataset dataset NOUN dad-11686 185 6 ( ( PUNCT dad-11686 185 7 nasir nasir PROPN dad-11686 185 8 et et PROPN dad-11686 185 9 al al PROPN dad-11686 185 10 . . PROPN dad-11686 185 11 , , PUNCT dad-11686 185 12 2020b 2020b NUM dad-11686 185 13 ) ) PUNCT dad-11686 185 14 , , PUNCT dad-11686 185 15 we we PRON dad-11686 185 16 utilise utilise VERB dad-11686 185 17 : : PUNCT dad-11686 185 18 8 8 NUM dad-11686 185 19 studying study VERB dad-11686 185 20 alignment alignment NOUN dad-11686 185 21 in in ADP dad-11686 185 22 a a DET dad-11686 185 23 collaborative collaborative ADJ dad-11686 185 24 learning learning NOUN dad-11686 185 25 activity activity NOUN dad-11686 185 26 via via ADP dad-11686 185 27 automatic automatic ADJ dad-11686 185 28 methods method NOUN dad-11686 185 29 ( ( PUNCT dad-11686 185 30 a a X dad-11686 185 31 ) ) PUNCT dad-11686 185 32 an an DET dad-11686 185 33 example example NOUN dad-11686 185 34 abstract abstract ADJ dad-11686 185 35 view view NOUN dad-11686 185 36 . . PUNCT dad-11686 186 1 ( ( PUNCT dad-11686 186 2 b b X dad-11686 186 3 ) ) PUNCT dad-11686 186 4 corresponding correspond VERB dad-11686 186 5 visual visual ADJ dad-11686 186 6 view view NOUN dad-11686 186 7 . . PUNCT dad-11686 187 1 figure figure VERB dad-11686 187 2 2 2 NUM dad-11686 187 3 : : PUNCT dad-11686 187 4 interlocutors interlocutor NOUN dad-11686 187 5 ’ ' PUNCT dad-11686 187 6 views view NOUN dad-11686 187 7 during during ADP dad-11686 187 8 the the DET dad-11686 187 9 justhink justhink NOUN dad-11686 187 10 activity activity NOUN dad-11686 187 11 . . PUNCT dad-11686 188 1 • • NUM dad-11686 188 2 the the DET dad-11686 188 3 recorded record VERB dad-11686 188 4 audio audio ADJ dad-11686 188 5 files file NOUN dad-11686 188 6 : : PUNCT dad-11686 188 7 audio audio NOUN dad-11686 188 8 was be AUX dad-11686 188 9 recorded record VERB dad-11686 188 10 as as ADP dad-11686 188 11 two two NUM dad-11686 188 12 mono mono NOUN dad-11686 188 13 audio audio ADJ dad-11686 188 14 channels channel NOUN dad-11686 188 15 synchronised synchronise VERB dad-11686 188 16 to to ADP dad-11686 188 17 each each DET dad-11686 188 18 other other ADJ dad-11686 188 19 , , PUNCT dad-11686 188 20 with with ADP dad-11686 188 21 one one NUM dad-11686 188 22 lavalier lavalier NOUN dad-11686 188 23 microphone microphone NOUN dad-11686 188 24 per per ADP dad-11686 188 25 channel channel NOUN dad-11686 188 26 . . PUNCT dad-11686 189 1 the the DET dad-11686 189 2 interlocutors interlocutor NOUN dad-11686 189 3 were be AUX dad-11686 189 4 asked ask VERB dad-11686 189 5 to to PART dad-11686 189 6 speak speak VERB dad-11686 189 7 in in ADP dad-11686 189 8 english english PROPN dad-11686 189 9 . . PUNCT dad-11686 190 1 the the DET dad-11686 190 2 microphones microphone NOUN dad-11686 190 3 were be AUX dad-11686 190 4 clipped clip VERB dad-11686 190 5 onto onto ADP dad-11686 190 6 the the DET dad-11686 190 7 interlocutors interlocutor NOUN dad-11686 190 8 ’ ’ PART dad-11686 190 9 shirts shirt NOUN dad-11686 190 10 . . PUNCT dad-11686 191 1 at at ADP dad-11686 191 2 a a DET dad-11686 191 3 local local ADJ dad-11686 191 4 level level NOUN dad-11686 191 5 , , PUNCT dad-11686 191 6 to to PART dad-11686 191 7 study study VERB dad-11686 191 8 lexical lexical ADJ dad-11686 191 9 and and CCONJ dad-11686 191 10 behavioural behavioural ADJ dad-11686 191 11 alignment alignment NOUN dad-11686 191 12 , , PUNCT dad-11686 191 13 we we PRON dad-11686 191 14 transcribe transcribe VERB dad-11686 191 15 a a DET dad-11686 191 16 representative representative ADJ dad-11686 191 17 subset subset NOUN dad-11686 191 18 of of ADP dad-11686 191 19 the the DET dad-11686 191 20 audio audio ADJ dad-11686 191 21 files file NOUN dad-11686 191 22 . . PUNCT dad-11686 192 1 • • NUM dad-11686 192 2 event event NOUN dad-11686 192 3 log log VERB dad-11686 192 4 files file NOUN dad-11686 192 5 : : PUNCT dad-11686 192 6 event event NOUN dad-11686 192 7 log log NOUN dad-11686 192 8 entries entry NOUN dad-11686 192 9 consist consist VERB dad-11686 192 10 of of ADP dad-11686 192 11 timestamped timestamped ADJ dad-11686 192 12 edit edit NOUN dad-11686 192 13 actions action NOUN dad-11686 192 14 and and CCONJ dad-11686 192 15 submitted submit VERB dad-11686 192 16 solutions solution NOUN dad-11686 192 17 . . PUNCT dad-11686 193 1 at at ADP dad-11686 193 2 local local ADJ dad-11686 193 3 level level NOUN dad-11686 193 4 to to PART dad-11686 193 5 study study VERB dad-11686 193 6 behavioural behavioural ADJ dad-11686 193 7 alignment alignment NOUN dad-11686 193 8 , , PUNCT dad-11686 193 9 we we PRON dad-11686 193 10 combine combine VERB dad-11686 193 11 the the DET dad-11686 193 12 edit edit NOUN dad-11686 193 13 actions action NOUN dad-11686 193 14 with with ADP dad-11686 193 15 the the DET dad-11686 193 16 transcripts transcript NOUN dad-11686 193 17 . . PUNCT dad-11686 194 1 at at ADP dad-11686 194 2 a a DET dad-11686 194 3 dialogue dialogue NOUN dad-11686 194 4 level level NOUN dad-11686 194 5 to to PART dad-11686 194 6 measure measure VERB dad-11686 194 7 performance performance NOUN dad-11686 194 8 in in ADP dad-11686 194 9 the the DET dad-11686 194 10 task task NOUN dad-11686 194 11 , , PUNCT dad-11686 194 12 we we PRON dad-11686 194 13 use use VERB dad-11686 194 14 the the DET dad-11686 194 15 teams team NOUN dad-11686 194 16 ’ ’ PART dad-11686 194 17 best good ADJ dad-11686 194 18 score score NOUN dad-11686 194 19 calculated calculate VERB dad-11686 194 20 from from ADP dad-11686 194 21 all all DET dad-11686 194 22 the the DET dad-11686 194 23 submitted submit VERB dad-11686 194 24 solutions solution NOUN dad-11686 194 25 . . PUNCT dad-11686 195 1 • • NUM dad-11686 195 2 pre pre VERB dad-11686 195 3 - - ADJ dad-11686 195 4 test test NOUN dad-11686 195 5 and and CCONJ dad-11686 195 6 post post NOUN dad-11686 195 7 - - NOUN dad-11686 195 8 test test NOUN dad-11686 195 9 : : PUNCT dad-11686 195 10 at at ADP dad-11686 195 11 a a DET dad-11686 195 12 dialogue dialogue NOUN dad-11686 195 13 level level NOUN dad-11686 195 14 to to PART dad-11686 195 15 measure measure NOUN dad-11686 195 16 learning learn VERB dad-11686 195 17 outcomes outcome NOUN dad-11686 195 18 , , PUNCT dad-11686 195 19 we we PRON dad-11686 195 20 use use VERB dad-11686 195 21 interlocutors interlocutor NOUN dad-11686 195 22 ’ ’ PART dad-11686 195 23 scores score NOUN dad-11686 195 24 in in ADP dad-11686 195 25 the the DET dad-11686 195 26 pre pre NOUN dad-11686 195 27 - - NOUN dad-11686 195 28 test test NOUN dad-11686 195 29 and and CCONJ dad-11686 195 30 the the DET dad-11686 195 31 post post NOUN dad-11686 195 32 - - NOUN dad-11686 195 33 test2 test2 ADJ dad-11686 195 34 ( ( PUNCT dad-11686 195 35 see see VERB dad-11686 195 36 sec sec PROPN dad-11686 195 37 . . PROPN dad-11686 195 38 3.3 3.3 NUM dad-11686 195 39 for for ADP dad-11686 195 40 the the DET dad-11686 195 41 measure measure NOUN dad-11686 195 42 we we PRON dad-11686 195 43 adopt adopt VERB dad-11686 195 44 ) ) PUNCT dad-11686 195 45 . . PUNCT dad-11686 196 1 3.2 3.2 NUM dad-11686 196 2 alignment alignment NOUN dad-11686 196 3 in in ADP dad-11686 196 4 the the DET dad-11686 196 5 justhink justhink NOUN dad-11686 196 6 dataset dataset NOUN dad-11686 196 7 we we PRON dad-11686 196 8 choose choose VERB dad-11686 196 9 this this DET dad-11686 196 10 dataset dataset NOUN dad-11686 196 11 as as SCONJ dad-11686 196 12 it it PRON dad-11686 196 13 is be AUX dad-11686 196 14 particularly particularly ADV dad-11686 196 15 suited suit VERB dad-11686 196 16 to to PART dad-11686 196 17 study study VERB dad-11686 196 18 alignment alignment NOUN dad-11686 196 19 , , PUNCT dad-11686 196 20 since since SCONJ dad-11686 196 21 it it PRON dad-11686 196 22 is be AUX dad-11686 196 23 designed design VERB dad-11686 196 24 in in ADP dad-11686 196 25 such such DET dad-11686 196 26 a a DET dad-11686 196 27 way way NOUN dad-11686 196 28 to to PART dad-11686 196 29 create create VERB dad-11686 196 30 interdependence interdependence NOUN dad-11686 196 31 , , PUNCT dad-11686 196 32 i.e. i.e. X dad-11686 196 33 a a DET dad-11686 196 34 mutual mutual ADJ dad-11686 196 35 reliance reliance NOUN dad-11686 196 36 to to PART dad-11686 196 37 further further VERB dad-11686 196 38 the the DET dad-11686 196 39 task task NOUN dad-11686 196 40 , , PUNCT dad-11686 196 41 between between ADP dad-11686 196 42 the the DET dad-11686 196 43 interlocutors interlocutor NOUN dad-11686 196 44 . . PUNCT dad-11686 197 1 this this DET dad-11686 197 2 interdependence interdependence NOUN dad-11686 197 3 requires require VERB dad-11686 197 4 interlocutors interlocutor NOUN dad-11686 197 5 to to PART dad-11686 197 6 align align VERB dad-11686 197 7 with with ADP dad-11686 197 8 each each DET dad-11686 197 9 other other ADJ dad-11686 197 10 on on ADP dad-11686 197 11 multiple multiple ADJ dad-11686 197 12 levels level NOUN dad-11686 197 13 , , PUNCT dad-11686 197 14 e.g. e.g. ADV dad-11686 197 15 how how SCONJ dad-11686 197 16 to to PART dad-11686 197 17 refer refer VERB dad-11686 197 18 to to ADP dad-11686 197 19 the the DET dad-11686 197 20 environment environment NOUN dad-11686 197 21 and and CCONJ dad-11686 197 22 how how SCONJ dad-11686 197 23 to to PART dad-11686 197 24 represent represent VERB dad-11686 197 25 the the DET dad-11686 197 26 activity activity NOUN dad-11686 197 27 , , PUNCT dad-11686 197 28 in in ADP dad-11686 197 29 order order NOUN dad-11686 197 30 to to PART dad-11686 197 31 succeed succeed VERB dad-11686 197 32 . . PUNCT dad-11686 198 1 concretely concretely ADV dad-11686 198 2 , , PUNCT dad-11686 198 3 the the DET dad-11686 198 4 activity activity NOUN dad-11686 198 5 enables enable VERB dad-11686 198 6 : : PUNCT dad-11686 198 7 i i PRON dad-11686 198 8 ) ) PUNCT dad-11686 198 9 swapping swap VERB dad-11686 198 10 and and CCONJ dad-11686 198 11 visual visual ADJ dad-11686 198 12 view view NOUN dad-11686 198 13 control control NOUN dad-11686 198 14 : : PUNCT dad-11686 198 15 since since SCONJ dad-11686 198 16 a a DET dad-11686 198 17 turn turn NOUN dad-11686 198 18 changes change VERB dad-11686 198 19 every every DET dad-11686 198 20 two two NUM dad-11686 198 21 edit edit NOUN dad-11686 198 22 actions action NOUN dad-11686 198 23 , , PUNCT dad-11686 198 24 if if SCONJ dad-11686 198 25 an an DET dad-11686 198 26 interlocutor interlocutor NOUN dad-11686 198 27 has have VERB dad-11686 198 28 a a DET dad-11686 198 29 particular particular ADJ dad-11686 198 30 action action NOUN dad-11686 198 31 they they PRON dad-11686 198 32 want want VERB dad-11686 198 33 to to PART dad-11686 198 34 take take VERB dad-11686 198 35 , , PUNCT dad-11686 198 36 they they PRON dad-11686 198 37 have have VERB dad-11686 198 38 to to PART dad-11686 198 39 either either CCONJ dad-11686 198 40 wait wait VERB dad-11686 198 41 for for ADP dad-11686 198 42 their their PRON dad-11686 198 43 turn turn NOUN dad-11686 198 44 in in ADP dad-11686 198 45 the the DET dad-11686 198 46 visual visual ADJ dad-11686 198 47 view view NOUN dad-11686 198 48 to to PART dad-11686 198 49 implement implement VERB dad-11686 198 50 the the DET dad-11686 198 51 desired desire VERB dad-11686 198 52 change change NOUN dad-11686 198 53 , , PUNCT dad-11686 198 54 or or CCONJ dad-11686 198 55 instruct instruct VERB dad-11686 198 56 the the DET dad-11686 198 57 other other ADJ dad-11686 198 58 interlocutor interlocutor NOUN dad-11686 198 59 . . PUNCT dad-11686 199 1 here here ADV dad-11686 199 2 , , PUNCT dad-11686 199 3 we we PRON dad-11686 199 4 follow follow VERB dad-11686 199 5 an an DET dad-11686 199 6 idealised idealised ADJ dad-11686 199 7 perspective perspective NOUN dad-11686 199 8 on on ADP dad-11686 199 9 the the DET dad-11686 199 10 activity activity NOUN dad-11686 199 11 : : PUNCT dad-11686 199 12 at at ADP dad-11686 199 13 a a DET dad-11686 199 14 given give VERB dad-11686 199 15 time time NOUN dad-11686 199 16 , , PUNCT dad-11686 199 17 the the DET dad-11686 199 18 interlocutor interlocutor NOUN dad-11686 199 19 in in ADP dad-11686 199 20 the the DET dad-11686 199 21 abstract abstract ADJ dad-11686 199 22 view view NOUN dad-11686 199 23 is be AUX dad-11686 199 24 an an DET dad-11686 199 25 instruction instruction NOUN dad-11686 199 26 giver giver NOUN dad-11686 199 27 ( ( PUNCT dad-11686 199 28 ig ig PROPN dad-11686 199 29 ) ) PUNCT dad-11686 199 30 who who PRON dad-11686 199 31 describes describe VERB dad-11686 199 32 their their PRON dad-11686 199 33 instructions instruction NOUN dad-11686 199 34 for for ADP dad-11686 199 35 the the DET dad-11686 199 36 task task NOUN dad-11686 199 37 by by ADP dad-11686 199 38 using use VERB dad-11686 199 39 specific specific ADJ dad-11686 199 40 referring referring NOUN dad-11686 199 41 expressions expression NOUN dad-11686 199 42 , , PUNCT dad-11686 199 43 and and CCONJ dad-11686 199 44 the the DET dad-11686 199 45 other other ADJ dad-11686 199 46 ( ( PUNCT dad-11686 199 47 in in ADP dad-11686 199 48 visual visual ADJ dad-11686 199 49 view view NOUN dad-11686 199 50 ) ) PUNCT dad-11686 199 51 is be AUX dad-11686 199 52 the the DET dad-11686 199 53 instruction instruction NOUN dad-11686 199 54 follower follower NOUN dad-11686 199 55 ( ( PUNCT dad-11686 199 56 if if SCONJ dad-11686 199 57 ) ) PUNCT dad-11686 199 58 who who PRON dad-11686 199 59 executes execute VERB dad-11686 199 60 the the DET dad-11686 199 61 action action NOUN dad-11686 199 62 ( ( PUNCT dad-11686 199 63 this this PRON dad-11686 199 64 is be AUX dad-11686 199 65 akin akin ADJ dad-11686 199 66 to to ADP dad-11686 199 67 the the DET dad-11686 199 68 map map NOUN dad-11686 199 69 task task NOUN dad-11686 199 70 ( ( PUNCT dad-11686 199 71 anderson anderson PROPN dad-11686 199 72 et et PROPN dad-11686 199 73 al al PROPN dad-11686 199 74 . . PROPN dad-11686 199 75 , , PUNCT dad-11686 199 76 1991 1991 NUM dad-11686 199 77 ) ) PUNCT dad-11686 199 78 ) ) PUNCT dad-11686 199 79 . . PUNCT dad-11686 200 1 the the DET dad-11686 200 2 activity activity NOUN dad-11686 200 3 design design NOUN dad-11686 200 4 creates create VERB dad-11686 200 5 a a DET dad-11686 200 6 frequent frequent ADJ dad-11686 200 7 swapping swapping NOUN dad-11686 200 8 of of ADP dad-11686 200 9 views view NOUN dad-11686 200 10 . . PUNCT dad-11686 201 1 this this PRON dad-11686 201 2 aims aim VERB dad-11686 201 3 to to PART dad-11686 201 4 discourage discourage VERB dad-11686 201 5 interlocutors interlocutor NOUN dad-11686 201 6 from from ADP dad-11686 201 7 working work VERB dad-11686 201 8 in in ADP dad-11686 201 9 isolation isolation NOUN dad-11686 201 10 or or CCONJ dad-11686 201 11 in in ADP dad-11686 201 12 fixed fix VERB dad-11686 201 13 roles role NOUN dad-11686 201 14 of of ADP dad-11686 201 15 ig ig PRON dad-11686 201 16 and and CCONJ dad-11686 201 17 if if SCONJ dad-11686 201 18 , , PUNCT dad-11686 201 19 which which PRON dad-11686 201 20 could could AUX dad-11686 201 21 potentially potentially ADV dad-11686 201 22 happen happen VERB dad-11686 201 23 in in ADP dad-11686 201 24 collaborative collaborative ADJ dad-11686 201 25 tasks task NOUN dad-11686 201 26 . . PUNCT dad-11686 202 1 ii ii NOUN dad-11686 202 2 ) ) PUNCT dad-11686 202 3 routine routine ADJ dad-11686 202 4 expressions expression NOUN dad-11686 202 5 and and CCONJ dad-11686 202 6 alignment alignment NOUN dad-11686 202 7 in in ADP dad-11686 202 8 the the DET dad-11686 202 9 task task NOUN dad-11686 202 10 : : PUNCT dad-11686 202 11 since since SCONJ dad-11686 202 12 the the DET dad-11686 202 13 robot robot NOUN dad-11686 202 14 uses use VERB dad-11686 202 15 brief brief ADJ dad-11686 202 16 and and CCONJ dad-11686 202 17 general general ADJ dad-11686 202 18 instructions instruction NOUN dad-11686 202 19 to to PART dad-11686 202 20 present present VERB dad-11686 202 21 the the DET dad-11686 202 22 activity activity NOUN dad-11686 202 23 and and CCONJ dad-11686 202 24 its its PRON dad-11686 202 25 goal goal NOUN dad-11686 202 26 , , PUNCT dad-11686 202 27 the the DET dad-11686 202 28 interlocutors interlocutor NOUN dad-11686 202 29 must must AUX dad-11686 202 30 figure figure VERB dad-11686 202 31 out out ADP dad-11686 202 32 for for ADP dad-11686 202 33 themselves themselves PRON dad-11686 202 34 the the DET dad-11686 202 35 way way NOUN dad-11686 202 36 to to PART dad-11686 202 37 approach approach VERB dad-11686 202 38 the the DET dad-11686 202 39 2appendix 2appendix PROPN dad-11686 202 40 d d NOUN dad-11686 202 41 gives give VERB dad-11686 202 42 more more ADJ dad-11686 202 43 details detail NOUN dad-11686 202 44 on on ADP dad-11686 202 45 the the DET dad-11686 202 46 pre pre NOUN dad-11686 202 47 - - NOUN dad-11686 202 48 test test NOUN dad-11686 202 49 and and CCONJ dad-11686 202 50 the the DET dad-11686 202 51 post post NOUN dad-11686 202 52 - - NOUN dad-11686 202 53 test test NOUN dad-11686 202 54 . . PUNCT dad-11686 203 1 9 9 NUM dad-11686 203 2 utku utku ADJ dad-11686 203 3 norman∗ norman∗ NOUN dad-11686 203 4 , , PUNCT dad-11686 203 5 tanvi tanvi NOUN dad-11686 203 6 dinkar∗ dinkar∗ NOUN dad-11686 203 7 , , PUNCT dad-11686 203 8 barbara barbara PROPN dad-11686 203 9 bruno bruno PROPN dad-11686 203 10 , , PUNCT dad-11686 203 11 and and CCONJ dad-11686 203 12 chloé chloé VERB dad-11686 203 13 clavel clavel NOUN dad-11686 203 14 activity activity NOUN dad-11686 203 15 . . PUNCT dad-11686 204 1 the the DET dad-11686 204 2 task task NOUN dad-11686 204 3 - - PUNCT dad-11686 204 4 specific specific ADJ dad-11686 204 5 referents referent NOUN dad-11686 204 6 , , PUNCT dad-11686 204 7 which which PRON dad-11686 204 8 are be AUX dad-11686 204 9 the the DET dad-11686 204 10 names name NOUN dad-11686 204 11 of of ADP dad-11686 204 12 the the DET dad-11686 204 13 gold gold NOUN dad-11686 204 14 mines mine NOUN dad-11686 204 15 ( ( PUNCT dad-11686 204 16 cities city NOUN dad-11686 204 17 in in ADP dad-11686 204 18 switzerland switzerland PROPN dad-11686 204 19 , , PUNCT dad-11686 204 20 a a DET dad-11686 204 21 multi multi ADJ dad-11686 204 22 - - ADJ dad-11686 204 23 lingual lingual ADJ dad-11686 204 24 country country NOUN dad-11686 204 25 ) ) PUNCT dad-11686 204 26 , , PUNCT dad-11686 204 27 are be AUX dad-11686 204 28 potentially potentially ADV dad-11686 204 29 unfamiliar unfamiliar ADJ dad-11686 204 30 to to ADP dad-11686 204 31 interlocutors interlocutor NOUN dad-11686 204 32 . . PUNCT dad-11686 205 1 interlocutors interlocutor NOUN dad-11686 205 2 must must AUX dad-11686 205 3 refer refer VERB dad-11686 205 4 to to ADP dad-11686 205 5 the the DET dad-11686 205 6 task task NOUN dad-11686 205 7 , , PUNCT dad-11686 205 8 and and CCONJ dad-11686 205 9 then then ADV dad-11686 205 10 align align VERB dad-11686 205 11 with with ADP dad-11686 205 12 the the DET dad-11686 205 13 other other ADJ dad-11686 205 14 to to PART dad-11686 205 15 form form VERB dad-11686 205 16 routine routine ADJ dad-11686 205 17 expressions expression NOUN dad-11686 205 18 . . PUNCT dad-11686 206 1 by by ADP dad-11686 206 2 aligning align VERB dad-11686 206 3 , , PUNCT dad-11686 206 4 they they PRON dad-11686 206 5 establish establish VERB dad-11686 206 6 a a DET dad-11686 206 7 shared share VERB dad-11686 206 8 lexicon lexicon NOUN dad-11686 206 9 , , PUNCT dad-11686 206 10 and and CCONJ dad-11686 206 11 thus thus ADV dad-11686 206 12 align align VERB dad-11686 206 13 their their PRON dad-11686 206 14 representations representation NOUN dad-11686 206 15 of of ADP dad-11686 206 16 the the DET dad-11686 206 17 activity activity NOUN dad-11686 206 18 with with ADP dad-11686 206 19 each each DET dad-11686 206 20 other other ADJ dad-11686 206 21 . . PUNCT dad-11686 207 1 iii iii X dad-11686 207 2 ) ) PUNCT dad-11686 207 3 submission submission NOUN dad-11686 207 4 of of ADP dad-11686 207 5 solutions solution NOUN dad-11686 207 6 : : PUNCT dad-11686 207 7 since since SCONJ dad-11686 207 8 the the DET dad-11686 207 9 interlocutors interlocutor NOUN dad-11686 207 10 have have VERB dad-11686 207 11 to to PART dad-11686 207 12 submit submit VERB dad-11686 207 13 their their PRON dad-11686 207 14 solution solution NOUN dad-11686 207 15 together together ADV dad-11686 207 16 by by ADP dad-11686 207 17 pressing press VERB dad-11686 207 18 the the DET dad-11686 207 19 “ " PUNCT dad-11686 207 20 submit submit NOUN dad-11686 207 21 ” " PUNCT dad-11686 207 22 button button NOUN dad-11686 207 23 that that PRON dad-11686 207 24 is be AUX dad-11686 207 25 present present ADJ dad-11686 207 26 in in ADP dad-11686 207 27 both both DET dad-11686 207 28 views view NOUN dad-11686 207 29 , , PUNCT dad-11686 207 30 they they PRON dad-11686 207 31 have have VERB dad-11686 207 32 to to PART dad-11686 207 33 , , PUNCT dad-11686 207 34 at at ADP dad-11686 207 35 least least ADJ dad-11686 207 36 , , PUNCT dad-11686 207 37 align align VERB dad-11686 207 38 in in ADP dad-11686 207 39 terms term NOUN dad-11686 207 40 of of ADP dad-11686 207 41 their their PRON dad-11686 207 42 intent intent NOUN dad-11686 207 43 to to PART dad-11686 207 44 submit submit VERB dad-11686 207 45 . . PUNCT dad-11686 208 1 alternatively alternatively ADV dad-11686 208 2 , , PUNCT dad-11686 208 3 one one NUM dad-11686 208 4 interlocutor interlocutor NOUN dad-11686 208 5 must must AUX dad-11686 208 6 convince convince VERB dad-11686 208 7 the the DET dad-11686 208 8 other other ADJ dad-11686 208 9 to to PART dad-11686 208 10 reach reach VERB dad-11686 208 11 a a DET dad-11686 208 12 common common ADJ dad-11686 208 13 intent intent NOUN dad-11686 208 14 . . PUNCT dad-11686 209 1 3.3 3.3 NUM dad-11686 209 2 creating create VERB dad-11686 209 3 the the DET dad-11686 209 4 justhink justhink NOUN dad-11686 209 5 alignment alignment NOUN dad-11686 209 6 dataset dataset NOUN dad-11686 209 7 we we PRON dad-11686 209 8 put put VERB dad-11686 209 9 together together ADV dad-11686 209 10 an an DET dad-11686 209 11 anonymised anonymised ADJ dad-11686 209 12 version version NOUN dad-11686 209 13 of of ADP dad-11686 209 14 the the DET dad-11686 209 15 original original ADJ dad-11686 209 16 justhink justhink NOUN dad-11686 209 17 dataset dataset NOUN dad-11686 209 18 , , PUNCT dad-11686 209 19 called call VERB dad-11686 209 20 the the DET dad-11686 209 21 justhink justhink NOUN dad-11686 209 22 alignment alignment NOUN dad-11686 209 23 dataset3 dataset3 PROPN dad-11686 209 24 , , PUNCT dad-11686 209 25 based base VERB dad-11686 209 26 on on ADP dad-11686 209 27 the the DET dad-11686 209 28 dialogue dialogue NOUN dad-11686 209 29 transcripts transcript NOUN dad-11686 209 30 , , PUNCT dad-11686 209 31 event event NOUN dad-11686 209 32 logs log NOUN dad-11686 209 33 , , PUNCT dad-11686 209 34 and and CCONJ dad-11686 209 35 test test NOUN dad-11686 209 36 responses response NOUN dad-11686 209 37 . . PUNCT dad-11686 210 1 we we PRON dad-11686 210 2 sampled sample VERB dad-11686 210 3 the the DET dad-11686 210 4 data datum NOUN dad-11686 210 5 because because SCONJ dad-11686 210 6 the the DET dad-11686 210 7 state state NOUN dad-11686 210 8 - - PUNCT dad-11686 210 9 of of ADP dad-11686 210 10 - - PUNCT dad-11686 210 11 the the DET dad-11686 210 12 - - PUNCT dad-11686 210 13 art art NOUN dad-11686 210 14 asr asr NOUN dad-11686 210 15 tools tool NOUN dad-11686 210 16 were be AUX dad-11686 210 17 not not PART dad-11686 210 18 sufficiently sufficiently ADV dad-11686 210 19 good good ADJ dad-11686 210 20 on on ADP dad-11686 210 21 the the DET dad-11686 210 22 dialogues dialogue NOUN dad-11686 210 23 ( ( PUNCT dad-11686 210 24 see see VERB dad-11686 210 25 appendix appendix VERB dad-11686 210 26 a a PRON dad-11686 210 27 for for ADP dad-11686 210 28 a a DET dad-11686 210 29 comparison comparison NOUN dad-11686 210 30 ) ) PUNCT dad-11686 210 31 . . PUNCT dad-11686 211 1 therefore therefore ADV dad-11686 211 2 , , PUNCT dad-11686 211 3 in in ADP dad-11686 211 4 order order NOUN dad-11686 211 5 to to PART dad-11686 211 6 study study VERB dad-11686 211 7 lexical lexical ADJ dad-11686 211 8 and and CCONJ dad-11686 211 9 behavioural behavioural ADJ dad-11686 211 10 alignment alignment NOUN dad-11686 211 11 , , PUNCT dad-11686 211 12 we we PRON dad-11686 211 13 need need VERB dad-11686 211 14 to to PART dad-11686 211 15 manually manually ADV dad-11686 211 16 transcribe transcribe VERB dad-11686 211 17 the the DET dad-11686 211 18 data datum NOUN dad-11686 211 19 : : PUNCT dad-11686 211 20 for for ADP dad-11686 211 21 this this DET dad-11686 211 22 purpose purpose NOUN dad-11686 211 23 , , PUNCT dad-11686 211 24 we we PRON dad-11686 211 25 develop develop VERB dad-11686 211 26 a a DET dad-11686 211 27 selection selection NOUN dad-11686 211 28 process process NOUN dad-11686 211 29 so so SCONJ dad-11686 211 30 that that SCONJ dad-11686 211 31 the the DET dad-11686 211 32 set set NOUN dad-11686 211 33 is be AUX dad-11686 211 34 as as ADV dad-11686 211 35 representative representative ADJ dad-11686 211 36 as as ADP dad-11686 211 37 possible possible ADJ dad-11686 211 38 of of ADP dad-11686 211 39 the the DET dad-11686 211 40 whole whole ADJ dad-11686 211 41 corpus corpus NOUN dad-11686 211 42 . . PUNCT dad-11686 212 1 we we PRON dad-11686 212 2 firstly firstly ADV dad-11686 212 3 select select VERB dad-11686 212 4 a a DET dad-11686 212 5 subset subset NOUN dad-11686 212 6 of of ADP dad-11686 212 7 10 10 NUM dad-11686 212 8 teams team NOUN dad-11686 212 9 of of ADP dad-11686 212 10 the the DET dad-11686 212 11 dataset dataset NOUN dad-11686 212 12 . . PUNCT dad-11686 213 1 the the DET dad-11686 213 2 teams team NOUN dad-11686 213 3 were be AUX dad-11686 213 4 selected select VERB dad-11686 213 5 randomly randomly ADV dad-11686 213 6 according accord VERB dad-11686 213 7 to to ADP dad-11686 213 8 the the DET dad-11686 213 9 task task NOUN dad-11686 213 10 success success NOUN dad-11686 213 11 distribution distribution NOUN dad-11686 213 12 ( ( PUNCT dad-11686 213 13 see see VERB dad-11686 213 14 fig fig NOUN dad-11686 213 15 . . PUNCT dad-11686 214 1 3 3 NUM dad-11686 214 2 ) ) PUNCT dad-11686 214 3 ; ; PUNCT dad-11686 214 4 which which PRON dad-11686 214 5 we we PRON dad-11686 214 6 measure measure VERB dad-11686 214 7 through through ADP dad-11686 214 8 performance performance NOUN dad-11686 214 9 in in ADP dad-11686 214 10 the the DET dad-11686 214 11 task task NOUN dad-11686 214 12 and and CCONJ dad-11686 214 13 learning learn VERB dad-11686 214 14 outcomes outcome NOUN dad-11686 214 15 observed observe VERB dad-11686 214 16 from from ADP dad-11686 214 17 the the DET dad-11686 214 18 pre pre NOUN dad-11686 214 19 - - NOUN dad-11686 214 20 test test NOUN dad-11686 214 21 and and CCONJ dad-11686 214 22 the the DET dad-11686 214 23 post post NOUN dad-11686 214 24 - - NOUN dad-11686 214 25 test test NOUN dad-11686 214 26 . . PUNCT dad-11686 215 1 we we PRON dad-11686 215 2 thus thus ADV dad-11686 215 3 choose choose VERB dad-11686 215 4 a a DET dad-11686 215 5 representation representation NOUN dad-11686 215 6 of of ADP dad-11686 215 7 the the DET dad-11686 215 8 percentage percentage NOUN dad-11686 215 9 of of ADP dad-11686 215 10 successful successful ADJ dad-11686 215 11 teams team NOUN dad-11686 215 12 ( ( PUNCT dad-11686 215 13 30 30 NUM dad-11686 215 14 % % NOUN dad-11686 215 15 compared compare VERB dad-11686 215 16 to to ADP dad-11686 215 17 21 21 NUM dad-11686 215 18 % % NOUN dad-11686 215 19 of of ADP dad-11686 215 20 the the DET dad-11686 215 21 whole whole ADJ dad-11686 215 22 dataset dataset NOUN dad-11686 215 23 ) ) PUNCT dad-11686 215 24 . . PUNCT dad-11686 216 1 transcription transcription NOUN dad-11686 216 2 for for ADP dad-11686 216 3 our our PRON dad-11686 216 4 experiments experiment NOUN dad-11686 216 5 , , PUNCT dad-11686 216 6 we we PRON dad-11686 216 7 focus focus VERB dad-11686 216 8 on on ADP dad-11686 216 9 gold gold NOUN dad-11686 216 10 - - PUNCT dad-11686 216 11 standard standard ADJ dad-11686 216 12 / / SYM dad-11686 216 13 manual manual ADJ dad-11686 216 14 transcription transcription NOUN dad-11686 216 15 , , PUNCT dad-11686 216 16 due due ADP dad-11686 216 17 to to ADP dad-11686 216 18 the the DET dad-11686 216 19 poor poor ADJ dad-11686 216 20 performance performance NOUN dad-11686 216 21 of of ADP dad-11686 216 22 state state NOUN dad-11686 216 23 - - PUNCT dad-11686 216 24 of of ADP dad-11686 216 25 - - PUNCT dad-11686 216 26 the the DET dad-11686 216 27 - - PUNCT dad-11686 216 28 art art NOUN dad-11686 216 29 automatic automatic ADJ dad-11686 216 30 speech speech NOUN dad-11686 216 31 recognition recognition NOUN dad-11686 216 32 ( ( PUNCT dad-11686 216 33 asr asr NOUN dad-11686 216 34 ) ) PUNCT dad-11686 216 35 systems system NOUN dad-11686 216 36 on on ADP dad-11686 216 37 this this DET dad-11686 216 38 dataset dataset NOUN dad-11686 216 39 ( ( PUNCT dad-11686 216 40 which which PRON dad-11686 216 41 consists consist VERB dad-11686 216 42 of of ADP dad-11686 216 43 children child NOUN dad-11686 216 44 ’s ’s PART dad-11686 216 45 speech speech NOUN dad-11686 216 46 with with ADP dad-11686 216 47 music music NOUN dad-11686 216 48 playing play VERB dad-11686 216 49 in in ADP dad-11686 216 50 the the DET dad-11686 216 51 background background NOUN dad-11686 216 52 ) ) PUNCT dad-11686 216 53 . . PUNCT dad-11686 217 1 we we PRON dad-11686 217 2 give give VERB dad-11686 217 3 the the DET dad-11686 217 4 accuracy accuracy NOUN dad-11686 217 5 of of ADP dad-11686 217 6 asr asr NOUN dad-11686 217 7 on on ADP dad-11686 217 8 the the DET dad-11686 217 9 dataset dataset NOUN dad-11686 217 10 in in ADP dad-11686 217 11 appendix appendix ADJ dad-11686 217 12 a. a. NOUN dad-11686 217 13 table table NOUN dad-11686 217 14 1 1 NUM dad-11686 217 15 provides provide VERB dad-11686 217 16 further further ADJ dad-11686 217 17 details detail NOUN dad-11686 217 18 about about ADP dad-11686 217 19 the the DET dad-11686 217 20 transcribed transcribed NOUN dad-11686 217 21 subset subset NOUN dad-11686 217 22 . . PUNCT dad-11686 218 1 as as SCONJ dad-11686 218 2 shown show VERB dad-11686 218 3 , , PUNCT dad-11686 218 4 the the DET dad-11686 218 5 mean mean ADJ dad-11686 218 6 duration duration NOUN dad-11686 218 7 of of ADP dad-11686 218 8 the the DET dad-11686 218 9 task task NOUN dad-11686 218 10 is be AUX dad-11686 218 11 ≈ ≈ PROPN dad-11686 218 12 23 23 NUM dad-11686 218 13 minutes minute NOUN dad-11686 218 14 , , PUNCT dad-11686 218 15 and and CCONJ dad-11686 218 16 the the DET dad-11686 218 17 transcriptions transcription NOUN dad-11686 218 18 account account VERB dad-11686 218 19 for for ADP dad-11686 218 20 ≈ ≈ PROPN dad-11686 218 21 4 4 NUM dad-11686 218 22 hours hour NOUN dad-11686 218 23 of of ADP dad-11686 218 24 data datum NOUN dad-11686 218 25 . . PUNCT dad-11686 219 1 the the DET dad-11686 219 2 transcripts transcript NOUN dad-11686 219 3 report report VERB dad-11686 219 4 which which DET dad-11686 219 5 interlocutor interlocutor NOUN dad-11686 219 6 is be AUX dad-11686 219 7 speaking speak VERB dad-11686 219 8 ( ( PUNCT dad-11686 219 9 either either CCONJ dad-11686 219 10 a a PRON dad-11686 219 11 or or CCONJ dad-11686 219 12 b b NOUN dad-11686 219 13 ) ) PUNCT dad-11686 219 14 and and CCONJ dad-11686 219 15 the the DET dad-11686 219 16 start start NOUN dad-11686 219 17 and and CCONJ dad-11686 219 18 end end VERB dad-11686 219 19 timestamps timestamp NOUN dad-11686 219 20 for for ADP dad-11686 219 21 each each DET dad-11686 219 22 utterance utterance NOUN dad-11686 219 23 , , PUNCT dad-11686 219 24 beside beside ADP dad-11686 219 25 the the DET dad-11686 219 26 utterance utterance NOUN dad-11686 219 27 content content NOUN dad-11686 219 28 . . PUNCT dad-11686 220 1 utterance utterance NOUN dad-11686 220 2 segmentation segmentation NOUN dad-11686 220 3 is be AUX dad-11686 220 4 based base VERB dad-11686 220 5 on on ADP dad-11686 220 6 koiso koiso PROPN dad-11686 220 7 et et PROPN dad-11686 220 8 al al PROPN dad-11686 220 9 . . PUNCT dad-11686 221 1 ( ( PUNCT dad-11686 221 2 1998 1998 NUM dad-11686 221 3 ) ) PUNCT dad-11686 221 4 ’s ’ VERB dad-11686 221 5 definition definition NOUN dad-11686 221 6 of of ADP dad-11686 221 7 an an DET dad-11686 221 8 inter inter ADJ dad-11686 221 9 pausal pausal NOUN dad-11686 221 10 unit unit NOUN dad-11686 221 11 ( ( PUNCT dad-11686 221 12 ipu ipu PROPN dad-11686 221 13 ) ) PUNCT dad-11686 221 14 , , PUNCT dad-11686 221 15 defined define VERB dad-11686 221 16 as as ADP dad-11686 221 17 “ " PUNCT dad-11686 221 18 a a DET dad-11686 221 19 stretch stretch NOUN dad-11686 221 20 of of ADP dad-11686 221 21 a a DET dad-11686 221 22 single single ADJ dad-11686 221 23 interlocutor interlocutor NOUN dad-11686 221 24 ’s ’s PART dad-11686 221 25 speech speech NOUN dad-11686 221 26 bounded bound VERB dad-11686 221 27 by by ADP dad-11686 221 28 pauses pause NOUN dad-11686 221 29 longer long ADJ dad-11686 221 30 than than ADP dad-11686 221 31 100 100 NUM dad-11686 221 32 ms ms NOUN dad-11686 221 33 ” " PUNCT dad-11686 221 34 . . PUNCT dad-11686 222 1 we we PRON dad-11686 222 2 also also ADV dad-11686 222 3 annotated annotate VERB dad-11686 222 4 punctuation punctuation NOUN dad-11686 222 5 markers marker NOUN dad-11686 222 6 , , PUNCT dad-11686 222 7 such such ADJ dad-11686 222 8 as as ADP dad-11686 222 9 commas comma NOUN dad-11686 222 10 , , PUNCT dad-11686 222 11 full full ADJ dad-11686 222 12 stops stop NOUN dad-11686 222 13 , , PUNCT dad-11686 222 14 exclamation exclamation NOUN dad-11686 222 15 points point NOUN dad-11686 222 16 and and CCONJ dad-11686 222 17 question question NOUN dad-11686 222 18 marks mark NOUN dad-11686 222 19 . . PUNCT dad-11686 223 1 fillers filler NOUN dad-11686 223 2 , , PUNCT dad-11686 223 3 such such ADJ dad-11686 223 4 as as ADP dad-11686 223 5 “ " PUNCT dad-11686 223 6 uh uh INTJ dad-11686 223 7 ” " PUNCT dad-11686 223 8 and and CCONJ dad-11686 223 9 “ " PUNCT dad-11686 223 10 um um INTJ dad-11686 223 11 ” " PUNCT dad-11686 223 12 , , PUNCT dad-11686 223 13 ( ( PUNCT dad-11686 223 14 using use VERB dad-11686 223 15 meteer meteer PROPN dad-11686 223 16 et et PROPN dad-11686 223 17 al al PROPN dad-11686 223 18 . . PROPN dad-11686 223 19 1995 1995 NUM dad-11686 223 20 for for ADP dad-11686 223 21 reference reference NOUN dad-11686 223 22 ) ) PUNCT dad-11686 223 23 were be AUX dad-11686 223 24 transcribed transcribe VERB dad-11686 223 25 , , PUNCT dad-11686 223 26 as as ADV dad-11686 223 27 well well ADV dad-11686 223 28 as as ADP dad-11686 223 29 the the DET dad-11686 223 30 discourse discourse NOUN dad-11686 223 31 marker marker NOUN dad-11686 223 32 “ " PUNCT dad-11686 223 33 oh oh INTJ dad-11686 223 34 ” " PUNCT dad-11686 223 35 . . PUNCT dad-11686 224 1 the the DET dad-11686 224 2 above above ADJ dad-11686 224 3 3 3 NUM dad-11686 224 4 spontaneous spontaneous ADJ dad-11686 224 5 speech speech NOUN dad-11686 224 6 phenomena phenomenon NOUN dad-11686 224 7 occur occur VERB dad-11686 224 8 frequently frequently ADV dad-11686 224 9 in in ADP dad-11686 224 10 the the DET dad-11686 224 11 dataset dataset NOUN dad-11686 224 12 { { PUNCT dad-11686 224 13 “ " PUNCT dad-11686 224 14 um um INTJ dad-11686 224 15 ” " PUNCT dad-11686 224 16 : : PUNCT dad-11686 224 17 236 236 NUM dad-11686 224 18 , , PUNCT dad-11686 224 19 “ " PUNCT dad-11686 224 20 uh uh INTJ dad-11686 224 21 ” " PUNCT dad-11686 224 22 : : PUNCT dad-11686 224 23 173 173 NUM dad-11686 224 24 , , PUNCT dad-11686 224 25 “ " PUNCT dad-11686 224 26 oh oh INTJ dad-11686 224 27 ” " PUNCT dad-11686 224 28 : : PUNCT dad-11686 224 29 333 333 NUM dad-11686 224 30 } } PUNCT dad-11686 224 31 . . PUNCT dad-11686 225 1 other other ADJ dad-11686 225 2 phenomena phenomenon NOUN dad-11686 225 3 , , PUNCT dad-11686 225 4 such such ADJ dad-11686 225 5 as as ADP dad-11686 225 6 “ " PUNCT dad-11686 225 7 ew ew INTJ dad-11686 225 8 ” " PUNCT dad-11686 225 9 or or CCONJ dad-11686 225 10 “ " PUNCT dad-11686 225 11 oops oop NOUN dad-11686 225 12 ! ! PUNCT dad-11686 225 13 ” " PUNCT dad-11686 225 14 were be AUX dad-11686 225 15 also also ADV dad-11686 225 16 transcribed transcribe VERB dad-11686 225 17 , , PUNCT dad-11686 225 18 however however ADV dad-11686 225 19 , , PUNCT dad-11686 225 20 their their PRON dad-11686 225 21 frequency frequency NOUN dad-11686 225 22 is be AUX dad-11686 225 23 too too ADV dad-11686 225 24 low low ADJ dad-11686 225 25 for for ADP dad-11686 225 26 analysis analysis NOUN dad-11686 225 27 . . PUNCT dad-11686 226 1 transcription transcription NOUN dad-11686 226 2 included include VERB dad-11686 226 3 incomplete incomplete ADJ dad-11686 226 4 elements element NOUN dad-11686 226 5 , , PUNCT dad-11686 226 6 such such ADJ dad-11686 226 7 as as ADP dad-11686 226 8 “ " PUNCT dad-11686 226 9 mount mount NOUN dad-11686 226 10 neuchat- neuchat- NOUN dad-11686 226 11 ” " PUNCT dad-11686 226 12 in in ADP dad-11686 226 13 “ " PUNCT dad-11686 226 14 mount mount PROPN dad-11686 226 15 neuchatum neuchatum PROPN dad-11686 226 16 mount mount PROPN dad-11686 226 17 interlaken interlaken PROPN dad-11686 226 18 ” " PUNCT dad-11686 226 19 . . PUNCT dad-11686 227 1 pronunciation pronunciation NOUN dad-11686 227 2 differed differ VERB dad-11686 227 3 among among ADP dad-11686 227 4 and and CCONJ dad-11686 227 5 within within ADP dad-11686 227 6 interlocutors interlocutor NOUN dad-11686 227 7 ( ( PUNCT dad-11686 227 8 for for ADP dad-11686 227 9 example example NOUN dad-11686 227 10 , , PUNCT dad-11686 227 11 for for ADP dad-11686 227 12 the the DET dad-11686 227 13 word word NOUN dad-11686 227 14 “ " PUNCT dad-11686 227 15 montreux montreux X dad-11686 227 16 ” " PUNCT dad-11686 227 17 , , PUNCT dad-11686 227 18 pronouncing pronounce VERB dad-11686 227 19 the the DET dad-11686 227 20 ending ending NOUN dad-11686 227 21 as as ADP dad-11686 227 22 /ks/ /ks/ PROPN dad-11686 227 23 or or CCONJ dad-11686 227 24 /ø/ /ø/ PROPN dad-11686 227 25 ) ) PUNCT dad-11686 227 26 , , PUNCT dad-11686 227 27 due due ADP dad-11686 227 28 to to ADP dad-11686 227 29 the the DET dad-11686 227 30 unfamiliarity unfamiliarity NOUN dad-11686 227 31 of of ADP dad-11686 227 32 the the DET dad-11686 227 33 interlocutors interlocutor NOUN dad-11686 227 34 with with ADP dad-11686 227 35 the the DET dad-11686 227 36 referents referent NOUN dad-11686 227 37 , , PUNCT dad-11686 227 38 and and CCONJ dad-11686 227 39 individual individual ADJ dad-11686 227 40 accents accent NOUN dad-11686 227 41 . . PUNCT dad-11686 228 1 as as SCONJ dad-11686 228 2 our our PRON dad-11686 228 3 methodology methodology NOUN dad-11686 228 4 is be AUX dad-11686 228 5 dependent dependent ADJ dad-11686 228 6 on on ADP dad-11686 228 7 matching match VERB dad-11686 228 8 surface surface NOUN dad-11686 228 9 forms form NOUN dad-11686 228 10 ( ( PUNCT dad-11686 228 11 refer refer VERB dad-11686 228 12 to to ADP dad-11686 228 13 sec sec PROPN dad-11686 228 14 . . PROPN dad-11686 228 15 5 5 NUM dad-11686 228 16 ) ) PUNCT dad-11686 228 17 , , PUNCT dad-11686 228 18 we we PRON dad-11686 228 19 standardise standardise VERB dad-11686 228 20 variations variation NOUN dad-11686 228 21 of of ADP dad-11686 228 22 pronunciation pronunciation NOUN dad-11686 228 23 in in ADP dad-11686 228 24 the the DET dad-11686 228 25 transcriptions transcription NOUN dad-11686 228 26 , , PUNCT dad-11686 228 27 and and CCONJ dad-11686 228 28 we we PRON dad-11686 228 29 do do AUX dad-11686 228 30 not not PART dad-11686 228 31 account account VERB dad-11686 228 32 for for ADP dad-11686 228 33 e.g. e.g. ADJ dad-11686 228 34 variations variation NOUN dad-11686 228 35 in in ADP dad-11686 228 36 accent accent NOUN dad-11686 228 37 . . PUNCT dad-11686 229 1 a a DET dad-11686 229 2 graduate graduate NOUN dad-11686 229 3 student student NOUN dad-11686 229 4 completed complete VERB dad-11686 229 5 two two NUM dad-11686 229 6 passes pass NOUN dad-11686 229 7 on on ADP dad-11686 229 8 each each DET dad-11686 229 9 transcript transcript NOUN dad-11686 229 10 , , PUNCT dad-11686 229 11 which which PRON dad-11686 229 12 were be AUX dad-11686 229 13 then then ADV dad-11686 229 14 checked check VERB dad-11686 229 15 by by ADP dad-11686 229 16 another another DET dad-11686 229 17 native native ADJ dad-11686 229 18 english english PROPN dad-11686 229 19 speaking speak VERB dad-11686 229 20 graduate graduate NOUN dad-11686 229 21 student student NOUN dad-11686 229 22 with with ADP dad-11686 229 23 experience experience NOUN dad-11686 229 24 in in ADP dad-11686 229 25 transcription transcription NOUN dad-11686 229 26 / / SYM dad-11686 229 27 annotation annotation NOUN dad-11686 229 28 tasks task NOUN dad-11686 229 29 . . PUNCT dad-11686 230 1 3which 3which NUM dad-11686 230 2 we we PRON dad-11686 230 3 make make VERB dad-11686 230 4 publicly publicly ADV dad-11686 230 5 available available ADJ dad-11686 230 6 online online ADV dad-11686 230 7 , , PUNCT dad-11686 230 8 from from ADP dad-11686 230 9 the the DET dad-11686 230 10 zenodo zenodo PROPN dad-11686 230 11 repository repository NOUN dad-11686 230 12 doi doi NOUN dad-11686 230 13 : : PUNCT dad-11686 230 14 10.5281 10.5281 NUM dad-11686 230 15 / / SYM dad-11686 230 16 zenodo.4627104 zenodo.4627104 PROPN dad-11686 230 17 . . PUNCT dad-11686 231 1 10 10 NUM dad-11686 231 2 http://doi.org/10.5281/zenodo.4627104 http://doi.org/10.5281/zenodo.4627104 PRON dad-11686 231 3 studying study VERB dad-11686 231 4 alignment alignment NOUN dad-11686 231 5 in in ADP dad-11686 231 6 a a DET dad-11686 231 7 collaborative collaborative ADJ dad-11686 231 8 learning learning NOUN dad-11686 231 9 activity activity NOUN dad-11686 231 10 via via ADP dad-11686 231 11 automatic automatic ADJ dad-11686 231 12 methods method NOUN dad-11686 231 13 5 5 NUM dad-11686 231 14 teams team NOUN dad-11686 231 15 learn learn VERB dad-11686 231 16 > > X dad-11686 231 17 0 0 NUM dad-11686 231 18 5 5 NUM dad-11686 231 19 teams team NOUN dad-11686 231 20 error error VERB dad-11686 231 21 > > X dad-11686 231 22 mean mean NOUN dad-11686 231 23 5 5 NUM dad-11686 231 24 teams team NOUN dad-11686 231 25 error error NOUN dad-11686 231 26 ≤ ≤ NOUN dad-11686 231 27 mean mean VERB dad-11686 231 28 5 5 NUM dad-11686 231 29 teams team NOUN dad-11686 231 30 learn learn VERB dad-11686 231 31 ≤ ≤ NUM dad-11686 231 32 0 0 NUM dad-11686 231 33 figure figure NOUN dad-11686 231 34 3 3 NUM dad-11686 231 35 : : PUNCT dad-11686 231 36 scatter scatter NOUN dad-11686 231 37 plot plot NOUN dad-11686 231 38 of of ADP dad-11686 231 39 the the DET dad-11686 231 40 transcribed transcribe VERB dad-11686 231 41 teams team NOUN dad-11686 231 42 ( ( PUNCT dad-11686 231 43 red red ADJ dad-11686 231 44 dots dot NOUN dad-11686 231 45 ) ) PUNCT dad-11686 231 46 and and CCONJ dad-11686 231 47 non non ADJ dad-11686 231 48 - - ADJ dad-11686 231 49 transcribed transcribed ADJ dad-11686 231 50 teams team NOUN dad-11686 231 51 ( ( PUNCT dad-11686 231 52 blue blue ADJ dad-11686 231 53 dots dot NOUN dad-11686 231 54 ) ) PUNCT dad-11686 231 55 in in ADP dad-11686 231 56 the the DET dad-11686 231 57 learning learning NOUN dad-11686 231 58 outcome outcome NOUN dad-11686 231 59 ( ( PUNCT dad-11686 231 60 learn learn NOUN dad-11686 231 61 ) ) PUNCT dad-11686 231 62 vs. vs. ADP dad-11686 231 63 task task NOUN dad-11686 231 64 performance performance NOUN dad-11686 231 65 ( ( PUNCT dad-11686 231 66 error error NOUN dad-11686 231 67 ) ) PUNCT dad-11686 231 68 space space NOUN dad-11686 231 69 . . PUNCT dad-11686 232 1 the the DET dad-11686 232 2 black black ADJ dad-11686 232 3 lines line NOUN dad-11686 232 4 indicate indicate VERB dad-11686 232 5 the the DET dad-11686 232 6 criteria criterion NOUN dad-11686 232 7 for for ADP dad-11686 232 8 choosing choose VERB dad-11686 232 9 the the DET dad-11686 232 10 samples sample NOUN dad-11686 232 11 of of ADP dad-11686 232 12 the the DET dad-11686 232 13 dataset dataset NOUN dad-11686 232 14 to to PART dad-11686 232 15 transcribe transcribe VERB dad-11686 232 16 ( ( PUNCT dad-11686 232 17 i.e. i.e. X dad-11686 232 18 5 5 NUM dad-11686 232 19 teams team NOUN dad-11686 232 20 with with ADP dad-11686 232 21 learn learn VERB dad-11686 232 22 > > X dad-11686 232 23 0 0 PUNCT dad-11686 232 24 . . PUNCT dad-11686 232 25 . . PUNCT dad-11686 232 26 . . PUNCT dad-11686 232 27 ) ) PUNCT dad-11686 232 28 . . PUNCT dad-11686 233 1 the the DET dad-11686 233 2 mean mean NOUN dad-11686 233 3 of of ADP dad-11686 233 4 a a DET dad-11686 233 5 set set NOUN dad-11686 233 6 ( ( PUNCT dad-11686 233 7 transcribed transcribe VERB dad-11686 233 8 or or CCONJ dad-11686 233 9 other other ADJ dad-11686 233 10 ) ) PUNCT dad-11686 233 11 is be AUX dad-11686 233 12 shown show VERB dad-11686 233 13 as as ADP dad-11686 233 14 a a DET dad-11686 233 15 dashed dash VERB dad-11686 233 16 line line NOUN dad-11686 233 17 , , PUNCT dad-11686 233 18 with with ADP dad-11686 233 19 the the DET dad-11686 233 20 fit fit NOUN dad-11686 233 21 of of ADP dad-11686 233 22 a a DET dad-11686 233 23 univariate univariate ADJ dad-11686 233 24 kernel kernel NOUN dad-11686 233 25 density density NOUN dad-11686 233 26 estimate estimate NOUN dad-11686 233 27 for for ADP dad-11686 233 28 the the DET dad-11686 233 29 corresponding corresponding ADJ dad-11686 233 30 set set NOUN dad-11686 233 31 . . PUNCT dad-11686 234 1 numbers number NOUN dad-11686 234 2 denote denote VERB dad-11686 234 3 the the DET dad-11686 234 4 i i PROPN dad-11686 234 5 d d PROPN dad-11686 234 6 of of ADP dad-11686 234 7 teams team NOUN dad-11686 234 8 . . PUNCT dad-11686 235 1 table table NOUN dad-11686 235 2 1 1 NUM dad-11686 235 3 : : PUNCT dad-11686 235 4 descriptive descriptive ADJ dad-11686 235 5 statistics statistic NOUN dad-11686 235 6 for for ADP dad-11686 235 7 the the DET dad-11686 235 8 transcribed transcribe VERB dad-11686 235 9 teams team NOUN dad-11686 235 10 ( ( PUNCT dad-11686 235 11 n n NOUN dad-11686 235 12 = = NUM dad-11686 235 13 10 10 NUM dad-11686 235 14 ) ) PUNCT dad-11686 235 15 . . PUNCT dad-11686 236 1 sd sd NOUN dad-11686 236 2 stands stand VERB dad-11686 236 3 for for ADP dad-11686 236 4 standard standard ADJ dad-11686 236 5 deviation deviation NOUN dad-11686 236 6 . . PUNCT dad-11686 237 1 mean mean VERB dad-11686 237 2 sd sd ADP dad-11686 237 3 min min PROPN dad-11686 237 4 max max PROPN dad-11686 237 5 number number NOUN dad-11686 237 6 of of ADP dad-11686 237 7 submitted submit VERB dad-11686 237 8 solutions solution NOUN dad-11686 237 9 9.4 9.4 NUM dad-11686 237 10 4.7 4.7 NUM dad-11686 237 11 4 4 NUM dad-11686 237 12 19 19 NUM dad-11686 237 13 number number NOUN dad-11686 237 14 of of ADP dad-11686 237 15 turns turn NOUN dad-11686 237 16 in in ADP dad-11686 237 17 task task NOUN dad-11686 237 18 50.4 50.4 NUM dad-11686 237 19 21.4 21.4 NUM dad-11686 237 20 28 28 NUM dad-11686 237 21 98 98 NUM dad-11686 237 22 total total NOUN dad-11686 237 23 duration duration NOUN dad-11686 237 24 ( ( PUNCT dad-11686 237 25 mins min NOUN dad-11686 237 26 ) ) PUNCT dad-11686 237 27 23.7 23.7 NUM dad-11686 237 28 7.1 7.1 NUM dad-11686 237 29 11.2 11.2 NUM dad-11686 237 30 36.0 36.0 NUM dad-11686 237 31 time time NOUN dad-11686 237 32 per per ADP dad-11686 237 33 submission submission NOUN dad-11686 237 34 ( ( PUNCT dad-11686 237 35 mins min NOUN dad-11686 237 36 ) ) PUNCT dad-11686 237 37 2.6 2.6 NUM dad-11686 237 38 2.3 2.3 NUM dad-11686 237 39 0.7 0.7 NUM dad-11686 237 40 12.8 12.8 NUM dad-11686 237 41 duration duration NOUN dad-11686 237 42 of of ADP dad-11686 237 43 a a DET dad-11686 237 44 turn turn NOUN dad-11686 237 45 ( ( PUNCT dad-11686 237 46 secs secs X dad-11686 237 47 ) ) PUNCT dad-11686 237 48 25.0 25.0 NUM dad-11686 237 49 30.3 30.3 NUM dad-11686 237 50 1.1 1.1 NUM dad-11686 237 51 240.2 240.2 NUM dad-11686 237 52 length length NOUN dad-11686 237 53 of of ADP dad-11686 237 54 utterance utterance NOUN dad-11686 237 55 ( ( PUNCT dad-11686 237 56 in in ADP dad-11686 237 57 tokens token NOUN dad-11686 237 58 ) ) PUNCT dad-11686 237 59 6.6 6.6 NUM dad-11686 237 60 5.4 5.4 NUM dad-11686 237 61 1 1 NUM dad-11686 237 62 32 32 NUM dad-11686 237 63 11 11 NUM dad-11686 237 64 utku utku NOUN dad-11686 237 65 norman∗ norman∗ NOUN dad-11686 237 66 , , PUNCT dad-11686 237 67 tanvi tanvi NOUN dad-11686 237 68 dinkar∗ dinkar∗ NOUN dad-11686 237 69 , , PUNCT dad-11686 237 70 barbara barbara PROPN dad-11686 237 71 bruno bruno PROPN dad-11686 237 72 , , PUNCT dad-11686 237 73 and and CCONJ dad-11686 237 74 chloé chloé VERB dad-11686 237 75 clavel clavel ADJ dad-11686 237 76 dialogue dialogue NOUN dad-11686 237 77 level level NOUN dad-11686 237 78 labels label NOUN dad-11686 237 79 : : PUNCT dad-11686 237 80 measuring measure VERB dad-11686 237 81 success success NOUN dad-11686 237 82 in in ADP dad-11686 237 83 the the DET dad-11686 237 84 task task NOUN dad-11686 237 85 for for ADP dad-11686 237 86 task task NOUN dad-11686 237 87 performance performance NOUN dad-11686 237 88 , , PUNCT dad-11686 237 89 we we PRON dad-11686 237 90 consider consider VERB dad-11686 237 91 error error NOUN dad-11686 237 92 which which PRON dad-11686 237 93 is be AUX dad-11686 237 94 the the DET dad-11686 237 95 scaled scale VERB dad-11686 237 96 difference difference NOUN dad-11686 237 97 of of ADP dad-11686 237 98 each each DET dad-11686 237 99 submitted submit VERB dad-11686 237 100 solution solution NOUN dad-11686 237 101 compared compare VERB dad-11686 237 102 to to ADP dad-11686 237 103 the the DET dad-11686 237 104 optimal optimal ADJ dad-11686 237 105 solution solution NOUN dad-11686 237 106 , , PUNCT dad-11686 237 107 i.e. i.e. X dad-11686 237 108 error error NOUN dad-11686 237 109 = = SYM dad-11686 237 110 ( ( PUNCT dad-11686 237 111 cost− cost− X dad-11686 237 112 optimal optimal ADJ dad-11686 237 113 cost)/optimal cost)/optimal ADJ dad-11686 237 114 cost cost NOUN dad-11686 237 115 . . PUNCT dad-11686 238 1 at at ADP dad-11686 238 2 the the DET dad-11686 238 3 dialogue dialogue NOUN dad-11686 238 4 level level NOUN dad-11686 238 5 , , PUNCT dad-11686 238 6 we we PRON dad-11686 238 7 take take VERB dad-11686 238 8 the the DET dad-11686 238 9 lowest low ADJ dad-11686 238 10 error error NOUN dad-11686 238 11 : : PUNCT dad-11686 238 12 this this PRON dad-11686 238 13 represents represent VERB dad-11686 238 14 the the DET dad-11686 238 15 team team NOUN dad-11686 238 16 ’s ’s PART dad-11686 238 17 closest close ADJ dad-11686 238 18 solution solution NOUN dad-11686 238 19 to to ADP dad-11686 238 20 an an DET dad-11686 238 21 optimal optimal ADJ dad-11686 238 22 solution solution NOUN dad-11686 238 23 . . PUNCT dad-11686 239 1 learning learn VERB dad-11686 239 2 measures measure NOUN dad-11686 239 3 commonly commonly ADV dad-11686 239 4 build build VERB dad-11686 239 5 upon upon SCONJ dad-11686 239 6 the the DET dad-11686 239 7 difference difference NOUN dad-11686 239 8 between between ADP dad-11686 239 9 the the DET dad-11686 239 10 post post NOUN dad-11686 239 11 - - ADJ dad-11686 239 12 test test NOUN dad-11686 239 13 and and CCONJ dad-11686 239 14 pre pre ADJ dad-11686 239 15 - - ADJ dad-11686 239 16 test test ADJ dad-11686 239 17 results result NOUN dad-11686 239 18 , , PUNCT dad-11686 239 19 e.g. e.g. ADV dad-11686 239 20 in in ADP dad-11686 239 21 sangin sangin NOUN dad-11686 239 22 et et PROPN dad-11686 239 23 al al PROPN dad-11686 239 24 . . PUNCT dad-11686 240 1 ( ( PUNCT dad-11686 240 2 2011 2011 NUM dad-11686 240 3 ) ) PUNCT dad-11686 240 4 ; ; PUNCT dad-11686 240 5 which which PRON dad-11686 240 6 indicates indicate VERB dad-11686 240 7 how how SCONJ dad-11686 240 8 much much ADJ dad-11686 240 9 an an DET dad-11686 240 10 interlocutor interlocutor NOUN dad-11686 240 11 ’s ’s PART dad-11686 240 12 knowledge knowledge NOUN dad-11686 240 13 on on ADP dad-11686 240 14 the the DET dad-11686 240 15 subject subject NOUN dad-11686 240 16 has have AUX dad-11686 240 17 changed change VERB dad-11686 240 18 due due ADP dad-11686 240 19 to to ADP dad-11686 240 20 the the DET dad-11686 240 21 activity activity NOUN dad-11686 240 22 . . PUNCT dad-11686 241 1 we we PRON dad-11686 241 2 measure measure VERB dad-11686 241 3 the the DET dad-11686 241 4 learning learn VERB dad-11686 241 5 outcomes outcome NOUN dad-11686 241 6 on on ADP dad-11686 241 7 the the DET dad-11686 241 8 basis basis NOUN dad-11686 241 9 of of ADP dad-11686 241 10 the the DET dad-11686 241 11 relative relative ADJ dad-11686 241 12 learning learning NOUN dad-11686 241 13 gain gain NOUN dad-11686 241 14 ( ( PUNCT dad-11686 241 15 learnp learnp PROPN dad-11686 241 16 ) ) PUNCT dad-11686 241 17 of of ADP dad-11686 241 18 an an DET dad-11686 241 19 interlocutor interlocutor NOUN dad-11686 241 20 p p NOUN dad-11686 241 21 , , PUNCT dad-11686 241 22 which which PRON dad-11686 241 23 essentially essentially ADV dad-11686 241 24 is be AUX dad-11686 241 25 the the DET dad-11686 241 26 difference difference NOUN dad-11686 241 27 between between ADP dad-11686 241 28 pre pre NOUN dad-11686 241 29 - - ADJ dad-11686 241 30 test test NOUN dad-11686 241 31 and and CCONJ dad-11686 241 32 post post NOUN dad-11686 241 33 - - ADJ dad-11686 241 34 test test NOUN dad-11686 241 35 , , PUNCT dad-11686 241 36 normalised normalise VERB dad-11686 241 37 by by ADP dad-11686 241 38 the the DET dad-11686 241 39 margin margin NOUN dad-11686 241 40 of of ADP dad-11686 241 41 improvement improvement NOUN dad-11686 241 42 or or CCONJ dad-11686 241 43 decline decline NOUN dad-11686 241 44 ( ( PUNCT dad-11686 241 45 sangin sangin VERB dad-11686 241 46 et et PROPN dad-11686 241 47 al al PROPN dad-11686 241 48 . . PROPN dad-11686 241 49 , , PUNCT dad-11686 241 50 2011 2011 NUM dad-11686 241 51 ) ) PUNCT dad-11686 241 52 . . PUNCT dad-11686 242 1 it it PRON dad-11686 242 2 is be AUX dad-11686 242 3 computed compute VERB dad-11686 242 4 as as ADP dad-11686 242 5 : : PUNCT dad-11686 242 6 learnp learnp NOUN dad-11686 242 7 = = SYM dad-11686 242 8 { { PUNCT dad-11686 242 9 post−pre post−pre PROPN dad-11686 242 10 max max PROPN dad-11686 242 11 score−pre score−pre PROPN dad-11686 242 12 , , PUNCT dad-11686 242 13 post post VERB dad-11686 242 14 ≥ ≥ NOUN dad-11686 242 15 pre pre X dad-11686 243 1 post−pre post−pre PROPN dad-11686 243 2 pre pre NOUN dad-11686 243 3 , , PUNCT dad-11686 243 4 post post VERB dad-11686 243 5 < < X dad-11686 243 6 pre pre X dad-11686 243 7 . . PUNCT dad-11686 244 1 ( ( PUNCT dad-11686 244 2 1 1 X dad-11686 244 3 ) ) PUNCT dad-11686 244 4 it it PRON dad-11686 244 5 indicates indicate VERB dad-11686 244 6 how how SCONJ dad-11686 244 7 much much ADJ dad-11686 244 8 the the DET dad-11686 244 9 interlocutor interlocutor NOUN dad-11686 244 10 learnt learn VERB dad-11686 244 11 as as ADP dad-11686 244 12 a a DET dad-11686 244 13 fraction fraction NOUN dad-11686 244 14 of of ADP dad-11686 244 15 how how SCONJ dad-11686 244 16 much much ADJ dad-11686 244 17 the the DET dad-11686 244 18 interlocutor interlocutor NOUN dad-11686 244 19 could could AUX dad-11686 244 20 have have AUX dad-11686 244 21 learnt learn VERB dad-11686 244 22 . . PUNCT dad-11686 245 1 we we PRON dad-11686 245 2 use use VERB dad-11686 245 3 learn learn NOUN dad-11686 245 4 , , PUNCT dad-11686 245 5 the the DET dad-11686 245 6 average average ADJ dad-11686 245 7 relative relative ADJ dad-11686 245 8 learning learn VERB dad-11686 245 9 gain gain NOUN dad-11686 245 10 of of ADP dad-11686 245 11 both both DET dad-11686 245 12 interlocutors interlocutor NOUN dad-11686 245 13 , , PUNCT dad-11686 245 14 to to PART dad-11686 245 15 measure measure VERB dad-11686 245 16 a a DET dad-11686 245 17 team team NOUN dad-11686 245 18 ’s ’s PART dad-11686 245 19 learning learn VERB dad-11686 245 20 outcomes outcome NOUN dad-11686 245 21 . . PUNCT dad-11686 246 1 4 4 X dad-11686 246 2 . . X dad-11686 246 3 research research NOUN dad-11686 246 4 questions question NOUN dad-11686 246 5 the the DET dad-11686 246 6 present present ADJ dad-11686 246 7 work work NOUN dad-11686 246 8 focuses focus VERB dad-11686 246 9 on on ADP dad-11686 246 10 the the DET dad-11686 246 11 task task NOUN dad-11686 246 12 - - PUNCT dad-11686 246 13 specific specific ADJ dad-11686 246 14 referents referent NOUN dad-11686 246 15 that that PRON dad-11686 246 16 interlocutors interlocutor NOUN dad-11686 246 17 minimally minimally ADV dad-11686 246 18 require require VERB dad-11686 246 19 to to PART dad-11686 246 20 succeed succeed VERB dad-11686 246 21 in in ADP dad-11686 246 22 the the DET dad-11686 246 23 task task NOUN dad-11686 246 24 . . PUNCT dad-11686 247 1 therefore therefore ADV dad-11686 247 2 , , PUNCT dad-11686 247 3 we we PRON dad-11686 247 4 restrict restrict VERB dad-11686 247 5 the the DET dad-11686 247 6 possible possible ADJ dad-11686 247 7 referring referring NOUN dad-11686 247 8 expressions expression NOUN dad-11686 247 9 to to ADP dad-11686 247 10 ones one NOUN dad-11686 247 11 that that PRON dad-11686 247 12 contain contain VERB dad-11686 247 13 taskspecific taskspecific ADJ dad-11686 247 14 referents referent NOUN dad-11686 247 15 , , PUNCT dad-11686 247 16 in in ADP dad-11686 247 17 particular particular ADJ dad-11686 247 18 , , PUNCT dad-11686 247 19 to to ADP dad-11686 247 20 the the DET dad-11686 247 21 objects object NOUN dad-11686 247 22 that that SCONJ dad-11686 247 23 the the DET dad-11686 247 24 interlocutors interlocutor NOUN dad-11686 247 25 are be AUX dad-11686 247 26 explicitly explicitly ADV dad-11686 247 27 given give VERB dad-11686 247 28 on on ADP dad-11686 247 29 the the DET dad-11686 247 30 map map NOUN dad-11686 247 31 ( ( PUNCT dad-11686 247 32 see see VERB dad-11686 247 33 fig fig NOUN dad-11686 247 34 . . PUNCT dad-11686 248 1 2 2 NUM dad-11686 248 2 ) ) PUNCT dad-11686 248 3 . . PUNCT dad-11686 249 1 interlocutors interlocutor NOUN dad-11686 249 2 only only ADV dad-11686 249 3 need need VERB dad-11686 249 4 this this DET dad-11686 249 5 terminology terminology NOUN dad-11686 249 6 with with ADP dad-11686 249 7 certain certain ADJ dad-11686 249 8 function function NOUN dad-11686 249 9 words word NOUN dad-11686 249 10 to to PART dad-11686 249 11 progress progress VERB dad-11686 249 12 in in ADP dad-11686 249 13 the the DET dad-11686 249 14 task task NOUN dad-11686 249 15 ( ( PUNCT dad-11686 249 16 e.g. e.g. ADV dad-11686 249 17 “ " PUNCT dad-11686 249 18 montreux montreux PROPN dad-11686 249 19 to to ADP dad-11686 249 20 basel basel PROPN dad-11686 249 21 ” " PUNCT dad-11686 249 22 ) ) PUNCT dad-11686 249 23 . . PUNCT dad-11686 250 1 we we PRON dad-11686 250 2 believe believe VERB dad-11686 250 3 that that SCONJ dad-11686 250 4 this this DET dad-11686 250 5 design design NOUN dad-11686 250 6 choice choice NOUN dad-11686 250 7 is be AUX dad-11686 250 8 particularly particularly ADV dad-11686 250 9 suited suit VERB dad-11686 250 10 to to PART dad-11686 250 11 study study VERB dad-11686 250 12 alignment alignment NOUN dad-11686 250 13 in in ADP dad-11686 250 14 this this DET dad-11686 250 15 type type NOUN dad-11686 250 16 of of ADP dad-11686 250 17 activity activity NOUN dad-11686 250 18 , , PUNCT dad-11686 250 19 as as SCONJ dad-11686 250 20 the the DET dad-11686 250 21 frequent frequent ADJ dad-11686 250 22 swapping swapping NOUN dad-11686 250 23 of of ADP dad-11686 250 24 views view NOUN dad-11686 250 25 encourages encourage VERB dad-11686 250 26 the the DET dad-11686 250 27 interlocutors interlocutor NOUN dad-11686 250 28 to to PART dad-11686 250 29 communicate communicate VERB dad-11686 250 30 with with ADP dad-11686 250 31 the the DET dad-11686 250 32 other other ADJ dad-11686 250 33 their their PRON dad-11686 250 34 intents intent NOUN dad-11686 250 35 using use VERB dad-11686 250 36 these these DET dad-11686 250 37 referents referent NOUN dad-11686 250 38 . . PUNCT dad-11686 251 1 this this PRON dad-11686 251 2 allows allow VERB dad-11686 251 3 us we PRON dad-11686 251 4 to to PART dad-11686 251 5 focus focus VERB dad-11686 251 6 on on ADP dad-11686 251 7 verbal verbal ADJ dad-11686 251 8 contributions contribution NOUN dad-11686 251 9 that that PRON dad-11686 251 10 are be AUX dad-11686 251 11 explicitly explicitly ADV dad-11686 251 12 linked link VERB dad-11686 251 13 to to ADP dad-11686 251 14 the the DET dad-11686 251 15 ‘ ' PUNCT dad-11686 251 16 situatedness situatedness NOUN dad-11686 251 17 ’ ' PUNCT dad-11686 251 18 of of ADP dad-11686 251 19 the the DET dad-11686 251 20 task task NOUN dad-11686 251 21 and and CCONJ dad-11686 251 22 its its PRON dad-11686 251 23 association association NOUN dad-11686 251 24 to to ADP dad-11686 251 25 a a DET dad-11686 251 26 final final ADJ dad-11686 251 27 measure measure NOUN dad-11686 251 28 of of ADP dad-11686 251 29 task task NOUN dad-11686 251 30 success success NOUN dad-11686 251 31 . . PUNCT dad-11686 252 1 while while SCONJ dad-11686 252 2 there there PRON dad-11686 252 3 are be VERB dad-11686 252 4 certainly certainly ADV dad-11686 252 5 other other ADJ dad-11686 252 6 referring refer VERB dad-11686 252 7 expressions expression NOUN dad-11686 252 8 to to PART dad-11686 252 9 consider consider VERB dad-11686 252 10 ( ( PUNCT dad-11686 252 11 e.g. e.g. ADV dad-11686 252 12 “ " PUNCT dad-11686 252 13 that that DET dad-11686 252 14 mountain mountain NOUN dad-11686 252 15 there there ADV dad-11686 252 16 ” " PUNCT dad-11686 252 17 ) ) PUNCT dad-11686 252 18 not not PART dad-11686 252 19 containing contain VERB dad-11686 252 20 task task NOUN dad-11686 252 21 - - PUNCT dad-11686 252 22 specific specific ADJ dad-11686 252 23 referents referent NOUN dad-11686 252 24 , , PUNCT dad-11686 252 25 it it PRON dad-11686 252 26 would would AUX dad-11686 252 27 require require VERB dad-11686 252 28 some some DET dad-11686 252 29 degree degree NOUN dad-11686 252 30 of of ADP dad-11686 252 31 manual manual ADJ dad-11686 252 32 annotation annotation NOUN dad-11686 252 33 . . PUNCT dad-11686 253 1 we we PRON dad-11686 253 2 thus thus ADV dad-11686 253 3 focus focus VERB dad-11686 253 4 on on ADP dad-11686 253 5 task task NOUN dad-11686 253 6 / / SYM dad-11686 253 7 domain domain NOUN dad-11686 253 8 specific specific ADJ dad-11686 253 9 referents referent NOUN dad-11686 253 10 that that PRON dad-11686 253 11 can can AUX dad-11686 253 12 be be AUX dad-11686 253 13 automatically automatically ADV dad-11686 253 14 extracted extract VERB dad-11686 253 15 . . PUNCT dad-11686 254 1 with with ADP dad-11686 254 2 this this PRON dad-11686 254 3 in in ADP dad-11686 254 4 mind mind NOUN dad-11686 254 5 , , PUNCT dad-11686 254 6 rq1 rq1 VERB dad-11686 254 7 considers consider VERB dad-11686 254 8 lexical lexical ADJ dad-11686 254 9 alignment alignment NOUN dad-11686 254 10 , , PUNCT dad-11686 254 11 i.e. i.e. X dad-11686 254 12 the the DET dad-11686 254 13 use use NOUN dad-11686 254 14 of of ADP dad-11686 254 15 task task NOUN dad-11686 254 16 - - PUNCT dad-11686 254 17 specific specific ADJ dad-11686 254 18 referents referent NOUN dad-11686 254 19 , , PUNCT dad-11686 254 20 while while SCONJ dad-11686 254 21 rq2 rq2 NOUN dad-11686 254 22 considers consider VERB dad-11686 254 23 behavioural behavioural ADJ dad-11686 254 24 alignment alignment NOUN dad-11686 254 25 , , PUNCT dad-11686 254 26 i.e. i.e. X dad-11686 254 27 the the DET dad-11686 254 28 follow follow VERB dad-11686 254 29 - - PUNCT dad-11686 254 30 up up ADP dad-11686 254 31 actions action NOUN dad-11686 254 32 taken take VERB dad-11686 254 33 after after SCONJ dad-11686 254 34 these these DET dad-11686 254 35 task task NOUN dad-11686 254 36 - - PUNCT dad-11686 254 37 specific specific ADJ dad-11686 254 38 referents referent NOUN dad-11686 254 39 were be AUX dad-11686 254 40 uttered utter VERB dad-11686 254 41 . . PUNCT dad-11686 255 1 thus thus ADV dad-11686 255 2 rq1 rq1 VERB dad-11686 255 3 focuses focus VERB dad-11686 255 4 on on ADP dad-11686 255 5 “ " PUNCT dad-11686 255 6 what what PRON dad-11686 255 7 did do AUX dad-11686 255 8 the the DET dad-11686 255 9 interlocutors interlocutor NOUN dad-11686 255 10 say say VERB dad-11686 255 11 ” " PUNCT dad-11686 255 12 , , PUNCT dad-11686 255 13 while while SCONJ dad-11686 255 14 rq2 rq2 NOUN dad-11686 255 15 builds build VERB dad-11686 255 16 on on ADP dad-11686 255 17 this this PRON dad-11686 255 18 with with ADP dad-11686 255 19 actions action NOUN dad-11686 255 20 , , PUNCT dad-11686 255 21 i.e. i.e. X dad-11686 255 22 “ " PUNCT dad-11686 255 23 what what PRON dad-11686 255 24 did do AUX dad-11686 255 25 the the DET dad-11686 255 26 interlocutors interlocutor NOUN dad-11686 255 27 do do VERB dad-11686 255 28 ( ( PUNCT dad-11686 255 29 afterwards afterwards ADV dad-11686 255 30 ) ) PUNCT dad-11686 255 31 ” " PUNCT dad-11686 255 32 . . PUNCT dad-11686 256 1 we we PRON dad-11686 256 2 investigate investigate VERB dad-11686 256 3 how how SCONJ dad-11686 256 4 these these DET dad-11686 256 5 local local ADJ dad-11686 256 6 alignment alignment NOUN dad-11686 256 7 contexts contexts NOUN dad-11686 256 8 could could AUX dad-11686 256 9 build build VERB dad-11686 256 10 to to ADP dad-11686 256 11 a a DET dad-11686 256 12 function function NOUN dad-11686 256 13 of of ADP dad-11686 256 14 dialogue dialogue NOUN dad-11686 256 15 level level NOUN dad-11686 256 16 task task NOUN dad-11686 256 17 success success NOUN dad-11686 256 18 . . PUNCT dad-11686 257 1 please please INTJ dad-11686 257 2 refer refer VERB dad-11686 257 3 to to ADP dad-11686 257 4 fig fig NOUN dad-11686 257 5 . . PUNCT dad-11686 258 1 4 4 NUM dad-11686 258 2 for for ADP dad-11686 258 3 an an DET dad-11686 258 4 overview overview NOUN dad-11686 258 5 of of ADP dad-11686 258 6 the the DET dad-11686 258 7 rqs rqs PROPN dad-11686 258 8 . . PUNCT dad-11686 259 1 rq1 rq1 PROPN dad-11686 259 2 lexical lexical ADJ dad-11686 259 3 alignment alignment NOUN dad-11686 259 4 : : PUNCT dad-11686 259 5 how how SCONJ dad-11686 259 6 do do AUX dad-11686 259 7 the the DET dad-11686 259 8 interlocutors interlocutor NOUN dad-11686 259 9 use use VERB dad-11686 259 10 expressions expression NOUN dad-11686 259 11 related relate VERB dad-11686 259 12 to to ADP dad-11686 259 13 the the DET dad-11686 259 14 task task NOUN dad-11686 259 15 ? ? PUNCT dad-11686 260 1 is be AUX dad-11686 260 2 this this PRON dad-11686 260 3 associated associate VERB dad-11686 260 4 with with ADP dad-11686 260 5 task task NOUN dad-11686 260 6 success success NOUN dad-11686 260 7 ? ? PUNCT dad-11686 261 1 in in ADP dad-11686 261 2 rq1 rq1 NOUN dad-11686 261 3 , , PUNCT dad-11686 261 4 we we PRON dad-11686 261 5 specifically specifically ADV dad-11686 261 6 consider consider VERB dad-11686 261 7 the the DET dad-11686 261 8 link link NOUN dad-11686 261 9 between between ADP dad-11686 261 10 expressions expression NOUN dad-11686 261 11 related relate VERB dad-11686 261 12 to to ADP dad-11686 261 13 the the DET dad-11686 261 14 task task NOUN dad-11686 261 15 and and CCONJ dad-11686 261 16 task task NOUN dad-11686 261 17 success success NOUN dad-11686 261 18 through through ADP dad-11686 261 19 the the DET dad-11686 261 20 routines routine NOUN dad-11686 261 21 ’ ' PUNCT dad-11686 261 22 i i NOUN dad-11686 261 23 ) ) PUNCT dad-11686 261 24 temporality temporality NOUN dad-11686 261 25 , , PUNCT dad-11686 261 26 and and CCONJ dad-11686 261 27 ii ii NOUN dad-11686 261 28 ) ) PUNCT dad-11686 261 29 surrounding surround VERB dad-11686 261 30 hesitation hesitation NOUN dad-11686 261 31 phenomena phenomenon NOUN dad-11686 261 32 . . PUNCT dad-11686 262 1 we we PRON dad-11686 262 2 expand expand VERB dad-11686 262 3 on on ADP dad-11686 262 4 these these PRON dad-11686 262 5 in in ADP dad-11686 262 6 sec sec PROPN dad-11686 262 7 . . PROPN dad-11686 262 8 5 5 NUM dad-11686 262 9 . . PUNCT dad-11686 262 10 specifically specifically ADV dad-11686 262 11 , , PUNCT dad-11686 262 12 we we PRON dad-11686 262 13 hypothesise hypothesise VERB dad-11686 262 14 : : PUNCT dad-11686 262 15 • • NUM dad-11686 262 16 h1.1 h1.1 NOUN dad-11686 262 17 : : PUNCT dad-11686 262 18 task task NOUN dad-11686 262 19 - - PUNCT dad-11686 262 20 specific specific ADJ dad-11686 262 21 referents referent NOUN dad-11686 262 22 become become VERB dad-11686 262 23 routine routine ADJ dad-11686 262 24 early early ADV dad-11686 262 25 for for ADP dad-11686 262 26 more more ADV dad-11686 262 27 successful successful ADJ dad-11686 262 28 teams team NOUN dad-11686 262 29 . . PUNCT dad-11686 263 1 we we PRON dad-11686 263 2 expect expect VERB dad-11686 263 3 more more ADJ dad-11686 263 4 successful successful ADJ dad-11686 263 5 teams team NOUN dad-11686 263 6 to to PART dad-11686 263 7 establish establish VERB dad-11686 263 8 routine routine ADJ dad-11686 263 9 expressions expression NOUN dad-11686 263 10 earlier early ADV dad-11686 263 11 in in ADP dad-11686 263 12 the the DET dad-11686 263 13 dialogue dialogue NOUN dad-11686 263 14 . . PUNCT dad-11686 264 1 ideally ideally ADV dad-11686 264 2 by by ADP dad-11686 264 3 quicker quick ADJ dad-11686 264 4 establishment establishment NOUN dad-11686 264 5 of of ADP dad-11686 264 6 routine routine ADJ dad-11686 264 7 expressions expression NOUN dad-11686 264 8 , , PUNCT dad-11686 264 9 teams team NOUN dad-11686 264 10 will will AUX dad-11686 264 11 understand understand VERB dad-11686 264 12 each each DET dad-11686 264 13 other other ADJ dad-11686 264 14 faster fast ADV dad-11686 264 15 and and CCONJ dad-11686 264 16 thus thus ADV dad-11686 264 17 have have VERB dad-11686 264 18 greater great ADJ dad-11686 264 19 task task NOUN dad-11686 264 20 success success NOUN dad-11686 264 21 . . PUNCT dad-11686 265 1 12 12 NUM dad-11686 265 2 studying study VERB dad-11686 265 3 alignment alignment NOUN dad-11686 265 4 in in ADP dad-11686 265 5 a a DET dad-11686 265 6 collaborative collaborative ADJ dad-11686 265 7 learning learning NOUN dad-11686 265 8 activity activity NOUN dad-11686 265 9 via via ADP dad-11686 265 10 automatic automatic ADJ dad-11686 265 11 methods method NOUN dad-11686 265 12 • • ADP dad-11686 265 13 h1.2 h1.2 PROPN dad-11686 265 14 : : PUNCT dad-11686 265 15 hesitation hesitation NOUN dad-11686 265 16 phenomena phenomenon NOUN dad-11686 265 17 are be AUX dad-11686 265 18 more more ADV dad-11686 265 19 likely likely ADJ dad-11686 265 20 to to PART dad-11686 265 21 occur occur VERB dad-11686 265 22 in in ADP dad-11686 265 23 the the DET dad-11686 265 24 vicinity vicinity NOUN dad-11686 265 25 of of ADP dad-11686 265 26 priming priming NOUN dad-11686 265 27 and and CCONJ dad-11686 265 28 establishment establishment NOUN dad-11686 265 29 of of ADP dad-11686 265 30 task task NOUN dad-11686 265 31 - - PUNCT dad-11686 265 32 specific specific ADJ dad-11686 265 33 referents referent NOUN dad-11686 265 34 for for ADP dad-11686 265 35 more more ADV dad-11686 265 36 successful successful ADJ dad-11686 265 37 teams team NOUN dad-11686 265 38 . . PUNCT dad-11686 266 1 we we PRON dad-11686 266 2 expect expect VERB dad-11686 266 3 that that SCONJ dad-11686 266 4 new new ADJ dad-11686 266 5 contributions contribution NOUN dad-11686 266 6 to to ADP dad-11686 266 7 the the DET dad-11686 266 8 dialogue dialogue NOUN dad-11686 266 9 , , PUNCT dad-11686 266 10 via via ADP dad-11686 266 11 priming prime VERB dad-11686 266 12 ( ( PUNCT dad-11686 266 13 the the DET dad-11686 266 14 speaker speaker NOUN dad-11686 266 15 first first ADV dad-11686 266 16 introduces introduce VERB dad-11686 266 17 the the DET dad-11686 266 18 referent referent NOUN dad-11686 266 19 ) ) PUNCT dad-11686 266 20 and and CCONJ dad-11686 266 21 establishment establishment NOUN dad-11686 266 22 ( ( PUNCT dad-11686 266 23 the the DET dad-11686 266 24 listener listener NOUN dad-11686 266 25 utilises utilise NOUN dad-11686 266 26 this this DET dad-11686 266 27 referent referent NOUN dad-11686 266 28 for for ADP dad-11686 266 29 the the DET dad-11686 266 30 first first ADJ dad-11686 266 31 time time NOUN dad-11686 266 32 ) ) PUNCT dad-11686 266 33 of of ADP dad-11686 266 34 routine routine ADJ dad-11686 266 35 expressions expression NOUN dad-11686 266 36 are be AUX dad-11686 266 37 associated associate VERB dad-11686 266 38 with with ADP dad-11686 266 39 hesitation hesitation NOUN dad-11686 266 40 phenomena phenomenon NOUN dad-11686 266 41 . . PUNCT dad-11686 267 1 a a DET dad-11686 267 2 prolonged prolonged ADJ dad-11686 267 3 occurrence occurrence NOUN dad-11686 267 4 of of ADP dad-11686 267 5 hesitation hesitation NOUN dad-11686 267 6 phenomena phenomenon NOUN dad-11686 267 7 not not PART dad-11686 267 8 associated associate VERB dad-11686 267 9 with with ADP dad-11686 267 10 the the DET dad-11686 267 11 priming priming NOUN dad-11686 267 12 or or CCONJ dad-11686 267 13 establishment establishment NOUN dad-11686 267 14 of of ADP dad-11686 267 15 routine routine ADJ dad-11686 267 16 expressions expression NOUN dad-11686 267 17 could could AUX dad-11686 267 18 highlight highlight VERB dad-11686 267 19 greater great ADJ dad-11686 267 20 lack lack NOUN dad-11686 267 21 of of ADP dad-11686 267 22 understanding understanding NOUN dad-11686 267 23 of of ADP dad-11686 267 24 the the DET dad-11686 267 25 task task NOUN dad-11686 267 26 , , PUNCT dad-11686 267 27 and and CCONJ dad-11686 267 28 hence hence ADV dad-11686 267 29 be be AUX dad-11686 267 30 related relate VERB dad-11686 267 31 to to ADP dad-11686 267 32 lower low ADJ dad-11686 267 33 task task NOUN dad-11686 267 34 success success NOUN dad-11686 267 35 . . PUNCT dad-11686 268 1 rq2 rq2 NOUN dad-11686 268 2 behavioural behavioural ADJ dad-11686 268 3 alignment alignment NOUN dad-11686 268 4 : : PUNCT dad-11686 268 5 how how SCONJ dad-11686 268 6 do do AUX dad-11686 268 7 the the DET dad-11686 268 8 interlocutors interlocutor NOUN dad-11686 268 9 follow follow VERB dad-11686 268 10 up up ADP dad-11686 268 11 these these DET dad-11686 268 12 expressions expression NOUN dad-11686 268 13 with with ADP dad-11686 268 14 actions action NOUN dad-11686 268 15 ? ? PUNCT dad-11686 269 1 is be AUX dad-11686 269 2 this this PRON dad-11686 269 3 associated associate VERB dad-11686 269 4 with with ADP dad-11686 269 5 task task NOUN dad-11686 269 6 success success NOUN dad-11686 269 7 ? ? PUNCT dad-11686 270 1 rq2 rq2 NOUN dad-11686 270 2 investigates investigate VERB dad-11686 270 3 how how SCONJ dad-11686 270 4 the the DET dad-11686 270 5 use use NOUN dad-11686 270 6 of of ADP dad-11686 270 7 these these DET dad-11686 270 8 expressions expression NOUN dad-11686 270 9 manifests manifest NOUN dad-11686 270 10 in in ADP dad-11686 270 11 the the DET dad-11686 270 12 interlocutors interlocutor NOUN dad-11686 270 13 ’ ’ PART dad-11686 270 14 actions action NOUN dad-11686 270 15 within within ADP dad-11686 270 16 the the DET dad-11686 270 17 task task NOUN dad-11686 270 18 , , PUNCT dad-11686 270 19 and and CCONJ dad-11686 270 20 whether whether SCONJ dad-11686 270 21 this this PRON dad-11686 270 22 is be AUX dad-11686 270 23 associated associate VERB dad-11686 270 24 with with ADP dad-11686 270 25 their their PRON dad-11686 270 26 task task NOUN dad-11686 270 27 success success NOUN dad-11686 270 28 . . PUNCT dad-11686 271 1 for for ADP dad-11686 271 2 this this DET dad-11686 271 3 purpose purpose NOUN dad-11686 271 4 , , PUNCT dad-11686 271 5 we we PRON dad-11686 271 6 consider consider VERB dad-11686 271 7 the the DET dad-11686 271 8 instructions instruction NOUN dad-11686 271 9 of of ADP dad-11686 271 10 an an DET dad-11686 271 11 interlocutor interlocutor NOUN dad-11686 271 12 , , PUNCT dad-11686 271 13 as as ADP dad-11686 271 14 the the DET dad-11686 271 15 verbalised verbalise VERB dad-11686 271 16 instructions instruction NOUN dad-11686 271 17 one one NUM dad-11686 271 18 interlocutor interlocutor NOUN dad-11686 271 19 gives give VERB dad-11686 271 20 to to ADP dad-11686 271 21 the the DET dad-11686 271 22 other other ADJ dad-11686 271 23 , , PUNCT dad-11686 271 24 which which PRON dad-11686 271 25 we we PRON dad-11686 271 26 extract extract VERB dad-11686 271 27 through through ADP dad-11686 271 28 their their PRON dad-11686 271 29 use use NOUN dad-11686 271 30 of of ADP dad-11686 271 31 task task NOUN dad-11686 271 32 - - PUNCT dad-11686 271 33 specific specific ADJ dad-11686 271 34 referents referent NOUN dad-11686 271 35 . . PUNCT dad-11686 272 1 a a DET dad-11686 272 2 physical physical ADJ dad-11686 272 3 manifestation manifestation NOUN dad-11686 272 4 of of ADP dad-11686 272 5 this this DET dad-11686 272 6 instruction instruction NOUN dad-11686 272 7 could could AUX dad-11686 272 8 result result VERB dad-11686 272 9 in in ADP dad-11686 272 10 a a DET dad-11686 272 11 corresponding corresponding ADJ dad-11686 272 12 edit edit NOUN dad-11686 272 13 action action NOUN dad-11686 272 14 , , PUNCT dad-11686 272 15 or or CCONJ dad-11686 272 16 a a DET dad-11686 272 17 different different ADJ dad-11686 272 18 edit edit NOUN dad-11686 272 19 action action NOUN dad-11686 272 20 . . PUNCT dad-11686 273 1 we we PRON dad-11686 273 2 investigate investigate VERB dad-11686 273 3 the the DET dad-11686 273 4 follow follow VERB dad-11686 273 5 - - PUNCT dad-11686 273 6 up up ADP dad-11686 273 7 actions action NOUN dad-11686 273 8 of of ADP dad-11686 273 9 the the DET dad-11686 273 10 task task NOUN dad-11686 273 11 - - PUNCT dad-11686 273 12 specific specific ADJ dad-11686 273 13 referents referent NOUN dad-11686 273 14 which which PRON dad-11686 273 15 its its PRON dad-11686 273 16 effect effect NOUN dad-11686 273 17 on on ADP dad-11686 273 18 task task NOUN dad-11686 273 19 success success NOUN dad-11686 273 20 , , PUNCT dad-11686 273 21 through through ADP dad-11686 273 22 the the DET dad-11686 273 23 follow follow VERB dad-11686 273 24 - - PUNCT dad-11686 273 25 up up ADP dad-11686 273 26 actions action NOUN dad-11686 273 27 ’ ' PUNCT dad-11686 273 28 i i NOUN dad-11686 273 29 ) ) PUNCT dad-11686 273 30 temporality temporality NOUN dad-11686 273 31 , , PUNCT dad-11686 273 32 and and CCONJ dad-11686 273 33 the the DET dad-11686 273 34 ii ii NOUN dad-11686 273 35 ) ) PUNCT dad-11686 273 36 surrounding surround VERB dad-11686 273 37 information information NOUN dad-11686 273 38 management management NOUN dad-11686 273 39 phenomena phenomenon NOUN dad-11686 273 40 . . PUNCT dad-11686 274 1 we we PRON dad-11686 274 2 expand expand VERB dad-11686 274 3 on on ADP dad-11686 274 4 these these PRON dad-11686 274 5 in in ADP dad-11686 274 6 sec sec PROPN dad-11686 274 7 . . PROPN dad-11686 275 1 6 6 NUM dad-11686 275 2 . . X dad-11686 276 1 we we PRON dad-11686 276 2 hypothesise hypothesise VERB dad-11686 276 3 : : PUNCT dad-11686 276 4 • • NOUN dad-11686 276 5 h2.1 h2.1 NUM dad-11686 276 6 : : PUNCT dad-11686 276 7 instructions instruction NOUN dad-11686 276 8 are be AUX dad-11686 276 9 more more ADV dad-11686 276 10 likely likely ADJ dad-11686 276 11 to to PART dad-11686 276 12 be be AUX dad-11686 276 13 followed follow VERB dad-11686 276 14 by by ADP dad-11686 276 15 a a DET dad-11686 276 16 corresponding corresponding ADJ dad-11686 276 17 action action NOUN dad-11686 276 18 early early ADV dad-11686 276 19 in in ADP dad-11686 276 20 the the DET dad-11686 276 21 dialogue dialogue NOUN dad-11686 276 22 for for ADP dad-11686 276 23 more more ADV dad-11686 276 24 successful successful ADJ dad-11686 276 25 teams team NOUN dad-11686 276 26 . . PUNCT dad-11686 277 1 we we PRON dad-11686 277 2 expect expect VERB dad-11686 277 3 that that SCONJ dad-11686 277 4 the the DET dad-11686 277 5 earlier early ADJ dad-11686 277 6 interlocutors interlocutor NOUN dad-11686 277 7 align align VERB dad-11686 277 8 with with ADP dad-11686 277 9 each each DET dad-11686 277 10 other other ADJ dad-11686 277 11 in in ADP dad-11686 277 12 terms term NOUN dad-11686 277 13 of of ADP dad-11686 277 14 instructions instruction NOUN dad-11686 277 15 and and CCONJ dad-11686 277 16 follow follow VERB dad-11686 277 17 - - PUNCT dad-11686 277 18 up up ADP dad-11686 277 19 actions action NOUN dad-11686 277 20 , , PUNCT dad-11686 277 21 the the PRON dad-11686 277 22 better well ADJ dad-11686 277 23 they they PRON dad-11686 277 24 progress progress VERB dad-11686 277 25 in in ADP dad-11686 277 26 the the DET dad-11686 277 27 task task NOUN dad-11686 277 28 , , PUNCT dad-11686 277 29 and and CCONJ dad-11686 277 30 the the PRON dad-11686 277 31 greater great ADJ dad-11686 277 32 the the DET dad-11686 277 33 chance chance NOUN dad-11686 277 34 of of ADP dad-11686 277 35 success success NOUN dad-11686 277 36 in in ADP dad-11686 277 37 the the DET dad-11686 277 38 task task NOUN dad-11686 277 39 . . PUNCT dad-11686 278 1 this this DET dad-11686 278 2 idea idea NOUN dad-11686 278 3 of of ADP dad-11686 278 4 verbalised verbalise VERB dad-11686 278 5 instructions instruction NOUN dad-11686 278 6 being be AUX dad-11686 278 7 followed follow VERB dad-11686 278 8 up up ADP dad-11686 278 9 by by ADP dad-11686 278 10 corresponding correspond VERB dad-11686 278 11 actions action NOUN dad-11686 278 12 is be AUX dad-11686 278 13 in in ADP dad-11686 278 14 line line NOUN dad-11686 278 15 with with ADP dad-11686 278 16 previous previous ADJ dad-11686 278 17 research research NOUN dad-11686 278 18 on on ADP dad-11686 278 19 alignment alignment NOUN dad-11686 278 20 ( ( PUNCT dad-11686 278 21 i.e. i.e. X dad-11686 278 22 interlocutors interlocutor NOUN dad-11686 278 23 being be AUX dad-11686 278 24 in in ADP dad-11686 278 25 alignment alignment NOUN dad-11686 278 26 in in ADP dad-11686 278 27 a a DET dad-11686 278 28 successful successful ADJ dad-11686 278 29 dialogue dialogue NOUN dad-11686 278 30 ) ) PUNCT dad-11686 278 31 . . PUNCT dad-11686 279 1 however however ADV dad-11686 279 2 , , PUNCT dad-11686 279 3 work work NOUN dad-11686 279 4 on on ADP dad-11686 279 5 collaborative collaborative ADJ dad-11686 279 6 learning learning NOUN dad-11686 279 7 suggests suggest VERB dad-11686 279 8 that that SCONJ dad-11686 279 9 individual individual ADJ dad-11686 279 10 cognitive cognitive ADJ dad-11686 279 11 development development NOUN dad-11686 279 12 ( ( PUNCT dad-11686 279 13 in in ADP dad-11686 279 14 our our PRON dad-11686 279 15 case case NOUN dad-11686 279 16 , , PUNCT dad-11686 279 17 positive positive ADJ dad-11686 279 18 learning learning NOUN dad-11686 279 19 outcomes outcome NOUN dad-11686 279 20 ) ) PUNCT dad-11686 279 21 happens happen VERB dad-11686 279 22 via via ADP dad-11686 279 23 socio socio NOUN dad-11686 279 24 - - PUNCT dad-11686 279 25 cognitive cognitive ADJ dad-11686 279 26 conflict conflict NOUN dad-11686 279 27 ( ( PUNCT dad-11686 279 28 mugny mugny NOUN dad-11686 279 29 and and CCONJ dad-11686 279 30 doise doise NOUN dad-11686 279 31 , , PUNCT dad-11686 279 32 1978 1978 NUM dad-11686 279 33 ; ; PUNCT dad-11686 279 34 doise doise VERB dad-11686 279 35 and and CCONJ dad-11686 279 36 mugny mugny NOUN dad-11686 279 37 , , PUNCT dad-11686 279 38 1984 1984 NUM dad-11686 279 39 ) ) PUNCT dad-11686 279 40 , , PUNCT dad-11686 279 41 and and CCONJ dad-11686 279 42 its its PRON dad-11686 279 43 regulation regulation NOUN dad-11686 279 44 ( ( PUNCT dad-11686 279 45 butera butera NOUN dad-11686 279 46 et et PROPN dad-11686 279 47 al al PROPN dad-11686 279 48 . . PROPN dad-11686 279 49 , , PUNCT dad-11686 279 50 2019 2019 NUM dad-11686 279 51 ) ) PUNCT dad-11686 279 52 . . PUNCT dad-11686 280 1 in in ADP dad-11686 280 2 our our PRON dad-11686 280 3 task task NOUN dad-11686 280 4 , , PUNCT dad-11686 280 5 this this PRON dad-11686 280 6 means mean VERB dad-11686 280 7 a a DET dad-11686 280 8 verbalised verbalise VERB dad-11686 280 9 instruction instruction NOUN dad-11686 280 10 could could AUX dad-11686 280 11 be be AUX dad-11686 280 12 followed follow VERB dad-11686 280 13 by by ADP dad-11686 280 14 a a DET dad-11686 280 15 corresponding corresponding NOUN dad-11686 280 16 or or CCONJ dad-11686 280 17 a a DET dad-11686 280 18 different different ADJ dad-11686 280 19 action action NOUN dad-11686 280 20 ; ; PUNCT dad-11686 280 21 as as SCONJ dad-11686 280 22 a a DET dad-11686 280 23 different different ADJ dad-11686 280 24 action action NOUN dad-11686 280 25 could could AUX dad-11686 280 26 result result VERB dad-11686 280 27 in in ADP dad-11686 280 28 collaboratively collaboratively ADV dad-11686 280 29 resolving resolve VERB dad-11686 280 30 conflicts conflict NOUN dad-11686 280 31 and and CCONJ dad-11686 280 32 together together ADV dad-11686 280 33 building build VERB dad-11686 280 34 a a DET dad-11686 280 35 solution solution NOUN dad-11686 280 36 – – PUNCT dad-11686 280 37 resulting result VERB dad-11686 280 38 in in ADP dad-11686 280 39 task task NOUN dad-11686 280 40 success success NOUN dad-11686 280 41 . . PUNCT dad-11686 281 1 • • NUM dad-11686 281 2 h2.2 h2.2 NOUN dad-11686 281 3 : : PUNCT dad-11686 281 4 when when SCONJ dad-11686 281 5 instructions instruction NOUN dad-11686 281 6 are be AUX dad-11686 281 7 followed follow VERB dad-11686 281 8 by by ADP dad-11686 281 9 a a DET dad-11686 281 10 corresponding corresponding NOUN dad-11686 281 11 or or CCONJ dad-11686 281 12 a a DET dad-11686 281 13 different different ADJ dad-11686 281 14 action action NOUN dad-11686 281 15 , , PUNCT dad-11686 281 16 the the DET dad-11686 281 17 action action NOUN dad-11686 281 18 is be AUX dad-11686 281 19 more more ADV dad-11686 281 20 likely likely ADJ dad-11686 281 21 to to PART dad-11686 281 22 be be AUX dad-11686 281 23 in in ADP dad-11686 281 24 the the DET dad-11686 281 25 vicinity vicinity NOUN dad-11686 281 26 of of ADP dad-11686 281 27 information information NOUN dad-11686 281 28 management management NOUN dad-11686 281 29 phenomena phenomenon NOUN dad-11686 281 30 for for ADP dad-11686 281 31 more more ADV dad-11686 281 32 successful successful ADJ dad-11686 281 33 teams team NOUN dad-11686 281 34 . . PUNCT dad-11686 282 1 since since SCONJ dad-11686 282 2 the the DET dad-11686 282 3 task task NOUN dad-11686 282 4 involves involve VERB dad-11686 282 5 the the DET dad-11686 282 6 creation creation NOUN dad-11686 282 7 of of ADP dad-11686 282 8 a a DET dad-11686 282 9 joint joint ADJ dad-11686 282 10 focus focus NOUN dad-11686 282 11 of of ADP dad-11686 282 12 attention attention NOUN dad-11686 282 13 between between ADP dad-11686 282 14 the the DET dad-11686 282 15 interlocutors interlocutor NOUN dad-11686 282 16 , , PUNCT dad-11686 282 17 we we PRON dad-11686 282 18 expect expect VERB dad-11686 282 19 there there PRON dad-11686 282 20 to to PART dad-11686 282 21 be be AUX dad-11686 282 22 verbalised verbalise VERB dad-11686 282 23 information information NOUN dad-11686 282 24 management management NOUN dad-11686 282 25 markers marker NOUN dad-11686 282 26 present present ADJ dad-11686 282 27 ( ( PUNCT dad-11686 282 28 such such ADJ dad-11686 282 29 as as ADP dad-11686 282 30 “ " PUNCT dad-11686 282 31 oh oh INTJ dad-11686 282 32 ” " PUNCT dad-11686 282 33 ) ) PUNCT dad-11686 282 34 . . PUNCT dad-11686 283 1 ultimately ultimately ADV dad-11686 283 2 , , PUNCT dad-11686 283 3 an an DET dad-11686 283 4 increase increase NOUN dad-11686 283 5 in in ADP dad-11686 283 6 these these DET dad-11686 283 7 information information NOUN dad-11686 283 8 management management NOUN dad-11686 283 9 markers marker NOUN dad-11686 283 10 associated associate VERB dad-11686 283 11 with with ADP dad-11686 283 12 the the DET dad-11686 283 13 task task NOUN dad-11686 283 14 should should AUX dad-11686 283 15 lead lead VERB dad-11686 283 16 to to ADP dad-11686 283 17 an an DET dad-11686 283 18 increase increase NOUN dad-11686 283 19 in in ADP dad-11686 283 20 task task NOUN dad-11686 283 21 success success NOUN dad-11686 283 22 . . PUNCT dad-11686 284 1 5 5 X dad-11686 284 2 . . X dad-11686 284 3 studying study VERB dad-11686 284 4 lexical lexical ADJ dad-11686 284 5 alignment alignment NOUN dad-11686 284 6 ( ( PUNCT dad-11686 284 7 rq1 rq1 NOUN dad-11686 284 8 ) ) PUNCT dad-11686 284 9 – – PUNCT dad-11686 284 10 how how SCONJ dad-11686 284 11 expressions expression NOUN dad-11686 284 12 related relate VERB dad-11686 284 13 to to ADP dad-11686 284 14 the the DET dad-11686 284 15 task task NOUN dad-11686 284 16 contribute contribute VERB dad-11686 284 17 to to ADP dad-11686 284 18 lexical lexical ADJ dad-11686 284 19 alignment alignment NOUN dad-11686 284 20 a a DET dad-11686 284 21 routine routine NOUN dad-11686 284 22 is be AUX dad-11686 284 23 formed form VERB dad-11686 284 24 when when SCONJ dad-11686 284 25 a a DET dad-11686 284 26 referring refer VERB dad-11686 284 27 expression expression NOUN dad-11686 284 28 is be AUX dad-11686 284 29 commonly commonly ADV dad-11686 284 30 used use VERB dad-11686 284 31 by by ADP dad-11686 284 32 both both DET dad-11686 284 33 interlocutors interlocutor NOUN dad-11686 284 34 . . PUNCT dad-11686 285 1 for for ADP dad-11686 285 2 example example NOUN dad-11686 285 3 , , PUNCT dad-11686 285 4 “ " PUNCT dad-11686 285 5 montreux montreux X dad-11686 285 6 ” " PUNCT dad-11686 285 7 is be AUX dad-11686 285 8 a a DET dad-11686 285 9 task task NOUN dad-11686 285 10 - - PUNCT dad-11686 285 11 specific specific ADJ dad-11686 285 12 referent referent NOUN dad-11686 285 13 , , PUNCT dad-11686 285 14 and and CCONJ dad-11686 285 15 one one NUM dad-11686 285 16 interlocutor interlocutor NOUN dad-11686 285 17 might might AUX dad-11686 285 18 prime prime VERB dad-11686 285 19 the the DET dad-11686 285 20 referring refer VERB dad-11686 285 21 expression expression NOUN dad-11686 285 22 “ " PUNCT dad-11686 285 23 mount mount PROPN dad-11686 285 24 montreux montreux PROPN dad-11686 285 25 ” " PUNCT dad-11686 285 26 . . PUNCT dad-11686 286 1 if if SCONJ dad-11686 286 2 the the DET dad-11686 286 3 other other ADJ dad-11686 286 4 interlocutor interlocutor NOUN dad-11686 286 5 reuses reuse NOUN dad-11686 286 6 this this DET dad-11686 286 7 referring refer VERB dad-11686 286 8 expression expression NOUN dad-11686 286 9 , , PUNCT dad-11686 286 10 it it PRON dad-11686 286 11 becomes become VERB dad-11686 286 12 a a DET dad-11686 286 13 routine routine NOUN dad-11686 286 14 , , PUNCT dad-11686 286 15 i.e. i.e. X dad-11686 286 16 a a DET dad-11686 286 17 common common ADJ dad-11686 286 18 part part NOUN dad-11686 286 19 of of ADP dad-11686 286 20 the the DET dad-11686 286 21 dialogue dialogue NOUN dad-11686 286 22 . . PUNCT dad-11686 287 1 for for ADP dad-11686 287 2 our our PRON dad-11686 287 3 methodology methodology NOUN dad-11686 287 4 , , PUNCT dad-11686 287 5 a a DET dad-11686 287 6 routine routine NOUN dad-11686 287 7 is be AUX dad-11686 287 8 specific specific ADJ dad-11686 287 9 to to ADP dad-11686 287 10 the the DET dad-11686 287 11 exact exact ADJ dad-11686 287 12 matching matching NOUN dad-11686 287 13 of of ADP dad-11686 287 14 token token ADJ dad-11686 287 15 sequences sequence NOUN dad-11686 287 16 in in ADP dad-11686 287 17 two two NUM dad-11686 287 18 utterance utterance ADJ dad-11686 287 19 strings string NOUN dad-11686 287 20 . . PUNCT dad-11686 288 1 we we PRON dad-11686 288 2 thus thus ADV dad-11686 288 3 formally formally ADV dad-11686 288 4 define define VERB dad-11686 288 5 a a DET dad-11686 288 6 routine routine ADJ dad-11686 288 7 expression expression NOUN dad-11686 288 8 ( ( PUNCT dad-11686 288 9 adapted adapt VERB dad-11686 288 10 from from ADP dad-11686 288 11 dubuisson dubuisson NOUN dad-11686 288 12 duplessis duplessis PROPN dad-11686 288 13 13 13 NUM dad-11686 288 14 utku utku ADJ dad-11686 288 15 norman∗ norman∗ NOUN dad-11686 288 16 , , PUNCT dad-11686 288 17 tanvi tanvi NOUN dad-11686 288 18 dinkar∗ dinkar∗ NOUN dad-11686 288 19 , , PUNCT dad-11686 288 20 barbara barbara PROPN dad-11686 288 21 bruno bruno PROPN dad-11686 288 22 , , PUNCT dad-11686 288 23 and and CCONJ dad-11686 288 24 chloé chloé VERB dad-11686 288 25 clavel clavel NOUN dad-11686 288 26 figure figure NOUN dad-11686 288 27 4 4 NUM dad-11686 288 28 : : PUNCT dad-11686 288 29 the the DET dad-11686 288 30 research research NOUN dad-11686 288 31 questions question NOUN dad-11686 288 32 investigated investigate VERB dad-11686 288 33 in in ADP dad-11686 288 34 this this DET dad-11686 288 35 article article NOUN dad-11686 288 36 . . PUNCT dad-11686 289 1 et et PROPN dad-11686 289 2 al al PROPN dad-11686 289 3 . . PROPN dad-11686 289 4 2017 2017 NUM dad-11686 289 5 , , PUNCT dad-11686 289 6 2021 2021 NUM dad-11686 289 7 ; ; PUNCT dad-11686 289 8 pickering pickering NOUN dad-11686 289 9 and and CCONJ dad-11686 289 10 garrod garrod NOUN dad-11686 289 11 2004 2004 NUM dad-11686 289 12 ) ) PUNCT dad-11686 289 13 as as ADP dad-11686 289 14 a a DET dad-11686 289 15 referring refer VERB dad-11686 289 16 expression expression NOUN dad-11686 289 17 shared share VERB dad-11686 289 18 by by ADP dad-11686 289 19 two two NUM dad-11686 289 20 interlocutors interlocutor NOUN dad-11686 289 21 if if SCONJ dad-11686 289 22 i i PRON dad-11686 289 23 ) ) PUNCT dad-11686 289 24 the the DET dad-11686 289 25 referring refer VERB dad-11686 289 26 expression expression NOUN dad-11686 289 27 is be AUX dad-11686 289 28 produced produce VERB dad-11686 289 29 by by ADP dad-11686 289 30 both both DET dad-11686 289 31 interlocutors interlocutor NOUN dad-11686 289 32 , , PUNCT dad-11686 289 33 and and CCONJ dad-11686 289 34 ii ii X dad-11686 289 35 ) ) PUNCT dad-11686 289 36 it it PRON dad-11686 289 37 is be AUX dad-11686 289 38 produced produce VERB dad-11686 289 39 at at ADP dad-11686 289 40 least least ADJ dad-11686 289 41 once once ADV dad-11686 289 42 without without ADP dad-11686 289 43 being be AUX dad-11686 289 44 part part NOUN dad-11686 289 45 of of ADP dad-11686 289 46 a a DET dad-11686 289 47 larger large ADJ dad-11686 289 48 routine routine NOUN dad-11686 289 49 . . PUNCT dad-11686 290 1 in in ADP dad-11686 290 2 particular particular ADJ dad-11686 290 3 , , PUNCT dad-11686 290 4 we we PRON dad-11686 290 5 define define VERB dad-11686 290 6 the the DET dad-11686 290 7 utterance utterance NOUN dad-11686 290 8 at at ADP dad-11686 290 9 which which PRON dad-11686 290 10 a a DET dad-11686 290 11 referring refer VERB dad-11686 290 12 expression expression NOUN dad-11686 290 13 becomes become VERB dad-11686 290 14 routine routine ADJ dad-11686 290 15 as as ADP dad-11686 290 16 the the DET dad-11686 290 17 establishment establishment NOUN dad-11686 290 18 of of ADP dad-11686 290 19 that that DET dad-11686 290 20 routine routine NOUN dad-11686 290 21 . . PUNCT dad-11686 291 1 we we PRON dad-11686 291 2 extract extract VERB dad-11686 291 3 the the DET dad-11686 291 4 utterances utterance NOUN dad-11686 291 5 at at ADP dad-11686 291 6 which which PRON dad-11686 291 7 the the DET dad-11686 291 8 routines routine NOUN dad-11686 291 9 are be AUX dad-11686 291 10 primed prime VERB dad-11686 291 11 and and CCONJ dad-11686 291 12 established establish VERB dad-11686 291 13 from from ADP dad-11686 291 14 the the DET dad-11686 291 15 transcripts transcript NOUN dad-11686 291 16 as as ADP dad-11686 291 17 in in ADP dad-11686 291 18 dubuisson dubuisson NOUN dad-11686 291 19 duplessis duplessis NOUN dad-11686 291 20 et et PROPN dad-11686 291 21 al al PROPN dad-11686 291 22 . . PROPN dad-11686 291 23 ( ( PUNCT dad-11686 291 24 2017 2017 NUM dad-11686 291 25 , , PUNCT dad-11686 291 26 2021 2021 NUM dad-11686 291 27 ) ) PUNCT dad-11686 291 28 . . PUNCT dad-11686 292 1 then then ADV dad-11686 292 2 , , PUNCT dad-11686 292 3 we we PRON dad-11686 292 4 filter filter VERB dad-11686 292 5 for for ADP dad-11686 292 6 the the DET dad-11686 292 7 routines routine NOUN dad-11686 292 8 that that PRON dad-11686 292 9 contain contain VERB dad-11686 292 10 a a DET dad-11686 292 11 task task NOUN dad-11686 292 12 - - PUNCT dad-11686 292 13 specific specific ADJ dad-11686 292 14 referent referent NOUN dad-11686 292 15 . . PUNCT dad-11686 293 1 5.1 5.1 NUM dad-11686 293 2 experiment experiment NOUN dad-11686 293 3 1 1 NUM dad-11686 293 4 : : PUNCT dad-11686 293 5 studying study VERB dad-11686 293 6 when when SCONJ dad-11686 293 7 interlocutors interlocutor NOUN dad-11686 293 8 are be AUX dad-11686 293 9 lexically lexically ADV dad-11686 293 10 aligned align VERB dad-11686 293 11 and and CCONJ dad-11686 293 12 its its PRON dad-11686 293 13 association association NOUN dad-11686 293 14 with with ADP dad-11686 293 15 task task NOUN dad-11686 293 16 success success NOUN dad-11686 293 17 ( ( PUNCT dad-11686 293 18 h1.1 h1.1 NOUN dad-11686 293 19 ) ) PUNCT dad-11686 293 20 5.1.1 5.1.1 NUM dad-11686 293 21 methodology methodology NOUN dad-11686 293 22 to to PART dad-11686 293 23 investigate investigate VERB dad-11686 293 24 when when SCONJ dad-11686 293 25 the the DET dad-11686 293 26 routine routine ADJ dad-11686 293 27 expressions expression NOUN dad-11686 293 28 become become VERB dad-11686 293 29 established establish VERB dad-11686 293 30 , , PUNCT dad-11686 293 31 we we PRON dad-11686 293 32 study study VERB dad-11686 293 33 i i PRON dad-11686 293 34 ) ) PUNCT dad-11686 293 35 the the DET dad-11686 293 36 establishment establishment NOUN dad-11686 293 37 time time NOUN dad-11686 293 38 of of ADP dad-11686 293 39 a a DET dad-11686 293 40 routine routine ADJ dad-11686 293 41 , , PUNCT dad-11686 293 42 i.e. i.e. X dad-11686 293 43 the the DET dad-11686 293 44 end end NOUN dad-11686 293 45 time time NOUN dad-11686 293 46 of of ADP dad-11686 293 47 the the DET dad-11686 293 48 utterance utterance NOUN dad-11686 293 49 at at ADP dad-11686 293 50 which which PRON dad-11686 293 51 the the DET dad-11686 293 52 expression expression NOUN dad-11686 293 53 is be AUX dad-11686 293 54 established establish VERB dad-11686 293 55 , , PUNCT dad-11686 293 56 and and CCONJ dad-11686 293 57 ii ii X dad-11686 293 58 ) ) PUNCT dad-11686 293 59 the the DET dad-11686 293 60 collaborative collaborative ADJ dad-11686 293 61 period period NOUN dad-11686 293 62 of of ADP dad-11686 293 63 a a DET dad-11686 293 64 team team NOUN dad-11686 293 65 , , PUNCT dad-11686 293 66 i.e. i.e. X dad-11686 293 67 the the DET dad-11686 293 68 duration duration NOUN dad-11686 293 69 between between ADP dad-11686 293 70 first first ADJ dad-11686 293 71 quartile quartile NOUN dad-11686 293 72 ( ( PUNCT dad-11686 293 73 q1 q1 PROPN dad-11686 293 74 ) ) PUNCT dad-11686 293 75 to to ADP dad-11686 293 76 third third ADJ dad-11686 293 77 quartile quartile NOUN dad-11686 293 78 ( ( PUNCT dad-11686 293 79 q3 q3 PROPN dad-11686 293 80 ) ) PUNCT dad-11686 293 81 , , PUNCT dad-11686 293 82 i.e. i.e. X dad-11686 293 83 the the DET dad-11686 293 84 interquartile interquartile ADJ dad-11686 293 85 range range NOUN dad-11686 293 86 ( ( PUNCT dad-11686 293 87 iqr iqr NOUN dad-11686 293 88 ) ) PUNCT dad-11686 293 89 of of ADP dad-11686 293 90 the the DET dad-11686 293 91 establishment establishment NOUN dad-11686 293 92 , , PUNCT dad-11686 293 93 where where SCONJ dad-11686 293 94 half half NOUN dad-11686 293 95 of of ADP dad-11686 293 96 the the DET dad-11686 293 97 establishments establishment NOUN dad-11686 293 98 occur occur VERB dad-11686 293 99 . . PUNCT dad-11686 294 1 to to PART dad-11686 294 2 then then ADV dad-11686 294 3 study study VERB dad-11686 294 4 h1.1 h1.1 PROPN dad-11686 294 5 , , PUNCT dad-11686 294 6 for for ADP dad-11686 294 7 task task NOUN dad-11686 294 8 performance performance NOUN dad-11686 294 9 , , PUNCT dad-11686 294 10 we we PRON dad-11686 294 11 check check VERB dad-11686 294 12 if if SCONJ dad-11686 294 13 the the DET dad-11686 294 14 median median ADJ dad-11686 294 15 establishment establishment NOUN dad-11686 294 16 times time NOUN dad-11686 294 17 are be AUX dad-11686 294 18 significantly significantly ADV dad-11686 294 19 earlier early ADV dad-11686 294 20 for for ADP dad-11686 294 21 better well ADV dad-11686 294 22 - - PUNCT dad-11686 294 23 performing perform VERB dad-11686 294 24 teams team NOUN dad-11686 294 25 by by ADP dad-11686 294 26 spearman spearman NOUN dad-11686 294 27 ’s ’s PART dad-11686 294 28 rank rank NOUN dad-11686 294 29 correlation correlation NOUN dad-11686 294 30 and and CCONJ dad-11686 294 31 its its PRON dad-11686 294 32 statistical statistical ADJ dad-11686 294 33 significance significance NOUN dad-11686 294 34 ( ( PUNCT dad-11686 294 35 between between ADP dad-11686 294 36 the the DET dad-11686 294 37 median median NOUN dad-11686 294 38 and and CCONJ dad-11686 294 39 the the DET dad-11686 294 40 error error NOUN dad-11686 294 41 ) ) PUNCT dad-11686 294 42 . . PUNCT dad-11686 295 1 for for ADP dad-11686 295 2 the the DET dad-11686 295 3 learning learn VERB dad-11686 295 4 outcomes outcome NOUN dad-11686 295 5 , , PUNCT dad-11686 295 6 we we PRON dad-11686 295 7 compare compare VERB dad-11686 295 8 the the DET dad-11686 295 9 distribution distribution NOUN dad-11686 295 10 of of ADP dad-11686 295 11 the the DET dad-11686 295 12 median median ADJ dad-11686 295 13 establishment establishment NOUN dad-11686 295 14 times time NOUN dad-11686 295 15 of of ADP dad-11686 295 16 teams team NOUN dad-11686 295 17 with with ADP dad-11686 295 18 positive positive ADJ dad-11686 295 19 learning learning NOUN dad-11686 295 20 outcomes outcome NOUN dad-11686 295 21 ( ( PUNCT dad-11686 295 22 teams team NOUN dad-11686 295 23 7 7 NUM dad-11686 295 24 , , PUNCT dad-11686 295 25 9 9 NUM dad-11686 295 26 , , PUNCT dad-11686 295 27 10 10 NUM dad-11686 295 28 , , PUNCT dad-11686 295 29 11 11 NUM dad-11686 295 30 , , PUNCT dad-11686 295 31 17 17 NUM dad-11686 295 32 ) ) PUNCT dad-11686 295 33 and and CCONJ dad-11686 295 34 others other NOUN dad-11686 295 35 ( ( PUNCT dad-11686 295 36 teams team NOUN dad-11686 295 37 8 8 NUM dad-11686 295 38 , , PUNCT dad-11686 295 39 18 18 NUM dad-11686 295 40 , , PUNCT dad-11686 295 41 20 20 NUM dad-11686 295 42 , , PUNCT dad-11686 295 43 28 28 NUM dad-11686 295 44 , , PUNCT dad-11686 295 45 47 47 NUM dad-11686 295 46 ) ) PUNCT dad-11686 295 47 by by ADP dad-11686 295 48 kruskal kruskal PROPN dad-11686 295 49 - - PUNCT dad-11686 295 50 wallis wallis PROPN dad-11686 295 51 h h NOUN dad-11686 296 1 test.4 test.4 PROPN dad-11686 296 2 we we PRON dad-11686 296 3 consider consider VERB dad-11686 296 4 i i PRON dad-11686 296 5 ) ) PUNCT dad-11686 296 6 the the DET dad-11686 296 7 establishment establishment NOUN dad-11686 296 8 times time NOUN dad-11686 296 9 of of ADP dad-11686 296 10 all all DET dad-11686 296 11 the the DET dad-11686 296 12 routines routine NOUN dad-11686 296 13 in in ADP dad-11686 296 14 real real ADJ dad-11686 296 15 time time NOUN dad-11686 296 16 ( ( PUNCT dad-11686 296 17 as as SCONJ dad-11686 296 18 teams team NOUN dad-11686 296 19 took take VERB dad-11686 296 20 different different ADJ dad-11686 296 21 durations duration NOUN dad-11686 296 22 to to PART dad-11686 296 23 complete complete VERB dad-11686 296 24 the the DET dad-11686 296 25 task task NOUN dad-11686 296 26 ) ) PUNCT dad-11686 296 27 , , PUNCT dad-11686 296 28 ii ii PROPN dad-11686 296 29 ) ) PUNCT dad-11686 296 30 the the DET dad-11686 296 31 establishment establishment NOUN dad-11686 296 32 times time NOUN dad-11686 296 33 of of ADP dad-11686 296 34 the the DET dad-11686 296 35 routines routine NOUN dad-11686 296 36 that that PRON dad-11686 296 37 are be AUX dad-11686 296 38 established establish VERB dad-11686 296 39 in in ADP dad-11686 296 40 the the DET dad-11686 296 41 common common ADJ dad-11686 296 42 time time NOUN dad-11686 296 43 duration duration NOUN dad-11686 296 44 ( ( PUNCT dad-11686 296 45 i.e. i.e. X dad-11686 296 46 the the DET dad-11686 296 47 first first ADJ dad-11686 296 48 ≈ ≈ PROPN dad-11686 296 49 11 11 NUM dad-11686 296 50 mins min NOUN dad-11686 296 51 for for ADP dad-11686 296 52 all all DET dad-11686 296 53 the the DET dad-11686 296 54 teams team NOUN dad-11686 296 55 , , PUNCT dad-11686 296 56 which which PRON dad-11686 296 57 was be AUX dad-11686 296 58 the the DET dad-11686 296 59 time time NOUN dad-11686 296 60 taken take VERB dad-11686 296 61 by by ADP dad-11686 296 62 the the DET dad-11686 296 63 quickest quick ADJ dad-11686 296 64 team team NOUN dad-11686 296 65 ) ) PUNCT dad-11686 296 66 , , PUNCT dad-11686 296 67 and and CCONJ dad-11686 296 68 iii iii X dad-11686 296 69 ) ) PUNCT dad-11686 296 70 normalised normalise VERB dad-11686 296 71 establishment establishment NOUN dad-11686 296 72 times time NOUN dad-11686 296 73 , , PUNCT dad-11686 296 74 that that PRON dad-11686 296 75 are be AUX dad-11686 296 76 scaled scale VERB dad-11686 296 77 by by ADP dad-11686 296 78 the the DET dad-11686 296 79 duration duration NOUN dad-11686 296 80 of of ADP dad-11686 296 81 each each DET dad-11686 296 82 team team NOUN dad-11686 296 83 itself itself PRON dad-11686 296 84 to to PART dad-11686 296 85 reflect reflect VERB dad-11686 296 86 the the DET dad-11686 296 87 ‘ ' PUNCT dad-11686 296 88 progress progress NOUN dad-11686 296 89 ’ ' PUNCT dad-11686 296 90 of of ADP dad-11686 296 91 a a DET dad-11686 296 92 team team NOUN dad-11686 296 93 ’s ’s PART dad-11686 296 94 interaction interaction NOUN dad-11686 296 95 , , PUNCT dad-11686 296 96 from from ADP dad-11686 296 97 0 0 NUM dad-11686 296 98 % % NOUN dad-11686 296 99 progress progress NOUN dad-11686 296 100 at at ADP dad-11686 296 101 the the DET dad-11686 296 102 beginning beginning NOUN dad-11686 296 103 of of ADP dad-11686 296 104 the the DET dad-11686 296 105 activity activity NOUN dad-11686 296 106 , , PUNCT dad-11686 296 107 to to ADP dad-11686 296 108 100 100 NUM dad-11686 296 109 % % NOUN dad-11686 296 110 when when SCONJ dad-11686 296 111 the the DET dad-11686 296 112 interaction interaction NOUN dad-11686 296 113 ends end VERB dad-11686 296 114 ( ( PUNCT dad-11686 296 115 either either CCONJ dad-11686 296 116 by by ADP dad-11686 296 117 finding find VERB dad-11686 296 118 an an DET dad-11686 296 119 optimal optimal ADJ dad-11686 296 120 solution solution NOUN dad-11686 296 121 , , PUNCT dad-11686 296 122 or or CCONJ dad-11686 296 123 by by ADP dad-11686 296 124 being be AUX dad-11686 296 125 intervened intervene VERB dad-11686 296 126 by by ADP dad-11686 296 127 the the DET dad-11686 296 128 experimenters experimenter NOUN dad-11686 296 129 to to PART dad-11686 296 130 end end VERB dad-11686 296 131 the the DET dad-11686 296 132 task task NOUN dad-11686 296 133 ) ) PUNCT dad-11686 296 134 . . PUNCT dad-11686 297 1 to to PART dad-11686 297 2 gain gain VERB dad-11686 297 3 further further ADJ dad-11686 297 4 insight insight NOUN dad-11686 297 5 , , PUNCT dad-11686 297 6 we we PRON dad-11686 297 7 compare compare VERB dad-11686 297 8 the the DET dad-11686 297 9 distribution distribution NOUN dad-11686 297 10 of of ADP dad-11686 297 11 the the DET dad-11686 297 12 establishment establishment NOUN dad-11686 297 13 times time NOUN dad-11686 297 14 ( ( PUNCT dad-11686 297 15 from from ADP dad-11686 297 16 i i PROPN dad-11686 297 17 ) ) PUNCT dad-11686 297 18 to to ADP dad-11686 297 19 iii iii NUM dad-11686 297 20 ) ) PUNCT dad-11686 297 21 ) ) PUNCT dad-11686 297 22 of of ADP dad-11686 297 23 the the DET dad-11686 297 24 teams team NOUN dad-11686 297 25 , , PUNCT dad-11686 297 26 through through ADP dad-11686 297 27 inspecting inspect VERB dad-11686 297 28 the the DET dad-11686 297 29 box box NOUN dad-11686 297 30 plots plot NOUN dad-11686 297 31 of of ADP dad-11686 297 32 all all DET dad-11686 297 33 teams team NOUN dad-11686 297 34 that that PRON dad-11686 297 35 are be AUX dad-11686 297 36 compared compare VERB dad-11686 297 37 side side NOUN dad-11686 297 38 - - PUNCT dad-11686 297 39 by by ADP dad-11686 297 40 - - PUNCT dad-11686 297 41 side side NOUN dad-11686 297 42 and and CCONJ dad-11686 297 43 sorted sort VERB dad-11686 297 44 by by ADP dad-11686 297 45 decreasing decrease VERB dad-11686 297 46 task task NOUN dad-11686 297 47 success success NOUN dad-11686 297 48 . . PUNCT dad-11686 298 1 4since 4since NUM dad-11686 298 2 we we PRON dad-11686 298 3 have have VERB dad-11686 298 4 groups group NOUN dad-11686 298 5 of of ADP dad-11686 298 6 5 5 NUM dad-11686 298 7 teams team NOUN dad-11686 298 8 for for ADP dad-11686 298 9 learning learn VERB dad-11686 298 10 , , PUNCT dad-11686 298 11 we we PRON dad-11686 298 12 use use VERB dad-11686 298 13 kruskal kruskal PROPN dad-11686 298 14 - - PUNCT dad-11686 298 15 wallis wallis PROPN dad-11686 298 16 ( ( PUNCT dad-11686 298 17 scipy scipy PROPN dad-11686 298 18 ’s ’s PART dad-11686 298 19 implementation implementation NOUN dad-11686 298 20 of of ADP dad-11686 298 21 kruskal kruskal PROPN dad-11686 298 22 - - PUNCT dad-11686 298 23 wallis wallis PROPN dad-11686 298 24 works work VERB dad-11686 298 25 with with ADP dad-11686 298 26 ≥ ≥ NUM dad-11686 298 27 5 5 NUM dad-11686 298 28 samples sample NOUN dad-11686 298 29 ) ) PUNCT dad-11686 298 30 . . PUNCT dad-11686 299 1 this this PRON dad-11686 299 2 can can AUX dad-11686 299 3 not not PART dad-11686 299 4 be be AUX dad-11686 299 5 used use VERB dad-11686 299 6 for for ADP dad-11686 299 7 performance performance NOUN dad-11686 299 8 . . PUNCT dad-11686 300 1 14 14 NUM dad-11686 300 2 https://www.scipy.org/ https://www.scipy.org/ NOUN dad-11686 300 3 studying study VERB dad-11686 300 4 alignment alignment NOUN dad-11686 300 5 in in ADP dad-11686 300 6 a a DET dad-11686 300 7 collaborative collaborative ADJ dad-11686 300 8 learning learning NOUN dad-11686 300 9 activity activity NOUN dad-11686 300 10 via via ADP dad-11686 300 11 automatic automatic ADJ dad-11686 300 12 methods method NOUN dad-11686 300 13 5.1.2 5.1.2 NUM dad-11686 300 14 results result NOUN dad-11686 300 15 and and CCONJ dad-11686 300 16 discussion discussion NOUN dad-11686 300 17 empirical empirical ADJ dad-11686 300 18 results result NOUN dad-11686 300 19 fig fig NOUN dad-11686 300 20 . . PUNCT dad-11686 301 1 5 5 NUM dad-11686 301 2 shows show NOUN dad-11686 301 3 for for ADP dad-11686 301 4 each each DET dad-11686 301 5 team team NOUN dad-11686 301 6 the the DET dad-11686 301 7 distribution distribution NOUN dad-11686 301 8 of of ADP dad-11686 301 9 the the DET dad-11686 301 10 establishment establishment NOUN dad-11686 301 11 times time NOUN dad-11686 301 12 of of ADP dad-11686 301 13 the the DET dad-11686 301 14 routines routine NOUN dad-11686 301 15 , , PUNCT dad-11686 301 16 sorted sort VERB dad-11686 301 17 by by ADP dad-11686 301 18 task task NOUN dad-11686 301 19 performance performance NOUN dad-11686 301 20 . . PUNCT dad-11686 302 1 the the DET dad-11686 302 2 median median ADJ dad-11686 302 3 establishment establishment NOUN dad-11686 302 4 times time NOUN dad-11686 302 5 for for ADP dad-11686 302 6 all all PRON dad-11686 302 7 of of ADP dad-11686 302 8 the the DET dad-11686 302 9 routines routine NOUN dad-11686 302 10 is be AUX dad-11686 302 11 strongly strongly ADV dad-11686 302 12 positively positively ADV dad-11686 302 13 correlated correlate VERB dad-11686 302 14 with with ADP dad-11686 302 15 the the DET dad-11686 302 16 task task NOUN dad-11686 302 17 performance performance NOUN dad-11686 302 18 measure measure NOUN dad-11686 302 19 error error NOUN dad-11686 302 20 ( ( PUNCT dad-11686 302 21 spearman spearman NOUN dad-11686 302 22 ’s ’s PART dad-11686 302 23 ρ ρ PROPN dad-11686 302 24 = = PROPN dad-11686 302 25 0.69 0.69 NUM dad-11686 302 26 , , PUNCT dad-11686 302 27 p p X dad-11686 302 28 < < X dad-11686 302 29 .05 .05 NUM dad-11686 302 30 ) ) PUNCT dad-11686 302 31 , , PUNCT dad-11686 302 32 that that ADV dad-11686 302 33 is is ADV dad-11686 302 34 , , PUNCT dad-11686 302 35 better well ADV dad-11686 302 36 - - PUNCT dad-11686 302 37 performing perform VERB dad-11686 302 38 teams team NOUN dad-11686 302 39 establish establish VERB dad-11686 302 40 routines routine NOUN dad-11686 302 41 earlier.5 earlier.5 VERB dad-11686 302 42 we we PRON dad-11686 302 43 see see VERB dad-11686 302 44 from from ADP dad-11686 302 45 the the DET dad-11686 302 46 figure figure NOUN dad-11686 302 47 that that SCONJ dad-11686 302 48 the the DET dad-11686 302 49 results result NOUN dad-11686 302 50 are be AUX dad-11686 302 51 influenced influence VERB dad-11686 302 52 by by ADP dad-11686 302 53 the the DET dad-11686 302 54 variation variation NOUN dad-11686 302 55 in in ADP dad-11686 302 56 the the DET dad-11686 302 57 duration duration NOUN dad-11686 302 58 of of ADP dad-11686 302 59 the the DET dad-11686 302 60 activity activity NOUN dad-11686 302 61 : : PUNCT dad-11686 302 62 the the DET dad-11686 302 63 interaction interaction NOUN dad-11686 302 64 ends end VERB dad-11686 302 65 for for ADP dad-11686 302 66 the the DET dad-11686 302 67 well well ADV dad-11686 302 68 - - PUNCT dad-11686 302 69 performing perform VERB dad-11686 302 70 teams team NOUN dad-11686 302 71 when when SCONJ dad-11686 302 72 they they PRON dad-11686 302 73 find find VERB dad-11686 302 74 a a DET dad-11686 302 75 correct correct ADJ dad-11686 302 76 solution solution NOUN dad-11686 302 77 , , PUNCT dad-11686 302 78 whereas whereas SCONJ dad-11686 302 79 the the DET dad-11686 302 80 badly badly ADV dad-11686 302 81 - - PUNCT dad-11686 302 82 performing perform VERB dad-11686 302 83 teams team NOUN dad-11686 302 84 continue continue VERB dad-11686 302 85 their their PRON dad-11686 302 86 interaction interaction NOUN dad-11686 302 87 until until SCONJ dad-11686 302 88 the the DET dad-11686 302 89 experimenters experimenter NOUN dad-11686 302 90 intervene intervene VERB dad-11686 302 91 and and CCONJ dad-11686 302 92 stop stop VERB dad-11686 302 93 the the DET dad-11686 302 94 activity activity NOUN dad-11686 302 95 . . PUNCT dad-11686 303 1 fig fig NOUN dad-11686 303 2 . . PUNCT dad-11686 304 1 6 6 NUM dad-11686 304 2 shows show VERB dad-11686 304 3 the the DET dad-11686 304 4 normalised normalise VERB dad-11686 304 5 establishment establishment NOUN dad-11686 304 6 times time NOUN dad-11686 304 7 . . PUNCT dad-11686 305 1 we we PRON dad-11686 305 2 see see VERB dad-11686 305 3 that that SCONJ dad-11686 305 4 the the DET dad-11686 305 5 establishment establishment NOUN dad-11686 305 6 occurs occur VERB dad-11686 305 7 around around ADP dad-11686 305 8 the the DET dad-11686 305 9 middle middle NOUN dad-11686 305 10 of of ADP dad-11686 305 11 the the DET dad-11686 305 12 dialogue dialogue NOUN dad-11686 305 13 : : PUNCT dad-11686 305 14 establishment establishment NOUN dad-11686 305 15 times time NOUN dad-11686 305 16 have have VERB dad-11686 305 17 mean mean NOUN dad-11686 305 18 of of ADP dad-11686 305 19 the the DET dad-11686 305 20 medians median NOUN dad-11686 305 21 = = PUNCT dad-11686 305 22 63.0 63.0 NUM dad-11686 305 23 % % NOUN dad-11686 305 24 ( ( PUNCT dad-11686 305 25 combined combine VERB dad-11686 305 26 sd sd NOUN dad-11686 305 27 = = SYM dad-11686 305 28 22.2 22.2 NUM dad-11686 305 29 % % NOUN dad-11686 305 30 ) ) PUNCT dad-11686 305 31 . . PUNCT dad-11686 306 1 while while SCONJ dad-11686 306 2 we we PRON dad-11686 306 3 hypothesised hypothesise VERB dad-11686 306 4 that that DET dad-11686 306 5 establishment establishment NOUN dad-11686 306 6 will will AUX dad-11686 306 7 happen happen VERB dad-11686 306 8 early early ADV dad-11686 306 9 in in ADP dad-11686 306 10 the the DET dad-11686 306 11 dialogue dialogue NOUN dad-11686 306 12 , , PUNCT dad-11686 306 13 this this PRON dad-11686 306 14 is be AUX dad-11686 306 15 the the DET dad-11686 306 16 case case NOUN dad-11686 306 17 for for ADP dad-11686 306 18 an an DET dad-11686 306 19 ideal ideal ADJ dad-11686 306 20 dialogue dialogue NOUN dad-11686 306 21 ; ; PUNCT dad-11686 306 22 people people NOUN dad-11686 306 23 will will AUX dad-11686 306 24 ‘ ' PUNCT dad-11686 306 25 share share VERB dad-11686 306 26 ’ ' PUNCT dad-11686 306 27 expressions expression NOUN dad-11686 306 28 earlier early ADV dad-11686 306 29 . . PUNCT dad-11686 307 1 however however ADV dad-11686 307 2 , , PUNCT dad-11686 307 3 we we PRON dad-11686 307 4 observe observe VERB dad-11686 307 5 that that SCONJ dad-11686 307 6 there there PRON dad-11686 307 7 is be VERB dad-11686 307 8 an an DET dad-11686 307 9 exploratory exploratory ADJ dad-11686 307 10 period period NOUN dad-11686 307 11 ( ( PUNCT dad-11686 307 12 the the DET dad-11686 307 13 period period NOUN dad-11686 307 14 before before ADP dad-11686 307 15 q1 q1 PROPN dad-11686 307 16 ) ) PUNCT dad-11686 307 17 , , PUNCT dad-11686 307 18 where where SCONJ dad-11686 307 19 the the DET dad-11686 307 20 interlocutors interlocutor NOUN dad-11686 307 21 take take VERB dad-11686 307 22 the the DET dad-11686 307 23 time time NOUN dad-11686 307 24 to to PART dad-11686 307 25 understand understand VERB dad-11686 307 26 the the DET dad-11686 307 27 task task NOUN dad-11686 307 28 , , PUNCT dad-11686 307 29 followed follow VERB dad-11686 307 30 by by ADP dad-11686 307 31 a a DET dad-11686 307 32 collaborative collaborative ADJ dad-11686 307 33 period period NOUN dad-11686 307 34 that that PRON dad-11686 307 35 corresponds correspond VERB dad-11686 307 36 to to ADP dad-11686 307 37 the the DET dad-11686 307 38 establishment establishment NOUN dad-11686 307 39 period period NOUN dad-11686 307 40 ( ( PUNCT dad-11686 307 41 the the DET dad-11686 307 42 period period NOUN dad-11686 307 43 between between ADP dad-11686 307 44 q1 q1 PROPN dad-11686 307 45 and and CCONJ dad-11686 307 46 q3 q3 PROPN dad-11686 307 47 ) ) PUNCT dad-11686 307 48 . . PUNCT dad-11686 308 1 we we PRON dad-11686 308 2 expect expect VERB dad-11686 308 3 that that SCONJ dad-11686 308 4 if if SCONJ dad-11686 308 5 the the DET dad-11686 308 6 interlocutors interlocutor NOUN dad-11686 308 7 had have VERB dad-11686 308 8 to to PART dad-11686 308 9 complete complete VERB dad-11686 308 10 the the DET dad-11686 308 11 task task NOUN dad-11686 308 12 again again ADV dad-11686 308 13 , , PUNCT dad-11686 308 14 the the DET dad-11686 308 15 establishment establishment NOUN dad-11686 308 16 / / SYM dad-11686 308 17 collaborative collaborative ADJ dad-11686 308 18 period period NOUN dad-11686 308 19 would would AUX dad-11686 308 20 be be AUX dad-11686 308 21 closer close ADJ dad-11686 308 22 to to ADP dad-11686 308 23 the the DET dad-11686 308 24 start start NOUN dad-11686 308 25 of of ADP dad-11686 308 26 the the DET dad-11686 308 27 dialogue dialogue NOUN dad-11686 308 28 . . PUNCT dad-11686 309 1 while while SCONJ dad-11686 309 2 it it PRON dad-11686 309 3 is be AUX dad-11686 309 4 expected expect VERB dad-11686 309 5 that that SCONJ dad-11686 309 6 better well ADV dad-11686 309 7 - - PUNCT dad-11686 309 8 performing perform VERB dad-11686 309 9 teams team NOUN dad-11686 309 10 have have AUX dad-11686 309 11 established establish VERB dad-11686 309 12 routines routine NOUN dad-11686 309 13 , , PUNCT dad-11686 309 14 from from ADP dad-11686 309 15 the the DET dad-11686 309 16 figures figure NOUN dad-11686 309 17 we we PRON dad-11686 309 18 observe observe VERB dad-11686 309 19 even even ADV dad-11686 309 20 badly badly ADV dad-11686 309 21 - - PUNCT dad-11686 309 22 performing perform VERB dad-11686 309 23 teams team NOUN dad-11686 309 24 still still ADV dad-11686 309 25 successfully successfully ADV dad-11686 309 26 established establish VERB dad-11686 309 27 routines routine NOUN dad-11686 309 28 . . PUNCT dad-11686 310 1 thus thus ADV dad-11686 310 2 it it PRON dad-11686 310 3 is be AUX dad-11686 310 4 to to PART dad-11686 310 5 be be AUX dad-11686 310 6 noted note VERB dad-11686 310 7 that that SCONJ dad-11686 310 8 all all DET dad-11686 310 9 teams team NOUN dad-11686 310 10 , , PUNCT dad-11686 310 11 regardless regardless ADV dad-11686 310 12 of of ADP dad-11686 310 13 performance performance NOUN dad-11686 310 14 , , PUNCT dad-11686 310 15 have have AUX dad-11686 310 16 aligned align VERB dad-11686 310 17 to to ADP dad-11686 310 18 some some DET dad-11686 310 19 degree degree NOUN dad-11686 310 20 . . PUNCT dad-11686 311 1 we we PRON dad-11686 311 2 observe observe VERB dad-11686 311 3 that that SCONJ dad-11686 311 4 five five NUM dad-11686 311 5 teams team NOUN dad-11686 311 6 ( ( PUNCT dad-11686 311 7 7 7 NUM dad-11686 311 8 , , PUNCT dad-11686 311 9 8 8 NUM dad-11686 311 10 , , PUNCT dad-11686 311 11 10 10 NUM dad-11686 311 12 , , PUNCT dad-11686 311 13 18 18 NUM dad-11686 311 14 , , PUNCT dad-11686 311 15 and and CCONJ dad-11686 311 16 47 47 NUM dad-11686 311 17 ) ) PUNCT dad-11686 311 18 that that PRON dad-11686 311 19 had have VERB dad-11686 311 20 their their PRON dad-11686 311 21 error error NOUN dad-11686 311 22 > > X dad-11686 311 23 mean mean NOUN dad-11686 311 24 ( ( PUNCT dad-11686 311 25 see see VERB dad-11686 311 26 fig fig NOUN dad-11686 311 27 . . PUNCT dad-11686 312 1 3 3 X dad-11686 312 2 ) ) PUNCT dad-11686 312 3 started start VERB dad-11686 312 4 collaborating collaborate VERB dad-11686 312 5 later later ADV dad-11686 312 6 in in ADP dad-11686 312 7 their their PRON dad-11686 312 8 dialogue dialogue NOUN dad-11686 312 9 , , PUNCT dad-11686 312 10 in in ADP dad-11686 312 11 terms term NOUN dad-11686 312 12 of of ADP dad-11686 312 13 when when SCONJ dad-11686 312 14 they they PRON dad-11686 312 15 establish establish VERB dad-11686 312 16 most most ADJ dad-11686 312 17 of of ADP dad-11686 312 18 their their PRON dad-11686 312 19 routines routine NOUN dad-11686 312 20 ( ( PUNCT dad-11686 312 21 median median ADJ dad-11686 312 22 establishment establishment NOUN dad-11686 312 23 time time NOUN dad-11686 312 24 > > X dad-11686 312 25 60 60 NUM dad-11686 312 26 % % NOUN dad-11686 312 27 ) ) PUNCT dad-11686 312 28 . . PUNCT dad-11686 313 1 though though SCONJ dad-11686 313 2 the the DET dad-11686 313 3 measures measure NOUN dad-11686 313 4 of of ADP dad-11686 313 5 task task NOUN dad-11686 313 6 performance performance NOUN dad-11686 313 7 would would AUX dad-11686 313 8 only only ADV dad-11686 313 9 reflect reflect VERB dad-11686 313 10 that that SCONJ dad-11686 313 11 these these DET dad-11686 313 12 teams team NOUN dad-11686 313 13 performed perform VERB dad-11686 313 14 badly badly ADV dad-11686 313 15 with with ADP dad-11686 313 16 a a DET dad-11686 313 17 final final ADJ dad-11686 313 18 overall overall ADJ dad-11686 313 19 score score NOUN dad-11686 313 20 of of ADP dad-11686 313 21 performance performance NOUN dad-11686 313 22 , , PUNCT dad-11686 313 23 our our PRON dad-11686 313 24 alignment alignment NOUN dad-11686 313 25 measures measure NOUN dad-11686 313 26 reflect reflect VERB dad-11686 313 27 details detail NOUN dad-11686 313 28 of of ADP dad-11686 313 29 the the DET dad-11686 313 30 performance performance NOUN dad-11686 313 31 . . PUNCT dad-11686 314 1 interlocutors interlocutor NOUN dad-11686 314 2 are be AUX dad-11686 314 3 gently gently ADV dad-11686 314 4 reminded remind VERB dad-11686 314 5 a a DET dad-11686 314 6 few few ADJ dad-11686 314 7 minutes minute NOUN dad-11686 314 8 before before ADP dad-11686 314 9 the the DET dad-11686 314 10 end end NOUN dad-11686 314 11 of of ADP dad-11686 314 12 the the DET dad-11686 314 13 task task NOUN dad-11686 314 14 the the DET dad-11686 314 15 remaining remain VERB dad-11686 314 16 time time NOUN dad-11686 314 17 , , PUNCT dad-11686 314 18 but but CCONJ dad-11686 314 19 were be AUX dad-11686 314 20 not not PART dad-11686 314 21 rushed rush VERB dad-11686 314 22 to to PART dad-11686 314 23 find find VERB dad-11686 314 24 a a DET dad-11686 314 25 solution solution NOUN dad-11686 314 26 : : PUNCT dad-11686 314 27 which which PRON dad-11686 314 28 could could AUX dad-11686 314 29 have have AUX dad-11686 314 30 changed change VERB dad-11686 314 31 the the DET dad-11686 314 32 way way NOUN dad-11686 314 33 they they PRON dad-11686 314 34 aligned align VERB dad-11686 314 35 by by ADP dad-11686 314 36 forcing force VERB dad-11686 314 37 an an DET dad-11686 314 38 establishment establishment NOUN dad-11686 314 39 period period NOUN dad-11686 314 40 . . PUNCT dad-11686 315 1 thus thus ADV dad-11686 315 2 , , PUNCT dad-11686 315 3 we we PRON dad-11686 315 4 observe observe VERB dad-11686 315 5 through through ADP dad-11686 315 6 our our PRON dad-11686 315 7 alignment alignment NOUN dad-11686 315 8 measures measure NOUN dad-11686 315 9 that that PRON dad-11686 315 10 badly badly ADV dad-11686 315 11 performing perform VERB dad-11686 315 12 teams team NOUN dad-11686 315 13 were be AUX dad-11686 315 14 simply simply ADV dad-11686 315 15 slower slow ADJ dad-11686 315 16 to to PART dad-11686 315 17 collaborate collaborate VERB dad-11686 315 18 and and CCONJ dad-11686 315 19 establish establish VERB dad-11686 315 20 routines routine NOUN dad-11686 315 21 . . PUNCT dad-11686 316 1 the the DET dad-11686 316 2 distribution distribution NOUN dad-11686 316 3 of of ADP dad-11686 316 4 the the DET dad-11686 316 5 median median ADJ dad-11686 316 6 establishment establishment NOUN dad-11686 316 7 times time NOUN dad-11686 316 8 are be AUX dad-11686 316 9 not not PART dad-11686 316 10 statistically statistically ADV dad-11686 316 11 significantly significantly ADV dad-11686 316 12 different different ADJ dad-11686 316 13 for for ADP dad-11686 316 14 teams team NOUN dad-11686 316 15 with with ADP dad-11686 316 16 positive positive ADJ dad-11686 316 17 learning learning NOUN dad-11686 316 18 outcomes outcome NOUN dad-11686 316 19 ( ( PUNCT dad-11686 316 20 teams team NOUN dad-11686 316 21 7 7 NUM dad-11686 316 22 , , PUNCT dad-11686 316 23 9 9 NUM dad-11686 316 24 , , PUNCT dad-11686 316 25 10 10 NUM dad-11686 316 26 , , PUNCT dad-11686 316 27 11 11 NUM dad-11686 316 28 , , PUNCT dad-11686 316 29 17 17 NUM dad-11686 316 30 ) ) PUNCT dad-11686 316 31 vs. vs. ADP dad-11686 316 32 others other NOUN dad-11686 316 33 ( ( PUNCT dad-11686 316 34 teams team NOUN dad-11686 316 35 8 8 NUM dad-11686 316 36 , , PUNCT dad-11686 316 37 18 18 NUM dad-11686 316 38 , , PUNCT dad-11686 316 39 20 20 NUM dad-11686 316 40 , , PUNCT dad-11686 316 41 28 28 NUM dad-11686 316 42 , , PUNCT dad-11686 316 43 47 47 NUM dad-11686 316 44 ) ) PUNCT dad-11686 316 45 by by ADP dad-11686 316 46 kruskal kruskal PROPN dad-11686 316 47 - - PUNCT dad-11686 316 48 wallis wallis PROPN dad-11686 316 49 h h PROPN dad-11686 316 50 test test NOUN dad-11686 316 51 ( ( PUNCT dad-11686 316 52 h h NOUN dad-11686 316 53 = = NOUN dad-11686 316 54 0.88 0.88 NUM dad-11686 316 55 , , PUNCT dad-11686 316 56 p p X dad-11686 316 57 = = SYM dad-11686 316 58 .35 .35 NUM dad-11686 316 59 for for ADP dad-11686 316 60 times time NOUN dad-11686 316 61 in in ADP dad-11686 316 62 absolute absolute ADJ dad-11686 316 63 values value NOUN dad-11686 316 64 , , PUNCT dad-11686 316 65 and and CCONJ dad-11686 316 66 h h NOUN dad-11686 316 67 = = NOUN dad-11686 316 68 0.10 0.10 NUM dad-11686 316 69 , , PUNCT dad-11686 316 70 p p NOUN dad-11686 316 71 = = SYM dad-11686 316 72 .75 .75 NUM dad-11686 316 73 for for ADP dad-11686 316 74 normalised normalise VERB dad-11686 316 75 times time NOUN dad-11686 316 76 ) ) PUNCT dad-11686 316 77 . . PUNCT dad-11686 317 1 further further ADJ dad-11686 317 2 discussion discussion NOUN dad-11686 317 3 we we PRON dad-11686 317 4 would would AUX dad-11686 317 5 like like VERB dad-11686 317 6 to to PART dad-11686 317 7 discuss discuss VERB dad-11686 317 8 the the DET dad-11686 317 9 notion notion NOUN dad-11686 317 10 of of ADP dad-11686 317 11 collaborative collaborative ADJ dad-11686 317 12 and and CCONJ dad-11686 317 13 exploratory exploratory ADJ dad-11686 317 14 periods period NOUN dad-11686 317 15 by by ADP dad-11686 317 16 examining examine VERB dad-11686 317 17 the the DET dad-11686 317 18 error error NOUN dad-11686 317 19 progression progression NOUN dad-11686 317 20 of of ADP dad-11686 317 21 teams team NOUN dad-11686 317 22 ’ ' PUNCT dad-11686 317 23 submitted submit VERB dad-11686 317 24 solutions solution NOUN dad-11686 317 25 during during ADP dad-11686 317 26 the the DET dad-11686 317 27 task task NOUN dad-11686 317 28 ( ( PUNCT dad-11686 317 29 fig fig NOUN dad-11686 317 30 . . PUNCT dad-11686 317 31 6 6 NUM dad-11686 317 32 ) ) PUNCT dad-11686 317 33 . . PUNCT dad-11686 318 1 during during ADP dad-11686 318 2 the the DET dad-11686 318 3 exploratory exploratory ADJ dad-11686 318 4 period period NOUN dad-11686 318 5 , , PUNCT dad-11686 318 6 nine nine NUM dad-11686 318 7 out out ADP dad-11686 318 8 of of ADP dad-11686 318 9 ten ten NUM dad-11686 318 10 teams team NOUN dad-11686 318 11 had have VERB dad-11686 318 12 their their PRON dad-11686 318 13 highest high ADJ dad-11686 318 14 error error NOUN dad-11686 318 15 . . PUNCT dad-11686 319 1 for for ADP dad-11686 319 2 teams team NOUN dad-11686 319 3 that that PRON dad-11686 319 4 performed perform VERB dad-11686 319 5 well well ADV dad-11686 319 6 , , PUNCT dad-11686 319 7 their their PRON dad-11686 319 8 collaborative collaborative ADJ dad-11686 319 9 period period NOUN dad-11686 319 10 had have VERB dad-11686 319 11 their their PRON dad-11686 319 12 lowest low ADJ dad-11686 319 13 error error NOUN dad-11686 319 14 before before ADP dad-11686 319 15 finding find VERB dad-11686 319 16 an an DET dad-11686 319 17 optimal optimal ADJ dad-11686 319 18 solution solution NOUN dad-11686 319 19 ( ( PUNCT dad-11686 319 20 thus thus ADV dad-11686 319 21 ending end VERB dad-11686 319 22 the the DET dad-11686 319 23 task task NOUN dad-11686 319 24 ) ) PUNCT dad-11686 319 25 , , PUNCT dad-11686 319 26 and and CCONJ dad-11686 319 27 for for ADP dad-11686 319 28 other other ADJ dad-11686 319 29 teams team NOUN dad-11686 319 30 ; ; PUNCT dad-11686 319 31 their their PRON dad-11686 319 32 closest close ADJ dad-11686 319 33 solution solution NOUN dad-11686 319 34 to to ADP dad-11686 319 35 the the DET dad-11686 319 36 optimal optimal ADJ dad-11686 319 37 solution solution NOUN dad-11686 319 38 . . PUNCT dad-11686 320 1 there there PRON dad-11686 320 2 are be VERB dad-11686 320 3 8 8 NUM dad-11686 320 4 such such ADJ dad-11686 320 5 teams team NOUN dad-11686 320 6 that that PRON dad-11686 320 7 exhibit exhibit VERB dad-11686 320 8 this this DET dad-11686 320 9 behaviour behaviour NOUN dad-11686 320 10 . . PUNCT dad-11686 321 1 the the DET dad-11686 321 2 teams team NOUN dad-11686 321 3 that that PRON dad-11686 321 4 did do AUX dad-11686 321 5 not not PART dad-11686 321 6 achieve achieve VERB dad-11686 321 7 a a DET dad-11686 321 8 correct correct ADJ dad-11686 321 9 solution solution NOUN dad-11686 321 10 , , PUNCT dad-11686 321 11 never never ADV dad-11686 321 12 regressed regress VERB dad-11686 321 13 to to ADP dad-11686 321 14 their their PRON dad-11686 321 15 largest large ADJ dad-11686 321 16 error error NOUN dad-11686 321 17 from from ADP dad-11686 321 18 the the DET dad-11686 321 19 exploratory exploratory ADJ dad-11686 321 20 period period NOUN dad-11686 321 21 . . PUNCT dad-11686 322 1 looking look VERB dad-11686 322 2 at at ADP dad-11686 322 3 this this PRON dad-11686 322 4 through through ADP dad-11686 322 5 the the DET dad-11686 322 6 number number NOUN dad-11686 322 7 of of ADP dad-11686 322 8 attempts attempt NOUN dad-11686 322 9 , , PUNCT dad-11686 322 10 for for ADP dad-11686 322 11 the the DET dad-11686 322 12 well well ADV dad-11686 322 13 - - PUNCT dad-11686 322 14 performing perform VERB dad-11686 322 15 teams team NOUN dad-11686 322 16 , , PUNCT dad-11686 322 17 their their PRON dad-11686 322 18 collaborative collaborative ADJ dad-11686 322 19 period period NOUN dad-11686 322 20 was be AUX dad-11686 322 21 productively productively ADV dad-11686 322 22 used use VERB dad-11686 322 23 , , PUNCT dad-11686 322 24 with with ADP dad-11686 322 25 their their PRON dad-11686 322 26 next next ADJ dad-11686 322 27 solution solution NOUN dad-11686 322 28 reaching reach VERB dad-11686 322 29 an an DET dad-11686 322 30 optimal optimal ADJ dad-11686 322 31 cost cost NOUN dad-11686 322 32 ( ( PUNCT dad-11686 322 33 teams team NOUN dad-11686 322 34 17 17 NUM dad-11686 322 35 and and CCONJ dad-11686 322 36 28 28 NUM dad-11686 322 37 ) ) PUNCT dad-11686 322 38 , , PUNCT dad-11686 322 39 or or CCONJ dad-11686 322 40 one one NUM dad-11686 322 41 more more ADJ dad-11686 322 42 attempt attempt NOUN dad-11686 322 43 before before ADP dad-11686 322 44 their their PRON dad-11686 322 45 optimal optimal ADJ dad-11686 322 46 cost cost NOUN dad-11686 322 47 ( ( PUNCT dad-11686 322 48 team team NOUN dad-11686 322 49 20 20 NUM dad-11686 322 50 ) ) PUNCT dad-11686 322 51 . . PUNCT dad-11686 323 1 several several ADJ dad-11686 323 2 teams team NOUN dad-11686 323 3 that that PRON dad-11686 323 4 did do AUX dad-11686 323 5 not not PART dad-11686 323 6 perform perform VERB dad-11686 323 7 5the 5the DET dad-11686 323 8 magnitude magnitude NOUN dad-11686 323 9 of of ADP dad-11686 323 10 spearman spearman NOUN dad-11686 323 11 ’s ’s PART dad-11686 323 12 correlation correlation NOUN dad-11686 323 13 coefficient coefficient NOUN dad-11686 323 14 ( ( PUNCT dad-11686 323 15 ρ ρ NOUN dad-11686 323 16 ) ) PUNCT dad-11686 323 17 can can AUX dad-11686 323 18 be be AUX dad-11686 323 19 interpreted interpret VERB dad-11686 323 20 by by ADP dad-11686 323 21 using use VERB dad-11686 323 22 the the DET dad-11686 323 23 thresholds threshold NOUN dad-11686 323 24 e.g. e.g. ADV dad-11686 323 25 from from ADP dad-11686 323 26 evans evans PROPN dad-11686 323 27 ( ( PUNCT dad-11686 323 28 1996 1996 NUM dad-11686 323 29 ) ) PUNCT dad-11686 323 30 , , PUNCT dad-11686 323 31 i.e. i.e. X dad-11686 323 32 0.00−0.19 0.00−0.19 X dad-11686 323 33 “ " PUNCT dad-11686 323 34 very very ADV dad-11686 323 35 weak weak ADJ dad-11686 323 36 ” " PUNCT dad-11686 323 37 , , PUNCT dad-11686 323 38 0.20−0.39 0.20−0.39 NUM dad-11686 323 39 “ " PUNCT dad-11686 323 40 weak weak ADJ dad-11686 323 41 ” " PUNCT dad-11686 323 42 , , PUNCT dad-11686 323 43 0.40−0.59 0.40−0.59 NUM dad-11686 323 44 “ " PUNCT dad-11686 323 45 moderate moderate ADJ dad-11686 323 46 ” " PUNCT dad-11686 323 47 , , PUNCT dad-11686 323 48 0.60−0.79 0.60−0.79 PRON dad-11686 323 49 “ " PUNCT dad-11686 323 50 strong strong ADJ dad-11686 323 51 ” " PUNCT dad-11686 323 52 , , PUNCT dad-11686 323 53 and and CCONJ dad-11686 323 54 0.80−1.00 0.80−1.00 PUNCT dad-11686 323 55 “ " PUNCT dad-11686 323 56 very very ADV dad-11686 323 57 strong strong ADJ dad-11686 323 58 ” " PUNCT dad-11686 323 59 . . PUNCT dad-11686 324 1 15 15 NUM dad-11686 324 2 utku utku ADJ dad-11686 324 3 norman∗ norman∗ NOUN dad-11686 324 4 , , PUNCT dad-11686 324 5 tanvi tanvi NOUN dad-11686 324 6 dinkar∗ dinkar∗ NOUN dad-11686 324 7 , , PUNCT dad-11686 324 8 barbara barbara PROPN dad-11686 324 9 bruno bruno PROPN dad-11686 324 10 , , PUNCT dad-11686 324 11 and and CCONJ dad-11686 324 12 chloé chloé VERB dad-11686 324 13 clavel clavel NOUN dad-11686 324 14 0 0 NUM dad-11686 324 15 5 5 NUM dad-11686 324 16 10 10 NUM dad-11686 324 17 15 15 NUM dad-11686 324 18 20 20 NUM dad-11686 324 19 25 25 NUM dad-11686 324 20 30 30 NUM dad-11686 324 21 35 35 NUM dad-11686 324 22 establishment establishment NOUN dad-11686 324 23 time time NOUN dad-11686 324 24 ( ( PUNCT dad-11686 324 25 mins min NOUN dad-11686 324 26 ) ) PUNCT dad-11686 324 27 28 28 NUM dad-11686 324 28 17 17 NUM dad-11686 324 29 20 20 NUM dad-11686 324 30 11 11 NUM dad-11686 324 31 9 9 NUM dad-11686 324 32 47 47 NUM dad-11686 324 33 10 10 NUM dad-11686 324 34 8 8 NUM dad-11686 324 35 7 7 NUM dad-11686 324 36 18 18 NUM dad-11686 324 37 te te ADP dad-11686 324 38 am be AUX dad-11686 324 39 n n PRON dad-11686 324 40 o o NOUN dad-11686 324 41 learn learn VERB dad-11686 324 42 + + CCONJ dad-11686 325 1 + + PUNCT dad-11686 325 2 + + PUNCT dad-11686 325 3 + + NUM dad-11686 325 4 +191 +191 NOUN dad-11686 325 5 19132 19132 NUM dad-11686 325 6 36 36 NUM dad-11686 325 7 41 41 NUM dad-11686 325 8 41 41 NUM dad-11686 325 9 41 41 NUM dad-11686 325 10 3627 3627 NUM dad-11686 325 11 45 45 NUM dad-11686 325 12 41 41 NUM dad-11686 325 13 23 23 NUM dad-11686 325 14 50 50 NUM dad-11686 325 15 32 32 NUM dad-11686 325 16 23 23 NUM dad-11686 325 17 14 14 NUM dad-11686 325 18 32 32 NUM dad-11686 325 19 14 14 NUM dad-11686 325 20 27 27 NUM dad-11686 325 21 32 32 NUM dad-11686 325 22 14 14 NUM dad-11686 325 23 41 41 NUM dad-11686 325 24 14 14 NUM dad-11686 325 25 27 27 NUM dad-11686 325 26 50 50 NUM dad-11686 325 27 3241 3241 NUM dad-11686 325 28 36 36 NUM dad-11686 325 29 32 32 NUM dad-11686 325 30 36 36 NUM dad-11686 325 31 32 32 NUM dad-11686 325 32 27 27 NUM dad-11686 325 33 23 23 NUM dad-11686 325 34 5 5 NUM dad-11686 325 35 18 18 NUM dad-11686 325 36 14 14 NUM dad-11686 325 37 18 18 NUM dad-11686 325 38 9 9 NUM dad-11686 325 39 32 32 NUM dad-11686 325 40 68 68 NUM dad-11686 325 41 68 68 NUM dad-11686 325 42 23 23 NUM dad-11686 325 43 55 55 NUM dad-11686 325 44 18 18 NUM dad-11686 325 45 14 14 NUM dad-11686 325 46 14 14 NUM dad-11686 325 47 18 18 NUM dad-11686 325 48 18 18 NUM dad-11686 325 49 18 18 NUM dad-11686 325 50 23 23 NUM dad-11686 325 51 45 45 NUM dad-11686 325 52 191 191 NUM dad-11686 325 53 127 127 NUM dad-11686 325 54 64 64 NUM dad-11686 325 55 59 59 NUM dad-11686 325 56 45 45 NUM dad-11686 325 57 59 59 NUM dad-11686 325 58 32 32 NUM dad-11686 325 59 9 9 NUM dad-11686 325 60 41 41 NUM dad-11686 325 61 5 5 NUM dad-11686 325 62 14 14 NUM dad-11686 325 63 41 41 NUM dad-11686 325 64 32 32 NUM dad-11686 325 65 23 23 NUM dad-11686 325 66 5 5 NUM dad-11686 325 67 0 0 NUM dad-11686 325 68 45 45 NUM dad-11686 325 69 45 45 NUM dad-11686 325 70 18 18 NUM dad-11686 325 71 23 23 NUM dad-11686 325 72 41 41 NUM dad-11686 325 73 191 191 NUM dad-11686 325 74 109 109 NUM dad-11686 325 75 109 109 NUM dad-11686 325 76 0 0 NUM dad-11686 325 77 36 36 NUM dad-11686 325 78 27 27 NUM dad-11686 325 79 18 18 NUM dad-11686 325 80 5 5 NUM dad-11686 325 81 0 0 NUM dad-11686 325 82 23 23 NUM dad-11686 325 83 73 73 NUM dad-11686 325 84 14 14 NUM dad-11686 325 85 18 18 NUM dad-11686 325 86 27 27 NUM dad-11686 325 87 23 23 NUM dad-11686 325 88 18 18 NUM dad-11686 325 89 14 14 NUM dad-11686 325 90 3214 3214 NUM dad-11686 325 91 23 23 NUM dad-11686 325 92 we we PRON dad-11686 325 93 llpe llpe VERB dad-11686 325 94 rfo rfo PROPN dad-11686 325 95 rm rm PROPN dad-11686 325 96 in in ADP dad-11686 325 97 g g PROPN dad-11686 325 98 ( ( PUNCT dad-11686 325 99 in in ADP dad-11686 325 100 cr cr PROPN dad-11686 325 101 ea ea PROPN dad-11686 325 102 sin sin VERB dad-11686 325 103 g g PROPN dad-11686 325 104 er er INTJ dad-11686 325 105 ro ro X dad-11686 325 106 r r NOUN dad-11686 325 107 ) ) PUNCT dad-11686 325 108 ba ba PROPN dad-11686 325 109 dl dl PROPN dad-11686 325 110 ype ype PROPN dad-11686 325 111 rfo rfo PROPN dad-11686 325 112 rm rm PROPN dad-11686 325 113 in in ADP dad-11686 325 114 g g PROPN dad-11686 325 115 ( ( PUNCT dad-11686 325 116 in in ADP dad-11686 325 117 cr cr PROPN dad-11686 325 118 ea ea PROPN dad-11686 325 119 sin sin VERB dad-11686 325 120 g g PROPN dad-11686 325 121 er er INTJ dad-11686 325 122 ro ro X dad-11686 325 123 r r NOUN dad-11686 325 124 ) ) PUNCT dad-11686 325 125 figure figure NOUN dad-11686 325 126 5 5 NUM dad-11686 325 127 : : PUNCT dad-11686 325 128 the the DET dad-11686 325 129 team team NOUN dad-11686 325 130 ’s ’s PART dad-11686 325 131 establishment establishment NOUN dad-11686 325 132 times time NOUN dad-11686 325 133 for for ADP dad-11686 325 134 h1.1 h1.1 NOUN dad-11686 325 135 . . PUNCT dad-11686 326 1 the the DET dad-11686 326 2 teams team NOUN dad-11686 326 3 are be AUX dad-11686 326 4 sorted sort VERB dad-11686 326 5 by by ADP dad-11686 326 6 decreasing decrease VERB dad-11686 326 7 task task NOUN dad-11686 326 8 performance performance NOUN dad-11686 326 9 ( ( PUNCT dad-11686 326 10 i.e. i.e. X dad-11686 326 11 increasing increase VERB dad-11686 326 12 error error NOUN dad-11686 326 13 ) ) PUNCT dad-11686 326 14 . . PUNCT dad-11686 327 1 teams team NOUN dad-11686 327 2 that that PRON dad-11686 327 3 have have VERB dad-11686 327 4 the the DET dad-11686 327 5 same same ADJ dad-11686 327 6 colour colour NOUN dad-11686 327 7 ( ( PUNCT dad-11686 327 8 such such ADJ dad-11686 327 9 as as ADP dad-11686 327 10 team team NOUN dad-11686 327 11 11 11 NUM dad-11686 327 12 and and CCONJ dad-11686 327 13 9 9 NUM dad-11686 327 14 ) ) PUNCT dad-11686 327 15 have have VERB dad-11686 327 16 the the DET dad-11686 327 17 same same ADJ dad-11686 327 18 error error NOUN dad-11686 327 19 , , PUNCT dad-11686 327 20 and and CCONJ dad-11686 327 21 are be AUX dad-11686 327 22 sorted sort VERB dad-11686 327 23 by by ADP dad-11686 327 24 increasing increase VERB dad-11686 327 25 duration duration NOUN dad-11686 327 26 for for ADP dad-11686 327 27 the the DET dad-11686 327 28 ties tie NOUN dad-11686 327 29 .. .. PUNCT dad-11686 328 1 the the DET dad-11686 328 2 thick thick ADJ dad-11686 328 3 , , PUNCT dad-11686 328 4 bold bold ADJ dad-11686 328 5 boxplots boxplot NOUN dad-11686 328 6 with with ADP dad-11686 328 7 whiskers whisker NOUN dad-11686 328 8 with with ADP dad-11686 328 9 maximum maximum ADJ dad-11686 328 10 1.5 1.5 NUM dad-11686 328 11 iqr iqr NOUN dad-11686 328 12 show show VERB dad-11686 328 13 the the DET dad-11686 328 14 distributions distribution NOUN dad-11686 328 15 of of ADP dad-11686 328 16 the the DET dad-11686 328 17 establishments establishment NOUN dad-11686 328 18 that that PRON dad-11686 328 19 occurred occur VERB dad-11686 328 20 in in ADP dad-11686 328 21 the the DET dad-11686 328 22 common common ADJ dad-11686 328 23 duration duration NOUN dad-11686 328 24 ( ( PUNCT dad-11686 328 25 i.e. i.e. X dad-11686 328 26 as as SCONJ dad-11686 328 27 marked mark VERB dad-11686 328 28 by by ADP dad-11686 328 29 the the DET dad-11686 328 30 dashed dash VERB dad-11686 328 31 green green ADJ dad-11686 328 32 line line NOUN dad-11686 328 33 ) ) PUNCT dad-11686 328 34 , , PUNCT dad-11686 328 35 while while SCONJ dad-11686 328 36 the the DET dad-11686 328 37 thin thin ADJ dad-11686 328 38 boxplots boxplot NOUN dad-11686 328 39 show show VERB dad-11686 328 40 the the DET dad-11686 328 41 distributions distribution NOUN dad-11686 328 42 through through ADP dad-11686 328 43 the the DET dad-11686 328 44 total total ADJ dad-11686 328 45 duration duration NOUN dad-11686 328 46 of of ADP dad-11686 328 47 interaction interaction NOUN dad-11686 328 48 . . PUNCT dad-11686 329 1 the the DET dad-11686 329 2 learning learn VERB dad-11686 329 3 outcome outcome NOUN dad-11686 329 4 of of ADP dad-11686 329 5 each each DET dad-11686 329 6 team team NOUN dad-11686 329 7 is be AUX dad-11686 329 8 indicated indicate VERB dad-11686 329 9 with with ADP dad-11686 329 10 a a DET dad-11686 329 11 plus plus ADJ dad-11686 329 12 ( ( PUNCT dad-11686 329 13 ‘ ' PUNCT dad-11686 329 14 + + NOUN dad-11686 329 15 ’ ' PUNCT dad-11686 329 16 ) ) PUNCT dad-11686 329 17 for for ADP dad-11686 329 18 learn learn VERB dad-11686 329 19 > > X dad-11686 329 20 0 0 NUM dad-11686 329 21 , , PUNCT dad-11686 329 22 or or CCONJ dad-11686 329 23 a a DET dad-11686 329 24 minus minus NOUN dad-11686 329 25 ( ( PUNCT dad-11686 329 26 ‘ ' PUNCT dad-11686 329 27 − − NOUN dad-11686 329 28 ’ ' PUNCT dad-11686 329 29 ) ) PUNCT dad-11686 329 30 otherwise otherwise ADV dad-11686 329 31 . . PUNCT dad-11686 330 1 solid solid ADJ dad-11686 330 2 lines line NOUN dad-11686 330 3 indicate indicate VERB dad-11686 330 4 the the DET dad-11686 330 5 end end NOUN dad-11686 330 6 of of ADP dad-11686 330 7 the the DET dad-11686 330 8 interaction interaction NOUN dad-11686 330 9 , , PUNCT dad-11686 330 10 by by ADP dad-11686 330 11 submitting submit VERB dad-11686 330 12 a a DET dad-11686 330 13 correct correct ADJ dad-11686 330 14 solution solution NOUN dad-11686 330 15 ( ( PUNCT dad-11686 330 16 in in ADP dad-11686 330 17 green green NOUN dad-11686 330 18 ) ) PUNCT dad-11686 330 19 or or CCONJ dad-11686 330 20 timing time VERB dad-11686 330 21 out out ADP dad-11686 330 22 ( ( PUNCT dad-11686 330 23 in in ADP dad-11686 330 24 red red NOUN dad-11686 330 25 ) ) PUNCT dad-11686 330 26 . . PUNCT dad-11686 331 1 the the DET dad-11686 331 2 thin thin ADJ dad-11686 331 3 blue blue ADJ dad-11686 331 4 lines line NOUN dad-11686 331 5 indicate indicate VERB dad-11686 331 6 submission submission NOUN dad-11686 331 7 of of ADP dad-11686 331 8 a a DET dad-11686 331 9 solution solution NOUN dad-11686 331 10 , , PUNCT dad-11686 331 11 with with ADP dad-11686 331 12 the the DET dad-11686 331 13 number number NOUN dad-11686 331 14 showing show VERB dad-11686 331 15 how how SCONJ dad-11686 331 16 far far ADV dad-11686 331 17 the the DET dad-11686 331 18 solution solution NOUN dad-11686 331 19 that that PRON dad-11686 331 20 was be AUX dad-11686 331 21 submitted submit VERB dad-11686 331 22 is be AUX dad-11686 331 23 from from ADP dad-11686 331 24 the the DET dad-11686 331 25 optimal optimal ADJ dad-11686 331 26 solution solution NOUN dad-11686 331 27 ( ( PUNCT dad-11686 331 28 e.g. e.g. ADV dad-11686 331 29 error error NOUN dad-11686 331 30 = = SYM dad-11686 331 31 0 0 NUM dad-11686 331 32 % % NOUN dad-11686 331 33 means mean VERB dad-11686 331 34 the the DET dad-11686 331 35 team team NOUN dad-11686 331 36 has have AUX dad-11686 331 37 found find VERB dad-11686 331 38 an an DET dad-11686 331 39 optimal optimal ADJ dad-11686 331 40 solution solution NOUN dad-11686 331 41 ) ) PUNCT dad-11686 331 42 . . PUNCT dad-11686 332 1 the the DET dad-11686 332 2 red red ADJ dad-11686 332 3 and and CCONJ dad-11686 332 4 blue blue ADJ dad-11686 332 5 dots dot NOUN dad-11686 332 6 indicate indicate VERB dad-11686 332 7 the the DET dad-11686 332 8 utterances utterance NOUN dad-11686 332 9 of of ADP dad-11686 332 10 the the DET dad-11686 332 11 interlocutors interlocutor NOUN dad-11686 332 12 , , PUNCT dad-11686 332 13 to to PART dad-11686 332 14 give give VERB dad-11686 332 15 an an DET dad-11686 332 16 idea idea NOUN dad-11686 332 17 of of ADP dad-11686 332 18 when when SCONJ dad-11686 332 19 the the DET dad-11686 332 20 interlocutors interlocutor NOUN dad-11686 332 21 are be AUX dad-11686 332 22 speaking speak VERB dad-11686 332 23 versus versus ADP dad-11686 332 24 when when SCONJ dad-11686 332 25 are be AUX dad-11686 332 26 their their PRON dad-11686 332 27 establishment establishment NOUN dad-11686 332 28 times time NOUN dad-11686 332 29 . . PUNCT dad-11686 333 1 16 16 NUM dad-11686 333 2 studying study VERB dad-11686 333 3 alignment alignment NOUN dad-11686 333 4 in in ADP dad-11686 333 5 a a DET dad-11686 333 6 collaborative collaborative ADJ dad-11686 333 7 learning learning NOUN dad-11686 333 8 activity activity NOUN dad-11686 333 9 via via ADP dad-11686 333 10 automatic automatic ADJ dad-11686 333 11 methods method NOUN dad-11686 333 12 0 0 NUM dad-11686 333 13 % % NOUN dad-11686 333 14 10 10 NUM dad-11686 333 15 % % NOUN dad-11686 333 16 20 20 NUM dad-11686 333 17 % % NOUN dad-11686 333 18 30 30 NUM dad-11686 333 19 % % NOUN dad-11686 333 20 40 40 NUM dad-11686 333 21 % % NOUN dad-11686 333 22 50 50 NUM dad-11686 333 23 % % NOUN dad-11686 333 24 60 60 NUM dad-11686 333 25 % % NOUN dad-11686 333 26 70 70 NUM dad-11686 333 27 % % NOUN dad-11686 333 28 80 80 NUM dad-11686 333 29 % % NOUN dad-11686 333 30 90 90 NUM dad-11686 333 31 % % NOUN dad-11686 333 32 100 100 NUM dad-11686 333 33 % % NOUN dad-11686 333 34 establishment establishment NOUN dad-11686 333 35 time time NOUN dad-11686 333 36 ( ( PUNCT dad-11686 333 37 % % NOUN dad-11686 333 38 ) ) PUNCT dad-11686 333 39 28 28 NUM dad-11686 333 40 17 17 NUM dad-11686 333 41 20 20 NUM dad-11686 333 42 11 11 NUM dad-11686 333 43 9 9 NUM dad-11686 333 44 47 47 NUM dad-11686 333 45 10 10 NUM dad-11686 333 46 8 8 NUM dad-11686 333 47 7 7 NUM dad-11686 333 48 18 18 NUM dad-11686 333 49 te te ADP dad-11686 333 50 am be AUX dad-11686 333 51 n n ADV dad-11686 333 52 o o NOUN dad-11686 333 53 191 191 NUM dad-11686 333 54 191 191 NUM dad-11686 333 55 32 32 NUM dad-11686 333 56 36 36 NUM dad-11686 333 57 41 41 NUM dad-11686 333 58 41 41 NUM dad-11686 333 59 41 41 NUM dad-11686 333 60 36 36 NUM dad-11686 333 61 27 27 NUM dad-11686 333 62 45 45 NUM dad-11686 333 63 41 41 NUM dad-11686 333 64 23 23 NUM dad-11686 333 65 50 50 NUM dad-11686 333 66 32 32 NUM dad-11686 333 67 23 23 NUM dad-11686 333 68 14 14 NUM dad-11686 333 69 32 32 NUM dad-11686 333 70 14 14 NUM dad-11686 333 71 27 27 NUM dad-11686 333 72 32 32 NUM dad-11686 333 73 14 14 NUM dad-11686 333 74 41 41 NUM dad-11686 333 75 14 14 NUM dad-11686 333 76 27 27 NUM dad-11686 333 77 50 50 NUM dad-11686 333 78 32 32 NUM dad-11686 333 79 41 41 NUM dad-11686 333 80 36 36 NUM dad-11686 333 81 32 32 NUM dad-11686 333 82 36 36 NUM dad-11686 333 83 32 32 NUM dad-11686 333 84 27 27 NUM dad-11686 333 85 23 23 NUM dad-11686 333 86 5 5 NUM dad-11686 333 87 18 18 NUM dad-11686 333 88 14 14 NUM dad-11686 333 89 18 18 NUM dad-11686 333 90 9 9 NUM dad-11686 333 91 32 32 NUM dad-11686 333 92 68 68 NUM dad-11686 333 93 68 68 NUM dad-11686 333 94 23 23 NUM dad-11686 333 95 55 55 NUM dad-11686 333 96 18 18 NUM dad-11686 333 97 14 14 NUM dad-11686 333 98 14 14 NUM dad-11686 333 99 18 18 NUM dad-11686 333 100 18 18 NUM dad-11686 333 101 18 18 NUM dad-11686 333 102 23 23 NUM dad-11686 333 103 45 45 NUM dad-11686 333 104 191 191 NUM dad-11686 333 105 127 127 NUM dad-11686 333 106 64 64 NUM dad-11686 333 107 59 59 NUM dad-11686 333 108 45 45 NUM dad-11686 333 109 59 59 NUM dad-11686 333 110 32 32 NUM dad-11686 333 111 9 9 NUM dad-11686 333 112 41 41 NUM dad-11686 333 113 5 5 NUM dad-11686 333 114 14 14 NUM dad-11686 333 115 41 41 NUM dad-11686 333 116 32 32 NUM dad-11686 333 117 23 23 NUM dad-11686 333 118 5 5 NUM dad-11686 333 119 0 0 NUM dad-11686 333 120 45 45 NUM dad-11686 333 121 45 45 NUM dad-11686 333 122 18 18 NUM dad-11686 333 123 23 23 NUM dad-11686 333 124 41 41 NUM dad-11686 333 125 191 191 NUM dad-11686 333 126 109 109 NUM dad-11686 333 127 109 109 NUM dad-11686 333 128 0 0 NUM dad-11686 333 129 36 36 NUM dad-11686 333 130 27 27 NUM dad-11686 333 131 18 18 NUM dad-11686 333 132 5 5 NUM dad-11686 333 133 0 0 NUM dad-11686 333 134 23 23 NUM dad-11686 333 135 73 73 NUM dad-11686 333 136 14 14 NUM dad-11686 333 137 18 18 NUM dad-11686 333 138 27 27 NUM dad-11686 333 139 23 23 NUM dad-11686 333 140 18 18 NUM dad-11686 333 141 14 14 NUM dad-11686 333 142 32 32 NUM dad-11686 333 143 14 14 NUM dad-11686 333 144 23 23 NUM dad-11686 333 145 we we PRON dad-11686 333 146 llpe llpe VERB dad-11686 333 147 rfo rfo PROPN dad-11686 333 148 rm rm PROPN dad-11686 333 149 in in ADP dad-11686 333 150 g g PROPN dad-11686 333 151 ba ba PROPN dad-11686 333 152 dl dl PROPN dad-11686 333 153 ype ype PROPN dad-11686 333 154 rfo rfo PROPN dad-11686 333 155 rm rm PROPN dad-11686 333 156 in in ADP dad-11686 333 157 g g PROPN dad-11686 333 158 ( ( PUNCT dad-11686 333 159 in in ADP dad-11686 333 160 cr cr PROPN dad-11686 333 161 ea ea PROPN dad-11686 333 162 sin sin VERB dad-11686 333 163 g g PROPN dad-11686 333 164 er er INTJ dad-11686 333 165 ro ro X dad-11686 333 166 r r NOUN dad-11686 333 167 ) ) PUNCT dad-11686 333 168 figure figure NOUN dad-11686 333 169 6 6 NUM dad-11686 333 170 : : PUNCT dad-11686 333 171 the the DET dad-11686 333 172 teams team NOUN dad-11686 333 173 ’ ’ PART dad-11686 333 174 establishment establishment NOUN dad-11686 333 175 times time NOUN dad-11686 333 176 as as SCONJ dad-11686 333 177 normalised normalise VERB dad-11686 333 178 by by ADP dad-11686 333 179 the the DET dad-11686 333 180 duration duration NOUN dad-11686 333 181 for for ADP dad-11686 333 182 each each DET dad-11686 333 183 team team NOUN dad-11686 333 184 separately separately ADV dad-11686 333 185 , , PUNCT dad-11686 333 186 i.e. i.e. X dad-11686 333 187 100 100 NUM dad-11686 333 188 % % NOUN dad-11686 333 189 indicates indicate VERB dad-11686 333 190 the the DET dad-11686 333 191 end end NOUN dad-11686 333 192 of of ADP dad-11686 333 193 that that DET dad-11686 333 194 team team NOUN dad-11686 333 195 ’s ’s PART dad-11686 333 196 interaction interaction NOUN dad-11686 333 197 . . PUNCT dad-11686 334 1 sorting sort VERB dad-11686 334 2 is be AUX dad-11686 334 3 as as ADP dad-11686 334 4 in in ADP dad-11686 334 5 fig fig NOUN dad-11686 334 6 . . PUNCT dad-11686 335 1 5 5 NUM dad-11686 335 2 . . SYM dad-11686 335 3 17 17 NUM dad-11686 335 4 utku utku ADJ dad-11686 335 5 norman∗ norman∗ NOUN dad-11686 335 6 , , PUNCT dad-11686 335 7 tanvi tanvi NOUN dad-11686 335 8 dinkar∗ dinkar∗ NOUN dad-11686 335 9 , , PUNCT dad-11686 335 10 barbara barbara PROPN dad-11686 335 11 bruno bruno PROPN dad-11686 335 12 , , PUNCT dad-11686 335 13 and and CCONJ dad-11686 335 14 chloé chloé VERB dad-11686 335 15 clavel clavel NOUN dad-11686 335 16 well well ADV dad-11686 335 17 have have VERB dad-11686 335 18 a a DET dad-11686 335 19 greater great ADJ dad-11686 335 20 number number NOUN dad-11686 335 21 of of ADP dad-11686 335 22 attempts attempt NOUN dad-11686 335 23 submitted submit VERB dad-11686 335 24 after after ADP dad-11686 335 25 their their PRON dad-11686 335 26 collaborative collaborative ADJ dad-11686 335 27 period period NOUN dad-11686 335 28 ( ( PUNCT dad-11686 335 29 teams team NOUN dad-11686 335 30 9 9 NUM dad-11686 335 31 , , PUNCT dad-11686 335 32 7 7 NUM dad-11686 335 33 , , PUNCT dad-11686 335 34 8 8 NUM dad-11686 335 35 , , PUNCT dad-11686 335 36 10 10 NUM dad-11686 335 37 , , PUNCT dad-11686 335 38 47 47 NUM dad-11686 335 39 ) ) PUNCT dad-11686 335 40 . . PUNCT dad-11686 336 1 their their PRON dad-11686 336 2 submission submission NOUN dad-11686 336 3 pattern pattern NOUN dad-11686 336 4 of of ADP dad-11686 336 5 attempts attempt NOUN dad-11686 336 6 indicate indicate VERB dad-11686 336 7 a a DET dad-11686 336 8 “ " PUNCT dad-11686 336 9 trial trial NOUN dad-11686 336 10 - - PUNCT dad-11686 336 11 and and CCONJ dad-11686 336 12 - - PUNCT dad-11686 336 13 error error NOUN dad-11686 336 14 ” " PUNCT dad-11686 336 15 strategy strategy NOUN dad-11686 336 16 on on ADP dad-11686 336 17 how how SCONJ dad-11686 336 18 to to PART dad-11686 336 19 solve solve VERB dad-11686 336 20 the the DET dad-11686 336 21 task task NOUN dad-11686 336 22 , , PUNCT dad-11686 336 23 for for ADP dad-11686 336 24 example example NOUN dad-11686 336 25 , , PUNCT dad-11686 336 26 teams team NOUN dad-11686 336 27 8 8 NUM dad-11686 336 28 and and CCONJ dad-11686 336 29 9 9 NUM dad-11686 336 30 increasing increase VERB dad-11686 336 31 their their PRON dad-11686 336 32 submissions submission NOUN dad-11686 336 33 after after ADP dad-11686 336 34 their their PRON dad-11686 336 35 collaborative collaborative ADJ dad-11686 336 36 period period NOUN dad-11686 336 37 , , PUNCT dad-11686 336 38 or or CCONJ dad-11686 336 39 teams team NOUN dad-11686 336 40 7 7 NUM dad-11686 336 41 , , PUNCT dad-11686 336 42 10 10 NUM dad-11686 336 43 and and CCONJ dad-11686 336 44 47 47 NUM dad-11686 336 45 submitting submit VERB dad-11686 336 46 throughout throughout ADV dad-11686 336 47 . . PUNCT dad-11686 337 1 lastly lastly ADV dad-11686 337 2 , , PUNCT dad-11686 337 3 we we PRON dad-11686 337 4 would would AUX dad-11686 337 5 like like VERB dad-11686 337 6 to to PART dad-11686 337 7 compare compare VERB dad-11686 337 8 the the DET dad-11686 337 9 team team NOUN dad-11686 337 10 that that PRON dad-11686 337 11 had have VERB dad-11686 337 12 the the DET dad-11686 337 13 most most ADJ dad-11686 337 14 task task NOUN dad-11686 337 15 success success NOUN dad-11686 337 16 ( ( PUNCT dad-11686 337 17 team team NOUN dad-11686 337 18 17 17 NUM dad-11686 337 19 , , PUNCT dad-11686 337 20 with with ADP dad-11686 337 21 positive positive ADJ dad-11686 337 22 performance performance NOUN dad-11686 337 23 and and CCONJ dad-11686 337 24 learning learn VERB dad-11686 337 25 gains gain NOUN dad-11686 337 26 ) ) PUNCT dad-11686 337 27 with with ADP dad-11686 337 28 the the DET dad-11686 337 29 team team NOUN dad-11686 337 30 that that PRON dad-11686 337 31 had have VERB dad-11686 337 32 the the DET dad-11686 337 33 lowest low ADJ dad-11686 337 34 task task NOUN dad-11686 337 35 success success NOUN dad-11686 337 36 ( ( PUNCT dad-11686 337 37 team team NOUN dad-11686 337 38 18 18 NUM dad-11686 337 39 ) ) PUNCT dad-11686 337 40 . . PUNCT dad-11686 338 1 the the DET dad-11686 338 2 two two NUM dad-11686 338 3 teams team NOUN dad-11686 338 4 have have AUX dad-11686 338 5 established establish VERB dad-11686 338 6 routines routine NOUN dad-11686 338 7 later later ADV dad-11686 338 8 in in ADP dad-11686 338 9 their their PRON dad-11686 338 10 dialogue dialogue NOUN dad-11686 338 11 : : PUNCT dad-11686 338 12 team team NOUN dad-11686 338 13 17 17 NUM dad-11686 338 14 that that PRON dad-11686 338 15 found find VERB dad-11686 338 16 a a DET dad-11686 338 17 correct correct ADJ dad-11686 338 18 solution solution NOUN dad-11686 338 19 , , PUNCT dad-11686 338 20 and and CCONJ dad-11686 338 21 team team NOUN dad-11686 338 22 18 18 NUM dad-11686 338 23 that that PRON dad-11686 338 24 could could AUX dad-11686 338 25 not not PART dad-11686 338 26 ( ( PUNCT dad-11686 338 27 their their PRON dad-11686 338 28 median median ADJ dad-11686 338 29 establishment establishment NOUN dad-11686 338 30 times time NOUN dad-11686 338 31 are be AUX dad-11686 338 32 around around ADV dad-11686 338 33 70 70 NUM dad-11686 338 34 % % NOUN dad-11686 338 35 ) ) PUNCT dad-11686 338 36 . . PUNCT dad-11686 339 1 yet yet ADV dad-11686 339 2 , , PUNCT dad-11686 339 3 17 17 NUM dad-11686 339 4 had have VERB dad-11686 339 5 a a DET dad-11686 339 6 focused focused ADJ dad-11686 339 7 establishment establishment NOUN dad-11686 339 8 period period NOUN dad-11686 339 9 ( ( PUNCT dad-11686 339 10 with with ADP dad-11686 339 11 a a DET dad-11686 339 12 smaller small ADJ dad-11686 339 13 iqr iqr NOUN dad-11686 339 14 = = SYM dad-11686 339 15 18 18 NUM dad-11686 339 16 % % NOUN dad-11686 339 17 vs. vs. ADP dad-11686 339 18 30 30 NUM dad-11686 339 19 % % NOUN dad-11686 339 20 of of ADP dad-11686 339 21 the the DET dad-11686 339 22 time time NOUN dad-11686 339 23 , , PUNCT dad-11686 339 24 respectively respectively ADV dad-11686 339 25 , , PUNCT dad-11686 339 26 see see VERB dad-11686 339 27 fig fig NOUN dad-11686 339 28 . . PUNCT dad-11686 340 1 6 6 NUM dad-11686 340 2 ) ) PUNCT dad-11686 340 3 . . PUNCT dad-11686 341 1 we we PRON dad-11686 341 2 interpret interpret VERB dad-11686 341 3 that that DET dad-11686 341 4 team team NOUN dad-11686 341 5 17 17 NUM dad-11686 341 6 was be AUX dad-11686 341 7 able able ADJ dad-11686 341 8 to to PART dad-11686 341 9 turn turn VERB dad-11686 341 10 it it PRON dad-11686 341 11 around around ADV dad-11686 341 12 and and CCONJ dad-11686 341 13 find find VERB dad-11686 341 14 a a DET dad-11686 341 15 correct correct ADJ dad-11686 341 16 solution solution NOUN dad-11686 341 17 , , PUNCT dad-11686 341 18 while while SCONJ dad-11686 341 19 team team NOUN dad-11686 341 20 18 18 NUM dad-11686 341 21 did do VERB dad-11686 341 22 not not PART dad-11686 341 23 ; ; PUNCT dad-11686 341 24 ending end VERB dad-11686 341 25 up up ADP dad-11686 341 26 as as ADP dad-11686 341 27 the the DET dad-11686 341 28 worst bad ADJ dad-11686 341 29 performing perform VERB dad-11686 341 30 team team NOUN dad-11686 341 31 . . PUNCT dad-11686 342 1 17 17 NUM dad-11686 342 2 has have VERB dad-11686 342 3 positive positive ADJ dad-11686 342 4 learning learning NOUN dad-11686 342 5 gain gain NOUN dad-11686 342 6 ( ( PUNCT dad-11686 342 7 learn learn VERB dad-11686 342 8 = = PUNCT dad-11686 342 9 25 25 NUM dad-11686 342 10 % % NOUN dad-11686 342 11 ) ) PUNCT dad-11686 342 12 , , PUNCT dad-11686 342 13 while while SCONJ dad-11686 342 14 it it PRON dad-11686 342 15 is be AUX dad-11686 342 16 negative negative ADJ dad-11686 342 17 for for ADP dad-11686 342 18 team team NOUN dad-11686 342 19 18 18 NUM dad-11686 342 20 ( ( PUNCT dad-11686 342 21 learn learn VERB dad-11686 342 22 = = PUNCT dad-11686 342 23 −56 −56 NUM dad-11686 342 24 % % NOUN dad-11686 342 25 , , PUNCT dad-11686 342 26 the the DET dad-11686 342 27 highest high ADJ dad-11686 342 28 decrease decrease NOUN dad-11686 342 29 among among ADP dad-11686 342 30 the the DET dad-11686 342 31 transcribed transcribe VERB dad-11686 342 32 teams team NOUN dad-11686 342 33 , , PUNCT dad-11686 342 34 see see VERB dad-11686 342 35 fig fig NOUN dad-11686 342 36 . . PUNCT dad-11686 343 1 3 3 NUM dad-11686 343 2 ) ) PUNCT dad-11686 343 3 . . PUNCT dad-11686 344 1 while while SCONJ dad-11686 344 2 bad bad ADJ dad-11686 344 3 performance performance NOUN dad-11686 344 4 could could AUX dad-11686 344 5 be be AUX dad-11686 344 6 reflected reflect VERB dad-11686 344 7 through through ADP dad-11686 344 8 a a DET dad-11686 344 9 collaborative collaborative ADJ dad-11686 344 10 period period NOUN dad-11686 344 11 starting start VERB dad-11686 344 12 later later ADV dad-11686 344 13 in in ADP dad-11686 344 14 their their PRON dad-11686 344 15 dialogue dialogue NOUN dad-11686 344 16 ( ( PUNCT dad-11686 344 17 such such ADJ dad-11686 344 18 as as ADP dad-11686 344 19 team team NOUN dad-11686 344 20 18 18 NUM dad-11686 344 21 ; ; PUNCT dad-11686 344 22 with with ADP dad-11686 344 23 later later ADJ dad-11686 344 24 establishment establishment NOUN dad-11686 344 25 , , PUNCT dad-11686 344 26 and and CCONJ dad-11686 344 27 not not PART dad-11686 344 28 finding find VERB dad-11686 344 29 a a DET dad-11686 344 30 solution solution NOUN dad-11686 344 31 in in ADP dad-11686 344 32 time time NOUN dad-11686 344 33 ) ) PUNCT dad-11686 344 34 , , PUNCT dad-11686 344 35 team team NOUN dad-11686 344 36 17 17 NUM dad-11686 344 37 shows show VERB dad-11686 344 38 that that SCONJ dad-11686 344 39 there there PRON dad-11686 344 40 are be VERB dad-11686 344 41 exceptions exception NOUN dad-11686 344 42 to to ADP dad-11686 344 43 this this PRON dad-11686 344 44 . . PUNCT dad-11686 345 1 team team NOUN dad-11686 345 2 18 18 NUM dad-11686 345 3 also also ADV dad-11686 345 4 possibly possibly ADV dad-11686 345 5 got get AUX dad-11686 345 6 confused confuse VERB dad-11686 345 7 , , PUNCT dad-11686 345 8 reflected reflect VERB dad-11686 345 9 in in ADP dad-11686 345 10 the the DET dad-11686 345 11 high high ADJ dad-11686 345 12 and and CCONJ dad-11686 345 13 negative negative ADJ dad-11686 345 14 learn learn NOUN dad-11686 345 15 . . PUNCT dad-11686 346 1 synopsis synopsis NOUN dad-11686 346 2 overall overall ADV dad-11686 346 3 , , PUNCT dad-11686 346 4 the the DET dad-11686 346 5 results result NOUN dad-11686 346 6 support support VERB dad-11686 346 7 h1.1 h1.1 NOUN dad-11686 346 8 for for ADP dad-11686 346 9 task task NOUN dad-11686 346 10 performance performance NOUN dad-11686 346 11 , , PUNCT dad-11686 346 12 while while SCONJ dad-11686 346 13 they they PRON dad-11686 346 14 are be AUX dad-11686 346 15 inconclusive inconclusive ADJ dad-11686 346 16 for for ADP dad-11686 346 17 learning learn VERB dad-11686 346 18 outcomes outcome NOUN dad-11686 346 19 . . PUNCT dad-11686 347 1 surprisingly surprisingly ADV dad-11686 347 2 , , PUNCT dad-11686 347 3 we we PRON dad-11686 347 4 see see VERB dad-11686 347 5 that that SCONJ dad-11686 347 6 all all DET dad-11686 347 7 teams team NOUN dad-11686 347 8 , , PUNCT dad-11686 347 9 regardless regardless ADV dad-11686 347 10 of of ADP dad-11686 347 11 task task NOUN dad-11686 347 12 success success NOUN dad-11686 347 13 , , PUNCT dad-11686 347 14 are be AUX dad-11686 347 15 ( ( PUNCT dad-11686 347 16 lexically lexically ADV dad-11686 347 17 ) ) PUNCT dad-11686 347 18 aligned align VERB dad-11686 347 19 to to ADP dad-11686 347 20 some some DET dad-11686 347 21 degree degree NOUN dad-11686 347 22 . . PUNCT dad-11686 348 1 thus thus ADV dad-11686 348 2 , , PUNCT dad-11686 348 3 inspecting inspect VERB dad-11686 348 4 the the DET dad-11686 348 5 distributions distribution NOUN dad-11686 348 6 of of ADP dad-11686 348 7 the the DET dad-11686 348 8 establishment establishment NOUN dad-11686 348 9 times time NOUN dad-11686 348 10 together together ADV dad-11686 348 11 with with ADP dad-11686 348 12 their their PRON dad-11686 348 13 proposed propose VERB dad-11686 348 14 solutions solution NOUN dad-11686 348 15 gave give VERB dad-11686 348 16 further further ADJ dad-11686 348 17 insight insight NOUN dad-11686 348 18 into into ADP dad-11686 348 19 the the DET dad-11686 348 20 collaboration collaboration NOUN dad-11686 348 21 processes process NOUN dad-11686 348 22 , , PUNCT dad-11686 348 23 specifically specifically ADV dad-11686 348 24 revealing reveal VERB dad-11686 348 25 a a DET dad-11686 348 26 “ " PUNCT dad-11686 348 27 collaborative collaborative ADJ dad-11686 348 28 period period NOUN dad-11686 348 29 ” " PUNCT dad-11686 348 30 that that PRON dad-11686 348 31 most most ADJ dad-11686 348 32 of of ADP dad-11686 348 33 the the DET dad-11686 348 34 teams team NOUN dad-11686 348 35 came come VERB dad-11686 348 36 up up ADP dad-11686 348 37 with with ADP dad-11686 348 38 their their PRON dad-11686 348 39 best good ADJ dad-11686 348 40 solutions solution NOUN dad-11686 348 41 . . PUNCT dad-11686 349 1 we we PRON dad-11686 349 2 believe believe VERB dad-11686 349 3 that that SCONJ dad-11686 349 4 this this PRON dad-11686 349 5 captures capture VERB dad-11686 349 6 some some DET dad-11686 349 7 local local ADJ dad-11686 349 8 level level NOUN dad-11686 349 9 alignment alignment NOUN dad-11686 349 10 patterns pattern NOUN dad-11686 349 11 that that PRON dad-11686 349 12 might might AUX dad-11686 349 13 have have AUX dad-11686 349 14 otherwise otherwise ADV dad-11686 349 15 been be AUX dad-11686 349 16 overlooked overlook VERB dad-11686 349 17 when when SCONJ dad-11686 349 18 only only ADV dad-11686 349 19 considering consider VERB dad-11686 349 20 dialogue dialogue NOUN dad-11686 349 21 level level NOUN dad-11686 349 22 task task NOUN dad-11686 349 23 success success NOUN dad-11686 349 24 . . PUNCT dad-11686 350 1 5.2 5.2 NUM dad-11686 350 2 experiment experiment NOUN dad-11686 350 3 2 2 NUM dad-11686 350 4 : : PUNCT dad-11686 350 5 studying study VERB dad-11686 350 6 hesitation hesitation NOUN dad-11686 350 7 phenomena phenomenon NOUN dad-11686 350 8 surrounding surround VERB dad-11686 350 9 lexical lexical ADJ dad-11686 350 10 alignment alignment NOUN dad-11686 350 11 and and CCONJ dad-11686 350 12 its its PRON dad-11686 350 13 association association NOUN dad-11686 350 14 with with ADP dad-11686 350 15 task task NOUN dad-11686 350 16 success success NOUN dad-11686 350 17 ( ( PUNCT dad-11686 350 18 h1.2 h1.2 PROPN dad-11686 350 19 ) ) PUNCT dad-11686 350 20 5.2.1 5.2.1 NUM dad-11686 350 21 methodology methodology NOUN dad-11686 350 22 to to PART dad-11686 350 23 measure measure VERB dad-11686 350 24 hesitation hesitation NOUN dad-11686 350 25 phenomena phenomenon NOUN dad-11686 350 26 , , PUNCT dad-11686 350 27 we we PRON dad-11686 350 28 choose choose VERB dad-11686 350 29 fillers filler NOUN dad-11686 350 30 ( ( PUNCT dad-11686 350 31 in in ADP dad-11686 350 32 particular particular ADJ dad-11686 350 33 “ " PUNCT dad-11686 350 34 uh uh INTJ dad-11686 350 35 ” " PUNCT dad-11686 350 36 and and CCONJ dad-11686 350 37 “ " PUNCT dad-11686 350 38 um um INTJ dad-11686 350 39 ” " PUNCT dad-11686 350 40 ) ) PUNCT dad-11686 350 41 specifically specifically ADV dad-11686 350 42 due due ADP dad-11686 350 43 to to ADP dad-11686 350 44 their their PRON dad-11686 350 45 many many ADJ dad-11686 350 46 links link NOUN dad-11686 350 47 with with ADP dad-11686 350 48 the the DET dad-11686 350 49 uncertainty uncertainty NOUN dad-11686 350 50 of of ADP dad-11686 350 51 the the DET dad-11686 350 52 interlocutor interlocutor NOUN dad-11686 350 53 , , PUNCT dad-11686 350 54 be be AUX dad-11686 350 55 it it PRON dad-11686 350 56 by by ADP dad-11686 350 57 simple simple ADJ dad-11686 350 58 hesitation hesitation NOUN dad-11686 350 59 ( ( PUNCT dad-11686 350 60 pickett pickett PROPN dad-11686 350 61 , , PUNCT dad-11686 350 62 2018 2018 NUM dad-11686 350 63 ) ) PUNCT dad-11686 350 64 , , PUNCT dad-11686 350 65 deeper deep ADJ dad-11686 350 66 meanings meaning NOUN dad-11686 350 67 of of ADP dad-11686 350 68 a a DET dad-11686 350 69 speaker speaker NOUN dad-11686 350 70 ’s ’s PART dad-11686 350 71 feeling feeling NOUN dad-11686 350 72 of of ADP dad-11686 350 73 how how SCONJ dad-11686 350 74 knowledgeable knowledgeable ADJ dad-11686 350 75 they they PRON dad-11686 350 76 are be AUX dad-11686 350 77 ( ( PUNCT dad-11686 350 78 smith smith NOUN dad-11686 350 79 and and CCONJ dad-11686 350 80 clark clark PROPN dad-11686 350 81 , , PUNCT dad-11686 350 82 1993 1993 NUM dad-11686 350 83 ) ) PUNCT dad-11686 350 84 , , PUNCT dad-11686 350 85 or or CCONJ dad-11686 350 86 even even ADV dad-11686 350 87 the the DET dad-11686 350 88 listener listener NOUN dad-11686 350 89 ’s ’s PART dad-11686 350 90 impression impression NOUN dad-11686 350 91 of of ADP dad-11686 350 92 how how SCONJ dad-11686 350 93 knowledgeable knowledgeable ADJ dad-11686 350 94 is be AUX dad-11686 350 95 the the DET dad-11686 350 96 speaker speaker NOUN dad-11686 350 97 ( ( PUNCT dad-11686 350 98 brennan brennan PROPN dad-11686 350 99 and and CCONJ dad-11686 350 100 williams williams PROPN dad-11686 350 101 , , PUNCT dad-11686 350 102 1995 1995 NUM dad-11686 350 103 ) ) PUNCT dad-11686 350 104 . . PUNCT dad-11686 351 1 fillers filler NOUN dad-11686 351 2 can can AUX dad-11686 351 3 thus thus ADV dad-11686 351 4 be be AUX dad-11686 351 5 used use VERB dad-11686 351 6 by by ADP dad-11686 351 7 the the DET dad-11686 351 8 interlocutor interlocutor NOUN dad-11686 351 9 to to PART dad-11686 351 10 inform inform VERB dad-11686 351 11 the the DET dad-11686 351 12 listener listener NOUN dad-11686 351 13 about about ADP dad-11686 351 14 upcoming upcoming ADJ dad-11686 351 15 new new ADJ dad-11686 351 16 information information NOUN dad-11686 351 17 , , PUNCT dad-11686 351 18 or or CCONJ dad-11686 351 19 even even ADV dad-11686 351 20 production production NOUN dad-11686 351 21 difficulties difficulty NOUN dad-11686 351 22 that that PRON dad-11686 351 23 they they PRON dad-11686 351 24 are be AUX dad-11686 351 25 facing face VERB dad-11686 351 26 . . PUNCT dad-11686 352 1 particular particular ADJ dad-11686 352 2 to to ADP dad-11686 352 3 the the DET dad-11686 352 4 establishment establishment NOUN dad-11686 352 5 of of ADP dad-11686 352 6 referring refer VERB dad-11686 352 7 expressions expression NOUN dad-11686 352 8 , , PUNCT dad-11686 352 9 research research NOUN dad-11686 352 10 has have AUX dad-11686 352 11 shown show VERB dad-11686 352 12 that that DET dad-11686 352 13 disfluency disfluency NOUN dad-11686 352 14 ( ( PUNCT dad-11686 352 15 studied study VERB dad-11686 352 16 with with ADP dad-11686 352 17 the the DET dad-11686 352 18 filler filler NOUN dad-11686 352 19 “ " PUNCT dad-11686 352 20 uh uh INTJ dad-11686 352 21 ” " PUNCT dad-11686 352 22 ) ) PUNCT dad-11686 352 23 biases bias VERB dad-11686 352 24 listeners listener NOUN dad-11686 352 25 towards towards ADP dad-11686 352 26 new new ADJ dad-11686 352 27 referents referent NOUN dad-11686 352 28 ( ( PUNCT dad-11686 352 29 arnold arnold PROPN dad-11686 352 30 et et PROPN dad-11686 352 31 al al PROPN dad-11686 352 32 . . PROPN dad-11686 352 33 , , PUNCT dad-11686 352 34 2004 2004 NUM dad-11686 352 35 ) ) PUNCT dad-11686 352 36 rather rather ADV dad-11686 352 37 than than ADP dad-11686 352 38 ones one NOUN dad-11686 352 39 already already ADV dad-11686 352 40 introduced introduce VERB dad-11686 352 41 into into ADP dad-11686 352 42 the the DET dad-11686 352 43 discourse discourse NOUN dad-11686 352 44 , , PUNCT dad-11686 352 45 and and CCONJ dad-11686 352 46 helps help VERB dad-11686 352 47 listeners listener NOUN dad-11686 352 48 resolve resolve VERB dad-11686 352 49 reference reference NOUN dad-11686 352 50 ambiguities ambiguity NOUN dad-11686 352 51 ( ( PUNCT dad-11686 352 52 arnold arnold PROPN dad-11686 352 53 et et PROPN dad-11686 352 54 al al PROPN dad-11686 352 55 . . PROPN dad-11686 352 56 , , PUNCT dad-11686 352 57 2007 2007 NUM dad-11686 352 58 ) ) PUNCT dad-11686 352 59 . . PUNCT dad-11686 353 1 to to PART dad-11686 353 2 investigate investigate VERB dad-11686 353 3 h1.2 h1.2 PROPN dad-11686 353 4 , , PUNCT dad-11686 353 5 we we PRON dad-11686 353 6 inspect inspect VERB dad-11686 353 7 the the DET dad-11686 353 8 distribution distribution NOUN dad-11686 353 9 of of ADP dad-11686 353 10 filler filler NOUN dad-11686 353 11 times time NOUN dad-11686 353 12 , , PUNCT dad-11686 353 13 in in ADP dad-11686 353 14 relation relation NOUN dad-11686 353 15 to to ADP dad-11686 353 16 the the DET dad-11686 353 17 i i PROPN dad-11686 353 18 ) ) PUNCT dad-11686 353 19 establishment establishment NOUN dad-11686 353 20 and and CCONJ dad-11686 353 21 ii ii NOUN dad-11686 353 22 ) ) PUNCT dad-11686 353 23 priming priming NOUN dad-11686 353 24 times time NOUN dad-11686 353 25 of of ADP dad-11686 353 26 routine routine ADJ dad-11686 353 27 expressions expression NOUN dad-11686 353 28 . . PUNCT dad-11686 354 1 this this PRON dad-11686 354 2 considers consider VERB dad-11686 354 3 when when SCONJ dad-11686 354 4 a a DET dad-11686 354 5 speaker speaker NOUN dad-11686 354 6 introduces introduce VERB dad-11686 354 7 a a DET dad-11686 354 8 new new ADJ dad-11686 354 9 taskspecific taskspecific NOUN dad-11686 354 10 referent referent NOUN dad-11686 354 11 into into ADP dad-11686 354 12 the the DET dad-11686 354 13 dialogue dialogue NOUN dad-11686 354 14 , , PUNCT dad-11686 354 15 and and CCONJ dad-11686 354 16 when when SCONJ dad-11686 354 17 the the DET dad-11686 354 18 listener listener NOUN dad-11686 354 19 makes make VERB dad-11686 354 20 this this DET dad-11686 354 21 expression expression NOUN dad-11686 354 22 routine routine NOUN dad-11686 354 23 for for ADP dad-11686 354 24 the the DET dad-11686 354 25 first first ADJ dad-11686 354 26 time time NOUN dad-11686 354 27 . . PUNCT dad-11686 355 1 in in ADP dad-11686 355 2 particular particular ADJ dad-11686 355 3 , , PUNCT dad-11686 355 4 we we PRON dad-11686 355 5 note note VERB dad-11686 355 6 the the DET dad-11686 355 7 order order NOUN dad-11686 355 8 of of ADP dad-11686 355 9 the the DET dad-11686 355 10 tokens token NOUN dad-11686 355 11 in in ADP dad-11686 355 12 the the DET dad-11686 355 13 dialogue dialogue NOUN dad-11686 355 14 for for ADP dad-11686 355 15 the the DET dad-11686 355 16 filler filler NOUN dad-11686 355 17 positions position NOUN dad-11686 355 18 and and CCONJ dad-11686 355 19 the the DET dad-11686 355 20 first first ADJ dad-11686 355 21 token token NOUN dad-11686 355 22 of of ADP dad-11686 355 23 the the DET dad-11686 355 24 priming prime VERB dad-11686 355 25 / / SYM dad-11686 355 26 establishment establishment NOUN dad-11686 355 27 instance instance NOUN dad-11686 355 28 . . PUNCT dad-11686 356 1 then then ADV dad-11686 356 2 , , PUNCT dad-11686 356 3 we we PRON dad-11686 356 4 check check VERB dad-11686 356 5 whether whether SCONJ dad-11686 356 6 the the DET dad-11686 356 7 distributions distribution NOUN dad-11686 356 8 of of ADP dad-11686 356 9 filler filler NOUN dad-11686 356 10 times time NOUN dad-11686 356 11 ( ( PUNCT dad-11686 356 12 by by ADP dad-11686 356 13 its its PRON dad-11686 356 14 token token ADJ dad-11686 356 15 position position NOUN dad-11686 356 16 ) ) PUNCT dad-11686 356 17 with with ADP dad-11686 356 18 establishment establishment NOUN dad-11686 356 19 times time NOUN dad-11686 356 20 and and CCONJ dad-11686 356 21 priming priming NOUN dad-11686 356 22 times time NOUN dad-11686 356 23 are be AUX dad-11686 356 24 significantly significantly ADV dad-11686 356 25 different different ADJ dad-11686 356 26 ( ( PUNCT dad-11686 356 27 by by ADP dad-11686 356 28 its its PRON dad-11686 356 29 first first ADJ dad-11686 356 30 token token PROPN dad-11686 356 31 ’s ’s PART dad-11686 356 32 position position NOUN dad-11686 356 33 ) ) PUNCT dad-11686 356 34 , , PUNCT dad-11686 356 35 by by ADP dad-11686 356 36 utilising utilise VERB dad-11686 356 37 a a DET dad-11686 356 38 mann mann PROPN dad-11686 356 39 - - PUNCT dad-11686 356 40 whitney whitney PROPN dad-11686 356 41 u u PROPN dad-11686 356 42 test test NOUN dad-11686 356 43 , , PUNCT dad-11686 356 44 and and CCONJ dad-11686 356 45 estimate estimate VERB dad-11686 356 46 the the DET dad-11686 356 47 effect effect NOUN dad-11686 356 48 size size NOUN dad-11686 356 49 by by ADP dad-11686 356 50 18 18 NUM dad-11686 356 51 studying study VERB dad-11686 356 52 alignment alignment NOUN dad-11686 356 53 in in ADP dad-11686 356 54 a a DET dad-11686 356 55 collaborative collaborative ADJ dad-11686 356 56 learning learning NOUN dad-11686 356 57 activity activity NOUN dad-11686 356 58 via via ADP dad-11686 356 59 automatic automatic ADJ dad-11686 356 60 methods method NOUN dad-11686 356 61 table table NOUN dad-11686 356 62 2 2 NUM dad-11686 356 63 : : PUNCT dad-11686 356 64 summary summary NOUN dad-11686 356 65 statistics statistic NOUN dad-11686 356 66 for for ADP dad-11686 356 67 fillers filler NOUN dad-11686 356 68 and and CCONJ dad-11686 356 69 the the DET dad-11686 356 70 established establish VERB dad-11686 356 71 routines routine NOUN dad-11686 356 72 of of ADP dad-11686 356 73 teams team NOUN dad-11686 356 74 , , PUNCT dad-11686 356 75 sorted sort VERB dad-11686 356 76 by by ADP dad-11686 356 77 decreasing decrease VERB dad-11686 356 78 task task NOUN dad-11686 356 79 performance performance NOUN dad-11686 356 80 . . PUNCT dad-11686 357 1 count count NOUN dad-11686 357 2 median median PROPN dad-11686 357 3 ( ( PUNCT dad-11686 357 4 % % INTJ dad-11686 357 5 ) ) PUNCT dad-11686 357 6 team team NOUN dad-11686 357 7 filler filler NOUN dad-11686 357 8 routine routine ADJ dad-11686 357 9 filler filler NOUN dad-11686 357 10 priming prime VERB dad-11686 357 11 establishment establishment NOUN dad-11686 357 12 28 28 NUM dad-11686 357 13 38 38 NUM dad-11686 357 14 58 58 NUM dad-11686 357 15 11.6 11.6 NUM dad-11686 357 16 3.5 3.5 NUM dad-11686 357 17 15.2 15.2 NUM dad-11686 357 18 17 17 NUM dad-11686 357 19 27 27 NUM dad-11686 357 20 41 41 NUM dad-11686 357 21 14.0 14.0 NUM dad-11686 357 22 6.2 6.2 NUM dad-11686 357 23 17.1 17.1 NUM dad-11686 357 24 20 20 NUM dad-11686 357 25 59 59 NUM dad-11686 357 26 51 51 NUM dad-11686 357 27 20.7 20.7 NUM dad-11686 357 28 18.1 18.1 NUM dad-11686 357 29 22.8 22.8 NUM dad-11686 357 30 11 11 NUM dad-11686 357 31 35 35 NUM dad-11686 357 32 70 70 NUM dad-11686 357 33 34.5 34.5 NUM dad-11686 357 34 3.5 3.5 NUM dad-11686 357 35 24.4 24.4 NUM dad-11686 357 36 9 9 NUM dad-11686 357 37 81 81 NUM dad-11686 357 38 131 131 NUM dad-11686 357 39 46.3 46.3 NUM dad-11686 357 40 11.4 11.4 NUM dad-11686 357 41 37.4 37.4 NUM dad-11686 357 42 47 47 NUM dad-11686 357 43 56 56 NUM dad-11686 357 44 74 74 NUM dad-11686 357 45 19.5 19.5 NUM dad-11686 357 46 6.7 6.7 NUM dad-11686 357 47 21.9 21.9 NUM dad-11686 357 48 10 10 NUM dad-11686 357 49 20 20 NUM dad-11686 357 50 65 65 NUM dad-11686 357 51 20.1 20.1 NUM dad-11686 357 52 8.7 8.7 NUM dad-11686 357 53 20.4 20.4 NUM dad-11686 357 54 8 8 NUM dad-11686 357 55 26 26 NUM dad-11686 357 56 62 62 NUM dad-11686 357 57 19.8 19.8 NUM dad-11686 357 58 15.7 15.7 NUM dad-11686 357 59 36.0 36.0 NUM dad-11686 357 60 7 7 NUM dad-11686 357 61 27 27 NUM dad-11686 357 62 59 59 NUM dad-11686 357 63 24.9 24.9 NUM dad-11686 357 64 25.9 25.9 NUM dad-11686 357 65 37.8 37.8 NUM dad-11686 357 66 18 18 NUM dad-11686 357 67 52 52 NUM dad-11686 357 68 57 57 NUM dad-11686 357 69 10.8 10.8 NUM dad-11686 357 70 4.3 4.3 NUM dad-11686 357 71 11.8 11.8 NUM dad-11686 357 72 computing computing NOUN dad-11686 357 73 cliff cliff NOUN dad-11686 357 74 ’s ’s PART dad-11686 357 75 delta delta NOUN dad-11686 357 76 . . PUNCT dad-11686 358 1 then then ADV dad-11686 358 2 , , PUNCT dad-11686 358 3 we we PRON dad-11686 358 4 compare compare VERB dad-11686 358 5 these these DET dad-11686 358 6 results result NOUN dad-11686 358 7 for for ADP dad-11686 358 8 the the DET dad-11686 358 9 teams team NOUN dad-11686 358 10 as as SCONJ dad-11686 358 11 sorted sort VERB dad-11686 358 12 by by ADP dad-11686 358 13 increasing increase VERB dad-11686 358 14 task task NOUN dad-11686 358 15 success success NOUN dad-11686 358 16 : : PUNCT dad-11686 358 17 for for ADP dad-11686 358 18 task task NOUN dad-11686 358 19 performance performance NOUN dad-11686 358 20 , , PUNCT dad-11686 358 21 we we PRON dad-11686 358 22 compute compute VERB dad-11686 358 23 the the DET dad-11686 358 24 spearman spearman NOUN dad-11686 358 25 ’s ’s PART dad-11686 358 26 correlation correlation NOUN dad-11686 358 27 and and CCONJ dad-11686 358 28 its its PRON dad-11686 358 29 significance significance NOUN dad-11686 358 30 between between ADP dad-11686 358 31 cliff cliff NOUN dad-11686 358 32 ’s ’s PART dad-11686 358 33 delta delta NOUN dad-11686 358 34 and and CCONJ dad-11686 358 35 error error NOUN dad-11686 358 36 . . PUNCT dad-11686 359 1 for for ADP dad-11686 359 2 learning learn VERB dad-11686 359 3 outcomes outcome NOUN dad-11686 359 4 , , PUNCT dad-11686 359 5 we we PRON dad-11686 359 6 perform perform VERB dad-11686 359 7 kruskal kruskal ADJ dad-11686 359 8 - - PUNCT dad-11686 359 9 wallis wallis PROPN dad-11686 359 10 h h PROPN dad-11686 359 11 test test NOUN dad-11686 359 12 to to PART dad-11686 359 13 compare compare VERB dad-11686 359 14 the the DET dad-11686 359 15 distribution distribution NOUN dad-11686 359 16 of of ADP dad-11686 359 17 cliff cliff NOUN dad-11686 359 18 ’s ’s PART dad-11686 359 19 delta delta NOUN dad-11686 359 20 values value NOUN dad-11686 359 21 for for ADP dad-11686 359 22 the the DET dad-11686 359 23 two two NUM dad-11686 359 24 groups group NOUN dad-11686 359 25 of of ADP dad-11686 359 26 learning learn VERB dad-11686 359 27 . . PUNCT dad-11686 360 1 5.2.2 5.2.2 NUM dad-11686 360 2 results result NOUN dad-11686 360 3 and and CCONJ dad-11686 360 4 discussion discussion NOUN dad-11686 360 5 we we PRON dad-11686 360 6 consider consider VERB dad-11686 360 7 hesitation hesitation NOUN dad-11686 360 8 phenomena phenomenon NOUN dad-11686 360 9 as as SCONJ dad-11686 360 10 cued cue VERB dad-11686 360 11 by by ADP dad-11686 360 12 the the DET dad-11686 360 13 presence presence NOUN dad-11686 360 14 of of ADP dad-11686 360 15 a a DET dad-11686 360 16 filler filler NOUN dad-11686 360 17 , , PUNCT dad-11686 360 18 and and CCONJ dad-11686 360 19 thus thus ADV dad-11686 360 20 investigate investigate VERB dad-11686 360 21 how how SCONJ dad-11686 360 22 are be AUX dad-11686 360 23 the the DET dad-11686 360 24 fillers filler NOUN dad-11686 360 25 distributed distribute VERB dad-11686 360 26 as as ADP dad-11686 360 27 compared compare VERB dad-11686 360 28 to to ADP dad-11686 360 29 the the DET dad-11686 360 30 priming priming NOUN dad-11686 360 31 and and CCONJ dad-11686 360 32 establishment establishment NOUN dad-11686 360 33 of of ADP dad-11686 360 34 the the DET dad-11686 360 35 routines routine NOUN dad-11686 360 36 . . PUNCT dad-11686 361 1 table table NOUN dad-11686 361 2 2 2 NUM dad-11686 361 3 presents present VERB dad-11686 361 4 the the DET dad-11686 361 5 count count NOUN dad-11686 361 6 and and CCONJ dad-11686 361 7 median median ADJ dad-11686 361 8 times time NOUN dad-11686 361 9 of of ADP dad-11686 361 10 fillers filler NOUN dad-11686 361 11 and and CCONJ dad-11686 361 12 established establish VERB dad-11686 361 13 routines routine NOUN dad-11686 361 14 for for ADP dad-11686 361 15 each each DET dad-11686 361 16 team team NOUN dad-11686 361 17 . . PUNCT dad-11686 362 1 the the DET dad-11686 362 2 results result NOUN dad-11686 362 3 for for ADP dad-11686 362 4 mann mann PROPN dad-11686 362 5 - - PUNCT dad-11686 362 6 whitney whitney PROPN dad-11686 362 7 u u PROPN dad-11686 362 8 test test NOUN dad-11686 362 9 and and CCONJ dad-11686 362 10 effect effect VERB dad-11686 362 11 size size NOUN dad-11686 362 12 as as SCONJ dad-11686 362 13 estimated estimate VERB dad-11686 362 14 by by ADP dad-11686 362 15 cliff cliff PROPN dad-11686 362 16 ’s ’s PART dad-11686 362 17 delta delta NOUN dad-11686 362 18 ( ( PUNCT dad-11686 362 19 δ δ NOUN dad-11686 362 20 ) ) PUNCT dad-11686 362 21 are be AUX dad-11686 362 22 given give VERB dad-11686 362 23 in in ADP dad-11686 362 24 table table NOUN dad-11686 362 25 3 3 NUM dad-11686 362 26 . . PUNCT dad-11686 362 27 to to PART dad-11686 362 28 interpret interpret VERB dad-11686 362 29 the the DET dad-11686 362 30 results result NOUN dad-11686 362 31 , , PUNCT dad-11686 362 32 δ δ PROPN dad-11686 362 33 ranges range VERB dad-11686 362 34 from from ADP dad-11686 362 35 −1 −1 NOUN dad-11686 362 36 to to ADP dad-11686 362 37 1 1 NUM dad-11686 362 38 , , PUNCT dad-11686 362 39 where where SCONJ dad-11686 362 40 0 0 PRON dad-11686 362 41 would would AUX dad-11686 362 42 indicate indicate VERB dad-11686 362 43 that that SCONJ dad-11686 362 44 the the DET dad-11686 362 45 group group NOUN dad-11686 362 46 distributions distribution NOUN dad-11686 362 47 overlap overlap VERB dad-11686 362 48 completely completely ADV dad-11686 362 49 ; ; PUNCT dad-11686 362 50 whereas whereas SCONJ dad-11686 362 51 values value NOUN dad-11686 362 52 of of ADP dad-11686 362 53 −1 −1 NOUN dad-11686 362 54 and and CCONJ dad-11686 362 55 1 1 NUM dad-11686 362 56 indicate indicate VERB dad-11686 362 57 a a DET dad-11686 362 58 complete complete ADJ dad-11686 362 59 absence absence NOUN dad-11686 362 60 of of ADP dad-11686 362 61 overlap overlap NOUN dad-11686 362 62 with with ADP dad-11686 362 63 the the DET dad-11686 362 64 groups group NOUN dad-11686 362 65 . . PUNCT dad-11686 363 1 for for ADP dad-11686 363 2 example example NOUN dad-11686 363 3 , , PUNCT dad-11686 363 4 −1 −1 NOUN dad-11686 363 5 indicates indicate VERB dad-11686 363 6 that that SCONJ dad-11686 363 7 all all DET dad-11686 363 8 fillers filler NOUN dad-11686 363 9 occur occur VERB dad-11686 363 10 before before ADP dad-11686 363 11 priming priming NOUN dad-11686 363 12 times time NOUN dad-11686 363 13 , , PUNCT dad-11686 363 14 and and CCONJ dad-11686 363 15 1 1 NUM dad-11686 363 16 indicates indicate VERB dad-11686 363 17 that that SCONJ dad-11686 363 18 all all DET dad-11686 363 19 fillers filler NOUN dad-11686 363 20 occur occur VERB dad-11686 363 21 after after ADP dad-11686 363 22 priming prime VERB dad-11686 363 23 . . PUNCT dad-11686 364 1 empirical empirical ADJ dad-11686 364 2 results result NOUN dad-11686 364 3 we we PRON dad-11686 364 4 observe observe VERB dad-11686 364 5 that that SCONJ dad-11686 364 6 filler filler NOUN dad-11686 364 7 and and CCONJ dad-11686 364 8 priming priming NOUN dad-11686 364 9 times time NOUN dad-11686 364 10 differ differ VERB dad-11686 364 11 significantly significantly ADV dad-11686 364 12 for for ADP dad-11686 364 13 most most ADJ dad-11686 364 14 of of ADP dad-11686 364 15 the the DET dad-11686 364 16 teams team NOUN dad-11686 364 17 ( ( PUNCT dad-11686 364 18 for for ADP dad-11686 364 19 eight eight NUM dad-11686 364 20 out out ADP dad-11686 364 21 of of ADP dad-11686 364 22 ten ten NUM dad-11686 364 23 teams team NOUN dad-11686 364 24 by by ADP dad-11686 364 25 mann mann PROPN dad-11686 364 26 - - PUNCT dad-11686 364 27 whitney whitney PROPN dad-11686 364 28 u u PROPN dad-11686 364 29 test test NOUN dad-11686 364 30 p p X dad-11686 364 31 < < X dad-11686 364 32 .05 .05 NUM dad-11686 364 33 ) ) PUNCT dad-11686 364 34 . . PUNCT dad-11686 365 1 we we PRON dad-11686 365 2 see see VERB dad-11686 365 3 positive positive ADJ dad-11686 365 4 δ δ PROPN dad-11686 365 5 values value NOUN dad-11686 365 6 , , PUNCT dad-11686 365 7 except except SCONJ dad-11686 365 8 for for ADP dad-11686 365 9 one one NUM dad-11686 365 10 team team NOUN dad-11686 365 11 . . PUNCT dad-11686 366 1 thus thus ADV dad-11686 366 2 most most ADJ dad-11686 366 3 teams team NOUN dad-11686 366 4 have have VERB dad-11686 366 5 fillers filler NOUN dad-11686 366 6 that that PRON dad-11686 366 7 occur occur VERB dad-11686 366 8 after after ADP dad-11686 366 9 priming prime VERB dad-11686 366 10 times time NOUN dad-11686 366 11 . . PUNCT dad-11686 367 1 we we PRON dad-11686 367 2 see see VERB dad-11686 367 3 that that SCONJ dad-11686 367 4 the the DET dad-11686 367 5 magnitude magnitude NOUN dad-11686 367 6 of of ADP dad-11686 367 7 δ δ PROPN dad-11686 367 8 for for ADP dad-11686 367 9 the the DET dad-11686 367 10 significant significant ADJ dad-11686 367 11 teams team NOUN dad-11686 367 12 is be AUX dad-11686 367 13 large large ADJ dad-11686 367 14 except except SCONJ dad-11686 367 15 for for ADP dad-11686 367 16 team team NOUN dad-11686 367 17 7.6 7.6 NUM dad-11686 367 18 we we PRON dad-11686 367 19 interpret interpret VERB dad-11686 367 20 that that SCONJ dad-11686 367 21 most most ADJ dad-11686 367 22 fillers filler NOUN dad-11686 367 23 do do AUX dad-11686 367 24 occur occur VERB dad-11686 367 25 visibly visibly ADV dad-11686 367 26 after after ADP dad-11686 367 27 priming prime VERB dad-11686 367 28 times time NOUN dad-11686 367 29 ( ( PUNCT dad-11686 367 30 with with ADP dad-11686 367 31 little little ADJ dad-11686 367 32 overlap overlap NOUN dad-11686 367 33 from from ADP dad-11686 367 34 the the DET dad-11686 367 35 large large ADJ dad-11686 367 36 effect effect NOUN dad-11686 367 37 sizes size NOUN dad-11686 367 38 ) ) PUNCT dad-11686 367 39 . . PUNCT dad-11686 368 1 we we PRON dad-11686 368 2 observe observe VERB dad-11686 368 3 that that SCONJ dad-11686 368 4 filler filler NOUN dad-11686 368 5 and and CCONJ dad-11686 368 6 establishment establishment NOUN dad-11686 368 7 times time NOUN dad-11686 368 8 differ differ VERB dad-11686 368 9 significantly significantly ADV dad-11686 368 10 for for ADP dad-11686 368 11 most most ADJ dad-11686 368 12 of of ADP dad-11686 368 13 the the DET dad-11686 368 14 teams team NOUN dad-11686 368 15 ( ( PUNCT dad-11686 368 16 for for ADP dad-11686 368 17 seven seven NUM dad-11686 368 18 out out ADP dad-11686 368 19 of of ADP dad-11686 368 20 ten ten NUM dad-11686 368 21 teams team NOUN dad-11686 368 22 by by ADP dad-11686 368 23 mann mann PROPN dad-11686 368 24 - - PUNCT dad-11686 368 25 whitney whitney PROPN dad-11686 368 26 u u PROPN dad-11686 368 27 test test NOUN dad-11686 368 28 p p X dad-11686 368 29 < < X dad-11686 368 30 .05 .05 NUM dad-11686 368 31 ) ) PUNCT dad-11686 368 32 . . PUNCT dad-11686 369 1 we we PRON dad-11686 369 2 see see VERB dad-11686 369 3 δ δ PROPN dad-11686 369 4 ranging range VERB dad-11686 369 5 from−0.67 from−0.67 ADJ dad-11686 369 6 for for ADP dad-11686 369 7 team team NOUN dad-11686 369 8 7 7 NUM dad-11686 369 9 , , PUNCT dad-11686 369 10 to to ADP dad-11686 369 11 0.33 0.33 NUM dad-11686 369 12 for for ADP dad-11686 369 13 team team NOUN dad-11686 369 14 11 11 NUM dad-11686 369 15 ( ( PUNCT dad-11686 369 16 though though SCONJ dad-11686 369 17 most most ADJ dad-11686 369 18 are be AUX dad-11686 369 19 negative negative ADJ dad-11686 369 20 ) ) PUNCT dad-11686 369 21 . . PUNCT dad-11686 370 1 however however ADV dad-11686 370 2 , , PUNCT dad-11686 370 3 we we PRON dad-11686 370 4 see see VERB dad-11686 370 5 that that SCONJ dad-11686 370 6 the the DET dad-11686 370 7 magnitude magnitude NOUN dad-11686 370 8 of of ADP dad-11686 370 9 δ δ PROPN dad-11686 370 10 for for ADP dad-11686 370 11 most most ADJ dad-11686 370 12 teams team NOUN dad-11686 370 13 is be AUX dad-11686 370 14 small small ADJ dad-11686 370 15 , , PUNCT dad-11686 370 16 with with ADP dad-11686 370 17 the the DET dad-11686 370 18 exception exception NOUN dad-11686 370 19 of of ADP dad-11686 370 20 two two NUM dad-11686 370 21 teams team NOUN dad-11686 370 22 . . PUNCT dad-11686 371 1 this this PRON dad-11686 371 2 means mean VERB dad-11686 371 3 that that SCONJ dad-11686 371 4 the the DET dad-11686 371 5 distributions distribution NOUN dad-11686 371 6 of of ADP dad-11686 371 7 fillers filler NOUN dad-11686 371 8 differ differ VERB dad-11686 371 9 with with ADP dad-11686 371 10 a a DET dad-11686 371 11 small small ADJ dad-11686 371 12 effect effect NOUN dad-11686 371 13 size size NOUN dad-11686 371 14 compared compare VERB dad-11686 371 15 to to ADP dad-11686 371 16 the the DET dad-11686 371 17 distributions distribution NOUN dad-11686 371 18 of of ADP dad-11686 371 19 establishment establishment NOUN dad-11686 371 20 times time NOUN dad-11686 371 21 , , PUNCT dad-11686 371 22 especially especially ADV dad-11686 371 23 considering consider VERB dad-11686 371 24 6the 6the NUM dad-11686 371 25 magnitude magnitude NOUN dad-11686 371 26 of of ADP dad-11686 371 27 cliff cliff NOUN dad-11686 371 28 ’s ’s PART dad-11686 371 29 delta delta NOUN dad-11686 371 30 ( ( PUNCT dad-11686 371 31 δ δ NOUN dad-11686 371 32 ) ) PUNCT dad-11686 371 33 can can AUX dad-11686 371 34 be be AUX dad-11686 371 35 interpreted interpret VERB dad-11686 371 36 by by ADP dad-11686 371 37 using use VERB dad-11686 371 38 the the DET dad-11686 371 39 thresholds threshold NOUN dad-11686 371 40 from from ADP dad-11686 371 41 romano romano NOUN dad-11686 371 42 et et PROPN dad-11686 371 43 al al PROPN dad-11686 371 44 . . PROPN dad-11686 372 1 ( ( PUNCT dad-11686 372 2 2006 2006 NUM dad-11686 372 3 ) ) PUNCT dad-11686 372 4 , , PUNCT dad-11686 372 5 i.e. i.e. X dad-11686 372 6 |δ| |δ| VERB dad-11686 372 7 < < X dad-11686 372 8 0.147 0.147 NUM dad-11686 372 9 “ " PUNCT dad-11686 372 10 negligible negligible ADJ dad-11686 372 11 ” " PUNCT dad-11686 372 12 , , PUNCT dad-11686 372 13 |δ| |δ| VERB dad-11686 372 14 < < X dad-11686 372 15 0.33 0.33 NUM dad-11686 372 16 “ " PUNCT dad-11686 372 17 small small ADJ dad-11686 372 18 ” " PUNCT dad-11686 372 19 , , PUNCT dad-11686 372 20 |δ| |δ| VERB dad-11686 372 21 < < X dad-11686 372 22 0.474 0.474 NUM dad-11686 372 23 “ " PUNCT dad-11686 372 24 medium medium NOUN dad-11686 372 25 ” " PUNCT dad-11686 372 26 , , PUNCT dad-11686 372 27 and and CCONJ dad-11686 372 28 otherwise otherwise ADV dad-11686 372 29 “ " PUNCT dad-11686 372 30 large large ADJ dad-11686 372 31 ” " PUNCT dad-11686 372 32 . . PUNCT dad-11686 373 1 19 19 NUM dad-11686 373 2 utku utku ADJ dad-11686 373 3 norman∗ norman∗ NOUN dad-11686 373 4 , , PUNCT dad-11686 373 5 tanvi tanvi NOUN dad-11686 373 6 dinkar∗ dinkar∗ NOUN dad-11686 373 7 , , PUNCT dad-11686 373 8 barbara barbara PROPN dad-11686 373 9 bruno bruno PROPN dad-11686 373 10 , , PUNCT dad-11686 373 11 and and CCONJ dad-11686 373 12 chloé chloé VERB dad-11686 373 13 clavel clavel NOUN dad-11686 373 14 table table NOUN dad-11686 373 15 3 3 NUM dad-11686 373 16 : : PUNCT dad-11686 373 17 the the DET dad-11686 373 18 results result NOUN dad-11686 373 19 for for ADP dad-11686 373 20 the the DET dad-11686 373 21 mann mann PROPN dad-11686 373 22 - - PUNCT dad-11686 373 23 whitney whitney PROPN dad-11686 373 24 u u PROPN dad-11686 373 25 test test NOUN dad-11686 373 26 that that PRON dad-11686 373 27 compares compare VERB dad-11686 373 28 the the DET dad-11686 373 29 distribution distribution NOUN dad-11686 373 30 of of ADP dad-11686 373 31 filler filler NOUN dad-11686 373 32 times time NOUN dad-11686 373 33 ( ( PUNCT dad-11686 373 34 both both PRON dad-11686 373 35 “ " PUNCT dad-11686 373 36 uh uh INTJ dad-11686 373 37 ” " PUNCT dad-11686 373 38 and and CCONJ dad-11686 373 39 “ " PUNCT dad-11686 373 40 um um INTJ dad-11686 373 41 ” " PUNCT dad-11686 373 42 ) ) PUNCT dad-11686 373 43 with with ADP dad-11686 373 44 establishment establishment NOUN dad-11686 373 45 and and CCONJ dad-11686 373 46 priming priming NOUN dad-11686 373 47 times time NOUN dad-11686 373 48 for for ADP dad-11686 373 49 h1.2 h1.2 PROPN dad-11686 373 50 . . PROPN dad-11686 374 1 the the DET dad-11686 374 2 effect effect NOUN dad-11686 374 3 size size NOUN dad-11686 374 4 is be AUX dad-11686 374 5 estimated estimate VERB dad-11686 374 6 by by ADP dad-11686 374 7 cliff cliff PROPN dad-11686 374 8 ’s ’s PART dad-11686 374 9 delta delta NOUN dad-11686 374 10 ( ( PUNCT dad-11686 374 11 δ δ PROPN dad-11686 374 12 ) ) PUNCT dad-11686 374 13 . . PUNCT dad-11686 375 1 teams team NOUN dad-11686 375 2 are be AUX dad-11686 375 3 sorted sort VERB dad-11686 375 4 by by ADP dad-11686 375 5 decreasing decrease VERB dad-11686 375 6 task task NOUN dad-11686 375 7 performance performance NOUN dad-11686 375 8 i.e. i.e. X dad-11686 375 9 increasing increase VERB dad-11686 375 10 error error NOUN dad-11686 375 11 . . PUNCT dad-11686 376 1 the the DET dad-11686 376 2 horizontal horizontal ADJ dad-11686 376 3 line line NOUN dad-11686 376 4 separates separate VERB dad-11686 376 5 well well ADV dad-11686 376 6 - - PUNCT dad-11686 376 7 performing perform VERB dad-11686 376 8 teams team NOUN dad-11686 376 9 ( ( PUNCT dad-11686 376 10 that that PRON dad-11686 376 11 found find VERB dad-11686 376 12 a a DET dad-11686 376 13 correct correct ADJ dad-11686 376 14 solution solution NOUN dad-11686 376 15 ) ) PUNCT dad-11686 376 16 from from ADP dad-11686 376 17 badly badly ADV dad-11686 376 18 - - PUNCT dad-11686 376 19 performing perform VERB dad-11686 376 20 teams team NOUN dad-11686 376 21 . . PUNCT dad-11686 377 1 u u NOUN dad-11686 377 2 is be AUX dad-11686 377 3 the the DET dad-11686 377 4 u u NOUN dad-11686 377 5 statistic statistic NOUN dad-11686 377 6 , , PUNCT dad-11686 377 7 and and CCONJ dad-11686 377 8 p p NOUN dad-11686 377 9 is be AUX dad-11686 377 10 the the DET dad-11686 377 11 ‘ ' PUNCT dad-11686 377 12 twosided twoside VERB dad-11686 377 13 ’ ' PUNCT dad-11686 377 14 p p ADJ dad-11686 377 15 - - PUNCT dad-11686 377 16 value value NOUN dad-11686 377 17 of of ADP dad-11686 377 18 a a DET dad-11686 377 19 mann mann PROPN dad-11686 377 20 - - PUNCT dad-11686 377 21 whitney whitney PROPN dad-11686 377 22 u u PROPN dad-11686 377 23 test test NOUN dad-11686 377 24 ( ( PUNCT dad-11686 377 25 without without ADP dad-11686 377 26 continuity continuity NOUN dad-11686 377 27 correction correction NOUN dad-11686 377 28 as as SCONJ dad-11686 377 29 there there PRON dad-11686 377 30 can can AUX dad-11686 377 31 be be AUX dad-11686 377 32 no no DET dad-11686 377 33 ties tie NOUN dad-11686 377 34 , , PUNCT dad-11686 377 35 via via ADP dad-11686 377 36 our our PRON dad-11686 377 37 unique unique ADJ dad-11686 377 38 token token VERB dad-11686 377 39 number number NOUN dad-11686 377 40 assignment assignment NOUN dad-11686 377 41 ) ) PUNCT dad-11686 377 42 . . PUNCT dad-11686 378 1 priming prime VERB dad-11686 378 2 establishment establishment NOUN dad-11686 378 3 team team NOUN dad-11686 378 4 u u NOUN dad-11686 378 5 p p PROPN dad-11686 378 6 δ δ PROPN dad-11686 378 7 u u NOUN dad-11686 378 8 p p PROPN dad-11686 378 9 δ δ PROPN dad-11686 378 10 28 28 NUM dad-11686 378 11 1600.5 1600.5 NUM dad-11686 378 12 < < X dad-11686 378 13 .05 .05 NUM dad-11686 378 14 0.45 0.45 NUM dad-11686 378 15 828.5 828.5 NUM dad-11686 378 16 < < X dad-11686 378 17 .05 .05 NUM dad-11686 378 18 -0.25 -0.25 NUM dad-11686 378 19 17 17 NUM dad-11686 378 20 823.0 823.0 NUM dad-11686 378 21 < < X dad-11686 378 22 .05 .05 NUM dad-11686 378 23 0.49 0.49 NUM dad-11686 378 24 431.0 431.0 NUM dad-11686 378 25 .12 .12 NUM dad-11686 378 26 -0.22 -0.22 NUM dad-11686 378 27 20 20 NUM dad-11686 378 28 1746.5 1746.5 NUM dad-11686 378 29 .15 .15 NUM dad-11686 378 30 0.16 0.16 NUM dad-11686 378 31 1139.5 1139.5 NUM dad-11686 378 32 < < X dad-11686 378 33 .05 .05 NUM dad-11686 378 34 -0.24 -0.24 NUM dad-11686 378 35 11 11 NUM dad-11686 378 36 2229.0 2229.0 NUM dad-11686 378 37 < < X dad-11686 378 38 .05 .05 NUM dad-11686 378 39 0.82 0.82 NUM dad-11686 378 40 1624.0 1624.0 NUM dad-11686 378 41 < < X dad-11686 378 42 .05 .05 NUM dad-11686 378 43 0.33 0.33 NUM dad-11686 378 44 9 9 NUM dad-11686 378 45 8805.5 8805.5 NUM dad-11686 378 46 < < X dad-11686 378 47 .05 .05 NUM dad-11686 378 48 0.66 0.66 NUM dad-11686 378 49 6561.5 6561.5 NUM dad-11686 378 50 < < SYM dad-11686 378 51 .05 .05 NUM dad-11686 378 52 0.24 0.24 NUM dad-11686 378 53 47 47 NUM dad-11686 378 54 3189.0 3189.0 NUM dad-11686 378 55 < < X dad-11686 378 56 .05 .05 NUM dad-11686 378 57 0.54 0.54 NUM dad-11686 378 58 1627.0 1627.0 NUM dad-11686 378 59 < < SYM dad-11686 378 60 .05 .05 NUM dad-11686 378 61 -0.21 -0.21 NUM dad-11686 378 62 10 10 NUM dad-11686 378 63 982.0 982.0 NUM dad-11686 378 64 < < X dad-11686 378 65 .05 .05 NUM dad-11686 378 66 0.51 0.51 NUM dad-11686 378 67 660.0 660.0 NUM dad-11686 378 68 .92 .92 NUM dad-11686 378 69 0.02 0.02 NUM dad-11686 378 70 8 8 NUM dad-11686 378 71 883.0 883.0 NUM dad-11686 378 72 .48 .48 NUM dad-11686 378 73 0.10 0.10 NUM dad-11686 378 74 461.0 461.0 NUM dad-11686 378 75 < < X dad-11686 378 76 .05 .05 NUM dad-11686 378 77 -0.43 -0.43 NUM dad-11686 378 78 7 7 NUM dad-11686 378 79 562.0 562.0 NUM dad-11686 378 80 < < NOUN dad-11686 378 81 .05 .05 NUM dad-11686 378 82 -0.29 -0.29 NUM dad-11686 378 83 259.0 259.0 NUM dad-11686 378 84 < < SYM dad-11686 378 85 .05 .05 NUM dad-11686 378 86 -0.67 -0.67 NUM dad-11686 378 87 18 18 NUM dad-11686 378 88 2136.0 2136.0 NUM dad-11686 378 89 < < SYM dad-11686 378 90 .05 .05 NUM dad-11686 378 91 0.44 0.44 NUM dad-11686 378 92 1326.0 1326.0 NUM dad-11686 378 93 .34 .34 NUM dad-11686 378 94 -0.11 -0.11 NUM dad-11686 378 95 that that SCONJ dad-11686 378 96 the the DET dad-11686 378 97 token token ADJ dad-11686 378 98 number number NOUN dad-11686 378 99 values value NOUN dad-11686 378 100 do do AUX dad-11686 378 101 not not PART dad-11686 378 102 overlap overlap VERB dad-11686 378 103 ; ; PUNCT dad-11686 378 104 i.e. i.e. X dad-11686 378 105 we we PRON dad-11686 378 106 do do AUX dad-11686 378 107 not not PART dad-11686 378 108 expect expect VERB dad-11686 378 109 an an DET dad-11686 378 110 effect effect NOUN dad-11686 378 111 size size NOUN dad-11686 378 112 of of ADP dad-11686 378 113 0 0 NUM dad-11686 378 114 . . PUNCT dad-11686 379 1 we we PRON dad-11686 379 2 thus thus ADV dad-11686 379 3 interpret interpret VERB dad-11686 379 4 most most ADJ dad-11686 379 5 fillers filler NOUN dad-11686 379 6 do do AUX dad-11686 379 7 occur occur VERB dad-11686 379 8 around around ADP dad-11686 379 9 establishment establishment NOUN dad-11686 379 10 times time NOUN dad-11686 379 11 ( ( PUNCT dad-11686 379 12 from from ADP dad-11686 379 13 positive positive ADJ dad-11686 379 14 and and CCONJ dad-11686 379 15 negative negative ADJ dad-11686 379 16 δ δ PROPN dad-11686 379 17 values value NOUN dad-11686 379 18 ) ) PUNCT dad-11686 379 19 , , PUNCT dad-11686 379 20 with with ADP dad-11686 379 21 larger large ADJ dad-11686 379 22 overlap overlap NOUN dad-11686 379 23 given give VERB dad-11686 379 24 the the DET dad-11686 379 25 small small ADJ dad-11686 379 26 effect effect NOUN dad-11686 379 27 sizes size NOUN dad-11686 379 28 . . PUNCT dad-11686 380 1 the the DET dad-11686 380 2 distribution distribution NOUN dad-11686 380 3 of of ADP dad-11686 380 4 the the DET dad-11686 380 5 cliff cliff NOUN dad-11686 380 6 ’s ’s PART dad-11686 380 7 delta delta NOUN dad-11686 380 8 between between ADP dad-11686 380 9 filler filler NOUN dad-11686 380 10 times time NOUN dad-11686 380 11 and and CCONJ dad-11686 380 12 both both DET dad-11686 380 13 priming priming NOUN dad-11686 380 14 or or CCONJ dad-11686 380 15 establishment establishment NOUN dad-11686 380 16 times time NOUN dad-11686 380 17 has have VERB dad-11686 380 18 a a DET dad-11686 380 19 very very ADV dad-11686 380 20 weak weak ADJ dad-11686 380 21 correlation correlation NOUN dad-11686 380 22 coefficient coefficient NOUN dad-11686 380 23 with with ADP dad-11686 380 24 error error NOUN dad-11686 380 25 ( ( PUNCT dad-11686 380 26 or or CCONJ dad-11686 380 27 task task NOUN dad-11686 380 28 performance performance NOUN dad-11686 380 29 ) ) PUNCT dad-11686 380 30 ( ( PUNCT dad-11686 380 31 spearman spearman NOUN dad-11686 380 32 ’s ’s PART dad-11686 380 33 ρ ρ NOUN dad-11686 380 34 = = PUNCT dad-11686 380 35 −0.18 −0.18 PROPN dad-11686 380 36 , , PUNCT dad-11686 380 37 p p NOUN dad-11686 380 38 = = NOUN dad-11686 380 39 .62 .62 NUM dad-11686 380 40 for for ADP dad-11686 380 41 priming priming NOUN dad-11686 380 42 , , PUNCT dad-11686 380 43 ρ ρ PROPN dad-11686 380 44 = = PROPN dad-11686 380 45 0.06 0.06 NUM dad-11686 380 46 , , PUNCT dad-11686 380 47 p p X dad-11686 380 48 = = NOUN dad-11686 380 49 .88 .88 NUM dad-11686 380 50 for for ADP dad-11686 380 51 establishment establishment NOUN dad-11686 380 52 ) ) PUNCT dad-11686 380 53 . . PUNCT dad-11686 381 1 therefore therefore ADV dad-11686 381 2 , , PUNCT dad-11686 381 3 we we PRON dad-11686 381 4 can can AUX dad-11686 381 5 not not PART dad-11686 381 6 conclude conclude VERB dad-11686 381 7 that that SCONJ dad-11686 381 8 there there PRON dad-11686 381 9 is be VERB dad-11686 381 10 a a DET dad-11686 381 11 significant significant ADJ dad-11686 381 12 relationship relationship NOUN dad-11686 381 13 between between ADP dad-11686 381 14 how how SCONJ dad-11686 381 15 early early ADV dad-11686 381 16 are be AUX dad-11686 381 17 the the DET dad-11686 381 18 priming priming NOUN dad-11686 381 19 or or CCONJ dad-11686 381 20 establishment establishment NOUN dad-11686 381 21 times time NOUN dad-11686 381 22 , , PUNCT dad-11686 381 23 and and CCONJ dad-11686 381 24 how how SCONJ dad-11686 381 25 well well ADV dad-11686 381 26 a a DET dad-11686 381 27 team team NOUN dad-11686 381 28 performs perform VERB dad-11686 381 29 . . PUNCT dad-11686 382 1 similarly similarly ADV dad-11686 382 2 , , PUNCT dad-11686 382 3 the the DET dad-11686 382 4 distribution distribution NOUN dad-11686 382 5 of of ADP dad-11686 382 6 the the DET dad-11686 382 7 cliff cliff NOUN dad-11686 382 8 ’s ’s PART dad-11686 382 9 delta delta NOUN dad-11686 382 10 that that PRON dad-11686 382 11 quantifies quantify VERB dad-11686 382 12 how how SCONJ dad-11686 382 13 different different ADJ dad-11686 382 14 are be AUX dad-11686 382 15 filler filler NOUN dad-11686 382 16 times time NOUN dad-11686 382 17 from from ADP dad-11686 382 18 priming prime VERB dad-11686 382 19 or or CCONJ dad-11686 382 20 establishment establishment NOUN dad-11686 382 21 times time NOUN dad-11686 382 22 are be AUX dad-11686 382 23 not not PART dad-11686 382 24 statistically statistically ADV dad-11686 382 25 significantly significantly ADV dad-11686 382 26 different different ADJ dad-11686 382 27 for for ADP dad-11686 382 28 teams team NOUN dad-11686 382 29 with with ADP dad-11686 382 30 positive positive ADJ dad-11686 382 31 learning learning NOUN dad-11686 382 32 outcomes outcome NOUN dad-11686 382 33 ( ( PUNCT dad-11686 382 34 teams team NOUN dad-11686 382 35 7 7 NUM dad-11686 382 36 , , PUNCT dad-11686 382 37 9 9 NUM dad-11686 382 38 , , PUNCT dad-11686 382 39 10 10 NUM dad-11686 382 40 , , PUNCT dad-11686 382 41 11 11 NUM dad-11686 382 42 , , PUNCT dad-11686 382 43 17 17 NUM dad-11686 382 44 ) ) PUNCT dad-11686 382 45 vs. vs. ADP dad-11686 382 46 others other NOUN dad-11686 382 47 ( ( PUNCT dad-11686 382 48 teams team NOUN dad-11686 382 49 8 8 NUM dad-11686 382 50 , , PUNCT dad-11686 382 51 18 18 NUM dad-11686 382 52 , , PUNCT dad-11686 382 53 20 20 NUM dad-11686 382 54 , , PUNCT dad-11686 382 55 28 28 NUM dad-11686 382 56 , , PUNCT dad-11686 382 57 47 47 NUM dad-11686 382 58 ) ) PUNCT dad-11686 382 59 by by ADP dad-11686 382 60 kruskal kruskal PROPN dad-11686 382 61 - - PUNCT dad-11686 382 62 wallis wallis PROPN dad-11686 382 63 h h PROPN dad-11686 382 64 tests test NOUN dad-11686 382 65 ( ( PUNCT dad-11686 382 66 h h NOUN dad-11686 382 67 = = NOUN dad-11686 382 68 1.32 1.32 NUM dad-11686 382 69 , , PUNCT dad-11686 382 70 p p NOUN dad-11686 382 71 = = SYM dad-11686 382 72 .25 .25 NUM dad-11686 382 73 for for ADP dad-11686 382 74 both both PRON dad-11686 382 75 ) ) PUNCT dad-11686 382 76 . . PUNCT dad-11686 383 1 therefore therefore ADV dad-11686 383 2 , , PUNCT dad-11686 383 3 we we PRON dad-11686 383 4 can can AUX dad-11686 383 5 not not PART dad-11686 383 6 conclude conclude VERB dad-11686 383 7 that that SCONJ dad-11686 383 8 a a DET dad-11686 383 9 significant significant ADJ dad-11686 383 10 difference difference NOUN dad-11686 383 11 exists exist VERB dad-11686 383 12 , , PUNCT dad-11686 383 13 between between ADP dad-11686 383 14 how how SCONJ dad-11686 383 15 early early ADJ dad-11686 383 16 fillers filler NOUN dad-11686 383 17 occur occur VERB dad-11686 383 18 compared compare VERB dad-11686 383 19 to to ADP dad-11686 383 20 priming prime VERB dad-11686 383 21 ( ( PUNCT dad-11686 383 22 or or CCONJ dad-11686 383 23 establishments establishment NOUN dad-11686 383 24 ) ) PUNCT dad-11686 383 25 between between ADP dad-11686 383 26 these these DET dad-11686 383 27 two two NUM dad-11686 383 28 learning learn VERB dad-11686 383 29 groups group NOUN dad-11686 383 30 . . PUNCT dad-11686 384 1 further further ADJ dad-11686 384 2 discussion discussion NOUN dad-11686 384 3 the the DET dad-11686 384 4 empirical empirical ADJ dad-11686 384 5 results result NOUN dad-11686 384 6 regarding regard VERB dad-11686 384 7 the the DET dad-11686 384 8 priming priming NOUN dad-11686 384 9 and and CCONJ dad-11686 384 10 establishment establishment NOUN dad-11686 384 11 of of ADP dad-11686 384 12 the the DET dad-11686 384 13 filler filler NOUN dad-11686 384 14 indicate indicate VERB dad-11686 384 15 that that SCONJ dad-11686 384 16 in in ADP dad-11686 384 17 the the DET dad-11686 384 18 process process NOUN dad-11686 384 19 of of ADP dad-11686 384 20 routine routine ADJ dad-11686 384 21 formation formation NOUN dad-11686 384 22 , , PUNCT dad-11686 384 23 in in ADP dad-11686 384 24 between between ADP dad-11686 384 25 the the DET dad-11686 384 26 priming priming NOUN dad-11686 384 27 and and CCONJ dad-11686 384 28 the the DET dad-11686 384 29 establishment establishment NOUN dad-11686 384 30 of of ADP dad-11686 384 31 the the DET dad-11686 384 32 expression expression NOUN dad-11686 384 33 , , PUNCT dad-11686 384 34 there there PRON dad-11686 384 35 seems seem VERB dad-11686 384 36 to to PART dad-11686 384 37 be be AUX dad-11686 384 38 a a DET dad-11686 384 39 period period NOUN dad-11686 384 40 in in ADP dad-11686 384 41 which which PRON dad-11686 384 42 the the DET dad-11686 384 43 interlocutors interlocutor NOUN dad-11686 384 44 use use VERB dad-11686 384 45 fillers filler NOUN dad-11686 384 46 . . PUNCT dad-11686 385 1 this this DET dad-11686 385 2 placement placement NOUN dad-11686 385 3 of of ADP dad-11686 385 4 fillers filler NOUN dad-11686 385 5 is be AUX dad-11686 385 6 of of ADP dad-11686 385 7 interest interest NOUN dad-11686 385 8 due due ADP dad-11686 385 9 to to ADP dad-11686 385 10 the the DET dad-11686 385 11 potentially potentially ADV dad-11686 385 12 unfamiliar unfamiliar ADJ dad-11686 385 13 vocabulary vocabulary NOUN dad-11686 385 14 of of ADP dad-11686 385 15 the the DET dad-11686 385 16 task task NOUN dad-11686 385 17 - - PUNCT dad-11686 385 18 specific specific ADJ dad-11686 385 19 referents referent NOUN dad-11686 385 20 that that PRON dad-11686 385 21 the the DET dad-11686 385 22 interlocutors interlocutor NOUN dad-11686 385 23 had have VERB dad-11686 385 24 to to PART dad-11686 385 25 utilise utilise VERB dad-11686 385 26 in in ADP dad-11686 385 27 the the DET dad-11686 385 28 situated situated ADJ dad-11686 385 29 environment environment NOUN dad-11686 385 30 . . PUNCT dad-11686 386 1 the the DET dad-11686 386 2 results result NOUN dad-11686 386 3 demonstrate demonstrate VERB dad-11686 386 4 a a DET dad-11686 386 5 lack lack NOUN dad-11686 386 6 of of ADP dad-11686 386 7 fillers filler NOUN dad-11686 386 8 at at ADP dad-11686 386 9 the the DET dad-11686 386 10 start start NOUN dad-11686 386 11 of of ADP dad-11686 386 12 the the DET dad-11686 386 13 formation formation NOUN dad-11686 386 14 of of ADP dad-11686 386 15 a a DET dad-11686 386 16 routine routine NOUN dad-11686 386 17 ; ; PUNCT dad-11686 386 18 i.e. i.e. X dad-11686 386 19 they they PRON dad-11686 386 20 occur occur VERB dad-11686 386 21 visibly visibly ADV dad-11686 386 22 after after ADP dad-11686 386 23 the the DET dad-11686 386 24 priming priming NOUN dad-11686 386 25 of of ADP dad-11686 386 26 expressions expression NOUN dad-11686 386 27 that that PRON dad-11686 386 28 contain contain VERB dad-11686 386 29 task task NOUN dad-11686 386 30 - - PUNCT dad-11686 386 31 specific specific ADJ dad-11686 386 32 referents referent NOUN dad-11686 386 33 . . PUNCT dad-11686 387 1 the the DET dad-11686 387 2 large large ADJ dad-11686 387 3 effect effect NOUN dad-11686 387 4 size size NOUN dad-11686 387 5 shows show VERB dad-11686 387 6 that that SCONJ dad-11686 387 7 this this PRON dad-11686 387 8 is be AUX dad-11686 387 9 predominantly predominantly ADV dad-11686 387 10 the the DET dad-11686 387 11 case case NOUN dad-11686 387 12 for for ADP dad-11686 387 13 most most ADJ dad-11686 387 14 teams team NOUN dad-11686 387 15 . . PUNCT dad-11686 388 1 in in ADP dad-11686 388 2 addition addition NOUN dad-11686 388 3 to to ADP dad-11686 388 4 this this PRON dad-11686 388 5 , , PUNCT dad-11686 388 6 fillers filler NOUN dad-11686 388 7 were be AUX dad-11686 388 8 found find VERB dad-11686 388 9 to to PART dad-11686 388 10 occur occur VERB dad-11686 388 11 around around ADP dad-11686 388 12 establishment establishment NOUN dad-11686 388 13 times time NOUN dad-11686 388 14 . . PUNCT dad-11686 389 1 we we PRON dad-11686 389 2 suggest suggest VERB dad-11686 389 3 20 20 NUM dad-11686 389 4 studying study VERB dad-11686 389 5 alignment alignment NOUN dad-11686 389 6 in in ADP dad-11686 389 7 a a DET dad-11686 389 8 collaborative collaborative ADJ dad-11686 389 9 learning learning NOUN dad-11686 389 10 activity activity NOUN dad-11686 389 11 via via ADP dad-11686 389 12 automatic automatic ADJ dad-11686 389 13 methods method NOUN dad-11686 389 14 that that PRON dad-11686 389 15 a a DET dad-11686 389 16 part part NOUN dad-11686 389 17 of of ADP dad-11686 389 18 establishment establishment NOUN dad-11686 389 19 is be AUX dad-11686 389 20 often often ADV dad-11686 389 21 a a DET dad-11686 389 22 clarification clarification NOUN dad-11686 389 23 request request NOUN dad-11686 389 24 , , PUNCT dad-11686 389 25 as as SCONJ dad-11686 389 26 shown show VERB dad-11686 389 27 by by ADP dad-11686 389 28 the the DET dad-11686 389 29 following follow VERB dad-11686 389 30 example example NOUN dad-11686 389 31 . . PUNCT dad-11686 390 1 red red PROPN dad-11686 390 2 indicates indicate VERB dad-11686 390 3 the the DET dad-11686 390 4 routine routine ADJ dad-11686 390 5 expression expression NOUN dad-11686 390 6 , , PUNCT dad-11686 390 7 while while SCONJ dad-11686 390 8 blue blue ADJ dad-11686 390 9 indicates indicate VERB dad-11686 390 10 the the DET dad-11686 390 11 filler filler NOUN dad-11686 390 12 . . PUNCT dad-11686 391 1 a a DET dad-11686 391 2 : : PUNCT dad-11686 391 3 mount mount PROPN dad-11686 391 4 zurich zurich PROPN dad-11686 391 5 to to PART dad-11686 391 6 mount mount PROPN dad-11686 391 7 bern bern PROPN dad-11686 391 8 . . PUNCT dad-11686 391 9 . . PUNCT dad-11686 391 10 . . PUNCT dad-11686 391 11 . . PUNCT dad-11686 391 12 . . PUNCT dad-11686 391 13 . . PUNCT dad-11686 391 14 . . PUNCT dad-11686 392 1 b b X dad-11686 392 2 : : PUNCT dad-11686 392 3 uh uh INTJ dad-11686 392 4 is be AUX dad-11686 392 5 n’t not PART dad-11686 392 6 already already ADV dad-11686 392 7 mount mount VERB dad-11686 392 8 zurich zurich PROPN dad-11686 392 9 to to PART dad-11686 392 10 mount mount PROPN dad-11686 392 11 bern bern PROPN dad-11686 392 12 is be AUX dad-11686 392 13 n’t not PART dad-11686 392 14 it it PRON dad-11686 392 15 connected connect VERB dad-11686 392 16 ? ? PUNCT dad-11686 392 17 . . PUNCT dad-11686 392 18 . . PUNCT dad-11686 392 19 . . PUNCT dad-11686 392 20 . . PUNCT dad-11686 392 21 . . PUNCT dad-11686 392 22 . . PUNCT dad-11686 393 1 a a PRON dad-11686 393 2 : : PUNCT dad-11686 393 3 so so ADV dad-11686 393 4 if if SCONJ dad-11686 393 5 we we PRON dad-11686 393 6 erase erase VERB dad-11686 393 7 mount mount PROPN dad-11686 393 8 zurich zurich PROPN dad-11686 393 9 or or CCONJ dad-11686 393 10 mount mount PROPN dad-11686 393 11 berto berto PROPN dad-11686 393 12 mount mount PROPN dad-11686 393 13 bern bern PROPN dad-11686 393 14 or or CCONJ dad-11686 393 15 mount mount PROPN dad-11686 393 16 zurich zurich PROPN dad-11686 393 17 to to PART dad-11686 393 18 mount mount PROPN dad-11686 393 19 gallen gallen PROPN dad-11686 393 20 ? ? PUNCT dad-11686 394 1 b b X dad-11686 394 2 : : PUNCT dad-11686 394 3 wait wait VERB dad-11686 394 4 uh uh INTJ dad-11686 394 5 zurich zurich PROPN dad-11686 394 6 to to PART dad-11686 394 7 mount mount VERB dad-11686 394 8 . . PUNCT dad-11686 394 9 . . PUNCT dad-11686 394 10 . . PUNCT dad-11686 394 11 ? ? PUNCT dad-11686 395 1 ( ( PUNCT dad-11686 395 2 2 2 X dad-11686 395 3 ) ) PUNCT dad-11686 395 4 speakers speaker NOUN dad-11686 395 5 are be AUX dad-11686 395 6 able able ADJ dad-11686 395 7 to to PART dad-11686 395 8 prime prime VERB dad-11686 395 9 these these DET dad-11686 395 10 expressions expression NOUN dad-11686 395 11 without without ADP dad-11686 395 12 using use VERB dad-11686 395 13 fillers filler NOUN dad-11686 395 14 , , PUNCT dad-11686 395 15 but but CCONJ dad-11686 395 16 this this PRON dad-11686 395 17 does do AUX dad-11686 395 18 not not PART dad-11686 395 19 guarantee guarantee VERB dad-11686 395 20 that that SCONJ dad-11686 395 21 the the DET dad-11686 395 22 primed prime VERB dad-11686 395 23 expression expression NOUN dad-11686 395 24 was be AUX dad-11686 395 25 fully fully ADV dad-11686 395 26 understood understand VERB dad-11686 395 27 by by ADP dad-11686 395 28 the the DET dad-11686 395 29 listener listener NOUN dad-11686 395 30 , , PUNCT dad-11686 395 31 as as SCONJ dad-11686 395 32 shown show VERB dad-11686 395 33 by by ADP dad-11686 395 34 the the DET dad-11686 395 35 results result NOUN dad-11686 395 36 of of ADP dad-11686 395 37 the the DET dad-11686 395 38 mannwhitney mannwhitney NOUN dad-11686 395 39 u u PROPN dad-11686 395 40 test test NOUN dad-11686 395 41 . . PUNCT dad-11686 396 1 following follow VERB dad-11686 396 2 the the DET dad-11686 396 3 idea idea NOUN dad-11686 396 4 of of ADP dad-11686 396 5 if if SCONJ dad-11686 396 6 and and CCONJ dad-11686 396 7 ig ig PRON dad-11686 396 8 pairs pair NOUN dad-11686 396 9 in in ADP dad-11686 396 10 the the DET dad-11686 396 11 dialogue dialogue NOUN dad-11686 396 12 , , PUNCT dad-11686 396 13 the the DET dad-11686 396 14 ig ig PROPN dad-11686 396 15 ( ( PUNCT dad-11686 396 16 speaker speaker NOUN dad-11686 396 17 ) ) PUNCT dad-11686 396 18 tends tend VERB dad-11686 396 19 to to PART dad-11686 396 20 be be AUX dad-11686 396 21 in in ADP dad-11686 396 22 the the DET dad-11686 396 23 abstract abstract ADJ dad-11686 396 24 view view NOUN dad-11686 396 25 , , PUNCT dad-11686 396 26 and and CCONJ dad-11686 396 27 can can AUX dad-11686 396 28 see see VERB dad-11686 396 29 the the DET dad-11686 396 30 minimally minimally ADV dad-11686 396 31 represented represent VERB dad-11686 396 32 names name NOUN dad-11686 396 33 of of ADP dad-11686 396 34 gold gold NOUN dad-11686 396 35 mines mine NOUN dad-11686 396 36 . . PUNCT dad-11686 397 1 they they PRON dad-11686 397 2 need need VERB dad-11686 397 3 only only ADV dad-11686 397 4 concentrate concentrate VERB dad-11686 397 5 on on ADP dad-11686 397 6 the the DET dad-11686 397 7 gold gold NOUN dad-11686 397 8 mines mine NOUN dad-11686 397 9 that that PRON dad-11686 397 10 have have VERB dad-11686 397 11 the the DET dad-11686 397 12 lowest low ADJ dad-11686 397 13 cost cost NOUN dad-11686 397 14 to to PART dad-11686 397 15 connect connect VERB dad-11686 397 16 . . PUNCT dad-11686 398 1 perhaps perhaps ADV dad-11686 398 2 the the DET dad-11686 398 3 reason reason NOUN dad-11686 398 4 why why SCONJ dad-11686 398 5 the the DET dad-11686 398 6 ig ig PROPN dad-11686 398 7 does do AUX dad-11686 398 8 not not PART dad-11686 398 9 use use VERB dad-11686 398 10 ( ( PUNCT dad-11686 398 11 by by ADP dad-11686 398 12 our our PRON dad-11686 398 13 measures measure NOUN dad-11686 398 14 ) ) PUNCT dad-11686 398 15 fillers filler NOUN dad-11686 398 16 as as ADV dad-11686 398 17 much much ADV dad-11686 398 18 is be AUX dad-11686 398 19 because because SCONJ dad-11686 398 20 they they PRON dad-11686 398 21 can can AUX dad-11686 398 22 see see VERB dad-11686 398 23 the the DET dad-11686 398 24 task task NOUN dad-11686 398 25 - - PUNCT dad-11686 398 26 specific specific ADJ dad-11686 398 27 referents referent NOUN dad-11686 398 28 available available ADJ dad-11686 398 29 to to ADP dad-11686 398 30 them they PRON dad-11686 398 31 written write VERB dad-11686 398 32 down down ADP dad-11686 398 33 on on ADP dad-11686 398 34 the the DET dad-11686 398 35 map map NOUN dad-11686 398 36 . . PUNCT dad-11686 399 1 expressions expression NOUN dad-11686 399 2 that that PRON dad-11686 399 3 contain contain VERB dad-11686 399 4 task task NOUN dad-11686 399 5 - - PUNCT dad-11686 399 6 specific specific ADJ dad-11686 399 7 referents referent NOUN dad-11686 399 8 could could AUX dad-11686 399 9 successfully successfully ADV dad-11686 399 10 become become VERB dad-11686 399 11 part part NOUN dad-11686 399 12 of of ADP dad-11686 399 13 the the DET dad-11686 399 14 ig ig PROPN dad-11686 399 15 ’s ’s PART dad-11686 399 16 expression expression NOUN dad-11686 399 17 lexicon lexicon NOUN dad-11686 399 18 when when SCONJ dad-11686 399 19 given give VERB dad-11686 399 20 these these DET dad-11686 399 21 new new ADJ dad-11686 399 22 referents referent NOUN dad-11686 399 23 . . PUNCT dad-11686 400 1 the the DET dad-11686 400 2 ig ig PROPN dad-11686 400 3 may may AUX dad-11686 400 4 also also ADV dad-11686 400 5 feel feel VERB dad-11686 400 6 at at ADP dad-11686 400 7 ease ease NOUN dad-11686 400 8 to to PART dad-11686 400 9 read read VERB dad-11686 400 10 out out ADP dad-11686 400 11 these these DET dad-11686 400 12 expressions expression NOUN dad-11686 400 13 . . PUNCT dad-11686 401 1 the the DET dad-11686 401 2 if if NOUN dad-11686 401 3 ( ( PUNCT dad-11686 401 4 listener listener NOUN dad-11686 401 5 ) ) PUNCT dad-11686 401 6 must must AUX dad-11686 401 7 follow follow VERB dad-11686 401 8 the the DET dad-11686 401 9 instructions instruction NOUN dad-11686 401 10 with with ADP dad-11686 401 11 actions action NOUN dad-11686 401 12 , , PUNCT dad-11686 401 13 and and CCONJ dad-11686 401 14 since since SCONJ dad-11686 401 15 they they PRON dad-11686 401 16 can can AUX dad-11686 401 17 not not PART dad-11686 401 18 see see VERB dad-11686 401 19 the the DET dad-11686 401 20 cost cost NOUN dad-11686 401 21 of of ADP dad-11686 401 22 adding add VERB dad-11686 401 23 and and CCONJ dad-11686 401 24 removing remove VERB dad-11686 401 25 edges edge NOUN dad-11686 401 26 , , PUNCT dad-11686 401 27 they they PRON dad-11686 401 28 must must AUX dad-11686 401 29 search search VERB dad-11686 401 30 for for ADP dad-11686 401 31 the the DET dad-11686 401 32 specific specific ADJ dad-11686 401 33 gold gold NOUN dad-11686 401 34 mine mine NOUN dad-11686 401 35 names name NOUN dad-11686 401 36 given give VERB dad-11686 401 37 by by ADP dad-11686 401 38 the the DET dad-11686 401 39 ig ig PROPN dad-11686 401 40 . . PUNCT dad-11686 402 1 this this PRON dad-11686 402 2 could could AUX dad-11686 402 3 create create VERB dad-11686 402 4 an an DET dad-11686 402 5 uncertainty uncertainty NOUN dad-11686 402 6 in in ADP dad-11686 402 7 the the DET dad-11686 402 8 ig ig PROPN dad-11686 402 9 regarding regard VERB dad-11686 402 10 how how SCONJ dad-11686 402 11 much much ADJ dad-11686 402 12 they they PRON dad-11686 402 13 think think VERB dad-11686 402 14 that that SCONJ dad-11686 402 15 the the PRON dad-11686 402 16 if if SCONJ dad-11686 402 17 has have AUX dad-11686 402 18 understood understand VERB dad-11686 402 19 , , PUNCT dad-11686 402 20 and and CCONJ dad-11686 402 21 bring bring VERB dad-11686 402 22 about about ADP dad-11686 402 23 a a DET dad-11686 402 24 need need NOUN dad-11686 402 25 to to PART dad-11686 402 26 clarify clarify VERB dad-11686 402 27 . . PUNCT dad-11686 403 1 synopsis synopsis NOUN dad-11686 403 2 regarding regard VERB dad-11686 403 3 h1.2 h1.2 PROPN dad-11686 403 4 , , PUNCT dad-11686 403 5 we we PRON dad-11686 403 6 can can AUX dad-11686 403 7 not not PART dad-11686 403 8 conclude conclude VERB dad-11686 403 9 that that SCONJ dad-11686 403 10 the the DET dad-11686 403 11 usage usage NOUN dad-11686 403 12 of of ADP dad-11686 403 13 fillers filler NOUN dad-11686 403 14 occur occur VERB dad-11686 403 15 in in ADP dad-11686 403 16 the the DET dad-11686 403 17 vicinity vicinity NOUN dad-11686 403 18 of of ADP dad-11686 403 19 priming priming NOUN dad-11686 403 20 or or CCONJ dad-11686 403 21 establishments establishment NOUN dad-11686 403 22 times time NOUN dad-11686 403 23 for for ADP dad-11686 403 24 more more ADV dad-11686 403 25 successful successful ADJ dad-11686 403 26 teams team NOUN dad-11686 403 27 ( ( PUNCT dad-11686 403 28 for for ADP dad-11686 403 29 neither neither CCONJ dad-11686 403 30 better well ADV dad-11686 403 31 - - PUNCT dad-11686 403 32 performing perform VERB dad-11686 403 33 teams team NOUN dad-11686 403 34 , , PUNCT dad-11686 403 35 nor nor CCONJ dad-11686 403 36 higher higher ADV dad-11686 403 37 - - PUNCT dad-11686 403 38 learning learn VERB dad-11686 403 39 teams team NOUN dad-11686 403 40 ) ) PUNCT dad-11686 403 41 . . PUNCT dad-11686 404 1 overall overall ADV dad-11686 404 2 , , PUNCT dad-11686 404 3 we we PRON dad-11686 404 4 see see VERB dad-11686 404 5 that that PRON dad-11686 404 6 for for ADP dad-11686 404 7 most most ADJ dad-11686 404 8 of of ADP dad-11686 404 9 the the DET dad-11686 404 10 teams team NOUN dad-11686 404 11 , , PUNCT dad-11686 404 12 the the DET dad-11686 404 13 fillers filler NOUN dad-11686 404 14 tend tend VERB dad-11686 404 15 to to PART dad-11686 404 16 occur occur VERB dad-11686 404 17 visibly visibly ADV dad-11686 404 18 after after ADP dad-11686 404 19 priming prime VERB dad-11686 404 20 times time NOUN dad-11686 404 21 , , PUNCT dad-11686 404 22 and and CCONJ dad-11686 404 23 around around ADP dad-11686 404 24 establishment establishment NOUN dad-11686 404 25 times time NOUN dad-11686 404 26 . . PUNCT dad-11686 405 1 this this PRON dad-11686 405 2 shows show VERB dad-11686 405 3 that that SCONJ dad-11686 405 4 while while SCONJ dad-11686 405 5 fillers filler NOUN dad-11686 405 6 are be AUX dad-11686 405 7 associated associate VERB dad-11686 405 8 with with ADP dad-11686 405 9 local local ADJ dad-11686 405 10 alignment alignment NOUN dad-11686 405 11 contexts contexts NOUN dad-11686 405 12 , , PUNCT dad-11686 405 13 through through ADP dad-11686 405 14 our our PRON dad-11686 405 15 methodology methodology NOUN dad-11686 405 16 , , PUNCT dad-11686 405 17 we we PRON dad-11686 405 18 can can AUX dad-11686 405 19 not not PART dad-11686 405 20 conclude conclude VERB dad-11686 405 21 about about ADP dad-11686 405 22 their their PRON dad-11686 405 23 contribution contribution NOUN dad-11686 405 24 to to ADP dad-11686 405 25 overall overall ADJ dad-11686 405 26 task task NOUN dad-11686 405 27 success success NOUN dad-11686 405 28 . . PUNCT dad-11686 406 1 6 6 X dad-11686 406 2 . . X dad-11686 406 3 studying study VERB dad-11686 406 4 behavioural behavioural ADJ dad-11686 406 5 alignment alignment NOUN dad-11686 406 6 ( ( PUNCT dad-11686 406 7 rq2 rq2 NOUN dad-11686 406 8 ) ) PUNCT dad-11686 406 9 if if SCONJ dad-11686 406 10 an an DET dad-11686 406 11 instruction instruction NOUN dad-11686 406 12 is be AUX dad-11686 406 13 verbalised verbalise VERB dad-11686 406 14 ( ( PUNCT dad-11686 406 15 e.g. e.g. ADV dad-11686 406 16 to to PART dad-11686 406 17 connect connect VERB dad-11686 406 18 “ " PUNCT dad-11686 406 19 mount mount PROPN dad-11686 406 20 basel basel PROPN dad-11686 406 21 to to PART dad-11686 406 22 montreux montreux VERB dad-11686 406 23 ” " PUNCT dad-11686 406 24 ) ) PUNCT dad-11686 406 25 by by ADP dad-11686 406 26 an an DET dad-11686 406 27 interlocutor interlocutor NOUN dad-11686 406 28 ( ( PUNCT dad-11686 406 29 ig ig PROPN dad-11686 406 30 ) ) PUNCT dad-11686 406 31 , , PUNCT dad-11686 406 32 it it PRON dad-11686 406 33 could could AUX dad-11686 406 34 result result VERB dad-11686 406 35 in in ADP dad-11686 406 36 an an DET dad-11686 406 37 action action NOUN dad-11686 406 38 of of ADP dad-11686 406 39 connecting connect VERB dad-11686 406 40 the the DET dad-11686 406 41 two two NUM dad-11686 406 42 . . PUNCT dad-11686 407 1 we we PRON dad-11686 407 2 hence hence ADV dad-11686 407 3 say say VERB dad-11686 407 4 an an DET dad-11686 407 5 instruction instruction NOUN dad-11686 407 6 matches match VERB dad-11686 407 7 an an DET dad-11686 407 8 action action NOUN dad-11686 407 9 when when SCONJ dad-11686 407 10 the the DET dad-11686 407 11 instruction instruction NOUN dad-11686 407 12 is be AUX dad-11686 407 13 executed execute VERB dad-11686 407 14 by by ADP dad-11686 407 15 the the DET dad-11686 407 16 other other ADJ dad-11686 407 17 interlocutor interlocutor NOUN dad-11686 407 18 ( ( PUNCT dad-11686 407 19 if if SCONJ dad-11686 407 20 ) ) PUNCT dad-11686 407 21 via via ADP dad-11686 407 22 an an DET dad-11686 407 23 action action NOUN dad-11686 407 24 in in ADP dad-11686 407 25 the the DET dad-11686 407 26 situated situated ADJ dad-11686 407 27 environment environment NOUN dad-11686 407 28 , , PUNCT dad-11686 407 29 and and CCONJ dad-11686 407 30 within within ADP dad-11686 407 31 the the DET dad-11686 407 32 period period NOUN dad-11686 407 33 of of ADP dad-11686 407 34 a a DET dad-11686 407 35 turn turn NOUN dad-11686 407 36 of of ADP dad-11686 407 37 views view NOUN dad-11686 407 38 before before SCONJ dad-11686 407 39 they they PRON dad-11686 407 40 are be AUX dad-11686 407 41 swapped swap VERB dad-11686 407 42 . . PUNCT dad-11686 408 1 we we PRON dad-11686 408 2 study study VERB dad-11686 408 3 the the DET dad-11686 408 4 discrepancy discrepancy NOUN dad-11686 408 5 created create VERB dad-11686 408 6 when when SCONJ dad-11686 408 7 the the DET dad-11686 408 8 if if NOUN dad-11686 408 9 does do AUX dad-11686 408 10 not not PART dad-11686 408 11 follow follow VERB dad-11686 408 12 the the DET dad-11686 408 13 ig ig PROPN dad-11686 408 14 , , PUNCT dad-11686 408 15 which which PRON dad-11686 408 16 we we PRON dad-11686 408 17 call call VERB dad-11686 408 18 a a DET dad-11686 408 19 mismatch mismatch NOUN dad-11686 408 20 of of ADP dad-11686 408 21 instructions instruction NOUN dad-11686 408 22 - - PUNCT dad-11686 408 23 to to ADP dad-11686 408 24 - - PUNCT dad-11686 408 25 actions action NOUN dad-11686 408 26 . . PUNCT dad-11686 409 1 in in ADP dad-11686 409 2 example example NOUN dad-11686 409 3 3 3 NUM dad-11686 409 4 , , PUNCT dad-11686 409 5 the the DET dad-11686 409 6 instruction instruction NOUN dad-11686 409 7 ( ( PUNCT dad-11686 409 8 to to PART dad-11686 409 9 connect connect VERB dad-11686 409 10 gallen gallen PROPN dad-11686 409 11 to to ADP dad-11686 409 12 davos davos PROPN dad-11686 409 13 ) ) PUNCT dad-11686 409 14 matches match VERB dad-11686 409 15 the the DET dad-11686 409 16 action action NOUN dad-11686 409 17 ( ( PUNCT dad-11686 409 18 connecting connect VERB dad-11686 409 19 these these DET dad-11686 409 20 two two NUM dad-11686 409 21 ) ) PUNCT dad-11686 409 22 . . PUNCT dad-11686 410 1 in in ADP dad-11686 410 2 example example NOUN dad-11686 410 3 4 4 NUM dad-11686 410 4 , , PUNCT dad-11686 410 5 we we PRON dad-11686 410 6 illustrate illustrate VERB dad-11686 410 7 a a DET dad-11686 410 8 dialogue dialogue NOUN dad-11686 410 9 excerpt excerpt NOUN dad-11686 410 10 that that PRON dad-11686 410 11 results result VERB dad-11686 410 12 in in ADP dad-11686 410 13 a a DET dad-11686 410 14 mismatch mismatch NOUN dad-11686 410 15 : : PUNCT dad-11686 410 16 21 21 NUM dad-11686 410 17 utku utku ADJ dad-11686 410 18 norman∗ norman∗ NOUN dad-11686 410 19 , , PUNCT dad-11686 410 20 tanvi tanvi NOUN dad-11686 410 21 dinkar∗ dinkar∗ NOUN dad-11686 410 22 , , PUNCT dad-11686 410 23 barbara barbara PROPN dad-11686 410 24 bruno bruno PROPN dad-11686 410 25 , , PUNCT dad-11686 410 26 and and CCONJ dad-11686 410 27 chloé chloé NOUN dad-11686 410 28 clavel clavel ADV dad-11686 410 29 ... ... PUNCT dad-11686 411 1 tn tn NOUN dad-11686 411 2 utterance utterance NOUN dad-11686 411 3 tn+1 tn+1 NOUN dad-11686 411 4 action action NOUN dad-11686 411 5 tn+2 tn+2 PRON dad-11686 411 6 action action NOUN dad-11686 411 7 tn+3 tn+3 NOUN dad-11686 411 8 utterance utterance NOUN dad-11686 411 9 tn+4 tn+4 NOUN dad-11686 411 10 utterance utterance NOUN dad-11686 411 11 ... ... PUNCT dad-11686 412 1 yes yes INTJ dad-11686 412 2 no no DET dad-11686 412 3 swap swap NOUN dad-11686 412 4 or or CCONJ dad-11686 412 5 submit submit VERB dad-11686 412 6 ? ? PUNCT dad-11686 413 1 clear clear ADJ dad-11686 413 2 instructions instruction NOUN dad-11686 413 3 yes yes INTJ dad-11686 413 4 utterance utterance VERB dad-11686 413 5 action action NOUN dad-11686 413 6 kind kind NOUN dad-11686 413 7 of of ADP dad-11686 413 8 event event NOUN dad-11686 413 9 no no DET dad-11686 413 10 recognise recognise PROPN dad-11686 413 11 instructions instruction NOUN dad-11686 413 12 match match VERB dad-11686 413 13 instructions instruction NOUN dad-11686 413 14 to to ADP dad-11686 413 15 actions action NOUN dad-11686 413 16 dialogue dialogue NOUN dad-11686 413 17 and and CCONJ dad-11686 413 18 actions action NOUN dad-11686 413 19 infer infer VERB dad-11686 413 20 & & CCONJ dad-11686 413 21 add add VERB dad-11686 413 22 instructions instruction NOUN dad-11686 413 23 no no PRON dad-11686 413 24 has have VERB dad-11686 413 25 referent referent NOUN dad-11686 413 26 ? ? PUNCT dad-11686 414 1 the the DET dad-11686 414 2 action action NOUN dad-11686 414 3 is be AUX dad-11686 414 4 nonmatched nonmatche VERB dad-11686 414 5 the the DET dad-11686 414 6 action action NOUN dad-11686 414 7 is be AUX dad-11686 414 8 matched match VERB dad-11686 414 9 event event NOUN dad-11686 414 10 at at ADP dad-11686 414 11 tk tk PROPN dad-11686 414 12 new new ADJ dad-11686 414 13 pending pende VERB dad-11686 414 14 instructions instruction NOUN dad-11686 414 15 list list NOUN dad-11686 414 16 yes yes INTJ dad-11686 414 17 instructions instruction NOUN dad-11686 414 18 pending pende VERB dad-11686 414 19 ? ? PUNCT dad-11686 415 1 clear clear ADJ dad-11686 415 2 instructions instruction NOUN dad-11686 415 3 clear clear ADJ dad-11686 415 4 instructions instruction NOUN dad-11686 415 5 yes yes INTJ dad-11686 415 6 no no DET dad-11686 415 7 matches match VERB dad-11686 415 8 any any DET dad-11686 415 9 instruction instruction NOUN dad-11686 415 10 by by ADP dad-11686 415 11 the the DET dad-11686 415 12 other other ADJ dad-11686 415 13 ? ? PUNCT dad-11686 416 1 the the DET dad-11686 416 2 action action NOUN dad-11686 416 3 is be AUX dad-11686 416 4 mismatched mismatch VERB dad-11686 416 5 figure figure NOUN dad-11686 416 6 7 7 NUM dad-11686 416 7 : : PUNCT dad-11686 416 8 representation representation NOUN dad-11686 416 9 of of ADP dad-11686 416 10 the the DET dad-11686 416 11 schema schema NOUN dad-11686 416 12 in in ADP dad-11686 416 13 a a DET dad-11686 416 14 flowchart flowchart NOUN dad-11686 416 15 ( ( PUNCT dad-11686 416 16 e.g. e.g. ADV dad-11686 416 17 the the DET dad-11686 416 18 parallelogram parallelogram NOUN dad-11686 416 19 shows show VERB dad-11686 416 20 the the DET dad-11686 416 21 annotated annotate VERB dad-11686 416 22 output output NOUN dad-11686 416 23 ) ) PUNCT dad-11686 416 24 , , PUNCT dad-11686 416 25 to to PART dad-11686 416 26 annotate annotate VERB dad-11686 416 27 behavioural behavioural ADJ dad-11686 416 28 alignment alignment NOUN dad-11686 416 29 between between ADP dad-11686 416 30 the the DET dad-11686 416 31 interlocutors interlocutor NOUN dad-11686 416 32 . . PUNCT dad-11686 417 1 a a PRON dad-11686 417 2 : : PUNCT dad-11686 417 3 what what PRON dad-11686 417 4 about about ADP dad-11686 417 5 mount mount PROPN dad-11686 417 6 davos davos PROPN dad-11686 417 7 to to ADP dad-11686 417 8 mount mount PROPN dad-11686 417 9 , , PUNCT dad-11686 417 10 saint saint PROPN dad-11686 417 11 gallen gallen PROPN dad-11686 417 12 ? ? PUNCT dad-11686 418 1 [ [ X dad-11686 418 2 instruction instruction NOUN dad-11686 418 3 to to PART dad-11686 418 4 add add VERB dad-11686 418 5 an an DET dad-11686 418 6 edge edge NOUN dad-11686 418 7 from from ADP dad-11686 418 8 davos davos PROPN dad-11686 418 9 to to ADP dad-11686 418 10 gallen gallen PROPN dad-11686 418 11 . . PUNCT dad-11686 418 12 ] ] PUNCT dad-11686 419 1 b b X dad-11686 419 2 : : PUNCT dad-11686 419 3 because because SCONJ dad-11686 419 4 what what PRON dad-11686 419 5 if if SCONJ dad-11686 419 6 , , PUNCT dad-11686 419 7 you you PRON dad-11686 419 8 did do VERB dad-11686 419 9 if if SCONJ dad-11686 419 10 we we PRON dad-11686 419 11 could could AUX dad-11686 419 12 do do VERB dad-11686 419 13 it it PRON dad-11686 419 14 ? ? PUNCT dad-11686 420 1 a a DET dad-11686 420 2 : : PUNCT dad-11686 420 3 what what PRON dad-11686 420 4 about about ADP dad-11686 420 5 mount mount PROPN dad-11686 420 6 um um INTJ dad-11686 420 7 davos davos PROPN dad-11686 420 8 to to ADP dad-11686 420 9 mount mount PROPN dad-11686 420 10 gallen gallen PROPN dad-11686 420 11 ? ? PUNCT dad-11686 421 1 b b X dad-11686 421 2 : : PUNCT dad-11686 421 3 mount mount NOUN dad-11686 421 4 . . PUNCT dad-11686 421 5 . . PUNCT dad-11686 421 6 . . PUNCT dad-11686 422 1 b b X dad-11686 422 2 : : PUNCT dad-11686 422 3 oh oh INTJ dad-11686 422 4 mount mount PROPN dad-11686 422 5 davos davos PROPN dad-11686 422 6 a a X dad-11686 422 7 : : PUNCT dad-11686 422 8 yeah yeah INTJ dad-11686 422 9 to to PART dad-11686 422 10 mount mount VERB dad-11686 422 11 gallen gallen PROPN dad-11686 422 12 . . PUNCT dad-11686 423 1 b b X dad-11686 423 2 : : PUNCT dad-11686 423 3 to to PART dad-11686 423 4 mount mount VERB dad-11686 423 5 gallen gallen PROPN dad-11686 424 1 yeah yeah INTJ dad-11686 424 2 do do VERB dad-11686 424 3 that that PRON dad-11686 424 4 . . PUNCT dad-11686 425 1 〈 〈 DET dad-11686 425 2 a a DET dad-11686 425 3 connects connect NOUN dad-11686 425 4 mount mount PROPN dad-11686 425 5 gallen gallen PROPN dad-11686 425 6 to to PART dad-11686 425 7 mount mount VERB dad-11686 425 8 davos davos PROPN dad-11686 425 9 〉 〉 NOUN dad-11686 425 10 b b NOUN dad-11686 425 11 : : PUNCT dad-11686 425 12 okay okay INTJ dad-11686 425 13 my my PRON dad-11686 425 14 turn turn NOUN dad-11686 425 15 . . PUNCT dad-11686 426 1 [ [ X dad-11686 426 2 match match NOUN dad-11686 426 3 ! ! PUNCT dad-11686 426 4 ] ] PUNCT dad-11686 427 1 ( ( PUNCT dad-11686 427 2 3 3 X dad-11686 427 3 ) ) PUNCT dad-11686 427 4 b b NOUN dad-11686 427 5 : : PUNCT dad-11686 427 6 go go VERB dad-11686 427 7 to to ADP dad-11686 427 8 mount mount PROPN dad-11686 427 9 basel basel PROPN dad-11686 427 10 . . PUNCT dad-11686 428 1 [ [ X dad-11686 428 2 instruction instruction NOUN dad-11686 428 3 to to PART dad-11686 428 4 add add VERB dad-11686 428 5 an an DET dad-11686 428 6 edge edge NOUN dad-11686 428 7 to to ADP dad-11686 428 8 basel basel PROPN dad-11686 428 9 . . PUNCT dad-11686 428 10 ] ] PUNCT dad-11686 429 1 a a X dad-11686 429 2 : : PUNCT dad-11686 429 3 that that SCONJ dad-11686 429 4 ’s ’s ADV dad-11686 429 5 , , PUNCT dad-11686 429 6 it it PRON dad-11686 429 7 ’s ’ VERB dad-11686 429 8 expensive expensive ADJ dad-11686 429 9 . . PUNCT dad-11686 430 1 b b X dad-11686 430 2 : : PUNCT dad-11686 430 3 just just ADV dad-11686 430 4 do do VERB dad-11686 430 5 it it PRON dad-11686 430 6 . . PUNCT dad-11686 431 1 a a PRON dad-11686 431 2 : : PUNCT dad-11686 431 3 you you PRON dad-11686 431 4 ca can AUX dad-11686 431 5 n’t not PART dad-11686 431 6 , , PUNCT dad-11686 431 7 you you PRON dad-11686 431 8 ca can AUX dad-11686 431 9 n’t not PART dad-11686 431 10 , , PUNCT dad-11686 431 11 i i PRON dad-11686 431 12 ca can AUX dad-11686 431 13 n’t not PART dad-11686 431 14 because because SCONJ dad-11686 431 15 there there PRON dad-11686 431 16 ’s ’ VERB dad-11686 431 17 a a DET dad-11686 431 18 mountain mountain NOUN dad-11686 431 19 there there ADV dad-11686 431 20 . . PUNCT dad-11686 432 1 . . PUNCT dad-11686 432 2 . . PUNCT dad-11686 433 1 a a PRON dad-11686 433 2 : : PUNCT dad-11686 433 3 so so ADV dad-11686 433 4 i i PRON dad-11686 433 5 ’m ’m AUX dad-11686 433 6 going go VERB dad-11686 433 7 , , PUNCT dad-11686 433 8 so so SCONJ dad-11686 433 9 i i PRON dad-11686 433 10 ’m ’m AUX dad-11686 433 11 going go VERB dad-11686 433 12 here here ADV dad-11686 433 13 . . PUNCT dad-11686 434 1 〈 〈 NOUN dad-11686 434 2 a a DET dad-11686 434 3 connects connect VERB dad-11686 434 4 mount mount PROPN dad-11686 434 5 interlaken interlaken NOUN dad-11686 434 6 to to ADP dad-11686 434 7 mount mount PROPN dad-11686 434 8 bern bern PROPN dad-11686 434 9 〉 〉 PROPN dad-11686 434 10 [ [ X dad-11686 434 11 mismatch mismatch NOUN dad-11686 434 12 ! ! PUNCT dad-11686 434 13 ] ] PUNCT dad-11686 435 1 ( ( PUNCT dad-11686 435 2 4 4 X dad-11686 435 3 ) ) PUNCT dad-11686 435 4 recognising recognise VERB dad-11686 435 5 instructions instruction NOUN dad-11686 435 6 we we PRON dad-11686 435 7 firstly firstly ADV dad-11686 435 8 extract extract VERB dad-11686 435 9 instructions instruction NOUN dad-11686 435 10 from from ADP dad-11686 435 11 the the DET dad-11686 435 12 utterances utterance NOUN dad-11686 435 13 through through ADP dad-11686 435 14 the the DET dad-11686 435 15 interlocutors interlocutor NOUN dad-11686 435 16 ’ ’ PART dad-11686 435 17 use use NOUN dad-11686 435 18 of of ADP dad-11686 435 19 task task NOUN dad-11686 435 20 - - PUNCT dad-11686 435 21 specific specific ADJ dad-11686 435 22 referents referent NOUN dad-11686 435 23 . . PUNCT dad-11686 436 1 in in ADP dad-11686 436 2 the the DET dad-11686 436 3 schema schema NOUN dad-11686 436 4 as as SCONJ dad-11686 436 5 shown show VERB dad-11686 436 6 in in ADP dad-11686 436 7 fig fig NOUN dad-11686 436 8 . . PUNCT dad-11686 437 1 7 7 NUM dad-11686 437 2 , , PUNCT dad-11686 437 3 our our PRON dad-11686 437 4 input input NOUN dad-11686 437 5 consists consist VERB dad-11686 437 6 timestamped timestamped ADJ dad-11686 437 7 dialogue dialogue NOUN dad-11686 437 8 transcripts transcript NOUN dad-11686 437 9 and and CCONJ dad-11686 437 10 action action NOUN dad-11686 437 11 logs log NOUN dad-11686 437 12 . . PUNCT dad-11686 438 1 when when SCONJ dad-11686 438 2 the the DET dad-11686 438 3 input input NOUN dad-11686 438 4 is be AUX dad-11686 438 5 an an DET dad-11686 438 6 utterance utterance NOUN dad-11686 438 7 , , PUNCT dad-11686 438 8 it it PRON dad-11686 438 9 is be AUX dad-11686 438 10 processed process VERB dad-11686 438 11 to to PART dad-11686 438 12 infer infer VERB dad-11686 438 13 instructions instruction NOUN dad-11686 438 14 using use VERB dad-11686 438 15 entity entity NOUN dad-11686 438 16 patterns pattern NOUN dad-11686 438 17 . . PUNCT dad-11686 439 1 to to PART dad-11686 439 2 check check VERB dad-11686 439 3 these these DET dad-11686 439 4 entity entity NOUN dad-11686 439 5 patterns pattern NOUN dad-11686 439 6 , , PUNCT dad-11686 439 7 we we PRON dad-11686 439 8 employ employ VERB dad-11686 439 9 named name VERB dad-11686 439 10 - - PUNCT dad-11686 439 11 entity entity NOUN dad-11686 439 12 recognition recognition NOUN dad-11686 439 13 22 22 NUM dad-11686 439 14 studying study VERB dad-11686 439 15 alignment alignment NOUN dad-11686 439 16 in in ADP dad-11686 439 17 a a DET dad-11686 439 18 collaborative collaborative ADJ dad-11686 439 19 learning learning NOUN dad-11686 439 20 activity activity NOUN dad-11686 439 21 via via ADP dad-11686 439 22 automatic automatic ADJ dad-11686 439 23 methods method NOUN dad-11686 439 24 table table VERB dad-11686 439 25 4 4 NUM dad-11686 439 26 : : PUNCT dad-11686 439 27 an an DET dad-11686 439 28 example example NOUN dad-11686 439 29 from from ADP dad-11686 439 30 the the DET dad-11686 439 31 output output NOUN dad-11686 439 32 of of ADP dad-11686 439 33 recognising recognise VERB dad-11686 439 34 instructions instruction NOUN dad-11686 439 35 and and CCONJ dad-11686 439 36 detecting detect VERB dad-11686 439 37 follow follow VERB dad-11686 439 38 - - PUNCT dad-11686 439 39 up up ADP dad-11686 439 40 actions action NOUN dad-11686 439 41 ( ( PUNCT dad-11686 439 42 by by ADP dad-11686 439 43 recognise recognise NOUN dad-11686 439 44 - - PUNCT dad-11686 439 45 instructions instruction NOUN dad-11686 439 46 ( ( PUNCT dad-11686 439 47 algorithm algorithm NOUN dad-11686 439 48 1 1 NUM dad-11686 439 49 ) ) PUNCT dad-11686 439 50 and and CCONJ dad-11686 439 51 match match NOUN dad-11686 439 52 - - PUNCT dad-11686 439 53 instructions instruction NOUN dad-11686 439 54 - - PUNCT dad-11686 439 55 toactions toaction NOUN dad-11686 439 56 ( ( PUNCT dad-11686 439 57 algorithm algorithm NOUN dad-11686 439 58 3 3 NUM dad-11686 439 59 ) ) PUNCT dad-11686 439 60 ) ) PUNCT dad-11686 439 61 , , PUNCT dad-11686 439 62 from from ADP dad-11686 439 63 team team NOUN dad-11686 439 64 10 10 NUM dad-11686 439 65 . . PUNCT dad-11686 440 1 view view NOUN dad-11686 440 2 denotes denote NOUN dad-11686 440 3 which which PRON dad-11686 440 4 view view VERB dad-11686 440 5 the the DET dad-11686 440 6 interlocutor interlocutor NOUN dad-11686 440 7 is be AUX dad-11686 440 8 in in ADP dad-11686 440 9 ( ( PUNCT dad-11686 440 10 refer refer VERB dad-11686 440 11 to to ADP dad-11686 440 12 sec sec PROPN dad-11686 440 13 . . PROPN dad-11686 440 14 3.1 3.1 NUM dad-11686 440 15 ) ) PUNCT dad-11686 440 16 , , PUNCT dad-11686 440 17 either either CCONJ dad-11686 440 18 abstract abstract ADJ dad-11686 440 19 ( ( PUNCT dad-11686 440 20 ab ab NOUN dad-11686 440 21 ) ) PUNCT dad-11686 440 22 or or CCONJ dad-11686 440 23 visual visual ADJ dad-11686 440 24 ( ( PUNCT dad-11686 440 25 v v NOUN dad-11686 440 26 ) ) PUNCT dad-11686 440 27 . . PUNCT dad-11686 441 1 annotations annotation NOUN dad-11686 441 2 denotes denote VERB dad-11686 441 3 the the DET dad-11686 441 4 automatically automatically ADV dad-11686 441 5 inferred infer VERB dad-11686 441 6 instructions instruction NOUN dad-11686 441 7 and and CCONJ dad-11686 441 8 follow follow VERB dad-11686 441 9 - - PUNCT dad-11686 441 10 up up ADP dad-11686 441 11 actions action NOUN dad-11686 441 12 in in ADP dad-11686 441 13 the the DET dad-11686 441 14 activity activity NOUN dad-11686 441 15 . . PUNCT dad-11686 442 1 for for ADP dad-11686 442 2 example example NOUN dad-11686 442 3 , , PUNCT dad-11686 442 4 instructa instructa ADJ dad-11686 442 5 indicates indicate VERB dad-11686 442 6 that that SCONJ dad-11686 442 7 interlocutor interlocutor NOUN dad-11686 442 8 a a PRON dad-11686 442 9 has have AUX dad-11686 442 10 given give VERB dad-11686 442 11 an an DET dad-11686 442 12 instruction instruction NOUN dad-11686 442 13 to to PART dad-11686 442 14 add add VERB dad-11686 442 15 two two NUM dad-11686 442 16 nodes node NOUN dad-11686 442 17 ( ( PUNCT dad-11686 442 18 inferred infer VERB dad-11686 442 19 from from ADP dad-11686 442 20 referents referent NOUN dad-11686 442 21 ) ) PUNCT dad-11686 442 22 , , PUNCT dad-11686 442 23 which which PRON dad-11686 442 24 can can AUX dad-11686 442 25 be be AUX dad-11686 442 26 partially partially ADV dad-11686 442 27 recognised recognise VERB dad-11686 442 28 ( ( PUNCT dad-11686 442 29 gallen gallen PROPN dad-11686 442 30 , , PUNCT dad-11686 442 31 ? ? PUNCT dad-11686 442 32 ) ) PUNCT dad-11686 442 33 . . PUNCT dad-11686 443 1 as as SCONJ dad-11686 443 2 shown show VERB dad-11686 443 3 , , PUNCT dad-11686 443 4 the the DET dad-11686 443 5 algorithm algorithm NOUN dad-11686 443 6 builds build VERB dad-11686 443 7 up up ADP dad-11686 443 8 ( ( PUNCT dad-11686 443 9 or or CCONJ dad-11686 443 10 “ " PUNCT dad-11686 443 11 caches cache NOUN dad-11686 443 12 ” " PUNCT dad-11686 443 13 ) ) PUNCT dad-11686 443 14 instructions instruction NOUN dad-11686 443 15 until until SCONJ dad-11686 443 16 an an DET dad-11686 443 17 edit edit NOUN dad-11686 443 18 action action NOUN dad-11686 443 19 is be AUX dad-11686 443 20 performed perform VERB dad-11686 443 21 ( ( PUNCT dad-11686 443 22 ‘ ' PUNCT dad-11686 443 23 - - PUNCT dad-11686 443 24 ’ ' PUNCT dad-11686 443 25 in in ADP dad-11686 443 26 utt utt NOUN dad-11686 443 27 . . PUNCT dad-11686 443 28 ) ) PUNCT dad-11686 443 29 . . PUNCT dad-11686 444 1 note note VERB dad-11686 444 2 , , PUNCT dad-11686 444 3 since since SCONJ dad-11686 444 4 b b NOUN dad-11686 444 5 is be AUX dad-11686 444 6 in in ADP dad-11686 444 7 the the DET dad-11686 444 8 visual visual ADJ dad-11686 444 9 view view NOUN dad-11686 444 10 , , PUNCT dad-11686 444 11 their their PRON dad-11686 444 12 inferred infer VERB dad-11686 444 13 instruction instruction NOUN dad-11686 444 14 is be AUX dad-11686 444 15 deliberately deliberately ADV dad-11686 444 16 not not PART dad-11686 444 17 matched match VERB dad-11686 444 18 . . PUNCT dad-11686 445 1 utt utt PROPN dad-11686 445 2 . . PUNCT dad-11686 446 1 view view NOUN dad-11686 446 2 verb verb NOUN dad-11686 446 3 utterance utterance NOUN dad-11686 446 4 annotations annotation NOUN dad-11686 446 5 a a DET dad-11686 446 6 198 198 NUM dad-11686 446 7 ab ab NOUN dad-11686 446 8 says say VERB dad-11686 446 9 maybe maybe ADV dad-11686 446 10 we we PRON dad-11686 446 11 start start VERB dad-11686 446 12 from from ADP dad-11686 446 13 , , PUNCT dad-11686 446 14 instructa(add(zermatt instructa(add(zermatt PROPN dad-11686 446 15 , , PUNCT dad-11686 446 16 ? ? PUNCT dad-11686 446 17 ) ) PUNCT dad-11686 446 18 ) ) PUNCT dad-11686 447 1 mount mount PROPN dad-11686 447 2 zermatt zermatt PROPN dad-11686 447 3 ? ? PUNCT dad-11686 448 1 b b X dad-11686 448 2 199 199 NUM dad-11686 448 3 v v NOUN dad-11686 448 4 says say VERB dad-11686 448 5 no no DET dad-11686 448 6 lets let NOUN dad-11686 448 7 do do AUX dad-11686 448 8 mount mount VERB dad-11686 448 9 davos davos PROPN dad-11686 448 10 to to ADP dad-11686 448 11 , , PUNCT dad-11686 448 12 instructa(add(zermatt instructa(add(zermatt PROPN dad-11686 448 13 , , PUNCT dad-11686 448 14 ? ? PUNCT dad-11686 448 15 ) ) PUNCT dad-11686 448 16 , , PUNCT dad-11686 448 17 instructb(add(davos instructb(add(davo VERB dad-11686 448 18 , , PUNCT dad-11686 448 19 ? ? PUNCT dad-11686 448 20 ) ) PUNCT dad-11686 448 21 ) ) PUNCT dad-11686 448 22 where where SCONJ dad-11686 448 23 do do AUX dad-11686 448 24 you you PRON dad-11686 448 25 wanna wanna ADV dad-11686 448 26 go go VERB dad-11686 448 27 ? ? PUNCT dad-11686 449 1 a a DET dad-11686 449 2 200 200 NUM dad-11686 449 3 ab ab PROPN dad-11686 449 4 says say VERB dad-11686 449 5 . . PUNCT dad-11686 449 6 . . PUNCT dad-11686 449 7 . . PUNCT dad-11686 450 1 to to PART dad-11686 450 2 mount mount PROPN dad-11686 450 3 , , PUNCT dad-11686 450 4 st st PROPN dad-11686 450 5 gallen gallen PROPN dad-11686 450 6 . . PUNCT dad-11686 451 1 instructa(add(zermatt instructa(add(zermatt PROPN dad-11686 451 2 , , PUNCT dad-11686 451 3 ? ? PUNCT dad-11686 451 4 ) ) PUNCT dad-11686 451 5 , , PUNCT dad-11686 451 6 instructb(add(davos instructb(add(davo VERB dad-11686 451 7 , , PUNCT dad-11686 451 8 ? ? PUNCT dad-11686 451 9 ) ) PUNCT dad-11686 451 10 , , PUNCT dad-11686 451 11 instructa(add(gallen instructa(add(gallen PROPN dad-11686 451 12 , , PUNCT dad-11686 451 13 ? ? PUNCT dad-11686 451 14 ) ) PUNCT dad-11686 451 15 ) ) PUNCT dad-11686 452 1 b b X dad-11686 452 2 201 201 NUM dad-11686 452 3 v v NOUN dad-11686 452 4 says say VERB dad-11686 452 5 okay okay INTJ dad-11686 452 6 . . PUNCT dad-11686 453 1 as as ADP dad-11686 453 2 previous previous ADJ dad-11686 453 3 b b PROPN dad-11686 453 4 v v NOUN dad-11686 453 5 adds add VERB dad-11686 453 6 gallen gallen PROPN dad-11686 453 7 - - PUNCT dad-11686 453 8 davos davos PROPN dad-11686 453 9 instructa(add(zermatt instructa(add(zermatt PROPN dad-11686 453 10 , , PUNCT dad-11686 453 11 ? ? PUNCT dad-11686 453 12 ) ) PUNCT dad-11686 453 13 , , PUNCT dad-11686 453 14 matchb matchb NOUN dad-11686 453 15 ( ( PUNCT dad-11686 453 16 instructa(add(gallen instructa(add(gallen ADJ dad-11686 453 17 , , PUNCT dad-11686 453 18 ? ? PUNCT dad-11686 453 19 ) ) PUNCT dad-11686 453 20 ) ) PUNCT dad-11686 453 21 ) ) PUNCT dad-11686 453 22 ( ( PUNCT dad-11686 453 23 ner ner NOUN dad-11686 453 24 ) ) PUNCT dad-11686 453 25 feature feature NOUN dad-11686 453 26 of of ADP dad-11686 453 27 the the DET dad-11686 453 28 python python PROPN dad-11686 453 29 library library NOUN dad-11686 453 30 spacy spacy NOUN dad-11686 453 31 that that PRON dad-11686 453 32 performs perform VERB dad-11686 453 33 this this DET dad-11686 453 34 entity entity NOUN dad-11686 453 35 recognition recognition NOUN dad-11686 453 36 . . PUNCT dad-11686 454 1 we we PRON dad-11686 454 2 add add VERB dad-11686 454 3 the the DET dad-11686 454 4 node node ADJ dad-11686 454 5 names name NOUN dad-11686 454 6 of of ADP dad-11686 454 7 the the DET dad-11686 454 8 mountains mountain NOUN dad-11686 454 9 ( ( PUNCT dad-11686 454 10 e.g. e.g. ADV dad-11686 454 11 “ " PUNCT dad-11686 454 12 montreux montreux ADJ dad-11686 454 13 ” " PUNCT dad-11686 454 14 ) ) PUNCT dad-11686 454 15 , , PUNCT dad-11686 454 16 and and CCONJ dad-11686 454 17 also also ADV dad-11686 454 18 verbs verb NOUN dad-11686 454 19 ; ; PUNCT dad-11686 454 20 i.e. i.e. X dad-11686 454 21 “ " PUNCT dad-11686 454 22 add add VERB dad-11686 454 23 ” " PUNCT dad-11686 454 24 , , PUNCT dad-11686 454 25 “ " PUNCT dad-11686 454 26 subtract subtract NOUN dad-11686 454 27 ” " PUNCT dad-11686 454 28 . . PUNCT dad-11686 454 29 . . PUNCT dad-11686 454 30 . . PUNCT dad-11686 455 1 then then ADV dad-11686 455 2 , , PUNCT dad-11686 455 3 if if SCONJ dad-11686 455 4 the the DET dad-11686 455 5 input input NOUN dad-11686 455 6 utterance utterance NOUN dad-11686 455 7 contains contain VERB dad-11686 455 8 our our PRON dad-11686 455 9 custom custom NOUN dad-11686 455 10 entity entity NOUN dad-11686 455 11 patterns pattern NOUN dad-11686 455 12 , , PUNCT dad-11686 455 13 then then ADV dad-11686 455 14 we we PRON dad-11686 455 15 automatically automatically ADV dad-11686 455 16 infer infer VERB dad-11686 455 17 instructions instruction NOUN dad-11686 455 18 from from ADP dad-11686 455 19 the the DET dad-11686 455 20 utterance utterance NOUN dad-11686 455 21 by by ADP dad-11686 455 22 joining join VERB dad-11686 455 23 these these DET dad-11686 455 24 entities entity NOUN dad-11686 455 25 together together ADV dad-11686 455 26 . . PUNCT dad-11686 456 1 for for ADP dad-11686 456 2 example example NOUN dad-11686 456 3 , , PUNCT dad-11686 456 4 the the DET dad-11686 456 5 result result NOUN dad-11686 456 6 may may AUX dad-11686 456 7 be be AUX dad-11686 456 8 add(node1,node2 add(node1,node2 NUM dad-11686 456 9 ) ) PUNCT dad-11686 456 10 , , PUNCT dad-11686 456 11 because because SCONJ dad-11686 456 12 the the DET dad-11686 456 13 interlocutor interlocutor NOUN dad-11686 456 14 explicitly explicitly ADV dad-11686 456 15 said say VERB dad-11686 456 16 the the DET dad-11686 456 17 verb verb NOUN dad-11686 456 18 “ " PUNCT dad-11686 456 19 add add VERB dad-11686 456 20 ” " PUNCT dad-11686 456 21 and and CCONJ dad-11686 456 22 also also ADV dad-11686 456 23 the the DET dad-11686 456 24 names name NOUN dad-11686 456 25 of of ADP dad-11686 456 26 the the DET dad-11686 456 27 mountains mountain NOUN dad-11686 456 28 . . PUNCT dad-11686 457 1 we we PRON dad-11686 457 2 give give VERB dad-11686 457 3 the the DET dad-11686 457 4 complete complete ADJ dad-11686 457 5 algorithm algorithm NOUN dad-11686 457 6 in in ADP dad-11686 457 7 appendix appendix PROPN dad-11686 457 8 e. e. PROPN dad-11686 457 9 matching matching PROPN dad-11686 457 10 instructions instruction NOUN dad-11686 457 11 - - PUNCT dad-11686 457 12 to to ADP dad-11686 457 13 - - PUNCT dad-11686 457 14 actions action NOUN dad-11686 457 15 to to PART dad-11686 457 16 find find VERB dad-11686 457 17 ( ( PUNCT dad-11686 457 18 mis)matches mis)matche NOUN dad-11686 457 19 of of ADP dad-11686 457 20 instructions instruction NOUN dad-11686 457 21 - - PUNCT dad-11686 457 22 to to ADP dad-11686 457 23 - - PUNCT dad-11686 457 24 actions action NOUN dad-11686 457 25 , , PUNCT dad-11686 457 26 we we PRON dad-11686 457 27 then then ADV dad-11686 457 28 follow follow VERB dad-11686 457 29 the the DET dad-11686 457 30 logic logic NOUN dad-11686 457 31 as as SCONJ dad-11686 457 32 given give VERB dad-11686 457 33 in in ADP dad-11686 457 34 the the DET dad-11686 457 35 schema schema NOUN dad-11686 457 36 to to PART dad-11686 457 37 determine determine VERB dad-11686 457 38 whether whether SCONJ dad-11686 457 39 there there PRON dad-11686 457 40 is be VERB dad-11686 457 41 an an DET dad-11686 457 42 inferred infer VERB dad-11686 457 43 instruction instruction NOUN dad-11686 457 44 in in ADP dad-11686 457 45 the the DET dad-11686 457 46 instructions instruction NOUN dad-11686 457 47 list list NOUN dad-11686 457 48 at at ADP dad-11686 457 49 the the DET dad-11686 457 50 time time NOUN dad-11686 457 51 an an DET dad-11686 457 52 action action NOUN dad-11686 457 53 was be AUX dad-11686 457 54 taken take VERB dad-11686 457 55 . . PUNCT dad-11686 458 1 then then ADV dad-11686 458 2 , , PUNCT dad-11686 458 3 we we PRON dad-11686 458 4 check check VERB dad-11686 458 5 whether whether SCONJ dad-11686 458 6 the the DET dad-11686 458 7 action action NOUN dad-11686 458 8 matches match VERB dad-11686 458 9 or or CCONJ dad-11686 458 10 mismatches mismatch NOUN dad-11686 458 11 the the DET dad-11686 458 12 inferred infer VERB dad-11686 458 13 instruction instruction NOUN dad-11686 458 14 . . PUNCT dad-11686 459 1 in in ADP dad-11686 459 2 example example NOUN dad-11686 459 3 3 3 NUM dad-11686 459 4 , , PUNCT dad-11686 459 5 gallen gallen PROPN dad-11686 459 6 - - PUNCT dad-11686 459 7 davos davos PROPN dad-11686 459 8 was be AUX dad-11686 459 9 the the DET dad-11686 459 10 result result NOUN dad-11686 459 11 of of ADP dad-11686 459 12 a a DET dad-11686 459 13 negotiation negotiation NOUN dad-11686 459 14 , , PUNCT dad-11686 459 15 rather rather ADV dad-11686 459 16 than than ADP dad-11686 459 17 a a DET dad-11686 459 18 complete complete ADJ dad-11686 459 19 given give VERB dad-11686 459 20 instruction instruction NOUN dad-11686 459 21 by by ADP dad-11686 459 22 the the DET dad-11686 459 23 ig ig PROPN dad-11686 459 24 . . PUNCT dad-11686 460 1 b b PROPN dad-11686 460 2 says say VERB dad-11686 460 3 in in ADP dad-11686 460 4 one one NUM dad-11686 460 5 utterance utterance NOUN dad-11686 460 6 “ " PUNCT dad-11686 460 7 oh oh INTJ dad-11686 460 8 mount mount PROPN dad-11686 460 9 davos davos PROPN dad-11686 460 10 ” " PUNCT dad-11686 460 11 and and CCONJ dad-11686 460 12 then then ADV dad-11686 460 13 in in ADP dad-11686 460 14 another another PRON dad-11686 460 15 “ " PUNCT dad-11686 460 16 to to PART dad-11686 460 17 mount mount VERB dad-11686 460 18 gallen gallen PROPN dad-11686 461 1 yeah yeah INTJ dad-11686 461 2 do do VERB dad-11686 461 3 that that PRON dad-11686 461 4 ” " PUNCT dad-11686 461 5 , , PUNCT dad-11686 461 6 resulting result VERB dad-11686 461 7 in in ADP dad-11686 461 8 two two NUM dad-11686 461 9 cached cache VERB dad-11686 461 10 inferred infer VERB dad-11686 461 11 instructions instruction NOUN dad-11686 461 12 ; ; PUNCT dad-11686 461 13 ( ( PUNCT dad-11686 461 14 davos davos PROPN dad-11686 461 15 , , PUNCT dad-11686 461 16 ? ? PUNCT dad-11686 461 17 ) ) PUNCT dad-11686 462 1 and and CCONJ dad-11686 462 2 ( ( PUNCT dad-11686 462 3 gallen gallen PROPN dad-11686 462 4 , , PUNCT dad-11686 462 5 ? ? PUNCT dad-11686 462 6 ) ) PUNCT dad-11686 462 7 respectively respectively ADV dad-11686 462 8 . . PUNCT dad-11686 463 1 this this PRON dad-11686 463 2 accounts account VERB dad-11686 463 3 for for ADP dad-11686 463 4 some some DET dad-11686 463 5 amount amount NOUN dad-11686 463 6 of of ADP dad-11686 463 7 multiple multiple ADJ dad-11686 463 8 speaker speaker NOUN dad-11686 463 9 turn7 turn7 NOUN dad-11686 463 10 negotiations negotiation NOUN dad-11686 463 11 , , PUNCT dad-11686 463 12 and and CCONJ dad-11686 463 13 possible possible ADJ dad-11686 463 14 other other ADJ dad-11686 463 15 ways way NOUN dad-11686 463 16 of of ADP dad-11686 463 17 referring refer VERB dad-11686 463 18 to to ADP dad-11686 463 19 task task NOUN dad-11686 463 20 - - PUNCT dad-11686 463 21 specific specific ADJ dad-11686 463 22 referents referent NOUN dad-11686 463 23 ( ( PUNCT dad-11686 463 24 e.g. e.g. ADV dad-11686 463 25 “ " PUNCT dad-11686 463 26 now now ADV dad-11686 463 27 go go VERB dad-11686 463 28 from from ADP dad-11686 463 29 there there ADV dad-11686 463 30 to to ADP dad-11686 463 31 davos davos PROPN dad-11686 463 32 ” " PUNCT dad-11686 463 33 ) ) PUNCT dad-11686 463 34 . . PUNCT dad-11686 464 1 though though SCONJ dad-11686 464 2 an an DET dad-11686 464 3 instruction instruction NOUN dad-11686 464 4 could could AUX dad-11686 464 5 be be AUX dad-11686 464 6 carried carry VERB dad-11686 464 7 out out ADP dad-11686 464 8 after after SCONJ dad-11686 464 9 the the DET dad-11686 464 10 views view NOUN dad-11686 464 11 swap swap VERB dad-11686 464 12 again again ADV dad-11686 464 13 , , PUNCT dad-11686 464 14 i.e. i.e. X dad-11686 464 15 in in ADP dad-11686 464 16 the the DET dad-11686 464 17 following following ADJ dad-11686 464 18 turn turn NOUN dad-11686 464 19 , , PUNCT dad-11686 464 20 in in ADP dad-11686 464 21 our our PRON dad-11686 464 22 methodology methodology NOUN dad-11686 464 23 , , PUNCT dad-11686 464 24 the the DET dad-11686 464 25 pending pende VERB dad-11686 464 26 instructions instruction NOUN dad-11686 464 27 are be AUX dad-11686 464 28 cleared clear VERB dad-11686 464 29 at at ADP dad-11686 464 30 every every DET dad-11686 464 31 swap swap NOUN dad-11686 464 32 ( ( PUNCT dad-11686 464 33 if if SCONJ dad-11686 464 34 “ " PUNCT dad-11686 464 35 swap swap NOUN dad-11686 464 36 or or CCONJ dad-11686 464 37 submit submit VERB dad-11686 464 38 ” " PUNCT dad-11686 464 39 , , PUNCT dad-11686 464 40 then then ADV dad-11686 464 41 “ " PUNCT dad-11686 464 42 clear clear ADJ dad-11686 464 43 instructions instruction NOUN dad-11686 464 44 ” " PUNCT dad-11686 464 45 ) ) PUNCT dad-11686 464 46 , , PUNCT dad-11686 464 47 resulting result VERB dad-11686 464 48 sometimes sometimes ADV dad-11686 464 49 in in ADP dad-11686 464 50 a a DET dad-11686 464 51 nonmatched nonmatched ADJ dad-11686 464 52 action action NOUN dad-11686 464 53 , , PUNCT dad-11686 464 54 or or CCONJ dad-11686 464 55 when when SCONJ dad-11686 464 56 an an DET dad-11686 464 57 action action NOUN dad-11686 464 58 occurred occur VERB dad-11686 464 59 but but CCONJ dad-11686 464 60 there there PRON dad-11686 464 61 was be VERB dad-11686 464 62 no no DET dad-11686 464 63 inferred inferred ADJ dad-11686 464 64 7note 7note NUM dad-11686 464 65 , , PUNCT dad-11686 464 66 we we PRON dad-11686 464 67 specifically specifically ADV dad-11686 464 68 use use VERB dad-11686 464 69 “ " PUNCT dad-11686 464 70 speaker speaker NOUN dad-11686 464 71 turn turn NOUN dad-11686 464 72 ” " PUNCT dad-11686 464 73 to to PART dad-11686 464 74 distinguish distinguish VERB dad-11686 464 75 from from ADP dad-11686 464 76 a a DET dad-11686 464 77 turn turn NOUN dad-11686 464 78 in in ADP dad-11686 464 79 the the DET dad-11686 464 80 collaborative collaborative ADJ dad-11686 464 81 activity activity NOUN dad-11686 464 82 ; ; PUNCT dad-11686 464 83 i.e. i.e. X dad-11686 464 84 every every DET dad-11686 464 85 swapping swapping NOUN dad-11686 464 86 of of ADP dad-11686 464 87 views view NOUN dad-11686 464 88 . . PUNCT dad-11686 465 1 23 23 NUM dad-11686 465 2 https://spacy.io/ https://spacy.io/ PROPN dad-11686 465 3 utku utku ADJ dad-11686 465 4 norman∗ norman∗ NOUN dad-11686 465 5 , , PUNCT dad-11686 465 6 tanvi tanvi NOUN dad-11686 465 7 dinkar∗ dinkar∗ NOUN dad-11686 465 8 , , PUNCT dad-11686 465 9 barbara barbara PROPN dad-11686 465 10 bruno bruno PROPN dad-11686 465 11 , , PUNCT dad-11686 465 12 and and CCONJ dad-11686 465 13 chloé chloé VERB dad-11686 465 14 clavel clavel NOUN dad-11686 465 15 instruction instruction NOUN dad-11686 465 16 . . PUNCT dad-11686 466 1 a a DET dad-11686 466 2 full full ADJ dad-11686 466 3 and and CCONJ dad-11686 466 4 concrete concrete ADJ dad-11686 466 5 example example NOUN dad-11686 466 6 of of ADP dad-11686 466 7 the the DET dad-11686 466 8 added add VERB dad-11686 466 9 annotations annotation NOUN dad-11686 466 10 of of ADP dad-11686 466 11 our our PRON dad-11686 466 12 automatically automatically ADV dad-11686 466 13 inferred infer VERB dad-11686 466 14 instructions instruction NOUN dad-11686 466 15 - - PUNCT dad-11686 466 16 to to ADP dad-11686 466 17 - - PUNCT dad-11686 466 18 actions action NOUN dad-11686 466 19 is be AUX dad-11686 466 20 given give VERB dad-11686 466 21 in in ADP dad-11686 466 22 table table NOUN dad-11686 466 23 4 4 NUM dad-11686 466 24 . . NOUN dad-11686 466 25 6.1 6.1 NUM dad-11686 466 26 experiment experiment NOUN dad-11686 466 27 3 3 NUM dad-11686 466 28 : : PUNCT dad-11686 466 29 studying study VERB dad-11686 466 30 when when SCONJ dad-11686 466 31 interlocutors interlocutor NOUN dad-11686 466 32 are be AUX dad-11686 466 33 behaviourally behaviourally ADV dad-11686 466 34 aligned align VERB dad-11686 466 35 and and CCONJ dad-11686 466 36 its its PRON dad-11686 466 37 association association NOUN dad-11686 466 38 with with ADP dad-11686 466 39 task task NOUN dad-11686 466 40 success success NOUN dad-11686 466 41 ( ( PUNCT dad-11686 466 42 h2.1 h2.1 NUM dad-11686 466 43 ) ) PUNCT dad-11686 466 44 6.1.1 6.1.1 NUM dad-11686 466 45 methodology methodology NOUN dad-11686 466 46 to to PART dad-11686 466 47 investigate investigate VERB dad-11686 466 48 h2.1 h2.1 ADV dad-11686 466 49 , , PUNCT dad-11686 466 50 we we PRON dad-11686 466 51 compare compare VERB dad-11686 466 52 the the DET dad-11686 466 53 distributions distribution NOUN dad-11686 466 54 of of ADP dad-11686 466 55 the the DET dad-11686 466 56 match match NOUN dad-11686 466 57 and and CCONJ dad-11686 466 58 mismatch mismatch NOUN dad-11686 466 59 times time NOUN dad-11686 466 60 of of ADP dad-11686 466 61 the the DET dad-11686 466 62 teams team NOUN dad-11686 466 63 , , PUNCT dad-11686 466 64 by by ADP dad-11686 466 65 following follow VERB dad-11686 466 66 the the DET dad-11686 466 67 same same ADJ dad-11686 466 68 methodology methodology NOUN dad-11686 466 69 stated state VERB dad-11686 466 70 for for ADP dad-11686 466 71 h1.1 h1.1 NOUN dad-11686 466 72 ( ( PUNCT dad-11686 466 73 which which PRON dad-11686 466 74 investigated investigate VERB dad-11686 466 75 establishment establishment NOUN dad-11686 466 76 and and CCONJ dad-11686 466 77 priming priming NOUN dad-11686 466 78 times time NOUN dad-11686 466 79 ) ) PUNCT dad-11686 466 80 . . PUNCT dad-11686 467 1 in in ADP dad-11686 467 2 particular particular ADJ dad-11686 467 3 , , PUNCT dad-11686 467 4 we we PRON dad-11686 467 5 check check VERB dad-11686 467 6 if if SCONJ dad-11686 467 7 the the DET dad-11686 467 8 median median ADJ dad-11686 467 9 match match NOUN dad-11686 467 10 or or CCONJ dad-11686 467 11 mismatch mismatch NOUN dad-11686 467 12 times time NOUN dad-11686 467 13 are be AUX dad-11686 467 14 significantly significantly ADV dad-11686 467 15 earlier early ADV dad-11686 467 16 for for ADP dad-11686 467 17 better well ADV dad-11686 467 18 - - PUNCT dad-11686 467 19 performing perform VERB dad-11686 467 20 teams team NOUN dad-11686 467 21 by by ADP dad-11686 467 22 spearman spearman NOUN dad-11686 467 23 ’s ’s PART dad-11686 467 24 rank rank NOUN dad-11686 467 25 correlation correlation NOUN dad-11686 467 26 , , PUNCT dad-11686 467 27 and and CCONJ dad-11686 467 28 for for ADP dad-11686 467 29 the the DET dad-11686 467 30 two two NUM dad-11686 467 31 groups group NOUN dad-11686 467 32 of of ADP dad-11686 467 33 learning learn VERB dad-11686 467 34 , , PUNCT dad-11686 467 35 by by ADP dad-11686 467 36 kruskal kruskal PROPN dad-11686 467 37 - - PUNCT dad-11686 467 38 wallis wallis PROPN dad-11686 467 39 h h PROPN dad-11686 467 40 test test NOUN dad-11686 467 41 . . PUNCT dad-11686 468 1 6.1.2 6.1.2 NUM dad-11686 468 2 results result NOUN dad-11686 468 3 and and CCONJ dad-11686 468 4 discussion discussion NOUN dad-11686 468 5 empirical empirical ADJ dad-11686 468 6 results result NOUN dad-11686 468 7 the the DET dad-11686 468 8 median median PROPN dad-11686 468 9 match match NOUN dad-11686 468 10 times time NOUN dad-11686 468 11 has have VERB dad-11686 468 12 a a DET dad-11686 468 13 moderate moderate ADJ dad-11686 468 14 positive positive ADJ dad-11686 468 15 correlation correlation NOUN dad-11686 468 16 coefficient coefficient NOUN dad-11686 468 17 with with ADP dad-11686 468 18 the the DET dad-11686 468 19 task task NOUN dad-11686 468 20 performance performance NOUN dad-11686 468 21 measure measure NOUN dad-11686 468 22 error error NOUN dad-11686 468 23 ( ( PUNCT dad-11686 468 24 spearman spearman NOUN dad-11686 468 25 ’s ’s PART dad-11686 468 26 ρ ρ PROPN dad-11686 468 27 = = SYM dad-11686 468 28 0.59 0.59 NUM dad-11686 468 29 , , PUNCT dad-11686 468 30 p p X dad-11686 468 31 = = NOUN dad-11686 468 32 .08 .08 NUM dad-11686 468 33 ) ) PUNCT dad-11686 468 34 . . PUNCT dad-11686 469 1 this this PRON dad-11686 469 2 means mean VERB dad-11686 469 3 that that SCONJ dad-11686 469 4 betterperforming betterperforming NOUN dad-11686 469 5 teams team NOUN dad-11686 469 6 tend tend VERB dad-11686 469 7 to to PART dad-11686 469 8 have have VERB dad-11686 469 9 matches match NOUN dad-11686 469 10 earlier early ADV dad-11686 469 11 . . PUNCT dad-11686 470 1 while while SCONJ dad-11686 470 2 close close ADJ dad-11686 470 3 to to ADP dad-11686 470 4 significant significant ADJ dad-11686 470 5 ( ( PUNCT dad-11686 470 6 however however ADV dad-11686 470 7 , , PUNCT dad-11686 470 8 p p X dad-11686 470 9 > > X dad-11686 470 10 .05 .05 NUM dad-11686 470 11 ) ) PUNCT dad-11686 470 12 , , PUNCT dad-11686 470 13 this this PRON dad-11686 470 14 follows follow VERB dad-11686 470 15 our our PRON dad-11686 470 16 results result NOUN dad-11686 470 17 regarding regard VERB dad-11686 470 18 lexical lexical ADJ dad-11686 470 19 alignment alignment NOUN dad-11686 470 20 ; ; PUNCT dad-11686 470 21 i.e. i.e. X dad-11686 470 22 better well ADV dad-11686 470 23 performing perform VERB dad-11686 470 24 teams team NOUN dad-11686 470 25 align align VERB dad-11686 470 26 both both CCONJ dad-11686 470 27 verbally verbally ADV dad-11686 470 28 and and CCONJ dad-11686 470 29 behaviourally behaviourally ADV dad-11686 470 30 earlier early ADV dad-11686 470 31 ( ( PUNCT dad-11686 470 32 in in ADP dad-11686 470 33 terms term NOUN dad-11686 470 34 of of ADP dad-11686 470 35 matched match VERB dad-11686 470 36 instructions instruction NOUN dad-11686 470 37 - - PUNCT dad-11686 470 38 to to ADP dad-11686 470 39 - - PUNCT dad-11686 470 40 actions action NOUN dad-11686 470 41 ) ) PUNCT dad-11686 470 42 than than ADP dad-11686 470 43 badly badly ADV dad-11686 470 44 performing perform VERB dad-11686 470 45 teams team NOUN dad-11686 470 46 . . PUNCT dad-11686 471 1 h2.1 h2.1 PRON dad-11686 471 2 is be AUX dad-11686 471 3 weakly weakly ADV dad-11686 471 4 supported support VERB dad-11686 471 5 by by ADP dad-11686 471 6 these these DET dad-11686 471 7 results result NOUN dad-11686 471 8 . . PUNCT dad-11686 472 1 better well ADV dad-11686 472 2 - - PUNCT dad-11686 472 3 performing perform VERB dad-11686 472 4 teams team NOUN dad-11686 472 5 tend tend VERB dad-11686 472 6 to to PART dad-11686 472 7 have have VERB dad-11686 472 8 mismatches mismatch NOUN dad-11686 472 9 earlier early ADV dad-11686 472 10 as as ADV dad-11686 472 11 well well ADV dad-11686 472 12 ( ( PUNCT dad-11686 472 13 spearman spearman NOUN dad-11686 472 14 ’s ’s PART dad-11686 472 15 ρ ρ NOUN dad-11686 472 16 = = PROPN dad-11686 472 17 0.70 0.70 NUM dad-11686 472 18 , , PUNCT dad-11686 472 19 p p PROPN dad-11686 472 20 = = NOUN dad-11686 472 21 .024 .024 NUM dad-11686 472 22 ) ) PUNCT dad-11686 472 23 . . PUNCT dad-11686 473 1 fig fig NOUN dad-11686 473 2 . . PUNCT dad-11686 474 1 8 8 NUM dad-11686 474 2 shows show VERB dad-11686 474 3 the the DET dad-11686 474 4 distribution distribution NOUN dad-11686 474 5 of of ADP dad-11686 474 6 the the DET dad-11686 474 7 ( ( PUNCT dad-11686 474 8 mis)match mis)match PROPN dad-11686 474 9 times time NOUN dad-11686 474 10 for for ADP dad-11686 474 11 each each DET dad-11686 474 12 team team NOUN dad-11686 474 13 in in ADP dad-11686 474 14 a a DET dad-11686 474 15 common common ADJ dad-11686 474 16 time time NOUN dad-11686 474 17 frame frame NOUN dad-11686 474 18 . . PUNCT dad-11686 475 1 when when SCONJ dad-11686 475 2 the the DET dad-11686 475 3 times time NOUN dad-11686 475 4 are be AUX dad-11686 475 5 normalised normalise VERB dad-11686 475 6 by by ADP dad-11686 475 7 the the DET dad-11686 475 8 duration duration NOUN dad-11686 475 9 for for ADP dad-11686 475 10 each each DET dad-11686 475 11 team team NOUN dad-11686 475 12 separately separately ADV dad-11686 475 13 , , PUNCT dad-11686 475 14 we we PRON dad-11686 475 15 still still ADV dad-11686 475 16 observe observe VERB dad-11686 475 17 a a DET dad-11686 475 18 positive positive ADJ dad-11686 475 19 , , PUNCT dad-11686 475 20 moderate moderate ADJ dad-11686 475 21 spearman spearman NOUN dad-11686 475 22 ’s ’s PART dad-11686 475 23 correlation correlation NOUN dad-11686 475 24 coefficient coefficient NOUN dad-11686 475 25 ( ( PUNCT dad-11686 475 26 ρ ρ NOUN dad-11686 475 27 = = SYM dad-11686 475 28 0.54 0.54 NUM dad-11686 475 29 , , PUNCT dad-11686 475 30 p p X dad-11686 475 31 = = NOUN dad-11686 475 32 .11 .11 NUM dad-11686 475 33 ) ) PUNCT dad-11686 475 34 , , PUNCT dad-11686 475 35 that that PRON dad-11686 475 36 indicates indicate VERB dad-11686 475 37 a a DET dad-11686 475 38 general general ADJ dad-11686 475 39 trend trend NOUN dad-11686 475 40 that that PRON dad-11686 475 41 matches match VERB dad-11686 475 42 happen happen VERB dad-11686 475 43 earlier early ADV dad-11686 475 44 for for ADP dad-11686 475 45 the the DET dad-11686 475 46 better well ADV dad-11686 475 47 - - PUNCT dad-11686 475 48 performing perform VERB dad-11686 475 49 teams team NOUN dad-11686 475 50 . . PUNCT dad-11686 476 1 fig fig NOUN dad-11686 476 2 . . PUNCT dad-11686 477 1 9 9 NUM dad-11686 477 2 shows show NOUN dad-11686 477 3 for for ADP dad-11686 477 4 each each DET dad-11686 477 5 team team NOUN dad-11686 477 6 , , PUNCT dad-11686 477 7 the the DET dad-11686 477 8 distribution distribution NOUN dad-11686 477 9 of of ADP dad-11686 477 10 the the DET dad-11686 477 11 match match NOUN dad-11686 477 12 and and CCONJ dad-11686 477 13 mismatch mismatch PROPN dad-11686 477 14 times time NOUN dad-11686 477 15 , , PUNCT dad-11686 477 16 normalised normalise VERB dad-11686 477 17 by by ADP dad-11686 477 18 the the DET dad-11686 477 19 duration duration NOUN dad-11686 477 20 of of ADP dad-11686 477 21 each each DET dad-11686 477 22 team team NOUN dad-11686 477 23 itself itself PRON dad-11686 477 24 . . PUNCT dad-11686 478 1 while while SCONJ dad-11686 478 2 it it PRON dad-11686 478 3 is be AUX dad-11686 478 4 natural natural ADJ dad-11686 478 5 to to PART dad-11686 478 6 think think VERB dad-11686 478 7 that that SCONJ dad-11686 478 8 instructions instruction NOUN dad-11686 478 9 will will AUX dad-11686 478 10 be be AUX dad-11686 478 11 followed follow VERB dad-11686 478 12 by by ADP dad-11686 478 13 a a DET dad-11686 478 14 match match NOUN dad-11686 478 15 for for ADP dad-11686 478 16 more more ADV dad-11686 478 17 successful successful ADJ dad-11686 478 18 teams team NOUN dad-11686 478 19 in in ADP dad-11686 478 20 a a DET dad-11686 478 21 structured structured ADJ dad-11686 478 22 and and CCONJ dad-11686 478 23 organised organised ADJ dad-11686 478 24 manner manner NOUN dad-11686 478 25 , , PUNCT dad-11686 478 26 we we PRON dad-11686 478 27 observe observe VERB dad-11686 478 28 that that SCONJ dad-11686 478 29 teams team NOUN dad-11686 478 30 that that PRON dad-11686 478 31 performed perform VERB dad-11686 478 32 badly badly ADV dad-11686 478 33 and and CCONJ dad-11686 478 34 teams team NOUN dad-11686 478 35 that that PRON dad-11686 478 36 did do AUX dad-11686 478 37 not not PART dad-11686 478 38 learn learn VERB dad-11686 478 39 also also ADV dad-11686 478 40 have have VERB dad-11686 478 41 a a DET dad-11686 478 42 certain certain ADJ dad-11686 478 43 period period NOUN dad-11686 478 44 of of ADP dad-11686 478 45 matches match NOUN dad-11686 478 46 . . PUNCT dad-11686 479 1 therefore therefore ADV dad-11686 479 2 independent independent ADJ dad-11686 479 3 of of ADP dad-11686 479 4 their their PRON dad-11686 479 5 task task NOUN dad-11686 479 6 success success NOUN dad-11686 479 7 , , PUNCT dad-11686 479 8 all all DET dad-11686 479 9 teams team NOUN dad-11686 479 10 have have VERB dad-11686 479 11 their their PRON dad-11686 479 12 ig ig PRON dad-11686 479 13 ’s ’s PART dad-11686 479 14 instructions instruction NOUN dad-11686 479 15 matched match VERB dad-11686 479 16 to to ADP dad-11686 479 17 the the DET dad-11686 479 18 if if SCONJ dad-11686 479 19 ’s ’s PART dad-11686 479 20 actions action NOUN dad-11686 479 21 to to ADP dad-11686 479 22 some some DET dad-11686 479 23 extent extent NOUN dad-11686 479 24 . . PUNCT dad-11686 480 1 match match NOUN dad-11686 480 2 times time NOUN dad-11686 480 3 have have AUX dad-11686 480 4 mean mean NOUN dad-11686 480 5 of of ADP dad-11686 480 6 the the DET dad-11686 480 7 medians median NOUN dad-11686 480 8 = = PUNCT dad-11686 480 9 62.6 62.6 NUM dad-11686 480 10 % % NOUN dad-11686 480 11 ( ( PUNCT dad-11686 480 12 combined combine VERB dad-11686 480 13 sd sd NOUN dad-11686 480 14 = = SYM dad-11686 480 15 21.9 21.9 NUM dad-11686 480 16 % % NOUN dad-11686 480 17 ) ) PUNCT dad-11686 480 18 , , PUNCT dad-11686 480 19 and and CCONJ dad-11686 480 20 mismatches mismatch NOUN dad-11686 480 21 have have AUX dad-11686 480 22 mean mean NOUN dad-11686 480 23 of of ADP dad-11686 480 24 medians median NOUN dad-11686 480 25 = = PUNCT dad-11686 480 26 67.6 67.6 NUM dad-11686 480 27 % % NOUN dad-11686 480 28 ( ( PUNCT dad-11686 480 29 combined combine VERB dad-11686 480 30 sd sd NOUN dad-11686 480 31 = = SYM dad-11686 480 32 26.0 26.0 NUM dad-11686 480 33 % % NOUN dad-11686 480 34 ) ) PUNCT dad-11686 480 35 . . PUNCT dad-11686 481 1 by by ADP dad-11686 481 2 inspecting inspect VERB dad-11686 481 3 the the DET dad-11686 481 4 median median NOUN dad-11686 481 5 of of ADP dad-11686 481 6 the the DET dad-11686 481 7 match match NOUN dad-11686 481 8 times time NOUN dad-11686 481 9 with with ADP dad-11686 481 10 learning learn VERB dad-11686 481 11 outcomes outcome NOUN dad-11686 481 12 , , PUNCT dad-11686 481 13 we we PRON dad-11686 481 14 observe observe VERB dad-11686 481 15 that that SCONJ dad-11686 481 16 they they PRON dad-11686 481 17 are be AUX dad-11686 481 18 not not PART dad-11686 481 19 significantly significantly ADV dad-11686 481 20 different different ADJ dad-11686 481 21 for for ADP dad-11686 481 22 teams team NOUN dad-11686 481 23 with with ADP dad-11686 481 24 positive positive ADJ dad-11686 481 25 learning learning NOUN dad-11686 481 26 outcomes outcome NOUN dad-11686 481 27 ( ( PUNCT dad-11686 481 28 teams team NOUN dad-11686 481 29 7 7 NUM dad-11686 481 30 , , PUNCT dad-11686 481 31 9 9 NUM dad-11686 481 32 , , PUNCT dad-11686 481 33 10 10 NUM dad-11686 481 34 , , PUNCT dad-11686 481 35 11 11 NUM dad-11686 481 36 , , PUNCT dad-11686 481 37 17 17 NUM dad-11686 481 38 ) ) PUNCT dad-11686 481 39 vs. vs. ADP dad-11686 481 40 others other NOUN dad-11686 481 41 ( ( PUNCT dad-11686 481 42 teams team NOUN dad-11686 481 43 8 8 NUM dad-11686 481 44 , , PUNCT dad-11686 481 45 18 18 NUM dad-11686 481 46 , , PUNCT dad-11686 481 47 20 20 NUM dad-11686 481 48 , , PUNCT dad-11686 481 49 28 28 NUM dad-11686 481 50 , , PUNCT dad-11686 481 51 47 47 NUM dad-11686 481 52 ) ) PUNCT dad-11686 481 53 by by ADP dad-11686 481 54 kruskal kruskal PROPN dad-11686 481 55 - - PUNCT dad-11686 481 56 wallis wallis PROPN dad-11686 481 57 h h PROPN dad-11686 481 58 tests test NOUN dad-11686 481 59 ( ( PUNCT dad-11686 481 60 h h NOUN dad-11686 481 61 = = NOUN dad-11686 481 62 0.54 0.54 NUM dad-11686 481 63 , , PUNCT dad-11686 481 64 p p X dad-11686 481 65 = = SYM dad-11686 481 66 .47 .47 NUM dad-11686 481 67 for for ADP dad-11686 481 68 times time NOUN dad-11686 481 69 in in ADP dad-11686 481 70 absolute absolute ADJ dad-11686 481 71 values value NOUN dad-11686 481 72 , , PUNCT dad-11686 481 73 and and CCONJ dad-11686 481 74 h h NOUN dad-11686 481 75 = = NOUN dad-11686 481 76 0.10 0.10 NUM dad-11686 481 77 , , PUNCT dad-11686 481 78 p p NOUN dad-11686 481 79 = = SYM dad-11686 481 80 .75 .75 NUM dad-11686 481 81 for for ADP dad-11686 481 82 normalised normalise VERB dad-11686 481 83 times time NOUN dad-11686 481 84 ) ) PUNCT dad-11686 481 85 . . PUNCT dad-11686 482 1 further further ADJ dad-11686 482 2 discussion discussion NOUN dad-11686 482 3 by by ADP dad-11686 482 4 inspecting inspect VERB dad-11686 482 5 the the DET dad-11686 482 6 outputs output NOUN dad-11686 482 7 of of ADP dad-11686 482 8 the the DET dad-11686 482 9 automatically automatically ADV dad-11686 482 10 inferred infer VERB dad-11686 482 11 instructions instruction NOUN dad-11686 482 12 in in ADP dad-11686 482 13 table table NOUN dad-11686 482 14 4 4 NUM dad-11686 482 15 , , PUNCT dad-11686 482 16 occasionally occasionally ADV dad-11686 482 17 , , PUNCT dad-11686 482 18 we we PRON dad-11686 482 19 see see VERB dad-11686 482 20 that that SCONJ dad-11686 482 21 the the DET dad-11686 482 22 traditional traditional ADJ dad-11686 482 23 roles role NOUN dad-11686 482 24 of of ADP dad-11686 482 25 if if SCONJ dad-11686 482 26 and and CCONJ dad-11686 482 27 ig ig PROPN dad-11686 482 28 are be AUX dad-11686 482 29 not not PART dad-11686 482 30 maintained maintain VERB dad-11686 482 31 , , PUNCT dad-11686 482 32 even even ADV dad-11686 482 33 for for ADP dad-11686 482 34 the the DET dad-11686 482 35 brief brief ADJ dad-11686 482 36 fixed fix VERB dad-11686 482 37 time time NOUN dad-11686 482 38 of of ADP dad-11686 482 39 views view NOUN dad-11686 482 40 ( ( PUNCT dad-11686 482 41 i.e. i.e. X dad-11686 482 42 within within ADP dad-11686 482 43 a a DET dad-11686 482 44 turn turn NOUN dad-11686 482 45 ) ) PUNCT dad-11686 482 46 . . PUNCT dad-11686 483 1 the the DET dad-11686 483 2 if if NOUN dad-11686 483 3 , , PUNCT dad-11686 483 4 having having AUX dad-11686 483 5 just just ADV dad-11686 483 6 been be AUX dad-11686 483 7 switched switch VERB dad-11686 483 8 from from ADP dad-11686 483 9 ig ig PRON dad-11686 483 10 , , PUNCT dad-11686 483 11 may may AUX dad-11686 483 12 have have VERB dad-11686 483 13 their their PRON dad-11686 483 14 own own ADJ dad-11686 483 15 ideas idea NOUN dad-11686 483 16 about about ADP dad-11686 483 17 the the DET dad-11686 483 18 next next ADJ dad-11686 483 19 best good ADJ dad-11686 483 20 edit edit NOUN dad-11686 483 21 action action NOUN dad-11686 483 22 , , PUNCT dad-11686 483 23 as as SCONJ dad-11686 483 24 seen see VERB dad-11686 483 25 in in ADP dad-11686 483 26 utt utt NOUN dad-11686 483 27 . . PUNCT dad-11686 484 1 no no INTJ dad-11686 484 2 . . NOUN dad-11686 484 3 199 199 NUM dad-11686 484 4 – – PUNCT dad-11686 484 5 prior prior ADV dad-11686 484 6 to to ADP dad-11686 484 7 utt utt NOUN dad-11686 484 8 . . PUNCT dad-11686 485 1 no no INTJ dad-11686 485 2 . . NOUN dad-11686 485 3 198 198 NUM dad-11686 485 4 , , PUNCT dad-11686 485 5 the the DET dad-11686 485 6 views view NOUN dad-11686 485 7 were be AUX dad-11686 485 8 swapped swap VERB dad-11686 485 9 , , PUNCT dad-11686 485 10 with with ADP dad-11686 485 11 b b X dad-11686 485 12 being be AUX dad-11686 485 13 in in ADP dad-11686 485 14 the the DET dad-11686 485 15 abstract abstract ADJ dad-11686 485 16 view view NOUN dad-11686 485 17 , , PUNCT dad-11686 485 18 meaning mean VERB dad-11686 485 19 b b NOUN dad-11686 485 20 was be AUX dad-11686 485 21 just just ADV dad-11686 485 22 previously previously ADV dad-11686 485 23 the the DET dad-11686 485 24 ig ig NOUN dad-11686 485 25 . . PUNCT dad-11686 486 1 thus thus ADV dad-11686 486 2 the the DET dad-11686 486 3 interlocutors interlocutor NOUN dad-11686 486 4 can can AUX dad-11686 486 5 also also ADV dad-11686 486 6 conduct conduct VERB dad-11686 486 7 a a DET dad-11686 486 8 negotiation negotiation NOUN dad-11686 486 9 where where SCONJ dad-11686 486 10 they they PRON dad-11686 486 11 collaboratively collaboratively ADV dad-11686 486 12 decide decide VERB dad-11686 486 13 which which DET dad-11686 486 14 action action NOUN dad-11686 486 15 to to PART dad-11686 486 16 take take VERB dad-11686 486 17 . . PUNCT dad-11686 487 1 it it PRON dad-11686 487 2 is be AUX dad-11686 487 3 therefore therefore ADV dad-11686 487 4 not not PART dad-11686 487 5 always always ADV dad-11686 487 6 the the DET dad-11686 487 7 case case NOUN dad-11686 487 8 that that SCONJ dad-11686 487 9 the the DET dad-11686 487 10 ig ig PROPN dad-11686 487 11 is be AUX dad-11686 487 12 in in ADP dad-11686 487 13 the the DET dad-11686 487 14 abstract abstract ADJ dad-11686 487 15 view view NOUN dad-11686 487 16 deciding decide VERB dad-11686 487 17 and and CCONJ dad-11686 487 18 instructing instruct VERB dad-11686 487 19 what what PRON dad-11686 487 20 the the DET dad-11686 487 21 if if NOUN dad-11686 487 22 in in ADP dad-11686 487 23 the the DET dad-11686 487 24 visual visual ADJ dad-11686 487 25 view view NOUN dad-11686 487 26 should should AUX dad-11686 487 27 do do VERB dad-11686 487 28 ; ; PUNCT dad-11686 487 29 and and CCONJ dad-11686 487 30 this this PRON dad-11686 487 31 is be AUX dad-11686 487 32 supported support VERB dad-11686 487 33 by by ADP dad-11686 487 34 the the DET dad-11686 487 35 frequent frequent ADJ dad-11686 487 36 swapping swapping NOUN dad-11686 487 37 of of ADP dad-11686 487 38 views view NOUN dad-11686 487 39 . . PUNCT dad-11686 488 1 24 24 NUM dad-11686 488 2 studying study VERB dad-11686 488 3 alignment alignment NOUN dad-11686 488 4 in in ADP dad-11686 488 5 a a DET dad-11686 488 6 collaborative collaborative ADJ dad-11686 488 7 learning learning NOUN dad-11686 488 8 activity activity NOUN dad-11686 488 9 via via ADP dad-11686 488 10 automatic automatic ADJ dad-11686 488 11 methods method NOUN dad-11686 488 12 0 0 NUM dad-11686 488 13 5 5 NUM dad-11686 488 14 10 10 NUM dad-11686 488 15 15 15 NUM dad-11686 488 16 20 20 NUM dad-11686 488 17 25 25 NUM dad-11686 488 18 30 30 NUM dad-11686 488 19 35 35 NUM dad-11686 488 20 time time NOUN dad-11686 488 21 ( ( PUNCT dad-11686 488 22 mins min NOUN dad-11686 488 23 ) ) PUNCT dad-11686 488 24 28 28 NUM dad-11686 488 25 17 17 NUM dad-11686 488 26 20 20 NUM dad-11686 488 27 11 11 NUM dad-11686 488 28 9 9 NUM dad-11686 488 29 47 47 NUM dad-11686 488 30 10 10 NUM dad-11686 488 31 8 8 NUM dad-11686 488 32 7 7 NUM dad-11686 488 33 18 18 NUM dad-11686 488 34 te te ADP dad-11686 488 35 am be AUX dad-11686 488 36 n n PRON dad-11686 488 37 o o NOUN dad-11686 488 38 learn learn VERB dad-11686 488 39 + + CCONJ dad-11686 489 1 + + PUNCT dad-11686 489 2 + + PUNCT dad-11686 489 3 + + NUM dad-11686 489 4 +191 +191 NOUN dad-11686 489 5 19132 19132 NUM dad-11686 489 6 36 36 NUM dad-11686 489 7 41 41 NUM dad-11686 489 8 41 41 NUM dad-11686 489 9 41 41 NUM dad-11686 489 10 3627 3627 NUM dad-11686 489 11 45 45 NUM dad-11686 489 12 41 41 NUM dad-11686 489 13 23 23 NUM dad-11686 489 14 50 50 NUM dad-11686 489 15 32 32 NUM dad-11686 489 16 23 23 NUM dad-11686 489 17 14 14 NUM dad-11686 489 18 32 32 NUM dad-11686 489 19 14 14 NUM dad-11686 489 20 27 27 NUM dad-11686 489 21 32 32 NUM dad-11686 489 22 14 14 NUM dad-11686 489 23 41 41 NUM dad-11686 489 24 14 14 NUM dad-11686 489 25 27 27 NUM dad-11686 489 26 50 50 NUM dad-11686 489 27 3241 3241 NUM dad-11686 489 28 36 36 NUM dad-11686 489 29 32 32 NUM dad-11686 489 30 36 36 NUM dad-11686 489 31 32 32 NUM dad-11686 489 32 27 27 NUM dad-11686 489 33 23 23 NUM dad-11686 489 34 5 5 NUM dad-11686 489 35 18 18 NUM dad-11686 489 36 14 14 NUM dad-11686 489 37 18 18 NUM dad-11686 489 38 9 9 NUM dad-11686 489 39 32 32 NUM dad-11686 489 40 68 68 NUM dad-11686 489 41 68 68 NUM dad-11686 489 42 23 23 NUM dad-11686 489 43 55 55 NUM dad-11686 489 44 18 18 NUM dad-11686 489 45 14 14 NUM dad-11686 489 46 14 14 NUM dad-11686 489 47 18 18 NUM dad-11686 489 48 18 18 NUM dad-11686 489 49 18 18 NUM dad-11686 489 50 23 23 NUM dad-11686 489 51 45 45 NUM dad-11686 489 52 191 191 NUM dad-11686 489 53 127 127 NUM dad-11686 489 54 64 64 NUM dad-11686 489 55 59 59 NUM dad-11686 489 56 45 45 NUM dad-11686 489 57 59 59 NUM dad-11686 489 58 32 32 NUM dad-11686 489 59 9 9 NUM dad-11686 489 60 41 41 NUM dad-11686 489 61 5 5 NUM dad-11686 489 62 14 14 NUM dad-11686 489 63 41 41 NUM dad-11686 489 64 32 32 NUM dad-11686 489 65 23 23 NUM dad-11686 489 66 5 5 NUM dad-11686 489 67 0 0 NUM dad-11686 489 68 45 45 NUM dad-11686 489 69 45 45 NUM dad-11686 489 70 18 18 NUM dad-11686 489 71 23 23 NUM dad-11686 489 72 41 41 NUM dad-11686 489 73 191 191 NUM dad-11686 489 74 109 109 NUM dad-11686 489 75 109 109 NUM dad-11686 489 76 0 0 NUM dad-11686 489 77 36 36 NUM dad-11686 489 78 27 27 NUM dad-11686 489 79 18 18 NUM dad-11686 489 80 5 5 NUM dad-11686 489 81 0 0 NUM dad-11686 489 82 23 23 NUM dad-11686 489 83 73 73 NUM dad-11686 489 84 14 14 NUM dad-11686 489 85 18 18 NUM dad-11686 489 86 27 27 NUM dad-11686 489 87 23 23 NUM dad-11686 489 88 18 18 NUM dad-11686 489 89 14 14 NUM dad-11686 489 90 3214 3214 NUM dad-11686 489 91 23 23 NUM dad-11686 489 92 we we PRON dad-11686 489 93 llpe llpe VERB dad-11686 489 94 rfo rfo PROPN dad-11686 489 95 rm rm PROPN dad-11686 489 96 in in ADP dad-11686 489 97 g g PROPN dad-11686 489 98 ( ( PUNCT dad-11686 489 99 in in ADP dad-11686 489 100 cr cr PROPN dad-11686 489 101 ea ea PROPN dad-11686 489 102 sin sin VERB dad-11686 489 103 g g PROPN dad-11686 489 104 er er INTJ dad-11686 489 105 ro ro X dad-11686 489 106 r r NOUN dad-11686 489 107 ) ) PUNCT dad-11686 489 108 ba ba PROPN dad-11686 489 109 dl dl PROPN dad-11686 489 110 ype ype PROPN dad-11686 489 111 rfo rfo PROPN dad-11686 489 112 rm rm PROPN dad-11686 489 113 in in ADP dad-11686 489 114 g g PROPN dad-11686 489 115 ( ( PUNCT dad-11686 489 116 in in ADP dad-11686 489 117 cr cr PROPN dad-11686 489 118 ea ea PROPN dad-11686 489 119 sin sin VERB dad-11686 489 120 g g PROPN dad-11686 489 121 er er INTJ dad-11686 489 122 ro ro X dad-11686 489 123 r r NOUN dad-11686 489 124 ) ) PUNCT dad-11686 489 125 figure figure NOUN dad-11686 489 126 8 8 NUM dad-11686 489 127 : : PUNCT dad-11686 489 128 the the DET dad-11686 489 129 team team NOUN dad-11686 489 130 ’s ’s PART dad-11686 489 131 match match NOUN dad-11686 489 132 and and CCONJ dad-11686 489 133 mismatch mismatch ADJ dad-11686 489 134 times time NOUN dad-11686 489 135 in in ADP dad-11686 489 136 blue blue ADJ dad-11686 489 137 and and CCONJ dad-11686 489 138 red red ADJ dad-11686 489 139 respectively respectively ADV dad-11686 489 140 , , PUNCT dad-11686 489 141 to to PART dad-11686 489 142 study study VERB dad-11686 489 143 h2.1 h2.1 NOUN dad-11686 489 144 . . PUNCT dad-11686 490 1 the the DET dad-11686 490 2 teams team NOUN dad-11686 490 3 are be AUX dad-11686 490 4 sorted sort VERB dad-11686 490 5 by by ADP dad-11686 490 6 decreasing decrease VERB dad-11686 490 7 learning learn VERB dad-11686 490 8 outcomes outcome NOUN dad-11686 490 9 ( ( PUNCT dad-11686 490 10 i.e. i.e. X dad-11686 490 11 decreasing decrease VERB dad-11686 490 12 learn learn NOUN dad-11686 490 13 ) ) PUNCT dad-11686 490 14 . . PUNCT dad-11686 491 1 see see VERB dad-11686 491 2 fig fig NOUN dad-11686 491 3 . . PUNCT dad-11686 492 1 5 5 NUM dad-11686 492 2 for for ADP dad-11686 492 3 a a DET dad-11686 492 4 description description NOUN dad-11686 492 5 of of ADP dad-11686 492 6 the the DET dad-11686 492 7 green green ADJ dad-11686 492 8 , , PUNCT dad-11686 492 9 red red ADJ dad-11686 492 10 and and CCONJ dad-11686 492 11 blue blue ADJ dad-11686 492 12 lines line NOUN dad-11686 492 13 . . PUNCT dad-11686 493 1 25 25 NUM dad-11686 493 2 utku utku ADJ dad-11686 493 3 norman∗ norman∗ NOUN dad-11686 493 4 , , PUNCT dad-11686 493 5 tanvi tanvi NOUN dad-11686 493 6 dinkar∗ dinkar∗ NOUN dad-11686 493 7 , , PUNCT dad-11686 493 8 barbara barbara PROPN dad-11686 493 9 bruno bruno PROPN dad-11686 493 10 , , PUNCT dad-11686 493 11 and and CCONJ dad-11686 493 12 chloé chloé VERB dad-11686 493 13 clavel clavel NOUN dad-11686 493 14 0 0 NUM dad-11686 493 15 % % NOUN dad-11686 493 16 10 10 NUM dad-11686 493 17 % % NOUN dad-11686 493 18 20 20 NUM dad-11686 493 19 % % NOUN dad-11686 493 20 30 30 NUM dad-11686 493 21 % % NOUN dad-11686 493 22 40 40 NUM dad-11686 493 23 % % NOUN dad-11686 493 24 50 50 NUM dad-11686 493 25 % % NOUN dad-11686 493 26 60 60 NUM dad-11686 493 27 % % NOUN dad-11686 493 28 70 70 NUM dad-11686 493 29 % % NOUN dad-11686 493 30 80 80 NUM dad-11686 493 31 % % NOUN dad-11686 493 32 90 90 NUM dad-11686 493 33 % % NOUN dad-11686 493 34 100 100 NUM dad-11686 493 35 % % NOUN dad-11686 493 36 time time NOUN dad-11686 493 37 ( ( PUNCT dad-11686 493 38 % % NOUN dad-11686 493 39 ) ) PUNCT dad-11686 493 40 28 28 NUM dad-11686 493 41 17 17 NUM dad-11686 493 42 20 20 NUM dad-11686 493 43 11 11 NUM dad-11686 493 44 9 9 NUM dad-11686 493 45 47 47 NUM dad-11686 493 46 10 10 NUM dad-11686 493 47 8 8 NUM dad-11686 493 48 7 7 NUM dad-11686 493 49 18 18 NUM dad-11686 493 50 te te ADP dad-11686 493 51 am be AUX dad-11686 493 52 n n ADV dad-11686 493 53 o o NOUN dad-11686 493 54 191 191 NUM dad-11686 493 55 191 191 NUM dad-11686 493 56 32 32 NUM dad-11686 493 57 36 36 NUM dad-11686 493 58 41 41 NUM dad-11686 493 59 41 41 NUM dad-11686 493 60 41 41 NUM dad-11686 493 61 36 36 NUM dad-11686 493 62 27 27 NUM dad-11686 493 63 45 45 NUM dad-11686 493 64 41 41 NUM dad-11686 493 65 23 23 NUM dad-11686 493 66 50 50 NUM dad-11686 493 67 32 32 NUM dad-11686 493 68 23 23 NUM dad-11686 493 69 14 14 NUM dad-11686 493 70 32 32 NUM dad-11686 493 71 14 14 NUM dad-11686 493 72 27 27 NUM dad-11686 493 73 32 32 NUM dad-11686 493 74 14 14 NUM dad-11686 493 75 41 41 NUM dad-11686 493 76 14 14 NUM dad-11686 493 77 27 27 NUM dad-11686 493 78 50 50 NUM dad-11686 493 79 32 32 NUM dad-11686 493 80 41 41 NUM dad-11686 493 81 36 36 NUM dad-11686 493 82 32 32 NUM dad-11686 493 83 36 36 NUM dad-11686 493 84 32 32 NUM dad-11686 493 85 27 27 NUM dad-11686 493 86 23 23 NUM dad-11686 493 87 5 5 NUM dad-11686 493 88 18 18 NUM dad-11686 493 89 14 14 NUM dad-11686 493 90 18 18 NUM dad-11686 493 91 9 9 NUM dad-11686 493 92 32 32 NUM dad-11686 493 93 68 68 NUM dad-11686 493 94 68 68 NUM dad-11686 493 95 23 23 NUM dad-11686 493 96 55 55 NUM dad-11686 493 97 18 18 NUM dad-11686 493 98 14 14 NUM dad-11686 493 99 14 14 NUM dad-11686 493 100 18 18 NUM dad-11686 493 101 18 18 NUM dad-11686 493 102 18 18 NUM dad-11686 493 103 23 23 NUM dad-11686 493 104 45 45 NUM dad-11686 493 105 191 191 NUM dad-11686 493 106 127 127 NUM dad-11686 493 107 64 64 NUM dad-11686 493 108 59 59 NUM dad-11686 493 109 45 45 NUM dad-11686 493 110 59 59 NUM dad-11686 493 111 32 32 NUM dad-11686 493 112 9 9 NUM dad-11686 493 113 41 41 NUM dad-11686 493 114 5 5 NUM dad-11686 493 115 14 14 NUM dad-11686 493 116 41 41 NUM dad-11686 493 117 32 32 NUM dad-11686 493 118 23 23 NUM dad-11686 493 119 5 5 NUM dad-11686 493 120 0 0 NUM dad-11686 493 121 45 45 NUM dad-11686 493 122 45 45 NUM dad-11686 493 123 18 18 NUM dad-11686 493 124 23 23 NUM dad-11686 493 125 41 41 NUM dad-11686 493 126 191 191 NUM dad-11686 493 127 109 109 NUM dad-11686 493 128 109 109 NUM dad-11686 493 129 0 0 NUM dad-11686 493 130 36 36 NUM dad-11686 493 131 27 27 NUM dad-11686 493 132 18 18 NUM dad-11686 493 133 5 5 NUM dad-11686 493 134 0 0 NUM dad-11686 493 135 23 23 NUM dad-11686 493 136 73 73 NUM dad-11686 493 137 14 14 NUM dad-11686 493 138 18 18 NUM dad-11686 493 139 27 27 NUM dad-11686 493 140 23 23 NUM dad-11686 493 141 18 18 NUM dad-11686 493 142 14 14 NUM dad-11686 493 143 32 32 NUM dad-11686 493 144 14 14 NUM dad-11686 493 145 23 23 NUM dad-11686 493 146 we we PRON dad-11686 493 147 llpe llpe VERB dad-11686 493 148 rfo rfo PROPN dad-11686 493 149 rm rm PROPN dad-11686 493 150 in in ADP dad-11686 493 151 g g PROPN dad-11686 493 152 ba ba PROPN dad-11686 493 153 dl dl PROPN dad-11686 493 154 ype ype PROPN dad-11686 493 155 rfo rfo PROPN dad-11686 493 156 rm rm PROPN dad-11686 493 157 in in ADP dad-11686 493 158 g g PROPN dad-11686 493 159 ( ( PUNCT dad-11686 493 160 in in ADP dad-11686 493 161 cr cr PROPN dad-11686 493 162 ea ea PROPN dad-11686 493 163 sin sin VERB dad-11686 493 164 g g PROPN dad-11686 493 165 er er INTJ dad-11686 493 166 ro ro X dad-11686 493 167 r r NOUN dad-11686 493 168 ) ) PUNCT dad-11686 493 169 figure figure NOUN dad-11686 493 170 9 9 NUM dad-11686 493 171 : : PUNCT dad-11686 493 172 the the DET dad-11686 493 173 teams team NOUN dad-11686 493 174 ’ ’ PART dad-11686 493 175 match match NOUN dad-11686 493 176 and and CCONJ dad-11686 493 177 mismatch mismatch NOUN dad-11686 493 178 times time NOUN dad-11686 493 179 in in ADP dad-11686 493 180 blue blue ADJ dad-11686 493 181 and and CCONJ dad-11686 493 182 red red ADJ dad-11686 493 183 respectively respectively ADV dad-11686 493 184 , , PUNCT dad-11686 493 185 as as SCONJ dad-11686 493 186 normalised normalise VERB dad-11686 493 187 by by ADP dad-11686 493 188 the the DET dad-11686 493 189 duration duration NOUN dad-11686 493 190 for for ADP dad-11686 493 191 each each DET dad-11686 493 192 team team NOUN dad-11686 493 193 separately separately ADV dad-11686 493 194 . . PUNCT dad-11686 494 1 sorting sort VERB dad-11686 494 2 is be AUX dad-11686 494 3 as as ADP dad-11686 494 4 in in ADP dad-11686 494 5 fig fig NOUN dad-11686 494 6 . . PUNCT dad-11686 495 1 8 8 NUM dad-11686 495 2 . . X dad-11686 495 3 26 26 NUM dad-11686 495 4 studying study VERB dad-11686 495 5 alignment alignment NOUN dad-11686 495 6 in in ADP dad-11686 495 7 a a DET dad-11686 495 8 collaborative collaborative ADJ dad-11686 495 9 learning learning NOUN dad-11686 495 10 activity activity NOUN dad-11686 495 11 via via ADP dad-11686 495 12 automatic automatic ADJ dad-11686 495 13 methods method NOUN dad-11686 495 14 what what PRON dad-11686 495 15 is be AUX dad-11686 495 16 interesting interesting ADJ dad-11686 495 17 , , PUNCT dad-11686 495 18 is be AUX dad-11686 495 19 that that SCONJ dad-11686 495 20 from from ADP dad-11686 495 21 the the DET dad-11686 495 22 behavioural behavioural ADJ dad-11686 495 23 alignment alignment NOUN dad-11686 495 24 algorithm algorithm NOUN dad-11686 495 25 , , PUNCT dad-11686 495 26 we we PRON dad-11686 495 27 see see VERB dad-11686 495 28 that that SCONJ dad-11686 495 29 all all DET dad-11686 495 30 teams team NOUN dad-11686 495 31 have have VERB dad-11686 495 32 more more ADV dad-11686 495 33 inferred infer VERB dad-11686 495 34 matches match NOUN dad-11686 495 35 than than ADP dad-11686 495 36 mismatches mismatch NOUN dad-11686 495 37 ( ( PUNCT dad-11686 495 38 see see VERB dad-11686 495 39 table table NOUN dad-11686 495 40 5 5 NUM dad-11686 495 41 for for ADP dad-11686 495 42 reference reference NOUN dad-11686 495 43 ) ) PUNCT dad-11686 495 44 . . PUNCT dad-11686 496 1 teams team NOUN dad-11686 496 2 18 18 NUM dad-11686 496 3 and and CCONJ dad-11686 496 4 20 20 NUM dad-11686 496 5 that that PRON dad-11686 496 6 learnt learn VERB dad-11686 496 7 the the DET dad-11686 496 8 least least ADJ dad-11686 496 9 , , PUNCT dad-11686 496 10 have have VERB dad-11686 496 11 the the DET dad-11686 496 12 highest high ADJ dad-11686 496 13 match match VERB dad-11686 496 14 - - PUNCT dad-11686 496 15 to to ADP dad-11686 496 16 - - PUNCT dad-11686 496 17 mismatch mismatch NOUN dad-11686 496 18 ratio ratio NOUN dad-11686 496 19 ( ( PUNCT dad-11686 496 20 3.6 3.6 NUM dad-11686 496 21 and and CCONJ dad-11686 496 22 4.0 4.0 NUM dad-11686 496 23 matches match NOUN dad-11686 496 24 of of ADP dad-11686 496 25 instructions instruction NOUN dad-11686 496 26 - - PUNCT dad-11686 496 27 to to ADP dad-11686 496 28 - - PUNCT dad-11686 496 29 actions action NOUN dad-11686 496 30 for for ADP dad-11686 496 31 every every DET dad-11686 496 32 1 1 NUM dad-11686 496 33 mismatch mismatch NOUN dad-11686 496 34 respectively respectively ADV dad-11686 496 35 . . PUNCT dad-11686 496 36 ) ) PUNCT dad-11686 496 37 , , PUNCT dad-11686 496 38 as as ADV dad-11686 496 39 well well ADV dad-11686 496 40 as as ADP dad-11686 496 41 team team NOUN dad-11686 496 42 7 7 NUM dad-11686 496 43 ( ( PUNCT dad-11686 496 44 3.3 3.3 NUM dad-11686 496 45 ) ) PUNCT dad-11686 496 46 . . PUNCT dad-11686 497 1 we we PRON dad-11686 497 2 observe observe VERB dad-11686 497 3 that that SCONJ dad-11686 497 4 teams team NOUN dad-11686 497 5 10 10 NUM dad-11686 497 6 , , PUNCT dad-11686 497 7 11 11 NUM dad-11686 497 8 and and CCONJ dad-11686 497 9 17 17 NUM dad-11686 497 10 , , PUNCT dad-11686 497 11 who who PRON dad-11686 497 12 had have VERB dad-11686 497 13 the the DET dad-11686 497 14 highest high ADJ dad-11686 497 15 learning learning NOUN dad-11686 497 16 gain gain NOUN dad-11686 497 17 , , PUNCT dad-11686 497 18 comparatively comparatively ADV dad-11686 497 19 have have VERB dad-11686 497 20 a a DET dad-11686 497 21 lower low ADJ dad-11686 497 22 ratio ratio NOUN dad-11686 497 23 of of ADP dad-11686 497 24 matches match NOUN dad-11686 497 25 - - PUNCT dad-11686 497 26 to to ADP dad-11686 497 27 - - PUNCT dad-11686 497 28 mismatches mismatch NOUN dad-11686 497 29 of of ADP dad-11686 497 30 2.4 2.4 NUM dad-11686 497 31 , , PUNCT dad-11686 497 32 1.8 1.8 NUM dad-11686 497 33 and and CCONJ dad-11686 497 34 2.3 2.3 NUM dad-11686 497 35 respectively respectively ADV dad-11686 497 36 . . PUNCT dad-11686 498 1 while while SCONJ dad-11686 498 2 we we PRON dad-11686 498 3 could could AUX dad-11686 498 4 not not PART dad-11686 498 5 conclude conclude VERB dad-11686 498 6 on on ADP dad-11686 498 7 the the DET dad-11686 498 8 statistical statistical ADJ dad-11686 498 9 significance significance NOUN dad-11686 498 10 , , PUNCT dad-11686 498 11 we we PRON dad-11686 498 12 interpret interpret VERB dad-11686 498 13 that that SCONJ dad-11686 498 14 it it PRON dad-11686 498 15 is be AUX dad-11686 498 16 important important ADJ dad-11686 498 17 for for ADP dad-11686 498 18 learning learn VERB dad-11686 498 19 that that SCONJ dad-11686 498 20 interlocutors interlocutor NOUN dad-11686 498 21 have have VERB dad-11686 498 22 a a DET dad-11686 498 23 good good ADJ dad-11686 498 24 ratio ratio NOUN dad-11686 498 25 of of ADP dad-11686 498 26 matches match NOUN dad-11686 498 27 - - PUNCT dad-11686 498 28 to to ADP dad-11686 498 29 - - PUNCT dad-11686 498 30 mismatches mismatch NOUN dad-11686 498 31 , , PUNCT dad-11686 498 32 and and CCONJ dad-11686 498 33 not not PART dad-11686 498 34 just just ADV dad-11686 498 35 be be AUX dad-11686 498 36 in in ADP dad-11686 498 37 total total ADJ dad-11686 498 38 ( ( PUNCT dad-11686 498 39 blind blind ADJ dad-11686 498 40 ) ) PUNCT dad-11686 498 41 agreement agreement NOUN dad-11686 498 42 with with ADP dad-11686 498 43 the the DET dad-11686 498 44 other other ADJ dad-11686 498 45 . . PUNCT dad-11686 499 1 this this PRON dad-11686 499 2 is be AUX dad-11686 499 3 consistent consistent ADJ dad-11686 499 4 with with ADP dad-11686 499 5 previous previous ADJ dad-11686 499 6 research research NOUN dad-11686 499 7 , , PUNCT dad-11686 499 8 as as SCONJ dad-11686 499 9 stated state VERB dad-11686 499 10 in in ADP dad-11686 499 11 sec sec PROPN dad-11686 499 12 . . PROPN dad-11686 500 1 4 4 X dad-11686 500 2 . . PUNCT dad-11686 500 3 by by ADP dad-11686 500 4 just just ADV dad-11686 500 5 inspecting inspect VERB dad-11686 500 6 performance performance NOUN dad-11686 500 7 , , PUNCT dad-11686 500 8 superficially superficially ADV dad-11686 500 9 , , PUNCT dad-11686 500 10 team team NOUN dad-11686 500 11 20 20 NUM dad-11686 500 12 performed perform VERB dad-11686 500 13 well well ADV dad-11686 500 14 . . PUNCT dad-11686 501 1 however however ADV dad-11686 501 2 , , PUNCT dad-11686 501 3 they they PRON dad-11686 501 4 did do AUX dad-11686 501 5 not not PART dad-11686 501 6 learn learn VERB dad-11686 501 7 ( ( PUNCT dad-11686 501 8 in in ADP dad-11686 501 9 fact fact NOUN dad-11686 501 10 , , PUNCT dad-11686 501 11 “ " PUNCT dad-11686 501 12 unlearnt unlearnt NOUN dad-11686 501 13 ” " PUNCT dad-11686 501 14 , , PUNCT dad-11686 501 15 as as SCONJ dad-11686 501 16 shown show VERB dad-11686 501 17 with with ADP dad-11686 501 18 a a DET dad-11686 501 19 negative negative ADJ dad-11686 501 20 learning learn VERB dad-11686 501 21 outcome outcome NOUN dad-11686 501 22 ) ) PUNCT dad-11686 501 23 . . PUNCT dad-11686 502 1 positive positive ADJ dad-11686 502 2 learning learning NOUN dad-11686 502 3 teams team NOUN dad-11686 502 4 seem seem VERB dad-11686 502 5 to to PART dad-11686 502 6 have have VERB dad-11686 502 7 conflict(s conflict(s PROPN dad-11686 502 8 ) ) PUNCT dad-11686 502 9 that that SCONJ dad-11686 502 10 they they PRON dad-11686 502 11 resolved resolve VERB dad-11686 502 12 collaboratively collaboratively ADV dad-11686 502 13 while while SCONJ dad-11686 502 14 building build VERB dad-11686 502 15 and and CCONJ dad-11686 502 16 submitting submit VERB dad-11686 502 17 solutions solution NOUN dad-11686 502 18 , , PUNCT dad-11686 502 19 whereas whereas SCONJ dad-11686 502 20 the the DET dad-11686 502 21 others other NOUN dad-11686 502 22 either either CCONJ dad-11686 502 23 had have VERB dad-11686 502 24 less less ADJ dad-11686 502 25 or or CCONJ dad-11686 502 26 unresolved unresolved ADJ dad-11686 502 27 conflicts conflict NOUN dad-11686 502 28 . . PUNCT dad-11686 503 1 by by ADP dad-11686 503 2 inspecting inspect VERB dad-11686 503 3 fig fig NOUN dad-11686 503 4 . . PUNCT dad-11686 503 5 9 9 NUM dad-11686 504 1 for for ADP dad-11686 504 2 how how SCONJ dad-11686 504 3 the the PRON dad-11686 504 4 ( ( PUNCT dad-11686 504 5 mis)matches mis)matche NOUN dad-11686 504 6 are be AUX dad-11686 504 7 distributed distribute VERB dad-11686 504 8 , , PUNCT dad-11686 504 9 and and CCONJ dad-11686 504 10 how how SCONJ dad-11686 504 11 they they PRON dad-11686 504 12 are be AUX dad-11686 504 13 they they PRON dad-11686 504 14 positioned position VERB dad-11686 504 15 in in ADP dad-11686 504 16 relation relation NOUN dad-11686 504 17 to to ADP dad-11686 504 18 the the DET dad-11686 504 19 costs cost NOUN dad-11686 504 20 of of ADP dad-11686 504 21 the the DET dad-11686 504 22 submitted submit VERB dad-11686 504 23 solutions solution NOUN dad-11686 504 24 , , PUNCT dad-11686 504 25 we we PRON dad-11686 504 26 observe observe VERB dad-11686 504 27 nuances nuance NOUN dad-11686 504 28 of of ADP dad-11686 504 29 conflicts conflict NOUN dad-11686 504 30 and and CCONJ dad-11686 504 31 their their PRON dad-11686 504 32 resolutions resolution NOUN dad-11686 504 33 . . PUNCT dad-11686 505 1 for for ADP dad-11686 505 2 instance instance NOUN dad-11686 505 3 , , PUNCT dad-11686 505 4 consider consider VERB dad-11686 505 5 a a DET dad-11686 505 6 high high ADV dad-11686 505 7 - - PUNCT dad-11686 505 8 learning learn VERB dad-11686 505 9 team team NOUN dad-11686 505 10 11 11 NUM dad-11686 505 11 . . PUNCT dad-11686 506 1 the the DET dad-11686 506 2 team team NOUN dad-11686 506 3 began begin VERB dad-11686 506 4 with with ADP dad-11686 506 5 a a DET dad-11686 506 6 high high ADJ dad-11686 506 7 cost cost NOUN dad-11686 506 8 of of ADP dad-11686 506 9 191 191 NUM dad-11686 506 10 % % NOUN dad-11686 506 11 , , PUNCT dad-11686 506 12 i.e. i.e. X dad-11686 506 13 they they PRON dad-11686 506 14 basically basically ADV dad-11686 506 15 connected connect VERB dad-11686 506 16 everything everything PRON dad-11686 506 17 to to ADP dad-11686 506 18 each each DET dad-11686 506 19 other other ADJ dad-11686 506 20 , , PUNCT dad-11686 506 21 with with ADP dad-11686 506 22 many many ADJ dad-11686 506 23 redundant redundant ADJ dad-11686 506 24 connections connection NOUN dad-11686 506 25 . . PUNCT dad-11686 507 1 they they PRON dad-11686 507 2 initially initially ADV dad-11686 507 3 misunderstood misunderstood VERB dad-11686 507 4 the the DET dad-11686 507 5 goal goal NOUN dad-11686 507 6 of of ADP dad-11686 507 7 the the DET dad-11686 507 8 task task NOUN dad-11686 507 9 of of ADP dad-11686 507 10 connecting connect VERB dad-11686 507 11 the the DET dad-11686 507 12 graph graph NOUN dad-11686 507 13 minimally minimally ADV dad-11686 507 14 . . PUNCT dad-11686 508 1 then then ADV dad-11686 508 2 , , PUNCT dad-11686 508 3 they they PRON dad-11686 508 4 had have VERB dad-11686 508 5 many many ADJ dad-11686 508 6 mismatches mismatch NOUN dad-11686 508 7 ( ( PUNCT dad-11686 508 8 “ " PUNCT dad-11686 508 9 a a DET dad-11686 508 10 mismatch mismatch ADJ dad-11686 508 11 period period NOUN dad-11686 508 12 ” " PUNCT dad-11686 508 13 ) ) PUNCT dad-11686 508 14 , , PUNCT dad-11686 508 15 which which PRON dad-11686 508 16 is be AUX dad-11686 508 17 followed follow VERB dad-11686 508 18 by by ADP dad-11686 508 19 many many ADJ dad-11686 508 20 matches match NOUN dad-11686 508 21 ending end VERB dad-11686 508 22 with with ADP dad-11686 508 23 ( ( PUNCT dad-11686 508 24 at at ADP dad-11686 508 25 q3 q3 NOUN dad-11686 508 26 of of ADP dad-11686 508 27 matches match NOUN dad-11686 508 28 ) ) PUNCT dad-11686 508 29 their their PRON dad-11686 508 30 best good ADJ dad-11686 508 31 solution solution NOUN dad-11686 508 32 , , PUNCT dad-11686 508 33 getting get VERB dad-11686 508 34 very very ADV dad-11686 508 35 close close ADJ dad-11686 508 36 ( ( PUNCT dad-11686 508 37 5 5 NUM dad-11686 508 38 % % NOUN dad-11686 508 39 , , PUNCT dad-11686 508 40 i.e. i.e. X dad-11686 508 41 they they PRON dad-11686 508 42 did do AUX dad-11686 508 43 not not PART dad-11686 508 44 notice notice VERB dad-11686 508 45 that that SCONJ dad-11686 508 46 they they PRON dad-11686 508 47 could could AUX dad-11686 508 48 replace replace VERB dad-11686 508 49 a a DET dad-11686 508 50 particular particular ADJ dad-11686 508 51 connection connection NOUN dad-11686 508 52 with with ADP dad-11686 508 53 a a DET dad-11686 508 54 better well ADJ dad-11686 508 55 / / SYM dad-11686 508 56 lower low ADJ dad-11686 508 57 - - PUNCT dad-11686 508 58 cost cost NOUN dad-11686 508 59 one one NUM dad-11686 508 60 ) ) PUNCT dad-11686 508 61 . . PUNCT dad-11686 509 1 although although SCONJ dad-11686 509 2 the the DET dad-11686 509 3 team team NOUN dad-11686 509 4 could could AUX dad-11686 509 5 not not PART dad-11686 509 6 find find VERB dad-11686 509 7 a a DET dad-11686 509 8 correct correct ADJ dad-11686 509 9 solution solution NOUN dad-11686 509 10 , , PUNCT dad-11686 509 11 they they PRON dad-11686 509 12 learnt learn VERB dad-11686 509 13 a a DET dad-11686 509 14 lot lot NOUN dad-11686 509 15 from from ADP dad-11686 509 16 this this DET dad-11686 509 17 interaction interaction NOUN dad-11686 509 18 flow flow NOUN dad-11686 509 19 . . PUNCT dad-11686 510 1 in in ADP dad-11686 510 2 comparison comparison NOUN dad-11686 510 3 , , PUNCT dad-11686 510 4 team team NOUN dad-11686 510 5 20 20 NUM dad-11686 510 6 also also ADV dad-11686 510 7 started start VERB dad-11686 510 8 with with ADP dad-11686 510 9 that that DET dad-11686 510 10 high high ADJ dad-11686 510 11 cost cost NOUN dad-11686 510 12 of of ADP dad-11686 510 13 191 191 NUM dad-11686 510 14 % % NOUN dad-11686 510 15 . . PUNCT dad-11686 511 1 yet yet ADV dad-11686 511 2 , , PUNCT dad-11686 511 3 they they PRON dad-11686 511 4 could could AUX dad-11686 511 5 not not PART dad-11686 511 6 resolve resolve VERB dad-11686 511 7 the the DET dad-11686 511 8 conflict conflict NOUN dad-11686 511 9 , , PUNCT dad-11686 511 10 as as SCONJ dad-11686 511 11 their their PRON dad-11686 511 12 ( ( PUNCT dad-11686 511 13 mis)matches mis)matche NOUN dad-11686 511 14 did do AUX dad-11686 511 15 not not PART dad-11686 511 16 result result VERB dad-11686 511 17 in in ADP dad-11686 511 18 them they PRON dad-11686 511 19 getting get VERB dad-11686 511 20 closer close ADJ dad-11686 511 21 to to ADP dad-11686 511 22 an an DET dad-11686 511 23 optimal optimal ADJ dad-11686 511 24 solution solution NOUN dad-11686 511 25 , , PUNCT dad-11686 511 26 but but CCONJ dad-11686 511 27 rather rather ADV dad-11686 511 28 still still ADV dad-11686 511 29 keeping keep VERB dad-11686 511 30 to to ADP dad-11686 511 31 high high ADJ dad-11686 511 32 cost cost NOUN dad-11686 511 33 solutions solution NOUN dad-11686 511 34 , , PUNCT dad-11686 511 35 and and CCONJ dad-11686 511 36 repeating repeat VERB dad-11686 511 37 these these DET dad-11686 511 38 high high ADJ dad-11686 511 39 cost cost NOUN dad-11686 511 40 submissions submission NOUN dad-11686 511 41 ( ( PUNCT dad-11686 511 42 109 109 NUM dad-11686 511 43 % % NOUN dad-11686 511 44 , , PUNCT dad-11686 511 45 i.e. i.e. X dad-11686 511 46 more more ADV dad-11686 511 47 than than ADP dad-11686 511 48 double double DET dad-11686 511 49 the the DET dad-11686 511 50 cost cost NOUN dad-11686 511 51 they they PRON dad-11686 511 52 could could AUX dad-11686 511 53 make make VERB dad-11686 511 54 with with ADP dad-11686 511 55 many many ADJ dad-11686 511 56 redundant redundant ADJ dad-11686 511 57 connections connection NOUN dad-11686 511 58 ) ) PUNCT dad-11686 511 59 . . PUNCT dad-11686 512 1 although although SCONJ dad-11686 512 2 they they PRON dad-11686 512 3 found find VERB dad-11686 512 4 a a DET dad-11686 512 5 correct correct ADJ dad-11686 512 6 solution solution NOUN dad-11686 512 7 next next ADV dad-11686 512 8 , , PUNCT dad-11686 512 9 since since SCONJ dad-11686 512 10 they they PRON dad-11686 512 11 did do AUX dad-11686 512 12 not not PART dad-11686 512 13 have have VERB dad-11686 512 14 the the DET dad-11686 512 15 conflict conflict NOUN dad-11686 512 16 resolution resolution NOUN dad-11686 512 17 period period NOUN dad-11686 512 18 that that PRON dad-11686 512 19 could could AUX dad-11686 512 20 be be AUX dad-11686 512 21 cued cue VERB dad-11686 512 22 by by ADP dad-11686 512 23 ( ( PUNCT dad-11686 512 24 mis)matches mis)matche NOUN dad-11686 512 25 , , PUNCT dad-11686 512 26 they they PRON dad-11686 512 27 did do AUX dad-11686 512 28 not not PART dad-11686 512 29 end end VERB dad-11686 512 30 up up ADP dad-11686 512 31 learning learn VERB dad-11686 512 32 . . PUNCT dad-11686 513 1 synopsis synopsis NOUN dad-11686 513 2 we we PRON dad-11686 513 3 see see VERB dad-11686 513 4 that that SCONJ dad-11686 513 5 all all DET dad-11686 513 6 teams team NOUN dad-11686 513 7 are be AUX dad-11686 513 8 behaviourally behaviourally ADV dad-11686 513 9 aligned align VERB dad-11686 513 10 , , PUNCT dad-11686 513 11 irrespective irrespective ADV dad-11686 513 12 of of ADP dad-11686 513 13 their their PRON dad-11686 513 14 task task NOUN dad-11686 513 15 success success NOUN dad-11686 513 16 . . PUNCT dad-11686 514 1 in in ADP dad-11686 514 2 terms term NOUN dad-11686 514 3 of of ADP dad-11686 514 4 task task NOUN dad-11686 514 5 performance performance NOUN dad-11686 514 6 , , PUNCT dad-11686 514 7 we we PRON dad-11686 514 8 observe observe VERB dad-11686 514 9 a a DET dad-11686 514 10 general general ADJ dad-11686 514 11 trend trend NOUN dad-11686 514 12 that that PRON dad-11686 514 13 supports support VERB dad-11686 514 14 the the DET dad-11686 514 15 h2.1 h2.1 ADJ dad-11686 514 16 , , PUNCT dad-11686 514 17 i.e. i.e. X dad-11686 514 18 better well ADV dad-11686 514 19 performing perform VERB dad-11686 514 20 teams team NOUN dad-11686 514 21 tend tend VERB dad-11686 514 22 to to PART dad-11686 514 23 follow follow VERB dad-11686 514 24 up up ADP dad-11686 514 25 the the DET dad-11686 514 26 instructions instruction NOUN dad-11686 514 27 with with ADP dad-11686 514 28 actions action NOUN dad-11686 514 29 ( ( PUNCT dad-11686 514 30 as as ADP dad-11686 514 31 matches match NOUN dad-11686 514 32 ) ) PUNCT dad-11686 514 33 early early ADV dad-11686 514 34 overall overall ADV dad-11686 514 35 ( ( PUNCT dad-11686 514 36 the the DET dad-11686 514 37 absolute absolute ADJ dad-11686 514 38 times time NOUN dad-11686 514 39 ) ) PUNCT dad-11686 514 40 , , PUNCT dad-11686 514 41 as as ADV dad-11686 514 42 well well ADV dad-11686 514 43 as as ADP dad-11686 514 44 in in ADP dad-11686 514 45 their their PRON dad-11686 514 46 dialogues dialogue NOUN dad-11686 514 47 ( ( PUNCT dad-11686 514 48 normalised normalise VERB dad-11686 514 49 times time NOUN dad-11686 514 50 ) ) PUNCT dad-11686 514 51 . . PUNCT dad-11686 515 1 for for ADP dad-11686 515 2 learning learn VERB dad-11686 515 3 , , PUNCT dad-11686 515 4 although although SCONJ dad-11686 515 5 the the DET dad-11686 515 6 general general ADJ dad-11686 515 7 trend trend NOUN dad-11686 515 8 is be AUX dad-11686 515 9 not not PART dad-11686 515 10 statistically statistically ADV dad-11686 515 11 confirmed confirm VERB dad-11686 515 12 , , PUNCT dad-11686 515 13 we we PRON dad-11686 515 14 gained gain VERB dad-11686 515 15 insight insight NOUN dad-11686 515 16 into into ADP dad-11686 515 17 the the DET dad-11686 515 18 nuances nuance NOUN dad-11686 515 19 of of ADP dad-11686 515 20 the the DET dad-11686 515 21 dynamics dynamic NOUN dad-11686 515 22 of of ADP dad-11686 515 23 interaction interaction NOUN dad-11686 515 24 : : PUNCT dad-11686 515 25 by by ADP dad-11686 515 26 inspecting inspect VERB dad-11686 515 27 the the DET dad-11686 515 28 normalised normalise VERB dad-11686 515 29 ( ( PUNCT dad-11686 515 30 mis)match mis)match NOUN dad-11686 515 31 time time NOUN dad-11686 515 32 plots plot NOUN dad-11686 515 33 alongside alongside ADP dad-11686 515 34 with with ADP dad-11686 515 35 the the DET dad-11686 515 36 submission submission NOUN dad-11686 515 37 costs cost NOUN dad-11686 515 38 . . PUNCT dad-11686 516 1 there there PRON dad-11686 516 2 seems seem VERB dad-11686 516 3 to to PART dad-11686 516 4 be be AUX dad-11686 516 5 conflicts conflict NOUN dad-11686 516 6 that that PRON dad-11686 516 7 may may AUX dad-11686 516 8 be be AUX dad-11686 516 9 collaboratively collaboratively ADV dad-11686 516 10 resolved resolve VERB dad-11686 516 11 and and CCONJ dad-11686 516 12 resulted result VERB dad-11686 516 13 in in ADP dad-11686 516 14 learning learning NOUN dad-11686 516 15 , , PUNCT dad-11686 516 16 or or CCONJ dad-11686 516 17 may may AUX dad-11686 516 18 not not PART dad-11686 516 19 be be AUX dad-11686 516 20 resolved resolve VERB dad-11686 516 21 and and CCONJ dad-11686 516 22 have have VERB dad-11686 516 23 adverse adverse ADJ dad-11686 516 24 effects effect NOUN dad-11686 516 25 on on ADP dad-11686 516 26 the the DET dad-11686 516 27 learning learning NOUN dad-11686 516 28 outcomes outcome NOUN dad-11686 516 29 . . PUNCT dad-11686 517 1 6.2 6.2 NUM dad-11686 517 2 experiment experiment NOUN dad-11686 517 3 4 4 NUM dad-11686 517 4 : : PUNCT dad-11686 517 5 studying study VERB dad-11686 517 6 information information NOUN dad-11686 517 7 management management NOUN dad-11686 517 8 phenomena phenomenon NOUN dad-11686 517 9 surrounding surround VERB dad-11686 517 10 behavioural behavioural ADJ dad-11686 517 11 alignment alignment NOUN dad-11686 517 12 and and CCONJ dad-11686 517 13 its its PRON dad-11686 517 14 association association NOUN dad-11686 517 15 with with ADP dad-11686 517 16 task task NOUN dad-11686 517 17 success success NOUN dad-11686 517 18 ( ( PUNCT dad-11686 517 19 h2.2 h2.2 NOUN dad-11686 517 20 ) ) PUNCT dad-11686 517 21 6.2.1 6.2.1 NUM dad-11686 517 22 methodology methodology NOUN dad-11686 517 23 we we PRON dad-11686 517 24 consider consider VERB dad-11686 517 25 the the DET dad-11686 517 26 use use NOUN dad-11686 517 27 of of ADP dad-11686 517 28 “ " PUNCT dad-11686 517 29 oh oh INTJ dad-11686 517 30 ” " PUNCT dad-11686 517 31 as as ADP dad-11686 517 32 an an DET dad-11686 517 33 information information NOUN dad-11686 517 34 management management NOUN dad-11686 517 35 marker marker NOUN dad-11686 517 36 , , PUNCT dad-11686 517 37 to to PART dad-11686 517 38 mark mark VERB dad-11686 517 39 a a DET dad-11686 517 40 focus focus NOUN dad-11686 517 41 of of ADP dad-11686 517 42 a a DET dad-11686 517 43 speaker speaker NOUN dad-11686 517 44 ’s ’s PART dad-11686 517 45 attention attention NOUN dad-11686 517 46 , , PUNCT dad-11686 517 47 which which PRON dad-11686 517 48 then then ADV dad-11686 517 49 also also ADV dad-11686 517 50 becomes become VERB dad-11686 517 51 a a DET dad-11686 517 52 candidate candidate NOUN dad-11686 517 53 for for ADP dad-11686 517 54 the the DET dad-11686 517 55 listener listener NOUN dad-11686 517 56 ’s ’s PART dad-11686 517 57 attention attention NOUN dad-11686 517 58 . . PUNCT dad-11686 518 1 this this DET dad-11686 518 2 creation creation NOUN dad-11686 518 3 of of ADP dad-11686 518 4 a a DET dad-11686 518 5 joint joint ADJ dad-11686 518 6 focus focus NOUN dad-11686 518 7 of of ADP dad-11686 518 8 attention attention NOUN dad-11686 518 9 allows allow VERB dad-11686 518 10 for for ADP dad-11686 518 11 transitions transition NOUN dad-11686 518 12 in in ADP dad-11686 518 13 the the DET dad-11686 518 14 information information NOUN dad-11686 518 15 state state NOUN dad-11686 518 16 ( ( PUNCT dad-11686 518 17 schiffrin schiffrin NOUN dad-11686 518 18 , , PUNCT dad-11686 518 19 1987 1987 NUM dad-11686 518 20 ) ) PUNCT dad-11686 518 21 . . PUNCT dad-11686 519 1 in in ADP dad-11686 519 2 general general ADJ dad-11686 519 3 , , PUNCT dad-11686 519 4 changes change NOUN dad-11686 519 5 in in ADP dad-11686 519 6 the the DET dad-11686 519 7 information information NOUN dad-11686 519 8 state state NOUN dad-11686 519 9 – – PUNCT dad-11686 519 10 or or CCONJ dad-11686 519 11 what what PRON dad-11686 519 12 is be AUX dad-11686 519 13 commonly commonly ADV dad-11686 519 14 known know VERB dad-11686 519 15 about about ADP dad-11686 519 16 the the DET dad-11686 519 17 task task NOUN dad-11686 519 18 – – PUNCT dad-11686 519 19 of of ADP dad-11686 519 20 the the DET dad-11686 519 21 participating participate VERB dad-11686 519 22 interlocu27 interlocu27 NOUN dad-11686 519 23 utku utku PROPN dad-11686 519 24 norman∗ norman∗ PROPN dad-11686 519 25 , , PUNCT dad-11686 519 26 tanvi tanvi NOUN dad-11686 519 27 dinkar∗ dinkar∗ NOUN dad-11686 519 28 , , PUNCT dad-11686 519 29 barbara barbara PROPN dad-11686 519 30 bruno bruno PROPN dad-11686 519 31 , , PUNCT dad-11686 519 32 and and CCONJ dad-11686 519 33 chloé chloé NOUN dad-11686 519 34 clavel clavel NOUN dad-11686 519 35 tors tor NOUN dad-11686 519 36 should should AUX dad-11686 519 37 be be AUX dad-11686 519 38 due due ADJ dad-11686 519 39 to to ADP dad-11686 519 40 physical physical ADJ dad-11686 519 41 actions action NOUN dad-11686 519 42 related relate VERB dad-11686 519 43 to to ADP dad-11686 519 44 the the DET dad-11686 519 45 task task NOUN dad-11686 519 46 , , PUNCT dad-11686 519 47 particularly particularly ADV dad-11686 519 48 because because SCONJ dad-11686 519 49 the the DET dad-11686 519 50 situated situated ADJ dad-11686 519 51 activity activity NOUN dad-11686 519 52 has have VERB dad-11686 519 53 an an DET dad-11686 519 54 interdependence interdependence NOUN dad-11686 519 55 on on ADP dad-11686 519 56 the the DET dad-11686 519 57 physical physical ADJ dad-11686 519 58 environment environment NOUN dad-11686 519 59 . . PUNCT dad-11686 520 1 “ " PUNCT dad-11686 520 2 oh oh INTJ dad-11686 520 3 ” " PUNCT dad-11686 520 4 as as SCONJ dad-11686 520 5 a a DET dad-11686 520 6 marker marker NOUN dad-11686 520 7 for for ADP dad-11686 520 8 new new ADJ dad-11686 520 9 information information NOUN dad-11686 520 10 has have AUX dad-11686 520 11 been be AUX dad-11686 520 12 studied study VERB dad-11686 520 13 in in ADP dad-11686 520 14 various various ADJ dad-11686 520 15 scenarios scenario NOUN dad-11686 520 16 . . PUNCT dad-11686 521 1 aijmer aijmer NOUN dad-11686 521 2 ( ( PUNCT dad-11686 521 3 1987 1987 NUM dad-11686 521 4 ) ) PUNCT dad-11686 521 5 did do VERB dad-11686 521 6 a a DET dad-11686 521 7 corpus corpus NOUN dad-11686 521 8 analysis analysis NOUN dad-11686 521 9 of of ADP dad-11686 521 10 “ " PUNCT dad-11686 521 11 oh oh INTJ dad-11686 521 12 ” " PUNCT dad-11686 521 13 to to PART dad-11686 521 14 identify identify VERB dad-11686 521 15 the the DET dad-11686 521 16 contexts context NOUN dad-11686 521 17 in in ADP dad-11686 521 18 which which PRON dad-11686 521 19 the the DET dad-11686 521 20 marker marker NOUN dad-11686 521 21 is be AUX dad-11686 521 22 used use VERB dad-11686 521 23 , , PUNCT dad-11686 521 24 starting start VERB dad-11686 521 25 from from ADP dad-11686 521 26 a a DET dad-11686 521 27 base base ADJ dad-11686 521 28 general general ADJ dad-11686 521 29 description description NOUN dad-11686 521 30 of of ADP dad-11686 521 31 its its PRON dad-11686 521 32 usage usage NOUN dad-11686 521 33 as as ADP dad-11686 521 34 a a DET dad-11686 521 35 mental mental ADJ dad-11686 521 36 reaction reaction NOUN dad-11686 521 37 to to ADP dad-11686 521 38 a a DET dad-11686 521 39 stimulus stimulus NOUN dad-11686 521 40 ; ; PUNCT dad-11686 521 41 e.g. e.g. ADV dad-11686 521 42 “ " PUNCT dad-11686 521 43 oh oh INTJ dad-11686 521 44 , , PUNCT dad-11686 521 45 flowers flower NOUN dad-11686 521 46 ! ! PUNCT dad-11686 521 47 ” " PUNCT dad-11686 521 48 . . PUNCT dad-11686 522 1 among among ADP dad-11686 522 2 the the DET dad-11686 522 3 specific specific ADJ dad-11686 522 4 contexts context NOUN dad-11686 522 5 identified identify VERB dad-11686 522 6 , , PUNCT dad-11686 522 7 the the DET dad-11686 522 8 most most ADV dad-11686 522 9 relevant relevant ADJ dad-11686 522 10 to to ADP dad-11686 522 11 this this DET dad-11686 522 12 work work NOUN dad-11686 522 13 is be AUX dad-11686 522 14 “ " PUNCT dad-11686 522 15 oh oh INTJ dad-11686 522 16 ” " PUNCT dad-11686 522 17 used use VERB dad-11686 522 18 as as ADP dad-11686 522 19 a a DET dad-11686 522 20 marker marker NOUN dad-11686 522 21 to to PART dad-11686 522 22 verbalise verbalise VERB dad-11686 522 23 reactions reaction NOUN dad-11686 522 24 to to ADP dad-11686 522 25 surprising surprising ADJ dad-11686 522 26 information information NOUN dad-11686 522 27 . . PUNCT dad-11686 523 1 fox fox PROPN dad-11686 523 2 tree tree NOUN dad-11686 523 3 and and CCONJ dad-11686 523 4 schrock schrock PROPN dad-11686 523 5 ( ( PUNCT dad-11686 523 6 1999 1999 NUM dad-11686 523 7 ) ) PUNCT dad-11686 523 8 also also ADV dad-11686 523 9 studied study VERB dad-11686 523 10 the the DET dad-11686 523 11 use use NOUN dad-11686 523 12 of of ADP dad-11686 523 13 “ " PUNCT dad-11686 523 14 oh oh INTJ dad-11686 523 15 ” " PUNCT dad-11686 523 16 in in ADP dad-11686 523 17 online online ADJ dad-11686 523 18 comprehension comprehension NOUN dad-11686 523 19 experiments experiment NOUN dad-11686 523 20 to to PART dad-11686 523 21 find find VERB dad-11686 523 22 that that SCONJ dad-11686 523 23 it it PRON dad-11686 523 24 is be AUX dad-11686 523 25 used use VERB dad-11686 523 26 by by ADP dad-11686 523 27 listener listener NOUN dad-11686 523 28 ’s ’s ADV dad-11686 523 29 to to PART dad-11686 523 30 help help VERB dad-11686 523 31 them they PRON dad-11686 523 32 integrate integrate VERB dad-11686 523 33 information information NOUN dad-11686 523 34 in in ADP dad-11686 523 35 spontaneous spontaneous ADJ dad-11686 523 36 speech speech NOUN dad-11686 523 37 . . PUNCT dad-11686 524 1 we we PRON dad-11686 524 2 are be AUX dad-11686 524 3 interested interested ADJ dad-11686 524 4 in in ADP dad-11686 524 5 the the DET dad-11686 524 6 use use NOUN dad-11686 524 7 of of ADP dad-11686 524 8 “ " PUNCT dad-11686 524 9 oh oh INTJ dad-11686 524 10 ” " PUNCT dad-11686 524 11 in in ADP dad-11686 524 12 the the DET dad-11686 524 13 context context NOUN dad-11686 524 14 of of ADP dad-11686 524 15 what what PRON dad-11686 524 16 is be AUX dad-11686 524 17 commonly commonly ADV dad-11686 524 18 known know VERB dad-11686 524 19 by by ADP dad-11686 524 20 the the DET dad-11686 524 21 interlocutors interlocutor NOUN dad-11686 524 22 regarding regard VERB dad-11686 524 23 the the DET dad-11686 524 24 task task NOUN dad-11686 524 25 . . PUNCT dad-11686 525 1 thus thus ADV dad-11686 525 2 , , PUNCT dad-11686 525 3 we we PRON dad-11686 525 4 consider consider VERB dad-11686 525 5 the the DET dad-11686 525 6 verbalisation verbalisation NOUN dad-11686 525 7 of of ADP dad-11686 525 8 “ " PUNCT dad-11686 525 9 oh oh INTJ dad-11686 525 10 ” " PUNCT dad-11686 525 11 , , PUNCT dad-11686 525 12 as as ADP dad-11686 525 13 an an DET dad-11686 525 14 update update NOUN dad-11686 525 15 in in ADP dad-11686 525 16 the the DET dad-11686 525 17 interlocutor interlocutor NOUN dad-11686 525 18 ’s ’s PART dad-11686 525 19 knowledge knowledge NOUN dad-11686 525 20 regarding regard VERB dad-11686 525 21 how how SCONJ dad-11686 525 22 to to PART dad-11686 525 23 solve solve VERB dad-11686 525 24 the the DET dad-11686 525 25 situated situated ADJ dad-11686 525 26 activity activity NOUN dad-11686 525 27 , , PUNCT dad-11686 525 28 resulting result VERB dad-11686 525 29 from from ADP dad-11686 525 30 actions action NOUN dad-11686 525 31 taken take VERB dad-11686 525 32 . . PUNCT dad-11686 526 1 to to ADP dad-11686 526 2 the the DET dad-11686 526 3 best good ADJ dad-11686 526 4 of of ADP dad-11686 526 5 our our PRON dad-11686 526 6 knowledge knowledge NOUN dad-11686 526 7 , , PUNCT dad-11686 526 8 the the DET dad-11686 526 9 use use NOUN dad-11686 526 10 of of ADP dad-11686 526 11 “ " PUNCT dad-11686 526 12 oh oh INTJ dad-11686 526 13 ” " PUNCT dad-11686 526 14 has have AUX dad-11686 526 15 been be AUX dad-11686 526 16 studied study VERB dad-11686 526 17 more more ADV dad-11686 526 18 in in ADP dad-11686 526 19 the the DET dad-11686 526 20 context context NOUN dad-11686 526 21 of of ADP dad-11686 526 22 integrating integrate VERB dad-11686 526 23 information information NOUN dad-11686 526 24 at at ADP dad-11686 526 25 the the DET dad-11686 526 26 lexical lexical ADJ dad-11686 526 27 level level NOUN dad-11686 526 28 , , PUNCT dad-11686 526 29 but but CCONJ dad-11686 526 30 not not PART dad-11686 526 31 a a DET dad-11686 526 32 behavioural behavioural ADJ dad-11686 526 33 one one NUM dad-11686 526 34 . . PUNCT dad-11686 527 1 thus thus ADV dad-11686 527 2 , , PUNCT dad-11686 527 3 an an DET dad-11686 527 4 increase increase NOUN dad-11686 527 5 in in ADP dad-11686 527 6 these these DET dad-11686 527 7 information information NOUN dad-11686 527 8 management management NOUN dad-11686 527 9 markers marker NOUN dad-11686 527 10 associated associate VERB dad-11686 527 11 with with ADP dad-11686 527 12 the the DET dad-11686 527 13 task task NOUN dad-11686 527 14 should should AUX dad-11686 527 15 lead lead VERB dad-11686 527 16 to to ADP dad-11686 527 17 an an DET dad-11686 527 18 increase increase NOUN dad-11686 527 19 in in ADP dad-11686 527 20 task task NOUN dad-11686 527 21 success success NOUN dad-11686 527 22 . . PUNCT dad-11686 528 1 to to PART dad-11686 528 2 investigate investigate VERB dad-11686 528 3 h2.2 h2.2 NOUN dad-11686 528 4 , , PUNCT dad-11686 528 5 we we PRON dad-11686 528 6 check check VERB dad-11686 528 7 if if SCONJ dad-11686 528 8 the the DET dad-11686 528 9 distributions distribution NOUN dad-11686 528 10 of of ADP dad-11686 528 11 ( ( PUNCT dad-11686 528 12 mis)matches mis)matche NOUN dad-11686 528 13 and and CCONJ dad-11686 528 14 “ " PUNCT dad-11686 528 15 oh oh INTJ dad-11686 528 16 ” " PUNCT dad-11686 528 17 marker marker NOUN dad-11686 528 18 times time NOUN dad-11686 528 19 are be AUX dad-11686 528 20 significantly significantly ADV dad-11686 528 21 different different ADJ dad-11686 528 22 by by ADP dad-11686 528 23 mann mann PROPN dad-11686 528 24 - - PUNCT dad-11686 528 25 whitney whitney PROPN dad-11686 528 26 u u PROPN dad-11686 528 27 test test NOUN dad-11686 528 28 , , PUNCT dad-11686 528 29 and and CCONJ dad-11686 528 30 estimate estimate VERB dad-11686 528 31 the the DET dad-11686 528 32 effect effect NOUN dad-11686 528 33 size size NOUN dad-11686 528 34 by by ADP dad-11686 528 35 computing compute VERB dad-11686 528 36 cliff cliff PROPN dad-11686 528 37 ’s ’s PART dad-11686 528 38 delta delta NOUN dad-11686 528 39 . . PUNCT dad-11686 529 1 this this DET dad-11686 529 2 calculation calculation NOUN dad-11686 529 3 differs differ VERB dad-11686 529 4 from from ADP dad-11686 529 5 h1.2 h1.2 PROPN dad-11686 529 6 , , PUNCT dad-11686 529 7 as as SCONJ dad-11686 529 8 actions action NOUN dad-11686 529 9 are be AUX dad-11686 529 10 not not PART dad-11686 529 11 part part NOUN dad-11686 529 12 of of ADP dad-11686 529 13 an an DET dad-11686 529 14 utterance utterance NOUN dad-11686 529 15 ( ( PUNCT dad-11686 529 16 compared compare VERB dad-11686 529 17 to to ADP dad-11686 529 18 establishment establishment NOUN dad-11686 529 19 time time NOUN dad-11686 529 20 for for ADP dad-11686 529 21 example example NOUN dad-11686 529 22 ) ) PUNCT dad-11686 529 23 ; ; PUNCT dad-11686 529 24 hence hence ADV dad-11686 529 25 we we PRON dad-11686 529 26 can can AUX dad-11686 529 27 not not PART dad-11686 529 28 use use VERB dad-11686 529 29 the the DET dad-11686 529 30 order order NOUN dad-11686 529 31 of of ADP dad-11686 529 32 tokens token NOUN dad-11686 529 33 as as SCONJ dad-11686 529 34 was be AUX dad-11686 529 35 previously previously ADV dad-11686 529 36 used use VERB dad-11686 529 37 , , PUNCT dad-11686 529 38 and and CCONJ dad-11686 529 39 instead instead ADV dad-11686 529 40 compare compare VERB dad-11686 529 41 the the DET dad-11686 529 42 end end NOUN dad-11686 529 43 times time NOUN dad-11686 529 44 of of ADP dad-11686 529 45 the the DET dad-11686 529 46 utterance utterance NOUN dad-11686 529 47 that that PRON dad-11686 529 48 contains contain VERB dad-11686 529 49 the the DET dad-11686 529 50 marker marker NOUN dad-11686 529 51 with with ADP dad-11686 529 52 the the DET dad-11686 529 53 ( ( PUNCT dad-11686 529 54 mis)matched mis)matche VERB dad-11686 529 55 action action NOUN dad-11686 529 56 times time NOUN dad-11686 529 57 . . PUNCT dad-11686 530 1 then then ADV dad-11686 530 2 , , PUNCT dad-11686 530 3 as as ADP dad-11686 530 4 h1.2 h1.2 PROPN dad-11686 530 5 , , PUNCT dad-11686 530 6 we we PRON dad-11686 530 7 calculate calculate VERB dad-11686 530 8 the the DET dad-11686 530 9 relation relation NOUN dad-11686 530 10 to to ADP dad-11686 530 11 performance performance NOUN dad-11686 530 12 and and CCONJ dad-11686 530 13 learning learning NOUN dad-11686 530 14 . . PUNCT dad-11686 531 1 6.2.2 6.2.2 NUM dad-11686 531 2 results result VERB dad-11686 531 3 and and CCONJ dad-11686 531 4 discussion discussion NOUN dad-11686 531 5 empirical empirical ADJ dad-11686 531 6 results result NOUN dad-11686 531 7 we we PRON dad-11686 531 8 note note VERB dad-11686 531 9 that that SCONJ dad-11686 531 10 the the DET dad-11686 531 11 “ " PUNCT dad-11686 531 12 oh oh INTJ dad-11686 531 13 ” " PUNCT dad-11686 531 14 marker marker NOUN dad-11686 531 15 occurs occur VERB dad-11686 531 16 333 333 NUM dad-11686 531 17 times time NOUN dad-11686 531 18 in in ADP dad-11686 531 19 the the DET dad-11686 531 20 transcripts transcript NOUN dad-11686 531 21 ( ( PUNCT dad-11686 531 22 average average ADJ dad-11686 531 23 per per ADP dad-11686 531 24 transcript transcript NOUN dad-11686 531 25 = = NOUN dad-11686 531 26 33.3 33.3 NUM dad-11686 531 27 , , PUNCT dad-11686 531 28 sd sd ADP dad-11686 531 29 = = NOUN dad-11686 531 30 20.3 20.3 NUM dad-11686 531 31 ) ) PUNCT dad-11686 531 32 . . PUNCT dad-11686 532 1 see see VERB dad-11686 532 2 table table NOUN dad-11686 532 3 5 5 NUM dad-11686 532 4 for for ADP dad-11686 532 5 the the DET dad-11686 532 6 number number NOUN dad-11686 532 7 of of ADP dad-11686 532 8 utterances utterance NOUN dad-11686 532 9 that that PRON dad-11686 532 10 contain contain VERB dad-11686 532 11 one one NUM dad-11686 532 12 or or CCONJ dad-11686 532 13 more more ADJ dad-11686 532 14 “ " PUNCT dad-11686 532 15 oh”s oh”s NOUN dad-11686 532 16 for for ADP dad-11686 532 17 each each DET dad-11686 532 18 team team NOUN dad-11686 532 19 . . PUNCT dad-11686 533 1 the the DET dad-11686 533 2 results result NOUN dad-11686 533 3 of of ADP dad-11686 533 4 the the DET dad-11686 533 5 tests test NOUN dad-11686 533 6 for for ADP dad-11686 533 7 each each DET dad-11686 533 8 team team NOUN dad-11686 533 9 are be AUX dad-11686 533 10 given give VERB dad-11686 533 11 in in ADP dad-11686 533 12 table table NOUN dad-11686 533 13 6 6 NUM dad-11686 533 14 . . PUNCT dad-11686 534 1 here here ADV dad-11686 534 2 , , PUNCT dad-11686 534 3 δ δ PROPN dad-11686 534 4 = = PRON dad-11686 534 5 −1 −1 NOUN dad-11686 534 6 would would AUX dad-11686 534 7 mean mean VERB dad-11686 534 8 that that SCONJ dad-11686 534 9 all all DET dad-11686 534 10 “ " PUNCT dad-11686 534 11 oh”s oh”s NOUN dad-11686 534 12 occur occur VERB dad-11686 534 13 earlier early ADV dad-11686 534 14 than than ADP dad-11686 534 15 ( ( PUNCT dad-11686 534 16 mis)match mis)match PROPN dad-11686 534 17 times time NOUN dad-11686 534 18 , , PUNCT dad-11686 534 19 and and CCONJ dad-11686 534 20 1 1 NUM dad-11686 534 21 ; ; PUNCT dad-11686 534 22 that that SCONJ dad-11686 534 23 all all DET dad-11686 534 24 “ " PUNCT dad-11686 534 25 oh”s oh”s NOUN dad-11686 534 26 occur occur VERB dad-11686 534 27 later.8 later.8 ADV dad-11686 534 28 the the DET dad-11686 534 29 δ δ PROPN dad-11686 534 30 values value NOUN dad-11686 534 31 vary vary VERB dad-11686 534 32 from from ADP dad-11686 534 33 0 0 NUM dad-11686 534 34 to to ADP dad-11686 534 35 negative negative ADJ dad-11686 534 36 values value NOUN dad-11686 534 37 ( ( PUNCT dad-11686 534 38 see see VERB dad-11686 534 39 table table NOUN dad-11686 534 40 6 6 NUM dad-11686 534 41 ) ) PUNCT dad-11686 534 42 , , PUNCT dad-11686 534 43 for for ADP dad-11686 534 44 all all DET dad-11686 534 45 teams team NOUN dad-11686 534 46 except except SCONJ dad-11686 534 47 one one NUM dad-11686 534 48 . . PUNCT dad-11686 535 1 this this PRON dad-11686 535 2 indicates indicate VERB dad-11686 535 3 that that SCONJ dad-11686 535 4 the the DET dad-11686 535 5 distribution distribution NOUN dad-11686 535 6 of of ADP dad-11686 535 7 “ " PUNCT dad-11686 535 8 oh oh INTJ dad-11686 535 9 ” " PUNCT dad-11686 535 10 tends tend VERB dad-11686 535 11 to to PART dad-11686 535 12 occur occur VERB dad-11686 535 13 earlier early ADV dad-11686 535 14 than than ADP dad-11686 535 15 ( ( PUNCT dad-11686 535 16 mis)match mis)match PROPN dad-11686 535 17 times time NOUN dad-11686 535 18 . . PUNCT dad-11686 536 1 observe observe VERB dad-11686 536 2 that that SCONJ dad-11686 536 3 “ " PUNCT dad-11686 536 4 oh oh INTJ dad-11686 536 5 ” " PUNCT dad-11686 536 6 and and CCONJ dad-11686 536 7 ( ( PUNCT dad-11686 536 8 mis)match mis)match PROPN dad-11686 536 9 times time NOUN dad-11686 536 10 do do AUX dad-11686 536 11 not not PART dad-11686 536 12 significantly significantly ADV dad-11686 536 13 differ differ VERB dad-11686 536 14 for for ADP dad-11686 536 15 half half NOUN dad-11686 536 16 of of ADP dad-11686 536 17 the the DET dad-11686 536 18 teams team NOUN dad-11686 536 19 ( ( PUNCT dad-11686 536 20 mann mann PROPN dad-11686 536 21 - - PUNCT dad-11686 536 22 whitney whitney PROPN dad-11686 536 23 u u PROPN dad-11686 536 24 test test NOUN dad-11686 536 25 p p X dad-11686 536 26 < < X dad-11686 536 27 .05 .05 NUM dad-11686 536 28 ) ) PUNCT dad-11686 536 29 . . PUNCT dad-11686 537 1 we we PRON dad-11686 537 2 see see VERB dad-11686 537 3 that that PRON dad-11686 537 4 for for ADP dad-11686 537 5 the the DET dad-11686 537 6 teams team NOUN dad-11686 537 7 that that PRON dad-11686 537 8 had have VERB dad-11686 537 9 significantly significantly ADV dad-11686 537 10 different different ADJ dad-11686 537 11 distributions distribution NOUN dad-11686 537 12 , , PUNCT dad-11686 537 13 the the DET dad-11686 537 14 effect effect NOUN dad-11686 537 15 size size NOUN dad-11686 537 16 only only ADV dad-11686 537 17 ranges range VERB dad-11686 537 18 from from ADP dad-11686 537 19 negligible negligible ADJ dad-11686 537 20 ( ( PUNCT dad-11686 537 21 |δ| |δ| X dad-11686 537 22 < < X dad-11686 537 23 0.147 0.147 NUM dad-11686 537 24 ) ) PUNCT dad-11686 537 25 to to ADP dad-11686 537 26 medium medium NOUN dad-11686 537 27 ( ( PUNCT dad-11686 537 28 |δ| |δ| VERB dad-11686 537 29 < < X dad-11686 537 30 0.474 0.474 NUM dad-11686 537 31 ) ) PUNCT dad-11686 537 32 , , PUNCT dad-11686 537 33 with with ADP dad-11686 537 34 the the DET dad-11686 537 35 exception exception NOUN dad-11686 537 36 of of ADP dad-11686 537 37 one one NUM dad-11686 537 38 team team NOUN dad-11686 537 39 . . PUNCT dad-11686 538 1 this this PRON dad-11686 538 2 indicates indicate VERB dad-11686 538 3 that that SCONJ dad-11686 538 4 overall overall ADJ dad-11686 538 5 , , PUNCT dad-11686 538 6 “ " PUNCT dad-11686 538 7 oh oh INTJ dad-11686 538 8 ” " PUNCT dad-11686 538 9 tends tend VERB dad-11686 538 10 to to PART dad-11686 538 11 occur occur VERB dad-11686 538 12 close close ADV dad-11686 538 13 to to ADP dad-11686 538 14 mismatch mismatch NOUN dad-11686 538 15 times time NOUN dad-11686 538 16 , , PUNCT dad-11686 538 17 though though SCONJ dad-11686 538 18 earlier early ADV dad-11686 538 19 , , PUNCT dad-11686 538 20 with with ADP dad-11686 538 21 larger large ADJ dad-11686 538 22 overlap overlap NOUN dad-11686 538 23 from from ADP dad-11686 538 24 smaller small ADJ dad-11686 538 25 effect effect NOUN dad-11686 538 26 sizes size NOUN dad-11686 538 27 , , PUNCT dad-11686 538 28 and and CCONJ dad-11686 538 29 half half DET dad-11686 538 30 the the DET dad-11686 538 31 teams team NOUN dad-11686 538 32 not not PART dad-11686 538 33 having have VERB dad-11686 538 34 distributions distribution NOUN dad-11686 538 35 significantly significantly ADV dad-11686 538 36 different different ADJ dad-11686 538 37 by by ADP dad-11686 538 38 this this DET dad-11686 538 39 test test NOUN dad-11686 538 40 . . PUNCT dad-11686 539 1 following follow VERB dad-11686 539 2 this this PRON dad-11686 539 3 , , PUNCT dad-11686 539 4 the the DET dad-11686 539 5 δ δ PROPN dad-11686 539 6 values value NOUN dad-11686 539 7 between between ADP dad-11686 539 8 “ " PUNCT dad-11686 539 9 oh oh INTJ dad-11686 539 10 ” " PUNCT dad-11686 539 11 times time NOUN dad-11686 539 12 and and CCONJ dad-11686 539 13 ( ( PUNCT dad-11686 539 14 mis)match mis)match PROPN dad-11686 539 15 times time NOUN dad-11686 539 16 have have VERB dad-11686 539 17 a a DET dad-11686 539 18 medium medium ADJ dad-11686 539 19 negative negative ADJ dad-11686 539 20 correlation correlation NOUN dad-11686 539 21 coefficient coefficient NOUN dad-11686 539 22 with with ADP dad-11686 539 23 performance performance NOUN dad-11686 539 24 ( ( PUNCT dad-11686 539 25 spearman spearman NOUN dad-11686 539 26 ’s ’s PART dad-11686 539 27 ρ ρ PROPN dad-11686 539 28 = = SYM dad-11686 539 29 −0.53 −0.53 NOUN dad-11686 539 30 , , PUNCT dad-11686 539 31 p p NOUN dad-11686 539 32 = = NOUN dad-11686 539 33 .12 .12 NUM dad-11686 539 34 ) ) PUNCT dad-11686 539 35 . . PUNCT dad-11686 540 1 while while SCONJ dad-11686 540 2 close close ADJ dad-11686 540 3 to to ADP dad-11686 540 4 significant significant ADJ dad-11686 540 5 ( ( PUNCT dad-11686 540 6 however however ADV dad-11686 540 7 , , PUNCT dad-11686 540 8 p p X dad-11686 540 9 > > X dad-11686 540 10 0.05 0.05 NUM dad-11686 540 11 ) ) PUNCT dad-11686 540 12 we we PRON dad-11686 540 13 see see VERB dad-11686 540 14 the the DET dad-11686 540 15 general general ADJ dad-11686 540 16 trend trend NOUN dad-11686 540 17 that that PRON dad-11686 540 18 for for ADP dad-11686 540 19 better well ADJ dad-11686 540 20 performers performer NOUN dad-11686 540 21 there there PRON dad-11686 540 22 is be VERB dad-11686 540 23 more more ADV dad-11686 540 24 the the DET dad-11686 540 25 overlap overlap NOUN dad-11686 540 26 between between ADP dad-11686 540 27 ( ( PUNCT dad-11686 540 28 mis)match mis)match PROPN dad-11686 540 29 times time NOUN dad-11686 540 30 and and CCONJ dad-11686 540 31 “ " PUNCT dad-11686 540 32 oh”s oh”s NOUN dad-11686 540 33 . . PUNCT dad-11686 541 1 thus thus ADV dad-11686 541 2 is be AUX dad-11686 541 3 a a DET dad-11686 541 4 general general ADJ dad-11686 541 5 trend trend NOUN dad-11686 541 6 that that PRON dad-11686 541 7 for for ADP dad-11686 541 8 well well ADV dad-11686 541 9 - - PUNCT dad-11686 541 10 performing perform VERB dad-11686 541 11 teams team NOUN dad-11686 541 12 the the DET dad-11686 541 13 “ " PUNCT dad-11686 541 14 oh”s oh”s NOUN dad-11686 541 15 occur occur VERB dad-11686 541 16 more more ADV dad-11686 541 17 in in ADP dad-11686 541 18 the the DET dad-11686 541 19 vicinity vicinity NOUN dad-11686 541 20 of of ADP dad-11686 541 21 ( ( PUNCT dad-11686 541 22 mis)match mis)match PROPN dad-11686 541 23 times time NOUN dad-11686 541 24 with with ADP dad-11686 541 25 larger large ADJ dad-11686 541 26 overlap overlap NOUN dad-11686 541 27 between between ADP dad-11686 541 28 the the DET dad-11686 541 29 two two NUM dad-11686 541 30 groups group NOUN dad-11686 541 31 , , PUNCT dad-11686 541 32 and and CCONJ dad-11686 541 33 the the DET dad-11686 541 34 badly badly ADV dad-11686 541 35 - - PUNCT dad-11686 541 36 performing perform VERB dad-11686 541 37 teams team NOUN dad-11686 541 38 have have VERB dad-11686 541 39 comparably comparably ADV dad-11686 541 40 less less ADJ dad-11686 541 41 overlap overlap NOUN dad-11686 541 42 . . PUNCT dad-11686 542 1 thus thus ADV dad-11686 542 2 the the DET dad-11686 542 3 results result NOUN dad-11686 542 4 weakly weakly ADJ dad-11686 542 5 support support NOUN dad-11686 542 6 h2.2 h2.2 NOUN dad-11686 542 7 , , PUNCT dad-11686 542 8 however however ADV dad-11686 542 9 this this PRON dad-11686 542 10 would would AUX dad-11686 542 11 require require VERB dad-11686 542 12 more more ADJ dad-11686 542 13 data datum NOUN dad-11686 542 14 to to PART dad-11686 542 15 be be AUX dad-11686 542 16 verified verify VERB dad-11686 542 17 . . PUNCT dad-11686 543 1 8as 8as ADJ dad-11686 543 2 h1.2 h1.2 PROPN dad-11686 543 3 , , PUNCT dad-11686 543 4 δ δ PROPN dad-11686 543 5 ranges range VERB dad-11686 543 6 from from ADP dad-11686 543 7 −1 −1 NOUN dad-11686 543 8 to to ADP dad-11686 543 9 1 1 NUM dad-11686 543 10 , , PUNCT dad-11686 543 11 where where SCONJ dad-11686 543 12 0 0 PRON dad-11686 543 13 would would AUX dad-11686 543 14 mean mean VERB dad-11686 543 15 that that SCONJ dad-11686 543 16 the the DET dad-11686 543 17 group group NOUN dad-11686 543 18 distributions distribution NOUN dad-11686 543 19 overlap overlap VERB dad-11686 543 20 completely completely ADV dad-11686 543 21 ; ; PUNCT dad-11686 543 22 whereas whereas SCONJ dad-11686 543 23 values value NOUN dad-11686 543 24 of of ADP dad-11686 543 25 −1 −1 NOUN dad-11686 543 26 and and CCONJ dad-11686 543 27 1 1 NUM dad-11686 543 28 indicate indicate VERB dad-11686 543 29 a a DET dad-11686 543 30 absence absence NOUN dad-11686 543 31 of of ADP dad-11686 543 32 overlap overlap NOUN dad-11686 543 33 between between ADP dad-11686 543 34 the the DET dad-11686 543 35 groups group NOUN dad-11686 543 36 . . PUNCT dad-11686 544 1 28 28 NUM dad-11686 544 2 studying study VERB dad-11686 544 3 alignment alignment NOUN dad-11686 544 4 in in ADP dad-11686 544 5 a a DET dad-11686 544 6 collaborative collaborative ADJ dad-11686 544 7 learning learning NOUN dad-11686 544 8 activity activity NOUN dad-11686 544 9 via via ADP dad-11686 544 10 automatic automatic ADJ dad-11686 544 11 methods method NOUN dad-11686 544 12 table table NOUN dad-11686 544 13 5 5 NUM dad-11686 544 14 : : PUNCT dad-11686 544 15 summary summary NOUN dad-11686 544 16 statistics statistic NOUN dad-11686 544 17 for for ADP dad-11686 544 18 the the DET dad-11686 544 19 “ " PUNCT dad-11686 544 20 oh oh INTJ dad-11686 544 21 ” " PUNCT dad-11686 544 22 and and CCONJ dad-11686 544 23 ( ( PUNCT dad-11686 544 24 mis)matched mis)matched ADJ dad-11686 544 25 instructions instruction NOUN dad-11686 544 26 - - PUNCT dad-11686 544 27 to to ADP dad-11686 544 28 - - PUNCT dad-11686 544 29 actions action NOUN dad-11686 544 30 , , PUNCT dad-11686 544 31 sorted sort VERB dad-11686 544 32 by by ADP dad-11686 544 33 decreasing decrease VERB dad-11686 544 34 task task NOUN dad-11686 544 35 performance performance NOUN dad-11686 544 36 . . PUNCT dad-11686 545 1 count count NOUN dad-11686 545 2 is be AUX dad-11686 545 3 given give VERB dad-11686 545 4 as as ADP dad-11686 545 5 the the DET dad-11686 545 6 number number NOUN dad-11686 545 7 of of ADP dad-11686 545 8 utterances utterance NOUN dad-11686 545 9 that that PRON dad-11686 545 10 contained contain VERB dad-11686 545 11 ( ( PUNCT dad-11686 545 12 mis)matched mis)matched ADJ dad-11686 545 13 actions action NOUN dad-11686 545 14 . . PUNCT dad-11686 546 1 count count NOUN dad-11686 546 2 median median PROPN dad-11686 546 3 ( ( PUNCT dad-11686 546 4 % % INTJ dad-11686 546 5 ) ) PUNCT dad-11686 546 6 team team NOUN dad-11686 546 7 oh oh INTJ dad-11686 546 8 match match VERB dad-11686 546 9 mismatch mismatch NOUN dad-11686 546 10 match match NOUN dad-11686 546 11 / / SYM dad-11686 546 12 mism mism NOUN dad-11686 546 13 . . PUNCT dad-11686 547 1 oh oh INTJ dad-11686 547 2 match match NOUN dad-11686 547 3 mismatch mismatch NOUN dad-11686 547 4 28 28 NUM dad-11686 547 5 24 24 NUM dad-11686 547 6 19 19 NUM dad-11686 547 7 13 13 NUM dad-11686 547 8 1.5 1.5 NUM dad-11686 547 9 61.7 61.7 NUM dad-11686 547 10 62.7 62.7 NUM dad-11686 547 11 73.6 73.6 NUM dad-11686 547 12 17 17 NUM dad-11686 547 13 20 20 NUM dad-11686 547 14 23 23 NUM dad-11686 547 15 10 10 NUM dad-11686 547 16 2.3 2.3 NUM dad-11686 547 17 61.1 61.1 NUM dad-11686 547 18 61.1 61.1 NUM dad-11686 547 19 69.4 69.4 NUM dad-11686 547 20 20 20 NUM dad-11686 547 21 65 65 NUM dad-11686 547 22 24 24 NUM dad-11686 547 23 6 6 NUM dad-11686 547 24 4.0 4.0 NUM dad-11686 547 25 35.0 35.0 NUM dad-11686 547 26 58.0 58.0 NUM dad-11686 547 27 42.3 42.3 NUM dad-11686 547 28 11 11 NUM dad-11686 547 29 15 15 NUM dad-11686 547 30 34 34 NUM dad-11686 547 31 18 18 NUM dad-11686 547 32 1.8 1.8 NUM dad-11686 547 33 57.3 57.3 NUM dad-11686 547 34 59.5 59.5 NUM dad-11686 547 35 38.5 38.5 NUM dad-11686 547 36 9 9 NUM dad-11686 547 37 29 29 NUM dad-11686 547 38 28 28 NUM dad-11686 547 39 9 9 NUM dad-11686 547 40 3.1 3.1 NUM dad-11686 547 41 42.9 42.9 NUM dad-11686 547 42 59.9 59.9 NUM dad-11686 547 43 70.2 70.2 NUM dad-11686 547 44 47 47 NUM dad-11686 547 45 29 29 NUM dad-11686 547 46 28 28 NUM dad-11686 547 47 21 21 NUM dad-11686 547 48 1.3 1.3 NUM dad-11686 547 49 53.4 53.4 NUM dad-11686 547 50 56.8 56.8 NUM dad-11686 547 51 75.7 75.7 NUM dad-11686 547 52 10 10 NUM dad-11686 547 53 18 18 NUM dad-11686 547 54 36 36 NUM dad-11686 547 55 15 15 NUM dad-11686 547 56 2.4 2.4 NUM dad-11686 547 57 47.6 47.6 NUM dad-11686 547 58 67.3 67.3 NUM dad-11686 547 59 65.3 65.3 NUM dad-11686 547 60 8 8 NUM dad-11686 547 61 55 55 NUM dad-11686 547 62 30 30 NUM dad-11686 547 63 11 11 NUM dad-11686 547 64 2.7 2.7 NUM dad-11686 547 65 36.3 36.3 NUM dad-11686 547 66 65.3 65.3 NUM dad-11686 547 67 86.3 86.3 NUM dad-11686 547 68 7 7 NUM dad-11686 547 69 51 51 NUM dad-11686 547 70 43 43 NUM dad-11686 547 71 13 13 NUM dad-11686 547 72 3.3 3.3 NUM dad-11686 547 73 49.7 49.7 NUM dad-11686 547 74 65.5 65.5 NUM dad-11686 547 75 79.7 79.7 NUM dad-11686 547 76 18 18 NUM dad-11686 547 77 12 12 NUM dad-11686 547 78 25 25 NUM dad-11686 547 79 7 7 NUM dad-11686 547 80 3.6 3.6 NUM dad-11686 547 81 69.6 69.6 NUM dad-11686 547 82 69.5 69.5 NUM dad-11686 547 83 75.0 75.0 NUM dad-11686 547 84 the the DET dad-11686 547 85 distribution distribution NOUN dad-11686 547 86 of of ADP dad-11686 547 87 the the DET dad-11686 547 88 cliff cliff NOUN dad-11686 547 89 ’s ’s PART dad-11686 547 90 delta delta NOUN dad-11686 547 91 , , PUNCT dad-11686 547 92 that that PRON dad-11686 547 93 quantifies quantify VERB dad-11686 547 94 how how SCONJ dad-11686 547 95 different different ADJ dad-11686 547 96 “ " PUNCT dad-11686 547 97 oh oh INTJ dad-11686 547 98 ” " PUNCT dad-11686 547 99 times time NOUN dad-11686 547 100 are be AUX dad-11686 547 101 from from ADP dad-11686 547 102 ( ( PUNCT dad-11686 547 103 mis)match mis)match PROPN dad-11686 547 104 times time NOUN dad-11686 547 105 , , PUNCT dad-11686 547 106 is be AUX dad-11686 547 107 not not PART dad-11686 547 108 statistically statistically ADV dad-11686 547 109 significantly significantly ADV dad-11686 547 110 different different ADJ dad-11686 547 111 for for ADP dad-11686 547 112 teams team NOUN dad-11686 547 113 with with ADP dad-11686 547 114 positive positive ADJ dad-11686 547 115 learning learning NOUN dad-11686 547 116 outcomes outcome NOUN dad-11686 547 117 ( ( PUNCT dad-11686 547 118 teams team NOUN dad-11686 547 119 7 7 NUM dad-11686 547 120 , , PUNCT dad-11686 547 121 9 9 NUM dad-11686 547 122 , , PUNCT dad-11686 547 123 10 10 NUM dad-11686 547 124 , , PUNCT dad-11686 547 125 11 11 NUM dad-11686 547 126 , , PUNCT dad-11686 547 127 17 17 NUM dad-11686 547 128 ) ) PUNCT dad-11686 547 129 vs. vs. ADP dad-11686 547 130 others other NOUN dad-11686 547 131 ( ( PUNCT dad-11686 547 132 teams team NOUN dad-11686 547 133 8 8 NUM dad-11686 547 134 , , PUNCT dad-11686 547 135 18 18 NUM dad-11686 547 136 , , PUNCT dad-11686 547 137 20 20 NUM dad-11686 547 138 , , PUNCT dad-11686 547 139 28 28 NUM dad-11686 547 140 , , PUNCT dad-11686 547 141 47 47 NUM dad-11686 547 142 ) ) PUNCT dad-11686 547 143 by by ADP dad-11686 547 144 kruskal kruskal PROPN dad-11686 547 145 - - PUNCT dad-11686 547 146 wallis wallis PROPN dad-11686 547 147 h h PROPN dad-11686 547 148 test test NOUN dad-11686 547 149 ( ( PUNCT dad-11686 547 150 h h NOUN dad-11686 547 151 = = NOUN dad-11686 547 152 0.27 0.27 NUM dad-11686 547 153 , , PUNCT dad-11686 547 154 p p X dad-11686 547 155 = = NOUN dad-11686 547 156 .60 .60 NUM dad-11686 547 157 ) ) PUNCT dad-11686 547 158 . . PUNCT dad-11686 548 1 further further ADJ dad-11686 548 2 discussion discussion NOUN dad-11686 548 3 we we PRON dad-11686 548 4 see see VERB dad-11686 548 5 from from ADP dad-11686 548 6 table table NOUN dad-11686 548 7 6 6 NUM dad-11686 548 8 there there PRON dad-11686 548 9 is be VERB dad-11686 548 10 a a DET dad-11686 548 11 delicate delicate ADJ dad-11686 548 12 balance balance NOUN dad-11686 548 13 between between ADP dad-11686 548 14 performance performance NOUN dad-11686 548 15 and and CCONJ dad-11686 548 16 learning learning NOUN dad-11686 548 17 . . PUNCT dad-11686 549 1 see see VERB dad-11686 549 2 table table NOUN dad-11686 549 3 7 7 NUM dad-11686 549 4 and and CCONJ dad-11686 549 5 table table NOUN dad-11686 549 6 8 8 NUM dad-11686 549 7 for for ADP dad-11686 549 8 excerpts excerpt NOUN dad-11686 549 9 from from ADP dad-11686 549 10 teams team NOUN dad-11686 549 11 20 20 NUM dad-11686 549 12 ( ( PUNCT dad-11686 549 13 performed perform VERB dad-11686 549 14 well well ADV dad-11686 549 15 but but CCONJ dad-11686 549 16 learnt learn VERB dad-11686 549 17 nothing nothing PRON dad-11686 549 18 ) ) PUNCT dad-11686 549 19 and and CCONJ dad-11686 549 20 17 17 NUM dad-11686 549 21 ( ( PUNCT dad-11686 549 22 i.e. i.e. X dad-11686 549 23 performed perform VERB dad-11686 549 24 and and CCONJ dad-11686 549 25 learnt learn VERB dad-11686 549 26 well well ADV dad-11686 549 27 ) ) PUNCT dad-11686 549 28 , , PUNCT dad-11686 549 29 respectively respectively ADV dad-11686 549 30 . . PUNCT dad-11686 550 1 for for ADP dad-11686 550 2 both both DET dad-11686 550 3 teams team NOUN dad-11686 550 4 , , PUNCT dad-11686 550 5 we we PRON dad-11686 550 6 see see VERB dad-11686 550 7 the the DET dad-11686 550 8 first first ADJ dad-11686 550 9 occurrences occurrence NOUN dad-11686 550 10 of of ADP dad-11686 550 11 “ " PUNCT dad-11686 550 12 oh oh INTJ dad-11686 550 13 ” " PUNCT dad-11686 550 14 in in ADP dad-11686 550 15 the the DET dad-11686 550 16 tables table NOUN dad-11686 550 17 ( ( PUNCT dad-11686 550 18 corresponding correspond VERB dad-11686 550 19 to to ADP dad-11686 550 20 the the DET dad-11686 550 21 exploratory exploratory ADJ dad-11686 550 22 period period NOUN dad-11686 550 23 , , PUNCT dad-11686 550 24 from from ADP dad-11686 550 25 h1.1 h1.1 NOUN dad-11686 550 26 ) ) PUNCT dad-11686 550 27 and and CCONJ dad-11686 550 28 a a DET dad-11686 550 29 period period NOUN dad-11686 550 30 of of ADP dad-11686 550 31 nonmatched nonmatche VERB dad-11686 550 32 instructions instruction NOUN dad-11686 550 33 for for ADP dad-11686 550 34 both both DET dad-11686 550 35 teams team NOUN dad-11686 550 36 , , PUNCT dad-11686 550 37 as as SCONJ dad-11686 550 38 they they PRON dad-11686 550 39 individually individually ADV dad-11686 550 40 figure figure VERB dad-11686 550 41 out out ADP dad-11686 550 42 the the DET dad-11686 550 43 constraints constraint NOUN dad-11686 550 44 of of ADP dad-11686 550 45 the the DET dad-11686 550 46 task task NOUN dad-11686 550 47 and and CCONJ dad-11686 550 48 navigate navigate VERB dad-11686 550 49 the the DET dad-11686 550 50 situated situated ADJ dad-11686 550 51 environment environment NOUN dad-11686 550 52 . . PUNCT dad-11686 551 1 in in ADP dad-11686 551 2 team team NOUN dad-11686 551 3 20 20 NUM dad-11686 551 4 ( ( PUNCT dad-11686 551 5 utt utt NOUN dad-11686 551 6 . . PUNCT dad-11686 552 1 no no INTJ dad-11686 552 2 . . NOUN dad-11686 553 1 56 56 NUM dad-11686 553 2 − − NOUN dad-11686 553 3 61 61 NUM dad-11686 553 4 ) ) PUNCT dad-11686 553 5 , , PUNCT dad-11686 553 6 we we PRON dad-11686 553 7 see see VERB dad-11686 553 8 both both DET dad-11686 553 9 interlocutors interlocutor NOUN dad-11686 553 10 using use VERB dad-11686 553 11 “ " PUNCT dad-11686 553 12 oh oh INTJ dad-11686 553 13 ” " PUNCT dad-11686 553 14 traditionally traditionally ADV dad-11686 553 15 as as ADP dad-11686 553 16 an an DET dad-11686 553 17 information information NOUN dad-11686 553 18 management management NOUN dad-11686 553 19 marker marker NOUN dad-11686 553 20 ( ( PUNCT dad-11686 553 21 e.g. e.g. ADV dad-11686 553 22 “ " PUNCT dad-11686 553 23 oh oh INTJ dad-11686 553 24 i i PRON dad-11686 553 25 think think VERB dad-11686 553 26 we we PRON dad-11686 553 27 have have VERB dad-11686 553 28 to to PART dad-11686 553 29 connect connect VERB dad-11686 553 30 all all PRON dad-11686 553 31 of of ADP dad-11686 553 32 them they PRON dad-11686 553 33 ” " PUNCT dad-11686 553 34 ) ) PUNCT dad-11686 553 35 ; ; PUNCT dad-11686 553 36 but but CCONJ dad-11686 553 37 from from ADP dad-11686 553 38 the the DET dad-11686 553 39 mismatch mismatch NOUN dad-11686 553 40 / / SYM dad-11686 553 41 nonmatch nonmatch NOUN dad-11686 553 42 of of ADP dad-11686 553 43 instructions instruction NOUN dad-11686 553 44 - - PUNCT dad-11686 553 45 to to ADP dad-11686 553 46 - - PUNCT dad-11686 553 47 actions action NOUN dad-11686 553 48 , , PUNCT dad-11686 553 49 we we PRON dad-11686 553 50 see see VERB dad-11686 553 51 that that SCONJ dad-11686 553 52 this this DET dad-11686 553 53 information information NOUN dad-11686 553 54 state state NOUN dad-11686 553 55 of of ADP dad-11686 553 56 the the DET dad-11686 553 57 interlocutor interlocutor NOUN dad-11686 553 58 is be AUX dad-11686 553 59 not not PART dad-11686 553 60 transferred transfer VERB dad-11686 553 61 to to ADP dad-11686 553 62 the the DET dad-11686 553 63 collective collective ADJ dad-11686 553 64 information information NOUN dad-11686 553 65 state state NOUN dad-11686 553 66 of of ADP dad-11686 553 67 both both DET dad-11686 553 68 interlocutors interlocutor NOUN dad-11686 553 69 . . PUNCT dad-11686 554 1 essentially essentially ADV dad-11686 554 2 , , PUNCT dad-11686 554 3 the the DET dad-11686 554 4 interlocutors interlocutor NOUN dad-11686 554 5 are be AUX dad-11686 554 6 working work VERB dad-11686 554 7 in in ADP dad-11686 554 8 isolation isolation NOUN dad-11686 554 9 , , PUNCT dad-11686 554 10 individually individually ADV dad-11686 554 11 gaining gain VERB dad-11686 554 12 ( ( PUNCT dad-11686 554 13 perceived perceive VERB dad-11686 554 14 ) ) PUNCT dad-11686 554 15 information information NOUN dad-11686 554 16 about about ADP dad-11686 554 17 the the DET dad-11686 554 18 situated situated ADJ dad-11686 554 19 environment environment NOUN dad-11686 554 20 ( ( PUNCT dad-11686 554 21 measured measure VERB dad-11686 554 22 by by ADP dad-11686 554 23 use use NOUN dad-11686 554 24 of of ADP dad-11686 554 25 “ " PUNCT dad-11686 554 26 oh oh INTJ dad-11686 554 27 ” " PUNCT dad-11686 554 28 ) ) PUNCT dad-11686 554 29 , , PUNCT dad-11686 554 30 and and CCONJ dad-11686 554 31 then then ADV dad-11686 554 32 following follow VERB dad-11686 554 33 up up ADP dad-11686 554 34 with with ADP dad-11686 554 35 their their PRON dad-11686 554 36 own own ADJ dad-11686 554 37 intentions intention NOUN dad-11686 554 38 in in ADP dad-11686 554 39 isolation isolation NOUN dad-11686 554 40 ( ( PUNCT dad-11686 554 41 e.g. e.g. ADV dad-11686 554 42 mismatch mismatch NOUN dad-11686 554 43 and and CCONJ dad-11686 554 44 nonmatch nonmatch NOUN dad-11686 554 45 between between ADP dad-11686 554 46 utt utt NOUN dad-11686 554 47 . . PUNCT dad-11686 555 1 no no INTJ dad-11686 555 2 . . NOUN dad-11686 556 1 56 56 NUM dad-11686 556 2 and and CCONJ dad-11686 556 3 57 57 NUM dad-11686 556 4 ) ) PUNCT dad-11686 556 5 . . PUNCT dad-11686 557 1 to to PART dad-11686 557 2 contrast contrast VERB dad-11686 557 3 , , PUNCT dad-11686 557 4 we we PRON dad-11686 557 5 clearly clearly ADV dad-11686 557 6 see see VERB dad-11686 557 7 that that DET dad-11686 557 8 team team NOUN dad-11686 557 9 17 17 NUM dad-11686 557 10 ( ( PUNCT dad-11686 557 11 utt utt NOUN dad-11686 557 12 . . PUNCT dad-11686 558 1 no no INTJ dad-11686 558 2 . . NOUN dad-11686 559 1 61 61 NUM dad-11686 559 2 − − NOUN dad-11686 559 3 65 65 NUM dad-11686 559 4 ) ) PUNCT dad-11686 559 5 has have VERB dad-11686 559 6 this this DET dad-11686 559 7 transition transition NOUN dad-11686 559 8 of of ADP dad-11686 559 9 information information NOUN dad-11686 559 10 from from ADP dad-11686 559 11 the the DET dad-11686 559 12 interlocutor interlocutor NOUN dad-11686 559 13 to to ADP dad-11686 559 14 the the DET dad-11686 559 15 listener listener NOUN dad-11686 559 16 with with ADP dad-11686 559 17 their their PRON dad-11686 559 18 use use NOUN dad-11686 559 19 of of ADP dad-11686 559 20 “ " PUNCT dad-11686 559 21 oh oh INTJ dad-11686 559 22 ” " PUNCT dad-11686 559 23 , , PUNCT dad-11686 559 24 signalling signal VERB dad-11686 559 25 information information NOUN dad-11686 559 26 in in ADP dad-11686 559 27 a a DET dad-11686 559 28 shared share VERB dad-11686 559 29 focus focus NOUN dad-11686 559 30 of of ADP dad-11686 559 31 attention attention NOUN dad-11686 559 32 ( ( PUNCT dad-11686 559 33 with with ADP dad-11686 559 34 a a DET dad-11686 559 35 saying saying NOUN dad-11686 559 36 “ " PUNCT dad-11686 559 37 oh oh INTJ dad-11686 559 38 no no INTJ dad-11686 559 39 that that PRON dad-11686 559 40 costs cost VERB dad-11686 559 41 more more ADJ dad-11686 559 42 ” " PUNCT dad-11686 559 43 and and CCONJ dad-11686 559 44 b b NOUN dad-11686 559 45 responding respond VERB dad-11686 559 46 “ " PUNCT dad-11686 559 47 we we PRON dad-11686 559 48 should should AUX dad-11686 559 49 erase erase VERB dad-11686 559 50 it it PRON dad-11686 559 51 ” " PUNCT dad-11686 559 52 ) ) PUNCT dad-11686 559 53 . . PUNCT dad-11686 560 1 we we PRON dad-11686 560 2 see see VERB dad-11686 560 3 similar similar ADJ dad-11686 560 4 patterns pattern NOUN dad-11686 560 5 of of ADP dad-11686 560 6 behaviour behaviour NOUN dad-11686 560 7 towards towards ADP dad-11686 560 8 the the DET dad-11686 560 9 end end NOUN dad-11686 560 10 of of ADP dad-11686 560 11 the the DET dad-11686 560 12 dialogue dialogue NOUN dad-11686 560 13 ( ( PUNCT dad-11686 560 14 by by ADP dad-11686 560 15 this this DET dad-11686 560 16 point point NOUN dad-11686 560 17 , , PUNCT dad-11686 560 18 interlocutors interlocutor NOUN dad-11686 560 19 have have AUX dad-11686 560 20 had have VERB dad-11686 560 21 opportunity opportunity NOUN dad-11686 560 22 to to PART dad-11686 560 23 build build VERB dad-11686 560 24 a a DET dad-11686 560 25 collaboration collaboration NOUN dad-11686 560 26 with with ADP dad-11686 560 27 each each DET dad-11686 560 28 other other ADJ dad-11686 560 29 ) ) PUNCT dad-11686 560 30 . . PUNCT dad-11686 561 1 the the DET dad-11686 561 2 intuition intuition NOUN dad-11686 561 3 behind behind ADP dad-11686 561 4 h2.2 h2.2 PROPN dad-11686 561 5 seems seem VERB dad-11686 561 6 reasonable reasonable ADJ dad-11686 561 7 here here ADV dad-11686 561 8 ; ; PUNCT dad-11686 561 9 team team NOUN dad-11686 561 10 20 20 NUM dad-11686 561 11 for for ADP dad-11686 561 12 example example NOUN dad-11686 561 13 , , PUNCT dad-11686 561 14 had have VERB dad-11686 561 15 65 65 NUM dad-11686 561 16 occurrences occurrence NOUN dad-11686 561 17 of of ADP dad-11686 561 18 the the DET dad-11686 561 19 information information NOUN dad-11686 561 20 marker marker NOUN dad-11686 561 21 “ " PUNCT dad-11686 561 22 oh oh INTJ dad-11686 561 23 ” " PUNCT dad-11686 561 24 , , PUNCT dad-11686 561 25 but but CCONJ dad-11686 561 26 they they PRON dad-11686 561 27 significantly significantly ADV dad-11686 561 28 differ differ VERB dad-11686 561 29 from from ADP dad-11686 561 30 the the DET dad-11686 561 31 30 30 NUM dad-11686 561 32 times time NOUN dad-11686 561 33 the the DET dad-11686 561 34 instructions instruction NOUN dad-11686 561 35 given give VERB dad-11686 561 36 by by ADP dad-11686 561 37 the the DET dad-11686 561 38 ig ig PROPN dad-11686 561 39 was be AUX dad-11686 561 40 ( ( PUNCT dad-11686 561 41 mis)matched mis)matche VERB dad-11686 561 42 by by ADP dad-11686 561 43 the the DET dad-11686 561 44 if if PROPN dad-11686 561 45 . . PUNCT dad-11686 562 1 interestingly interestingly ADV dad-11686 562 2 , , PUNCT dad-11686 562 3 we we PRON dad-11686 562 4 observe observe VERB dad-11686 562 5 in in ADP dad-11686 562 6 the the DET dad-11686 562 7 last last ADJ dad-11686 562 8 period period NOUN dad-11686 562 9 for for ADP dad-11686 562 10 team team NOUN dad-11686 562 11 20 20 NUM dad-11686 562 12 a a DET dad-11686 562 13 lack lack NOUN dad-11686 562 14 of of ADP dad-11686 562 15 inferred infer VERB dad-11686 562 16 instructions instruction NOUN dad-11686 562 17 . . PUNCT dad-11686 563 1 inferred infer VERB dad-11686 563 2 instructions instruction NOUN dad-11686 563 3 are be AUX dad-11686 563 4 a a DET dad-11686 563 5 precursor precursor NOUN dad-11686 563 6 to to ADP dad-11686 563 7 an an DET dad-11686 563 8 action action NOUN dad-11686 563 9 being be AUX dad-11686 563 10 ( ( PUNCT dad-11686 563 11 mis)matched mis)matched ADJ dad-11686 563 12 or or CCONJ dad-11686 563 13 nonmatched nonmatche VERB dad-11686 563 14 . . PUNCT dad-11686 564 1 indeed indeed ADV dad-11686 564 2 , , PUNCT dad-11686 564 3 there there PRON dad-11686 564 4 is be VERB dad-11686 564 5 also also ADV dad-11686 564 6 a a DET dad-11686 564 7 lack lack NOUN dad-11686 564 8 of of ADP dad-11686 564 9 nonmatched nonmatched ADJ dad-11686 564 10 actions action NOUN dad-11686 564 11 . . PUNCT dad-11686 565 1 here here ADV dad-11686 565 2 , , PUNCT dad-11686 565 3 they they PRON dad-11686 565 4 do do AUX dad-11686 565 5 not not PART dad-11686 565 6 verbalise verbalise VERB dad-11686 565 7 29 29 NUM dad-11686 565 8 utku utku ADJ dad-11686 565 9 norman∗ norman∗ NOUN dad-11686 565 10 , , PUNCT dad-11686 565 11 tanvi tanvi NOUN dad-11686 565 12 dinkar∗ dinkar∗ NOUN dad-11686 565 13 , , PUNCT dad-11686 565 14 barbara barbara PROPN dad-11686 565 15 bruno bruno PROPN dad-11686 565 16 , , PUNCT dad-11686 565 17 and and CCONJ dad-11686 565 18 chloé chloé VERB dad-11686 565 19 clavel clavel NOUN dad-11686 565 20 table table NOUN dad-11686 565 21 6 6 NUM dad-11686 565 22 : : PUNCT dad-11686 565 23 the the DET dad-11686 565 24 results result NOUN dad-11686 565 25 for for ADP dad-11686 565 26 mann mann PROPN dad-11686 565 27 - - PUNCT dad-11686 565 28 whitney whitney PROPN dad-11686 565 29 u u NOUN dad-11686 565 30 tests test NOUN dad-11686 565 31 that that PRON dad-11686 565 32 compare compare VERB dad-11686 565 33 the the DET dad-11686 565 34 distribution distribution NOUN dad-11686 565 35 of of ADP dad-11686 565 36 information information NOUN dad-11686 565 37 marker marker NOUN dad-11686 565 38 ( ( PUNCT dad-11686 565 39 i.e. i.e. X dad-11686 565 40 “ " PUNCT dad-11686 565 41 oh oh INTJ dad-11686 565 42 ” " PUNCT dad-11686 565 43 ) ) PUNCT dad-11686 565 44 times time NOUN dad-11686 565 45 , , PUNCT dad-11686 565 46 with with ADP dad-11686 565 47 ( ( PUNCT dad-11686 565 48 mis)match mis)match PROPN dad-11686 565 49 times time NOUN dad-11686 565 50 for for ADP dad-11686 565 51 h1 h1 PROPN dad-11686 565 52 . . PUNCT dad-11686 566 1 the the DET dad-11686 566 2 effect effect NOUN dad-11686 566 3 size size NOUN dad-11686 566 4 is be AUX dad-11686 566 5 estimated estimate VERB dad-11686 566 6 by by ADP dad-11686 566 7 cliff cliff PROPN dad-11686 566 8 ’s ’s PART dad-11686 566 9 delta delta NOUN dad-11686 566 10 ( ( PUNCT dad-11686 566 11 δ δ PROPN dad-11686 566 12 ) ) PUNCT dad-11686 566 13 . . PUNCT dad-11686 567 1 teams team NOUN dad-11686 567 2 are be AUX dad-11686 567 3 sorted sort VERB dad-11686 567 4 by by ADP dad-11686 567 5 decreasing decrease VERB dad-11686 567 6 task task NOUN dad-11686 567 7 performance performance NOUN dad-11686 567 8 i.e. i.e. X dad-11686 567 9 increasing increase VERB dad-11686 567 10 error error NOUN dad-11686 567 11 . . PUNCT dad-11686 568 1 the the DET dad-11686 568 2 horizontal horizontal ADJ dad-11686 568 3 line line NOUN dad-11686 568 4 separates separate VERB dad-11686 568 5 well well ADV dad-11686 568 6 - - PUNCT dad-11686 568 7 performing perform VERB dad-11686 568 8 teams team NOUN dad-11686 568 9 ( ( PUNCT dad-11686 568 10 that that PRON dad-11686 568 11 found find VERB dad-11686 568 12 a a DET dad-11686 568 13 correct correct ADJ dad-11686 568 14 solution solution NOUN dad-11686 568 15 ) ) PUNCT dad-11686 568 16 from from ADP dad-11686 568 17 badlyperforming badlyperforme VERB dad-11686 568 18 teams team NOUN dad-11686 568 19 . . PUNCT dad-11686 569 1 u u NOUN dad-11686 569 2 is be AUX dad-11686 569 3 the the DET dad-11686 569 4 u u NOUN dad-11686 569 5 statistic statistic NOUN dad-11686 569 6 , , PUNCT dad-11686 569 7 and and CCONJ dad-11686 569 8 p p NOUN dad-11686 569 9 is be AUX dad-11686 569 10 the the DET dad-11686 569 11 ‘ ' PUNCT dad-11686 569 12 two two NUM dad-11686 569 13 - - PUNCT dad-11686 569 14 sided sided ADJ dad-11686 569 15 ’ ' PUNCT dad-11686 569 16 p p NOUN dad-11686 569 17 - - PUNCT dad-11686 569 18 value value NOUN dad-11686 569 19 of of ADP dad-11686 569 20 a a DET dad-11686 569 21 mann mann PROPN dad-11686 569 22 - - PUNCT dad-11686 569 23 whitney whitney PROPN dad-11686 569 24 u u PROPN dad-11686 569 25 test test NOUN dad-11686 569 26 ( ( PUNCT dad-11686 569 27 without without ADP dad-11686 569 28 continuity continuity NOUN dad-11686 569 29 correction correction NOUN dad-11686 569 30 as as SCONJ dad-11686 569 31 there there PRON dad-11686 569 32 can can AUX dad-11686 569 33 be be AUX dad-11686 569 34 no no DET dad-11686 569 35 ties tie NOUN dad-11686 569 36 , , PUNCT dad-11686 569 37 via via ADP dad-11686 569 38 our our PRON dad-11686 569 39 unique unique ADJ dad-11686 569 40 token token VERB dad-11686 569 41 number number NOUN dad-11686 569 42 assignment assignment NOUN dad-11686 569 43 ) ) PUNCT dad-11686 569 44 . . PUNCT dad-11686 570 1 ( ( PUNCT dad-11686 570 2 mis)match mis)match PROPN dad-11686 570 3 team team NOUN dad-11686 570 4 u u NOUN dad-11686 570 5 p p PROPN dad-11686 570 6 δ δ PROPN dad-11686 570 7 28 28 NUM dad-11686 570 8 344.0 344.0 NUM dad-11686 570 9 .51 .51 NUM dad-11686 570 10 -0.10 -0.10 NUM dad-11686 570 11 17 17 NUM dad-11686 570 12 318.0 318.0 NUM dad-11686 570 13 .83 .83 NUM dad-11686 570 14 -0.04 -0.04 NUM dad-11686 570 15 20 20 NUM dad-11686 570 16 715.0 715.0 NUM dad-11686 570 17 < < SYM dad-11686 570 18 .05 .05 NUM dad-11686 570 19 -0.27 -0.27 NUM dad-11686 570 20 11 11 NUM dad-11686 570 21 427.0 427.0 NUM dad-11686 570 22 .58 .58 NUM dad-11686 570 23 0.09 0.09 NUM dad-11686 570 24 9 9 NUM dad-11686 570 25 429.0 429.0 NUM dad-11686 570 26 .16 .16 NUM dad-11686 570 27 -0.20 -0.20 NUM dad-11686 570 28 47 47 NUM dad-11686 570 29 488.0 488.0 NUM dad-11686 570 30 < < X dad-11686 570 31 .05 .05 NUM dad-11686 570 32 -0.31 -0.31 NUM dad-11686 570 33 10 10 NUM dad-11686 570 34 264.0 264.0 NUM dad-11686 570 35 < < SYM dad-11686 570 36 .05 .05 NUM dad-11686 570 37 -0.42 -0.42 NUM dad-11686 570 38 8 8 NUM dad-11686 570 39 522.0 522.0 NUM dad-11686 570 40 < < SYM dad-11686 570 41 .05 .05 NUM dad-11686 570 42 -0.54 -0.54 NUM dad-11686 570 43 7 7 NUM dad-11686 570 44 841.0 841.0 NUM dad-11686 570 45 < < X dad-11686 570 46 .05 .05 NUM dad-11686 570 47 -0.41 -0.41 NUM dad-11686 570 48 18 18 NUM dad-11686 570 49 157.0 157.0 NUM dad-11686 570 50 .36 .36 NUM dad-11686 570 51 -0.18 -0.18 NUM dad-11686 570 52 their their PRON dad-11686 570 53 own own ADJ dad-11686 570 54 intentions intention NOUN dad-11686 570 55 , , PUNCT dad-11686 570 56 visible visible ADJ dad-11686 570 57 from from ADP dad-11686 570 58 the the DET dad-11686 570 59 lack lack NOUN dad-11686 570 60 of of ADP dad-11686 570 61 inferred infer VERB dad-11686 570 62 instructions instruction NOUN dad-11686 570 63 and and CCONJ dad-11686 570 64 nonmatched nonmatched ADJ dad-11686 570 65 actions action NOUN dad-11686 570 66 . . PUNCT dad-11686 571 1 this this PRON dad-11686 571 2 indicates indicate VERB dad-11686 571 3 a a DET dad-11686 571 4 strong strong ADJ dad-11686 571 5 tendency tendency NOUN dad-11686 571 6 of of ADP dad-11686 571 7 working work VERB dad-11686 571 8 in in ADP dad-11686 571 9 isolation isolation NOUN dad-11686 571 10 despite despite SCONJ dad-11686 571 11 the the DET dad-11686 571 12 design design NOUN dad-11686 571 13 of of ADP dad-11686 571 14 the the DET dad-11686 571 15 task task NOUN dad-11686 571 16 . . PUNCT dad-11686 572 1 synopsis synopsis NOUN dad-11686 572 2 overall overall ADJ dad-11686 572 3 , , PUNCT dad-11686 572 4 regardless regardless ADV dad-11686 572 5 of of ADP dad-11686 572 6 a a DET dad-11686 572 7 team team NOUN dad-11686 572 8 ’s ’s PART dad-11686 572 9 task task NOUN dad-11686 572 10 success success NOUN dad-11686 572 11 , , PUNCT dad-11686 572 12 we we PRON dad-11686 572 13 see see VERB dad-11686 572 14 that that SCONJ dad-11686 572 15 “ " PUNCT dad-11686 572 16 oh oh INTJ dad-11686 572 17 ” " PUNCT dad-11686 572 18 does do AUX dad-11686 572 19 occur occur VERB dad-11686 572 20 earlier early ADV dad-11686 572 21 than than ADP dad-11686 572 22 ( ( PUNCT dad-11686 572 23 mis)matched mis)matched ADJ dad-11686 572 24 instructions instruction NOUN dad-11686 572 25 - - PUNCT dad-11686 572 26 to to ADP dad-11686 572 27 - - PUNCT dad-11686 572 28 actions action NOUN dad-11686 572 29 , , PUNCT dad-11686 572 30 as as SCONJ dad-11686 572 31 evidenced evidence VERB dad-11686 572 32 by by ADP dad-11686 572 33 the the DET dad-11686 572 34 negative negative ADJ dad-11686 572 35 effect effect NOUN dad-11686 572 36 sizes size NOUN dad-11686 572 37 of of ADP dad-11686 572 38 cliff cliff NOUN dad-11686 572 39 ’s ’s PART dad-11686 572 40 delta delta NOUN dad-11686 572 41 . . PUNCT dad-11686 573 1 specifically specifically ADV dad-11686 573 2 for for ADP dad-11686 573 3 performance performance NOUN dad-11686 573 4 , , PUNCT dad-11686 573 5 there there PRON dad-11686 573 6 is be VERB dad-11686 573 7 a a DET dad-11686 573 8 general general ADJ dad-11686 573 9 trend trend NOUN dad-11686 573 10 that that PRON dad-11686 573 11 for for ADP dad-11686 573 12 well well ADV dad-11686 573 13 - - PUNCT dad-11686 573 14 performing perform VERB dad-11686 573 15 teams team NOUN dad-11686 573 16 the the DET dad-11686 573 17 “ " PUNCT dad-11686 573 18 oh”s oh”s NOUN dad-11686 573 19 occur occur VERB dad-11686 573 20 more more ADV dad-11686 573 21 in in ADP dad-11686 573 22 the the DET dad-11686 573 23 vicinity vicinity NOUN dad-11686 573 24 of of ADP dad-11686 573 25 ( ( PUNCT dad-11686 573 26 mis)match mis)match PROPN dad-11686 573 27 times time NOUN dad-11686 573 28 with with ADP dad-11686 573 29 larger large ADJ dad-11686 573 30 overlap overlap NOUN dad-11686 573 31 between between ADP dad-11686 573 32 the the DET dad-11686 573 33 two two NUM dad-11686 573 34 groups group NOUN dad-11686 573 35 , , PUNCT dad-11686 573 36 and and CCONJ dad-11686 573 37 the the DET dad-11686 573 38 badly badly ADV dad-11686 573 39 - - PUNCT dad-11686 573 40 performing perform VERB dad-11686 573 41 teams team NOUN dad-11686 573 42 have have VERB dad-11686 573 43 comparably comparably ADV dad-11686 573 44 less less ADJ dad-11686 573 45 overlap overlap NOUN dad-11686 573 46 . . PUNCT dad-11686 574 1 this this DET dad-11686 574 2 result result VERB dad-11686 574 3 weakly weakly ADJ dad-11686 574 4 supports support VERB dad-11686 574 5 h2.2 h2.2 NOUN dad-11686 574 6 . . PUNCT dad-11686 575 1 while while SCONJ dad-11686 575 2 we we PRON dad-11686 575 3 can can AUX dad-11686 575 4 not not PART dad-11686 575 5 conclude conclude VERB dad-11686 575 6 on on ADP dad-11686 575 7 the the DET dad-11686 575 8 results result NOUN dad-11686 575 9 for for ADP dad-11686 575 10 learning learn VERB dad-11686 575 11 , , PUNCT dad-11686 575 12 using use VERB dad-11686 575 13 our our PRON dad-11686 575 14 automatically automatically ADV dad-11686 575 15 annotated annotate VERB dad-11686 575 16 instructions instruction NOUN dad-11686 575 17 - - PUNCT dad-11686 575 18 toactions toaction NOUN dad-11686 575 19 and and CCONJ dad-11686 575 20 occurrences occurrence NOUN dad-11686 575 21 of of ADP dad-11686 575 22 “ " PUNCT dad-11686 575 23 oh oh INTJ dad-11686 575 24 ” " PUNCT dad-11686 575 25 , , PUNCT dad-11686 575 26 we we PRON dad-11686 575 27 still still ADV dad-11686 575 28 gain gain VERB dad-11686 575 29 some some DET dad-11686 575 30 insight insight NOUN dad-11686 575 31 into into ADP dad-11686 575 32 the the DET dad-11686 575 33 way way NOUN dad-11686 575 34 the the DET dad-11686 575 35 teams team NOUN dad-11686 575 36 collaborate collaborate VERB dad-11686 575 37 . . PUNCT dad-11686 576 1 future future ADJ dad-11686 576 2 work work NOUN dad-11686 576 3 could could AUX dad-11686 576 4 expand expand VERB dad-11686 576 5 more more ADJ dad-11686 576 6 on on ADP dad-11686 576 7 the the DET dad-11686 576 8 inferred infer VERB dad-11686 576 9 instructions instruction NOUN dad-11686 576 10 and and CCONJ dad-11686 576 11 nonmatches nonmatche NOUN dad-11686 576 12 and and CCONJ dad-11686 576 13 their their PRON dad-11686 576 14 implications implication NOUN dad-11686 576 15 of of ADP dad-11686 576 16 collaboration collaboration NOUN dad-11686 576 17 , , PUNCT dad-11686 576 18 rather rather ADV dad-11686 576 19 than than ADP dad-11686 576 20 only only ADV dad-11686 576 21 focusing focus VERB dad-11686 576 22 on on ADP dad-11686 576 23 ( ( PUNCT dad-11686 576 24 mis)matched mis)matched ADJ dad-11686 576 25 actions action NOUN dad-11686 576 26 . . PUNCT dad-11686 577 1 7 7 X dad-11686 577 2 . . X dad-11686 577 3 conclusion conclusion NOUN dad-11686 577 4 in in ADP dad-11686 577 5 this this DET dad-11686 577 6 article article NOUN dad-11686 577 7 , , PUNCT dad-11686 577 8 we we PRON dad-11686 577 9 are be AUX dad-11686 577 10 interested interested ADJ dad-11686 577 11 in in ADP dad-11686 577 12 how how SCONJ dad-11686 577 13 children child NOUN dad-11686 577 14 collaborate collaborate VERB dad-11686 577 15 as as SCONJ dad-11686 577 16 they they PRON dad-11686 577 17 solve solve VERB dad-11686 577 18 a a DET dad-11686 577 19 problem problem NOUN dad-11686 577 20 together together ADV dad-11686 577 21 , , PUNCT dad-11686 577 22 in in ADP dad-11686 577 23 which which PRON dad-11686 577 24 what what PRON dad-11686 577 25 they they PRON dad-11686 577 26 say say VERB dad-11686 577 27 and and CCONJ dad-11686 577 28 do do VERB dad-11686 577 29 is be AUX dad-11686 577 30 strongly strongly ADV dad-11686 577 31 tied tie VERB dad-11686 577 32 to to ADP dad-11686 577 33 how how SCONJ dad-11686 577 34 they they PRON dad-11686 577 35 perform perform VERB dad-11686 577 36 , , PUNCT dad-11686 577 37 and and CCONJ dad-11686 577 38 subsequently subsequently ADV dad-11686 577 39 what what PRON dad-11686 577 40 they they PRON dad-11686 577 41 will will AUX dad-11686 577 42 ultimately ultimately ADV dad-11686 577 43 learn learn VERB dad-11686 577 44 from from ADP dad-11686 577 45 the the DET dad-11686 577 46 situated situated ADJ dad-11686 577 47 activity activity NOUN dad-11686 577 48 . . PUNCT dad-11686 578 1 to to PART dad-11686 578 2 investigate investigate VERB dad-11686 578 3 this this DET dad-11686 578 4 relationship relationship NOUN dad-11686 578 5 , , PUNCT dad-11686 578 6 we we PRON dad-11686 578 7 consider consider VERB dad-11686 578 8 the the DET dad-11686 578 9 corpus corpus NOUN dad-11686 578 10 of of ADP dad-11686 578 11 data datum NOUN dad-11686 578 12 ( ( PUNCT dad-11686 578 13 dialogue dialogue NOUN dad-11686 578 14 transcripts transcript NOUN dad-11686 578 15 from from ADP dad-11686 578 16 audio audio ADJ dad-11686 578 17 files file NOUN dad-11686 578 18 and and CCONJ dad-11686 578 19 action action NOUN dad-11686 578 20 logs log NOUN dad-11686 578 21 ) ) PUNCT dad-11686 578 22 generated generate VERB dad-11686 578 23 by by ADP dad-11686 578 24 teams team NOUN dad-11686 578 25 of of ADP dad-11686 578 26 two two NUM dad-11686 578 27 children child NOUN dad-11686 578 28 engaged engage VERB dad-11686 578 29 in in ADP dad-11686 578 30 a a DET dad-11686 578 31 collaborative collaborative ADJ dad-11686 578 32 learning learning NOUN dad-11686 578 33 activity activity NOUN dad-11686 578 34 , , PUNCT dad-11686 578 35 which which PRON dad-11686 578 36 aims aim VERB dad-11686 578 37 at at ADP dad-11686 578 38 providing provide VERB dad-11686 578 39 an an DET dad-11686 578 40 intuitive intuitive ADJ dad-11686 578 41 understanding understanding NOUN dad-11686 578 42 of of ADP dad-11686 578 43 graphs graph NOUN dad-11686 578 44 and and CCONJ dad-11686 578 45 spanning span VERB dad-11686 578 46 trees tree NOUN dad-11686 578 47 . . PUNCT dad-11686 579 1 collaborative collaborative ADJ dad-11686 579 2 learning learning NOUN dad-11686 579 3 activities activity NOUN dad-11686 579 4 are be AUX dad-11686 579 5 a a DET dad-11686 579 6 particularly particularly ADV dad-11686 579 7 interesting interesting ADJ dad-11686 579 8 type type NOUN dad-11686 579 9 of of ADP dad-11686 579 10 collaborative collaborative ADJ dad-11686 579 11 task task NOUN dad-11686 579 12 , , PUNCT dad-11686 579 13 due due ADP dad-11686 579 14 to to ADP dad-11686 579 15 their their PRON dad-11686 579 16 “ " PUNCT dad-11686 579 17 multi multi ADJ dad-11686 579 18 - - ADJ dad-11686 579 19 layered layered ADJ dad-11686 579 20 goals goal NOUN dad-11686 579 21 ” " PUNCT dad-11686 579 22 , , PUNCT dad-11686 579 23 typically typically ADV dad-11686 579 24 including include VERB dad-11686 579 25 immediate immediate ADJ dad-11686 579 26 , , PUNCT dad-11686 579 27 performance performance NOUN dad-11686 579 28 30 30 NUM dad-11686 579 29 studying study VERB dad-11686 579 30 alignment alignment NOUN dad-11686 579 31 in in ADP dad-11686 579 32 a a DET dad-11686 579 33 collaborative collaborative ADJ dad-11686 579 34 learning learning NOUN dad-11686 579 35 activity activity NOUN dad-11686 579 36 via via ADP dad-11686 579 37 automatic automatic ADJ dad-11686 579 38 methods method NOUN dad-11686 579 39 table table VERB dad-11686 579 40 7 7 NUM dad-11686 579 41 : : PUNCT dad-11686 579 42 excerpts excerpt NOUN dad-11686 579 43 that that PRON dad-11686 579 44 contain contain VERB dad-11686 579 45 information information NOUN dad-11686 579 46 management management NOUN dad-11686 579 47 marker marker NOUN dad-11686 579 48 “ " PUNCT dad-11686 579 49 oh oh INTJ dad-11686 579 50 ” " PUNCT dad-11686 579 51 from from ADP dad-11686 579 52 team team NOUN dad-11686 579 53 20 20 NUM dad-11686 579 54 , , PUNCT dad-11686 579 55 who who PRON dad-11686 579 56 performed perform VERB dad-11686 579 57 well well ADV dad-11686 579 58 but but CCONJ dad-11686 579 59 did do AUX dad-11686 579 60 not not PART dad-11686 579 61 learn learn VERB dad-11686 579 62 . . PUNCT dad-11686 580 1 annotations annotation NOUN dad-11686 580 2 could could AUX dad-11686 580 3 have have VERB dad-11686 580 4 the the DET dad-11686 580 5 pending pende VERB dad-11686 580 6 instructions instruction NOUN dad-11686 580 7 , , PUNCT dad-11686 580 8 and and CCONJ dad-11686 580 9 ( ( PUNCT dad-11686 580 10 mis)matched mis)matched ADJ dad-11686 580 11 or or CCONJ dad-11686 580 12 nonmatched nonmatched ADJ dad-11686 580 13 actions action NOUN dad-11686 580 14 . . PUNCT dad-11686 581 1 for for ADP dad-11686 581 2 brevity brevity NOUN dad-11686 581 3 , , PUNCT dad-11686 581 4 nodes node NOUN dad-11686 581 5 can can AUX dad-11686 581 6 be be AUX dad-11686 581 7 inferred infer VERB dad-11686 581 8 from from ADP dad-11686 581 9 the the DET dad-11686 581 10 utterance utterance NOUN dad-11686 581 11 column column NOUN dad-11686 581 12 for for ADP dad-11686 581 13 ( ( PUNCT dad-11686 581 14 mis)matched mis)matched ADJ dad-11686 581 15 or or CCONJ dad-11686 581 16 nonmatched nonmatched ADJ dad-11686 581 17 actions action NOUN dad-11686 581 18 , , PUNCT dad-11686 581 19 unless unless SCONJ dad-11686 581 20 partial partial ADJ dad-11686 581 21 ( ( PUNCT dad-11686 581 22 mis)match mis)match PROPN dad-11686 581 23 . . PUNCT dad-11686 581 24 utt utt NOUN dad-11686 581 25 . . PUNCT dad-11686 582 1 verb verb NOUN dad-11686 582 2 utterance utterance NOUN dad-11686 582 3 annotations annotation NOUN dad-11686 582 4 . . PUNCT dad-11686 582 5 . . PUNCT dad-11686 582 6 . . PUNCT dad-11686 582 7 . . PUNCT dad-11686 582 8 . . PUNCT dad-11686 582 9 . . PUNCT dad-11686 582 10 . . PUNCT dad-11686 582 11 . . PUNCT dad-11686 582 12 . . PUNCT dad-11686 582 13 . . PUNCT dad-11686 582 14 . . PUNCT dad-11686 582 15 . . PUNCT dad-11686 582 16 . . PUNCT dad-11686 582 17 . . PUNCT dad-11686 583 1 . . PUNCT dad-11686 584 1 b b X dad-11686 584 2 10 10 NUM dad-11686 584 3 says say VERB dad-11686 584 4 i i PRON dad-11686 584 5 ’m ’m AUX dad-11686 584 6 just just ADV dad-11686 584 7 gon go VERB dad-11686 584 8 na to PART dad-11686 584 9 . . PUNCT dad-11686 584 10 . . PUNCT dad-11686 584 11 . . PUNCT dad-11686 585 1 a a PRON dad-11686 585 2 adds add VERB dad-11686 585 3 luzern luzern PROPN dad-11686 585 4 - - PUNCT dad-11686 585 5 zermatt zermatt NOUN dad-11686 585 6 nonmatcha(doa(add nonmatcha(doa(add ADP dad-11686 585 7 ) ) PUNCT dad-11686 585 8 ) ) PUNCT dad-11686 586 1 a a DET dad-11686 586 2 11 11 NUM dad-11686 586 3 says say VERB dad-11686 586 4 uh uh INTJ dad-11686 586 5 . . PUNCT dad-11686 586 6 . . PUNCT dad-11686 586 7 . . PUNCT dad-11686 587 1 a a DET dad-11686 587 2 12 12 NUM dad-11686 587 3 says say VERB dad-11686 587 4 uh uh INTJ dad-11686 587 5 . . PUNCT dad-11686 587 6 . . PUNCT dad-11686 587 7 . . PUNCT dad-11686 588 1 b b X dad-11686 588 2 13 13 NUM dad-11686 588 3 says say VERB dad-11686 588 4 oh oh INTJ dad-11686 588 5 there there ADV dad-11686 588 6 . . PUNCT dad-11686 589 1 a a DET dad-11686 589 2 14 14 NUM dad-11686 589 3 says say VERB dad-11686 589 4 oh oh INTJ dad-11686 589 5 two two NUM dad-11686 589 6 three three NUM dad-11686 589 7 . . PUNCT dad-11686 590 1 b b X dad-11686 590 2 15 15 NUM dad-11686 590 3 says say VERB dad-11686 590 4 oh oh INTJ dad-11686 590 5 that that PRON dad-11686 590 6 ’s ’ VERB dad-11686 590 7 what what PRON dad-11686 590 8 you you PRON dad-11686 590 9 ’ve ’ve AUX dad-11686 590 10 been be AUX dad-11686 590 11 doing do VERB dad-11686 590 12 this this PRON dad-11686 590 13 all all DET dad-11686 590 14 time time NOUN dad-11686 590 15 . . PUNCT dad-11686 590 16 . . PUNCT dad-11686 590 17 . . PUNCT dad-11686 590 18 . . PUNCT dad-11686 590 19 . . PUNCT dad-11686 590 20 . . PUNCT dad-11686 590 21 . . PUNCT dad-11686 590 22 . . PUNCT dad-11686 590 23 . . PUNCT dad-11686 590 24 . . PUNCT dad-11686 590 25 . . PUNCT dad-11686 590 26 . . PUNCT dad-11686 590 27 . . PUNCT dad-11686 590 28 . . PUNCT dad-11686 590 29 . . PUNCT dad-11686 590 30 . . PUNCT dad-11686 591 1 b b X dad-11686 591 2 56 56 NUM dad-11686 591 3 says say VERB dad-11686 591 4 oh oh INTJ dad-11686 591 5 i i PRON dad-11686 591 6 think think VERB dad-11686 591 7 we we PRON dad-11686 591 8 have have VERB dad-11686 591 9 to to PART dad-11686 591 10 connect connect VERB dad-11686 591 11 all all PRON dad-11686 591 12 of of ADP dad-11686 591 13 them they PRON dad-11686 591 14 . . PUNCT dad-11686 592 1 instructa(add(gallen instructa(add(gallen PRON dad-11686 592 2 , , PUNCT dad-11686 592 3 ? ? PUNCT dad-11686 592 4 ) ) PUNCT dad-11686 592 5 ) ) PUNCT dad-11686 593 1 b b NOUN dad-11686 593 2 adds add VERB dad-11686 593 3 luzern luzern ADJ dad-11686 593 4 - - PUNCT dad-11686 593 5 interlaken interlaken ADJ dad-11686 593 6 mismatchb mismatchb NOUN dad-11686 593 7 ( ( PUNCT dad-11686 593 8 instructa(add(gallen instructa(add(gallen ADJ dad-11686 593 9 , , PUNCT dad-11686 593 10 ? ? PUNCT dad-11686 593 11 ) ) PUNCT dad-11686 593 12 ) ) PUNCT dad-11686 593 13 ) ) PUNCT dad-11686 594 1 b b NOUN dad-11686 594 2 adds add VERB dad-11686 594 3 luzern luzern PROPN dad-11686 594 4 - - PUNCT dad-11686 594 5 zurich zurich PROPN dad-11686 594 6 nonmatchb(dob(add nonmatchb(dob(add NUM dad-11686 594 7 ) ) PUNCT dad-11686 594 8 ) ) PUNCT dad-11686 595 1 a a DET dad-11686 595 2 57 57 NUM dad-11686 595 3 says say VERB dad-11686 595 4 oh oh INTJ dad-11686 595 5 . . PUNCT dad-11686 596 1 b b NOUN dad-11686 596 2 58 58 NUM dad-11686 596 3 says say VERB dad-11686 596 4 okay okay INTJ dad-11686 597 1 i i PRON dad-11686 597 2 did do VERB dad-11686 597 3 some some PRON dad-11686 597 4 a a DET dad-11686 597 5 59 59 NUM dad-11686 597 6 okay okay NOUN dad-11686 597 7 for for ADP dad-11686 597 8 me i PRON dad-11686 597 9 . . PUNCT dad-11686 598 1 a a PRON dad-11686 598 2 adds add VERB dad-11686 598 3 luzern luzern PROPN dad-11686 598 4 - - PUNCT dad-11686 598 5 davos davos PROPN dad-11686 598 6 nonmatcha(doa(add nonmatcha(doa(add NOUN dad-11686 598 7 ) ) PUNCT dad-11686 598 8 ) ) PUNCT dad-11686 599 1 a a DET dad-11686 599 2 60 60 NUM dad-11686 599 3 says say VERB dad-11686 599 4 oh oh INTJ dad-11686 599 5 no no INTJ dad-11686 599 6 . . PUNCT dad-11686 600 1 b b NOUN dad-11686 600 2 61 61 NUM dad-11686 600 3 says say VERB dad-11686 600 4 i i PRON dad-11686 600 5 think think VERB dad-11686 600 6 we we PRON dad-11686 600 7 are be AUX dad-11686 600 8 doing do VERB dad-11686 600 9 terrible terrible ADJ dad-11686 600 10 . . PUNCT dad-11686 600 11 . . PUNCT dad-11686 600 12 . . PUNCT dad-11686 600 13 . . PUNCT dad-11686 600 14 . . PUNCT dad-11686 600 15 . . PUNCT dad-11686 600 16 . . PUNCT dad-11686 600 17 . . PUNCT dad-11686 600 18 . . PUNCT dad-11686 600 19 . . PUNCT dad-11686 600 20 . . PUNCT dad-11686 600 21 . . PUNCT dad-11686 600 22 . . PUNCT dad-11686 600 23 . . PUNCT dad-11686 600 24 . . PUNCT dad-11686 600 25 . . PUNCT dad-11686 601 1 a a DET dad-11686 601 2 450 450 NUM dad-11686 601 3 says say VERB dad-11686 601 4 oh oh INTJ dad-11686 601 5 . . PUNCT dad-11686 602 1 b b NOUN dad-11686 602 2 451 451 NUM dad-11686 602 3 says say VERB dad-11686 602 4 3 3 NUM dad-11686 602 5 . . X dad-11686 602 6 b b ADP dad-11686 602 7 452 452 NUM dad-11686 602 8 what what PRON dad-11686 602 9 ? ? PUNCT dad-11686 603 1 a a DET dad-11686 603 2 453 453 NUM dad-11686 603 3 says say VERB dad-11686 603 4 let let VERB dad-11686 603 5 me i PRON dad-11686 603 6 . . PUNCT dad-11686 603 7 . . PUNCT dad-11686 603 8 . . PUNCT dad-11686 604 1 a a PRON dad-11686 604 2 removes remove VERB dad-11686 604 3 luzern luzern ADJ dad-11686 604 4 - - PUNCT dad-11686 604 5 zermatt zermatt NOUN dad-11686 604 6 nonmatcha(doa(remove nonmatcha(doa(remove NOUN dad-11686 604 7 ) ) PUNCT dad-11686 604 8 ) ) PUNCT dad-11686 605 1 a a DET dad-11686 605 2 454 454 NUM dad-11686 605 3 says say VERB dad-11686 605 4 there there PRON dad-11686 605 5 you you PRON dad-11686 605 6 go go VERB dad-11686 605 7 . . PUNCT dad-11686 606 1 a a DET dad-11686 606 2 455 455 NUM dad-11686 606 3 what what PRON dad-11686 606 4 no no INTJ dad-11686 606 5 . . PUNCT dad-11686 607 1 b b NOUN dad-11686 607 2 456 456 NUM dad-11686 607 3 says say VERB dad-11686 607 4 you you PRON dad-11686 607 5 are be AUX dad-11686 607 6 erasing erase VERB dad-11686 607 7 my my PRON dad-11686 607 8 mistake mistake NOUN dad-11686 607 9 . . PUNCT dad-11686 608 1 b b X dad-11686 608 2 457 457 NUM dad-11686 609 1 how how SCONJ dad-11686 609 2 dare dare VERB dad-11686 609 3 you you PRON dad-11686 609 4 . . PUNCT dad-11686 610 1 a a DET dad-11686 610 2 458 458 NUM dad-11686 610 3 says say VERB dad-11686 610 4 i i PRON dad-11686 610 5 know know VERB dad-11686 610 6 . . PUNCT dad-11686 611 1 459 459 NUM dad-11686 611 2 wait wait VERB dad-11686 611 3 , , PUNCT dad-11686 611 4 what what PRON dad-11686 611 5 ? ? PUNCT dad-11686 612 1 460 460 NUM dad-11686 612 2 can can AUX dad-11686 612 3 i i PRON dad-11686 612 4 get get VERB dad-11686 612 5 pencil pencil NOUN dad-11686 612 6 again again ADV dad-11686 612 7 ? ? PUNCT dad-11686 613 1 461 461 NUM dad-11686 614 1 oh oh INTJ dad-11686 614 2 oh oh INTJ dad-11686 614 3 . . PUNCT dad-11686 615 1 462 462 NUM dad-11686 616 1 oh oh INTJ dad-11686 616 2 . . PUNCT dad-11686 617 1 463 463 NUM dad-11686 617 2 okay okay ADJ dad-11686 617 3 . . PUNCT dad-11686 618 1 b b NOUN dad-11686 618 2 464 464 NUM dad-11686 618 3 says say VERB dad-11686 618 4 we we PRON dad-11686 618 5 messed mess VERB dad-11686 618 6 up up ADP dad-11686 618 7 again again ADV dad-11686 618 8 did do VERB dad-11686 618 9 n’t not PART dad-11686 618 10 we we PRON dad-11686 618 11 ? ? PUNCT dad-11686 618 12 . . PUNCT dad-11686 618 13 . . PUNCT dad-11686 618 14 . . PUNCT dad-11686 618 15 . . PUNCT dad-11686 618 16 . . PUNCT dad-11686 618 17 . . PUNCT dad-11686 618 18 . . PUNCT dad-11686 618 19 . . PUNCT dad-11686 618 20 . . PUNCT dad-11686 618 21 . . PUNCT dad-11686 618 22 . . PUNCT dad-11686 618 23 . . PUNCT dad-11686 618 24 . . PUNCT dad-11686 618 25 . . PUNCT dad-11686 619 1 . . PUNCT dad-11686 620 1 31 31 NUM dad-11686 620 2 utku utku ADJ dad-11686 620 3 norman∗ norman∗ NOUN dad-11686 620 4 , , PUNCT dad-11686 620 5 tanvi tanvi NOUN dad-11686 620 6 dinkar∗ dinkar∗ NOUN dad-11686 620 7 , , PUNCT dad-11686 620 8 barbara barbara PROPN dad-11686 620 9 bruno bruno PROPN dad-11686 620 10 , , PUNCT dad-11686 620 11 and and CCONJ dad-11686 620 12 chloé chloé VERB dad-11686 620 13 clavel clavel ADJ dad-11686 620 14 table table NOUN dad-11686 620 15 8 8 NUM dad-11686 620 16 : : PUNCT dad-11686 620 17 excerpts excerpt NOUN dad-11686 620 18 that that PRON dad-11686 620 19 contain contain VERB dad-11686 620 20 information information NOUN dad-11686 620 21 management management NOUN dad-11686 620 22 marker marker NOUN dad-11686 620 23 “ " PUNCT dad-11686 620 24 oh oh INTJ dad-11686 620 25 ” " PUNCT dad-11686 620 26 from from ADP dad-11686 620 27 team team NOUN dad-11686 620 28 17 17 NUM dad-11686 620 29 , , PUNCT dad-11686 620 30 who who PRON dad-11686 620 31 had have VERB dad-11686 620 32 high high ADJ dad-11686 620 33 task task NOUN dad-11686 620 34 success success NOUN dad-11686 620 35 ( ( PUNCT dad-11686 620 36 i.e. i.e. X dad-11686 620 37 performed perform VERB dad-11686 620 38 and and CCONJ dad-11686 620 39 learnt learn VERB dad-11686 620 40 well well ADV dad-11686 620 41 ) ) PUNCT dad-11686 620 42 . . PUNCT dad-11686 621 1 utt utt PROPN dad-11686 621 2 . . PUNCT dad-11686 621 3 stands stand VERB dad-11686 621 4 for for ADP dad-11686 621 5 the the DET dad-11686 621 6 utterance utterance ADJ dad-11686 621 7 number number NOUN dad-11686 621 8 , , PUNCT dad-11686 621 9 which which PRON dad-11686 621 10 is be AUX dad-11686 621 11 not not PART dad-11686 621 12 applicable applicable ADJ dad-11686 621 13 for for ADP dad-11686 621 14 the the DET dad-11686 621 15 edit edit NOUN dad-11686 621 16 actions action NOUN dad-11686 621 17 . . PUNCT dad-11686 622 1 see see VERB dad-11686 622 2 the the DET dad-11686 622 3 caption caption NOUN dad-11686 622 4 of of ADP dad-11686 622 5 table table NOUN dad-11686 622 6 7 7 NUM dad-11686 622 7 for for ADP dad-11686 622 8 further further ADJ dad-11686 622 9 details detail NOUN dad-11686 622 10 . . PUNCT dad-11686 623 1 utt utt NOUN dad-11686 623 2 . . PUNCT dad-11686 624 1 verb verb NOUN dad-11686 624 2 utterance utterance NOUN dad-11686 624 3 annotations annotation NOUN dad-11686 624 4 . . PUNCT dad-11686 624 5 . . PUNCT dad-11686 624 6 . . PUNCT dad-11686 624 7 . . PUNCT dad-11686 624 8 . . PUNCT dad-11686 624 9 . . PUNCT dad-11686 624 10 . . PUNCT dad-11686 624 11 . . PUNCT dad-11686 624 12 . . PUNCT dad-11686 624 13 . . PUNCT dad-11686 624 14 . . PUNCT dad-11686 624 15 . . PUNCT dad-11686 624 16 . . PUNCT dad-11686 624 17 . . PUNCT dad-11686 625 1 . . PUNCT dad-11686 626 1 i i PRON dad-11686 626 2 4 4 NUM dad-11686 626 3 says say VERB dad-11686 626 4 so so SCONJ dad-11686 626 5 you you PRON dad-11686 626 6 only only ADV dad-11686 626 7 build build VERB dad-11686 626 8 from from ADP dad-11686 626 9 something something PRON dad-11686 626 10 that that PRON dad-11686 626 11 is be AUX dad-11686 626 12 already already ADV dad-11686 626 13 connected connect VERB dad-11686 626 14 . . PUNCT dad-11686 627 1 b b X dad-11686 627 2 5 5 NUM dad-11686 627 3 says say VERB dad-11686 627 4 oh oh INTJ dad-11686 627 5 . . PUNCT dad-11686 628 1 a a DET dad-11686 628 2 6 6 NUM dad-11686 628 3 says say VERB dad-11686 628 4 oh oh INTJ dad-11686 628 5 okay okay INTJ dad-11686 628 6 . . PUNCT dad-11686 629 1 b b NOUN dad-11686 629 2 adds add VERB dad-11686 629 3 zermatt zermatt PROPN dad-11686 629 4 - - PUNCT dad-11686 629 5 davos davos PROPN dad-11686 629 6 nonmatchb(dob(add nonmatchb(dob(add NUM dad-11686 629 7 ) ) PUNCT dad-11686 629 8 ) ) PUNCT dad-11686 630 1 b b NOUN dad-11686 630 2 adds add VERB dad-11686 630 3 gallen gallen PROPN dad-11686 630 4 - - PUNCT dad-11686 630 5 davos davos PROPN dad-11686 630 6 nonmatchb(dob(add nonmatchb(dob(add NUM dad-11686 630 7 ) ) PUNCT dad-11686 630 8 ) ) PUNCT dad-11686 631 1 a a PRON dad-11686 631 2 adds add VERB dad-11686 631 3 zurich zurich PROPN dad-11686 631 4 - - PUNCT dad-11686 631 5 davos davos PROPN dad-11686 631 6 nonmatcha(doa(add nonmatcha(doa(add NOUN dad-11686 631 7 ) ) PUNCT dad-11686 631 8 ) ) PUNCT dad-11686 631 9 . . PUNCT dad-11686 631 10 . . PUNCT dad-11686 631 11 . . PUNCT dad-11686 631 12 . . PUNCT dad-11686 631 13 . . PUNCT dad-11686 631 14 . . PUNCT dad-11686 631 15 . . PUNCT dad-11686 631 16 . . PUNCT dad-11686 631 17 . . PUNCT dad-11686 631 18 . . PUNCT dad-11686 631 19 . . PUNCT dad-11686 631 20 . . PUNCT dad-11686 631 21 . . PUNCT dad-11686 631 22 . . PUNCT dad-11686 631 23 . . PUNCT dad-11686 632 1 b b NOUN dad-11686 632 2 adds add VERB dad-11686 632 3 basel basel PROPN dad-11686 632 4 - - PUNCT dad-11686 632 5 bern bern PROPN dad-11686 632 6 matchb matchb NOUN dad-11686 632 7 ( ( PUNCT dad-11686 632 8 instructa(add(basel instructa(add(basel NOUN dad-11686 632 9 , , PUNCT dad-11686 632 10 ? ? PUNCT dad-11686 632 11 ) ) PUNCT dad-11686 632 12 ) ) PUNCT dad-11686 632 13 ) ) PUNCT dad-11686 633 1 a a DET dad-11686 633 2 61 61 NUM dad-11686 633 3 says say VERB dad-11686 633 4 yeah yeah INTJ dad-11686 633 5 , , PUNCT dad-11686 633 6 and and CCONJ dad-11686 633 7 then then ADV dad-11686 633 8 go go VERB dad-11686 633 9 to to ADP dad-11686 633 10 mount mount PROPN dad-11686 633 11 zurich zurich PROPN dad-11686 633 12 . . PUNCT dad-11686 634 1 instructa(add(zurich instructa(add(zurich PRON dad-11686 634 2 , , PUNCT dad-11686 634 3 ? ? PUNCT dad-11686 634 4 ) ) PUNCT dad-11686 634 5 ) ) PUNCT dad-11686 635 1 b b NOUN dad-11686 635 2 adds add VERB dad-11686 635 3 basel basel PROPN dad-11686 635 4 - - PUNCT dad-11686 635 5 zurich zurich PROPN dad-11686 635 6 matchb matchb NOUN dad-11686 635 7 ( ( PUNCT dad-11686 635 8 instructa(add(zurich instructa(add(zurich X dad-11686 635 9 , , PUNCT dad-11686 635 10 ? ? PUNCT dad-11686 635 11 ) ) PUNCT dad-11686 635 12 ) ) PUNCT dad-11686 635 13 ) ) PUNCT dad-11686 636 1 a a DET dad-11686 636 2 62 62 NUM dad-11686 636 3 says say VERB dad-11686 636 4 yeah yeah INTJ dad-11686 636 5 . . PUNCT dad-11686 637 1 63 63 NUM dad-11686 638 1 oh oh INTJ dad-11686 638 2 no no INTJ dad-11686 638 3 that that PRON dad-11686 638 4 costs cost VERB dad-11686 638 5 more more ADJ dad-11686 638 6 . . PUNCT dad-11686 639 1 64 64 NUM dad-11686 639 2 uh uh INTJ dad-11686 639 3 . . PUNCT dad-11686 639 4 . . PUNCT dad-11686 640 1 . . PUNCT dad-11686 641 1 b b X dad-11686 641 2 65 65 NUM dad-11686 641 3 says say VERB dad-11686 641 4 we we PRON dad-11686 641 5 should should AUX dad-11686 641 6 erase erase VERB dad-11686 641 7 it it PRON dad-11686 641 8 . . PUNCT dad-11686 641 9 . . PUNCT dad-11686 641 10 . . PUNCT dad-11686 641 11 . . PUNCT dad-11686 641 12 . . PUNCT dad-11686 641 13 . . PUNCT dad-11686 641 14 . . PUNCT dad-11686 641 15 . . PUNCT dad-11686 641 16 . . PUNCT dad-11686 641 17 . . PUNCT dad-11686 641 18 . . PUNCT dad-11686 641 19 . . PUNCT dad-11686 641 20 . . PUNCT dad-11686 641 21 . . PUNCT dad-11686 641 22 . . PUNCT dad-11686 641 23 . . PUNCT dad-11686 642 1 a a DET dad-11686 642 2 266 266 NUM dad-11686 642 3 says say VERB dad-11686 642 4 then then ADV dad-11686 642 5 do do AUX dad-11686 642 6 mount mount PROPN dad-11686 642 7 bern bern PROPN dad-11686 642 8 to to ADP dad-11686 642 9 mount mount PROPN dad-11686 642 10 zermatt zermatt PROPN dad-11686 642 11 . . PUNCT dad-11686 643 1 instructa(add(bern instructa(add(bern PROPN dad-11686 643 2 , , PUNCT dad-11686 643 3 zermatt zermatt PROPN dad-11686 643 4 ) ) PUNCT dad-11686 643 5 ) ) PUNCT dad-11686 644 1 a a DET dad-11686 644 2 267 267 NUM dad-11686 644 3 says say VERB dad-11686 644 4 maybe maybe ADV dad-11686 644 5 that that PRON dad-11686 644 6 ’s ’ VERB dad-11686 644 7 better well ADJ dad-11686 644 8 . . PUNCT dad-11686 645 1 b b X dad-11686 645 2 268 268 NUM dad-11686 645 3 says say VERB dad-11686 645 4 you you PRON dad-11686 645 5 ca can AUX dad-11686 645 6 n’t not PART dad-11686 645 7 do do VERB dad-11686 645 8 that that PRON dad-11686 645 9 . . PUNCT dad-11686 646 1 a a DET dad-11686 646 2 269 269 NUM dad-11686 646 3 says say VERB dad-11686 646 4 oh oh INTJ dad-11686 646 5 . . PUNCT dad-11686 647 1 a a DET dad-11686 647 2 270 270 NUM dad-11686 647 3 says say VERB dad-11686 647 4 then then ADV dad-11686 647 5 do do VERB dad-11686 647 6 . . PUNCT dad-11686 647 7 . . PUNCT dad-11686 647 8 . . PUNCT dad-11686 648 1 b b NOUN dad-11686 648 2 271 271 NUM dad-11686 648 3 says say VERB dad-11686 648 4 mount mount PROPN dad-11686 648 5 bern bern PROPN dad-11686 648 6 to to PART dad-11686 648 7 mount mount PROPN dad-11686 648 8 interlaken interlaken PROPN dad-11686 648 9 ? ? PUNCT dad-11686 649 1 instructb(add(bern instructb(add(bern ADJ dad-11686 649 2 , , PUNCT dad-11686 649 3 interlaken interlaken NOUN dad-11686 649 4 ) ) PUNCT dad-11686 649 5 ) ) PUNCT dad-11686 650 1 a a DET dad-11686 650 2 272 272 NUM dad-11686 650 3 says say VERB dad-11686 650 4 yeah yeah INTJ dad-11686 650 5 . . PUNCT dad-11686 651 1 a a DET dad-11686 651 2 273 273 NUM dad-11686 651 3 says say VERB dad-11686 651 4 i i PRON dad-11686 651 5 think think VERB dad-11686 651 6 that that PRON dad-11686 651 7 ’s ’ VERB dad-11686 651 8 4 4 NUM dad-11686 651 9 though though ADV dad-11686 651 10 . . PUNCT dad-11686 652 1 b b NOUN dad-11686 652 2 adds add VERB dad-11686 652 3 interlaken interlaken PROPN dad-11686 652 4 - - PUNCT dad-11686 652 5 bern bern PROPN dad-11686 652 6 mismatchb mismatchb PROPN dad-11686 652 7 ( ( PUNCT dad-11686 652 8 instructa(add(bern instructa(add(bern PROPN dad-11686 652 9 , , PUNCT dad-11686 652 10 zermatt zermatt PROPN dad-11686 652 11 ) ) PUNCT dad-11686 652 12 ) ) PUNCT dad-11686 652 13 ) ) PUNCT dad-11686 653 1 a a DET dad-11686 653 2 274 274 NUM dad-11686 653 3 says say VERB dad-11686 653 4 so so ADV dad-11686 653 5 do do AUX dad-11686 653 6 n’t not PART dad-11686 653 7 do do VERB dad-11686 653 8 that that PRON dad-11686 653 9 . . PUNCT dad-11686 654 1 b b X dad-11686 654 2 275 275 NUM dad-11686 654 3 says say VERB dad-11686 654 4 is be AUX dad-11686 654 5 that that SCONJ dad-11686 654 6 4 4 NUM dad-11686 654 7 ? ? PUNCT dad-11686 654 8 a a DET dad-11686 654 9 276 276 NUM dad-11686 654 10 says say VERB dad-11686 655 1 oh oh INTJ dad-11686 655 2 yeah yeah INTJ dad-11686 656 1 it it PRON dad-11686 656 2 ’s ’ VERB dad-11686 656 3 , , PUNCT dad-11686 656 4 it it PRON dad-11686 656 5 is be AUX dad-11686 656 6 4 4 NUM dad-11686 656 7 . . PUNCT dad-11686 656 8 . . PUNCT dad-11686 656 9 . . PUNCT dad-11686 656 10 . . PUNCT dad-11686 656 11 . . PUNCT dad-11686 656 12 . . PUNCT dad-11686 656 13 . . PUNCT dad-11686 656 14 . . PUNCT dad-11686 656 15 . . PUNCT dad-11686 656 16 . . PUNCT dad-11686 656 17 . . PUNCT dad-11686 656 18 . . PUNCT dad-11686 656 19 . . PUNCT dad-11686 656 20 . . PUNCT dad-11686 656 21 . . PUNCT dad-11686 657 1 . . PUNCT dad-11686 658 1 32 32 NUM dad-11686 658 2 studying study VERB dad-11686 658 3 alignment alignment NOUN dad-11686 658 4 in in ADP dad-11686 658 5 a a DET dad-11686 658 6 collaborative collaborative ADJ dad-11686 658 7 learning learning NOUN dad-11686 658 8 activity activity NOUN dad-11686 658 9 via via ADP dad-11686 658 10 automatic automatic ADJ dad-11686 658 11 methods method NOUN dad-11686 658 12 goals goal NOUN dad-11686 658 13 ( ( PUNCT dad-11686 658 14 e.g. e.g. ADV dad-11686 658 15 finding find VERB dad-11686 658 16 the the DET dad-11686 658 17 solution solution NOUN dad-11686 658 18 to to ADP dad-11686 658 19 a a DET dad-11686 658 20 math math NOUN dad-11686 658 21 problem problem NOUN dad-11686 658 22 ) ) PUNCT dad-11686 658 23 and and CCONJ dad-11686 658 24 deeper deep ADJ dad-11686 658 25 , , PUNCT dad-11686 658 26 learning learn VERB dad-11686 658 27 goals goal NOUN dad-11686 658 28 ( ( PUNCT dad-11686 658 29 e.g. e.g. ADV dad-11686 658 30 understanding understand VERB dad-11686 658 31 the the DET dad-11686 658 32 notion notion NOUN dad-11686 658 33 of of ADP dad-11686 658 34 equation equation NOUN dad-11686 658 35 ) ) PUNCT dad-11686 658 36 . . PUNCT dad-11686 659 1 collaboration collaboration NOUN dad-11686 659 2 often often ADV dad-11686 659 3 involves involve VERB dad-11686 659 4 a a DET dad-11686 659 5 dialogue dialogue NOUN dad-11686 659 6 amongst amongst ADP dad-11686 659 7 interlocutors interlocutor NOUN dad-11686 659 8 . . PUNCT dad-11686 660 1 it it PRON dad-11686 660 2 has have AUX dad-11686 660 3 been be AUX dad-11686 660 4 shown show VERB dad-11686 660 5 that that SCONJ dad-11686 660 6 a a DET dad-11686 660 7 dialogue dialogue NOUN dad-11686 660 8 is be AUX dad-11686 660 9 successful successful ADJ dad-11686 660 10 when when SCONJ dad-11686 660 11 there there PRON dad-11686 660 12 is be VERB dad-11686 660 13 alignment alignment NOUN dad-11686 660 14 between between ADP dad-11686 660 15 the the DET dad-11686 660 16 interlocutors interlocutor NOUN dad-11686 660 17 , , PUNCT dad-11686 660 18 at at ADP dad-11686 660 19 different different ADJ dad-11686 660 20 linguistic linguistic ADJ dad-11686 660 21 levels level NOUN dad-11686 660 22 . . PUNCT dad-11686 661 1 we we PRON dad-11686 661 2 focus focus VERB dad-11686 661 3 on on ADP dad-11686 661 4 two two NUM dad-11686 661 5 levels level NOUN dad-11686 661 6 of of ADP dad-11686 661 7 alignment alignment NOUN dad-11686 661 8 : : PUNCT dad-11686 661 9 i i NOUN dad-11686 661 10 ) ) PUNCT dad-11686 661 11 lexical lexical ADJ dad-11686 661 12 alignment alignment NOUN dad-11686 661 13 ( ( PUNCT dad-11686 661 14 what what PRON dad-11686 661 15 was be AUX dad-11686 661 16 said say VERB dad-11686 661 17 ) ) PUNCT dad-11686 661 18 , , PUNCT dad-11686 661 19 i.e. i.e. X dad-11686 661 20 alignment alignment NOUN dad-11686 661 21 at at ADP dad-11686 661 22 a a DET dad-11686 661 23 lexical lexical ADJ dad-11686 661 24 level level NOUN dad-11686 661 25 , , PUNCT dad-11686 661 26 and and CCONJ dad-11686 661 27 ii ii X dad-11686 661 28 ) ) PUNCT dad-11686 661 29 behavioural behavioural ADJ dad-11686 661 30 alignment alignment NOUN dad-11686 661 31 ( ( PUNCT dad-11686 661 32 what what PRON dad-11686 661 33 was be AUX dad-11686 661 34 done do VERB dad-11686 661 35 ) ) PUNCT dad-11686 661 36 , , PUNCT dad-11686 661 37 i.e. i.e. X dad-11686 661 38 a a DET dad-11686 661 39 new new ADJ dad-11686 661 40 alignment alignment NOUN dad-11686 661 41 context context NOUN dad-11686 661 42 we we PRON dad-11686 661 43 propose propose VERB dad-11686 661 44 to to PART dad-11686 661 45 mean mean VERB dad-11686 661 46 when when SCONJ dad-11686 661 47 instructions instruction NOUN dad-11686 661 48 provided provide VERB dad-11686 661 49 by by ADP dad-11686 661 50 one one NUM dad-11686 661 51 interlocutor interlocutor NOUN dad-11686 661 52 are be AUX dad-11686 661 53 either either CCONJ dad-11686 661 54 followed follow VERB dad-11686 661 55 or or CCONJ dad-11686 661 56 not not PART dad-11686 661 57 followed follow VERB dad-11686 661 58 with with ADP dad-11686 661 59 physical physical ADJ dad-11686 661 60 actions action NOUN dad-11686 661 61 by by ADP dad-11686 661 62 the the DET dad-11686 661 63 other other ADJ dad-11686 661 64 interlocutor interlocutor NOUN dad-11686 661 65 . . PUNCT dad-11686 662 1 we we PRON dad-11686 662 2 propose propose VERB dad-11686 662 3 novel novel ADJ dad-11686 662 4 rule rule NOUN dad-11686 662 5 - - PUNCT dad-11686 662 6 based base VERB dad-11686 662 7 algorithms algorithm NOUN dad-11686 662 8 to to PART dad-11686 662 9 automatically automatically ADV dad-11686 662 10 and and CCONJ dad-11686 662 11 empirically empirically ADV dad-11686 662 12 measure measure VERB dad-11686 662 13 these these DET dad-11686 662 14 two two NUM dad-11686 662 15 alignment alignment ADJ dad-11686 662 16 contexts contexts NOUN dad-11686 662 17 . . PUNCT dad-11686 663 1 what what PRON dad-11686 663 2 distinguishes distinguish VERB dad-11686 663 3 our our PRON dad-11686 663 4 approach approach NOUN dad-11686 663 5 from from ADP dad-11686 663 6 other other ADJ dad-11686 663 7 works work NOUN dad-11686 663 8 , , PUNCT dad-11686 663 9 is be AUX dad-11686 663 10 the the DET dad-11686 663 11 treatment treatment NOUN dad-11686 663 12 of of ADP dad-11686 663 13 alignment alignment NOUN dad-11686 663 14 as as ADP dad-11686 663 15 a a DET dad-11686 663 16 procedure procedure NOUN dad-11686 663 17 that that PRON dad-11686 663 18 occurs occur VERB dad-11686 663 19 in in ADP dad-11686 663 20 stages stage NOUN dad-11686 663 21 ; ; PUNCT dad-11686 663 22 compared compare VERB dad-11686 663 23 to to ADP dad-11686 663 24 a a DET dad-11686 663 25 holistic holistic ADJ dad-11686 663 26 approach approach NOUN dad-11686 663 27 that that PRON dad-11686 663 28 has have AUX dad-11686 663 29 been be AUX dad-11686 663 30 used use VERB dad-11686 663 31 in in ADP dad-11686 663 32 other other ADJ dad-11686 663 33 works work NOUN dad-11686 663 34 . . PUNCT dad-11686 664 1 thus thus ADV dad-11686 664 2 our our PRON dad-11686 664 3 measures measure NOUN dad-11686 664 4 on on ADP dad-11686 664 5 alignment alignment NOUN dad-11686 664 6 study study NOUN dad-11686 664 7 more more ADV dad-11686 664 8 in in ADP dad-11686 664 9 depth depth NOUN dad-11686 664 10 how how SCONJ dad-11686 664 11 alignment alignment NOUN dad-11686 664 12 forms form NOUN dad-11686 664 13 ( ( PUNCT dad-11686 664 14 e.g. e.g. ADV dad-11686 664 15 via via ADP dad-11686 664 16 priming priming NOUN dad-11686 664 17 and and CCONJ dad-11686 664 18 establishment establishment NOUN dad-11686 664 19 ) ) PUNCT dad-11686 664 20 , , PUNCT dad-11686 664 21 and and CCONJ dad-11686 664 22 then then ADV dad-11686 664 23 builds build VERB dad-11686 664 24 into into ADP dad-11686 664 25 a a DET dad-11686 664 26 function function NOUN dad-11686 664 27 of of ADP dad-11686 664 28 the the DET dad-11686 664 29 discourse discourse NOUN dad-11686 664 30 . . PUNCT dad-11686 665 1 to to PART dad-11686 665 2 study study VERB dad-11686 665 3 alignment alignment NOUN dad-11686 665 4 , , PUNCT dad-11686 665 5 we we PRON dad-11686 665 6 focus focus VERB dad-11686 665 7 on on ADP dad-11686 665 8 the the DET dad-11686 665 9 the the DET dad-11686 665 10 formation formation NOUN dad-11686 665 11 of of ADP dad-11686 665 12 expressions expression NOUN dad-11686 665 13 related relate VERB dad-11686 665 14 to to ADP dad-11686 665 15 the the DET dad-11686 665 16 activity activity NOUN dad-11686 665 17 , , PUNCT dad-11686 665 18 as as ADP dad-11686 665 19 focusing focus VERB dad-11686 665 20 on on ADP dad-11686 665 21 these these DET dad-11686 665 22 expressions expression NOUN dad-11686 665 23 allows allow VERB dad-11686 665 24 us we PRON dad-11686 665 25 to to PART dad-11686 665 26 target target VERB dad-11686 665 27 information information NOUN dad-11686 665 28 very very ADV dad-11686 665 29 specific specific ADJ dad-11686 665 30 to to ADP dad-11686 665 31 making make VERB dad-11686 665 32 progress progress NOUN dad-11686 665 33 in in ADP dad-11686 665 34 the the DET dad-11686 665 35 task task NOUN dad-11686 665 36 . . PUNCT dad-11686 666 1 additionally additionally ADV dad-11686 666 2 , , PUNCT dad-11686 666 3 our our PRON dad-11686 666 4 research research NOUN dad-11686 666 5 on on ADP dad-11686 666 6 these these DET dad-11686 666 7 two two NUM dad-11686 666 8 alignment alignment NOUN dad-11686 666 9 contexts contexts NOUN dad-11686 666 10 considers consider VERB dad-11686 666 11 the the DET dad-11686 666 12 occurrence occurrence NOUN dad-11686 666 13 of of ADP dad-11686 666 14 spontaneous spontaneous ADJ dad-11686 666 15 speech speech NOUN dad-11686 666 16 phenomena phenomenon NOUN dad-11686 666 17 ( ( PUNCT dad-11686 666 18 e.g. e.g. ADV dad-11686 666 19 “ " PUNCT dad-11686 666 20 um um INTJ dad-11686 666 21 ” " PUNCT dad-11686 666 22 , , PUNCT dad-11686 666 23 “ " PUNCT dad-11686 666 24 uh uh INTJ dad-11686 666 25 ” " PUNCT dad-11686 666 26 . . PUNCT dad-11686 666 27 . . PUNCT dad-11686 666 28 . . PUNCT dad-11686 666 29 ) ) PUNCT dad-11686 667 1 , , PUNCT dad-11686 667 2 as as SCONJ dad-11686 667 3 our our PRON dad-11686 667 4 dataset dataset NOUN dad-11686 667 5 is be AUX dad-11686 667 6 one one NUM dad-11686 667 7 of of ADP dad-11686 667 8 spoken spoken ADJ dad-11686 667 9 dialogues dialogue NOUN dad-11686 667 10 , , PUNCT dad-11686 667 11 where where SCONJ dad-11686 667 12 these these DET dad-11686 667 13 paralinguistic paralinguistic ADJ dad-11686 667 14 cues cue NOUN dad-11686 667 15 may may AUX dad-11686 667 16 be be AUX dad-11686 667 17 an an DET dad-11686 667 18 important important ADJ dad-11686 667 19 indicator indicator NOUN dad-11686 667 20 in in ADP dad-11686 667 21 alignment alignment NOUN dad-11686 667 22 ; ; PUNCT dad-11686 667 23 and and CCONJ dad-11686 667 24 are be AUX dad-11686 667 25 often often ADV dad-11686 667 26 cues cue NOUN dad-11686 667 27 that that PRON dad-11686 667 28 are be AUX dad-11686 667 29 neglected neglect VERB dad-11686 667 30 as as ADP dad-11686 667 31 noise noise NOUN dad-11686 667 32 . . PUNCT dad-11686 668 1 we we PRON dad-11686 668 2 then then ADV dad-11686 668 3 observe observe VERB dad-11686 668 4 how how SCONJ dad-11686 668 5 these these DET dad-11686 668 6 local local ADJ dad-11686 668 7 level level NOUN dad-11686 668 8 alignment alignment NOUN dad-11686 668 9 contexts context NOUN dad-11686 668 10 build build VERB dad-11686 668 11 into into ADP dad-11686 668 12 a a DET dad-11686 668 13 function function NOUN dad-11686 668 14 of of ADP dad-11686 668 15 dialogue dialogue NOUN dad-11686 668 16 level level NOUN dad-11686 668 17 phenomena phenomenon NOUN dad-11686 668 18 ; ; PUNCT dad-11686 668 19 i.e. i.e. X dad-11686 668 20 success success NOUN dad-11686 668 21 in in ADP dad-11686 668 22 the the DET dad-11686 668 23 task task NOUN dad-11686 668 24 . . PUNCT dad-11686 669 1 we we PRON dad-11686 669 2 make make VERB dad-11686 669 3 this this DET dad-11686 669 4 dataset dataset NOUN dad-11686 669 5 and and CCONJ dad-11686 669 6 tools tool NOUN dad-11686 669 7 to to PART dad-11686 669 8 study study VERB dad-11686 669 9 alignment alignment NOUN dad-11686 669 10 in in ADP dad-11686 669 11 children child NOUN dad-11686 669 12 ’s ’s PART dad-11686 669 13 dialogues dialogue NOUN dad-11686 669 14 publicly publicly ADV dad-11686 669 15 available available ADJ dad-11686 669 16 ( ( PUNCT dad-11686 669 17 entitled entitle VERB dad-11686 669 18 the the DET dad-11686 669 19 “ " PUNCT dad-11686 669 20 justhink justhink ADJ dad-11686 669 21 alignment alignment NOUN dad-11686 669 22 dataset dataset NOUN dad-11686 669 23 ” " PUNCT dad-11686 669 24 , , PUNCT dad-11686 669 25 containing contain VERB dad-11686 669 26 transcriptions transcription NOUN dad-11686 669 27 , , PUNCT dad-11686 669 28 action action NOUN dad-11686 669 29 logs log NOUN dad-11686 669 30 and and CCONJ dad-11686 669 31 alignment alignment NOUN dad-11686 669 32 tools tool NOUN dad-11686 669 33 ) ) PUNCT dad-11686 669 34 . . PUNCT dad-11686 670 1 a a DET dad-11686 670 2 first first ADJ dad-11686 670 3 finding finding NOUN dad-11686 670 4 of of ADP dad-11686 670 5 this this DET dad-11686 670 6 work work NOUN dad-11686 670 7 is be AUX dad-11686 670 8 the the DET dad-11686 670 9 discovery discovery NOUN dad-11686 670 10 that that PRON dad-11686 670 11 the the DET dad-11686 670 12 measures measure NOUN dad-11686 670 13 we we PRON dad-11686 670 14 propose propose VERB dad-11686 670 15 are be AUX dad-11686 670 16 capable capable ADJ dad-11686 670 17 of of ADP dad-11686 670 18 capturing capture VERB dad-11686 670 19 alignment alignment NOUN dad-11686 670 20 in in ADP dad-11686 670 21 such such DET dad-11686 670 22 a a DET dad-11686 670 23 context context NOUN dad-11686 670 24 . . PUNCT dad-11686 671 1 in in ADP dad-11686 671 2 terms term NOUN dad-11686 671 3 of of ADP dad-11686 671 4 results result NOUN dad-11686 671 5 , , PUNCT dad-11686 671 6 for for ADP dad-11686 671 7 rq1 rq1 NOUN dad-11686 671 8 , , PUNCT dad-11686 671 9 we we PRON dad-11686 671 10 see see VERB dad-11686 671 11 that that SCONJ dad-11686 671 12 all all DET dad-11686 671 13 teams team NOUN dad-11686 671 14 establish establish VERB dad-11686 671 15 routines routine NOUN dad-11686 671 16 , , PUNCT dad-11686 671 17 regardless regardless ADV dad-11686 671 18 of of ADP dad-11686 671 19 task task NOUN dad-11686 671 20 success success NOUN dad-11686 671 21 . . PUNCT dad-11686 672 1 an an DET dad-11686 672 2 assumption assumption NOUN dad-11686 672 3 that that PRON dad-11686 672 4 might might AUX dad-11686 672 5 be be AUX dad-11686 672 6 commonly commonly ADV dad-11686 672 7 made make VERB dad-11686 672 8 , , PUNCT dad-11686 672 9 is be AUX dad-11686 672 10 that that SCONJ dad-11686 672 11 the the DET dad-11686 672 12 more more ADV dad-11686 672 13 aligned aligned ADJ dad-11686 672 14 interlocutors interlocutor NOUN dad-11686 672 15 are be AUX dad-11686 672 16 , , PUNCT dad-11686 672 17 the the DET dad-11686 672 18 more more ADJ dad-11686 672 19 are be AUX dad-11686 672 20 chances chance NOUN dad-11686 672 21 of of ADP dad-11686 672 22 their their PRON dad-11686 672 23 task task NOUN dad-11686 672 24 success success NOUN dad-11686 672 25 ( ( PUNCT dad-11686 672 26 usually usually ADV dad-11686 672 27 , , PUNCT dad-11686 672 28 measured measure VERB dad-11686 672 29 by by ADP dad-11686 672 30 performance performance NOUN dad-11686 672 31 alone alone ADV dad-11686 672 32 ) ) PUNCT dad-11686 672 33 . . PUNCT dad-11686 673 1 indeed indeed ADV dad-11686 673 2 , , PUNCT dad-11686 673 3 our our PRON dad-11686 673 4 results result NOUN dad-11686 673 5 from from ADP dad-11686 673 6 rq1 rq1 NOUN dad-11686 673 7 indicate indicate VERB dad-11686 673 8 that that SCONJ dad-11686 673 9 this this PRON dad-11686 673 10 is be AUX dad-11686 673 11 not not PART dad-11686 673 12 necessarily necessarily ADV dad-11686 673 13 the the DET dad-11686 673 14 case case NOUN dad-11686 673 15 for for ADP dad-11686 673 16 lexical lexical ADJ dad-11686 673 17 alignment alignment NOUN dad-11686 673 18 : : PUNCT dad-11686 673 19 we we PRON dad-11686 673 20 rather rather ADV dad-11686 673 21 observed observe VERB dad-11686 673 22 that that SCONJ dad-11686 673 23 better well ADJ dad-11686 673 24 performing perform VERB dad-11686 673 25 teams team NOUN dad-11686 673 26 were be AUX dad-11686 673 27 earlier early ADJ dad-11686 673 28 than than ADP dad-11686 673 29 badly badly ADV dad-11686 673 30 performing perform VERB dad-11686 673 31 teams team NOUN dad-11686 673 32 to to PART dad-11686 673 33 align align VERB dad-11686 673 34 by by ADP dad-11686 673 35 our our PRON dad-11686 673 36 measures measure NOUN dad-11686 673 37 . . PUNCT dad-11686 674 1 in in ADP dad-11686 674 2 terms term NOUN dad-11686 674 3 of of ADP dad-11686 674 4 the the DET dad-11686 674 5 formation formation NOUN dad-11686 674 6 of of ADP dad-11686 674 7 a a DET dad-11686 674 8 routine routine NOUN dad-11686 674 9 , , PUNCT dad-11686 674 10 we we PRON dad-11686 674 11 see see VERB dad-11686 674 12 that that SCONJ dad-11686 674 13 hesitation hesitation NOUN dad-11686 674 14 phenomena phenomenon NOUN dad-11686 674 15 tend tend VERB dad-11686 674 16 to to PART dad-11686 674 17 occur occur VERB dad-11686 674 18 around around ADP dad-11686 674 19 establishment establishment NOUN dad-11686 674 20 times time NOUN dad-11686 674 21 , , PUNCT dad-11686 674 22 and and CCONJ dad-11686 674 23 greatly greatly ADV dad-11686 674 24 after after ADP dad-11686 674 25 priming prime VERB dad-11686 674 26 times time NOUN dad-11686 674 27 , , PUNCT dad-11686 674 28 indicating indicate VERB dad-11686 674 29 that that SCONJ dad-11686 674 30 the the DET dad-11686 674 31 if if SCONJ dad-11686 674 32 could could AUX dad-11686 674 33 be be AUX dad-11686 674 34 using use VERB dad-11686 674 35 fillers filler NOUN dad-11686 674 36 in in ADP dad-11686 674 37 the the DET dad-11686 674 38 role role NOUN dad-11686 674 39 of of ADP dad-11686 674 40 clarification clarification NOUN dad-11686 674 41 . . PUNCT dad-11686 675 1 for for ADP dad-11686 675 2 rq2 rq2 NOUN dad-11686 675 3 , , PUNCT dad-11686 675 4 we we PRON dad-11686 675 5 observe observe VERB dad-11686 675 6 that that SCONJ dad-11686 675 7 all all DET dad-11686 675 8 teams team NOUN dad-11686 675 9 , , PUNCT dad-11686 675 10 regardless regardless ADV dad-11686 675 11 of of ADP dad-11686 675 12 task task NOUN dad-11686 675 13 success success NOUN dad-11686 675 14 , , PUNCT dad-11686 675 15 were be AUX dad-11686 675 16 behaviourally behaviourally ADV dad-11686 675 17 aligned align VERB dad-11686 675 18 . . PUNCT dad-11686 676 1 similar similar ADJ dad-11686 676 2 to to AUX dad-11686 676 3 rq1 rq1 VERB dad-11686 676 4 , , PUNCT dad-11686 676 5 we we PRON dad-11686 676 6 observed observe VERB dad-11686 676 7 a a DET dad-11686 676 8 general general ADJ dad-11686 676 9 trend trend NOUN dad-11686 676 10 that that PRON dad-11686 676 11 better well ADV dad-11686 676 12 performing perform VERB dad-11686 676 13 teams team NOUN dad-11686 676 14 tend tend VERB dad-11686 676 15 to to PART dad-11686 676 16 follow follow VERB dad-11686 676 17 up up ADP dad-11686 676 18 their their PRON dad-11686 676 19 instructions instruction NOUN dad-11686 676 20 with with ADP dad-11686 676 21 actions action NOUN dad-11686 676 22 earlier early ADV dad-11686 676 23 in in ADP dad-11686 676 24 the the DET dad-11686 676 25 task task NOUN dad-11686 676 26 rather rather ADV dad-11686 676 27 than than ADP dad-11686 676 28 later later ADV dad-11686 676 29 . . PUNCT dad-11686 677 1 an an DET dad-11686 677 2 interesting interesting ADJ dad-11686 677 3 finding finding NOUN dad-11686 677 4 was be AUX dad-11686 677 5 that that SCONJ dad-11686 677 6 well well ADV dad-11686 677 7 - - PUNCT dad-11686 677 8 performing perform VERB dad-11686 677 9 teams team NOUN dad-11686 677 10 verbalise verbalise VERB dad-11686 677 11 the the DET dad-11686 677 12 marker marker NOUN dad-11686 677 13 “ " PUNCT dad-11686 677 14 oh oh INTJ dad-11686 677 15 ” " PUNCT dad-11686 677 16 more more ADJ dad-11686 677 17 when when SCONJ dad-11686 677 18 they they PRON dad-11686 677 19 are be AUX dad-11686 677 20 behaviourally behaviourally ADV dad-11686 677 21 aligned align VERB dad-11686 677 22 , , PUNCT dad-11686 677 23 compared compare VERB dad-11686 677 24 to to ADP dad-11686 677 25 other other ADJ dad-11686 677 26 times time NOUN dad-11686 677 27 in in ADP dad-11686 677 28 the the DET dad-11686 677 29 dialogue dialogue NOUN dad-11686 677 30 . . PUNCT dad-11686 678 1 this this PRON dad-11686 678 2 shows show VERB dad-11686 678 3 that that SCONJ dad-11686 678 4 the the DET dad-11686 678 5 information information NOUN dad-11686 678 6 management management NOUN dad-11686 678 7 marker marker NOUN dad-11686 678 8 “ " PUNCT dad-11686 678 9 oh oh INTJ dad-11686 678 10 ” " PUNCT dad-11686 678 11 is be AUX dad-11686 678 12 an an DET dad-11686 678 13 important important ADJ dad-11686 678 14 cue cue NOUN dad-11686 678 15 in in ADP dad-11686 678 16 alignment alignment NOUN dad-11686 678 17 . . PUNCT dad-11686 679 1 to to ADP dad-11686 679 2 the the DET dad-11686 679 3 best good ADJ dad-11686 679 4 of of ADP dad-11686 679 5 our our PRON dad-11686 679 6 knowledge knowledge NOUN dad-11686 679 7 , , PUNCT dad-11686 679 8 we we PRON dad-11686 679 9 are be AUX dad-11686 679 10 the the DET dad-11686 679 11 first first ADJ dad-11686 679 12 to to PART dad-11686 679 13 study study VERB dad-11686 679 14 the the DET dad-11686 679 15 role role NOUN dad-11686 679 16 of of ADP dad-11686 679 17 “ " PUNCT dad-11686 679 18 oh oh INTJ dad-11686 679 19 ” " PUNCT dad-11686 679 20 as as ADP dad-11686 679 21 an an DET dad-11686 679 22 information information NOUN dad-11686 679 23 management management NOUN dad-11686 679 24 marker marker NOUN dad-11686 679 25 in in ADP dad-11686 679 26 a a DET dad-11686 679 27 behavioural behavioural ADJ dad-11686 679 28 context context NOUN dad-11686 679 29 ( ( PUNCT dad-11686 679 30 i.e. i.e. X dad-11686 679 31 in in ADP dad-11686 679 32 connection connection NOUN dad-11686 679 33 to to ADP dad-11686 679 34 actions action NOUN dad-11686 679 35 taken take VERB dad-11686 679 36 in in ADP dad-11686 679 37 a a DET dad-11686 679 38 physical physical ADJ dad-11686 679 39 environment environment NOUN dad-11686 679 40 ) ) PUNCT dad-11686 679 41 , , PUNCT dad-11686 679 42 compared compare VERB dad-11686 679 43 to to ADP dad-11686 679 44 only only ADV dad-11686 679 45 a a DET dad-11686 679 46 verbal verbal ADJ dad-11686 679 47 one one NUM dad-11686 679 48 . . PUNCT dad-11686 680 1 while while SCONJ dad-11686 680 2 our our PRON dad-11686 680 3 measures measure NOUN dad-11686 680 4 discussed discuss VERB dad-11686 680 5 in in ADP dad-11686 680 6 rq1 rq1 NOUN dad-11686 680 7 and and CCONJ dad-11686 680 8 rq2 rq2 NOUN dad-11686 680 9 do do AUX dad-11686 680 10 not not PART dad-11686 680 11 show show VERB dad-11686 680 12 significant significant ADJ dad-11686 680 13 results result NOUN dad-11686 680 14 for for ADP dad-11686 680 15 learning learn VERB dad-11686 680 16 , , PUNCT dad-11686 680 17 we we PRON dad-11686 680 18 still still ADV dad-11686 680 19 think think VERB dad-11686 680 20 considering consider VERB dad-11686 680 21 learning learn VERB dad-11686 680 22 with with ADP dad-11686 680 23 performance performance NOUN dad-11686 680 24 is be AUX dad-11686 680 25 an an DET dad-11686 680 26 important important ADJ dad-11686 680 27 first first ADJ dad-11686 680 28 step step NOUN dad-11686 680 29 in in ADP dad-11686 680 30 evaluating evaluate VERB dad-11686 680 31 task task NOUN dad-11686 680 32 success success NOUN dad-11686 680 33 in in ADP dad-11686 680 34 these these DET dad-11686 680 35 activities activity NOUN dad-11686 680 36 , , PUNCT dad-11686 680 37 as as SCONJ dad-11686 680 38 performance performance NOUN dad-11686 680 39 does do AUX dad-11686 680 40 not not PART dad-11686 680 41 necessarily necessarily ADV dad-11686 680 42 bring bring VERB dad-11686 680 43 about about ADP dad-11686 680 44 learning learn VERB dad-11686 680 45 ( ( PUNCT dad-11686 680 46 nasir nasir PROPN dad-11686 680 47 , , PUNCT dad-11686 680 48 norman norman PROPN dad-11686 680 49 , , PUNCT dad-11686 680 50 et et PROPN dad-11686 680 51 al al PROPN dad-11686 680 52 . . PROPN dad-11686 680 53 , , PUNCT dad-11686 680 54 2020b 2020b NUM dad-11686 680 55 ) ) PUNCT dad-11686 680 56 . . PUNCT dad-11686 681 1 our our PRON dad-11686 681 2 measures measure NOUN dad-11686 681 3 still still ADV dad-11686 681 4 reflect reflect VERB dad-11686 681 5 some some DET dad-11686 681 6 fine fine ADV dad-11686 681 7 - - PUNCT dad-11686 681 8 grained grain VERB dad-11686 681 9 aspects aspect NOUN dad-11686 681 10 of of ADP dad-11686 681 11 learning learn VERB dad-11686 681 12 in in ADP dad-11686 681 13 the the DET dad-11686 681 14 dialogue dialogue NOUN dad-11686 681 15 ( ( PUNCT dad-11686 681 16 such such ADJ dad-11686 681 17 as as ADP dad-11686 681 18 an an DET dad-11686 681 19 exploratory exploratory ADJ dad-11686 681 20 and and CCONJ dad-11686 681 21 collaborative collaborative ADJ dad-11686 681 22 period period NOUN dad-11686 681 23 the the DET dad-11686 681 24 interlocutors interlocutor NOUN dad-11686 681 25 go go VERB dad-11686 681 26 through through ADP dad-11686 681 27 during during ADP dad-11686 681 28 the the DET dad-11686 681 29 alignment alignment NOUN dad-11686 681 30 process process NOUN dad-11686 681 31 ) ) PUNCT dad-11686 681 32 , , PUNCT dad-11686 681 33 even even ADV dad-11686 681 34 if if SCONJ dad-11686 681 35 we we PRON dad-11686 681 36 can can AUX dad-11686 681 37 not not PART dad-11686 681 38 conclude conclude VERB dad-11686 681 39 that that SCONJ dad-11686 681 40 overall overall ADV dad-11686 681 41 they they PRON dad-11686 681 42 are be AUX dad-11686 681 43 linked link VERB dad-11686 681 44 to to ADP dad-11686 681 45 the the DET dad-11686 681 46 final final ADJ dad-11686 681 47 measure measure NOUN dad-11686 681 48 of of ADP dad-11686 681 49 learning learn VERB dad-11686 681 50 . . PUNCT dad-11686 682 1 our our PRON dad-11686 682 2 measures measure NOUN dad-11686 682 3 capture capture VERB dad-11686 682 4 more more ADJ dad-11686 682 5 aspects aspect NOUN dad-11686 682 6 of of ADP dad-11686 682 7 performance performance NOUN dad-11686 682 8 than than ADP dad-11686 682 9 learning learn VERB dad-11686 682 10 , , PUNCT dad-11686 682 11 as as SCONJ dad-11686 682 12 our our PRON dad-11686 682 13 measures measure NOUN dad-11686 682 14 focus focus VERB dad-11686 682 15 on on ADP dad-11686 682 16 what what PRON dad-11686 682 17 was be AUX dad-11686 682 18 said say VERB dad-11686 682 19 specifically specifically ADV dad-11686 682 20 about about ADP dad-11686 682 21 the the DET dad-11686 682 22 environment environment NOUN dad-11686 682 23 , , PUNCT dad-11686 682 24 and and CCONJ dad-11686 682 25 the the DET dad-11686 682 26 immediate immediate ADJ dad-11686 682 27 apparent apparent ADJ dad-11686 682 28 changes change NOUN dad-11686 682 29 to to ADP dad-11686 682 30 the the DET dad-11686 682 31 environment environment NOUN dad-11686 682 32 33 33 NUM dad-11686 682 33 utku utku ADJ dad-11686 682 34 norman∗ norman∗ NOUN dad-11686 682 35 , , PUNCT dad-11686 682 36 tanvi tanvi NOUN dad-11686 682 37 dinkar∗ dinkar∗ NOUN dad-11686 682 38 , , PUNCT dad-11686 682 39 barbara barbara PROPN dad-11686 682 40 bruno bruno PROPN dad-11686 682 41 , , PUNCT dad-11686 682 42 and and CCONJ dad-11686 682 43 chloé chloé NOUN dad-11686 682 44 clavel clavel ADV dad-11686 682 45 – – PUNCT dad-11686 682 46 essentially essentially ADV dad-11686 682 47 the the DET dad-11686 682 48 crux crux NOUN dad-11686 682 49 of of ADP dad-11686 682 50 the the DET dad-11686 682 51 task task NOUN dad-11686 682 52 . . PUNCT dad-11686 683 1 at at ADP dad-11686 683 2 a a DET dad-11686 683 3 higher high ADJ dad-11686 683 4 level level NOUN dad-11686 683 5 , , PUNCT dad-11686 683 6 lack lack NOUN dad-11686 683 7 of of ADP dad-11686 683 8 understanding understanding NOUN dad-11686 683 9 / / SYM dad-11686 683 10 learning learning NOUN dad-11686 683 11 etc etc X dad-11686 683 12 . . X dad-11686 683 13 could could AUX dad-11686 683 14 be be AUX dad-11686 683 15 reflected reflect VERB dad-11686 683 16 by by ADP dad-11686 683 17 other other ADJ dad-11686 683 18 phenomena phenomenon NOUN dad-11686 683 19 ( ( PUNCT dad-11686 683 20 such such ADJ dad-11686 683 21 as as ADP dad-11686 683 22 other other ADJ dad-11686 683 23 multimodal multimodal NOUN dad-11686 683 24 features feature NOUN dad-11686 683 25 ( ( PUNCT dad-11686 683 26 nasir nasir PROPN dad-11686 683 27 et et PROPN dad-11686 683 28 al al PROPN dad-11686 683 29 . . PROPN dad-11686 683 30 , , PUNCT dad-11686 683 31 2020a 2020a NUM dad-11686 683 32 , , PUNCT dad-11686 683 33 2022 2022 NUM dad-11686 683 34 ) ) PUNCT dad-11686 683 35 ) ) PUNCT dad-11686 683 36 , , PUNCT dad-11686 683 37 other other ADJ dad-11686 683 38 expressions expression NOUN dad-11686 683 39 ( ( PUNCT dad-11686 683 40 “ " PUNCT dad-11686 683 41 i i PRON dad-11686 683 42 do do AUX dad-11686 683 43 n’t not PART dad-11686 683 44 understand understand VERB dad-11686 683 45 ” " PUNCT dad-11686 683 46 ) ) PUNCT dad-11686 683 47 etc etc X dad-11686 683 48 . . X dad-11686 683 49 since since SCONJ dad-11686 683 50 there there PRON dad-11686 683 51 are be VERB dad-11686 683 52 many many ADJ dad-11686 683 53 ways way NOUN dad-11686 683 54 to to PART dad-11686 683 55 learn learn VERB dad-11686 683 56 , , PUNCT dad-11686 683 57 and and CCONJ dad-11686 683 58 hence hence ADV dad-11686 683 59 different different ADJ dad-11686 683 60 behaviours behaviour NOUN dad-11686 683 61 that that PRON dad-11686 683 62 could could AUX dad-11686 683 63 result result VERB dad-11686 683 64 in in ADP dad-11686 683 65 learning learn VERB dad-11686 683 66 , , PUNCT dad-11686 683 67 it it PRON dad-11686 683 68 is be AUX dad-11686 683 69 unsurprising unsurprising ADJ dad-11686 683 70 that that SCONJ dad-11686 683 71 such such ADJ dad-11686 683 72 patterns pattern NOUN dad-11686 683 73 are be AUX dad-11686 683 74 difficult difficult ADJ dad-11686 683 75 to to PART dad-11686 683 76 capture capture VERB dad-11686 683 77 . . PUNCT dad-11686 684 1 working work VERB dad-11686 684 2 with with ADP dad-11686 684 3 dialogues dialogue NOUN dad-11686 684 4 is be AUX dad-11686 684 5 complicated complicate VERB dad-11686 684 6 , , PUNCT dad-11686 684 7 due due ADP dad-11686 684 8 to to ADP dad-11686 684 9 i i PRON dad-11686 684 10 ) ) PUNCT dad-11686 684 11 the the DET dad-11686 684 12 nature nature NOUN dad-11686 684 13 of of ADP dad-11686 684 14 spontaneous spontaneous ADJ dad-11686 684 15 speech speech NOUN dad-11686 684 16 ( ( PUNCT dad-11686 684 17 variable variable ADJ dad-11686 684 18 turn turn NOUN dad-11686 684 19 taking take VERB dad-11686 684 20 , , PUNCT dad-11686 684 21 disfluencies disfluency NOUN dad-11686 684 22 , , PUNCT dad-11686 684 23 etc etc X dad-11686 684 24 . . X dad-11686 684 25 ) ) PUNCT dad-11686 684 26 and and CCONJ dad-11686 684 27 ii ii X dad-11686 684 28 ) ) PUNCT dad-11686 684 29 the the DET dad-11686 684 30 lack lack NOUN dad-11686 684 31 of of ADP dad-11686 684 32 automatic automatic ADJ dad-11686 684 33 evaluation evaluation NOUN dad-11686 684 34 criteria criterion NOUN dad-11686 684 35 . . PUNCT dad-11686 685 1 for for ADP dad-11686 685 2 example example NOUN dad-11686 685 3 , , PUNCT dad-11686 685 4 human human ADJ dad-11686 685 5 annotators annotator NOUN dad-11686 685 6 might might AUX dad-11686 685 7 instinctively instinctively ADV dad-11686 685 8 be be AUX dad-11686 685 9 able able ADJ dad-11686 685 10 to to PART dad-11686 685 11 say say VERB dad-11686 685 12 that that SCONJ dad-11686 685 13 a a DET dad-11686 685 14 particular particular ADJ dad-11686 685 15 team team NOUN dad-11686 685 16 collaborated collaborate VERB dad-11686 685 17 well well ADV dad-11686 685 18 after after ADP dad-11686 685 19 observing observe VERB dad-11686 685 20 a a DET dad-11686 685 21 dialogue dialogue NOUN dad-11686 685 22 , , PUNCT dad-11686 685 23 but but CCONJ dad-11686 685 24 it it PRON dad-11686 685 25 is be AUX dad-11686 685 26 hard hard ADJ dad-11686 685 27 to to PART dad-11686 685 28 empirically empirically ADV dad-11686 685 29 pinpoint pinpoint VERB dad-11686 685 30 the the DET dad-11686 685 31 exact exact ADJ dad-11686 685 32 reasons reason NOUN dad-11686 685 33 such such DET dad-11686 685 34 a a DET dad-11686 685 35 judgement judgement NOUN dad-11686 685 36 was be AUX dad-11686 685 37 taken take VERB dad-11686 685 38 . . PUNCT dad-11686 686 1 our our PRON dad-11686 686 2 results result NOUN dad-11686 686 3 , , PUNCT dad-11686 686 4 albeit albeit SCONJ dad-11686 686 5 limited limit VERB dad-11686 686 6 to to ADP dad-11686 686 7 a a DET dad-11686 686 8 small small ADJ dad-11686 686 9 dataset dataset NOUN dad-11686 686 10 , , PUNCT dad-11686 686 11 highlight highlight VERB dad-11686 686 12 that that SCONJ dad-11686 686 13 in in ADP dad-11686 686 14 a a DET dad-11686 686 15 situated situated ADJ dad-11686 686 16 educational educational ADJ dad-11686 686 17 activity activity NOUN dad-11686 686 18 , , PUNCT dad-11686 686 19 focusing focus VERB dad-11686 686 20 simply simply ADV dad-11686 686 21 on on ADP dad-11686 686 22 expressions expression NOUN dad-11686 686 23 related relate VERB dad-11686 686 24 to to ADP dad-11686 686 25 the the DET dad-11686 686 26 task task NOUN dad-11686 686 27 and and CCONJ dad-11686 686 28 certain certain ADJ dad-11686 686 29 surrounding surround VERB dad-11686 686 30 spontaneous spontaneous ADJ dad-11686 686 31 speech speech NOUN dad-11686 686 32 phenomena phenomenon NOUN dad-11686 686 33 can can AUX dad-11686 686 34 still still ADV dad-11686 686 35 give give VERB dad-11686 686 36 good good ADJ dad-11686 686 37 insights insight NOUN dad-11686 686 38 into into ADP dad-11686 686 39 the the DET dad-11686 686 40 nuances nuance NOUN dad-11686 686 41 of of ADP dad-11686 686 42 collaboration collaboration NOUN dad-11686 686 43 between between ADP dad-11686 686 44 the the DET dad-11686 686 45 interlocutors interlocutor NOUN dad-11686 686 46 , , PUNCT dad-11686 686 47 and and CCONJ dad-11686 686 48 its its PRON dad-11686 686 49 ultimate ultimate ADJ dad-11686 686 50 links link NOUN dad-11686 686 51 to to ADP dad-11686 686 52 task task NOUN dad-11686 686 53 success success NOUN dad-11686 686 54 ( ( PUNCT dad-11686 686 55 with with ADP dad-11686 686 56 the the DET dad-11686 686 57 awareness awareness NOUN dad-11686 686 58 that that SCONJ dad-11686 686 59 there there PRON dad-11686 686 60 are be VERB dad-11686 686 61 several several ADJ dad-11686 686 62 other other ADJ dad-11686 686 63 aspects aspect NOUN dad-11686 686 64 that that PRON dad-11686 686 65 remain remain VERB dad-11686 686 66 to to PART dad-11686 686 67 be be AUX dad-11686 686 68 observed observe VERB dad-11686 686 69 in in ADP dad-11686 686 70 the the DET dad-11686 686 71 dialogue dialogue NOUN dad-11686 686 72 such such ADJ dad-11686 686 73 as as ADP dad-11686 686 74 studying study VERB dad-11686 686 75 the the DET dad-11686 686 76 gaze gaze NOUN dad-11686 686 77 patterns pattern NOUN dad-11686 686 78 , , PUNCT dad-11686 686 79 prosodic prosodic ADJ dad-11686 686 80 features feature NOUN dad-11686 686 81 and and CCONJ dad-11686 686 82 so so ADV dad-11686 686 83 on on ADV dad-11686 686 84 ) ) PUNCT dad-11686 686 85 . . PUNCT dad-11686 687 1 it it PRON dad-11686 687 2 would would AUX dad-11686 687 3 be be AUX dad-11686 687 4 very very ADV dad-11686 687 5 interesting interesting ADJ dad-11686 687 6 in in ADP dad-11686 687 7 future future ADJ dad-11686 687 8 work work NOUN dad-11686 687 9 to to PART dad-11686 687 10 look look VERB dad-11686 687 11 at at ADP dad-11686 687 12 the the DET dad-11686 687 13 influence influence NOUN dad-11686 687 14 that that SCONJ dad-11686 687 15 levels level NOUN dad-11686 687 16 of of ADP dad-11686 687 17 alignment alignment NOUN dad-11686 687 18 have have VERB dad-11686 687 19 on on ADP dad-11686 687 20 each each DET dad-11686 687 21 other other ADJ dad-11686 687 22 , , PUNCT dad-11686 687 23 e.g. e.g. ADV dad-11686 687 24 how how SCONJ dad-11686 687 25 the the DET dad-11686 687 26 lexical lexical NOUN dad-11686 687 27 can can AUX dad-11686 687 28 influence influence VERB dad-11686 687 29 the the DET dad-11686 687 30 behavioural behavioural ADJ dad-11686 687 31 and and CCONJ dad-11686 687 32 so so ADV dad-11686 687 33 on on ADV dad-11686 687 34 . . PUNCT dad-11686 688 1 we we PRON dad-11686 688 2 hope hope VERB dad-11686 688 3 that that SCONJ dad-11686 688 4 our our PRON dad-11686 688 5 findings finding NOUN dad-11686 688 6 can can AUX dad-11686 688 7 inspire inspire VERB dad-11686 688 8 further further ADJ dad-11686 688 9 research research NOUN dad-11686 688 10 on on ADP dad-11686 688 11 the the DET dad-11686 688 12 topic topic NOUN dad-11686 688 13 and and CCONJ dad-11686 688 14 contribute contribute VERB dad-11686 688 15 to to ADP dad-11686 688 16 the the DET dad-11686 688 17 design design NOUN dad-11686 688 18 of of ADP dad-11686 688 19 technologies technology NOUN dad-11686 688 20 for for ADP dad-11686 688 21 the the DET dad-11686 688 22 support support NOUN dad-11686 688 23 of of ADP dad-11686 688 24 learning learn VERB dad-11686 688 25 . . PUNCT dad-11686 689 1 8 8 X dad-11686 689 2 . . PUNCT dad-11686 689 3 acknowledgments acknowledgment NOUN dad-11686 689 4 this this DET dad-11686 689 5 project project NOUN dad-11686 689 6 has have AUX dad-11686 689 7 received receive VERB dad-11686 689 8 funding funding NOUN dad-11686 689 9 from from ADP dad-11686 689 10 the the DET dad-11686 689 11 european european PROPN dad-11686 689 12 union union PROPN dad-11686 689 13 ’s ’s PART dad-11686 689 14 horizon horizon NOUN dad-11686 689 15 2020 2020 NUM dad-11686 689 16 research research NOUN dad-11686 689 17 and and CCONJ dad-11686 689 18 innovation innovation NOUN dad-11686 689 19 programme programme NOUN dad-11686 689 20 under under ADP dad-11686 689 21 grant grant NOUN dad-11686 689 22 agreement agreement NOUN dad-11686 689 23 no no DET dad-11686 689 24 765955 765955 NUM dad-11686 689 25 ( ( PUNCT dad-11686 689 26 animatas animata NOUN dad-11686 689 27 project project NOUN dad-11686 689 28 ) ) PUNCT dad-11686 689 29 . . PUNCT dad-11686 690 1 9 9 X dad-11686 690 2 . . X dad-11686 690 3 data datum NOUN dad-11686 690 4 availability availability NOUN dad-11686 690 5 all all DET dad-11686 690 6 relevant relevant ADJ dad-11686 690 7 data datum NOUN dad-11686 690 8 ( ( PUNCT dad-11686 690 9 transcripts transcript NOUN dad-11686 690 10 , , PUNCT dad-11686 690 11 logs log NOUN dad-11686 690 12 , , PUNCT dad-11686 690 13 and and CCONJ dad-11686 690 14 responses response NOUN dad-11686 690 15 to to ADP dad-11686 690 16 the the DET dad-11686 690 17 pre pre NOUN dad-11686 690 18 - - NOUN dad-11686 690 19 test test NOUN dad-11686 690 20 and and CCONJ dad-11686 690 21 the the DET dad-11686 690 22 post post NOUN dad-11686 690 23 - - NOUN dad-11686 690 24 test test NOUN dad-11686 690 25 , , PUNCT dad-11686 690 26 as as ADV dad-11686 690 27 well well ADV dad-11686 690 28 as as ADP dad-11686 690 29 the the DET dad-11686 690 30 description description NOUN dad-11686 690 31 of of ADP dad-11686 690 32 the the DET dad-11686 690 33 network network NOUN dad-11686 690 34 in in ADP dad-11686 690 35 the the DET dad-11686 690 36 activity activity NOUN dad-11686 690 37 ) ) PUNCT dad-11686 690 38 are be AUX dad-11686 690 39 available available ADJ dad-11686 690 40 from from ADP dad-11686 690 41 the the DET dad-11686 690 42 zenodo zenodo ADJ dad-11686 690 43 repository repository NOUN dad-11686 690 44 , , PUNCT dad-11686 690 45 doi doi NOUN dad-11686 690 46 : : PUNCT dad-11686 690 47 10.5281 10.5281 NUM dad-11686 690 48 / / SYM dad-11686 690 49 zenodo.4627104 zenodo.4627104 PROPN dad-11686 690 50 . . PUNCT dad-11686 691 1 the the DET dad-11686 691 2 code code NOUN dad-11686 691 3 that that PRON dad-11686 691 4 reproduces reproduce VERB dad-11686 691 5 all all DET dad-11686 691 6 the the DET dad-11686 691 7 results result NOUN dad-11686 691 8 and and CCONJ dad-11686 691 9 figures figure NOUN dad-11686 691 10 given give VERB dad-11686 691 11 in in ADP dad-11686 691 12 this this DET dad-11686 691 13 paper paper NOUN dad-11686 691 14 are be AUX dad-11686 691 15 available available ADJ dad-11686 691 16 from from ADP dad-11686 691 17 the the DET dad-11686 691 18 zenodo zenodo ADJ dad-11686 691 19 repository repository NOUN dad-11686 691 20 , , PUNCT dad-11686 691 21 doi doi NOUN dad-11686 691 22 : : PUNCT dad-11686 691 23 10.5281 10.5281 NUM dad-11686 691 24 / / SYM dad-11686 691 25 zenodo.4675070 zenodo.4675070 PROPN dad-11686 691 26 . . NOUN dad-11686 691 27 10 10 NUM dad-11686 691 28 . . X dad-11686 692 1 declaration declaration NOUN dad-11686 692 2 of of ADP dad-11686 692 3 interest interest NOUN dad-11686 692 4 there there PRON dad-11686 692 5 is be VERB dad-11686 692 6 no no DET dad-11686 692 7 conflict conflict NOUN dad-11686 692 8 of of ADP dad-11686 692 9 interest interest NOUN dad-11686 692 10 . . PUNCT dad-11686 693 1 references reference NOUN dad-11686 693 2 karin karin PROPN dad-11686 693 3 aijmer aijmer NOUN dad-11686 693 4 . . PUNCT dad-11686 694 1 oh oh INTJ dad-11686 694 2 and and CCONJ dad-11686 694 3 ah ah INTJ dad-11686 694 4 in in ADP dad-11686 694 5 english english PROPN dad-11686 694 6 conversation conversation NOUN dad-11686 694 7 . . PUNCT dad-11686 695 1 in in ADP dad-11686 695 2 willem willem PROPN dad-11686 695 3 meijs meijs PROPN dad-11686 695 4 , , PUNCT dad-11686 695 5 editor editor NOUN dad-11686 695 6 , , PUNCT dad-11686 695 7 corpus corpus NOUN dad-11686 695 8 linguistics linguistic NOUN dad-11686 695 9 and and CCONJ dad-11686 695 10 beyond beyond ADP dad-11686 695 11 , , PUNCT dad-11686 695 12 pages page NOUN dad-11686 695 13 61–86 61–86 NUM dad-11686 695 14 . . PUNCT dad-11686 696 1 brill brill PROPN dad-11686 696 2 , , PUNCT dad-11686 696 3 1987 1987 NUM dad-11686 696 4 . . PUNCT dad-11686 697 1 doi doi NOUN dad-11686 697 2 : : PUNCT dad-11686 697 3 10.1163/9789004483989 10.1163/9789004483989 NUM dad-11686 697 4 010 010 NUM dad-11686 697 5 . . PUNCT dad-11686 698 1 anne anne PROPN dad-11686 698 2 h. h. PROPN dad-11686 698 3 anderson anderson PROPN dad-11686 698 4 , , PUNCT dad-11686 698 5 miles miles PROPN dad-11686 698 6 bader bader PROPN dad-11686 698 7 , , PUNCT dad-11686 698 8 ellen ellen PROPN dad-11686 698 9 gurman gurman PROPN dad-11686 698 10 bard bard PROPN dad-11686 698 11 , , PUNCT dad-11686 698 12 elizabeth elizabeth PROPN dad-11686 698 13 boyle boyle PROPN dad-11686 698 14 , , PUNCT dad-11686 698 15 gwyneth gwyneth PROPN dad-11686 698 16 doherty doherty PROPN dad-11686 698 17 , , PUNCT dad-11686 698 18 simon simon PROPN dad-11686 698 19 garrod garrod PROPN dad-11686 698 20 , , PUNCT dad-11686 698 21 stephen stephen PROPN dad-11686 698 22 isard isard PROPN dad-11686 698 23 , , PUNCT dad-11686 698 24 jacqueline jacqueline PROPN dad-11686 698 25 kowtko kowtko PROPN dad-11686 698 26 , , PUNCT dad-11686 698 27 jan jan PROPN dad-11686 698 28 mcallister mcallister PROPN dad-11686 698 29 , , PUNCT dad-11686 698 30 jim jim PROPN dad-11686 698 31 miller miller PROPN dad-11686 698 32 , , PUNCT dad-11686 698 33 catherine catherine PROPN dad-11686 698 34 sotillo sotillo PROPN dad-11686 698 35 , , PUNCT dad-11686 698 36 henry henry PROPN dad-11686 698 37 s. s. PROPN dad-11686 698 38 thompson thompson PROPN dad-11686 698 39 , , PUNCT dad-11686 698 40 and and CCONJ dad-11686 698 41 regina regina PROPN dad-11686 698 42 weinert weinert PROPN dad-11686 698 43 . . PUNCT dad-11686 699 1 the the DET dad-11686 699 2 hcrc hcrc PROPN dad-11686 699 3 map map PROPN dad-11686 699 4 task task PROPN dad-11686 699 5 corpus corpus PROPN dad-11686 699 6 . . PUNCT dad-11686 700 1 language language NOUN dad-11686 700 2 and and CCONJ dad-11686 700 3 speech speech NOUN dad-11686 700 4 , , PUNCT dad-11686 700 5 34(4):351–366 34(4):351–366 PROPN dad-11686 700 6 , , PUNCT dad-11686 700 7 1991 1991 NUM dad-11686 700 8 . . PUNCT dad-11686 701 1 doi doi NOUN dad-11686 701 2 : : PUNCT dad-11686 701 3 10.1177/002383099103400404 10.1177/002383099103400404 NUM dad-11686 701 4 . . PUNCT dad-11686 702 1 jennifer jennifer PROPN dad-11686 702 2 e e PROPN dad-11686 702 3 arnold arnold PROPN dad-11686 702 4 , , PUNCT dad-11686 702 5 michael michael PROPN dad-11686 702 6 k k PROPN dad-11686 702 7 tanenhaus tanenhaus PROPN dad-11686 702 8 , , PUNCT dad-11686 702 9 rebecca rebecca PROPN dad-11686 702 10 j j PROPN dad-11686 702 11 altmann altmann PROPN dad-11686 702 12 , , PUNCT dad-11686 702 13 and and CCONJ dad-11686 702 14 maria maria PROPN dad-11686 702 15 fagnano fagnano PROPN dad-11686 702 16 . . PUNCT dad-11686 703 1 the the DET dad-11686 703 2 old old ADJ dad-11686 703 3 and and CCONJ dad-11686 703 4 thee thee NOUN dad-11686 703 5 , , PUNCT dad-11686 703 6 uh uh INTJ dad-11686 703 7 , , PUNCT dad-11686 703 8 new new ADJ dad-11686 703 9 : : PUNCT dad-11686 703 10 disfluency disfluency NOUN dad-11686 703 11 and and CCONJ dad-11686 703 12 reference reference NOUN dad-11686 703 13 resolution resolution NOUN dad-11686 703 14 . . PUNCT dad-11686 704 1 psychological psychological ADJ dad-11686 704 2 science science NOUN dad-11686 704 3 , , PUNCT dad-11686 704 4 15(9):578–582 15(9):578–582 NUM dad-11686 704 5 , , PUNCT dad-11686 704 6 34 34 NUM dad-11686 704 7 https://www.animatas.eu/ https://www.animatas.eu/ NUM dad-11686 704 8 http://doi.org/10.5281/zenodo.4627104 http://doi.org/10.5281/zenodo.4627104 PRON dad-11686 704 9 http://doi.org/10.5281/zenodo.4627104 http://doi.org/10.5281/zenodo.4627104 PRON dad-11686 704 10 http://doi.org/10.5281/zenodo.4675070 http://doi.org/10.5281/zenodo.4675070 VERB dad-11686 704 11 http://doi.org/10.1163/9789004483989_010 http://doi.org/10.1163/9789004483989_010 NOUN dad-11686 704 12 http://doi.org/10.1177/002383099103400404 http://doi.org/10.1177/002383099103400404 NOUN dad-11686 704 13 studying study VERB dad-11686 704 14 alignment alignment NOUN dad-11686 704 15 in in ADP dad-11686 704 16 a a DET dad-11686 704 17 collaborative collaborative ADJ dad-11686 704 18 learning learning NOUN dad-11686 704 19 activity activity NOUN dad-11686 704 20 via via ADP dad-11686 704 21 automatic automatic ADJ dad-11686 704 22 methods method NOUN dad-11686 704 23 2004 2004 NUM dad-11686 704 24 . . PUNCT dad-11686 705 1 doi doi NOUN dad-11686 705 2 : : PUNCT dad-11686 705 3 10.1111 10.1111 NUM dad-11686 705 4 / / SYM dad-11686 705 5 j.0956 j.0956 NUM dad-11686 705 6 - - PUNCT dad-11686 705 7 7976.2004.00723.x 7976.2004.00723.x NUM dad-11686 705 8 . . PUNCT dad-11686 706 1 jennifer jennifer PROPN dad-11686 706 2 e e PROPN dad-11686 706 3 arnold arnold PROPN dad-11686 706 4 , , PUNCT dad-11686 706 5 carla carla PROPN dad-11686 706 6 l l PROPN dad-11686 706 7 hudson hudson PROPN dad-11686 706 8 kam kam PROPN dad-11686 706 9 , , PUNCT dad-11686 706 10 and and CCONJ dad-11686 706 11 michael michael PROPN dad-11686 706 12 k k PROPN dad-11686 706 13 tanenhaus tanenhaus PROPN dad-11686 706 14 . . PUNCT dad-11686 707 1 if if SCONJ dad-11686 707 2 you you PRON dad-11686 707 3 say say VERB dad-11686 707 4 thee thee PRON dad-11686 707 5 uh uh INTJ dad-11686 707 6 you you PRON dad-11686 707 7 are be AUX dad-11686 707 8 describing describe VERB dad-11686 707 9 something something PRON dad-11686 707 10 hard hard ADV dad-11686 707 11 : : PUNCT dad-11686 707 12 the the DET dad-11686 707 13 on on ADP dad-11686 707 14 - - PUNCT dad-11686 707 15 line line NOUN dad-11686 707 16 attribution attribution NOUN dad-11686 707 17 of of ADP dad-11686 707 18 disfluency disfluency NOUN dad-11686 707 19 during during ADP dad-11686 707 20 reference reference NOUN dad-11686 707 21 comprehension comprehension NOUN dad-11686 707 22 . . PUNCT dad-11686 708 1 journal journal NOUN dad-11686 708 2 of of ADP dad-11686 708 3 experimental experimental ADJ dad-11686 708 4 psychology psychology NOUN dad-11686 708 5 : : PUNCT dad-11686 708 6 learning learning NOUN dad-11686 708 7 , , PUNCT dad-11686 708 8 memory memory NOUN dad-11686 708 9 , , PUNCT dad-11686 708 10 and and CCONJ dad-11686 708 11 cognition cognition NOUN dad-11686 708 12 , , PUNCT dad-11686 708 13 33(5 33(5 NUM dad-11686 708 14 ): ): PUNCT dad-11686 708 15 914–930 914–930 NUM dad-11686 708 16 , , PUNCT dad-11686 708 17 2007 2007 NUM dad-11686 708 18 . . PUNCT dad-11686 709 1 doi doi NOUN dad-11686 709 2 : : PUNCT dad-11686 709 3 10.1037/0278 10.1037/0278 NUM dad-11686 709 4 - - PUNCT dad-11686 709 5 7393.33.5.914 7393.33.5.914 PROPN dad-11686 709 6 . . PUNCT dad-11686 710 1 michael michael PROPN dad-11686 710 2 j. j. PROPN dad-11686 710 3 baker baker PROPN dad-11686 710 4 , , PUNCT dad-11686 710 5 baruch baruch PROPN dad-11686 710 6 b. b. PROPN dad-11686 710 7 schwarz schwarz PROPN dad-11686 710 8 , , PUNCT dad-11686 710 9 and and CCONJ dad-11686 710 10 sten sten PROPN dad-11686 710 11 r. r. PROPN dad-11686 710 12 ludvigsen ludvigsen PROPN dad-11686 710 13 . . PUNCT dad-11686 711 1 educational educational ADJ dad-11686 711 2 dialogues dialogue NOUN dad-11686 711 3 and and CCONJ dad-11686 711 4 computer computer NOUN dad-11686 711 5 supported support VERB dad-11686 711 6 collaborative collaborative ADJ dad-11686 711 7 learning learning NOUN dad-11686 711 8 : : PUNCT dad-11686 711 9 critical critical ADJ dad-11686 711 10 analysis analysis NOUN dad-11686 711 11 and and CCONJ dad-11686 711 12 research research NOUN dad-11686 711 13 perspectives perspective NOUN dad-11686 711 14 . . PUNCT dad-11686 712 1 international international ADJ dad-11686 712 2 journal journal NOUN dad-11686 712 3 of of ADP dad-11686 712 4 computer computer NOUN dad-11686 712 5 - - PUNCT dad-11686 712 6 supported support VERB dad-11686 712 7 collaborative collaborative ADJ dad-11686 712 8 learning learning NOUN dad-11686 712 9 , , PUNCT dad-11686 712 10 16(4):583–604 16(4):583–604 PROPN dad-11686 712 11 , , PUNCT dad-11686 712 12 2021 2021 NUM dad-11686 712 13 . . PUNCT dad-11686 713 1 doi doi NOUN dad-11686 713 2 : : PUNCT dad-11686 713 3 10 10 NUM dad-11686 713 4 .1007/ .1007/ NUM dad-11686 713 5 s11412 s11412 PROPN dad-11686 713 6 - - PUNCT dad-11686 713 7 021 021 NUM dad-11686 713 8 - - PUNCT dad-11686 713 9 09359 09359 NUM dad-11686 713 10 - - SYM dad-11686 713 11 1 1 NUM dad-11686 713 12 . . NUM dad-11686 713 13 reshmashree reshmashree PROPN dad-11686 713 14 bangalore bangalore PROPN dad-11686 713 15 kantharaju kantharaju PROPN dad-11686 713 16 , , PUNCT dad-11686 713 17 caroline caroline PROPN dad-11686 713 18 langlet langlet PROPN dad-11686 713 19 , , PUNCT dad-11686 713 20 mukesh mukesh PROPN dad-11686 713 21 barange barange NOUN dad-11686 713 22 , , PUNCT dad-11686 713 23 chloé chloé NOUN dad-11686 713 24 clavel clavel NOUN dad-11686 713 25 , , PUNCT dad-11686 713 26 and and CCONJ dad-11686 713 27 catherine catherine PROPN dad-11686 713 28 pelachaud pelachaud PROPN dad-11686 713 29 . . PUNCT dad-11686 714 1 multimodal multimodal NOUN dad-11686 714 2 analysis analysis NOUN dad-11686 714 3 of of ADP dad-11686 714 4 cohesion cohesion NOUN dad-11686 714 5 in in ADP dad-11686 714 6 multi multi ADJ dad-11686 714 7 - - ADJ dad-11686 714 8 party party ADJ dad-11686 714 9 interactions interaction NOUN dad-11686 714 10 . . PUNCT dad-11686 715 1 in in ADP dad-11686 715 2 proceedings proceeding NOUN dad-11686 715 3 of of ADP dad-11686 715 4 the the DET dad-11686 715 5 12th 12th ADJ dad-11686 715 6 language language NOUN dad-11686 715 7 resources resource NOUN dad-11686 715 8 and and CCONJ dad-11686 715 9 evaluation evaluation NOUN dad-11686 715 10 conference conference NOUN dad-11686 715 11 , , PUNCT dad-11686 715 12 pages page NOUN dad-11686 715 13 498–507 498–507 NUM dad-11686 715 14 . . PUNCT dad-11686 716 1 european european ADJ dad-11686 716 2 language language PROPN dad-11686 716 3 resources resource NOUN dad-11686 716 4 association association PROPN dad-11686 716 5 , , PUNCT dad-11686 716 6 2020 2020 NUM dad-11686 716 7 . . PUNCT dad-11686 717 1 tim tim PROPN dad-11686 717 2 bell bell PROPN dad-11686 717 3 , , PUNCT dad-11686 717 4 ian ian PROPN dad-11686 717 5 h h NOUN dad-11686 717 6 witten witten ADV dad-11686 717 7 , , PUNCT dad-11686 717 8 and and CCONJ dad-11686 717 9 mike mike PROPN dad-11686 717 10 fellows fellow NOUN dad-11686 717 11 . . PUNCT dad-11686 718 1 computer computer NOUN dad-11686 718 2 science science PROPN dad-11686 718 3 unplugged unplugged PROPN dad-11686 718 4 : : PUNCT dad-11686 718 5 an an DET dad-11686 718 6 enrichment enrichment NOUN dad-11686 718 7 and and CCONJ dad-11686 718 8 extension extension NOUN dad-11686 718 9 programme programme NOUN dad-11686 718 10 for for ADP dad-11686 718 11 primary primary ADJ dad-11686 718 12 - - PUNCT dad-11686 718 13 aged aged ADJ dad-11686 718 14 children child NOUN dad-11686 718 15 . . PUNCT dad-11686 719 1 university university NOUN dad-11686 719 2 of of ADP dad-11686 719 3 canterbury canterbury PROPN dad-11686 719 4 . . PUNCT dad-11686 720 1 computer computer NOUN dad-11686 720 2 science science NOUN dad-11686 720 3 and and CCONJ dad-11686 720 4 software software NOUN dad-11686 720 5 engineering engineering NOUN dad-11686 720 6 , , PUNCT dad-11686 720 7 2015 2015 NUM dad-11686 720 8 . . PUNCT dad-11686 721 1 url url PROPN dad-11686 721 2 http://hdl.handle.net/10092/247 http://hdl.handle.net/10092/247 PROPN dad-11686 721 3 . . PUNCT dad-11686 722 1 marcela marcela NOUN dad-11686 722 2 borge borge NOUN dad-11686 722 3 and and CCONJ dad-11686 722 4 carolyn carolyn NOUN dad-11686 722 5 p. p. PROPN dad-11686 722 6 rosé. rosé. PROPN dad-11686 723 1 quantitative quantitative ADJ dad-11686 723 2 approaches approach NOUN dad-11686 723 3 to to ADP dad-11686 723 4 language language NOUN dad-11686 723 5 in in ADP dad-11686 723 6 cscl cscl NOUN dad-11686 723 7 . . PUNCT dad-11686 724 1 in in ADP dad-11686 724 2 ulrike ulrike PROPN dad-11686 724 3 cress cress NOUN dad-11686 724 4 , , PUNCT dad-11686 724 5 carolyn carolyn PROPN dad-11686 724 6 p. p. PROPN dad-11686 724 7 rosé rosé PROPN dad-11686 724 8 , , PUNCT dad-11686 724 9 alyssa alyssa ADJ dad-11686 724 10 friend friend NOUN dad-11686 724 11 wise wise ADJ dad-11686 724 12 , , PUNCT dad-11686 724 13 and and CCONJ dad-11686 724 14 jun jun PROPN dad-11686 724 15 oshima oshima PROPN dad-11686 724 16 , , PUNCT dad-11686 724 17 editors editor NOUN dad-11686 724 18 , , PUNCT dad-11686 724 19 international international ADJ dad-11686 724 20 handbook handbook NOUN dad-11686 724 21 of of ADP dad-11686 724 22 computer computer NOUN dad-11686 724 23 - - PUNCT dad-11686 724 24 supported support VERB dad-11686 724 25 collaborative collaborative ADJ dad-11686 724 26 learning learning NOUN dad-11686 724 27 , , PUNCT dad-11686 724 28 computer computer NOUN dad-11686 724 29 - - PUNCT dad-11686 724 30 supported support VERB dad-11686 724 31 collaborative collaborative ADJ dad-11686 724 32 learning learning NOUN dad-11686 724 33 series series NOUN dad-11686 724 34 , , PUNCT dad-11686 724 35 pages page NOUN dad-11686 724 36 585–604 585–604 NUM dad-11686 724 37 . . PUNCT dad-11686 725 1 springer springer NOUN dad-11686 725 2 international international ADJ dad-11686 725 3 publishing publishing NOUN dad-11686 725 4 , , PUNCT dad-11686 725 5 2021 2021 NUM dad-11686 725 6 . . PUNCT dad-11686 726 1 doi doi NOUN dad-11686 726 2 : : PUNCT dad-11686 726 3 10 10 NUM dad-11686 726 4 . . PUNCT dad-11686 726 5 1007 1007 NUM dad-11686 726 6 / / SYM dad-11686 726 7 978 978 NUM dad-11686 726 8 - - SYM dad-11686 726 9 3 3 NUM dad-11686 726 10 - - PUNCT dad-11686 726 11 030 030 NUM dad-11686 726 12 - - PUNCT dad-11686 726 13 65291 65291 NUM dad-11686 726 14 - - SYM dad-11686 726 15 3 3 NUM dad-11686 726 16 32 32 NUM dad-11686 726 17 . . PUNCT dad-11686 727 1 kristy kristy PROPN dad-11686 727 2 boyer boyer PROPN dad-11686 727 3 , , PUNCT dad-11686 727 4 eun eun PROPN dad-11686 727 5 young young PROPN dad-11686 727 6 ha ha PROPN dad-11686 727 7 , , PUNCT dad-11686 727 8 robert robert PROPN dad-11686 727 9 phillips phillips PROPN dad-11686 727 10 , , PUNCT dad-11686 727 11 michael michael PROPN dad-11686 727 12 wallis wallis PROPN dad-11686 727 13 , , PUNCT dad-11686 727 14 mladen mladen PROPN dad-11686 727 15 vouk vouk PROPN dad-11686 727 16 , , PUNCT dad-11686 727 17 and and CCONJ dad-11686 727 18 james james PROPN dad-11686 727 19 lester lester PROPN dad-11686 727 20 . . PUNCT dad-11686 728 1 dialogue dialogue PROPN dad-11686 728 2 act act VERB dad-11686 728 3 modeling modeling NOUN dad-11686 728 4 in in ADP dad-11686 728 5 a a DET dad-11686 728 6 complex complex ADJ dad-11686 728 7 task task NOUN dad-11686 728 8 - - PUNCT dad-11686 728 9 oriented orient VERB dad-11686 728 10 domain domain NOUN dad-11686 728 11 . . PUNCT dad-11686 729 1 in in ADP dad-11686 729 2 proceedings proceeding NOUN dad-11686 729 3 of of ADP dad-11686 729 4 sigdial sigdial ADJ dad-11686 729 5 2010 2010 NUM dad-11686 729 6 : : PUNCT dad-11686 729 7 the the DET dad-11686 729 8 11th 11th ADJ dad-11686 729 9 annual annual ADJ dad-11686 729 10 meeting meeting NOUN dad-11686 729 11 of of ADP dad-11686 729 12 the the DET dad-11686 729 13 special special ADJ dad-11686 729 14 interest interest NOUN dad-11686 729 15 group group NOUN dad-11686 729 16 on on ADP dad-11686 729 17 discourse discourse NOUN dad-11686 729 18 and and CCONJ dad-11686 729 19 dialogue dialogue NOUN dad-11686 729 20 , , PUNCT dad-11686 729 21 pages page NOUN dad-11686 729 22 297 297 NUM dad-11686 729 23 – – PUNCT dad-11686 729 24 305 305 NUM dad-11686 729 25 . . PUNCT dad-11686 729 26 association association NOUN dad-11686 729 27 for for ADP dad-11686 729 28 computational computational ADJ dad-11686 729 29 linguistics linguistic NOUN dad-11686 729 30 , , PUNCT dad-11686 729 31 september september PROPN dad-11686 729 32 2010 2010 NUM dad-11686 729 33 . . PUNCT dad-11686 730 1 susan susan PROPN dad-11686 730 2 e e PROPN dad-11686 730 3 brennan brennan PROPN dad-11686 730 4 and and CCONJ dad-11686 730 5 herbert herbert PROPN dad-11686 730 6 h h PROPN dad-11686 730 7 clark clark PROPN dad-11686 730 8 . . PUNCT dad-11686 731 1 conceptual conceptual ADJ dad-11686 731 2 pacts pact NOUN dad-11686 731 3 and and CCONJ dad-11686 731 4 lexical lexical ADJ dad-11686 731 5 choice choice NOUN dad-11686 731 6 in in ADP dad-11686 731 7 conversation conversation NOUN dad-11686 731 8 . . PUNCT dad-11686 732 1 journal journal NOUN dad-11686 732 2 of of ADP dad-11686 732 3 experimental experimental ADJ dad-11686 732 4 psychology psychology NOUN dad-11686 732 5 : : PUNCT dad-11686 732 6 learning learning NOUN dad-11686 732 7 , , PUNCT dad-11686 732 8 memory memory NOUN dad-11686 732 9 , , PUNCT dad-11686 732 10 and and CCONJ dad-11686 732 11 cognition cognition NOUN dad-11686 732 12 , , PUNCT dad-11686 732 13 22(6):1482–1493 22(6):1482–1493 NUM dad-11686 732 14 , , PUNCT dad-11686 732 15 1996 1996 NUM dad-11686 732 16 . . PUNCT dad-11686 733 1 doi doi NOUN dad-11686 733 2 : : PUNCT dad-11686 733 3 10.1037/0278 10.1037/0278 NUM dad-11686 733 4 - - SYM dad-11686 733 5 7393.22.6.1482 7393.22.6.1482 PROPN dad-11686 733 6 . . PUNCT dad-11686 734 1 susan susan PROPN dad-11686 734 2 e e PROPN dad-11686 734 3 brennan brennan PROPN dad-11686 734 4 and and CCONJ dad-11686 734 5 maurice maurice PROPN dad-11686 734 6 williams williams PROPN dad-11686 734 7 . . PUNCT dad-11686 735 1 the the DET dad-11686 735 2 feeling feeling NOUN dad-11686 735 3 of of ADP dad-11686 735 4 another another PRON dad-11686 735 5 ’s ’s NOUN dad-11686 735 6 knowing know VERB dad-11686 735 7 : : PUNCT dad-11686 735 8 prosody prosody NOUN dad-11686 735 9 and and CCONJ dad-11686 735 10 filled fill VERB dad-11686 735 11 pauses pause NOUN dad-11686 735 12 as as ADP dad-11686 735 13 cues cue NOUN dad-11686 735 14 to to ADP dad-11686 735 15 listeners listener NOUN dad-11686 735 16 about about ADP dad-11686 735 17 the the DET dad-11686 735 18 metacognitive metacognitive ADJ dad-11686 735 19 states state NOUN dad-11686 735 20 of of ADP dad-11686 735 21 speakers speaker NOUN dad-11686 735 22 . . PUNCT dad-11686 736 1 journal journal PROPN dad-11686 736 2 of of ADP dad-11686 736 3 memory memory NOUN dad-11686 736 4 and and CCONJ dad-11686 736 5 language language NOUN dad-11686 736 6 , , PUNCT dad-11686 736 7 34(3):383–398 34(3):383–398 PROPN dad-11686 736 8 , , PUNCT dad-11686 736 9 1995 1995 NUM dad-11686 736 10 . . PUNCT dad-11686 737 1 doi doi NOUN dad-11686 737 2 : : PUNCT dad-11686 737 3 10.1006 10.1006 NUM dad-11686 737 4 / / SYM dad-11686 737 5 jmla.1995.1017 jmla.1995.1017 ADV dad-11686 737 6 . . PUNCT dad-11686 738 1 fabrizio fabrizio PROPN dad-11686 738 2 butera butera PROPN dad-11686 738 3 , , PUNCT dad-11686 738 4 nicolas nicolas PROPN dad-11686 738 5 sommet sommet PROPN dad-11686 738 6 , , PUNCT dad-11686 738 7 and and CCONJ dad-11686 738 8 céline céline AUX dad-11686 738 9 darnon darnon NOUN dad-11686 738 10 . . PUNCT dad-11686 739 1 sociocognitive sociocognitive ADJ dad-11686 739 2 conflict conflict NOUN dad-11686 739 3 regulation regulation NOUN dad-11686 739 4 : : PUNCT dad-11686 739 5 how how SCONJ dad-11686 739 6 to to PART dad-11686 739 7 make make VERB dad-11686 739 8 sense sense NOUN dad-11686 739 9 of of ADP dad-11686 739 10 diverging diverge VERB dad-11686 739 11 ideas idea NOUN dad-11686 739 12 . . PUNCT dad-11686 740 1 current current ADJ dad-11686 740 2 directions direction NOUN dad-11686 740 3 in in ADP dad-11686 740 4 psychological psychological ADJ dad-11686 740 5 science science NOUN dad-11686 740 6 , , PUNCT dad-11686 740 7 28(2):145–151 28(2):145–151 PROPN dad-11686 740 8 , , PUNCT dad-11686 740 9 2019 2019 NUM dad-11686 740 10 . . PUNCT dad-11686 741 1 doi doi NOUN dad-11686 741 2 : : PUNCT dad-11686 741 3 10.1177/0963721418813986 10.1177/0963721418813986 NUM dad-11686 741 4 . . PUNCT dad-11686 742 1 herbert herbert PROPN dad-11686 742 2 h. h. PROPN dad-11686 742 3 clark clark PROPN dad-11686 742 4 and and CCONJ dad-11686 742 5 susan susan PROPN dad-11686 742 6 e. e. PROPN dad-11686 742 7 brennan brennan PROPN dad-11686 742 8 . . PUNCT dad-11686 743 1 grounding ground VERB dad-11686 743 2 in in ADP dad-11686 743 3 communication communication NOUN dad-11686 743 4 . . PUNCT dad-11686 744 1 in in ADP dad-11686 744 2 l. l. PROPN dad-11686 744 3 b. b. PROPN dad-11686 744 4 resnick resnick PROPN dad-11686 744 5 , , PUNCT dad-11686 744 6 j. j. PROPN dad-11686 744 7 m. m. PROPN dad-11686 744 8 levine levine PROPN dad-11686 744 9 , , PUNCT dad-11686 744 10 and and CCONJ dad-11686 744 11 s. s. PROPN dad-11686 744 12 d. d. PROPN dad-11686 744 13 teasley teasley PROPN dad-11686 744 14 , , PUNCT dad-11686 744 15 editors editor NOUN dad-11686 744 16 , , PUNCT dad-11686 744 17 perspectives perspective NOUN dad-11686 744 18 on on ADP dad-11686 744 19 socially socially ADV dad-11686 744 20 shared share VERB dad-11686 744 21 cognition cognition NOUN dad-11686 744 22 , , PUNCT dad-11686 744 23 pages page NOUN dad-11686 744 24 127–149 127–149 NUM dad-11686 744 25 . . PUNCT dad-11686 745 1 american american ADJ dad-11686 745 2 psychological psychological PROPN dad-11686 745 3 association association PROPN dad-11686 745 4 , , PUNCT dad-11686 745 5 1991 1991 NUM dad-11686 745 6 . . PUNCT dad-11686 746 1 doi doi NOUN dad-11686 746 2 : : PUNCT dad-11686 746 3 10.1037/10096 10.1037/10096 NUM dad-11686 746 4 - - SYM dad-11686 746 5 006 006 NUM dad-11686 746 6 . . PUNCT dad-11686 747 1 herbert herbert PROPN dad-11686 747 2 h. h. PROPN dad-11686 747 3 clark clark PROPN dad-11686 747 4 and and CCONJ dad-11686 747 5 edward edward PROPN dad-11686 747 6 f. f. PROPN dad-11686 747 7 schaefer schaefer PROPN dad-11686 747 8 . . PUNCT dad-11686 748 1 contributing contribute VERB dad-11686 748 2 to to PART dad-11686 748 3 discourse discourse VERB dad-11686 748 4 . . PUNCT dad-11686 749 1 cognitive cognitive ADJ dad-11686 749 2 science science NOUN dad-11686 749 3 , , PUNCT dad-11686 749 4 13(2 13(2 NUM dad-11686 749 5 ): ): PUNCT dad-11686 749 6 259–294 259–294 NUM dad-11686 749 7 , , PUNCT dad-11686 749 8 1989 1989 NUM dad-11686 749 9 . . PUNCT dad-11686 750 1 doi doi NOUN dad-11686 750 2 : : PUNCT dad-11686 750 3 10.1016/0364 10.1016/0364 NUM dad-11686 750 4 - - SYM dad-11686 750 5 0213(89)90008 0213(89)90008 NOUN dad-11686 750 6 - - PUNCT dad-11686 750 7 6 6 NUM dad-11686 750 8 . . NOUN dad-11686 750 9 35 35 NUM dad-11686 750 10 http://doi.org/10.1111/j.0956-7976.2004.00723.x http://doi.org/10.1111/j.0956-7976.2004.00723.x NOUN dad-11686 750 11 http://doi.org/10.1037/0278-7393.33.5.914 http://doi.org/10.1037/0278-7393.33.5.914 VERB dad-11686 750 12 http://doi.org/10.1007/s11412-021-09359-1 http://doi.org/10.1007/s11412-021-09359-1 PRON dad-11686 750 13 http://doi.org/10.1007/s11412-021-09359-1 http://doi.org/10.1007/s11412-021-09359-1 PRON dad-11686 750 14 http://hdl.handle.net/10092/247 http://hdl.handle.net/10092/247 X dad-11686 751 1 http://doi.org/10.1007/978-3-030-65291-3_32 http://doi.org/10.1007/978-3-030-65291-3_32 PROPN dad-11686 751 2 http://doi.org/10.1007/978-3-030-65291-3_32 http://doi.org/10.1007/978-3-030-65291-3_32 PROPN dad-11686 751 3 http://doi.org/10.1037/0278-7393.22.6.1482 http://doi.org/10.1037/0278-7393.22.6.1482 ADJ dad-11686 751 4 http://doi.org/10.1006/jmla.1995.1017 http://doi.org/10.1006/jmla.1995.1017 PROPN dad-11686 751 5 http://doi.org/10.1177/0963721418813986 http://doi.org/10.1177/0963721418813986 ADJ dad-11686 751 6 http://doi.org/10.1037/10096-006 http://doi.org/10.1037/10096-006 ADJ dad-11686 751 7 http://doi.org/10.1016/0364-0213(89)90008-6 http://doi.org/10.1016/0364-0213(89)90008-6 PROPN dad-11686 751 8 utku utku ADJ dad-11686 751 9 norman∗ norman∗ NOUN dad-11686 751 10 , , PUNCT dad-11686 751 11 tanvi tanvi NOUN dad-11686 751 12 dinkar∗ dinkar∗ NOUN dad-11686 751 13 , , PUNCT dad-11686 751 14 barbara barbara PROPN dad-11686 751 15 bruno bruno PROPN dad-11686 751 16 , , PUNCT dad-11686 751 17 and and CCONJ dad-11686 751 18 chloé chloé VERB dad-11686 751 19 clavel clavel PROPN dad-11686 751 20 herbert herbert PROPN dad-11686 751 21 h. h. PROPN dad-11686 751 22 clark clark PROPN dad-11686 751 23 and and CCONJ dad-11686 751 24 deanna deanna PROPN dad-11686 751 25 wilkes wilkes PROPN dad-11686 751 26 - - PUNCT dad-11686 751 27 gibbs gibbs PROPN dad-11686 751 28 . . PUNCT dad-11686 752 1 referring refer VERB dad-11686 752 2 as as ADP dad-11686 752 3 a a DET dad-11686 752 4 collaborative collaborative ADJ dad-11686 752 5 process process NOUN dad-11686 752 6 . . PUNCT dad-11686 753 1 cognition cognition NOUN dad-11686 753 2 , , PUNCT dad-11686 753 3 22 22 NUM dad-11686 753 4 ( ( PUNCT dad-11686 753 5 1):1–39 1):1–39 PROPN dad-11686 753 6 , , PUNCT dad-11686 753 7 1986 1986 NUM dad-11686 753 8 . . PUNCT dad-11686 754 1 doi doi NOUN dad-11686 754 2 : : PUNCT dad-11686 754 3 10.1016/0010 10.1016/0010 NUM dad-11686 754 4 - - SYM dad-11686 754 5 0277(86)90010 0277(86)90010 NOUN dad-11686 754 6 - - PUNCT dad-11686 754 7 7 7 NUM dad-11686 754 8 . . PUNCT dad-11686 754 9 pierre pierre PROPN dad-11686 754 10 dillenbourg dillenbourg NOUN dad-11686 754 11 . . PUNCT dad-11686 755 1 what what PRON dad-11686 755 2 do do AUX dad-11686 755 3 you you PRON dad-11686 755 4 mean mean VERB dad-11686 755 5 by by ADP dad-11686 755 6 collaborative collaborative ADJ dad-11686 755 7 learning learning NOUN dad-11686 755 8 ? ? PUNCT dad-11686 756 1 in in ADP dad-11686 756 2 pierre pierre PROPN dad-11686 756 3 dillenbourg dillenbourg PROPN dad-11686 756 4 , , PUNCT dad-11686 756 5 editor editor NOUN dad-11686 756 6 , , PUNCT dad-11686 756 7 collaborative collaborative NOUN dad-11686 756 8 - - PUNCT dad-11686 756 9 learning learning NOUN dad-11686 756 10 : : PUNCT dad-11686 756 11 cognitive cognitive ADJ dad-11686 756 12 and and CCONJ dad-11686 756 13 computational computational ADJ dad-11686 756 14 approaches approach NOUN dad-11686 756 15 , , PUNCT dad-11686 756 16 pages page NOUN dad-11686 756 17 1–19 1–19 PROPN dad-11686 756 18 . . PUNCT dad-11686 757 1 oxford oxford NOUN dad-11686 757 2 : : PUNCT dad-11686 757 3 elsevier elsevier NOUN dad-11686 757 4 , , PUNCT dad-11686 757 5 1999 1999 NUM dad-11686 757 6 . . PUNCT dad-11686 758 1 pierre pierre PROPN dad-11686 758 2 dillenbourg dillenbourg NOUN dad-11686 758 3 and and CCONJ dad-11686 758 4 david david PROPN dad-11686 758 5 traum traum PROPN dad-11686 758 6 . . PUNCT dad-11686 759 1 sharing share VERB dad-11686 759 2 solutions solution NOUN dad-11686 759 3 : : PUNCT dad-11686 759 4 persistence persistence NOUN dad-11686 759 5 and and CCONJ dad-11686 759 6 grounding grounding NOUN dad-11686 759 7 in in ADP dad-11686 759 8 multimodal multimodal ADJ dad-11686 759 9 collaborative collaborative ADJ dad-11686 759 10 problem problem NOUN dad-11686 759 11 solving solving NOUN dad-11686 759 12 . . PUNCT dad-11686 760 1 journal journal NOUN dad-11686 760 2 of of ADP dad-11686 760 3 the the DET dad-11686 760 4 learning learn VERB dad-11686 760 5 sciences science NOUN dad-11686 760 6 , , PUNCT dad-11686 760 7 15(1):121–151 15(1):121–151 PROPN dad-11686 760 8 , , PUNCT dad-11686 760 9 2006 2006 NUM dad-11686 760 10 . . PUNCT dad-11686 761 1 doi doi NOUN dad-11686 761 2 : : PUNCT dad-11686 761 3 10.1207 10.1207 NUM dad-11686 761 4 / / SYM dad-11686 761 5 s15327809jls1501 s15327809jls1501 ADJ dad-11686 761 6 9 9 NUM dad-11686 761 7 . . PUNCT dad-11686 761 8 willem willem PROPN dad-11686 761 9 doise doise PROPN dad-11686 761 10 and and CCONJ dad-11686 761 11 gabriel gabriel PROPN dad-11686 761 12 mugny mugny PROPN dad-11686 761 13 . . PUNCT dad-11686 762 1 the the DET dad-11686 762 2 social social ADJ dad-11686 762 3 development development NOUN dad-11686 762 4 of of ADP dad-11686 762 5 the the DET dad-11686 762 6 intellect intellect NOUN dad-11686 762 7 , , PUNCT dad-11686 762 8 volume volume NOUN dad-11686 762 9 10 10 NUM dad-11686 762 10 of of ADP dad-11686 762 11 international international ADJ dad-11686 762 12 series series NOUN dad-11686 762 13 in in ADP dad-11686 762 14 experimental experimental ADJ dad-11686 762 15 social social ADJ dad-11686 762 16 psychology psychology NOUN dad-11686 762 17 . . PUNCT dad-11686 763 1 pergamon pergamon PROPN dad-11686 763 2 press press PROPN dad-11686 763 3 , , PUNCT dad-11686 763 4 1984 1984 NUM dad-11686 763 5 . . PUNCT dad-11686 764 1 original original ADJ dad-11686 764 2 work work NOUN dad-11686 764 3 le le X dad-11686 764 4 développement développement VERB dad-11686 764 5 social social PROPN dad-11686 764 6 de de X dad-11686 764 7 l’intelligence l’intelligence PROPN dad-11686 764 8 published publish VERB dad-11686 764 9 in in ADP dad-11686 764 10 1981 1981 NUM dad-11686 764 11 . . PUNCT dad-11686 765 1 guillaume guillaume PROPN dad-11686 765 2 dubuisson dubuisson PROPN dad-11686 765 3 duplessis duplessis PROPN dad-11686 765 4 , , PUNCT dad-11686 765 5 chloé chloé NOUN dad-11686 765 6 clavel clavel ADJ dad-11686 765 7 , , PUNCT dad-11686 765 8 and and CCONJ dad-11686 765 9 frédéric frédéric ADJ dad-11686 765 10 landragin landragin NOUN dad-11686 765 11 . . PUNCT dad-11686 766 1 automatic automatic ADJ dad-11686 766 2 measures measure NOUN dad-11686 766 3 to to PART dad-11686 766 4 characterise characterise VERB dad-11686 766 5 verbal verbal ADJ dad-11686 766 6 alignment alignment NOUN dad-11686 766 7 in in ADP dad-11686 766 8 human human ADJ dad-11686 766 9 - - PUNCT dad-11686 766 10 agent agent NOUN dad-11686 766 11 interaction interaction NOUN dad-11686 766 12 . . PUNCT dad-11686 767 1 in in ADP dad-11686 767 2 proceedings proceeding NOUN dad-11686 767 3 of of ADP dad-11686 767 4 the the DET dad-11686 767 5 18th 18th ADJ dad-11686 767 6 annual annual ADJ dad-11686 767 7 sigdial sigdial ADJ dad-11686 767 8 meeting meeting NOUN dad-11686 767 9 on on ADP dad-11686 767 10 discourse discourse NOUN dad-11686 767 11 and and CCONJ dad-11686 767 12 dialogue dialogue NOUN dad-11686 767 13 , , PUNCT dad-11686 767 14 pages page NOUN dad-11686 767 15 71–81 71–81 NUM dad-11686 767 16 . . PUNCT dad-11686 768 1 association association NOUN dad-11686 768 2 for for ADP dad-11686 768 3 computational computational ADJ dad-11686 768 4 linguistics linguistic NOUN dad-11686 768 5 , , PUNCT dad-11686 768 6 2017 2017 NUM dad-11686 768 7 . . PUNCT dad-11686 769 1 doi doi NOUN dad-11686 769 2 : : PUNCT dad-11686 769 3 10.18653 10.18653 NUM dad-11686 769 4 / / SYM dad-11686 769 5 v1 v1 NOUN dad-11686 769 6 / / SYM dad-11686 769 7 w17 w17 NOUN dad-11686 769 8 - - PUNCT dad-11686 769 9 5510 5510 NUM dad-11686 769 10 . . PUNCT dad-11686 770 1 guillaume guillaume PROPN dad-11686 770 2 dubuisson dubuisson PROPN dad-11686 770 3 duplessis duplessis PROPN dad-11686 770 4 , , PUNCT dad-11686 770 5 caroline caroline PROPN dad-11686 770 6 langlet langlet PROPN dad-11686 770 7 , , PUNCT dad-11686 770 8 chloé chloé NOUN dad-11686 770 9 clavel clavel ADJ dad-11686 770 10 , , PUNCT dad-11686 770 11 and and CCONJ dad-11686 770 12 frédéric frédéric ADJ dad-11686 770 13 landragin landragin NOUN dad-11686 770 14 . . PUNCT dad-11686 771 1 towards towards ADP dad-11686 771 2 alignment alignment NOUN dad-11686 771 3 strategies strategy NOUN dad-11686 771 4 in in ADP dad-11686 771 5 human human ADJ dad-11686 771 6 - - PUNCT dad-11686 771 7 agent agent NOUN dad-11686 771 8 interactions interaction NOUN dad-11686 771 9 based base VERB dad-11686 771 10 on on ADP dad-11686 771 11 measures measure NOUN dad-11686 771 12 of of ADP dad-11686 771 13 lexical lexical ADJ dad-11686 771 14 repetitions repetition NOUN dad-11686 771 15 . . PUNCT dad-11686 772 1 language language NOUN dad-11686 772 2 resources resource NOUN dad-11686 772 3 and and CCONJ dad-11686 772 4 evaluation evaluation NOUN dad-11686 772 5 , , PUNCT dad-11686 772 6 55(2):353–388 55(2):353–388 NUM dad-11686 772 7 , , PUNCT dad-11686 772 8 june june PROPN dad-11686 772 9 2021 2021 NUM dad-11686 772 10 . . PUNCT dad-11686 773 1 doi doi NOUN dad-11686 773 2 : : PUNCT dad-11686 773 3 10 10 NUM dad-11686 773 4 . . X dad-11686 773 5 1007 1007 NUM dad-11686 773 6 / / SYM dad-11686 773 7 s10579 s10579 NOUN dad-11686 773 8 - - PUNCT dad-11686 773 9 021 021 NUM dad-11686 773 10 - - PUNCT dad-11686 773 11 09532 09532 NUM dad-11686 773 12 - - PUNCT dad-11686 773 13 w. w. PROPN dad-11686 773 14 pinar pinar PROPN dad-11686 773 15 dönmez dönmez PROPN dad-11686 773 16 , , PUNCT dad-11686 773 17 carolyn carolyn PROPN dad-11686 773 18 rosé rosé PROPN dad-11686 773 19 , , PUNCT dad-11686 773 20 karsten karsten PROPN dad-11686 773 21 stegmann stegmann PROPN dad-11686 773 22 , , PUNCT dad-11686 773 23 armin armin PROPN dad-11686 773 24 weinberger weinberger PROPN dad-11686 773 25 , , PUNCT dad-11686 773 26 and and CCONJ dad-11686 773 27 frank frank PROPN dad-11686 773 28 fischer fischer PROPN dad-11686 773 29 . . PUNCT dad-11686 774 1 supporting support VERB dad-11686 774 2 cscl cscl NOUN dad-11686 774 3 with with ADP dad-11686 774 4 automatic automatic ADJ dad-11686 774 5 corpus corpus NOUN dad-11686 774 6 analysis analysis NOUN dad-11686 774 7 technology technology NOUN dad-11686 774 8 . . PUNCT dad-11686 775 1 in in ADP dad-11686 775 2 cscl cscl NOUN dad-11686 775 3 ’ ' PUNCT dad-11686 775 4 05 05 NUM dad-11686 775 5 : : PUNCT dad-11686 775 6 proceedings proceeding NOUN dad-11686 775 7 of of ADP dad-11686 775 8 th th NUM dad-11686 775 9 2005 2005 NUM dad-11686 775 10 conference conference NOUN dad-11686 775 11 on on ADP dad-11686 775 12 computer computer NOUN dad-11686 775 13 support support NOUN dad-11686 775 14 for for ADP dad-11686 775 15 collaborative collaborative ADJ dad-11686 775 16 learning learning NOUN dad-11686 775 17 : : PUNCT dad-11686 775 18 learning learn VERB dad-11686 775 19 2005 2005 NUM dad-11686 775 20 : : PUNCT dad-11686 775 21 the the DET dad-11686 775 22 next next ADJ dad-11686 775 23 10 10 NUM dad-11686 775 24 years year NOUN dad-11686 775 25 ! ! PUNCT dad-11686 775 26 , , PUNCT dad-11686 775 27 pages page NOUN dad-11686 775 28 125–134 125–134 NUM dad-11686 775 29 , , PUNCT dad-11686 775 30 2005 2005 NUM dad-11686 775 31 . . PUNCT dad-11686 776 1 doi doi NOUN dad-11686 776 2 : : PUNCT dad-11686 776 3 10.3115/1149293.1149310 10.3115/1149293.1149310 NUM dad-11686 776 4 . . PUNCT dad-11686 777 1 sidney sidney PROPN dad-11686 777 2 d’mello d’mello PROPN dad-11686 777 3 and and CCONJ dad-11686 777 4 art art NOUN dad-11686 777 5 graesser graesser NOUN dad-11686 777 6 . . PUNCT dad-11686 778 1 design design NOUN dad-11686 778 2 of of ADP dad-11686 778 3 dialog dialog NOUN dad-11686 778 4 - - PUNCT dad-11686 778 5 based base VERB dad-11686 778 6 intelligent intelligent ADJ dad-11686 778 7 tutoring tutoring NOUN dad-11686 778 8 systems system NOUN dad-11686 778 9 to to PART dad-11686 778 10 simulate simulate VERB dad-11686 778 11 human human NOUN dad-11686 778 12 - - PUNCT dad-11686 778 13 to to ADP dad-11686 778 14 - - PUNCT dad-11686 778 15 human human NOUN dad-11686 778 16 tutoring tutoring NOUN dad-11686 778 17 . . PUNCT dad-11686 779 1 in in ADP dad-11686 779 2 amy amy PROPN dad-11686 779 3 neustein neustein PROPN dad-11686 779 4 and and CCONJ dad-11686 779 5 judith judith PROPN dad-11686 779 6 a. a. PROPN dad-11686 779 7 markowitz markowitz PROPN dad-11686 779 8 , , PUNCT dad-11686 779 9 editors editor NOUN dad-11686 779 10 , , PUNCT dad-11686 779 11 where where SCONJ dad-11686 779 12 humans human NOUN dad-11686 779 13 meet meet VERB dad-11686 779 14 machines machine NOUN dad-11686 779 15 : : PUNCT dad-11686 779 16 innovative innovative ADJ dad-11686 779 17 solutions solution NOUN dad-11686 779 18 for for ADP dad-11686 779 19 knotty knotty ADJ dad-11686 779 20 natural natural ADJ dad-11686 779 21 - - PUNCT dad-11686 779 22 language language NOUN dad-11686 779 23 problems problem NOUN dad-11686 779 24 , , PUNCT dad-11686 779 25 pages page NOUN dad-11686 779 26 233–269 233–269 NUM dad-11686 779 27 . . PUNCT dad-11686 779 28 springer springer NOUN dad-11686 779 29 , , PUNCT dad-11686 779 30 new new PROPN dad-11686 779 31 york york PROPN dad-11686 779 32 , , PUNCT dad-11686 779 33 ny ny PROPN dad-11686 779 34 , , PUNCT dad-11686 779 35 2013 2013 NUM dad-11686 779 36 . . PUNCT dad-11686 780 1 doi doi NOUN dad-11686 780 2 : : PUNCT dad-11686 780 3 10.1007/978 10.1007/978 NUM dad-11686 780 4 - - SYM dad-11686 780 5 1 1 NUM dad-11686 780 6 - - PUNCT dad-11686 780 7 4614 4614 NUM dad-11686 780 8 - - PUNCT dad-11686 780 9 6934 6934 NUM dad-11686 780 10 - - SYM dad-11686 780 11 6 6 NUM dad-11686 780 12 11 11 NUM dad-11686 780 13 . . PUNCT dad-11686 781 1 james james PROPN dad-11686 781 2 d d PROPN dad-11686 781 3 evans evans PROPN dad-11686 781 4 . . PUNCT dad-11686 782 1 straightforward straightforward ADJ dad-11686 782 2 statistics statistic NOUN dad-11686 782 3 for for ADP dad-11686 782 4 the the DET dad-11686 782 5 behavioral behavioral ADJ dad-11686 782 6 sciences sciences PROPN dad-11686 782 7 . . PUNCT dad-11686 783 1 brooks brooks PROPN dad-11686 783 2 / / SYM dad-11686 783 3 cole cole PROPN dad-11686 783 4 publishing publishing NOUN dad-11686 783 5 company company NOUN dad-11686 783 6 , , PUNCT dad-11686 783 7 1996 1996 NUM dad-11686 783 8 . . PUNCT dad-11686 784 1 aysu aysu PROPN dad-11686 784 2 ezen ezen PROPN dad-11686 784 3 - - PUNCT dad-11686 784 4 can can AUX dad-11686 784 5 and and CCONJ dad-11686 784 6 kristy kristy PROPN dad-11686 784 7 boyer boyer PROPN dad-11686 784 8 . . PUNCT dad-11686 785 1 combining combine VERB dad-11686 785 2 task task NOUN dad-11686 785 3 and and CCONJ dad-11686 785 4 dialogue dialogue NOUN dad-11686 785 5 streams stream NOUN dad-11686 785 6 in in ADP dad-11686 785 7 unsupervised unsupervised ADJ dad-11686 785 8 dialogue dialogue NOUN dad-11686 785 9 act act NOUN dad-11686 785 10 models model NOUN dad-11686 785 11 . . PUNCT dad-11686 786 1 in in ADP dad-11686 786 2 proceedings proceeding NOUN dad-11686 786 3 of of ADP dad-11686 786 4 the the DET dad-11686 786 5 15th 15th ADJ dad-11686 786 6 annual annual ADJ dad-11686 786 7 meeting meeting NOUN dad-11686 786 8 of of ADP dad-11686 786 9 the the DET dad-11686 786 10 special special ADJ dad-11686 786 11 interest interest NOUN dad-11686 786 12 group group NOUN dad-11686 786 13 on on ADP dad-11686 786 14 discourse discourse NOUN dad-11686 786 15 and and CCONJ dad-11686 786 16 dialogue dialogue NOUN dad-11686 786 17 ( ( PUNCT dad-11686 786 18 sigdial sigdial ADJ dad-11686 786 19 ) ) PUNCT dad-11686 786 20 , , PUNCT dad-11686 786 21 pages page NOUN dad-11686 786 22 113–122 113–122 NUM dad-11686 786 23 . . PUNCT dad-11686 787 1 association association NOUN dad-11686 787 2 for for ADP dad-11686 787 3 computational computational ADJ dad-11686 787 4 linguistics linguistic NOUN dad-11686 787 5 , , PUNCT dad-11686 787 6 2014 2014 NUM dad-11686 787 7 . . PUNCT dad-11686 788 1 doi doi NOUN dad-11686 788 2 : : PUNCT dad-11686 788 3 10.3115 10.3115 NUM dad-11686 788 4 / / SYM dad-11686 788 5 v1 v1 NOUN dad-11686 788 6 / / SYM dad-11686 788 7 w14 w14 PROPN dad-11686 788 8 - - PUNCT dad-11686 788 9 4316 4316 NUM dad-11686 788 10 . . PUNCT dad-11686 789 1 aysu aysu PROPN dad-11686 789 2 ezen ezen PROPN dad-11686 789 3 - - PUNCT dad-11686 789 4 can can AUX dad-11686 789 5 and and CCONJ dad-11686 789 6 kristy kristy PROPN dad-11686 789 7 elizabeth elizabeth PROPN dad-11686 789 8 boyer boyer PROPN dad-11686 789 9 . . PUNCT dad-11686 790 1 a a DET dad-11686 790 2 tutorial tutorial ADJ dad-11686 790 3 dialogue dialogue NOUN dad-11686 790 4 system system NOUN dad-11686 790 5 for for ADP dad-11686 790 6 real real ADJ dad-11686 790 7 - - PUNCT dad-11686 790 8 time time NOUN dad-11686 790 9 evaluation evaluation NOUN dad-11686 790 10 of of ADP dad-11686 790 11 unsupervised unsupervised ADJ dad-11686 790 12 dialogue dialogue NOUN dad-11686 790 13 act act PROPN dad-11686 790 14 classifiers classifier NOUN dad-11686 790 15 : : PUNCT dad-11686 790 16 exploring explore VERB dad-11686 790 17 system system NOUN dad-11686 790 18 outcomes outcome NOUN dad-11686 790 19 . . PUNCT dad-11686 791 1 in in ADP dad-11686 791 2 cristina cristina PROPN dad-11686 791 3 conati conati PROPN dad-11686 791 4 , , PUNCT dad-11686 791 5 neil neil PROPN dad-11686 791 6 heffernan heffernan PROPN dad-11686 791 7 , , PUNCT dad-11686 791 8 antonija antonija NOUN dad-11686 791 9 mitrovic mitrovic ADJ dad-11686 791 10 , , PUNCT dad-11686 791 11 and and CCONJ dad-11686 791 12 m. m. NOUN dad-11686 791 13 felisa felisa PROPN dad-11686 791 14 verdejo verdejo PROPN dad-11686 791 15 , , PUNCT dad-11686 791 16 editors editor NOUN dad-11686 791 17 , , PUNCT dad-11686 791 18 artificial artificial ADJ dad-11686 791 19 intelligence intelligence NOUN dad-11686 791 20 in in ADP dad-11686 791 21 education education NOUN dad-11686 791 22 , , PUNCT dad-11686 791 23 lecture lecture NOUN dad-11686 791 24 notes note NOUN dad-11686 791 25 in in ADP dad-11686 791 26 computer computer NOUN dad-11686 791 27 science science NOUN dad-11686 791 28 , , PUNCT dad-11686 791 29 pages page NOUN dad-11686 791 30 105–114 105–114 NUM dad-11686 791 31 . . PUNCT dad-11686 791 32 springer springer NOUN dad-11686 791 33 international international ADJ dad-11686 791 34 publishing publishing NOUN dad-11686 791 35 , , PUNCT dad-11686 791 36 2015a 2015a NUM dad-11686 791 37 . . PUNCT dad-11686 792 1 doi doi NOUN dad-11686 792 2 : : PUNCT dad-11686 792 3 10.1007/978 10.1007/978 NUM dad-11686 792 4 - - SYM dad-11686 792 5 3 3 NUM dad-11686 792 6 - - NUM dad-11686 792 7 319 319 NUM dad-11686 792 8 - - PUNCT dad-11686 792 9 19773 19773 NUM dad-11686 792 10 - - SYM dad-11686 792 11 9 9 NUM dad-11686 792 12 11 11 NUM dad-11686 792 13 . . PUNCT dad-11686 793 1 36 36 NUM dad-11686 793 2 http://doi.org/10.1016/0010-0277(86)90010-7 http://doi.org/10.1016/0010-0277(86)90010-7 NUM dad-11686 793 3 http://doi.org/10.1207/s15327809jls1501_9 http://doi.org/10.1207/s15327809jls1501_9 X dad-11686 793 4 http://doi.org/10.18653/v1/w17-5510 http://doi.org/10.18653/v1/w17-5510 VERB dad-11686 793 5 http://doi.org/10.1007/s10579-021-09532-w http://doi.org/10.1007/s10579-021-09532-w NOUN dad-11686 793 6 http://doi.org/10.1007/s10579-021-09532-w http://doi.org/10.1007/s10579-021-09532-w NOUN dad-11686 793 7 http://doi.org/10.3115/1149293.1149310 http://doi.org/10.3115/1149293.1149310 NOUN dad-11686 793 8 http://doi.org/10.1007/978-1-4614-6934-6_11 http://doi.org/10.1007/978-1-4614-6934-6_11 VERB dad-11686 793 9 http://doi.org/10.3115/v1/w14-4316 http://doi.org/10.3115/v1/w14-4316 PROPN dad-11686 793 10 http://doi.org/10.1007/978-3-319-19773-9_11 http://doi.org/10.1007/978-3-319-19773-9_11 NOUN dad-11686 793 11 studying study VERB dad-11686 793 12 alignment alignment NOUN dad-11686 793 13 in in ADP dad-11686 793 14 a a DET dad-11686 793 15 collaborative collaborative ADJ dad-11686 793 16 learning learning NOUN dad-11686 793 17 activity activity NOUN dad-11686 793 18 via via ADP dad-11686 793 19 automatic automatic ADJ dad-11686 793 20 methods method NOUN dad-11686 793 21 aysu aysu PROPN dad-11686 793 22 ezen ezen PROPN dad-11686 793 23 - - PUNCT dad-11686 793 24 can can AUX dad-11686 793 25 and and CCONJ dad-11686 793 26 kristy kristy PROPN dad-11686 793 27 elizabeth elizabeth PROPN dad-11686 793 28 boyer boyer PROPN dad-11686 793 29 . . PUNCT dad-11686 794 1 understanding understand VERB dad-11686 794 2 student student NOUN dad-11686 794 3 language language NOUN dad-11686 794 4 : : PUNCT dad-11686 794 5 an an DET dad-11686 794 6 unsupervised unsupervised ADJ dad-11686 794 7 dialogue dialogue NOUN dad-11686 794 8 act act NOUN dad-11686 794 9 classification classification NOUN dad-11686 794 10 approach approach NOUN dad-11686 794 11 . . PUNCT dad-11686 795 1 journal journal NOUN dad-11686 795 2 of of ADP dad-11686 795 3 educational educational ADJ dad-11686 795 4 data datum NOUN dad-11686 795 5 mining mining NOUN dad-11686 795 6 , , PUNCT dad-11686 795 7 7(1):51–78 7(1):51–78 NUM dad-11686 795 8 , , PUNCT dad-11686 795 9 2015b 2015b NUM dad-11686 795 10 . . PUNCT dad-11686 796 1 doi doi NOUN dad-11686 796 2 : : PUNCT dad-11686 796 3 10.5281 10.5281 NUM dad-11686 796 4 / / SYM dad-11686 796 5 zenodo.3554708 zenodo.3554708 NUM dad-11686 796 6 . . PUNCT dad-11686 797 1 jean jean PROPN dad-11686 797 2 e. e. PROPN dad-11686 797 3 fox fox PROPN dad-11686 797 4 tree tree PROPN dad-11686 797 5 and and CCONJ dad-11686 797 6 josef josef PROPN dad-11686 797 7 c. c. PROPN dad-11686 797 8 schrock schrock PROPN dad-11686 797 9 . . PUNCT dad-11686 798 1 discourse discourse NOUN dad-11686 798 2 markers marker NOUN dad-11686 798 3 in in ADP dad-11686 798 4 spontaneous spontaneous ADJ dad-11686 798 5 speech speech NOUN dad-11686 798 6 : : PUNCT dad-11686 799 1 oh oh INTJ dad-11686 799 2 what what PRON dad-11686 799 3 a a DET dad-11686 799 4 difference difference NOUN dad-11686 799 5 an an DET dad-11686 799 6 oh oh NOUN dad-11686 799 7 makes make VERB dad-11686 799 8 . . PUNCT dad-11686 800 1 journal journal PROPN dad-11686 800 2 of of ADP dad-11686 800 3 memory memory NOUN dad-11686 800 4 and and CCONJ dad-11686 800 5 language language NOUN dad-11686 800 6 , , PUNCT dad-11686 800 7 40(2):280–295 40(2):280–295 PROPN dad-11686 800 8 , , PUNCT dad-11686 800 9 january january PROPN dad-11686 800 10 1999 1999 NUM dad-11686 800 11 . . PUNCT dad-11686 801 1 doi doi NOUN dad-11686 801 2 : : PUNCT dad-11686 801 3 10.1006 10.1006 NUM dad-11686 801 4 / / SYM dad-11686 801 5 jmla.1998.2613 jmla.1998.2613 NOUN dad-11686 801 6 . . PUNCT dad-11686 802 1 heather heather PROPN dad-11686 802 2 friedberg friedberg PROPN dad-11686 802 3 , , PUNCT dad-11686 802 4 diane diane NOUN dad-11686 802 5 litman litman NOUN dad-11686 802 6 , , PUNCT dad-11686 802 7 and and CCONJ dad-11686 802 8 susannah susannah PROPN dad-11686 802 9 b. b. PROPN dad-11686 802 10 f. f. PROPN dad-11686 802 11 paletz paletz PROPN dad-11686 802 12 . . PUNCT dad-11686 803 1 lexical lexical ADJ dad-11686 803 2 entrainment entrainment NOUN dad-11686 803 3 and and CCONJ dad-11686 803 4 success success NOUN dad-11686 803 5 in in ADP dad-11686 803 6 student student NOUN dad-11686 803 7 engineering engineering NOUN dad-11686 803 8 groups group NOUN dad-11686 803 9 . . PUNCT dad-11686 804 1 in in ADP dad-11686 804 2 2012 2012 NUM dad-11686 804 3 ieee ieee NOUN dad-11686 804 4 spoken speak VERB dad-11686 804 5 language language NOUN dad-11686 804 6 technology technology NOUN dad-11686 804 7 workshop workshop NOUN dad-11686 804 8 ( ( PUNCT dad-11686 804 9 slt slt PROPN dad-11686 804 10 ) ) PUNCT dad-11686 804 11 , , PUNCT dad-11686 804 12 pages page NOUN dad-11686 804 13 404–409 404–409 NUM dad-11686 804 14 , , PUNCT dad-11686 804 15 2012 2012 NUM dad-11686 804 16 . . PUNCT dad-11686 805 1 doi doi NOUN dad-11686 805 2 : : PUNCT dad-11686 805 3 10.1109 10.1109 NUM dad-11686 805 4 / / SYM dad-11686 805 5 slt.2012.6424258 slt.2012.6424258 PROPN dad-11686 805 6 . . PUNCT dad-11686 806 1 riccardo riccardo PROPN dad-11686 806 2 fusaroli fusaroli PROPN dad-11686 806 3 and and CCONJ dad-11686 806 4 kristian kristian PROPN dad-11686 806 5 tylén tylén PROPN dad-11686 806 6 . . PUNCT dad-11686 807 1 investigating investigate VERB dad-11686 807 2 conversational conversational ADJ dad-11686 807 3 dynamics dynamic NOUN dad-11686 807 4 : : PUNCT dad-11686 807 5 interactive interactive ADJ dad-11686 807 6 alignment alignment NOUN dad-11686 807 7 , , PUNCT dad-11686 807 8 interpersonal interpersonal ADJ dad-11686 807 9 synergy synergy NOUN dad-11686 807 10 , , PUNCT dad-11686 807 11 and and CCONJ dad-11686 807 12 collective collective ADJ dad-11686 807 13 task task NOUN dad-11686 807 14 performance performance NOUN dad-11686 807 15 . . PUNCT dad-11686 808 1 cognitive cognitive ADJ dad-11686 808 2 science science NOUN dad-11686 808 3 , , PUNCT dad-11686 808 4 40(1):145 40(1):145 NOUN dad-11686 808 5 – – PUNCT dad-11686 808 6 171 171 NUM dad-11686 808 7 , , PUNCT dad-11686 808 8 2016 2016 NUM dad-11686 808 9 . . PUNCT dad-11686 809 1 doi doi NOUN dad-11686 809 2 : : PUNCT dad-11686 809 3 10.1111 10.1111 NUM dad-11686 809 4 / / SYM dad-11686 809 5 cogs.12251 cogs.12251 PROPN dad-11686 809 6 . . PUNCT dad-11686 810 1 simon simon PROPN dad-11686 810 2 garrod garrod PROPN dad-11686 810 3 and and CCONJ dad-11686 810 4 anthony anthony PROPN dad-11686 810 5 anderson anderson PROPN dad-11686 810 6 . . PUNCT dad-11686 811 1 saying say VERB dad-11686 811 2 what what PRON dad-11686 811 3 you you PRON dad-11686 811 4 mean mean VERB dad-11686 811 5 in in ADP dad-11686 811 6 dialogue dialogue NOUN dad-11686 811 7 : : PUNCT dad-11686 811 8 a a DET dad-11686 811 9 study study NOUN dad-11686 811 10 in in ADP dad-11686 811 11 conceptual conceptual ADJ dad-11686 811 12 and and CCONJ dad-11686 811 13 semantic semantic ADJ dad-11686 811 14 co co NOUN dad-11686 811 15 - - NOUN dad-11686 811 16 ordination ordination NOUN dad-11686 811 17 . . PUNCT dad-11686 812 1 cognition cognition NOUN dad-11686 812 2 , , PUNCT dad-11686 812 3 27:181–218 27:181–218 NUM dad-11686 812 4 , , PUNCT dad-11686 812 5 1987 1987 NUM dad-11686 812 6 . . PUNCT dad-11686 813 1 doi doi NOUN dad-11686 813 2 : : PUNCT dad-11686 813 3 10 10 NUM dad-11686 813 4 . . X dad-11686 814 1 1016 1016 NUM dad-11686 814 2 / / SYM dad-11686 814 3 0010 0010 NUM dad-11686 814 4 - - PUNCT dad-11686 814 5 0277(87 0277(87 NUM dad-11686 814 6 ) ) PUNCT dad-11686 814 7 90018 90018 NUM dad-11686 814 8 - - SYM dad-11686 814 9 7 7 NUM dad-11686 814 10 . . PUNCT dad-11686 814 11 bradley bradley PROPN dad-11686 814 12 a. a. PROPN dad-11686 814 13 goodman goodman PROPN dad-11686 814 14 , , PUNCT dad-11686 814 15 frank frank PROPN dad-11686 814 16 n. n. PROPN dad-11686 814 17 linton linton PROPN dad-11686 814 18 , , PUNCT dad-11686 814 19 robert robert PROPN dad-11686 814 20 d. d. PROPN dad-11686 814 21 gaimari gaimari PROPN dad-11686 814 22 , , PUNCT dad-11686 814 23 janet janet PROPN dad-11686 814 24 m. m. PROPN dad-11686 814 25 hitzeman hitzeman NOUN dad-11686 814 26 , , PUNCT dad-11686 814 27 helen helen PROPN dad-11686 814 28 j. j. PROPN dad-11686 814 29 ross ross PROPN dad-11686 814 30 , , PUNCT dad-11686 814 31 and and CCONJ dad-11686 814 32 guido guido NOUN dad-11686 814 33 zarrella zarrella NOUN dad-11686 814 34 . . PUNCT dad-11686 815 1 using use VERB dad-11686 815 2 dialogue dialogue NOUN dad-11686 815 3 features feature NOUN dad-11686 815 4 to to PART dad-11686 815 5 predict predict VERB dad-11686 815 6 trouble trouble NOUN dad-11686 815 7 during during ADP dad-11686 815 8 collaborative collaborative ADJ dad-11686 815 9 learning learning NOUN dad-11686 815 10 . . PUNCT dad-11686 816 1 user user NOUN dad-11686 816 2 modeling modeling NOUN dad-11686 816 3 and and CCONJ dad-11686 816 4 user user NOUN dad-11686 816 5 - - PUNCT dad-11686 816 6 adapted adapt VERB dad-11686 816 7 interaction interaction NOUN dad-11686 816 8 , , PUNCT dad-11686 816 9 15(1):85–134 15(1):85–134 NUM dad-11686 816 10 , , PUNCT dad-11686 816 11 march march PROPN dad-11686 816 12 2005 2005 NUM dad-11686 816 13 . . PUNCT dad-11686 817 1 doi doi NOUN dad-11686 817 2 : : PUNCT dad-11686 817 3 10.1007/ 10.1007/ NUM dad-11686 817 4 s11257 s11257 PROPN dad-11686 817 5 - - PUNCT dad-11686 817 6 004 004 VERB dad-11686 817 7 - - PUNCT dad-11686 817 8 5269 5269 NUM dad-11686 817 9 - - PUNCT dad-11686 817 10 x. x. NOUN dad-11686 817 11 iris iris PROPN dad-11686 817 12 k. k. PROPN dad-11686 817 13 howley howley PROPN dad-11686 817 14 and and CCONJ dad-11686 817 15 carolyn carolyn PROPN dad-11686 817 16 p. p. PROPN dad-11686 817 17 rosé. rosé. PROPN dad-11686 817 18 towards towards ADP dad-11686 817 19 careful careful ADJ dad-11686 817 20 practices practice NOUN dad-11686 817 21 for for ADP dad-11686 817 22 automated automate VERB dad-11686 817 23 linguistic linguistic ADJ dad-11686 817 24 analysis analysis NOUN dad-11686 817 25 of of ADP dad-11686 817 26 group group NOUN dad-11686 817 27 learning learning NOUN dad-11686 817 28 . . PUNCT dad-11686 818 1 journal journal NOUN dad-11686 818 2 of of ADP dad-11686 818 3 learning learn VERB dad-11686 818 4 analytics analytic NOUN dad-11686 818 5 , , PUNCT dad-11686 818 6 3(3):239–262 3(3):239–262 NUM dad-11686 818 7 , , PUNCT dad-11686 818 8 2016 2016 NUM dad-11686 818 9 . . PUNCT dad-11686 819 1 doi doi NOUN dad-11686 819 2 : : PUNCT dad-11686 819 3 10.18608 10.18608 NUM dad-11686 819 4 / / SYM dad-11686 819 5 jla.2016 jla.2016 PROPN dad-11686 819 6 . . PUNCT dad-11686 820 1 33.12 33.12 NUM dad-11686 820 2 . . PUNCT dad-11686 821 1 patrick patrick PROPN dad-11686 821 2 jermann jermann PROPN dad-11686 821 3 and and CCONJ dad-11686 821 4 marc marc PROPN dad-11686 821 5 - - PUNCT dad-11686 821 6 antoine antoine PROPN dad-11686 821 7 nüssli nüssli PROPN dad-11686 821 8 . . PUNCT dad-11686 822 1 effects effect NOUN dad-11686 822 2 of of ADP dad-11686 822 3 sharing share VERB dad-11686 822 4 text text NOUN dad-11686 822 5 selections selection NOUN dad-11686 822 6 on on ADP dad-11686 822 7 gaze gaze NOUN dad-11686 822 8 crossrecurrence crossrecurrence NOUN dad-11686 822 9 and and CCONJ dad-11686 822 10 interaction interaction NOUN dad-11686 822 11 quality quality NOUN dad-11686 822 12 in in ADP dad-11686 822 13 a a DET dad-11686 822 14 pair pair NOUN dad-11686 822 15 programming programming NOUN dad-11686 822 16 task task NOUN dad-11686 822 17 . . PUNCT dad-11686 823 1 in in ADP dad-11686 823 2 proceedings proceeding NOUN dad-11686 823 3 of of ADP dad-11686 823 4 the the DET dad-11686 823 5 acm acm PROPN dad-11686 823 6 2012 2012 NUM dad-11686 823 7 conference conference NOUN dad-11686 823 8 on on ADP dad-11686 823 9 computer computer NOUN dad-11686 823 10 supported support VERB dad-11686 823 11 cooperative cooperative ADJ dad-11686 823 12 work work NOUN dad-11686 823 13 , , PUNCT dad-11686 823 14 cscw cscw VERB dad-11686 823 15 ’ ' PUNCT dad-11686 823 16 12 12 NUM dad-11686 823 17 , , PUNCT dad-11686 823 18 pages page NOUN dad-11686 823 19 1125–1134 1125–1134 NUM dad-11686 823 20 . . PUNCT dad-11686 824 1 acm acm PROPN dad-11686 824 2 , , PUNCT dad-11686 824 3 2012 2012 NUM dad-11686 824 4 . . PUNCT dad-11686 825 1 doi doi NOUN dad-11686 825 2 : : PUNCT dad-11686 825 3 10.1145/2145204.2145371 10.1145/2145204.2145371 NUM dad-11686 825 4 . . PUNCT dad-11686 826 1 patrick patrick PROPN dad-11686 826 2 jermann jermann PROPN dad-11686 826 3 , , PUNCT dad-11686 826 4 dejana dejana PROPN dad-11686 826 5 mullins mullins PROPN dad-11686 826 6 , , PUNCT dad-11686 826 7 marc marc PROPN dad-11686 826 8 - - PUNCT dad-11686 826 9 antoine antoine PROPN dad-11686 826 10 nüssli nüssli PROPN dad-11686 826 11 , , PUNCT dad-11686 826 12 and and CCONJ dad-11686 826 13 pierre pierre PROPN dad-11686 826 14 dillenbourg dillenbourg NOUN dad-11686 826 15 . . PUNCT dad-11686 827 1 collaborative collaborative ADJ dad-11686 827 2 gaze gaze NOUN dad-11686 827 3 footprints footprint NOUN dad-11686 827 4 : : PUNCT dad-11686 827 5 correlates correlate VERB dad-11686 827 6 of of ADP dad-11686 827 7 interaction interaction NOUN dad-11686 827 8 quality quality NOUN dad-11686 827 9 . . PUNCT dad-11686 828 1 connecting connect VERB dad-11686 828 2 computer computer NOUN dad-11686 828 3 - - PUNCT dad-11686 828 4 supported support VERB dad-11686 828 5 collaborative collaborative ADJ dad-11686 828 6 learning learning NOUN dad-11686 828 7 to to ADP dad-11686 828 8 policy policy NOUN dad-11686 828 9 and and CCONJ dad-11686 828 10 practice practice NOUN dad-11686 828 11 : : PUNCT dad-11686 829 1 cscl2011 cscl2011 PROPN dad-11686 829 2 conference conference NOUN dad-11686 829 3 proceedings proceeding NOUN dad-11686 829 4 . . PUNCT dad-11686 829 5 , , PUNCT dad-11686 830 1 volume volume NOUN dad-11686 830 2 i i PRON dad-11686 830 3 long long ADJ dad-11686 830 4 papers paper NOUN dad-11686 830 5 : : PUNCT dad-11686 830 6 184–191 184–191 NUM dad-11686 830 7 , , PUNCT dad-11686 830 8 2011 2011 NUM dad-11686 830 9 . . PUNCT dad-11686 831 1 manu manu PROPN dad-11686 831 2 kapur kapur PROPN dad-11686 831 3 . . PUNCT dad-11686 831 4 productive productive ADJ dad-11686 831 5 failure failure NOUN dad-11686 831 6 . . PUNCT dad-11686 832 1 cognition cognition NOUN dad-11686 832 2 and and CCONJ dad-11686 832 3 instruction instruction NOUN dad-11686 832 4 , , PUNCT dad-11686 832 5 26(3):379–424 26(3):379–424 PROPN dad-11686 832 6 , , PUNCT dad-11686 832 7 2008 2008 NUM dad-11686 832 8 . . PUNCT dad-11686 833 1 doi doi NOUN dad-11686 833 2 : : PUNCT dad-11686 833 3 10.1080/ 10.1080/ NUM dad-11686 833 4 07370000802212669 07370000802212669 NUM dad-11686 833 5 . . PUNCT dad-11686 834 1 manu manu PROPN dad-11686 834 2 kapur kapur PROPN dad-11686 834 3 and and CCONJ dad-11686 834 4 katerine katerine PROPN dad-11686 834 5 bielaczyc bielaczyc VERB dad-11686 834 6 . . PUNCT dad-11686 835 1 designing design VERB dad-11686 835 2 for for ADP dad-11686 835 3 productive productive ADJ dad-11686 835 4 failure failure NOUN dad-11686 835 5 . . PUNCT dad-11686 836 1 journal journal NOUN dad-11686 836 2 of of ADP dad-11686 836 3 the the DET dad-11686 836 4 learning learn VERB dad-11686 836 5 sciences science NOUN dad-11686 836 6 , , PUNCT dad-11686 836 7 21(1):45–83 21(1):45–83 NUM dad-11686 836 8 , , PUNCT dad-11686 836 9 2012 2012 NUM dad-11686 836 10 . . PUNCT dad-11686 837 1 doi doi NOUN dad-11686 837 2 : : PUNCT dad-11686 837 3 10.1080/10508406.2011.591717 10.1080/10508406.2011.591717 NUM dad-11686 837 4 . . PUNCT dad-11686 838 1 hanae hanae PROPN dad-11686 838 2 koiso koiso PROPN dad-11686 838 3 , , PUNCT dad-11686 838 4 yasuo yasuo PROPN dad-11686 838 5 horiuchi horiuchi PROPN dad-11686 838 6 , , PUNCT dad-11686 838 7 syun syun NOUN dad-11686 838 8 tutiya tutiya NOUN dad-11686 838 9 , , PUNCT dad-11686 838 10 akira akira PROPN dad-11686 838 11 ichikawa ichikawa PROPN dad-11686 838 12 , , PUNCT dad-11686 838 13 and and CCONJ dad-11686 838 14 yasuharu yasuharu PROPN dad-11686 838 15 den den PROPN dad-11686 838 16 . . PUNCT dad-11686 839 1 an an DET dad-11686 839 2 analysis analysis NOUN dad-11686 839 3 of of ADP dad-11686 839 4 turn turn NOUN dad-11686 839 5 - - PUNCT dad-11686 839 6 taking taking NOUN dad-11686 839 7 and and CCONJ dad-11686 839 8 backchannels backchannel NOUN dad-11686 839 9 based base VERB dad-11686 839 10 on on ADP dad-11686 839 11 prosodic prosodic ADJ dad-11686 839 12 and and CCONJ dad-11686 839 13 syntactic syntactic ADJ dad-11686 839 14 features feature NOUN dad-11686 839 15 in in ADP dad-11686 839 16 japanese japanese ADJ dad-11686 839 17 map map VERB dad-11686 839 18 task task NOUN dad-11686 839 19 dialogs dialog NOUN dad-11686 839 20 . . PUNCT dad-11686 840 1 language language NOUN dad-11686 840 2 and and CCONJ dad-11686 840 3 speech speech NOUN dad-11686 840 4 , , PUNCT dad-11686 840 5 41(3 41(3 NOUN dad-11686 840 6 - - ADJ dad-11686 840 7 4):295–321 4):295–321 NUM dad-11686 840 8 , , PUNCT dad-11686 840 9 1998 1998 NUM dad-11686 840 10 . . PUNCT dad-11686 841 1 doi doi NOUN dad-11686 841 2 : : PUNCT dad-11686 841 3 10.1177/002383099804100404 10.1177/002383099804100404 NUM dad-11686 841 4 . . NOUN dad-11686 841 5 37 37 NUM dad-11686 841 6 http://doi.org/10.5281/zenodo.3554708 http://doi.org/10.5281/zenodo.3554708 NOUN dad-11686 841 7 http://doi.org/10.1006/jmla.1998.2613 http://doi.org/10.1006/jmla.1998.2613 PROPN dad-11686 841 8 http://doi.org/10.1109/slt.2012.6424258 http://doi.org/10.1109/slt.2012.6424258 ADJ dad-11686 841 9 http://doi.org/10.1111/cogs.12251 http://doi.org/10.1111/cogs.12251 X dad-11686 841 10 http://doi.org/10.1016/0010-0277(87)90018-7 http://doi.org/10.1016/0010-0277(87)90018-7 ADJ dad-11686 841 11 http://doi.org/10.1016/0010-0277(87)90018-7 http://doi.org/10.1016/0010-0277(87)90018-7 PROPN dad-11686 841 12 http://doi.org/10.1007/s11257-004-5269-x http://doi.org/10.1007/s11257-004-5269-x NOUN dad-11686 841 13 http://doi.org/10.1007/s11257-004-5269-x http://doi.org/10.1007/s11257-004-5269-x PROPN dad-11686 841 14 http://doi.org/10.18608/jla.2016.33.12 http://doi.org/10.18608/jla.2016.33.12 PROPN dad-11686 841 15 http://doi.org/10.18608/jla.2016.33.12 http://doi.org/10.18608/jla.2016.33.12 NOUN dad-11686 841 16 http://doi.org/10.1145/2145204.2145371 http://doi.org/10.1145/2145204.2145371 NOUN dad-11686 841 17 http://doi.org/10.1080/07370000802212669 http://doi.org/10.1080/07370000802212669 NOUN dad-11686 841 18 http://doi.org/10.1080/07370000802212669 http://doi.org/10.1080/07370000802212669 NOUN dad-11686 841 19 http://doi.org/10.1080/10508406.2011.591717 http://doi.org/10.1080/10508406.2011.591717 ADJ dad-11686 841 20 http://doi.org/10.1177/002383099804100404 http://doi.org/10.1177/002383099804100404 NOUN dad-11686 841 21 utku utku ADJ dad-11686 841 22 norman∗ norman∗ NOUN dad-11686 841 23 , , PUNCT dad-11686 841 24 tanvi tanvi NOUN dad-11686 841 25 dinkar∗ dinkar∗ NOUN dad-11686 841 26 , , PUNCT dad-11686 841 27 barbara barbara PROPN dad-11686 841 28 bruno bruno PROPN dad-11686 841 29 , , PUNCT dad-11686 841 30 and and CCONJ dad-11686 841 31 chloé chloé VERB dad-11686 841 32 clavel clavel PROPN dad-11686 841 33 deanna deanna PROPN dad-11686 841 34 kuhn kuhn PROPN dad-11686 841 35 . . PUNCT dad-11686 842 1 thinking think VERB dad-11686 842 2 together together ADV dad-11686 842 3 and and CCONJ dad-11686 842 4 alone alone ADV dad-11686 842 5 . . PUNCT dad-11686 843 1 educational educational ADJ dad-11686 843 2 researcher researcher NOUN dad-11686 843 3 , , PUNCT dad-11686 843 4 44:46–53 44:46–53 NUM dad-11686 843 5 , , PUNCT dad-11686 843 6 january january PROPN dad-11686 843 7 2015 2015 NUM dad-11686 843 8 . . PUNCT dad-11686 844 1 doi doi NOUN dad-11686 844 2 : : PUNCT dad-11686 844 3 10.3102/0013189x15569530 10.3102/0013189x15569530 PROPN dad-11686 844 4 . . PROPN dad-11686 844 5 esther esther PROPN dad-11686 844 6 le le PROPN dad-11686 844 7 grezause grezause PROPN dad-11686 844 8 . . PUNCT dad-11686 845 1 um um INTJ dad-11686 845 2 and and CCONJ dad-11686 845 3 uh uh INTJ dad-11686 845 4 , , PUNCT dad-11686 845 5 and and CCONJ dad-11686 845 6 the the DET dad-11686 845 7 expression expression NOUN dad-11686 845 8 of of ADP dad-11686 845 9 stance stance NOUN dad-11686 845 10 in in ADP dad-11686 845 11 conversational conversational ADJ dad-11686 845 12 speech speech NOUN dad-11686 845 13 . . PUNCT dad-11686 846 1 phd phd NOUN dad-11686 846 2 thesis thesis PROPN dad-11686 846 3 , , PUNCT dad-11686 846 4 university university PROPN dad-11686 846 5 of of ADP dad-11686 846 6 washington washington PROPN dad-11686 846 7 , , PUNCT dad-11686 846 8 august august PROPN dad-11686 846 9 2017 2017 NUM dad-11686 846 10 . . PUNCT dad-11686 846 11 url url VERB dad-11686 846 12 http://hdl.handle.net/1773/40619 http://hdl.handle.net/1773/40619 PROPN dad-11686 846 13 . . PUNCT dad-11686 847 1 sarah sarah PROPN dad-11686 847 2 ita ita PROPN dad-11686 847 3 levitan levitan PROPN dad-11686 847 4 , , PUNCT dad-11686 847 5 jessica jessica PROPN dad-11686 847 6 xiang xiang PROPN dad-11686 847 7 , , PUNCT dad-11686 847 8 and and CCONJ dad-11686 847 9 julia julia PROPN dad-11686 847 10 hirschberg hirschberg PROPN dad-11686 847 11 . . PUNCT dad-11686 848 1 acoustic acoustic ADJ dad-11686 848 2 - - PUNCT dad-11686 848 3 prosodic prosodic ADJ dad-11686 848 4 and and CCONJ dad-11686 848 5 lexical lexical ADJ dad-11686 848 6 entrainment entrainment NOUN dad-11686 848 7 in in ADP dad-11686 848 8 deceptive deceptive ADJ dad-11686 848 9 dialogue dialogue NOUN dad-11686 848 10 . . PUNCT dad-11686 849 1 in in ADP dad-11686 849 2 proc proc NOUN dad-11686 849 3 . . PUNCT dad-11686 850 1 speech speech NOUN dad-11686 850 2 prosody prosody NOUN dad-11686 850 3 2018 2018 NUM dad-11686 850 4 , , PUNCT dad-11686 850 5 pages page NOUN dad-11686 850 6 532–536 532–536 NUM dad-11686 850 7 , , PUNCT dad-11686 850 8 2018 2018 NUM dad-11686 850 9 . . PUNCT dad-11686 851 1 doi doi NOUN dad-11686 851 2 : : PUNCT dad-11686 851 3 10.21437/ 10.21437/ NUM dad-11686 851 4 speechprosody.2018 speechprosody.2018 NOUN dad-11686 851 5 - - PUNCT dad-11686 851 6 108 108 NUM dad-11686 851 7 . . PUNCT dad-11686 852 1 diane diane PROPN dad-11686 852 2 j. j. PROPN dad-11686 852 3 litman litman PROPN dad-11686 852 4 , , PUNCT dad-11686 852 5 carolyn carolyn PROPN dad-11686 852 6 p. p. PROPN dad-11686 852 7 rosé rosé PROPN dad-11686 852 8 , , PUNCT dad-11686 852 9 kate kate PROPN dad-11686 852 10 forbes forbes PROPN dad-11686 852 11 - - PUNCT dad-11686 852 12 riley riley PROPN dad-11686 852 13 , , PUNCT dad-11686 852 14 kurt kurt PROPN dad-11686 852 15 vanlehn vanlehn PROPN dad-11686 852 16 , , PUNCT dad-11686 852 17 dumisizwe dumisizwe ADJ dad-11686 852 18 bhembe bhembe NOUN dad-11686 852 19 , , PUNCT dad-11686 852 20 and and CCONJ dad-11686 852 21 scott scott PROPN dad-11686 852 22 silliman silliman PROPN dad-11686 852 23 . . PUNCT dad-11686 853 1 spoken speak VERB dad-11686 853 2 versus versus ADP dad-11686 853 3 typed type VERB dad-11686 853 4 human human ADJ dad-11686 853 5 and and CCONJ dad-11686 853 6 computer computer NOUN dad-11686 853 7 dialogue dialogue NOUN dad-11686 853 8 tutoring tutoring NOUN dad-11686 853 9 . . PUNCT dad-11686 854 1 in in ADP dad-11686 854 2 james james PROPN dad-11686 854 3 c. c. PROPN dad-11686 854 4 lester lester PROPN dad-11686 854 5 , , PUNCT dad-11686 854 6 rosa rosa PROPN dad-11686 854 7 maria maria PROPN dad-11686 854 8 vicari vicari PROPN dad-11686 854 9 , , PUNCT dad-11686 854 10 and and CCONJ dad-11686 854 11 fábio fábio NOUN dad-11686 854 12 paraguaçu paraguaçu NOUN dad-11686 854 13 , , PUNCT dad-11686 854 14 editors editor NOUN dad-11686 854 15 , , PUNCT dad-11686 854 16 intelligent intelligent ADJ dad-11686 854 17 tutoring tutoring NOUN dad-11686 854 18 systems system NOUN dad-11686 854 19 , , PUNCT dad-11686 854 20 volume volume NOUN dad-11686 854 21 3220 3220 NUM dad-11686 854 22 of of ADP dad-11686 854 23 lecture lecture NOUN dad-11686 854 24 notes note NOUN dad-11686 854 25 in in ADP dad-11686 854 26 computer computer NOUN dad-11686 854 27 science science NOUN dad-11686 854 28 , , PUNCT dad-11686 854 29 pages page NOUN dad-11686 854 30 368–379 368–379 NUM dad-11686 854 31 . . PUNCT dad-11686 854 32 springer springer PROPN dad-11686 854 33 , , PUNCT dad-11686 854 34 berlin berlin PROPN dad-11686 854 35 , , PUNCT dad-11686 854 36 heidelberg heidelberg PROPN dad-11686 854 37 , , PUNCT dad-11686 854 38 2004 2004 NUM dad-11686 854 39 . . PUNCT dad-11686 855 1 doi doi NOUN dad-11686 855 2 : : PUNCT dad-11686 855 3 10.1007/978 10.1007/978 NUM dad-11686 855 4 - - SYM dad-11686 855 5 3 3 NUM dad-11686 855 6 - - PUNCT dad-11686 855 7 540 540 NUM dad-11686 855 8 - - PUNCT dad-11686 855 9 30139 30139 NUM dad-11686 855 10 - - SYM dad-11686 855 11 4 4 NUM dad-11686 855 12 35 35 NUM dad-11686 855 13 . . PUNCT dad-11686 856 1 samuel samuel PROPN dad-11686 856 2 louvan louvan PROPN dad-11686 856 3 and and CCONJ dad-11686 856 4 bernardo bernardo NOUN dad-11686 856 5 magnini magnini NOUN dad-11686 856 6 . . PUNCT dad-11686 857 1 recent recent ADJ dad-11686 857 2 neural neural ADJ dad-11686 857 3 methods method NOUN dad-11686 857 4 on on ADP dad-11686 857 5 slot slot NOUN dad-11686 857 6 filling filling NOUN dad-11686 857 7 and and CCONJ dad-11686 857 8 intent intent ADJ dad-11686 857 9 classification classification NOUN dad-11686 857 10 for for ADP dad-11686 857 11 task task NOUN dad-11686 857 12 - - PUNCT dad-11686 857 13 oriented orient VERB dad-11686 857 14 dialogue dialogue NOUN dad-11686 857 15 systems system NOUN dad-11686 857 16 : : PUNCT dad-11686 857 17 a a DET dad-11686 857 18 survey survey NOUN dad-11686 857 19 . . PUNCT dad-11686 858 1 in in ADP dad-11686 858 2 proceedings proceeding NOUN dad-11686 858 3 of of ADP dad-11686 858 4 the the DET dad-11686 858 5 28th 28th ADJ dad-11686 858 6 international international ADJ dad-11686 858 7 conference conference NOUN dad-11686 858 8 on on ADP dad-11686 858 9 computational computational ADJ dad-11686 858 10 linguistics linguistic NOUN dad-11686 858 11 , , PUNCT dad-11686 858 12 pages page NOUN dad-11686 858 13 480–496 480–496 NUM dad-11686 858 14 . . PUNCT dad-11686 859 1 international international ADJ dad-11686 859 2 committee committee PROPN dad-11686 859 3 on on ADP dad-11686 859 4 computational computational ADJ dad-11686 859 5 linguistics linguistic NOUN dad-11686 859 6 , , PUNCT dad-11686 859 7 2020 2020 NUM dad-11686 859 8 . . PUNCT dad-11686 860 1 doi doi NOUN dad-11686 860 2 : : PUNCT dad-11686 860 3 10.18653 10.18653 NUM dad-11686 860 4 / / SYM dad-11686 860 5 v1/2020.coling v1/2020.coling NOUN dad-11686 860 6 - - PUNCT dad-11686 860 7 main.42 main.42 NOUN dad-11686 860 8 . . PUNCT dad-11686 861 1 nichola nichola PROPN dad-11686 861 2 lubold lubold PROPN dad-11686 861 3 and and CCONJ dad-11686 861 4 heather heather PROPN dad-11686 861 5 pon pon PROPN dad-11686 861 6 - - PUNCT dad-11686 861 7 barry barry NOUN dad-11686 861 8 . . PUNCT dad-11686 862 1 acoustic acoustic ADJ dad-11686 862 2 - - PUNCT dad-11686 862 3 prosodic prosodic ADJ dad-11686 862 4 entrainment entrainment NOUN dad-11686 862 5 and and CCONJ dad-11686 862 6 rapport rapport NOUN dad-11686 862 7 in in ADP dad-11686 862 8 collaborative collaborative ADJ dad-11686 862 9 learning learning NOUN dad-11686 862 10 dialogues dialogue NOUN dad-11686 862 11 . . PUNCT dad-11686 863 1 in in ADP dad-11686 863 2 proceedings proceeding NOUN dad-11686 863 3 of of ADP dad-11686 863 4 the the DET dad-11686 863 5 2014 2014 NUM dad-11686 863 6 acm acm NOUN dad-11686 863 7 workshop workshop NOUN dad-11686 863 8 on on ADP dad-11686 863 9 multimodal multimodal ADJ dad-11686 863 10 learning learn VERB dad-11686 863 11 analytics analytic NOUN dad-11686 863 12 workshop workshop NOUN dad-11686 863 13 and and CCONJ dad-11686 863 14 grand grand ADJ dad-11686 863 15 challenge challenge NOUN dad-11686 863 16 , , PUNCT dad-11686 863 17 mla mla PROPN dad-11686 863 18 ’ ' PUNCT dad-11686 863 19 14 14 NUM dad-11686 863 20 , , PUNCT dad-11686 863 21 pages page NOUN dad-11686 863 22 5–12 5–12 PROPN dad-11686 863 23 . . PUNCT dad-11686 864 1 association association NOUN dad-11686 864 2 for for ADP dad-11686 864 3 computing compute VERB dad-11686 864 4 machinery machinery NOUN dad-11686 864 5 , , PUNCT dad-11686 864 6 2014 2014 NUM dad-11686 864 7 . . PUNCT dad-11686 865 1 doi doi NOUN dad-11686 865 2 : : PUNCT dad-11686 865 3 10.1145/2666633.2666635 10.1145/2666633.2666635 PROPN dad-11686 865 4 . . PUNCT dad-11686 866 1 nichola nichola PROPN dad-11686 866 2 lubold lubold PROPN dad-11686 866 3 , , PUNCT dad-11686 866 4 heather heather PROPN dad-11686 866 5 pon pon PROPN dad-11686 866 6 - - PUNCT dad-11686 866 7 barry barry NOUN dad-11686 866 8 , , PUNCT dad-11686 866 9 and and CCONJ dad-11686 866 10 erin erin PROPN dad-11686 866 11 walker walker PROPN dad-11686 866 12 . . PUNCT dad-11686 866 13 naturalness naturalness NOUN dad-11686 866 14 and and CCONJ dad-11686 866 15 rapport rapport NOUN dad-11686 866 16 in in ADP dad-11686 866 17 a a DET dad-11686 866 18 pitch pitch NOUN dad-11686 866 19 adaptive adaptive ADJ dad-11686 866 20 learning learn VERB dad-11686 866 21 companion companion NOUN dad-11686 866 22 . . PUNCT dad-11686 867 1 in in ADP dad-11686 867 2 2015 2015 NUM dad-11686 867 3 ieee ieee NOUN dad-11686 867 4 workshop workshop NOUN dad-11686 867 5 on on ADP dad-11686 867 6 automatic automatic ADJ dad-11686 867 7 speech speech NOUN dad-11686 867 8 recognition recognition NOUN dad-11686 867 9 and and CCONJ dad-11686 867 10 understanding understanding NOUN dad-11686 867 11 ( ( PUNCT dad-11686 867 12 asru asru PROPN dad-11686 867 13 ) ) PUNCT dad-11686 867 14 , , PUNCT dad-11686 867 15 pages page NOUN dad-11686 867 16 103–110 103–110 NUM dad-11686 867 17 , , PUNCT dad-11686 867 18 2015 2015 NUM dad-11686 867 19 . . PUNCT dad-11686 868 1 doi doi NOUN dad-11686 868 2 : : PUNCT dad-11686 868 3 10.1109 10.1109 NUM dad-11686 868 4 / / SYM dad-11686 868 5 asru.2015.7404781 asru.2015.7404781 NOUN dad-11686 868 6 . . PUNCT dad-11686 869 1 nichola nichola PROPN dad-11686 869 2 lubold lubold PROPN dad-11686 869 3 , , PUNCT dad-11686 869 4 erin erin PROPN dad-11686 869 5 walker walker PROPN dad-11686 869 6 , , PUNCT dad-11686 869 7 heather heather PROPN dad-11686 869 8 pon pon PROPN dad-11686 869 9 - - PUNCT dad-11686 869 10 barry barry NOUN dad-11686 869 11 , , PUNCT dad-11686 869 12 and and CCONJ dad-11686 869 13 amy amy PROPN dad-11686 869 14 ogan ogan PROPN dad-11686 869 15 . . PUNCT dad-11686 870 1 automated automate VERB dad-11686 870 2 pitch pitch NOUN dad-11686 870 3 convergence convergence NOUN dad-11686 870 4 improves improve VERB dad-11686 870 5 learning learn VERB dad-11686 870 6 in in ADP dad-11686 870 7 a a DET dad-11686 870 8 social social ADJ dad-11686 870 9 , , PUNCT dad-11686 870 10 teachable teachable ADJ dad-11686 870 11 robot robot NOUN dad-11686 870 12 for for ADP dad-11686 870 13 middle middle ADJ dad-11686 870 14 school school NOUN dad-11686 870 15 mathematics mathematic NOUN dad-11686 870 16 . . PUNCT dad-11686 871 1 in in ADP dad-11686 871 2 carolyn carolyn PROPN dad-11686 871 3 penstein penstein PROPN dad-11686 871 4 rosé rosé PROPN dad-11686 871 5 , , PUNCT dad-11686 871 6 roberto roberto VERB dad-11686 871 7 martı́nez martı́nez PROPN dad-11686 871 8 - - PUNCT dad-11686 871 9 maldonado maldonado PROPN dad-11686 871 10 , , PUNCT dad-11686 871 11 h. h. PROPN dad-11686 871 12 ulrich ulrich PROPN dad-11686 871 13 hoppe hoppe PROPN dad-11686 871 14 , , PUNCT dad-11686 871 15 rose rise VERB dad-11686 871 16 luckin luckin PROPN dad-11686 871 17 , , PUNCT dad-11686 871 18 manolis manolis PROPN dad-11686 871 19 mavrikis mavrikis PROPN dad-11686 871 20 , , PUNCT dad-11686 871 21 kaska kaska PROPN dad-11686 871 22 porayska porayska NOUN dad-11686 871 23 - - PUNCT dad-11686 871 24 pomsta pomsta NOUN dad-11686 871 25 , , PUNCT dad-11686 871 26 bruce bruce PROPN dad-11686 871 27 mclaren mclaren PROPN dad-11686 871 28 , , PUNCT dad-11686 871 29 and and CCONJ dad-11686 871 30 benedict benedict PROPN dad-11686 871 31 du du PROPN dad-11686 871 32 boulay boulay PROPN dad-11686 871 33 , , PUNCT dad-11686 871 34 editors editor NOUN dad-11686 871 35 , , PUNCT dad-11686 871 36 artificial artificial ADJ dad-11686 871 37 intelligence intelligence NOUN dad-11686 871 38 in in ADP dad-11686 871 39 education education NOUN dad-11686 871 40 , , PUNCT dad-11686 871 41 lecture lecture NOUN dad-11686 871 42 notes note NOUN dad-11686 871 43 in in ADP dad-11686 871 44 computer computer NOUN dad-11686 871 45 science science NOUN dad-11686 871 46 , , PUNCT dad-11686 871 47 pages page NOUN dad-11686 871 48 282–296 282–296 NUM dad-11686 871 49 . . PUNCT dad-11686 872 1 springer springer NOUN dad-11686 872 2 international international ADJ dad-11686 872 3 publishing publishing NOUN dad-11686 872 4 , , PUNCT dad-11686 872 5 2018 2018 NUM dad-11686 872 6 . . PUNCT dad-11686 873 1 doi doi NOUN dad-11686 873 2 : : PUNCT dad-11686 873 3 10.1007/978 10.1007/978 NUM dad-11686 873 4 - - SYM dad-11686 873 5 3 3 NUM dad-11686 873 6 - - NUM dad-11686 873 7 319 319 NUM dad-11686 873 8 - - PUNCT dad-11686 873 9 93843 93843 NUM dad-11686 873 10 - - SYM dad-11686 873 11 1 1 NUM dad-11686 873 12 21 21 NUM dad-11686 873 13 . . PUNCT dad-11686 874 1 divya divya PROPN dad-11686 874 2 menon menon PROPN dad-11686 874 3 , , PUNCT dad-11686 874 4 b. b. PROPN dad-11686 874 5 p. p. PROPN dad-11686 874 6 sowmya sowmya PROPN dad-11686 874 7 , , PUNCT dad-11686 874 8 margarida margarida PROPN dad-11686 874 9 romero romero PROPN dad-11686 874 10 , , PUNCT dad-11686 874 11 and and CCONJ dad-11686 874 12 thierry thierry PROPN dad-11686 874 13 viéville viéville NOUN dad-11686 874 14 . . PUNCT dad-11686 875 1 going go VERB dad-11686 875 2 beyond beyond ADP dad-11686 875 3 digital digital ADJ dad-11686 875 4 literacy literacy NOUN dad-11686 875 5 to to PART dad-11686 875 6 develop develop VERB dad-11686 875 7 computational computational ADJ dad-11686 875 8 thinking thinking NOUN dad-11686 875 9 in in ADP dad-11686 875 10 k-12 k-12 PROPN dad-11686 875 11 education education NOUN dad-11686 875 12 . . PUNCT dad-11686 876 1 in in ADP dad-11686 876 2 linda linda PROPN dad-11686 876 3 daniela daniela PROPN dad-11686 876 4 , , PUNCT dad-11686 876 5 editor editor NOUN dad-11686 876 6 , , PUNCT dad-11686 876 7 epistemological epistemological ADJ dad-11686 876 8 approaches approach NOUN dad-11686 876 9 to to ADP dad-11686 876 10 digital digital ADJ dad-11686 876 11 learning learning NOUN dad-11686 876 12 in in ADP dad-11686 876 13 educational educational ADJ dad-11686 876 14 contexts context NOUN dad-11686 876 15 . . PUNCT dad-11686 877 1 routledge routledge PROPN dad-11686 877 2 , , PUNCT dad-11686 877 3 1 1 NUM dad-11686 877 4 edition edition NOUN dad-11686 877 5 , , PUNCT dad-11686 877 6 may may PROPN dad-11686 877 7 2020 2020 NUM dad-11686 877 8 . . PUNCT dad-11686 878 1 doi doi NOUN dad-11686 878 2 : : PUNCT dad-11686 878 3 10.4324/9780429319501 10.4324/9780429319501 NUM dad-11686 878 4 - - SYM dad-11686 878 5 2 2 NUM dad-11686 878 6 . . PUNCT dad-11686 879 1 marie marie PROPN dad-11686 879 2 w w PROPN dad-11686 879 3 meteer meteer PROPN dad-11686 879 4 , , PUNCT dad-11686 879 5 ann ann PROPN dad-11686 879 6 a a DET dad-11686 879 7 taylor taylor PROPN dad-11686 879 8 , , PUNCT dad-11686 879 9 robert robert PROPN dad-11686 879 10 macintyre macintyre PROPN dad-11686 879 11 , , PUNCT dad-11686 879 12 and and CCONJ dad-11686 879 13 rukmini rukmini PROPN dad-11686 879 14 iyer iyer PROPN dad-11686 879 15 . . PUNCT dad-11686 880 1 dysfluency dysfluency NOUN dad-11686 880 2 annotation annotation NOUN dad-11686 880 3 stylebook stylebook NOUN dad-11686 880 4 for for ADP dad-11686 880 5 the the DET dad-11686 880 6 switchboard switchboard NOUN dad-11686 880 7 corpus corpus NOUN dad-11686 880 8 . . PUNCT dad-11686 881 1 university university PROPN dad-11686 881 2 of of ADP dad-11686 881 3 pennsylvania pennsylvania PROPN dad-11686 881 4 philadelphia philadelphia PROPN dad-11686 881 5 , , PUNCT dad-11686 881 6 pa pa PROPN dad-11686 881 7 , , PUNCT dad-11686 881 8 1995 1995 NUM dad-11686 881 9 . . PUNCT dad-11686 882 1 jin jin PROPN dad-11686 882 2 mu mu PROPN dad-11686 882 3 , , PUNCT dad-11686 882 4 karsten karsten PROPN dad-11686 882 5 stegmann stegmann PROPN dad-11686 882 6 , , PUNCT dad-11686 882 7 elijah elijah PROPN dad-11686 882 8 mayfield mayfield PROPN dad-11686 882 9 , , PUNCT dad-11686 882 10 carolyn carolyn PROPN dad-11686 882 11 rosé rosé PROPN dad-11686 882 12 , , PUNCT dad-11686 882 13 and and CCONJ dad-11686 882 14 frank frank PROPN dad-11686 882 15 fischer fischer PROPN dad-11686 882 16 . . PUNCT dad-11686 883 1 the the DET dad-11686 883 2 acodea acodea NOUN dad-11686 883 3 framework framework NOUN dad-11686 883 4 : : PUNCT dad-11686 883 5 developing develop VERB dad-11686 883 6 segmentation segmentation NOUN dad-11686 883 7 and and CCONJ dad-11686 883 8 classification classification NOUN dad-11686 883 9 schemes scheme NOUN dad-11686 883 10 for for ADP dad-11686 883 11 fully fully ADV dad-11686 883 12 automatic automatic ADJ dad-11686 883 13 analysis analysis NOUN dad-11686 883 14 of of ADP dad-11686 883 15 online online ADJ dad-11686 883 16 discussions discussion NOUN dad-11686 883 17 . . PUNCT dad-11686 884 1 international international ADJ dad-11686 884 2 journal journal NOUN dad-11686 884 3 of of ADP dad-11686 884 4 computer computer NOUN dad-11686 884 5 - - PUNCT dad-11686 884 6 supported support VERB dad-11686 884 7 collaborative collaborative ADJ dad-11686 884 8 learning learning NOUN dad-11686 884 9 , , PUNCT dad-11686 884 10 7 7 NUM dad-11686 884 11 : : SYM dad-11686 884 12 285–305 285–305 NUM dad-11686 884 13 , , PUNCT dad-11686 884 14 june june PROPN dad-11686 884 15 2012 2012 NUM dad-11686 884 16 . . PUNCT dad-11686 885 1 doi doi NOUN dad-11686 885 2 : : PUNCT dad-11686 885 3 10.1007 10.1007 NUM dad-11686 885 4 / / SYM dad-11686 885 5 s11412 s11412 NOUN dad-11686 885 6 - - PUNCT dad-11686 885 7 012 012 NUM dad-11686 885 8 - - PUNCT dad-11686 885 9 9147 9147 NUM dad-11686 885 10 - - PUNCT dad-11686 885 11 y. y. NOUN dad-11686 885 12 38 38 NUM dad-11686 885 13 http://doi.org/10.3102/0013189x15569530 http://doi.org/10.3102/0013189x15569530 PRON dad-11686 885 14 http://hdl.handle.net/1773/40619 http://hdl.handle.net/1773/40619 PRON dad-11686 886 1 http://doi.org/10.21437/speechprosody.2018-108 http://doi.org/10.21437/speechprosody.2018-108 CCONJ dad-11686 886 2 http://doi.org/10.21437/speechprosody.2018-108 http://doi.org/10.21437/speechprosody.2018-108 CCONJ dad-11686 887 1 http://doi.org/10.1007/978-3-540-30139-4_35 http://doi.org/10.1007/978-3-540-30139-4_35 PROPN dad-11686 887 2 http://doi.org/10.18653/v1/2020.coling-main.42 http://doi.org/10.18653/v1/2020.coling-main.42 X dad-11686 887 3 http://doi.org/10.1145/2666633.2666635 http://doi.org/10.1145/2666633.2666635 ADJ dad-11686 887 4 http://doi.org/10.1109/asru.2015.7404781 http://doi.org/10.1109/asru.2015.7404781 PROPN dad-11686 888 1 http://doi.org/10.1007/978-3-319-93843-1_21 http://doi.org/10.1007/978-3-319-93843-1_21 PRON dad-11686 888 2 http://doi.org/10.4324/9780429319501-2 http://doi.org/10.4324/9780429319501-2 NOUN dad-11686 888 3 http://doi.org/10.1007/s11412-012-9147-y http://doi.org/10.1007/s11412-012-9147-y ADJ dad-11686 888 4 studying study VERB dad-11686 888 5 alignment alignment NOUN dad-11686 888 6 in in ADP dad-11686 888 7 a a DET dad-11686 888 8 collaborative collaborative ADJ dad-11686 888 9 learning learning NOUN dad-11686 888 10 activity activity NOUN dad-11686 888 11 via via ADP dad-11686 888 12 automatic automatic ADJ dad-11686 888 13 methods method NOUN dad-11686 888 14 gabriel gabriel PROPN dad-11686 888 15 mugny mugny PROPN dad-11686 888 16 and and CCONJ dad-11686 888 17 willem willem PROPN dad-11686 888 18 doise doise PROPN dad-11686 888 19 . . PUNCT dad-11686 889 1 socio socio NOUN dad-11686 889 2 - - PUNCT dad-11686 889 3 cognitive cognitive ADJ dad-11686 889 4 conflict conflict NOUN dad-11686 889 5 and and CCONJ dad-11686 889 6 structure structure NOUN dad-11686 889 7 of of ADP dad-11686 889 8 individual individual ADJ dad-11686 889 9 and and CCONJ dad-11686 889 10 collective collective ADJ dad-11686 889 11 performances performance NOUN dad-11686 889 12 . . PUNCT dad-11686 890 1 european european ADJ dad-11686 890 2 journal journal PROPN dad-11686 890 3 of of ADP dad-11686 890 4 social social ADJ dad-11686 890 5 psychology psychology NOUN dad-11686 890 6 , , PUNCT dad-11686 890 7 8(2):181–192 8(2):181–192 NUM dad-11686 890 8 , , PUNCT dad-11686 890 9 1978 1978 NUM dad-11686 890 10 . . PUNCT dad-11686 891 1 doi doi NOUN dad-11686 891 2 : : PUNCT dad-11686 892 1 10.1002 10.1002 NUM dad-11686 892 2 / / SYM dad-11686 892 3 ejsp.2420080204 ejsp.2420080204 PROPN dad-11686 892 4 . . PROPN dad-11686 893 1 jauwairia jauwairia PROPN dad-11686 893 2 nasir nasir PROPN dad-11686 893 3 , , PUNCT dad-11686 893 4 barbara barbara PROPN dad-11686 893 5 bruno bruno PROPN dad-11686 893 6 , , PUNCT dad-11686 893 7 and and CCONJ dad-11686 893 8 pierre pierre PROPN dad-11686 893 9 dillenbourg dillenbourg NOUN dad-11686 893 10 . . PUNCT dad-11686 893 11 is be AUX dad-11686 893 12 there there PRON dad-11686 893 13 ‘ ' PUNCT dad-11686 893 14 one one NUM dad-11686 893 15 way way NOUN dad-11686 893 16 ’ ' PUNCT dad-11686 893 17 of of ADP dad-11686 893 18 learning learn VERB dad-11686 893 19 ? ? PUNCT dad-11686 894 1 a a DET dad-11686 894 2 data data NOUN dad-11686 894 3 - - PUNCT dad-11686 894 4 driven drive VERB dad-11686 894 5 approach approach NOUN dad-11686 894 6 . . PUNCT dad-11686 895 1 in in ADP dad-11686 895 2 22nd 22nd PROPN dad-11686 895 3 acm acm PROPN dad-11686 895 4 international international ADJ dad-11686 895 5 conference conference NOUN dad-11686 895 6 on on ADP dad-11686 895 7 multimodal multimodal NOUN dad-11686 895 8 interaction interaction NOUN dad-11686 895 9 , , PUNCT dad-11686 895 10 pages page NOUN dad-11686 895 11 388–391 388–391 NUM dad-11686 895 12 , , PUNCT dad-11686 895 13 october october PROPN dad-11686 895 14 2020a 2020a NUM dad-11686 895 15 . . PUNCT dad-11686 896 1 doi doi NOUN dad-11686 896 2 : : PUNCT dad-11686 896 3 10.1145/3395035.3425200 10.1145/3395035.3425200 NUM dad-11686 896 4 . . PUNCT dad-11686 897 1 jauwairia jauwairia PROPN dad-11686 897 2 nasir nasir PROPN dad-11686 897 3 , , PUNCT dad-11686 897 4 utku utku PROPN dad-11686 897 5 norman norman PROPN dad-11686 897 6 , , PUNCT dad-11686 897 7 barbara barbara PROPN dad-11686 897 8 bruno bruno PROPN dad-11686 897 9 , , PUNCT dad-11686 897 10 and and CCONJ dad-11686 897 11 pierre pierre PROPN dad-11686 897 12 dillenbourg dillenbourg NOUN dad-11686 897 13 . . PUNCT dad-11686 898 1 when when SCONJ dad-11686 898 2 positive positive ADJ dad-11686 898 3 perception perception NOUN dad-11686 898 4 of of ADP dad-11686 898 5 the the DET dad-11686 898 6 robot robot NOUN dad-11686 898 7 has have VERB dad-11686 898 8 no no DET dad-11686 898 9 effect effect NOUN dad-11686 898 10 on on ADP dad-11686 898 11 learning learn VERB dad-11686 898 12 . . PUNCT dad-11686 899 1 in in ADP dad-11686 899 2 2020 2020 NUM dad-11686 899 3 29th 29th ADJ dad-11686 899 4 ieee ieee NOUN dad-11686 899 5 international international ADJ dad-11686 899 6 conference conference NOUN dad-11686 899 7 on on ADP dad-11686 899 8 robot robot NOUN dad-11686 899 9 and and CCONJ dad-11686 899 10 human human ADJ dad-11686 899 11 interactive interactive ADJ dad-11686 899 12 communication communication NOUN dad-11686 899 13 ( ( PUNCT dad-11686 899 14 ro ro NOUN dad-11686 899 15 - - NOUN dad-11686 899 16 man man NOUN dad-11686 899 17 ) ) PUNCT dad-11686 899 18 , , PUNCT dad-11686 899 19 pages page NOUN dad-11686 899 20 313–320 313–320 NUM dad-11686 899 21 . . PUNCT dad-11686 899 22 ieee ieee NOUN dad-11686 899 23 , , PUNCT dad-11686 899 24 2020b 2020b NUM dad-11686 899 25 . . PUNCT dad-11686 900 1 doi doi NOUN dad-11686 900 2 : : PUNCT dad-11686 900 3 10.1109/ 10.1109/ NUM dad-11686 900 4 ro ro NOUN dad-11686 900 5 - - NOUN dad-11686 900 6 man47096.2020.9223343 man47096.2020.9223343 NOUN dad-11686 900 7 . . PUNCT dad-11686 901 1 jauwairia jauwairia PROPN dad-11686 901 2 nasir nasir PROPN dad-11686 901 3 , , PUNCT dad-11686 901 4 utku utku PROPN dad-11686 901 5 norman norman PROPN dad-11686 901 6 , , PUNCT dad-11686 901 7 barbara barbara PROPN dad-11686 901 8 bruno bruno PROPN dad-11686 901 9 , , PUNCT dad-11686 901 10 and and CCONJ dad-11686 901 11 pierre pierre PROPN dad-11686 901 12 dillenbourg dillenbourg NOUN dad-11686 901 13 . . PUNCT dad-11686 902 1 you you PRON dad-11686 902 2 tell tell VERB dad-11686 902 3 , , PUNCT dad-11686 902 4 i i PRON dad-11686 902 5 do do VERB dad-11686 902 6 , , PUNCT dad-11686 902 7 and and CCONJ dad-11686 902 8 we we PRON dad-11686 902 9 swap swap VERB dad-11686 902 10 until until SCONJ dad-11686 902 11 we we PRON dad-11686 902 12 connect connect VERB dad-11686 902 13 all all DET dad-11686 902 14 the the DET dad-11686 902 15 gold gold NOUN dad-11686 902 16 mines mine NOUN dad-11686 902 17 ! ! PUNCT dad-11686 903 1 ercim ercim PROPN dad-11686 903 2 news news PROPN dad-11686 903 3 , , PUNCT dad-11686 903 4 2020 2020 NUM dad-11686 903 5 ( ( PUNCT dad-11686 903 6 120 120 NUM dad-11686 903 7 ) ) PUNCT dad-11686 903 8 , , PUNCT dad-11686 903 9 2020c 2020c NUM dad-11686 903 10 . . PUNCT dad-11686 904 1 url url PROPN dad-11686 904 2 https https NOUN dad-11686 904 3 : : PUNCT dad-11686 904 4 / / SYM dad-11686 904 5 / / SYM dad-11686 904 6 ercim ercim NOUN dad-11686 904 7 - - PUNCT dad-11686 904 8 news news NOUN dad-11686 904 9 . . PUNCT dad-11686 905 1 ercim ercim PROPN dad-11686 905 2 . . PUNCT dad-11686 906 1 eu eu PROPN dad-11686 906 2 / / PUNCT dad-11686 906 3 en120 en120 PROPN dad-11686 906 4 / / SYM dad-11686 906 5 special special ADJ dad-11686 906 6 / / SYM dad-11686 906 7 you you PRON dad-11686 906 8 - - PUNCT dad-11686 906 9 tell tell VERB dad-11686 906 10 - - PUNCT dad-11686 906 11 i i PRON dad-11686 906 12 - - PUNCT dad-11686 906 13 do do AUX dad-11686 906 14 - - PUNCT dad-11686 906 15 and and CCONJ dad-11686 906 16 - - PUNCT dad-11686 906 17 we we PRON dad-11686 906 18 - - PUNCT dad-11686 906 19 swap swap NOUN dad-11686 906 20 - - PUNCT dad-11686 906 21 until until SCONJ dad-11686 906 22 - - PUNCT dad-11686 906 23 we we PRON dad-11686 906 24 - - PUNCT dad-11686 906 25 connect connect VERB dad-11686 906 26 - - PUNCT dad-11686 906 27 all all PRON dad-11686 906 28 - - PUNCT dad-11686 906 29 the the DET dad-11686 906 30 - - PUNCT dad-11686 906 31 gold gold NOUN dad-11686 906 32 - - PUNCT dad-11686 906 33 mines mine NOUN dad-11686 906 34 . . PUNCT dad-11686 907 1 jauwairia jauwairia PROPN dad-11686 907 2 nasir nasir PROPN dad-11686 907 3 , , PUNCT dad-11686 907 4 barbara barbara PROPN dad-11686 907 5 bruno bruno PROPN dad-11686 907 6 , , PUNCT dad-11686 907 7 mohamed mohamed PROPN dad-11686 907 8 chetouani chetouani PROPN dad-11686 907 9 , , PUNCT dad-11686 907 10 and and CCONJ dad-11686 907 11 pierre pierre PROPN dad-11686 907 12 dillenbourg dillenbourg NOUN dad-11686 907 13 . . PUNCT dad-11686 908 1 what what PRON dad-11686 908 2 if if SCONJ dad-11686 908 3 social social ADJ dad-11686 908 4 robots robot NOUN dad-11686 908 5 look look VERB dad-11686 908 6 for for ADP dad-11686 908 7 productive productive ADJ dad-11686 908 8 engagement engagement NOUN dad-11686 908 9 ? ? PUNCT dad-11686 909 1 international international ADJ dad-11686 909 2 journal journal NOUN dad-11686 909 3 of of ADP dad-11686 909 4 social social ADJ dad-11686 909 5 robotics robotic NOUN dad-11686 909 6 , , PUNCT dad-11686 909 7 14:55–71 14:55–71 NUM dad-11686 909 8 , , PUNCT dad-11686 909 9 2022 2022 NUM dad-11686 909 10 . . PUNCT dad-11686 910 1 doi doi NOUN dad-11686 910 2 : : PUNCT dad-11686 910 3 10.1007 10.1007 NUM dad-11686 910 4 / / SYM dad-11686 910 5 s12369 s12369 NOUN dad-11686 910 6 - - PUNCT dad-11686 910 7 021 021 NUM dad-11686 910 8 - - PUNCT dad-11686 910 9 00766 00766 NUM dad-11686 910 10 - - PUNCT dad-11686 910 11 w. w. PROPN dad-11686 910 12 ani ani PROPN dad-11686 910 13 nenkova nenkova PROPN dad-11686 910 14 , , PUNCT dad-11686 910 15 agustı́n agustı́n PROPN dad-11686 910 16 gravano gravano PROPN dad-11686 910 17 , , PUNCT dad-11686 910 18 and and CCONJ dad-11686 910 19 julia julia PROPN dad-11686 910 20 hirschberg hirschberg PROPN dad-11686 910 21 . . PUNCT dad-11686 911 1 high high ADJ dad-11686 911 2 frequency frequency NOUN dad-11686 911 3 word word NOUN dad-11686 911 4 entrainment entrainment NOUN dad-11686 911 5 in in ADP dad-11686 911 6 spoken spoken ADJ dad-11686 911 7 dialogue dialogue NOUN dad-11686 911 8 . . PUNCT dad-11686 912 1 in in ADP dad-11686 912 2 proceedings proceeding NOUN dad-11686 912 3 of of ADP dad-11686 912 4 acl-08 acl-08 NOUN dad-11686 912 5 : : PUNCT dad-11686 912 6 hlt hlt NOUN dad-11686 912 7 , , PUNCT dad-11686 912 8 short short ADJ dad-11686 912 9 papers paper NOUN dad-11686 912 10 , , PUNCT dad-11686 912 11 pages page NOUN dad-11686 912 12 169–172 169–172 NUM dad-11686 912 13 . . PUNCT dad-11686 912 14 association association NOUN dad-11686 912 15 for for ADP dad-11686 912 16 computational computational ADJ dad-11686 912 17 linguistics linguistic NOUN dad-11686 912 18 , , PUNCT dad-11686 912 19 2008 2008 NUM dad-11686 912 20 . . PUNCT dad-11686 913 1 martin martin PROPN dad-11686 913 2 j. j. PROPN dad-11686 913 3 pickering pickering PROPN dad-11686 913 4 and and CCONJ dad-11686 913 5 simon simon PROPN dad-11686 913 6 garrod garrod PROPN dad-11686 913 7 . . PUNCT dad-11686 914 1 toward toward ADP dad-11686 914 2 a a DET dad-11686 914 3 mechanistic mechanistic ADJ dad-11686 914 4 psychology psychology NOUN dad-11686 914 5 of of ADP dad-11686 914 6 dialogue dialogue NOUN dad-11686 914 7 . . PUNCT dad-11686 915 1 behavioral behavioral ADJ dad-11686 915 2 and and CCONJ dad-11686 915 3 brain brain NOUN dad-11686 915 4 sciences science NOUN dad-11686 915 5 , , PUNCT dad-11686 915 6 27(02):169–225 27(02):169–225 NUM dad-11686 915 7 , , PUNCT dad-11686 915 8 2004 2004 NUM dad-11686 915 9 . . PUNCT dad-11686 916 1 doi doi NOUN dad-11686 916 2 : : PUNCT dad-11686 916 3 10.1017 10.1017 NUM dad-11686 916 4 / / SYM dad-11686 916 5 s0140525x04000056 s0140525x04000056 NOUN dad-11686 916 6 . . PUNCT dad-11686 917 1 martin martin PROPN dad-11686 917 2 j. j. PROPN dad-11686 917 3 pickering pickering PROPN dad-11686 917 4 and and CCONJ dad-11686 917 5 simon simon PROPN dad-11686 917 6 garrod garrod PROPN dad-11686 917 7 . . PUNCT dad-11686 917 8 alignment alignment NOUN dad-11686 917 9 as as ADP dad-11686 917 10 the the DET dad-11686 917 11 basis basis NOUN dad-11686 917 12 for for ADP dad-11686 917 13 successful successful ADJ dad-11686 917 14 communication communication NOUN dad-11686 917 15 . . PUNCT dad-11686 918 1 research research NOUN dad-11686 918 2 on on ADP dad-11686 918 3 language language NOUN dad-11686 918 4 and and CCONJ dad-11686 918 5 computation computation NOUN dad-11686 918 6 , , PUNCT dad-11686 918 7 4(2):203–228 4(2):203–228 NUM dad-11686 918 8 , , PUNCT dad-11686 918 9 2006 2006 NUM dad-11686 918 10 . . PUNCT dad-11686 919 1 doi doi NOUN dad-11686 919 2 : : PUNCT dad-11686 919 3 10.1007 10.1007 NUM dad-11686 919 4 / / SYM dad-11686 919 5 s11168 s11168 NOUN dad-11686 919 6 - - PUNCT dad-11686 919 7 006 006 NUM dad-11686 919 8 - - PUNCT dad-11686 919 9 9004 9004 NUM dad-11686 919 10 - - SYM dad-11686 919 11 0 0 NUM dad-11686 919 12 . . PUNCT dad-11686 920 1 joseph joseph PROPN dad-11686 920 2 p p PROPN dad-11686 920 3 pickett pickett PROPN dad-11686 920 4 . . PUNCT dad-11686 921 1 the the DET dad-11686 921 2 american american PROPN dad-11686 921 3 heritage heritage PROPN dad-11686 921 4 dictionary dictionary NOUN dad-11686 921 5 of of ADP dad-11686 921 6 the the DET dad-11686 921 7 english english ADJ dad-11686 921 8 language language NOUN dad-11686 921 9 . . PUNCT dad-11686 922 1 houghton houghton PROPN dad-11686 922 2 mifflin mifflin PROPN dad-11686 922 3 harcourt harcourt PROPN dad-11686 922 4 , , PUNCT dad-11686 922 5 2018 2018 NUM dad-11686 922 6 . . PUNCT dad-11686 923 1 zahra zahra PROPN dad-11686 923 2 rahimi rahimi PROPN dad-11686 923 3 , , PUNCT dad-11686 923 4 anish anish PROPN dad-11686 923 5 kumar kumar PROPN dad-11686 923 6 , , PUNCT dad-11686 923 7 diane diane PROPN dad-11686 923 8 litman litman PROPN dad-11686 923 9 , , PUNCT dad-11686 923 10 susannah susannah PROPN dad-11686 923 11 paletz paletz VERB dad-11686 923 12 , , PUNCT dad-11686 923 13 and and CCONJ dad-11686 923 14 mingzhi mingzhi PROPN dad-11686 923 15 yu yu PROPN dad-11686 923 16 . . PROPN dad-11686 923 17 entrainment entrainment NOUN dad-11686 923 18 in in ADP dad-11686 923 19 multi multi ADJ dad-11686 923 20 - - ADJ dad-11686 923 21 party party ADJ dad-11686 923 22 spoken spoken ADJ dad-11686 923 23 dialogues dialogue NOUN dad-11686 923 24 at at ADP dad-11686 923 25 multiple multiple ADJ dad-11686 923 26 linguistic linguistic ADJ dad-11686 923 27 levels level NOUN dad-11686 923 28 . . PUNCT dad-11686 924 1 in in ADP dad-11686 924 2 proc proc NOUN dad-11686 924 3 . . PUNCT dad-11686 925 1 interspeech interspeech NOUN dad-11686 925 2 2017 2017 NUM dad-11686 925 3 , , PUNCT dad-11686 925 4 pages page NOUN dad-11686 925 5 1696–1700 1696–1700 NUM dad-11686 925 6 , , PUNCT dad-11686 925 7 2017 2017 NUM dad-11686 925 8 . . PUNCT dad-11686 926 1 doi doi NOUN dad-11686 926 2 : : PUNCT dad-11686 926 3 10.21437 10.21437 NUM dad-11686 926 4 / / SYM dad-11686 926 5 interspeech.2017 interspeech.2017 PROPN dad-11686 926 6 - - PUNCT dad-11686 926 7 1568 1568 NUM dad-11686 926 8 . . PUNCT dad-11686 927 1 david david PROPN dad-11686 927 2 reitter reitter PROPN dad-11686 927 3 and and CCONJ dad-11686 927 4 johanna johanna PROPN dad-11686 927 5 d. d. PROPN dad-11686 927 6 moore moore PROPN dad-11686 927 7 . . PROPN dad-11686 928 1 alignment alignment NOUN dad-11686 928 2 and and CCONJ dad-11686 928 3 task task NOUN dad-11686 928 4 success success NOUN dad-11686 928 5 in in ADP dad-11686 928 6 spoken spoken ADJ dad-11686 928 7 dialogue dialogue NOUN dad-11686 928 8 . . PUNCT dad-11686 929 1 journal journal PROPN dad-11686 929 2 of of ADP dad-11686 929 3 memory memory NOUN dad-11686 929 4 and and CCONJ dad-11686 929 5 language language NOUN dad-11686 929 6 , , PUNCT dad-11686 929 7 76:29–46 76:29–46 NUM dad-11686 929 8 , , PUNCT dad-11686 929 9 2014 2014 NUM dad-11686 929 10 . . PUNCT dad-11686 930 1 doi doi NOUN dad-11686 930 2 : : PUNCT dad-11686 930 3 10.1016 10.1016 NUM dad-11686 930 4 / / SYM dad-11686 930 5 j.jml.2014.05.008 j.jml.2014.05.008 NOUN dad-11686 930 6 . . PUNCT dad-11686 931 1 jeanine jeanine PROPN dad-11686 931 2 romano romano PROPN dad-11686 931 3 , , PUNCT dad-11686 931 4 jeffrey jeffrey PROPN dad-11686 931 5 d d PROPN dad-11686 931 6 kromrey kromrey PROPN dad-11686 931 7 , , PUNCT dad-11686 931 8 jesse jesse PROPN dad-11686 931 9 coraggio coraggio PROPN dad-11686 931 10 , , PUNCT dad-11686 931 11 and and CCONJ dad-11686 931 12 jeff jeff PROPN dad-11686 931 13 skowronek skowronek NOUN dad-11686 931 14 . . PUNCT dad-11686 932 1 appropriate appropriate ADJ dad-11686 932 2 statistics statistic NOUN dad-11686 932 3 for for ADP dad-11686 932 4 ordinal ordinal ADJ dad-11686 932 5 level level NOUN dad-11686 932 6 data datum NOUN dad-11686 932 7 : : PUNCT dad-11686 932 8 should should AUX dad-11686 932 9 we we PRON dad-11686 932 10 really really ADV dad-11686 932 11 be be AUX dad-11686 932 12 using use VERB dad-11686 932 13 t t NOUN dad-11686 932 14 - - PUNCT dad-11686 932 15 test test NOUN dad-11686 932 16 and and CCONJ dad-11686 932 17 cohen cohen PROPN dad-11686 932 18 ’s ’s PROPN dad-11686 932 19 d d NOUN dad-11686 932 20 for for ADP dad-11686 932 21 evaluating evaluate VERB dad-11686 932 22 group group NOUN dad-11686 932 23 differences difference NOUN dad-11686 932 24 on on ADP dad-11686 932 25 the the DET dad-11686 932 26 nsse nsse NOUN dad-11686 932 27 and and CCONJ dad-11686 932 28 other other ADJ dad-11686 932 29 surveys survey NOUN dad-11686 932 30 ? ? PUNCT dad-11686 933 1 in in ADP dad-11686 933 2 annual annual ADJ dad-11686 933 3 meeting meeting NOUN dad-11686 933 4 of of ADP dad-11686 933 5 the the DET dad-11686 933 6 florida florida PROPN dad-11686 933 7 association association PROPN dad-11686 933 8 of of ADP dad-11686 933 9 institutional institutional ADJ dad-11686 933 10 research research NOUN dad-11686 933 11 , , PUNCT dad-11686 933 12 volume volume NOUN dad-11686 933 13 177 177 NUM dad-11686 933 14 , , PUNCT dad-11686 933 15 2006 2006 NUM dad-11686 933 16 . . PUNCT dad-11686 934 1 jeremy jeremy PROPN dad-11686 934 2 roschelle roschelle PROPN dad-11686 934 3 and and CCONJ dad-11686 934 4 stephanie stephanie PROPN dad-11686 934 5 d. d. PROPN dad-11686 934 6 teasley teasley PROPN dad-11686 934 7 . . PUNCT dad-11686 935 1 the the DET dad-11686 935 2 construction construction NOUN dad-11686 935 3 of of ADP dad-11686 935 4 shared shared ADJ dad-11686 935 5 knowledge knowledge NOUN dad-11686 935 6 in in ADP dad-11686 935 7 collaborative collaborative ADJ dad-11686 935 8 problem problem NOUN dad-11686 935 9 solving solving NOUN dad-11686 935 10 . . PUNCT dad-11686 936 1 computer computer NOUN dad-11686 936 2 supported support VERB dad-11686 936 3 collaborative collaborative ADJ dad-11686 936 4 learning learning NOUN dad-11686 936 5 , , PUNCT dad-11686 936 6 128:69–97 128:69–97 NUM dad-11686 936 7 , , PUNCT dad-11686 936 8 1995 1995 NUM dad-11686 936 9 . . PUNCT dad-11686 937 1 doi doi NOUN dad-11686 937 2 : : PUNCT dad-11686 937 3 10.1007/978 10.1007/978 NUM dad-11686 937 4 - - SYM dad-11686 937 5 3 3 NUM dad-11686 937 6 - - PUNCT dad-11686 937 7 642 642 NUM dad-11686 937 8 - - PUNCT dad-11686 937 9 85098 85098 NUM dad-11686 937 10 - - SYM dad-11686 937 11 1 1 NUM dad-11686 937 12 5 5 NUM dad-11686 937 13 . . NOUN dad-11686 937 14 39 39 NUM dad-11686 937 15 http://doi.org/10.1002/ejsp.2420080204 http://doi.org/10.1002/ejsp.2420080204 NOUN dad-11686 937 16 http://doi.org/10.1145/3395035.3425200 http://doi.org/10.1145/3395035.3425200 X dad-11686 937 17 http://doi.org/10.1109/ro-man47096.2020.9223343 http://doi.org/10.1109/ro-man47096.2020.9223343 PROPN dad-11686 937 18 http://doi.org/10.1109/ro-man47096.2020.9223343 http://doi.org/10.1109/ro-man47096.2020.9223343 PROPN dad-11686 937 19 https://ercim-news.ercim.eu/en120/special/you-tell-i-do-and-we-swap-until-we-connect-all-the-gold-mines https://ercim-news.ercim.eu/en120/special/you-tell-i-do-and-we-swap-until-we-connect-all-the-gold-mines PROPN dad-11686 937 20 https://ercim-news.ercim.eu/en120/special/you-tell-i-do-and-we-swap-until-we-connect-all-the-gold-mines https://ercim-news.ercim.eu/en120/special/you-tell-i-do-and-we-swap-until-we-connect-all-the-gold-mines PROPN dad-11686 937 21 http://doi.org/10.1007/s12369-021-00766-w http://doi.org/10.1007/s12369-021-00766-w PROPN dad-11686 937 22 http://doi.org/10.1017/s0140525x04000056 http://doi.org/10.1017/s0140525x04000056 PUNCT dad-11686 937 23 http://doi.org/10.1007/s11168-006-9004-0 http://doi.org/10.1007/s11168-006-9004-0 X dad-11686 937 24 http://doi.org/10.21437/interspeech.2017-1568 http://doi.org/10.21437/interspeech.2017-1568 PROPN dad-11686 937 25 http://doi.org/10.1016/j.jml.2014.05.008 http://doi.org/10.1016/j.jml.2014.05.008 PROPN dad-11686 937 26 http://doi.org/10.1007/978-3-642-85098-1_5 http://doi.org/10.1007/978-3-642-85098-1_5 PUNCT dad-11686 937 27 utku utku ADJ dad-11686 937 28 norman∗ norman∗ NOUN dad-11686 937 29 , , PUNCT dad-11686 937 30 tanvi tanvi NOUN dad-11686 937 31 dinkar∗ dinkar∗ NOUN dad-11686 937 32 , , PUNCT dad-11686 937 33 barbara barbara PROPN dad-11686 937 34 bruno bruno PROPN dad-11686 937 35 , , PUNCT dad-11686 937 36 and and CCONJ dad-11686 937 37 chloé chloé VERB dad-11686 937 38 clavel clavel PROPN dad-11686 937 39 carolyn carolyn PROPN dad-11686 937 40 rosé rosé PROPN dad-11686 937 41 , , PUNCT dad-11686 937 42 yi yi PROPN dad-11686 937 43 - - PUNCT dad-11686 937 44 chia chia PROPN dad-11686 937 45 wang wang PROPN dad-11686 937 46 , , PUNCT dad-11686 937 47 yue yue PROPN dad-11686 937 48 cui cui PROPN dad-11686 937 49 , , PUNCT dad-11686 937 50 jaime jaime PROPN dad-11686 937 51 arguello arguello PROPN dad-11686 937 52 , , PUNCT dad-11686 937 53 karsten karsten PROPN dad-11686 937 54 stegmann stegmann PROPN dad-11686 937 55 , , PUNCT dad-11686 937 56 armin armin PROPN dad-11686 937 57 weinberger weinberger PROPN dad-11686 937 58 , , PUNCT dad-11686 937 59 and and CCONJ dad-11686 937 60 frank frank PROPN dad-11686 937 61 fischer fischer PROPN dad-11686 937 62 . . PUNCT dad-11686 938 1 analyzing analyze VERB dad-11686 938 2 collaborative collaborative ADJ dad-11686 938 3 learning learning NOUN dad-11686 938 4 processes process NOUN dad-11686 938 5 automatically automatically ADV dad-11686 938 6 : : PUNCT dad-11686 938 7 exploiting exploit VERB dad-11686 938 8 the the DET dad-11686 938 9 advances advance NOUN dad-11686 938 10 of of ADP dad-11686 938 11 computational computational ADJ dad-11686 938 12 linguistics linguistic NOUN dad-11686 938 13 in in ADP dad-11686 938 14 computer computer NOUN dad-11686 938 15 - - PUNCT dad-11686 938 16 supported support VERB dad-11686 938 17 collaborative collaborative ADJ dad-11686 938 18 learning learning NOUN dad-11686 938 19 . . PUNCT dad-11686 939 1 international international ADJ dad-11686 939 2 journal journal PROPN dad-11686 939 3 of of ADP dad-11686 939 4 computer computer NOUN dad-11686 939 5 - - PUNCT dad-11686 939 6 supported support VERB dad-11686 939 7 collaborative collaborative ADJ dad-11686 939 8 learning learning NOUN dad-11686 939 9 , , PUNCT dad-11686 939 10 3(3):237–271 3(3):237–271 NUM dad-11686 939 11 , , PUNCT dad-11686 939 12 2008 2008 NUM dad-11686 939 13 . . PUNCT dad-11686 940 1 doi doi NOUN dad-11686 940 2 : : PUNCT dad-11686 940 3 10.1007 10.1007 NUM dad-11686 940 4 / / SYM dad-11686 940 5 s11412 s11412 NOUN dad-11686 940 6 - - PUNCT dad-11686 940 7 007 007 NUM dad-11686 940 8 - - PUNCT dad-11686 940 9 9034 9034 NUM dad-11686 940 10 - - PUNCT dad-11686 940 11 0 0 NUM dad-11686 940 12 . . PUNCT dad-11686 940 13 mirweis mirweis PROPN dad-11686 940 14 sangin sangin PROPN dad-11686 940 15 , , PUNCT dad-11686 940 16 gaëlle gaëlle PROPN dad-11686 940 17 molinari molinari PROPN dad-11686 940 18 , , PUNCT dad-11686 940 19 marc marc PROPN dad-11686 940 20 - - PUNCT dad-11686 940 21 antoine antoine PROPN dad-11686 940 22 nüssli nüssli PROPN dad-11686 940 23 , , PUNCT dad-11686 940 24 and and CCONJ dad-11686 940 25 pierre pierre PROPN dad-11686 940 26 dillenbourg dillenbourg NOUN dad-11686 940 27 . . PUNCT dad-11686 941 1 facilitating facilitate VERB dad-11686 941 2 peer peer NOUN dad-11686 941 3 knowledge knowledge NOUN dad-11686 941 4 modeling modeling NOUN dad-11686 941 5 : : PUNCT dad-11686 941 6 effects effect NOUN dad-11686 941 7 of of ADP dad-11686 941 8 a a DET dad-11686 941 9 knowledge knowledge NOUN dad-11686 941 10 awareness awareness NOUN dad-11686 941 11 tool tool NOUN dad-11686 941 12 on on ADP dad-11686 941 13 collaborative collaborative ADJ dad-11686 941 14 learning learn VERB dad-11686 941 15 outcomes outcome NOUN dad-11686 941 16 and and CCONJ dad-11686 941 17 processes process NOUN dad-11686 941 18 . . PUNCT dad-11686 942 1 computers computer NOUN dad-11686 942 2 in in ADP dad-11686 942 3 human human ADJ dad-11686 942 4 behavior behavior NOUN dad-11686 942 5 , , PUNCT dad-11686 942 6 27(3):1059–1067 27(3):1059–1067 NUM dad-11686 942 7 , , PUNCT dad-11686 942 8 2011 2011 NUM dad-11686 942 9 . . PUNCT dad-11686 943 1 doi doi NOUN dad-11686 943 2 : : PUNCT dad-11686 943 3 10.1016 10.1016 NUM dad-11686 943 4 / / SYM dad-11686 943 5 j.chb.2010.05.032 j.chb.2010.05.032 PROPN dad-11686 943 6 . . PUNCT dad-11686 944 1 oliver oliver PROPN dad-11686 944 2 scheuer scheuer PROPN dad-11686 944 3 , , PUNCT dad-11686 944 4 frank frank PROPN dad-11686 944 5 loll loll PROPN dad-11686 944 6 , , PUNCT dad-11686 944 7 niels niels PROPN dad-11686 944 8 pinkwart pinkwart PROPN dad-11686 944 9 , , PUNCT dad-11686 944 10 and and CCONJ dad-11686 944 11 bruce bruce PROPN dad-11686 944 12 m. m. PROPN dad-11686 944 13 mclaren mclaren PROPN dad-11686 944 14 . . PUNCT dad-11686 945 1 computer computer NOUN dad-11686 945 2 - - PUNCT dad-11686 945 3 supported support VERB dad-11686 945 4 argumentation argumentation NOUN dad-11686 945 5 : : PUNCT dad-11686 945 6 a a DET dad-11686 945 7 review review NOUN dad-11686 945 8 of of ADP dad-11686 945 9 the the DET dad-11686 945 10 state state NOUN dad-11686 945 11 of of ADP dad-11686 945 12 the the DET dad-11686 945 13 art art NOUN dad-11686 945 14 . . PUNCT dad-11686 946 1 international international ADJ dad-11686 946 2 journal journal NOUN dad-11686 946 3 of of ADP dad-11686 946 4 computer computer NOUN dad-11686 946 5 - - PUNCT dad-11686 946 6 supported support VERB dad-11686 946 7 collaborative collaborative ADJ dad-11686 946 8 learning learning NOUN dad-11686 946 9 , , PUNCT dad-11686 946 10 5(1):43–102 5(1):43–102 NUM dad-11686 946 11 , , PUNCT dad-11686 946 12 march march PROPN dad-11686 946 13 2010 2010 NUM dad-11686 946 14 . . PUNCT dad-11686 947 1 doi doi NOUN dad-11686 947 2 : : PUNCT dad-11686 947 3 10.1007 10.1007 NUM dad-11686 947 4 / / SYM dad-11686 947 5 s11412 s11412 NOUN dad-11686 947 6 - - PUNCT dad-11686 947 7 009 009 NUM dad-11686 947 8 - - PUNCT dad-11686 947 9 9080 9080 NUM dad-11686 947 10 - - PUNCT dad-11686 947 11 x. x. NOUN dad-11686 947 12 deborah deborah PROPN dad-11686 947 13 schiffrin schiffrin PROPN dad-11686 947 14 . . PUNCT dad-11686 948 1 discourse discourse NOUN dad-11686 948 2 markers marker NOUN dad-11686 948 3 . . PUNCT dad-11686 949 1 number number NOUN dad-11686 949 2 5 5 NUM dad-11686 949 3 in in ADP dad-11686 949 4 studies study NOUN dad-11686 949 5 in in ADP dad-11686 949 6 interactional interactional ADJ dad-11686 949 7 sociolinguistics sociolinguistic NOUN dad-11686 949 8 . . PUNCT dad-11686 950 1 cambridge cambridge PROPN dad-11686 950 2 university university PROPN dad-11686 950 3 press press NOUN dad-11686 950 4 , , PUNCT dad-11686 950 5 1987 1987 NUM dad-11686 950 6 . . PUNCT dad-11686 951 1 doi doi NOUN dad-11686 951 2 : : PUNCT dad-11686 951 3 10.1017 10.1017 NUM dad-11686 951 4 / / SYM dad-11686 951 5 cbo9780511611841 cbo9780511611841 NOUN dad-11686 951 6 . . PUNCT dad-11686 952 1 bertrand bertrand PROPN dad-11686 952 2 schneider schneider PROPN dad-11686 952 3 , , PUNCT dad-11686 952 4 marcelo marcelo PROPN dad-11686 952 5 worsley worsley PROPN dad-11686 952 6 , , PUNCT dad-11686 952 7 and and CCONJ dad-11686 952 8 roberto roberto PROPN dad-11686 952 9 martinez martinez PROPN dad-11686 952 10 - - PUNCT dad-11686 952 11 maldonado maldonado PROPN dad-11686 952 12 . . PUNCT dad-11686 953 1 gesture gesture NOUN dad-11686 953 2 and and CCONJ dad-11686 953 3 gaze gaze NOUN dad-11686 953 4 : : PUNCT dad-11686 953 5 multimodal multimodal NOUN dad-11686 953 6 data datum NOUN dad-11686 953 7 in in ADP dad-11686 953 8 dyadic dyadic ADJ dad-11686 953 9 interactions interaction NOUN dad-11686 953 10 . . PUNCT dad-11686 954 1 in in ADP dad-11686 954 2 ulrike ulrike PROPN dad-11686 954 3 cress cress NOUN dad-11686 954 4 , , PUNCT dad-11686 954 5 carolyn carolyn PROPN dad-11686 954 6 rosé rosé PROPN dad-11686 954 7 , , PUNCT dad-11686 954 8 alyssa alyssa ADJ dad-11686 954 9 friend friend NOUN dad-11686 954 10 wise wise ADJ dad-11686 954 11 , , PUNCT dad-11686 954 12 and and CCONJ dad-11686 954 13 jun jun PROPN dad-11686 954 14 oshima oshima PROPN dad-11686 954 15 , , PUNCT dad-11686 954 16 editors editor NOUN dad-11686 954 17 , , PUNCT dad-11686 954 18 international international ADJ dad-11686 954 19 handbook handbook NOUN dad-11686 954 20 of of ADP dad-11686 954 21 computer computer NOUN dad-11686 954 22 - - PUNCT dad-11686 954 23 supported support VERB dad-11686 954 24 collaborative collaborative ADJ dad-11686 954 25 learning learning NOUN dad-11686 954 26 , , PUNCT dad-11686 954 27 computer computer NOUN dad-11686 954 28 - - PUNCT dad-11686 954 29 supported support VERB dad-11686 954 30 collaborative collaborative ADJ dad-11686 954 31 learning learning NOUN dad-11686 954 32 series series NOUN dad-11686 954 33 , , PUNCT dad-11686 954 34 pages page VERB dad-11686 954 35 625–641 625–641 PROPN dad-11686 954 36 . . PUNCT dad-11686 955 1 springer springer NOUN dad-11686 955 2 international international ADJ dad-11686 955 3 publishing publishing NOUN dad-11686 955 4 , , PUNCT dad-11686 955 5 2021 2021 NUM dad-11686 955 6 . . PUNCT dad-11686 956 1 doi doi NOUN dad-11686 956 2 : : PUNCT dad-11686 956 3 10.1007/978 10.1007/978 NUM dad-11686 956 4 - - SYM dad-11686 956 5 3 3 NUM dad-11686 956 6 - - PUNCT dad-11686 956 7 030 030 NUM dad-11686 956 8 - - PUNCT dad-11686 956 9 65291 65291 NUM dad-11686 956 10 - - SYM dad-11686 956 11 3 3 NUM dad-11686 956 12 34 34 NUM dad-11686 956 13 . . PUNCT dad-11686 957 1 daniel daniel PROPN dad-11686 957 2 l l PROPN dad-11686 957 3 schwartz schwartz PROPN dad-11686 957 4 . . PUNCT dad-11686 958 1 the the DET dad-11686 958 2 emergence emergence NOUN dad-11686 958 3 of of ADP dad-11686 958 4 abstract abstract ADJ dad-11686 958 5 representations representation NOUN dad-11686 958 6 in in ADP dad-11686 958 7 dyad dyad ADJ dad-11686 958 8 problem problem NOUN dad-11686 958 9 solving solve VERB dad-11686 958 10 . . PUNCT dad-11686 959 1 journal journal NOUN dad-11686 959 2 of of ADP dad-11686 959 3 the the DET dad-11686 959 4 learning learn VERB dad-11686 959 5 sciences science NOUN dad-11686 959 6 , , PUNCT dad-11686 959 7 4(3):321–354 4(3):321–354 NOUN dad-11686 959 8 , , PUNCT dad-11686 959 9 1995 1995 NUM dad-11686 959 10 . . PUNCT dad-11686 960 1 doi doi NOUN dad-11686 960 2 : : PUNCT dad-11686 960 3 10.1207 10.1207 NUM dad-11686 960 4 / / SYM dad-11686 960 5 s15327809jls0403 s15327809jls0403 NOUN dad-11686 960 6 3 3 NUM dad-11686 960 7 . . X dad-11686 960 8 arabella arabella PROPN dad-11686 960 9 j. j. PROPN dad-11686 960 10 sinclair sinclair PROPN dad-11686 960 11 and and CCONJ dad-11686 960 12 bertrand bertrand PROPN dad-11686 960 13 schneider schneider PROPN dad-11686 960 14 . . PUNCT dad-11686 961 1 linguistic linguistic ADJ dad-11686 961 2 and and CCONJ dad-11686 961 3 gestural gestural ADJ dad-11686 961 4 coordination coordination NOUN dad-11686 961 5 : : PUNCT dad-11686 961 6 do do AUX dad-11686 961 7 learners learner NOUN dad-11686 961 8 converge converge VERB dad-11686 961 9 in in ADP dad-11686 961 10 collaborative collaborative ADJ dad-11686 961 11 dialogue dialogue NOUN dad-11686 961 12 ? ? PUNCT dad-11686 962 1 in in ADP dad-11686 962 2 proceedings proceeding NOUN dad-11686 962 3 of of ADP dad-11686 962 4 the the DET dad-11686 962 5 14th 14th ADJ dad-11686 962 6 international international ADJ dad-11686 962 7 conference conference NOUN dad-11686 962 8 on on ADP dad-11686 962 9 educational educational ADJ dad-11686 962 10 data datum NOUN dad-11686 962 11 mining mining NOUN dad-11686 962 12 ( ( PUNCT dad-11686 962 13 edm edm PROPN dad-11686 962 14 2021 2021 NUM dad-11686 962 15 ) ) PUNCT dad-11686 962 16 , , PUNCT dad-11686 962 17 pages page NOUN dad-11686 962 18 431–437 431–437 NUM dad-11686 962 19 . . PUNCT dad-11686 963 1 international international ADJ dad-11686 963 2 educational educational ADJ dad-11686 963 3 data datum NOUN dad-11686 963 4 mining mining NOUN dad-11686 963 5 society society NOUN dad-11686 963 6 , , PUNCT dad-11686 963 7 2021 2021 NUM dad-11686 963 8 . . PUNCT dad-11686 964 1 tanmay tanmay PROPN dad-11686 964 2 sinha sinha PROPN dad-11686 964 3 and and CCONJ dad-11686 964 4 justine justine PROPN dad-11686 964 5 cassell cassell PROPN dad-11686 964 6 . . PUNCT dad-11686 965 1 we we PRON dad-11686 965 2 click click VERB dad-11686 965 3 , , PUNCT dad-11686 965 4 we we PRON dad-11686 965 5 align align VERB dad-11686 965 6 , , PUNCT dad-11686 965 7 we we PRON dad-11686 965 8 learn learn VERB dad-11686 965 9 : : PUNCT dad-11686 965 10 impact impact NOUN dad-11686 965 11 of of ADP dad-11686 965 12 influence influence NOUN dad-11686 965 13 and and CCONJ dad-11686 965 14 convergence convergence NOUN dad-11686 965 15 processes process NOUN dad-11686 965 16 on on ADP dad-11686 965 17 student student NOUN dad-11686 965 18 learning learning NOUN dad-11686 965 19 and and CCONJ dad-11686 965 20 rapport rapport PROPN dad-11686 965 21 building building NOUN dad-11686 965 22 . . PUNCT dad-11686 966 1 in in ADP dad-11686 966 2 proceedings proceeding NOUN dad-11686 966 3 of of ADP dad-11686 966 4 the the DET dad-11686 966 5 1st 1st ADJ dad-11686 966 6 workshop workshop NOUN dad-11686 966 7 on on ADP dad-11686 966 8 modeling model VERB dad-11686 966 9 interpersonal interpersonal ADJ dad-11686 966 10 synchrony synchrony NOUN dad-11686 966 11 and and CCONJ dad-11686 966 12 influence influence NOUN dad-11686 966 13 , , PUNCT dad-11686 966 14 interpersonal interpersonal ADJ dad-11686 966 15 ’ ' PUNCT dad-11686 966 16 15 15 NUM dad-11686 966 17 , , PUNCT dad-11686 966 18 pages page NOUN dad-11686 966 19 13–20 13–20 NUM dad-11686 966 20 . . PUNCT dad-11686 966 21 association association NOUN dad-11686 966 22 for for ADP dad-11686 966 23 computing compute VERB dad-11686 966 24 machinery machinery NOUN dad-11686 966 25 , , PUNCT dad-11686 966 26 2015 2015 NUM dad-11686 966 27 . . PUNCT dad-11686 967 1 doi doi NOUN dad-11686 967 2 : : PUNCT dad-11686 967 3 10.1145/2823513.2823516 10.1145/2823513.2823516 NUM dad-11686 967 4 . . PUNCT dad-11686 968 1 vicki vicki PROPN dad-11686 968 2 l l PROPN dad-11686 968 3 smith smith PROPN dad-11686 968 4 and and CCONJ dad-11686 968 5 herbert herbert PROPN dad-11686 968 6 h h PROPN dad-11686 968 7 clark clark PROPN dad-11686 968 8 . . PUNCT dad-11686 969 1 on on ADP dad-11686 969 2 the the DET dad-11686 969 3 course course NOUN dad-11686 969 4 of of ADP dad-11686 969 5 answering answer VERB dad-11686 969 6 questions question NOUN dad-11686 969 7 . . PUNCT dad-11686 970 1 journal journal NOUN dad-11686 970 2 of of ADP dad-11686 970 3 memory memory NOUN dad-11686 970 4 and and CCONJ dad-11686 970 5 language language NOUN dad-11686 970 6 , , PUNCT dad-11686 970 7 32(1):25–38 32(1):25–38 NUM dad-11686 970 8 , , PUNCT dad-11686 970 9 1993 1993 NUM dad-11686 970 10 . . PUNCT dad-11686 971 1 doi doi NOUN dad-11686 971 2 : : PUNCT dad-11686 971 3 10.1006 10.1006 NUM dad-11686 971 4 / / SYM dad-11686 971 5 jmla.1993.1002 jmla.1993.1002 NUM dad-11686 971 6 . . PUNCT dad-11686 971 7 jan jan PROPN dad-11686 971 8 - - PUNCT dad-11686 971 9 willem willem PROPN dad-11686 971 10 strijbos strijbos PROPN dad-11686 971 11 , , PUNCT dad-11686 971 12 rob rob PROPN dad-11686 971 13 l. l. PROPN dad-11686 971 14 martens martens PROPN dad-11686 971 15 , , PUNCT dad-11686 971 16 frans fran NOUN dad-11686 971 17 j. j. PROPN dad-11686 971 18 prins prins PROPN dad-11686 971 19 , , PUNCT dad-11686 971 20 and and CCONJ dad-11686 971 21 wim wim PROPN dad-11686 971 22 m. m. NOUN dad-11686 971 23 g. g. PROPN dad-11686 971 24 jochems jochems PROPN dad-11686 971 25 . . PUNCT dad-11686 972 1 content content NOUN dad-11686 972 2 analysis analysis NOUN dad-11686 972 3 : : PUNCT dad-11686 972 4 what what PRON dad-11686 972 5 are be AUX dad-11686 972 6 they they PRON dad-11686 972 7 talking talk VERB dad-11686 972 8 about about ADP dad-11686 972 9 ? ? PUNCT dad-11686 973 1 computers computer NOUN dad-11686 973 2 & & CCONJ dad-11686 973 3 education education NOUN dad-11686 973 4 , , PUNCT dad-11686 973 5 46(1):29–48 46(1):29–48 NUM dad-11686 973 6 , , PUNCT dad-11686 973 7 2006 2006 NUM dad-11686 973 8 . . PUNCT dad-11686 974 1 doi doi NOUN dad-11686 974 2 : : PUNCT dad-11686 974 3 10.1016 10.1016 NUM dad-11686 974 4 / / SYM dad-11686 974 5 j. j. PROPN dad-11686 974 6 compedu.2005.04.002 compedu.2005.04.002 PROPN dad-11686 974 7 . . PUNCT dad-11686 975 1 pierre pierre PROPN dad-11686 975 2 tchounikine tchounikine PROPN dad-11686 975 3 , , PUNCT dad-11686 975 4 nikol nikol PROPN dad-11686 975 5 rummel rummel PROPN dad-11686 975 6 , , PUNCT dad-11686 975 7 and and CCONJ dad-11686 975 8 bruce bruce PROPN dad-11686 975 9 m. m. PROPN dad-11686 975 10 mclaren mclaren PROPN dad-11686 975 11 . . PUNCT dad-11686 976 1 computer computer NOUN dad-11686 976 2 supported support VERB dad-11686 976 3 collaborative collaborative ADJ dad-11686 976 4 learning learning NOUN dad-11686 976 5 and and CCONJ dad-11686 976 6 intelligent intelligent ADJ dad-11686 976 7 tutoring tutoring NOUN dad-11686 976 8 systems system NOUN dad-11686 976 9 . . PUNCT dad-11686 977 1 in in ADP dad-11686 977 2 roger roger PROPN dad-11686 977 3 nkambou nkambou PROPN dad-11686 977 4 , , PUNCT dad-11686 977 5 jacqueline jacqueline PROPN dad-11686 977 6 bourdeau bourdeau PROPN dad-11686 977 7 , , PUNCT dad-11686 977 8 and and CCONJ dad-11686 977 9 riichiro riichiro PROPN dad-11686 977 10 mizoguchi mizoguchi PROPN dad-11686 977 11 , , PUNCT dad-11686 977 12 editors editor NOUN dad-11686 977 13 , , PUNCT dad-11686 977 14 advances advance NOUN dad-11686 977 15 in in ADP dad-11686 977 16 intelligent intelligent ADJ dad-11686 977 17 tutoring tutoring NOUN dad-11686 977 18 systems system NOUN dad-11686 977 19 , , PUNCT dad-11686 977 20 studies study NOUN dad-11686 977 21 in in ADP dad-11686 977 22 computational computational ADJ dad-11686 977 23 intelligence intelligence NOUN dad-11686 977 24 , , PUNCT dad-11686 977 25 pages page NOUN dad-11686 977 26 447–463 447–463 NUM dad-11686 977 27 . . PUNCT dad-11686 977 28 springer springer NOUN dad-11686 977 29 , , PUNCT dad-11686 977 30 berlin berlin PROPN dad-11686 977 31 , , PUNCT dad-11686 977 32 heidelberg heidelberg PROPN dad-11686 977 33 , , PUNCT dad-11686 977 34 2010 2010 NUM dad-11686 977 35 . . PUNCT dad-11686 978 1 doi doi NOUN dad-11686 978 2 : : PUNCT dad-11686 978 3 10 10 NUM dad-11686 978 4 . . PUNCT dad-11686 978 5 1007 1007 NUM dad-11686 978 6 / / SYM dad-11686 978 7 978 978 NUM dad-11686 978 8 - - SYM dad-11686 978 9 3 3 NUM dad-11686 978 10 - - PUNCT dad-11686 978 11 642 642 NUM dad-11686 978 12 - - PUNCT dad-11686 978 13 14363 14363 NUM dad-11686 978 14 - - SYM dad-11686 978 15 2 2 NUM dad-11686 978 16 22 22 NUM dad-11686 978 17 . . PUNCT dad-11686 979 1 40 40 NUM dad-11686 979 2 http://doi.org/10.1007/s11412-007-9034-0 http://doi.org/10.1007/s11412-007-9034-0 NOUN dad-11686 979 3 http://doi.org/10.1016/j.chb.2010.05.032 http://doi.org/10.1016/j.chb.2010.05.032 NOUN dad-11686 979 4 http://doi.org/10.1007/s11412-009-9080-x http://doi.org/10.1007/s11412-009-9080-x PROPN dad-11686 979 5 http://doi.org/10.1017/cbo9780511611841 http://doi.org/10.1017/cbo9780511611841 PROPN dad-11686 979 6 http://doi.org/10.1007/978-3-030-65291-3_34 http://doi.org/10.1007/978-3-030-65291-3_34 PROPN dad-11686 979 7 http://doi.org/10.1207/s15327809jls0403_3 http://doi.org/10.1207/s15327809jls0403_3 NOUN dad-11686 979 8 http://doi.org/10.1145/2823513.2823516 http://doi.org/10.1145/2823513.2823516 NUM dad-11686 979 9 http://doi.org/10.1006/jmla.1993.1002 http://doi.org/10.1006/jmla.1993.1002 PROPN dad-11686 979 10 http://doi.org/10.1016/j.compedu.2005.04.002 http://doi.org/10.1016/j.compedu.2005.04.002 NOUN dad-11686 979 11 http://doi.org/10.1016/j.compedu.2005.04.002 http://doi.org/10.1016/j.compedu.2005.04.002 NOUN dad-11686 979 12 http://doi.org/10.1007/978-3-642-14363-2_22 http://doi.org/10.1007/978-3-642-14363-2_22 PROPN dad-11686 979 13 http://doi.org/10.1007/978-3-642-14363-2_22 http://doi.org/10.1007/978-3-642-14363-2_22 PROPN dad-11686 979 14 studying study VERB dad-11686 979 15 alignment alignment NOUN dad-11686 979 16 in in ADP dad-11686 979 17 a a DET dad-11686 979 18 collaborative collaborative ADJ dad-11686 979 19 learning learning NOUN dad-11686 979 20 activity activity NOUN dad-11686 979 21 via via ADP dad-11686 979 22 automatic automatic ADJ dad-11686 979 23 methods method NOUN dad-11686 979 24 jesse jesse PROPN dad-11686 979 25 thomason thomason PROPN dad-11686 979 26 , , PUNCT dad-11686 979 27 huy huy PROPN dad-11686 979 28 v. v. PROPN dad-11686 979 29 nguyen nguyen PROPN dad-11686 979 30 , , PUNCT dad-11686 979 31 and and CCONJ dad-11686 979 32 diane diane PROPN dad-11686 979 33 litman litman PROPN dad-11686 979 34 . . PUNCT dad-11686 979 35 prosodic prosodic ADJ dad-11686 979 36 entrainment entrainment NOUN dad-11686 979 37 and and CCONJ dad-11686 979 38 tutoring tutoring NOUN dad-11686 979 39 dialogue dialogue NOUN dad-11686 979 40 success success NOUN dad-11686 979 41 . . PUNCT dad-11686 980 1 in in ADP dad-11686 980 2 h. h. PROPN dad-11686 980 3 chad chad PROPN dad-11686 980 4 lane lane PROPN dad-11686 980 5 , , PUNCT dad-11686 980 6 kalina kalina PROPN dad-11686 980 7 yacef yacef PROPN dad-11686 980 8 , , PUNCT dad-11686 980 9 jack jack PROPN dad-11686 980 10 mostow mostow PROPN dad-11686 980 11 , , PUNCT dad-11686 980 12 and and CCONJ dad-11686 980 13 philip philip PROPN dad-11686 980 14 pavlik pavlik PROPN dad-11686 980 15 , , PUNCT dad-11686 980 16 editors editor NOUN dad-11686 980 17 , , PUNCT dad-11686 980 18 artificial artificial ADJ dad-11686 980 19 intelligence intelligence NOUN dad-11686 980 20 in in ADP dad-11686 980 21 education education NOUN dad-11686 980 22 , , PUNCT dad-11686 980 23 lecture lecture NOUN dad-11686 980 24 notes note NOUN dad-11686 980 25 in in ADP dad-11686 980 26 computer computer NOUN dad-11686 980 27 science science NOUN dad-11686 980 28 , , PUNCT dad-11686 980 29 pages page NOUN dad-11686 980 30 750–753 750–753 NUM dad-11686 980 31 . . PUNCT dad-11686 981 1 springer springer NOUN dad-11686 981 2 , , PUNCT dad-11686 981 3 2013 2013 NUM dad-11686 981 4 . . PUNCT dad-11686 982 1 doi doi NOUN dad-11686 982 2 : : PUNCT dad-11686 982 3 10.1007/978 10.1007/978 NUM dad-11686 982 4 - - SYM dad-11686 982 5 3 3 NUM dad-11686 982 6 - - PUNCT dad-11686 982 7 642 642 NUM dad-11686 982 8 - - PUNCT dad-11686 982 9 39112 39112 NUM dad-11686 982 10 - - SYM dad-11686 982 11 5 5 NUM dad-11686 982 12 104 104 NUM dad-11686 982 13 . . PUNCT dad-11686 983 1 stefan stefan PROPN dad-11686 983 2 trausan trausan ADJ dad-11686 983 3 - - PUNCT dad-11686 983 4 matu matu NOUN dad-11686 983 5 and and CCONJ dad-11686 983 6 james james PROPN dad-11686 983 7 d. d. PROPN dad-11686 983 8 slotta slotta PROPN dad-11686 983 9 . . PUNCT dad-11686 984 1 artifact artifact ADJ dad-11686 984 2 analysis analysis NOUN dad-11686 984 3 . . PUNCT dad-11686 985 1 in in ADP dad-11686 985 2 ulrike ulrike PROPN dad-11686 985 3 cress cress NOUN dad-11686 985 4 , , PUNCT dad-11686 985 5 carolyn carolyn PROPN dad-11686 985 6 p. p. PROPN dad-11686 985 7 rosé rosé PROPN dad-11686 985 8 , , PUNCT dad-11686 985 9 alyssa alyssa ADJ dad-11686 985 10 friend friend NOUN dad-11686 985 11 wise wise ADJ dad-11686 985 12 , , PUNCT dad-11686 985 13 and and CCONJ dad-11686 985 14 jun jun PROPN dad-11686 985 15 oshima oshima PROPN dad-11686 985 16 , , PUNCT dad-11686 985 17 editors editor NOUN dad-11686 985 18 , , PUNCT dad-11686 985 19 international international ADJ dad-11686 985 20 handbook handbook NOUN dad-11686 985 21 of of ADP dad-11686 985 22 computer computer NOUN dad-11686 985 23 - - PUNCT dad-11686 985 24 supported support VERB dad-11686 985 25 collaborative collaborative ADJ dad-11686 985 26 learning learning NOUN dad-11686 985 27 , , PUNCT dad-11686 985 28 computer computer NOUN dad-11686 985 29 - - PUNCT dad-11686 985 30 supported support VERB dad-11686 985 31 collaborative collaborative ADJ dad-11686 985 32 learning learning NOUN dad-11686 985 33 series series NOUN dad-11686 985 34 , , PUNCT dad-11686 985 35 pages page NOUN dad-11686 985 36 551–567 551–567 NUM dad-11686 985 37 . . PUNCT dad-11686 985 38 springer springer NOUN dad-11686 985 39 , , PUNCT dad-11686 985 40 2021 2021 NUM dad-11686 985 41 . . PUNCT dad-11686 986 1 doi doi NOUN dad-11686 986 2 : : PUNCT dad-11686 986 3 10.1007/978 10.1007/978 NUM dad-11686 986 4 - - SYM dad-11686 986 5 3 3 NUM dad-11686 986 6 - - PUNCT dad-11686 986 7 030 030 NUM dad-11686 986 8 - - PUNCT dad-11686 986 9 65291 65291 NUM dad-11686 986 10 - - SYM dad-11686 986 11 3 3 NUM dad-11686 986 12 30 30 NUM dad-11686 986 13 . . PUNCT dad-11686 987 1 gokhan gokhan PROPN dad-11686 987 2 tur tur PROPN dad-11686 987 3 and and CCONJ dad-11686 987 4 renato renato PROPN dad-11686 987 5 de de PROPN dad-11686 987 6 mori mori PROPN dad-11686 987 7 . . PUNCT dad-11686 988 1 spoken speak VERB dad-11686 988 2 language language NOUN dad-11686 988 3 understanding understanding NOUN dad-11686 988 4 : : PUNCT dad-11686 988 5 systems system NOUN dad-11686 988 6 for for ADP dad-11686 988 7 extracting extract VERB dad-11686 988 8 semantic semantic ADJ dad-11686 988 9 information information NOUN dad-11686 988 10 from from ADP dad-11686 988 11 speech speech NOUN dad-11686 988 12 . . PUNCT dad-11686 989 1 john john PROPN dad-11686 989 2 wiley wiley PROPN dad-11686 989 3 & & CCONJ dad-11686 989 4 sons son NOUN dad-11686 989 5 , , PUNCT dad-11686 989 6 2011 2011 NUM dad-11686 989 7 . . PUNCT dad-11686 990 1 erin erin PROPN dad-11686 990 2 walker walker PROPN dad-11686 990 3 , , PUNCT dad-11686 990 4 nikol nikol PROPN dad-11686 990 5 rummel rummel PROPN dad-11686 990 6 , , PUNCT dad-11686 990 7 and and CCONJ dad-11686 990 8 kenneth kenneth PROPN dad-11686 990 9 r. r. PROPN dad-11686 990 10 koedinger koedinger PROPN dad-11686 990 11 . . PUNCT dad-11686 991 1 designing design VERB dad-11686 991 2 automated automate VERB dad-11686 991 3 adaptive adaptive ADJ dad-11686 991 4 support support NOUN dad-11686 991 5 to to PART dad-11686 991 6 improve improve VERB dad-11686 991 7 student student NOUN dad-11686 991 8 helping help VERB dad-11686 991 9 behaviors behavior NOUN dad-11686 991 10 in in ADP dad-11686 991 11 a a DET dad-11686 991 12 peer peer NOUN dad-11686 991 13 tutoring tutoring NOUN dad-11686 991 14 activity activity NOUN dad-11686 991 15 . . PUNCT dad-11686 992 1 international international ADJ dad-11686 992 2 journal journal PROPN dad-11686 992 3 of of ADP dad-11686 992 4 computer computer NOUN dad-11686 992 5 - - PUNCT dad-11686 992 6 supported support VERB dad-11686 992 7 collaborative collaborative ADJ dad-11686 992 8 learning learning NOUN dad-11686 992 9 , , PUNCT dad-11686 992 10 6(2):279–306 6(2):279–306 NUM dad-11686 992 11 , , PUNCT dad-11686 992 12 2011a 2011a NUM dad-11686 992 13 . . PUNCT dad-11686 993 1 doi doi NOUN dad-11686 993 2 : : PUNCT dad-11686 993 3 10 10 NUM dad-11686 993 4 . . X dad-11686 993 5 1007 1007 NUM dad-11686 993 6 / / SYM dad-11686 993 7 s11412 s11412 NOUN dad-11686 993 8 - - PUNCT dad-11686 993 9 011 011 NUM dad-11686 993 10 - - PUNCT dad-11686 993 11 9111 9111 NUM dad-11686 993 12 - - PUNCT dad-11686 993 13 2 2 NUM dad-11686 993 14 . . PUNCT dad-11686 993 15 erin erin PROPN dad-11686 993 16 walker walker PROPN dad-11686 993 17 , , PUNCT dad-11686 993 18 nikol nikol PROPN dad-11686 993 19 rummel rummel PROPN dad-11686 993 20 , , PUNCT dad-11686 993 21 and and CCONJ dad-11686 993 22 kenneth kenneth PROPN dad-11686 993 23 r. r. PROPN dad-11686 993 24 koedinger koedinger PROPN dad-11686 993 25 . . PUNCT dad-11686 994 1 using use VERB dad-11686 994 2 automated automate VERB dad-11686 994 3 dialog dialog NOUN dad-11686 994 4 analysis analysis NOUN dad-11686 994 5 to to PART dad-11686 994 6 assess assess VERB dad-11686 994 7 peer peer NOUN dad-11686 994 8 tutoring tutoring NOUN dad-11686 994 9 and and CCONJ dad-11686 994 10 trigger trigger VERB dad-11686 994 11 effective effective ADJ dad-11686 994 12 support support NOUN dad-11686 994 13 . . PUNCT dad-11686 995 1 in in ADP dad-11686 995 2 gautam gautam PROPN dad-11686 995 3 biswas biswas PROPN dad-11686 995 4 , , PUNCT dad-11686 995 5 susan susan PROPN dad-11686 995 6 bull bull PROPN dad-11686 995 7 , , PUNCT dad-11686 995 8 judy judy PROPN dad-11686 995 9 kay kay PROPN dad-11686 995 10 , , PUNCT dad-11686 995 11 and and CCONJ dad-11686 995 12 antonija antonija ADV dad-11686 995 13 mitrovic mitrovic VERB dad-11686 995 14 , , PUNCT dad-11686 995 15 editors editor NOUN dad-11686 995 16 , , PUNCT dad-11686 995 17 artificial artificial ADJ dad-11686 995 18 intelligence intelligence NOUN dad-11686 995 19 in in ADP dad-11686 995 20 education education NOUN dad-11686 995 21 , , PUNCT dad-11686 995 22 lecture lecture NOUN dad-11686 995 23 notes note NOUN dad-11686 995 24 in in ADP dad-11686 995 25 computer computer NOUN dad-11686 995 26 science science NOUN dad-11686 995 27 , , PUNCT dad-11686 995 28 pages page NOUN dad-11686 995 29 385–393 385–393 NUM dad-11686 995 30 . . PUNCT dad-11686 995 31 springer springer NOUN dad-11686 995 32 , , PUNCT dad-11686 995 33 2011b 2011b NUM dad-11686 995 34 . . PUNCT dad-11686 996 1 doi doi NOUN dad-11686 996 2 : : PUNCT dad-11686 996 3 10.1007/978 10.1007/978 NUM dad-11686 996 4 - - SYM dad-11686 996 5 3 3 NUM dad-11686 996 6 - - PUNCT dad-11686 996 7 642 642 NUM dad-11686 996 8 - - PUNCT dad-11686 996 9 21869 21869 NUM dad-11686 996 10 - - SYM dad-11686 996 11 9 9 NUM dad-11686 996 12 50 50 NUM dad-11686 996 13 . . PUNCT dad-11686 997 1 arthur arthur PROPN dad-11686 997 2 ward ward PROPN dad-11686 997 3 and and CCONJ dad-11686 997 4 diane diane PROPN dad-11686 997 5 litman litman PROPN dad-11686 997 6 . . PUNCT dad-11686 998 1 dialog dialog PROPN dad-11686 998 2 convergence convergence NOUN dad-11686 998 3 and and CCONJ dad-11686 998 4 learning learning NOUN dad-11686 998 5 . . PUNCT dad-11686 999 1 in in ADP dad-11686 999 2 proceedings proceeding NOUN dad-11686 999 3 of of ADP dad-11686 999 4 the the DET dad-11686 999 5 2007 2007 NUM dad-11686 999 6 conference conference NOUN dad-11686 999 7 on on ADP dad-11686 999 8 artificial artificial ADJ dad-11686 999 9 intelligence intelligence NOUN dad-11686 999 10 in in ADP dad-11686 999 11 education education NOUN dad-11686 999 12 : : PUNCT dad-11686 999 13 building build VERB dad-11686 999 14 technology technology NOUN dad-11686 999 15 rich rich ADJ dad-11686 999 16 learning learning NOUN dad-11686 999 17 contexts context NOUN dad-11686 999 18 that that PRON dad-11686 999 19 work work VERB dad-11686 999 20 , , PUNCT dad-11686 999 21 pages page VERB dad-11686 999 22 262–269 262–269 NUM dad-11686 999 23 . . PUNCT dad-11686 1000 1 ios ios PROPN dad-11686 1000 2 press press PROPN dad-11686 1000 3 , , PUNCT dad-11686 1000 4 june june PROPN dad-11686 1000 5 2007a 2007a NUM dad-11686 1000 6 . . PUNCT dad-11686 1001 1 arthur arthur PROPN dad-11686 1001 2 ward ward PROPN dad-11686 1001 3 and and CCONJ dad-11686 1001 4 diane diane PROPN dad-11686 1001 5 j. j. PROPN dad-11686 1001 6 litman litman PROPN dad-11686 1001 7 . . PUNCT dad-11686 1002 1 automatically automatically ADV dad-11686 1002 2 measuring measure VERB dad-11686 1002 3 lexical lexical ADJ dad-11686 1002 4 and and CCONJ dad-11686 1002 5 acoustic acoustic ADJ dad-11686 1002 6 / / SYM dad-11686 1002 7 prosodic prosodic ADJ dad-11686 1002 8 convergence convergence NOUN dad-11686 1002 9 in in ADP dad-11686 1002 10 tutorial tutorial ADJ dad-11686 1002 11 dialog dialog NOUN dad-11686 1002 12 corpora corpora PROPN dad-11686 1002 13 . . PUNCT dad-11686 1003 1 in in ADP dad-11686 1003 2 slate slate NOUN dad-11686 1003 3 workshop workshop NOUN dad-11686 1003 4 on on ADP dad-11686 1003 5 speech speech NOUN dad-11686 1003 6 and and CCONJ dad-11686 1003 7 language language NOUN dad-11686 1003 8 technology technology NOUN dad-11686 1003 9 in in ADP dad-11686 1003 10 education education NOUN dad-11686 1003 11 , , PUNCT dad-11686 1003 12 2007b 2007b NUM dad-11686 1003 13 . . PUNCT dad-11686 1003 14 url url PROPN dad-11686 1003 15 http://d-scholarship.pitt.edu/id/eprint/23210 http://d-scholarship.pitt.edu/id/eprint/23210 PROPN dad-11686 1003 16 . . PUNCT dad-11686 1004 1 armin armin PROPN dad-11686 1004 2 weinberger weinberger PROPN dad-11686 1004 3 and and CCONJ dad-11686 1004 4 frank frank PROPN dad-11686 1004 5 fischer fischer PROPN dad-11686 1004 6 . . PUNCT dad-11686 1005 1 a a DET dad-11686 1005 2 framework framework NOUN dad-11686 1005 3 to to PART dad-11686 1005 4 analyze analyze VERB dad-11686 1005 5 argumentative argumentative ADJ dad-11686 1005 6 knowledge knowledge NOUN dad-11686 1005 7 construction construction NOUN dad-11686 1005 8 in in ADP dad-11686 1005 9 computer computer NOUN dad-11686 1005 10 - - PUNCT dad-11686 1005 11 supported support VERB dad-11686 1005 12 collaborative collaborative ADJ dad-11686 1005 13 learning learning NOUN dad-11686 1005 14 . . PUNCT dad-11686 1006 1 computers computer NOUN dad-11686 1006 2 & & CCONJ dad-11686 1006 3 education education NOUN dad-11686 1006 4 , , PUNCT dad-11686 1006 5 46(1):71–95 46(1):71–95 NUM dad-11686 1006 6 , , PUNCT dad-11686 1006 7 2006 2006 NUM dad-11686 1006 8 . . PUNCT dad-11686 1007 1 doi doi NOUN dad-11686 1007 2 : : PUNCT dad-11686 1007 3 10.1016 10.1016 NUM dad-11686 1007 4 / / SYM dad-11686 1007 5 j.compedu.2005.04.003 j.compedu.2005.04.003 PROPN dad-11686 1007 6 . . PUNCT dad-11686 1008 1 vicky vicky PROPN dad-11686 1008 2 zayats zayats PROPN dad-11686 1008 3 , , PUNCT dad-11686 1008 4 trang trang PROPN dad-11686 1008 5 tran tran PROPN dad-11686 1008 6 , , PUNCT dad-11686 1008 7 richard richard PROPN dad-11686 1008 8 wright wright PROPN dad-11686 1008 9 , , PUNCT dad-11686 1008 10 courtney courtney PROPN dad-11686 1008 11 mansfield mansfield PROPN dad-11686 1008 12 , , PUNCT dad-11686 1008 13 and and CCONJ dad-11686 1008 14 mari mari PROPN dad-11686 1008 15 ostendorf ostendorf PROPN dad-11686 1008 16 . . PUNCT dad-11686 1009 1 disfluencies disfluency NOUN dad-11686 1009 2 and and CCONJ dad-11686 1009 3 human human ADJ dad-11686 1009 4 speech speech NOUN dad-11686 1009 5 transcription transcription NOUN dad-11686 1009 6 errors error NOUN dad-11686 1009 7 . . PUNCT dad-11686 1010 1 in in ADP dad-11686 1010 2 proc proc NOUN dad-11686 1010 3 . . PUNCT dad-11686 1011 1 interspeech interspeech NOUN dad-11686 1011 2 2019 2019 NUM dad-11686 1011 3 , , PUNCT dad-11686 1011 4 april april PROPN dad-11686 1011 5 2019 2019 NUM dad-11686 1011 6 . . PUNCT dad-11686 1012 1 doi doi NOUN dad-11686 1012 2 : : PUNCT dad-11686 1012 3 10.21437/ 10.21437/ NUM dad-11686 1012 4 interspeech.2019 interspeech.2019 NOUN dad-11686 1012 5 - - SYM dad-11686 1012 6 3134 3134 NUM dad-11686 1012 7 . . PUNCT dad-11686 1013 1 appendix appendix VERB dad-11686 1013 2 a. a. NOUN dad-11686 1013 3 automatic automatic ADJ dad-11686 1013 4 speech speech NOUN dad-11686 1013 5 recognition recognition NOUN dad-11686 1013 6 ( ( PUNCT dad-11686 1013 7 asr asr PROPN dad-11686 1013 8 ) ) PUNCT dad-11686 1013 9 comparison comparison NOUN dad-11686 1013 10 an an DET dad-11686 1013 11 accurate accurate ADJ dad-11686 1013 12 transcription transcription NOUN dad-11686 1013 13 of of ADP dad-11686 1013 14 the the DET dad-11686 1013 15 task task NOUN dad-11686 1013 16 - - PUNCT dad-11686 1013 17 specific specific ADJ dad-11686 1013 18 referents referent NOUN dad-11686 1013 19 is be AUX dad-11686 1013 20 crucial crucial ADJ dad-11686 1013 21 for for ADP dad-11686 1013 22 both both CCONJ dad-11686 1013 23 our our PRON dad-11686 1013 24 lexical lexical ADJ dad-11686 1013 25 and and CCONJ dad-11686 1013 26 behavioural behavioural ADJ dad-11686 1013 27 alignment alignment NOUN dad-11686 1013 28 measures measure NOUN dad-11686 1013 29 . . PUNCT dad-11686 1014 1 to to PART dad-11686 1014 2 evaluate evaluate VERB dad-11686 1014 3 how how SCONJ dad-11686 1014 4 well well ADV dad-11686 1014 5 automatic automatic ADJ dad-11686 1014 6 speech speech NOUN dad-11686 1014 7 recognition recognition NOUN dad-11686 1014 8 would would AUX dad-11686 1014 9 perform perform VERB dad-11686 1014 10 in in ADP dad-11686 1014 11 obtaining obtain VERB dad-11686 1014 12 transcripts transcript NOUN dad-11686 1014 13 for for ADP dad-11686 1014 14 our our PRON dad-11686 1014 15 analyses analysis NOUN dad-11686 1014 16 , , PUNCT dad-11686 1014 17 we we PRON dad-11686 1014 18 used use VERB dad-11686 1014 19 the the DET dad-11686 1014 20 google google PROPN dad-11686 1014 21 cloud cloud PROPN dad-11686 1014 22 speech speech NOUN dad-11686 1014 23 - - PUNCT dad-11686 1014 24 to to ADP dad-11686 1014 25 - - PUNCT dad-11686 1014 26 text text NOUN dad-11686 1014 27 services service NOUN dad-11686 1014 28 . . PUNCT dad-11686 1015 1 to to PART dad-11686 1015 2 configure configure VERB dad-11686 1015 3 the the DET dad-11686 1015 4 recognition recognition NOUN dad-11686 1015 5 system system NOUN dad-11686 1015 6 , , PUNCT dad-11686 1015 7 we we PRON dad-11686 1015 8 extracted extract VERB dad-11686 1015 9 a a DET dad-11686 1015 10 15 15 NUM dad-11686 1015 11 seconds second NOUN dad-11686 1015 12 long long ADJ dad-11686 1015 13 audio audio NOUN dad-11686 1015 14 sample sample NOUN dad-11686 1015 15 that that PRON dad-11686 1015 16 contains contain VERB dad-11686 1015 17 task task NOUN dad-11686 1015 18 - - PUNCT dad-11686 1015 19 specific specific ADJ dad-11686 1015 20 referents referent NOUN dad-11686 1015 21 and and CCONJ dad-11686 1015 22 a a DET dad-11686 1015 23 filler filler NOUN dad-11686 1015 24 “ " PUNCT dad-11686 1015 25 um um INTJ dad-11686 1015 26 ” " PUNCT dad-11686 1015 27 , , PUNCT dad-11686 1015 28 see see VERB dad-11686 1015 29 the the DET dad-11686 1015 30 reference reference NOUN dad-11686 1015 31 transcript transcript NOUN dad-11686 1015 32 at at ADP dad-11686 1015 33 table table NOUN dad-11686 1015 34 9 9 NUM dad-11686 1015 35 . . PUNCT dad-11686 1016 1 we we PRON dad-11686 1016 2 need need VERB dad-11686 1016 3 to to PART dad-11686 1016 4 assist assist VERB dad-11686 1016 5 the the DET dad-11686 1016 6 system system NOUN dad-11686 1016 7 towards towards ADP dad-11686 1016 8 improving improve VERB dad-11686 1016 9 its its PRON dad-11686 1016 10 accuracy accuracy NOUN dad-11686 1016 11 for for ADP dad-11686 1016 12 the the DET dad-11686 1016 13 task task NOUN dad-11686 1016 14 - - PUNCT dad-11686 1016 15 specific specific ADJ dad-11686 1016 16 referents referent NOUN dad-11686 1016 17 , , PUNCT dad-11686 1016 18 as as SCONJ dad-11686 1016 19 these these PRON dad-11686 1016 20 are be AUX dad-11686 1016 21 context context NOUN dad-11686 1016 22 specific specific ADJ dad-11686 1016 23 41 41 NUM dad-11686 1016 24 http://doi.org/10.1007/978-3-642-39112-5_104 http://doi.org/10.1007/978-3-642-39112-5_104 NOUN dad-11686 1016 25 http://doi.org/10.1007/978-3-030-65291-3_30 http://doi.org/10.1007/978-3-030-65291-3_30 PROPN dad-11686 1016 26 http://doi.org/10.1007/s11412-011-9111-2 http://doi.org/10.1007/s11412-011-9111-2 NUM dad-11686 1016 27 http://doi.org/10.1007/s11412-011-9111-2 http://doi.org/10.1007/s11412-011-9111-2 NUM dad-11686 1016 28 http://doi.org/10.1007/978-3-642-21869-9_50 http://doi.org/10.1007/978-3-642-21869-9_50 PROPN dad-11686 1016 29 http://d-scholarship.pitt.edu/id/eprint/23210 http://d-scholarship.pitt.edu/id/eprint/23210 PROPN dad-11686 1016 30 http://doi.org/10.1016/j.compedu.2005.04.003 http://doi.org/10.1016/j.compedu.2005.04.003 NOUN dad-11686 1016 31 http://doi.org/10.21437/interspeech.2019-3134 http://doi.org/10.21437/interspeech.2019-3134 INTJ dad-11686 1016 32 http://doi.org/10.21437/interspeech.2019-3134 http://doi.org/10.21437/interspeech.2019-3134 PROPN dad-11686 1016 33 https://cloud.google.com/speech-to-text https://cloud.google.com/speech-to-text PROPN dad-11686 1016 34 utku utku PROPN dad-11686 1016 35 norman∗ norman∗ NOUN dad-11686 1016 36 , , PUNCT dad-11686 1016 37 tanvi tanvi NOUN dad-11686 1016 38 dinkar∗ dinkar∗ NOUN dad-11686 1016 39 , , PUNCT dad-11686 1016 40 barbara barbara PROPN dad-11686 1016 41 bruno bruno PROPN dad-11686 1016 42 , , PUNCT dad-11686 1016 43 and and CCONJ dad-11686 1016 44 chloé chloé NOUN dad-11686 1016 45 clavel clavel ADJ dad-11686 1016 46 type type NOUN dad-11686 1016 47 start start NOUN dad-11686 1016 48 ( ( PUNCT dad-11686 1016 49 s s NOUN dad-11686 1016 50 ) ) PUNCT dad-11686 1016 51 end end NOUN dad-11686 1016 52 ( ( PUNCT dad-11686 1016 53 s s NOUN dad-11686 1016 54 ) ) PUNCT dad-11686 1016 55 int int NOUN dad-11686 1016 56 . . PUNCT dad-11686 1017 1 utterance utterance NOUN dad-11686 1017 2 reference reference NOUN dad-11686 1017 3 552.5 552.5 NUM dad-11686 1017 4 556.7 556.7 NUM dad-11686 1017 5 a a DET dad-11686 1017 6 what what PRON dad-11686 1017 7 about about ADP dad-11686 1017 8 mount mount PROPN dad-11686 1017 9 davos davos PROPN dad-11686 1017 10 to to ADP dad-11686 1017 11 mount mount PROPN dad-11686 1017 12 , , PUNCT dad-11686 1017 13 saint saint PROPN dad-11686 1017 14 gallen gallen PROPN dad-11686 1017 15 ? ? PUNCT dad-11686 1018 1 558.6 558.6 NUM dad-11686 1018 2 562.6 562.6 NUM dad-11686 1018 3 b b NOUN dad-11686 1018 4 because because SCONJ dad-11686 1018 5 what what PRON dad-11686 1018 6 if if SCONJ dad-11686 1018 7 , , PUNCT dad-11686 1018 8 you you PRON dad-11686 1018 9 did do VERB dad-11686 1018 10 if if SCONJ dad-11686 1018 11 we we PRON dad-11686 1018 12 could could AUX dad-11686 1018 13 do do VERB dad-11686 1018 14 it it PRON dad-11686 1018 15 ? ? PUNCT dad-11686 1019 1 562.5 562.5 NUM dad-11686 1019 2 566.1 566.1 NUM dad-11686 1019 3 a a DET dad-11686 1019 4 what what PRON dad-11686 1019 5 about about ADP dad-11686 1019 6 mount mount PROPN dad-11686 1019 7 um um INTJ dad-11686 1019 8 davos davos PROPN dad-11686 1019 9 to to ADP dad-11686 1019 10 mount mount PROPN dad-11686 1019 11 gallen gallen PROPN dad-11686 1019 12 ? ? PUNCT dad-11686 1020 1 default default VERB dad-11686 1020 2 552.2 552.2 NUM dad-11686 1020 3 556.1 556.1 NUM dad-11686 1020 4 a a DET dad-11686 1020 5 what what PRON dad-11686 1020 6 about about ADP dad-11686 1020 7 mount mount PROPN dad-11686 1020 8 davis davis PROPN dad-11686 1020 9 to to PART dad-11686 1020 10 mount mount PROPN dad-11686 1020 11 saint saint PROPN dad-11686 1020 12 helen helen PROPN dad-11686 1020 13 ? ? PUNCT dad-11686 1021 1 558.5 558.5 NUM dad-11686 1021 2 562.3 562.3 NUM dad-11686 1021 3 b b NOUN dad-11686 1021 4 cuz cuz ADP dad-11686 1021 5 what what PRON dad-11686 1021 6 if if SCONJ dad-11686 1021 7 you you PRON dad-11686 1021 8 did do VERB dad-11686 1021 9 , , PUNCT dad-11686 1021 10 if if SCONJ dad-11686 1021 11 we we PRON dad-11686 1021 12 could could AUX dad-11686 1021 13 do do AUX dad-11686 1021 14 it it PRON dad-11686 1021 15 . . PUNCT dad-11686 1022 1 558.6 558.6 NUM dad-11686 1022 2 560.9 560.9 NUM dad-11686 1022 3 a a DET dad-11686 1022 4 what what PRON dad-11686 1022 5 if if SCONJ dad-11686 1022 6 you you PRON dad-11686 1022 7 did do VERB dad-11686 1022 8 ? ? PUNCT dad-11686 1023 1 561.7 561.7 NUM dad-11686 1023 2 565.9 565.9 NUM dad-11686 1023 3 a a PRON dad-11686 1023 4 could could AUX dad-11686 1023 5 you you PRON dad-11686 1023 6 it it PRON dad-11686 1023 7 ? ? PUNCT dad-11686 1024 1 what what PRON dad-11686 1024 2 about about ADP dad-11686 1024 3 mount mount PROPN dad-11686 1024 4 davis davis PROPN dad-11686 1024 5 to to PART dad-11686 1024 6 mount mount PROPN dad-11686 1024 7 gallon gallon NOUN dad-11686 1024 8 ? ? PUNCT dad-11686 1025 1 566.0 566.0 NUM dad-11686 1025 2 566.7 566.7 NUM dad-11686 1025 3 b b PROPN dad-11686 1025 4 mount mount PROPN dad-11686 1025 5 . . PUNCT dad-11686 1026 1 adapted adapt VERB dad-11686 1026 2 552.6 552.6 NUM dad-11686 1026 3 556.5 556.5 NUM dad-11686 1026 4 a a DET dad-11686 1026 5 what what PRON dad-11686 1026 6 about about ADP dad-11686 1026 7 mount mount PROPN dad-11686 1026 8 davos davos PROPN dad-11686 1026 9 to to ADP dad-11686 1026 10 mount mount PROPN dad-11686 1026 11 st st PROPN dad-11686 1026 12 . . PUNCT dad-11686 1027 1 gallen gallen PROPN dad-11686 1027 2 ? ? PUNCT dad-11686 1028 1 558.7 558.7 NUM dad-11686 1028 2 562.8 562.8 NUM dad-11686 1028 3 b b NOUN dad-11686 1028 4 cuz cuz ADP dad-11686 1028 5 what what PRON dad-11686 1028 6 if if SCONJ dad-11686 1028 7 you you PRON dad-11686 1028 8 did do VERB dad-11686 1028 9 , , PUNCT dad-11686 1028 10 if if SCONJ dad-11686 1028 11 we we PRON dad-11686 1028 12 could could AUX dad-11686 1028 13 do do AUX dad-11686 1028 14 it it PRON dad-11686 1028 15 . . PUNCT dad-11686 1029 1 562.5 562.5 NUM dad-11686 1029 2 565.8 565.8 NUM dad-11686 1029 3 a a DET dad-11686 1029 4 what what PRON dad-11686 1029 5 about about ADP dad-11686 1029 6 mount mount PROPN dad-11686 1029 7 davos davos PROPN dad-11686 1029 8 to to ADP dad-11686 1029 9 mount mount PROPN dad-11686 1029 10 gallen gallen PROPN dad-11686 1029 11 ? ? PUNCT dad-11686 1029 12 table table NOUN dad-11686 1029 13 9 9 NUM dad-11686 1029 14 : : PUNCT dad-11686 1029 15 automatic automatic ADJ dad-11686 1029 16 transcription transcription NOUN dad-11686 1029 17 results result VERB dad-11686 1029 18 for for ADP dad-11686 1029 19 an an DET dad-11686 1029 20 audio audio ADJ dad-11686 1029 21 sample sample NOUN dad-11686 1029 22 . . PUNCT dad-11686 1030 1 words word NOUN dad-11686 1030 2 that that PRON dad-11686 1030 3 do do AUX dad-11686 1030 4 not not PART dad-11686 1030 5 occur occur VERB dad-11686 1030 6 frequently frequently ADV dad-11686 1030 7 and and CCONJ dad-11686 1030 8 thus thus ADV dad-11686 1030 9 would would AUX dad-11686 1030 10 be be AUX dad-11686 1030 11 difficult difficult ADJ dad-11686 1030 12 to to PART dad-11686 1030 13 recognise recognise VERB dad-11686 1030 14 . . PUNCT dad-11686 1031 1 to to PART dad-11686 1031 2 do do VERB dad-11686 1031 3 so so ADV dad-11686 1031 4 , , PUNCT dad-11686 1031 5 we we PRON dad-11686 1031 6 supplied supply VERB dad-11686 1031 7 the the DET dad-11686 1031 8 task task NOUN dad-11686 1031 9 - - PUNCT dad-11686 1031 10 specific specific ADJ dad-11686 1031 11 referents referent NOUN dad-11686 1031 12 as as ADP dad-11686 1031 13 ‘ ' PUNCT dad-11686 1031 14 hints hint NOUN dad-11686 1031 15 ’ ' PUNCT dad-11686 1031 16 to to ADP dad-11686 1031 17 the the DET dad-11686 1031 18 asr asr NOUN dad-11686 1031 19 system system NOUN dad-11686 1031 20 . . PUNCT dad-11686 1032 1 then then ADV dad-11686 1032 2 , , PUNCT dad-11686 1032 3 we we PRON dad-11686 1032 4 used use VERB dad-11686 1032 5 the the DET dad-11686 1032 6 extra extra ADJ dad-11686 1032 7 boost boost NOUN dad-11686 1032 8 feature feature NOUN dad-11686 1032 9 of of ADP dad-11686 1032 10 the the DET dad-11686 1032 11 system system NOUN dad-11686 1032 12 to to PART dad-11686 1032 13 increase increase VERB dad-11686 1032 14 the the DET dad-11686 1032 15 probability probability NOUN dad-11686 1032 16 that that SCONJ dad-11686 1032 17 these these DET dad-11686 1032 18 specific specific ADJ dad-11686 1032 19 phrases phrase NOUN dad-11686 1032 20 will will AUX dad-11686 1032 21 be be AUX dad-11686 1032 22 recognised recognise VERB dad-11686 1032 23 as as SCONJ dad-11686 1032 24 described describe VERB dad-11686 1032 25 in in ADP dad-11686 1032 26 the the DET dad-11686 1032 27 system system NOUN dad-11686 1032 28 ’s ’s PART dad-11686 1032 29 documentation documentation NOUN dad-11686 1032 30 ( ( PUNCT dad-11686 1032 31 boost boost VERB dad-11686 1032 32 = = NOUN dad-11686 1032 33 200 200 NUM dad-11686 1032 34 ) ) PUNCT dad-11686 1032 35 . . PUNCT dad-11686 1033 1 furthermore furthermore ADV dad-11686 1033 2 , , PUNCT dad-11686 1033 3 we we PRON dad-11686 1033 4 set set VERB dad-11686 1033 5 the the DET dad-11686 1033 6 system system NOUN dad-11686 1033 7 to to PART dad-11686 1033 8 use use VERB dad-11686 1033 9 the the DET dad-11686 1033 10 enhanced enhanced ADJ dad-11686 1033 11 “ " PUNCT dad-11686 1033 12 video video NOUN dad-11686 1033 13 ” " PUNCT dad-11686 1033 14 model model NOUN dad-11686 1033 15 that that PRON dad-11686 1033 16 is be AUX dad-11686 1033 17 particularly particularly ADV dad-11686 1033 18 suitable suitable ADJ dad-11686 1033 19 “ " PUNCT dad-11686 1033 20 for for ADP dad-11686 1033 21 audio audio NOUN dad-11686 1033 22 that that PRON dad-11686 1033 23 was be AUX dad-11686 1033 24 recorded record VERB dad-11686 1033 25 with with ADP dad-11686 1033 26 a a DET dad-11686 1033 27 high high ADJ dad-11686 1033 28 - - PUNCT dad-11686 1033 29 quality quality NOUN dad-11686 1033 30 microphone microphone NOUN dad-11686 1033 31 or or CCONJ dad-11686 1033 32 that that PRON dad-11686 1033 33 has have VERB dad-11686 1033 34 lots lot NOUN dad-11686 1033 35 of of ADP dad-11686 1033 36 background background NOUN dad-11686 1033 37 noise noise NOUN dad-11686 1033 38 ” " PUNCT dad-11686 1033 39 . . PUNCT dad-11686 1034 1 this this PRON dad-11686 1034 2 is be AUX dad-11686 1034 3 the the DET dad-11686 1034 4 case case NOUN dad-11686 1034 5 for for ADP dad-11686 1034 6 our our PRON dad-11686 1034 7 data datum NOUN dad-11686 1034 8 that that PRON dad-11686 1034 9 contains contain VERB dad-11686 1034 10 background background NOUN dad-11686 1034 11 music music NOUN dad-11686 1034 12 of of ADP dad-11686 1034 13 the the DET dad-11686 1034 14 game game NOUN dad-11686 1034 15 and and CCONJ dad-11686 1034 16 some some DET dad-11686 1034 17 audio audio ADJ dad-11686 1034 18 spill spill NOUN dad-11686 1034 19 where where SCONJ dad-11686 1034 20 one one NUM dad-11686 1034 21 interlocutor interlocutor NOUN dad-11686 1034 22 ’s ’s PART dad-11686 1034 23 microphone microphone NOUN dad-11686 1034 24 could could AUX dad-11686 1034 25 pick pick VERB dad-11686 1034 26 up up ADP dad-11686 1034 27 sound sound NOUN dad-11686 1034 28 from from ADP dad-11686 1034 29 the the DET dad-11686 1034 30 other other ADJ dad-11686 1034 31 interlocutor interlocutor NOUN dad-11686 1034 32 . . PUNCT dad-11686 1035 1 for for ADP dad-11686 1035 2 the the DET dad-11686 1035 3 audio audio ADJ dad-11686 1035 4 sample sample NOUN dad-11686 1035 5 , , PUNCT dad-11686 1035 6 table table NOUN dad-11686 1035 7 9 9 NUM dad-11686 1035 8 presents present VERB dad-11686 1035 9 our our PRON dad-11686 1035 10 manually manually ADV dad-11686 1035 11 obtained obtain VERB dad-11686 1035 12 reference reference NOUN dad-11686 1035 13 transcript transcript NOUN dad-11686 1035 14 , , PUNCT dad-11686 1035 15 the the DET dad-11686 1035 16 automatic automatic ADJ dad-11686 1035 17 transcript transcript NOUN dad-11686 1035 18 with with ADP dad-11686 1035 19 the the DET dad-11686 1035 20 default default NOUN dad-11686 1035 21 model model NOUN dad-11686 1035 22 , , PUNCT dad-11686 1035 23 and and CCONJ dad-11686 1035 24 the the DET dad-11686 1035 25 transcript transcript NOUN dad-11686 1035 26 with with ADP dad-11686 1035 27 a a DET dad-11686 1035 28 model model NOUN dad-11686 1035 29 adapted adapt VERB dad-11686 1035 30 to to ADP dad-11686 1035 31 our our PRON dad-11686 1035 32 dataset dataset NOUN dad-11686 1035 33 . . PUNCT dad-11686 1036 1 the the DET dad-11686 1036 2 transcription transcription NOUN dad-11686 1036 3 with with ADP dad-11686 1036 4 the the DET dad-11686 1036 5 adapted adapt VERB dad-11686 1036 6 model model NOUN dad-11686 1036 7 seems seem VERB dad-11686 1036 8 promising promise VERB dad-11686 1036 9 , , PUNCT dad-11686 1036 10 as as SCONJ dad-11686 1036 11 the the DET dad-11686 1036 12 task task NOUN dad-11686 1036 13 - - PUNCT dad-11686 1036 14 specific specific ADJ dad-11686 1036 15 referents referent NOUN dad-11686 1036 16 are be AUX dad-11686 1036 17 correctly correctly ADV dad-11686 1036 18 transcribed transcribe VERB dad-11686 1036 19 . . PUNCT dad-11686 1037 1 with with ADP dad-11686 1037 2 the the DET dad-11686 1037 3 same same ADJ dad-11686 1037 4 adapted adapt VERB dad-11686 1037 5 configuration configuration NOUN dad-11686 1037 6 , , PUNCT dad-11686 1037 7 we we PRON dad-11686 1037 8 automatically automatically ADV dad-11686 1037 9 transcribed transcribe VERB dad-11686 1037 10 the the DET dad-11686 1037 11 complete complete ADJ dad-11686 1037 12 audio audio ADJ dad-11686 1037 13 files file NOUN dad-11686 1037 14 , , PUNCT dad-11686 1037 15 for for ADP dad-11686 1037 16 the the DET dad-11686 1037 17 subset subset NOUN dad-11686 1037 18 of of ADP dad-11686 1037 19 data datum NOUN dad-11686 1037 20 . . PUNCT dad-11686 1038 1 we we PRON dad-11686 1038 2 evaluate evaluate VERB dad-11686 1038 3 using use VERB dad-11686 1038 4 traditional traditional ADJ dad-11686 1038 5 word word NOUN dad-11686 1038 6 error error NOUN dad-11686 1038 7 rate rate NOUN dad-11686 1038 8 ( ( PUNCT dad-11686 1038 9 wer wer NOUN dad-11686 1038 10 ) ) PUNCT dad-11686 1038 11 , , PUNCT dad-11686 1038 12 but but CCONJ dad-11686 1038 13 also also ADV dad-11686 1038 14 evaluate evaluate VERB dad-11686 1038 15 the the DET dad-11686 1038 16 error error NOUN dad-11686 1038 17 rate rate NOUN dad-11686 1038 18 for for ADP dad-11686 1038 19 task task NOUN dad-11686 1038 20 - - PUNCT dad-11686 1038 21 specific specific ADJ dad-11686 1038 22 referents referent NOUN dad-11686 1038 23 only only ADV dad-11686 1038 24 ( ( PUNCT dad-11686 1038 25 as as SCONJ dad-11686 1038 26 only only ADV dad-11686 1038 27 task task NOUN dad-11686 1038 28 specific specific ADJ dad-11686 1038 29 referents referent NOUN dad-11686 1038 30 are be AUX dad-11686 1038 31 required require VERB dad-11686 1038 32 for for ADP dad-11686 1038 33 the the DET dad-11686 1038 34 methodology methodology NOUN dad-11686 1038 35 for for ADP dad-11686 1038 36 h1.1 h1.1 NOUN dad-11686 1038 37 and and CCONJ dad-11686 1038 38 h2.1 h2.1 NUM dad-11686 1038 39 ) ) PUNCT dad-11686 1038 40 . . PUNCT dad-11686 1039 1 fig fig NOUN dad-11686 1039 2 . . PUNCT dad-11686 1040 1 10 10 NUM dad-11686 1040 2 presents present VERB dad-11686 1040 3 the the DET dad-11686 1040 4 error error NOUN dad-11686 1040 5 rates rate NOUN dad-11686 1040 6 for for ADP dad-11686 1040 7 the the DET dad-11686 1040 8 automatic automatic ADJ dad-11686 1040 9 transcripts transcript NOUN dad-11686 1040 10 . . PUNCT dad-11686 1041 1 we we PRON dad-11686 1041 2 see see VERB dad-11686 1041 3 that that SCONJ dad-11686 1041 4 the the DET dad-11686 1041 5 word word NOUN dad-11686 1041 6 error error NOUN dad-11686 1041 7 rates rate NOUN dad-11686 1041 8 are be AUX dad-11686 1041 9 very very ADV dad-11686 1041 10 high high ADJ dad-11686 1041 11 ( ( PUNCT dad-11686 1041 12 median median NOUN dad-11686 1041 13 = = PUNCT dad-11686 1041 14 62.6 62.6 NUM dad-11686 1041 15 % % NOUN dad-11686 1041 16 ) ) PUNCT dad-11686 1041 17 , , PUNCT dad-11686 1041 18 and and CCONJ dad-11686 1041 19 varied varied ADJ dad-11686 1041 20 between between ADP dad-11686 1041 21 interlocutors interlocutor NOUN dad-11686 1041 22 of of ADP dad-11686 1041 23 the the DET dad-11686 1041 24 same same ADJ dad-11686 1041 25 team team NOUN dad-11686 1041 26 ( ( PUNCT dad-11686 1041 27 ranging range VERB dad-11686 1041 28 from from ADP dad-11686 1041 29 = = PUNCT dad-11686 1041 30 37.7 37.7 NUM dad-11686 1041 31 % % NOUN dad-11686 1041 32 to to ADP dad-11686 1041 33 = = NOUN dad-11686 1041 34 253.4 253.4 NUM dad-11686 1041 35 % % NOUN dad-11686 1041 36 ) ) PUNCT dad-11686 1041 37 . . PUNCT dad-11686 1042 1 when when SCONJ dad-11686 1042 2 we we PRON dad-11686 1042 3 filter filter VERB dad-11686 1042 4 for for ADP dad-11686 1042 5 the the DET dad-11686 1042 6 task task NOUN dad-11686 1042 7 - - PUNCT dad-11686 1042 8 specific specific ADJ dad-11686 1042 9 referents referent NOUN dad-11686 1042 10 , , PUNCT dad-11686 1042 11 we we PRON dad-11686 1042 12 see see VERB dad-11686 1042 13 that that SCONJ dad-11686 1042 14 the the DET dad-11686 1042 15 referent referent NOUN dad-11686 1042 16 error error NOUN dad-11686 1042 17 rates rate NOUN dad-11686 1042 18 are be AUX dad-11686 1042 19 high high ADJ dad-11686 1042 20 as as ADV dad-11686 1042 21 well well ADV dad-11686 1042 22 ( ( PUNCT dad-11686 1042 23 median median NOUN dad-11686 1042 24 = = SYM dad-11686 1042 25 47.3 47.3 NUM dad-11686 1042 26 % % NOUN dad-11686 1042 27 ) ) PUNCT dad-11686 1042 28 . . PUNCT dad-11686 1043 1 thus thus ADV dad-11686 1043 2 it it PRON dad-11686 1043 3 is be AUX dad-11686 1043 4 infeasible infeasible ADJ dad-11686 1043 5 to to PART dad-11686 1043 6 use use VERB dad-11686 1043 7 automatic automatic ADJ dad-11686 1043 8 transcripts transcript NOUN dad-11686 1043 9 for for ADP dad-11686 1043 10 this this DET dad-11686 1043 11 work work NOUN dad-11686 1043 12 , , PUNCT dad-11686 1043 13 and and CCONJ dad-11686 1043 14 therefore therefore ADV dad-11686 1043 15 use use VERB dad-11686 1043 16 gold gold NOUN dad-11686 1043 17 - - PUNCT dad-11686 1043 18 standard standard NOUN dad-11686 1043 19 transcripts transcript NOUN dad-11686 1043 20 . . PUNCT dad-11686 1044 1 we we PRON dad-11686 1044 2 note note VERB dad-11686 1044 3 that that SCONJ dad-11686 1044 4 the the DET dad-11686 1044 5 filler filler NOUN dad-11686 1044 6 “ " PUNCT dad-11686 1044 7 uh uh INTJ dad-11686 1044 8 ” " PUNCT dad-11686 1044 9 is be AUX dad-11686 1044 10 not not PART dad-11686 1044 11 recognised recognise VERB dad-11686 1044 12 . . PUNCT dad-11686 1045 1 appendix appendix PROPN dad-11686 1045 2 b. b. PROPN dad-11686 1045 3 accuracy accuracy NOUN dad-11686 1045 4 of of ADP dad-11686 1045 5 algorithms algorithm NOUN dad-11686 1045 6 for for ADP dad-11686 1045 7 studying study VERB dad-11686 1045 8 lexical lexical ADJ dad-11686 1045 9 alignment alignment NOUN dad-11686 1045 10 ( ( PUNCT dad-11686 1045 11 rq1 rq1 NOUN dad-11686 1045 12 ) ) PUNCT dad-11686 1045 13 the the DET dad-11686 1045 14 algorithm algorithm NOUN dad-11686 1045 15 extracts extract VERB dad-11686 1045 16 routine routine ADJ dad-11686 1045 17 expressions expression NOUN dad-11686 1045 18 by by ADP dad-11686 1045 19 the the DET dad-11686 1045 20 exact exact ADJ dad-11686 1045 21 matching matching NOUN dad-11686 1045 22 of of ADP dad-11686 1045 23 token token ADJ dad-11686 1045 24 sequences sequence NOUN dad-11686 1045 25 : : PUNCT dad-11686 1045 26 thus thus ADV dad-11686 1045 27 , , PUNCT dad-11686 1045 28 the the DET dad-11686 1045 29 accuracy accuracy NOUN dad-11686 1045 30 of of ADP dad-11686 1045 31 the the DET dad-11686 1045 32 inference inference NOUN dad-11686 1045 33 depends depend VERB dad-11686 1045 34 only only ADV dad-11686 1045 35 on on ADP dad-11686 1045 36 having have VERB dad-11686 1045 37 accurate accurate ADJ dad-11686 1045 38 transcripts transcript NOUN dad-11686 1045 39 . . PUNCT dad-11686 1046 1 we we PRON dad-11686 1046 2 have have VERB dad-11686 1046 3 gold gold NOUN dad-11686 1046 4 - - PUNCT dad-11686 1046 5 standard standard NOUN dad-11686 1046 6 transcriptions transcription NOUN dad-11686 1046 7 with with ADP dad-11686 1046 8 standardised standardised ADJ dad-11686 1046 9 variations variation NOUN dad-11686 1046 10 of of ADP dad-11686 1046 11 pronunciation pronunciation NOUN dad-11686 1046 12 ( ( PUNCT dad-11686 1046 13 the the DET dad-11686 1046 14 details detail NOUN dad-11686 1046 15 of of ADP dad-11686 1046 16 the the DET dad-11686 1046 17 transcription transcription NOUN dad-11686 1046 18 are be AUX dad-11686 1046 19 given give VERB dad-11686 1046 20 sec sec PROPN dad-11686 1046 21 . . PROPN dad-11686 1046 22 3.3 3.3 NUM dad-11686 1046 23 ) ) PUNCT dad-11686 1046 24 . . PUNCT dad-11686 1047 1 thus thus ADV dad-11686 1047 2 the the DET dad-11686 1047 3 extraction extraction NOUN dad-11686 1047 4 of of ADP dad-11686 1047 5 routine routine ADJ dad-11686 1047 6 expressions expression NOUN dad-11686 1047 7 , , PUNCT dad-11686 1047 8 and and CCONJ dad-11686 1047 9 subsequently subsequently ADV dad-11686 1047 10 determining determine VERB dad-11686 1047 11 the the DET dad-11686 1047 12 priming priming NOUN dad-11686 1047 13 and and CCONJ dad-11686 1047 14 establishment establishment NOUN dad-11686 1047 15 times time NOUN dad-11686 1047 16 are be AUX dad-11686 1047 17 not not PART dad-11686 1047 18 sources source NOUN dad-11686 1047 19 of of ADP dad-11686 1047 20 error error NOUN dad-11686 1047 21 . . PUNCT dad-11686 1048 1 42 42 NUM dad-11686 1048 2 https://cloud.google.com/python/docs/reference/speech/latest/google.cloud.speech_v1p1beta1.types.speechcontext?hl=en https://cloud.google.com/python/docs/reference/speech/latest/google.cloud.speech_v1p1beta1.types.speechcontext?hl=en ADJ dad-11686 1048 3 https://cloud.google.com/speech-to-text/docs/basics#select-model https://cloud.google.com/speech-to-text/docs/basics#select-model NOUN dad-11686 1048 4 https://cloud.google.com/speech-to-text/docs/basics#select-model https://cloud.google.com/speech-to-text/docs/basics#select-model NOUN dad-11686 1048 5 studying study VERB dad-11686 1048 6 alignment alignment NOUN dad-11686 1048 7 in in ADP dad-11686 1048 8 a a DET dad-11686 1048 9 collaborative collaborative ADJ dad-11686 1048 10 learning learning NOUN dad-11686 1048 11 activity activity NOUN dad-11686 1048 12 via via ADP dad-11686 1048 13 automatic automatic ADJ dad-11686 1048 14 methods method NOUN dad-11686 1048 15 7 7 NUM dad-11686 1048 16 8 8 NUM dad-11686 1048 17 9 9 NUM dad-11686 1048 18 10 10 NUM dad-11686 1048 19 11 11 NUM dad-11686 1048 20 17 17 NUM dad-11686 1048 21 18 18 NUM dad-11686 1048 22 20 20 NUM dad-11686 1048 23 28 28 NUM dad-11686 1048 24 47 47 NUM dad-11686 1048 25 team team NOUN dad-11686 1048 26 no no DET dad-11686 1048 27 0 0 NUM dad-11686 1048 28 % % NOUN dad-11686 1048 29 50 50 NUM dad-11686 1048 30 % % NOUN dad-11686 1048 31 100 100 NUM dad-11686 1048 32 % % NOUN dad-11686 1048 33 150 150 NUM dad-11686 1048 34 % % NOUN dad-11686 1048 35 200 200 NUM dad-11686 1048 36 % % NOUN dad-11686 1048 37 250 250 NUM dad-11686 1048 38 % % NOUN dad-11686 1048 39 w w NOUN dad-11686 1049 1 or or CCONJ dad-11686 1049 2 d d NOUN dad-11686 1049 3 er er INTJ dad-11686 1049 4 ro ro INTJ dad-11686 1049 5 r r NOUN dad-11686 1049 6 r r NOUN dad-11686 1049 7 at at ADP dad-11686 1049 8 e e NOUN dad-11686 1049 9 ( ( PUNCT dad-11686 1049 10 % % INTJ dad-11686 1049 11 ) ) PUNCT dad-11686 1049 12 word word NOUN dad-11686 1049 13 error error NOUN dad-11686 1049 14 rates rate NOUN dad-11686 1049 15 interlocutor interlocutor VERB dad-11686 1049 16 a a DET dad-11686 1049 17 b b PROPN dad-11686 1049 18 ( ( PUNCT dad-11686 1049 19 a a NOUN dad-11686 1049 20 ) ) PUNCT dad-11686 1049 21 word word NOUN dad-11686 1049 22 error error NOUN dad-11686 1049 23 rates rate NOUN dad-11686 1049 24 7 7 NUM dad-11686 1049 25 8 8 NUM dad-11686 1049 26 9 9 NUM dad-11686 1049 27 10 10 NUM dad-11686 1049 28 11 11 NUM dad-11686 1049 29 17 17 NUM dad-11686 1049 30 18 18 NUM dad-11686 1049 31 20 20 NUM dad-11686 1049 32 28 28 NUM dad-11686 1049 33 47 47 NUM dad-11686 1049 34 team team NOUN dad-11686 1049 35 no no DET dad-11686 1049 36 0 0 NUM dad-11686 1049 37 % % NOUN dad-11686 1049 38 50 50 NUM dad-11686 1049 39 % % NOUN dad-11686 1049 40 100 100 NUM dad-11686 1049 41 % % NOUN dad-11686 1049 42 150 150 NUM dad-11686 1049 43 % % NOUN dad-11686 1049 44 200 200 NUM dad-11686 1049 45 % % NOUN dad-11686 1049 46 250 250 NUM dad-11686 1049 47 % % NOUN dad-11686 1050 1 er er INTJ dad-11686 1050 2 ro ro INTJ dad-11686 1050 3 r r NOUN dad-11686 1050 4 r r NOUN dad-11686 1050 5 at at ADP dad-11686 1050 6 e e NOUN dad-11686 1050 7 ( ( PUNCT dad-11686 1050 8 % % NOUN dad-11686 1050 9 ) ) PUNCT dad-11686 1050 10 task task NOUN dad-11686 1050 11 - - PUNCT dad-11686 1050 12 specific specific ADJ dad-11686 1050 13 referent referent NOUN dad-11686 1050 14 error error NOUN dad-11686 1050 15 rates rate NOUN dad-11686 1050 16 interlocutor interlocutor VERB dad-11686 1050 17 a a DET dad-11686 1050 18 b b PROPN dad-11686 1050 19 ( ( PUNCT dad-11686 1050 20 b b NOUN dad-11686 1050 21 ) ) PUNCT dad-11686 1050 22 task task NOUN dad-11686 1050 23 - - PUNCT dad-11686 1050 24 specific specific ADJ dad-11686 1050 25 referent referent NOUN dad-11686 1050 26 error error NOUN dad-11686 1050 27 rates rate NOUN dad-11686 1050 28 figure figure VERB dad-11686 1050 29 10 10 NUM dad-11686 1050 30 : : PUNCT dad-11686 1050 31 ( ( PUNCT dad-11686 1050 32 left left ADJ dad-11686 1050 33 ) ) PUNCT dad-11686 1050 34 word word NOUN dad-11686 1050 35 and and CCONJ dad-11686 1050 36 ( ( PUNCT dad-11686 1050 37 right right ADJ dad-11686 1050 38 ) ) PUNCT dad-11686 1050 39 task task NOUN dad-11686 1050 40 - - PUNCT dad-11686 1050 41 specific specific ADJ dad-11686 1050 42 referent referent NOUN dad-11686 1050 43 error error NOUN dad-11686 1050 44 rates rate NOUN dad-11686 1050 45 per per ADP dad-11686 1050 46 interlocutor interlocutor NOUN dad-11686 1050 47 for for ADP dad-11686 1050 48 the the DET dad-11686 1050 49 transcripts transcript NOUN dad-11686 1050 50 obtained obtain VERB dad-11686 1050 51 by by ADP dad-11686 1050 52 automatic automatic ADJ dad-11686 1050 53 speech speech NOUN dad-11686 1050 54 recognition recognition NOUN dad-11686 1050 55 . . PUNCT dad-11686 1051 1 however however ADV dad-11686 1051 2 , , PUNCT dad-11686 1051 3 this this DET dad-11686 1051 4 exact exact ADJ dad-11686 1051 5 matching matching NOUN dad-11686 1051 6 of of ADP dad-11686 1051 7 token token ADJ dad-11686 1051 8 sequences sequence NOUN dad-11686 1051 9 is be AUX dad-11686 1051 10 exhaustive exhaustive ADJ dad-11686 1051 11 . . PUNCT dad-11686 1052 1 the the DET dad-11686 1052 2 original original ADJ dad-11686 1052 3 work work NOUN dad-11686 1052 4 by by ADP dad-11686 1052 5 dubuisson dubuisson NOUN dad-11686 1052 6 duplessis duplessis PROPN dad-11686 1052 7 et et PROPN dad-11686 1052 8 al al PROPN dad-11686 1052 9 . . PROPN dad-11686 1052 10 ( ( PUNCT dad-11686 1052 11 2021 2021 NUM dad-11686 1052 12 ) ) PUNCT dad-11686 1052 13 is be AUX dad-11686 1052 14 intended intend VERB dad-11686 1052 15 to to PART dad-11686 1052 16 measure measure VERB dad-11686 1052 17 alignment alignment NOUN dad-11686 1052 18 by by ADP dad-11686 1052 19 enumerating enumerate VERB dad-11686 1052 20 all all DET dad-11686 1052 21 existing exist VERB dad-11686 1052 22 matches match NOUN dad-11686 1052 23 ( ( PUNCT dad-11686 1052 24 for for ADP dad-11686 1052 25 example example NOUN dad-11686 1052 26 , , PUNCT dad-11686 1052 27 even even ADV dad-11686 1052 28 if if SCONJ dad-11686 1052 29 interlocutors interlocutor NOUN dad-11686 1052 30 primed prime VERB dad-11686 1052 31 and and CCONJ dad-11686 1052 32 established establish VERB dad-11686 1052 33 the the DET dad-11686 1052 34 token token ADJ dad-11686 1052 35 “ " PUNCT dad-11686 1052 36 what what PRON dad-11686 1052 37 ” " PUNCT dad-11686 1052 38 , , PUNCT dad-11686 1052 39 this this PRON dad-11686 1052 40 would would AUX dad-11686 1052 41 be be AUX dad-11686 1052 42 counted count VERB dad-11686 1052 43 towards towards ADP dad-11686 1052 44 a a DET dad-11686 1052 45 routine routine ADJ dad-11686 1052 46 expression expression NOUN dad-11686 1052 47 formed form VERB dad-11686 1052 48 ) ) PUNCT dad-11686 1052 49 . . PUNCT dad-11686 1053 1 this this PRON dad-11686 1053 2 is be AUX dad-11686 1053 3 why why SCONJ dad-11686 1053 4 we we PRON dad-11686 1053 5 filter filter VERB dad-11686 1053 6 for for ADP dad-11686 1053 7 referents referent NOUN dad-11686 1053 8 that that PRON dad-11686 1053 9 are be AUX dad-11686 1053 10 specific specific ADJ dad-11686 1053 11 to to ADP dad-11686 1053 12 the the DET dad-11686 1053 13 task task NOUN dad-11686 1053 14 . . PUNCT dad-11686 1054 1 therefore therefore ADV dad-11686 1054 2 , , PUNCT dad-11686 1054 3 we we PRON dad-11686 1054 4 would would AUX dad-11686 1054 5 like like VERB dad-11686 1054 6 to to PART dad-11686 1054 7 highlight highlight VERB dad-11686 1054 8 that that SCONJ dad-11686 1054 9 the the DET dad-11686 1054 10 alignment alignment NOUN dad-11686 1054 11 is be AUX dad-11686 1054 12 lexical lexical ADJ dad-11686 1054 13 , , PUNCT dad-11686 1054 14 based base VERB dad-11686 1054 15 on on ADP dad-11686 1054 16 a a DET dad-11686 1054 17 surface surface NOUN dad-11686 1054 18 level level NOUN dad-11686 1054 19 matching matching NOUN dad-11686 1054 20 of of ADP dad-11686 1054 21 token token ADJ dad-11686 1054 22 sequences sequence NOUN dad-11686 1054 23 . . PUNCT dad-11686 1055 1 furthermore furthermore ADV dad-11686 1055 2 , , PUNCT dad-11686 1055 3 we we PRON dad-11686 1055 4 keep keep VERB dad-11686 1055 5 in in ADP dad-11686 1055 6 mind mind NOUN dad-11686 1055 7 the the DET dad-11686 1055 8 issues issue NOUN dad-11686 1055 9 of of ADP dad-11686 1055 10 transcribing transcribe VERB dad-11686 1055 11 disfluent disfluent ADJ dad-11686 1055 12 speech speech NOUN dad-11686 1055 13 ( ( PUNCT dad-11686 1055 14 le le X dad-11686 1055 15 grezause grezause NOUN dad-11686 1055 16 , , PUNCT dad-11686 1055 17 2017 2017 NUM dad-11686 1055 18 ; ; PUNCT dad-11686 1055 19 zayats zayat NOUN dad-11686 1055 20 et et PROPN dad-11686 1055 21 al al PROPN dad-11686 1055 22 . . PROPN dad-11686 1055 23 , , PUNCT dad-11686 1055 24 2019 2019 NUM dad-11686 1055 25 ) ) PUNCT dad-11686 1055 26 , , PUNCT dad-11686 1055 27 and and CCONJ dad-11686 1055 28 thus thus ADV dad-11686 1055 29 use use VERB dad-11686 1055 30 transcription transcription NOUN dad-11686 1055 31 software software NOUN dad-11686 1055 32 ( ( PUNCT dad-11686 1055 33 praat praat NOUN dad-11686 1055 34 ) ) PUNCT dad-11686 1055 35 to to PART dad-11686 1055 36 ensure ensure VERB dad-11686 1055 37 no no DET dad-11686 1055 38 unnecessary unnecessary ADJ dad-11686 1055 39 insertion insertion NOUN dad-11686 1055 40 , , PUNCT dad-11686 1055 41 substitution substitution NOUN dad-11686 1055 42 or or CCONJ dad-11686 1055 43 deletion deletion NOUN dad-11686 1055 44 of of ADP dad-11686 1055 45 disfluencies disfluency NOUN dad-11686 1055 46 . . PUNCT dad-11686 1056 1 for for ADP dad-11686 1056 2 studying study VERB dad-11686 1056 3 behavioural behavioural ADJ dad-11686 1056 4 alignment alignment NOUN dad-11686 1056 5 ( ( PUNCT dad-11686 1056 6 rq2 rq2 NOUN dad-11686 1056 7 ) ) PUNCT dad-11686 1056 8 there there PRON dad-11686 1056 9 are be VERB dad-11686 1056 10 two two NUM dad-11686 1056 11 possible possible ADJ dad-11686 1056 12 sources source NOUN dad-11686 1056 13 of of ADP dad-11686 1056 14 error error NOUN dad-11686 1056 15 : : PUNCT dad-11686 1056 16 while while SCONJ dad-11686 1056 17 i i PRON dad-11686 1056 18 ) ) PUNCT dad-11686 1056 19 inferring infer VERB dad-11686 1056 20 instructions instruction NOUN dad-11686 1056 21 , , PUNCT dad-11686 1056 22 and and CCONJ dad-11686 1056 23 then then ADV dad-11686 1056 24 while while SCONJ dad-11686 1056 25 ii ii PROPN dad-11686 1056 26 ) ) PUNCT dad-11686 1056 27 matching match VERB dad-11686 1056 28 them they PRON dad-11686 1056 29 with with ADP dad-11686 1056 30 actions action NOUN dad-11686 1056 31 . . PUNCT dad-11686 1057 1 to to PART dad-11686 1057 2 infer infer VERB dad-11686 1057 3 instructions instruction NOUN dad-11686 1057 4 , , PUNCT dad-11686 1057 5 we we PRON dad-11686 1057 6 allow allow VERB dad-11686 1057 7 for for ADP dad-11686 1057 8 a a DET dad-11686 1057 9 build build NOUN dad-11686 1057 10 up up ADP dad-11686 1057 11 of of ADP dad-11686 1057 12 instructions instruction NOUN dad-11686 1057 13 over over ADP dad-11686 1057 14 a a DET dad-11686 1057 15 period period NOUN dad-11686 1057 16 of of ADP dad-11686 1057 17 time time NOUN dad-11686 1057 18 ( ( PUNCT dad-11686 1057 19 caching cache VERB dad-11686 1057 20 instructions instruction NOUN dad-11686 1057 21 ) ) PUNCT dad-11686 1057 22 , , PUNCT dad-11686 1057 23 and and CCONJ dad-11686 1057 24 then then ADV dad-11686 1057 25 clear clear VERB dad-11686 1057 26 these these DET dad-11686 1057 27 instructions instruction NOUN dad-11686 1057 28 . . PUNCT dad-11686 1058 1 this this PRON dad-11686 1058 2 ensures ensure VERB dad-11686 1058 3 that that SCONJ dad-11686 1058 4 an an DET dad-11686 1058 5 instruction instruction NOUN dad-11686 1058 6 given give VERB dad-11686 1058 7 at at ADP dad-11686 1058 8 the the DET dad-11686 1058 9 start start NOUN dad-11686 1058 10 of of ADP dad-11686 1058 11 the the DET dad-11686 1058 12 interaction interaction NOUN dad-11686 1058 13 is be AUX dad-11686 1058 14 not not PART dad-11686 1058 15 matched match VERB dad-11686 1058 16 with with ADP dad-11686 1058 17 an an DET dad-11686 1058 18 action action NOUN dad-11686 1058 19 at at ADP dad-11686 1058 20 the the DET dad-11686 1058 21 end end NOUN dad-11686 1058 22 of of ADP dad-11686 1058 23 the the DET dad-11686 1058 24 interaction interaction NOUN dad-11686 1058 25 , , PUNCT dad-11686 1058 26 i.e. i.e. X dad-11686 1058 27 there there PRON dad-11686 1058 28 is be VERB dad-11686 1058 29 a a DET dad-11686 1058 30 temporal temporal ADJ dad-11686 1058 31 constraint constraint NOUN dad-11686 1058 32 of of ADP dad-11686 1058 33 when when SCONJ dad-11686 1058 34 an an DET dad-11686 1058 35 instruction instruction NOUN dad-11686 1058 36 is be AUX dad-11686 1058 37 a a DET dad-11686 1058 38 valid valid ADJ dad-11686 1058 39 instruction instruction NOUN dad-11686 1058 40 . . PUNCT dad-11686 1059 1 the the DET dad-11686 1059 2 main main ADJ dad-11686 1059 3 source source NOUN dad-11686 1059 4 of of ADP dad-11686 1059 5 error error NOUN dad-11686 1059 6 in in ADP dad-11686 1059 7 inferring infer VERB dad-11686 1059 8 instructions instruction NOUN dad-11686 1059 9 could could AUX dad-11686 1059 10 be be AUX dad-11686 1059 11 in in ADP dad-11686 1059 12 anaphora anaphora ADJ dad-11686 1059 13 resolution resolution NOUN dad-11686 1059 14 , , PUNCT dad-11686 1059 15 e.g. e.g. ADV dad-11686 1059 16 if if SCONJ dad-11686 1059 17 an an DET dad-11686 1059 18 interlocutor interlocutor NOUN dad-11686 1059 19 says say VERB dad-11686 1059 20 “ " PUNCT dad-11686 1059 21 connect connect VERB dad-11686 1059 22 that that DET dad-11686 1059 23 node node NOUN dad-11686 1059 24 there there ADV dad-11686 1059 25 ” " PUNCT dad-11686 1059 26 . . PUNCT dad-11686 1060 1 this this PRON dad-11686 1060 2 is be AUX dad-11686 1060 3 why why SCONJ dad-11686 1060 4 we we PRON dad-11686 1060 5 allow allow VERB dad-11686 1060 6 partially partially ADV dad-11686 1060 7 inferred infer VERB dad-11686 1060 8 instructions instruction NOUN dad-11686 1060 9 ( ( PUNCT dad-11686 1060 10 i.e. i.e. X dad-11686 1060 11 only only ADV dad-11686 1060 12 one one NUM dad-11686 1060 13 of of ADP dad-11686 1060 14 the the DET dad-11686 1060 15 node node ADJ dad-11686 1060 16 names name NOUN dad-11686 1060 17 is be AUX dad-11686 1060 18 mentioned mention VERB dad-11686 1060 19 ) ) PUNCT dad-11686 1060 20 and and CCONJ dad-11686 1060 21 ( ( PUNCT dad-11686 1060 22 partial partial ADJ dad-11686 1060 23 ) ) PUNCT dad-11686 1060 24 matching matching NOUN dad-11686 1060 25 of of ADP dad-11686 1060 26 these these DET dad-11686 1060 27 instructions instruction NOUN dad-11686 1060 28 with with ADP dad-11686 1060 29 actions action NOUN dad-11686 1060 30 . . PUNCT dad-11686 1061 1 for for ADP dad-11686 1061 2 example example NOUN dad-11686 1061 3 , , PUNCT dad-11686 1061 4 from from ADP dad-11686 1061 5 the the DET dad-11686 1061 6 utterance utterance NOUN dad-11686 1061 7 “ " PUNCT dad-11686 1061 8 maybe maybe ADV dad-11686 1061 9 we we PRON dad-11686 1061 10 start start VERB dad-11686 1061 11 from from ADP dad-11686 1061 12 mount mount PROPN dad-11686 1061 13 zermatt zermatt PROPN dad-11686 1061 14 . . PUNCT dad-11686 1061 15 ” " PUNCT dad-11686 1061 16 , , PUNCT dad-11686 1061 17 with with SCONJ dad-11686 1061 18 only only ADV dad-11686 1061 19 one one NUM dad-11686 1061 20 node node NOUN dad-11686 1061 21 being be AUX dad-11686 1061 22 explicitly explicitly ADV dad-11686 1061 23 stated state VERB dad-11686 1061 24 , , PUNCT dad-11686 1061 25 we we PRON dad-11686 1061 26 infer infer VERB dad-11686 1061 27 the the DET dad-11686 1061 28 partial partial ADJ dad-11686 1061 29 instruction instruction NOUN dad-11686 1061 30 add(zermatt add(zermatt ADP dad-11686 1061 31 , , PUNCT dad-11686 1061 32 ? ? PUNCT dad-11686 1061 33 ) ) PUNCT dad-11686 1061 34 . . PUNCT dad-11686 1062 1 then then ADV dad-11686 1062 2 , , PUNCT dad-11686 1062 3 we we PRON dad-11686 1062 4 consider consider VERB dad-11686 1062 5 the the DET dad-11686 1062 6 follow follow VERB dad-11686 1062 7 - - PUNCT dad-11686 1062 8 up up NOUN dad-11686 1062 9 action action NOUN dad-11686 1062 10 as as SCONJ dad-11686 1062 11 matched match VERB dad-11686 1062 12 , , PUNCT dad-11686 1062 13 if if SCONJ dad-11686 1062 14 it it PRON dad-11686 1062 15 is be AUX dad-11686 1062 16 an an DET dad-11686 1062 17 add add ADJ dad-11686 1062 18 action action NOUN dad-11686 1062 19 , , PUNCT dad-11686 1062 20 with with ADP dad-11686 1062 21 ‘ ' PUNCT dad-11686 1062 22 zermatt zermatt NOUN dad-11686 1062 23 ’ ' PUNCT dad-11686 1062 24 as as ADP dad-11686 1062 25 one one NUM dad-11686 1062 26 of of ADP dad-11686 1062 27 the the DET dad-11686 1062 28 nodes node NOUN dad-11686 1062 29 of of ADP dad-11686 1062 30 the the DET dad-11686 1062 31 added add VERB dad-11686 1062 32 connection connection NOUN dad-11686 1062 33 . . PUNCT dad-11686 1063 1 thus thus ADV dad-11686 1063 2 , , PUNCT dad-11686 1063 3 the the DET dad-11686 1063 4 inferring inferring NOUN dad-11686 1063 5 of of ADP dad-11686 1063 6 instructions instruction NOUN dad-11686 1063 7 could could AUX dad-11686 1063 8 be be AUX dad-11686 1063 9 considered consider VERB dad-11686 1063 10 greedy greedy ADJ dad-11686 1063 11 , , PUNCT dad-11686 1063 12 and and CCONJ dad-11686 1063 13 suffer suffer VERB dad-11686 1063 14 from from ADP dad-11686 1063 15 inferences inference NOUN dad-11686 1063 16 at at ADP dad-11686 1063 17 each each DET dad-11686 1063 18 iteration iteration NOUN dad-11686 1063 19 without without ADP dad-11686 1063 20 considering consider VERB dad-11686 1063 21 broader broad ADJ dad-11686 1063 22 context context NOUN dad-11686 1063 23 . . PUNCT dad-11686 1064 1 with with ADP dad-11686 1064 2 regards regard NOUN dad-11686 1064 3 to to ADP dad-11686 1064 4 matching match VERB dad-11686 1064 5 instructions instruction NOUN dad-11686 1064 6 to to ADP dad-11686 1064 7 actions action NOUN dad-11686 1064 8 , , PUNCT dad-11686 1064 9 problems problem NOUN dad-11686 1064 10 arise arise VERB dad-11686 1064 11 when when SCONJ dad-11686 1064 12 considering consider VERB dad-11686 1064 13 the the DET dad-11686 1064 14 formulaic formulaic ADJ dad-11686 1064 15 definition definition NOUN dad-11686 1064 16 of of ADP dad-11686 1064 17 behavioural behavioural ADJ dad-11686 1064 18 alignment alignment NOUN dad-11686 1064 19 . . PUNCT dad-11686 1065 1 the the DET dad-11686 1065 2 algorithm algorithm NOUN dad-11686 1065 3 is be AUX dad-11686 1065 4 explicit explicit ADJ dad-11686 1065 5 in in ADP dad-11686 1065 6 considering consider VERB dad-11686 1065 7 which which DET dad-11686 1065 8 interlocutor interlocutor NOUN dad-11686 1065 9 is be AUX dad-11686 1065 10 in in ADP dad-11686 1065 11 which which DET dad-11686 1065 12 view view NOUN dad-11686 1065 13 ( ( PUNCT dad-11686 1065 14 i.e. i.e. X dad-11686 1065 15 always always ADV dad-11686 1065 16 characterising characterise VERB dad-11686 1065 17 interlocutors interlocutor NOUN dad-11686 1065 18 into into ADP dad-11686 1065 19 if if SCONJ dad-11686 1065 20 and and CCONJ dad-11686 1065 21 ig ig PROPN dad-11686 1065 22 ) ) PUNCT dad-11686 1065 23 . . PUNCT dad-11686 1066 1 matching match VERB dad-11686 1066 2 instructions instruction NOUN dad-11686 1066 3 - - PUNCT dad-11686 1066 4 toactions toaction NOUN dad-11686 1066 5 are be AUX dad-11686 1066 6 defined define VERB dad-11686 1066 7 in in ADP dad-11686 1066 8 a a DET dad-11686 1066 9 computationally computationally ADV dad-11686 1066 10 strict strict ADJ dad-11686 1066 11 way way NOUN dad-11686 1066 12 , , PUNCT dad-11686 1066 13 and and CCONJ dad-11686 1066 14 may may AUX dad-11686 1066 15 not not PART dad-11686 1066 16 consider consider VERB dad-11686 1066 17 matched match VERB dad-11686 1066 18 instructions instruction NOUN dad-11686 1066 19 resulting result VERB dad-11686 1066 20 from from ADP dad-11686 1066 21 negotiations negotiation NOUN dad-11686 1066 22 , , PUNCT dad-11686 1066 23 or or CCONJ dad-11686 1066 24 consequently consequently ADV dad-11686 1066 25 the the DET dad-11686 1066 26 build build NOUN dad-11686 1066 27 up up ADP dad-11686 1066 28 of of ADP dad-11686 1066 29 matches match NOUN dad-11686 1066 30 over over ADP dad-11686 1066 31 larger large ADJ dad-11686 1066 32 periods period NOUN dad-11686 1066 33 of of ADP dad-11686 1066 34 time time NOUN dad-11686 1066 35 ( ( PUNCT dad-11686 1066 36 as as SCONJ dad-11686 1066 37 the the DET dad-11686 1066 38 instructions instruction NOUN dad-11686 1066 39 are be AUX dad-11686 1066 40 cleared clear VERB dad-11686 1066 41 frequently frequently ADV dad-11686 1066 42 ) ) PUNCT dad-11686 1066 43 . . PUNCT dad-11686 1067 1 furthermore furthermore ADV dad-11686 1067 2 , , PUNCT dad-11686 1067 3 given give VERB dad-11686 1067 4 this this DET dad-11686 1067 5 formulaic formulaic ADJ dad-11686 1067 6 definition definition NOUN dad-11686 1067 7 , , PUNCT dad-11686 1067 8 this this PRON dad-11686 1067 9 may may AUX dad-11686 1067 10 be be AUX dad-11686 1067 11 43 43 NUM dad-11686 1067 12 utku utku ADJ dad-11686 1067 13 norman∗ norman∗ NOUN dad-11686 1067 14 , , PUNCT dad-11686 1067 15 tanvi tanvi NOUN dad-11686 1067 16 dinkar∗ dinkar∗ NOUN dad-11686 1067 17 , , PUNCT dad-11686 1067 18 barbara barbara PROPN dad-11686 1067 19 bruno bruno PROPN dad-11686 1067 20 , , PUNCT dad-11686 1067 21 and and CCONJ dad-11686 1067 22 chloé chloé VERB dad-11686 1067 23 clavel clavel VERB dad-11686 1067 24 a a DET dad-11686 1067 25 difficult difficult ADJ dad-11686 1067 26 task task NOUN dad-11686 1067 27 to to PART dad-11686 1067 28 manually manually ADV dad-11686 1067 29 annotate annotate VERB dad-11686 1067 30 by by ADP dad-11686 1067 31 human human ADJ dad-11686 1067 32 annotator annotator NOUN dad-11686 1067 33 , , PUNCT dad-11686 1067 34 i.e. i.e. X dad-11686 1067 35 constantly constantly ADV dad-11686 1067 36 considering consider VERB dad-11686 1067 37 who who PRON dad-11686 1067 38 is be AUX dad-11686 1067 39 in in ADP dad-11686 1067 40 the the DET dad-11686 1067 41 position position NOUN dad-11686 1067 42 to to PART dad-11686 1067 43 give give VERB dad-11686 1067 44 instructions instruction NOUN dad-11686 1067 45 versus versus ADP dad-11686 1067 46 follow follow VERB dad-11686 1067 47 ( ( PUNCT dad-11686 1067 48 which which PRON dad-11686 1067 49 changes change VERB dad-11686 1067 50 throughout throughout ADP dad-11686 1067 51 the the DET dad-11686 1067 52 interaction interaction NOUN dad-11686 1067 53 ) ) PUNCT dad-11686 1067 54 . . PUNCT dad-11686 1068 1 the the DET dad-11686 1068 2 annotation annotation NOUN dad-11686 1068 3 of of ADP dad-11686 1068 4 high high ADJ dad-11686 1068 5 - - PUNCT dad-11686 1068 6 level level NOUN dad-11686 1068 7 constructs construct NOUN dad-11686 1068 8 , , PUNCT dad-11686 1068 9 such such ADJ dad-11686 1068 10 as as ADP dad-11686 1068 11 engagement engagement NOUN dad-11686 1068 12 , , PUNCT dad-11686 1068 13 emotion emotion NOUN dad-11686 1068 14 and and CCONJ dad-11686 1068 15 in in ADP dad-11686 1068 16 our our PRON dad-11686 1068 17 work work NOUN dad-11686 1068 18 , , PUNCT dad-11686 1068 19 behavioural behavioural ADJ dad-11686 1068 20 alignment alignment NOUN dad-11686 1068 21 , , PUNCT dad-11686 1068 22 all all PRON dad-11686 1068 23 have have VERB dad-11686 1068 24 a a DET dad-11686 1068 25 perceptual perceptual ADJ dad-11686 1068 26 component component NOUN dad-11686 1068 27 that that PRON dad-11686 1068 28 is be AUX dad-11686 1068 29 intrinsically intrinsically ADV dad-11686 1068 30 hard hard ADJ dad-11686 1068 31 to to PART dad-11686 1068 32 define define VERB dad-11686 1068 33 , , PUNCT dad-11686 1068 34 and and CCONJ dad-11686 1068 35 thus thus ADV dad-11686 1068 36 guide guide VERB dad-11686 1068 37 for for ADP dad-11686 1068 38 annotation annotation NOUN dad-11686 1068 39 purposes purpose NOUN dad-11686 1068 40 ( ( PUNCT dad-11686 1068 41 e.g. e.g. ADV dad-11686 1068 42 see see VERB dad-11686 1068 43 nasir nasir PROPN dad-11686 1068 44 et et PROPN dad-11686 1068 45 al al PROPN dad-11686 1068 46 . . PROPN dad-11686 1068 47 2022 2022 NUM dad-11686 1068 48 ) ) PUNCT dad-11686 1068 49 . . PUNCT dad-11686 1069 1 thus thus ADV dad-11686 1069 2 given give VERB dad-11686 1069 3 the the DET dad-11686 1069 4 way way NOUN dad-11686 1069 5 behavioural behavioural ADJ dad-11686 1069 6 alignment alignment NOUN dad-11686 1069 7 is be AUX dad-11686 1069 8 defined define VERB dad-11686 1069 9 , , PUNCT dad-11686 1069 10 our our PRON dad-11686 1069 11 measures measure NOUN dad-11686 1069 12 may may AUX dad-11686 1069 13 not not PART dad-11686 1069 14 capture capture VERB dad-11686 1069 15 the the DET dad-11686 1069 16 whole whole ADJ dad-11686 1069 17 picture picture NOUN dad-11686 1069 18 , , PUNCT dad-11686 1069 19 of of ADP dad-11686 1069 20 what what PRON dad-11686 1069 21 an an DET dad-11686 1069 22 annotator annotator NOUN dad-11686 1069 23 might might AUX dad-11686 1069 24 perceptually perceptually ADV dad-11686 1069 25 label label VERB dad-11686 1069 26 the the DET dad-11686 1069 27 interaction interaction NOUN dad-11686 1069 28 to to PART dad-11686 1069 29 be be AUX dad-11686 1069 30 . . PUNCT dad-11686 1070 1 appendix appendix VERB dad-11686 1070 2 c. c. PROPN dad-11686 1070 3 the the DET dad-11686 1070 4 activity activity NOUN dad-11686 1070 5 details detail VERB dad-11686 1070 6 the the DET dad-11686 1070 7 minimum minimum ADJ dad-11686 1070 8 - - PUNCT dad-11686 1070 9 spanning span VERB dad-11686 1070 10 - - PUNCT dad-11686 1070 11 tree tree NOUN dad-11686 1070 12 problem problem NOUN dad-11686 1070 13 is be AUX dad-11686 1070 14 defined define VERB dad-11686 1070 15 on on ADP dad-11686 1070 16 a a DET dad-11686 1070 17 graph graph NOUN dad-11686 1070 18 g g NOUN dad-11686 1070 19 = = PUNCT dad-11686 1070 20 ( ( PUNCT dad-11686 1070 21 v v NOUN dad-11686 1070 22 , , PUNCT dad-11686 1070 23 e e NOUN dad-11686 1070 24 ) ) PUNCT dad-11686 1070 25 with with ADP dad-11686 1070 26 a a DET dad-11686 1070 27 cost cost NOUN dad-11686 1070 28 function function NOUN dad-11686 1070 29 on on ADP dad-11686 1070 30 its its PRON dad-11686 1070 31 edges edge NOUN dad-11686 1070 32 e e NOUN dad-11686 1070 33 , , PUNCT dad-11686 1070 34 where where SCONJ dad-11686 1070 35 v v NOUN dad-11686 1070 36 is be AUX dad-11686 1070 37 the the DET dad-11686 1070 38 set set NOUN dad-11686 1070 39 of of ADP dad-11686 1070 40 nodes node NOUN dad-11686 1070 41 , , PUNCT dad-11686 1070 42 e e PROPN dad-11686 1070 43 ⊆ ⊆ NUM dad-11686 1070 44 v v ADP dad-11686 1070 45 × × NOUN dad-11686 1070 46 v v NOUN dad-11686 1070 47 is be AUX dad-11686 1070 48 the the DET dad-11686 1070 49 set set NOUN dad-11686 1070 50 of of ADP dad-11686 1070 51 edges edge NOUN dad-11686 1070 52 that that PRON dad-11686 1070 53 connects connect VERB dad-11686 1070 54 pairs pair NOUN dad-11686 1070 55 of of ADP dad-11686 1070 56 nodes node NOUN dad-11686 1070 57 . . PUNCT dad-11686 1071 1 the the DET dad-11686 1071 2 goal goal NOUN dad-11686 1071 3 is be AUX dad-11686 1071 4 to to PART dad-11686 1071 5 find find VERB dad-11686 1071 6 a a DET dad-11686 1071 7 subset subset NOUN dad-11686 1071 8 of of ADP dad-11686 1071 9 edges edge NOUN dad-11686 1071 10 t t PROPN dad-11686 1071 11 ⊆ ⊆ NUM dad-11686 1071 12 e e NOUN dad-11686 1071 13 such such ADJ dad-11686 1071 14 that that SCONJ dad-11686 1071 15 the the DET dad-11686 1071 16 total total ADJ dad-11686 1071 17 cost cost NOUN dad-11686 1071 18 of of ADP dad-11686 1071 19 the the DET dad-11686 1071 20 edges edge NOUN dad-11686 1071 21 in in ADP dad-11686 1071 22 t t PROPN dad-11686 1071 23 is be AUX dad-11686 1071 24 minimised minimise VERB dad-11686 1071 25 . . PUNCT dad-11686 1072 1 this this PRON dad-11686 1072 2 corresponds correspond VERB dad-11686 1072 3 to to ADP dad-11686 1072 4 finding find VERB dad-11686 1072 5 a a DET dad-11686 1072 6 minimum minimum ADJ dad-11686 1072 7 - - PUNCT dad-11686 1072 8 cost cost NOUN dad-11686 1072 9 sub sub NOUN dad-11686 1072 10 - - NOUN dad-11686 1072 11 network network NOUN dad-11686 1072 12 of of ADP dad-11686 1072 13 the the DET dad-11686 1072 14 given give VERB dad-11686 1072 15 network network NOUN dad-11686 1072 16 . . PUNCT dad-11686 1073 1 in in ADP dad-11686 1073 2 the the DET dad-11686 1073 3 network network NOUN dad-11686 1073 4 used use VERB dad-11686 1073 5 in in ADP dad-11686 1073 6 the the DET dad-11686 1073 7 justhink justhink NOUN dad-11686 1073 8 activity activity NOUN dad-11686 1073 9 , , PUNCT dad-11686 1073 10 there there PRON dad-11686 1073 11 exist exist VERB dad-11686 1073 12 10 10 NUM dad-11686 1073 13 nodes node NOUN dad-11686 1073 14 : : PUNCT dad-11686 1073 15 { { PUNCT dad-11686 1073 16 ‘ ' PUNCT dad-11686 1073 17 luzern luzern ADJ dad-11686 1073 18 ’ ' PUNCT dad-11686 1073 19 , , PUNCT dad-11686 1073 20 ‘ ' PUNCT dad-11686 1073 21 interlaken interlaken NOUN dad-11686 1073 22 ’ ' PUNCT dad-11686 1073 23 , , PUNCT dad-11686 1073 24 ‘ ' PUNCT dad-11686 1073 25 montreux montreux X dad-11686 1073 26 ’ ' PUNCT dad-11686 1073 27 , , PUNCT dad-11686 1073 28 ‘ ' PUNCT dad-11686 1073 29 davos davos NOUN dad-11686 1073 30 ’ ' PUNCT dad-11686 1073 31 , , PUNCT dad-11686 1073 32 ‘ ' PUNCT dad-11686 1073 33 zermatt zermatt PROPN dad-11686 1073 34 ’ ' PUNCT dad-11686 1073 35 , , PUNCT dad-11686 1073 36 ‘ ' PUNCT dad-11686 1073 37 neuchatel neuchatel NOUN dad-11686 1073 38 ’ ' PUNCT dad-11686 1073 39 , , PUNCT dad-11686 1073 40 ‘ ' PUNCT dad-11686 1073 41 gallen gallen PROPN dad-11686 1073 42 ’ ' PUNCT dad-11686 1073 43 , , PUNCT dad-11686 1073 44 ‘ ' PUNCT dad-11686 1073 45 bern bern ADJ dad-11686 1073 46 ’ ' PUNCT dad-11686 1073 47 , , PUNCT dad-11686 1073 48 ‘ ' PUNCT dad-11686 1073 49 zurich zurich PROPN dad-11686 1073 50 ’ ' PUNCT dad-11686 1073 51 , , PUNCT dad-11686 1073 52 ‘ ' PUNCT dad-11686 1073 53 basel basel NOUN dad-11686 1073 54 ’ ' PUNCT dad-11686 1073 55 } } PUNCT dad-11686 1073 56 and and CCONJ dad-11686 1073 57 20 20 NUM dad-11686 1073 58 edges edge NOUN dad-11686 1073 59 . . PUNCT dad-11686 1074 1 a a DET dad-11686 1074 2 description description NOUN dad-11686 1074 3 of of ADP dad-11686 1074 4 the the DET dad-11686 1074 5 network network NOUN dad-11686 1074 6 , , PUNCT dad-11686 1074 7 with with ADP dad-11686 1074 8 the the DET dad-11686 1074 9 node node ADJ dad-11686 1074 10 labels label NOUN dad-11686 1074 11 ( ( PUNCT dad-11686 1074 12 e.g. e.g. ADV dad-11686 1074 13 “ " PUNCT dad-11686 1074 14 mount mount PROPN dad-11686 1074 15 luzern luzern NOUN dad-11686 1074 16 ” " PUNCT dad-11686 1074 17 ) ) PUNCT dad-11686 1074 18 , , PUNCT dad-11686 1074 19 x x X dad-11686 1074 20 , , PUNCT dad-11686 1074 21 y y PROPN dad-11686 1074 22 position position NOUN dad-11686 1074 23 of of ADP dad-11686 1074 24 a a DET dad-11686 1074 25 node node NOUN dad-11686 1074 26 , , PUNCT dad-11686 1074 27 possible possible ADJ dad-11686 1074 28 edges edge NOUN dad-11686 1074 29 between between ADP dad-11686 1074 30 the the DET dad-11686 1074 31 nodes node NOUN dad-11686 1074 32 , , PUNCT dad-11686 1074 33 and and CCONJ dad-11686 1074 34 edge edge NOUN dad-11686 1074 35 costs cost NOUN dad-11686 1074 36 , , PUNCT dad-11686 1074 37 is be AUX dad-11686 1074 38 publicly publicly ADV dad-11686 1074 39 available available ADJ dad-11686 1074 40 online online ADV dad-11686 1074 41 with with ADP dad-11686 1074 42 the the DET dad-11686 1074 43 dataset dataset NOUN dad-11686 1074 44 ( ( PUNCT dad-11686 1074 45 justhink justhink NOUN dad-11686 1074 46 alignment alignment NOUN dad-11686 1074 47 dataset dataset NOUN dad-11686 1074 48 ) ) PUNCT dad-11686 1074 49 , , PUNCT dad-11686 1074 50 from from ADP dad-11686 1074 51 the the DET dad-11686 1074 52 zenodo zenodo PROPN dad-11686 1074 53 repository repository NOUN dad-11686 1074 54 doi doi NOUN dad-11686 1074 55 : : PUNCT dad-11686 1074 56 10.5281 10.5281 NUM dad-11686 1074 57 / / SYM dad-11686 1074 58 zenodo.4627104 zenodo.4627104 PROPN dad-11686 1074 59 . . PUNCT dad-11686 1075 1 appendix appendix PROPN dad-11686 1075 2 d. d. PROPN dad-11686 1075 3 pre pre NOUN dad-11686 1075 4 - - NOUN dad-11686 1075 5 test test NOUN dad-11686 1075 6 and and CCONJ dad-11686 1075 7 post post ADJ dad-11686 1075 8 - - ADJ dad-11686 1075 9 test test ADJ dad-11686 1075 10 details detail NOUN dad-11686 1075 11 the the DET dad-11686 1075 12 pre pre NOUN dad-11686 1075 13 - - NOUN dad-11686 1075 14 test test NOUN dad-11686 1075 15 and and CCONJ dad-11686 1075 16 the the DET dad-11686 1075 17 post post NOUN dad-11686 1075 18 - - ADJ dad-11686 1075 19 test test NOUN dad-11686 1075 20 are be AUX dad-11686 1075 21 made make VERB dad-11686 1075 22 up up ADP dad-11686 1075 23 of of ADP dad-11686 1075 24 10 10 NUM dad-11686 1075 25 multiple multiple ADJ dad-11686 1075 26 - - PUNCT dad-11686 1075 27 choice choice NOUN dad-11686 1075 28 items item NOUN dad-11686 1075 29 with with ADP dad-11686 1075 30 a a DET dad-11686 1075 31 single single ADJ dad-11686 1075 32 correct correct ADJ dad-11686 1075 33 answer answer NOUN dad-11686 1075 34 . . PUNCT dad-11686 1076 1 the the DET dad-11686 1076 2 items item NOUN dad-11686 1076 3 of of ADP dad-11686 1076 4 the the DET dad-11686 1076 5 pre pre NOUN dad-11686 1076 6 - - NOUN dad-11686 1076 7 test test NOUN dad-11686 1076 8 and and CCONJ dad-11686 1076 9 the the DET dad-11686 1076 10 post post NOUN dad-11686 1076 11 - - ADJ dad-11686 1076 12 test test NOUN dad-11686 1076 13 are be AUX dad-11686 1076 14 defined define VERB dad-11686 1076 15 in in ADP dad-11686 1076 16 a a DET dad-11686 1076 17 context context NOUN dad-11686 1076 18 other other ADJ dad-11686 1076 19 than than ADP dad-11686 1076 20 the the DET dad-11686 1076 21 context context NOUN dad-11686 1076 22 of of ADP dad-11686 1076 23 the the DET dad-11686 1076 24 task task NOUN dad-11686 1076 25 ( ( PUNCT dad-11686 1076 26 swiss swiss ADJ dad-11686 1076 27 gold gold NOUN dad-11686 1076 28 mines mine NOUN dad-11686 1076 29 ) ) PUNCT dad-11686 1076 30 , , PUNCT dad-11686 1076 31 and and CCONJ dad-11686 1076 32 are be AUX dad-11686 1076 33 based base VERB dad-11686 1076 34 on on ADP dad-11686 1076 35 variants variant NOUN dad-11686 1076 36 of of ADP dad-11686 1076 37 the the DET dad-11686 1076 38 graphics graphic NOUN dad-11686 1076 39 in in ADP dad-11686 1076 40 the the DET dad-11686 1076 41 muddy muddy ADJ dad-11686 1076 42 city city NOUN dad-11686 1076 43 problem problem NOUN dad-11686 1076 44 from from ADP dad-11686 1076 45 bell bell PROPN dad-11686 1076 46 et et PROPN dad-11686 1076 47 al al PROPN dad-11686 1076 48 . . PROPN dad-11686 1077 1 ( ( PUNCT dad-11686 1077 2 2015 2015 NUM dad-11686 1077 3 ) ) PUNCT dad-11686 1077 4 . . PUNCT dad-11686 1078 1 all all DET dad-11686 1078 2 items item NOUN dad-11686 1078 3 were be AUX dad-11686 1078 4 validated validate VERB dad-11686 1078 5 by by ADP dad-11686 1078 6 experts expert NOUN dad-11686 1078 7 of of ADP dad-11686 1078 8 the the DET dad-11686 1078 9 domain domain NOUN dad-11686 1078 10 and and CCONJ dad-11686 1078 11 experts expert NOUN dad-11686 1078 12 in in ADP dad-11686 1078 13 education education NOUN dad-11686 1078 14 . . PUNCT dad-11686 1079 1 the the DET dad-11686 1079 2 score score NOUN dad-11686 1079 3 of of ADP dad-11686 1079 4 an an DET dad-11686 1079 5 item item NOUN dad-11686 1079 6 is be AUX dad-11686 1079 7 1 1 NUM dad-11686 1079 8 if if SCONJ dad-11686 1079 9 it it PRON dad-11686 1079 10 is be AUX dad-11686 1079 11 answered answer VERB dad-11686 1079 12 correctly correctly ADV dad-11686 1079 13 , , PUNCT dad-11686 1079 14 and and CCONJ dad-11686 1079 15 0 0 NUM dad-11686 1079 16 otherwise otherwise ADV dad-11686 1079 17 . . PUNCT dad-11686 1080 1 the the DET dad-11686 1080 2 pre pre NOUN dad-11686 1080 3 - - NOUN dad-11686 1080 4 test test NOUN dad-11686 1080 5 and and CCONJ dad-11686 1080 6 post post ADJ dad-11686 1080 7 - - ADJ dad-11686 1080 8 test test NOUN dad-11686 1080 9 assess assess NOUN dad-11686 1080 10 the the DET dad-11686 1080 11 following follow VERB dad-11686 1080 12 concepts concept NOUN dad-11686 1080 13 : : PUNCT dad-11686 1080 14 1 1 X dad-11686 1080 15 . . NUM dad-11686 1080 16 concept-1 concept-1 NUM dad-11686 1080 17 ( ( PUNCT dad-11686 1080 18 existence existence NOUN dad-11686 1080 19 ): ): PUNCT dad-11686 1080 20 if if SCONJ dad-11686 1080 21 a a DET dad-11686 1080 22 spanning span VERB dad-11686 1080 23 tree tree NOUN dad-11686 1080 24 exists exist VERB dad-11686 1080 25 , , PUNCT dad-11686 1080 26 i.e. i.e. X dad-11686 1080 27 the the DET dad-11686 1080 28 graph graph NOUN dad-11686 1080 29 is be AUX dad-11686 1080 30 connected connect VERB dad-11686 1080 31 . . PUNCT dad-11686 1081 1 2 2 X dad-11686 1081 2 . . NUM dad-11686 1081 3 concept-2 concept-2 PROPN dad-11686 1081 4 ( ( PUNCT dad-11686 1081 5 spanningness spanningness NOUN dad-11686 1081 6 ): ): PUNCT dad-11686 1081 7 if if SCONJ dad-11686 1081 8 the the DET dad-11686 1081 9 given give VERB dad-11686 1081 10 subgraph subgraph NOUN dad-11686 1081 11 spans span VERB dad-11686 1081 12 the the DET dad-11686 1081 13 graph graph NOUN dad-11686 1081 14 . . PUNCT dad-11686 1082 1 3 3 X dad-11686 1082 2 . . X dad-11686 1082 3 concept-3 concept-3 NUM dad-11686 1082 4 ( ( PUNCT dad-11686 1082 5 minimumness minimumness NOUN dad-11686 1082 6 ): ): PUNCT dad-11686 1082 7 if if SCONJ dad-11686 1082 8 the the DET dad-11686 1082 9 given give VERB dad-11686 1082 10 subgraph subgraph NOUN dad-11686 1082 11 that that PRON dad-11686 1082 12 spans span VERB dad-11686 1082 13 the the DET dad-11686 1082 14 graph graph NOUN dad-11686 1082 15 has have VERB dad-11686 1082 16 a a DET dad-11686 1082 17 minimum minimum ADJ dad-11686 1082 18 cost cost NOUN dad-11686 1082 19 . . PUNCT dad-11686 1083 1 there there PRON dad-11686 1083 2 are be VERB dad-11686 1083 3 3 3 NUM dad-11686 1083 4 , , PUNCT dad-11686 1083 5 3 3 NUM dad-11686 1083 6 , , PUNCT dad-11686 1083 7 and and CCONJ dad-11686 1083 8 4 4 NUM dad-11686 1083 9 items item NOUN dad-11686 1083 10 associated associate VERB dad-11686 1083 11 with with ADP dad-11686 1083 12 the the DET dad-11686 1083 13 concepts concept NOUN dad-11686 1083 14 , , PUNCT dad-11686 1083 15 respectively respectively ADV dad-11686 1083 16 . . PUNCT dad-11686 1084 1 appendix appendix VERB dad-11686 1084 2 e. e. PROPN dad-11686 1084 3 algorithms algorithms PROPN dad-11686 1084 4 e.1 e.1 PROPN dad-11686 1084 5 instruction instruction NOUN dad-11686 1084 6 recognition recognition NOUN dad-11686 1084 7 in in ADP dad-11686 1084 8 rq2 rq2 PROPN dad-11686 1084 9 recognise recognise NOUN dad-11686 1084 10 - - PUNCT dad-11686 1084 11 instructions instruction NOUN dad-11686 1084 12 automatically automatically ADV dad-11686 1084 13 infers infer VERB dad-11686 1084 14 a a DET dad-11686 1084 15 sequence sequence NOUN dad-11686 1084 16 of of ADP dad-11686 1084 17 instructions instruction NOUN dad-11686 1084 18 for for ADP dad-11686 1084 19 an an DET dad-11686 1084 20 input input NOUN dad-11686 1084 21 utterance utterance NOUN dad-11686 1084 22 via via ADP dad-11686 1084 23 a a DET dad-11686 1084 24 rule rule NOUN dad-11686 1084 25 - - PUNCT dad-11686 1084 26 based base VERB dad-11686 1084 27 algorithm algorithm NOUN dad-11686 1084 28 , , PUNCT dad-11686 1084 29 as as SCONJ dad-11686 1084 30 described describe VERB dad-11686 1084 31 in in ADP dad-11686 1084 32 algorithm algorithm NOUN dad-11686 1084 33 1 1 NUM dad-11686 1084 34 . . PUNCT dad-11686 1085 1 note note NOUN dad-11686 1085 2 that that PRON dad-11686 1085 3 allows allow VERB dad-11686 1085 4 inference inference NOUN dad-11686 1085 5 of of ADP dad-11686 1085 6 partial partial ADJ dad-11686 1085 7 instructions instruction NOUN dad-11686 1085 8 i.e. i.e. X dad-11686 1085 9 that that PRON dad-11686 1085 10 contain contain VERB dad-11686 1085 11 one one NUM dad-11686 1085 12 node node NOUN dad-11686 1085 13 name name NOUN dad-11686 1085 14 only only ADV dad-11686 1085 15 . . PUNCT dad-11686 1086 1 it it PRON dad-11686 1086 2 uses use VERB dad-11686 1086 3 recognise recognise NOUN dad-11686 1086 4 - - PUNCT dad-11686 1086 5 entities entity NOUN dad-11686 1086 6 in in ADP dad-11686 1086 7 algorithm algorithm NOUN dad-11686 1086 8 2 2 NUM dad-11686 1086 9 to to PART dad-11686 1086 10 find find VERB dad-11686 1086 11 the the DET dad-11686 1086 12 edit edit NOUN dad-11686 1086 13 instructions instruction NOUN dad-11686 1086 14 in in ADP dad-11686 1086 15 an an DET dad-11686 1086 16 utterance utterance NOUN dad-11686 1086 17 in in ADP dad-11686 1086 18 a a DET dad-11686 1086 19 way way NOUN dad-11686 1086 20 . . PUNCT dad-11686 1087 1 44 44 NUM dad-11686 1087 2 http://doi.org/10.5281/zenodo.4627104 http://doi.org/10.5281/zenodo.4627104 PRON dad-11686 1087 3 studying study VERB dad-11686 1087 4 alignment alignment NOUN dad-11686 1087 5 in in ADP dad-11686 1087 6 a a DET dad-11686 1087 7 collaborative collaborative ADJ dad-11686 1087 8 learning learning NOUN dad-11686 1087 9 activity activity NOUN dad-11686 1087 10 via via ADP dad-11686 1087 11 automatic automatic ADJ dad-11686 1087 12 methods method NOUN dad-11686 1087 13 algorithm algorithm NOUN dad-11686 1087 14 1 1 NUM dad-11686 1087 15 : : PUNCT dad-11686 1087 16 recognise recognise NOUN dad-11686 1087 17 - - PUNCT dad-11686 1087 18 instructions instruction NOUN dad-11686 1087 19 finds find VERB dad-11686 1087 20 the the DET dad-11686 1087 21 edit edit NOUN dad-11686 1087 22 instructions instruction NOUN dad-11686 1087 23 in in ADP dad-11686 1087 24 an an DET dad-11686 1087 25 utterance utterance NOUN dad-11686 1087 26 . . PUNCT dad-11686 1088 1 it it PRON dad-11686 1088 2 is be AUX dad-11686 1088 3 implemented implement VERB dad-11686 1088 4 in in ADP dad-11686 1088 5 a a DET dad-11686 1088 6 script script NOUN dad-11686 1088 7 ( ( PUNCT dad-11686 1088 8 tools/6 tools/6 NUM dad-11686 1088 9 recognise recognise PROPN dad-11686 1088 10 instructions instruction NOUN dad-11686 1088 11 detect detect VERB dad-11686 1088 12 follow follow NOUN dad-11686 1088 13 - - PUNCT dad-11686 1088 14 up up ADP dad-11686 1088 15 actions.ipynb actions.ipynb NOUN dad-11686 1088 16 in in ADP dad-11686 1088 17 the the DET dad-11686 1088 18 tools tool NOUN dad-11686 1088 19 ) ) PUNCT dad-11686 1088 20 that that PRON dad-11686 1088 21 generates generate VERB dad-11686 1088 22 an an DET dad-11686 1088 23 annotated annotated ADJ dad-11686 1088 24 corpus corpus NOUN dad-11686 1088 25 ( ( PUNCT dad-11686 1088 26 processed process VERB dad-11686 1088 27 data data NOUN dad-11686 1088 28 / / SYM dad-11686 1088 29 annotated annotated ADJ dad-11686 1088 30 corpus corpus NOUN dad-11686 1088 31 available available ADJ dad-11686 1088 32 with with ADP dad-11686 1088 33 the the DET dad-11686 1088 34 tools tool NOUN dad-11686 1088 35 ) ) PUNCT dad-11686 1088 36 , , PUNCT dad-11686 1088 37 where where SCONJ dad-11686 1088 38 the the DET dad-11686 1088 39 column column NOUN dad-11686 1088 40 instructions instruction NOUN dad-11686 1088 41 gives give VERB dad-11686 1088 42 the the DET dad-11686 1088 43 list list NOUN dad-11686 1088 44 of of ADP dad-11686 1088 45 instructions instruction NOUN dad-11686 1088 46 that that PRON dad-11686 1088 47 are be AUX dad-11686 1088 48 inferred infer VERB dad-11686 1088 49 for for ADP dad-11686 1088 50 that that DET dad-11686 1088 51 row row NOUN dad-11686 1088 52 . . PUNCT dad-11686 1089 1 input input NOUN dad-11686 1089 2 : : PUNCT dad-11686 1089 3 a a DET dad-11686 1089 4 sequence sequence NOUN dad-11686 1089 5 of of ADP dad-11686 1089 6 tokens token NOUN dad-11686 1089 7 u u NOUN dad-11686 1089 8 = = PROPN dad-11686 1089 9 ⟨t1 ⟨t1 PROPN dad-11686 1089 10 , , PUNCT dad-11686 1089 11 t2 t2 NOUN dad-11686 1089 12 , , PUNCT dad-11686 1089 13 . . PUNCT dad-11686 1089 14 . . PUNCT dad-11686 1089 15 . . PUNCT dad-11686 1090 1 , , PUNCT dad-11686 1090 2 tn⟩ tn⟩ PROPN dad-11686 1090 3 that that PRON dad-11686 1090 4 make make VERB dad-11686 1090 5 up up ADP dad-11686 1090 6 an an DET dad-11686 1090 7 utterance utterance NOUN dad-11686 1090 8 u u NOUN dad-11686 1090 9 output output NOUN dad-11686 1090 10 : : PUNCT dad-11686 1090 11 a a DET dad-11686 1090 12 sequence sequence NOUN dad-11686 1090 13 of of ADP dad-11686 1090 14 instructions instruction NOUN dad-11686 1090 15 i i PRON dad-11686 1090 16 = = SYM dad-11686 1090 17 ⟨i1 ⟨i1 PROPN dad-11686 1090 18 , , PUNCT dad-11686 1090 19 i2 i2 NOUN dad-11686 1090 20 , , PUNCT dad-11686 1090 21 . . PUNCT dad-11686 1090 22 . . PUNCT dad-11686 1091 1 . . PUNCT dad-11686 1092 1 , , PUNCT dad-11686 1092 2 ik⟩ ik⟩ NOUN dad-11686 1092 3 1 1 NUM dad-11686 1092 4 e e PROPN dad-11686 1092 5 ← ← PROPN dad-11686 1092 6 recognise recognise PROPN dad-11686 1092 7 - - PUNCT dad-11686 1092 8 entities(u entities(u NOUN dad-11686 1092 9 ) ) PUNCT dad-11686 1092 10 2 2 NUM dad-11686 1093 1 i i PRON dad-11686 1093 2 ← ← VERB dad-11686 1093 3 an an DET dad-11686 1093 4 empty empty ADJ dad-11686 1093 5 sequence sequence NOUN dad-11686 1093 6 // // NUM dad-11686 1093 7 for for ADP dad-11686 1093 8 inferred infer VERB dad-11686 1093 9 instructions instruction NOUN dad-11686 1093 10 3 3 NUM dad-11686 1093 11 i← i← ADP dad-11686 1093 12 a a DET dad-11686 1093 13 new new ADJ dad-11686 1093 14 instruction instruction NOUN dad-11686 1093 15 object object NOUN dad-11686 1093 16 ; ; PUNCT dad-11686 1093 17 i.verb← i.verb← X dad-11686 1093 18 null null NOUN dad-11686 1093 19 ; ; PUNCT dad-11686 1093 20 i.u← i.u← NOUN dad-11686 1093 21 null null NOUN dad-11686 1093 22 ; ; PUNCT dad-11686 1093 23 i.v← i.v← PROPN dad-11686 1093 24 null null ADJ dad-11686 1093 25 // // SYM dad-11686 1093 26 u u NOUN dad-11686 1093 27 is be AUX dad-11686 1093 28 the the DET dad-11686 1093 29 first first ADJ dad-11686 1093 30 and and CCONJ dad-11686 1093 31 v v NOUN dad-11686 1093 32 is be AUX dad-11686 1093 33 the the DET dad-11686 1093 34 second second ADJ dad-11686 1093 35 node node NOUN dad-11686 1093 36 by by ADP dad-11686 1093 37 mention mention NOUN dad-11686 1093 38 4 4 NUM dad-11686 1093 39 foreach foreach NOUN dad-11686 1093 40 entity entity NOUN dad-11686 1093 41 e e NOUN dad-11686 1093 42 ∈ ∈ PROPN dad-11686 1093 43 e e NOUN dad-11686 1093 44 do do VERB dad-11686 1093 45 5 5 NUM dad-11686 1093 46 if if SCONJ dad-11686 1093 47 e.label e.label NOUN dad-11686 1093 48 = = SYM dad-11686 1093 49 ‘ ' PUNCT dad-11686 1093 50 add add VERB dad-11686 1093 51 ’ ' PUNCT dad-11686 1093 52 or or CCONJ dad-11686 1093 53 e.label e.label NOUN dad-11686 1093 54 = = NUM dad-11686 1093 55 ‘ ' PUNCT dad-11686 1093 56 remove remove VERB dad-11686 1093 57 ’ ' PUNCT dad-11686 1093 58 then then ADV dad-11686 1093 59 6 6 NUM dad-11686 1093 60 if if SCONJ dad-11686 1093 61 i.verb i.verb VERB dad-11686 1093 62 ̸= ̸= PROPN dad-11686 1093 63 null null NOUN dad-11686 1093 64 then then ADV dad-11686 1093 65 // // PUNCT dad-11686 1093 66 already already ADV dad-11686 1093 67 inferring infer VERB dad-11686 1093 68 an an DET dad-11686 1093 69 instruction instruction NOUN dad-11686 1093 70 7 7 NUM dad-11686 1093 71 if if SCONJ dad-11686 1093 72 i.u i.u PROPN dad-11686 1093 73 ̸= ̸= PROPN dad-11686 1093 74 null null NOUN dad-11686 1093 75 then then ADV dad-11686 1093 76 // // PUNCT dad-11686 1093 77 save save VERB dad-11686 1093 78 the the DET dad-11686 1093 79 partial partial ADJ dad-11686 1093 80 instruction instruction NOUN dad-11686 1093 81 8 8 NUM dad-11686 1093 82 insert insert NOUN dad-11686 1093 83 i i PRON dad-11686 1093 84 into into ADP dad-11686 1093 85 i i PRON dad-11686 1093 86 9 9 NUM dad-11686 1093 87 i.u← i.u← NOUN dad-11686 1093 88 null null NOUN dad-11686 1093 89 ; ; PUNCT dad-11686 1093 90 i.v← i.v← PROPN dad-11686 1093 91 null null ADJ dad-11686 1093 92 // // X dad-11686 1093 93 clear clear ADJ dad-11686 1093 94 node node PROPN dad-11686 1093 95 1 1 NUM dad-11686 1093 96 and and CCONJ dad-11686 1093 97 2 2 NUM dad-11686 1093 98 10 10 NUM dad-11686 1093 99 i.verb← i.verb← NOUN dad-11686 1093 100 e.label e.label NOUN dad-11686 1093 101 11 11 NUM dad-11686 1093 102 else else ADV dad-11686 1093 103 if if SCONJ dad-11686 1093 104 i.u i.u NOUN dad-11686 1093 105 = = NOUN dad-11686 1093 106 null null NOUN dad-11686 1093 107 then then ADV dad-11686 1093 108 // // NUM dad-11686 1093 109 that that PRON dad-11686 1093 110 is be AUX dad-11686 1093 111 , , PUNCT dad-11686 1093 112 e.label e.label NOUN dad-11686 1093 113 = = SYM dad-11686 1093 114 ‘ ' PUNCT dad-11686 1093 115 node node NOUN dad-11686 1093 116 ’ ' PUNCT dad-11686 1093 117 12 12 NUM dad-11686 1093 118 i.u← i.u← NOUN dad-11686 1093 119 e.token e.token VERB dad-11686 1093 120 13 13 NUM dad-11686 1093 121 else else ADV dad-11686 1093 122 if if SCONJ dad-11686 1093 123 i.v i.v PRON dad-11686 1093 124 = = AUX dad-11686 1093 125 e.token e.token VERB dad-11686 1093 126 then then ADV dad-11686 1093 127 14 14 NUM dad-11686 1093 128 if if SCONJ dad-11686 1093 129 i.u i.u PROPN dad-11686 1093 130 ̸= ̸= PROPN dad-11686 1093 131 e.token e.token VERB dad-11686 1093 132 then then ADV dad-11686 1093 133 // // PUNCT dad-11686 1093 134 if if SCONJ dad-11686 1093 135 not not PART dad-11686 1093 136 repeating repeat VERB dad-11686 1093 137 node node ADJ dad-11686 1093 138 name name NOUN dad-11686 1093 139 15 15 NUM dad-11686 1093 140 i.v← i.v← PROPN dad-11686 1093 141 e.token e.token VERB dad-11686 1093 142 16 16 NUM dad-11686 1093 143 if if SCONJ dad-11686 1093 144 i.verb i.verb NOUN dad-11686 1093 145 = = NOUN dad-11686 1093 146 null null NOUN dad-11686 1093 147 then then ADV dad-11686 1093 148 // // NUM dad-11686 1093 149 default default NOUN dad-11686 1093 150 to to ADP dad-11686 1093 151 a a DET dad-11686 1093 152 verb verb NOUN dad-11686 1093 153 if if SCONJ dad-11686 1093 154 not not PART dad-11686 1093 155 detected detect VERB dad-11686 1093 156 17 17 NUM dad-11686 1093 157 if if SCONJ dad-11686 1093 158 i i PRON dad-11686 1093 159 .length .length VERB dad-11686 1094 1 = = NOUN dad-11686 1094 2 0 0 NUM dad-11686 1095 1 then then ADV dad-11686 1095 2 // // PUNCT dad-11686 1095 3 no no DET dad-11686 1095 4 previous previous ADJ dad-11686 1095 5 instruction instruction NOUN dad-11686 1095 6 : : PUNCT dad-11686 1095 7 default default NOUN dad-11686 1095 8 to to AUX dad-11686 1095 9 ‘ ' PUNCT dad-11686 1095 10 add add VERB dad-11686 1095 11 ’ ' PUNCT dad-11686 1095 12 18 18 NUM dad-11686 1095 13 i.verb← i.verb← NOUN dad-11686 1095 14 ‘ ' PUNCT dad-11686 1095 15 add add VERB dad-11686 1095 16 ’ ' PUNCT dad-11686 1095 17 19 19 NUM dad-11686 1095 18 else else ADV dad-11686 1095 19 // // SYM dad-11686 1095 20 default default NOUN dad-11686 1095 21 to to ADP dad-11686 1095 22 previous previous ADJ dad-11686 1095 23 instruction instruction NOUN dad-11686 1095 24 ’s ’s PART dad-11686 1095 25 verb verb NOUN dad-11686 1095 26 if if SCONJ dad-11686 1095 27 exists exist VERB dad-11686 1095 28 20 20 NUM dad-11686 1095 29 i.verb← i.verb← NOUN dad-11686 1095 30 i[i.length− i[i.length− NOUN dad-11686 1095 31 1].verb 1].verb NUM dad-11686 1095 32 21 21 NUM dad-11686 1095 33 insert insert NOUN dad-11686 1095 34 i i PRON dad-11686 1095 35 into into ADP dad-11686 1095 36 i i PRON dad-11686 1095 37 22 22 NUM dad-11686 1095 38 i← i← ADP dad-11686 1095 39 a a DET dad-11686 1095 40 new new ADJ dad-11686 1095 41 instruction instruction NOUN dad-11686 1095 42 object object NOUN dad-11686 1095 43 ( ( PUNCT dad-11686 1095 44 i.verb← i.verb← NOUN dad-11686 1095 45 null null ADJ dad-11686 1095 46 , , PUNCT dad-11686 1095 47 i.u← i.u← NOUN dad-11686 1095 48 null null NOUN dad-11686 1095 49 , , PUNCT dad-11686 1095 50 i.v← i.v← PROPN dad-11686 1095 51 null null NOUN dad-11686 1095 52 ) ) PUNCT dad-11686 1095 53 23 23 NUM dad-11686 1095 54 return return NOUN dad-11686 1095 55 i i PRON dad-11686 1095 56 45 45 NUM dad-11686 1095 57 utku utku ADJ dad-11686 1095 58 norman∗ norman∗ NOUN dad-11686 1095 59 , , PUNCT dad-11686 1095 60 tanvi tanvi NOUN dad-11686 1095 61 dinkar∗ dinkar∗ NOUN dad-11686 1095 62 , , PUNCT dad-11686 1095 63 barbara barbara PROPN dad-11686 1095 64 bruno bruno PROPN dad-11686 1095 65 , , PUNCT dad-11686 1095 66 and and CCONJ dad-11686 1095 67 chloé chloé VERB dad-11686 1095 68 clavel clavel ADJ dad-11686 1095 69 algorithm algorithm NOUN dad-11686 1095 70 2 2 NUM dad-11686 1095 71 : : PUNCT dad-11686 1095 72 recognise recognise NOUN dad-11686 1095 73 - - PUNCT dad-11686 1095 74 entities entity NOUN dad-11686 1095 75 finds find VERB dad-11686 1095 76 the the DET dad-11686 1095 77 edit edit NOUN dad-11686 1095 78 entities entity NOUN dad-11686 1095 79 in in ADP dad-11686 1095 80 an an DET dad-11686 1095 81 utterance utterance NOUN dad-11686 1095 82 via via ADP dad-11686 1095 83 a a DET dad-11686 1095 84 simple simple ADJ dad-11686 1095 85 rule rule NOUN dad-11686 1095 86 - - PUNCT dad-11686 1095 87 based base VERB dad-11686 1095 88 named name VERB dad-11686 1095 89 entity entity NOUN dad-11686 1095 90 recognition recognition NOUN dad-11686 1095 91 procedure procedure NOUN dad-11686 1095 92 . . PUNCT dad-11686 1096 1 it it PRON dad-11686 1096 2 is be AUX dad-11686 1096 3 implemented implement VERB dad-11686 1096 4 in in ADP dad-11686 1096 5 a a DET dad-11686 1096 6 script script NOUN dad-11686 1096 7 ( ( PUNCT dad-11686 1096 8 tools/6 tools/6 NUM dad-11686 1096 9 recognise recognise PROPN dad-11686 1096 10 instructions instruction NOUN dad-11686 1096 11 detect detect VERB dad-11686 1096 12 followup followup NOUN dad-11686 1096 13 actions.ipynb actions.ipynb NOUN dad-11686 1096 14 in in ADP dad-11686 1096 15 the the DET dad-11686 1096 16 tools tool NOUN dad-11686 1096 17 ) ) PUNCT dad-11686 1096 18 that that PRON dad-11686 1096 19 generates generate VERB dad-11686 1096 20 an an DET dad-11686 1096 21 annotated annotated ADJ dad-11686 1096 22 corpus corpus NOUN dad-11686 1096 23 ( ( PUNCT dad-11686 1096 24 processed process VERB dad-11686 1096 25 data data NOUN dad-11686 1096 26 / / SYM dad-11686 1096 27 annotated annotated ADJ dad-11686 1096 28 corpus corpus NOUN dad-11686 1096 29 available available ADJ dad-11686 1096 30 with with ADP dad-11686 1096 31 the the DET dad-11686 1096 32 tools tool NOUN dad-11686 1096 33 , , PUNCT dad-11686 1096 34 for for ADP dad-11686 1096 35 which which PRON dad-11686 1096 36 we we PRON dad-11686 1096 37 employ employ VERB dad-11686 1096 38 named name VERB dad-11686 1096 39 - - PUNCT dad-11686 1096 40 entity entity NOUN dad-11686 1096 41 recognition recognition NOUN dad-11686 1096 42 ( ( PUNCT dad-11686 1096 43 ner ner NOUN dad-11686 1096 44 ) ) PUNCT dad-11686 1096 45 feature feature NOUN dad-11686 1096 46 of of ADP dad-11686 1096 47 the the DET dad-11686 1096 48 python python PROPN dad-11686 1096 49 library library NOUN dad-11686 1096 50 spacy spacy NOUN dad-11686 1096 51 that that PRON dad-11686 1096 52 performs perform VERB dad-11686 1096 53 this this DET dad-11686 1096 54 entity entity NOUN dad-11686 1096 55 recognition recognition NOUN dad-11686 1096 56 . . PUNCT dad-11686 1097 1 input input NOUN dad-11686 1097 2 : : PUNCT dad-11686 1097 3 a a DET dad-11686 1097 4 sequence sequence NOUN dad-11686 1097 5 of of ADP dad-11686 1097 6 tokens token NOUN dad-11686 1097 7 u u NOUN dad-11686 1097 8 = = PROPN dad-11686 1097 9 ⟨t1 ⟨t1 PROPN dad-11686 1097 10 , , PUNCT dad-11686 1097 11 t2 t2 NOUN dad-11686 1097 12 , , PUNCT dad-11686 1097 13 . . PUNCT dad-11686 1097 14 . . PUNCT dad-11686 1097 15 . . PUNCT dad-11686 1098 1 , , PUNCT dad-11686 1098 2 tn⟩ tn⟩ PROPN dad-11686 1098 3 that that PRON dad-11686 1098 4 make make VERB dad-11686 1098 5 up up ADP dad-11686 1098 6 an an DET dad-11686 1098 7 utterance utterance NOUN dad-11686 1098 8 u u NOUN dad-11686 1098 9 output output NOUN dad-11686 1098 10 : : PUNCT dad-11686 1098 11 a a DET dad-11686 1098 12 sequence sequence NOUN dad-11686 1098 13 of of ADP dad-11686 1098 14 entities entity NOUN dad-11686 1098 15 e e X dad-11686 1098 16 = = SYM dad-11686 1098 17 ⟨e1 ⟨e1 PROPN dad-11686 1098 18 , , PUNCT dad-11686 1098 19 e2 e2 PROPN dad-11686 1098 20 , , PUNCT dad-11686 1098 21 . . PUNCT dad-11686 1098 22 . . PUNCT dad-11686 1098 23 . . PUNCT dad-11686 1099 1 , , PUNCT dad-11686 1099 2 em⟩ em⟩ NOUN dad-11686 1099 3 1 1 NUM dad-11686 1099 4 n n PRON dad-11686 1099 5 ← ← PROPN dad-11686 1099 6 ⟨‘montreux ⟨‘montreux NOUN dad-11686 1099 7 ’ ' PUNCT dad-11686 1099 8 , , PUNCT dad-11686 1099 9 ‘ ' PUNCT dad-11686 1099 10 bern bern ADJ dad-11686 1099 11 ’ ' PUNCT dad-11686 1099 12 , , PUNCT dad-11686 1099 13 . . PUNCT dad-11686 1099 14 . . PUNCT dad-11686 1099 15 . . PUNCT dad-11686 1100 1 , , PUNCT dad-11686 1100 2 ‘ ' PUNCT dad-11686 1100 3 basel’⟩ basel’⟩ CCONJ dad-11686 1100 4 // // X dad-11686 1100 5 all all DET dad-11686 1100 6 node node ADJ dad-11686 1100 7 names name NOUN dad-11686 1100 8 2 2 NUM dad-11686 1100 9 a← a← SYM dad-11686 1100 10 ⟨‘add ⟨‘add PROPN dad-11686 1100 11 ’ ' PUNCT dad-11686 1100 12 , , PUNCT dad-11686 1100 13 ‘ ' PUNCT dad-11686 1100 14 build build VERB dad-11686 1100 15 ’ ' PUNCT dad-11686 1100 16 , , PUNCT dad-11686 1100 17 ‘ ' PUNCT dad-11686 1100 18 connect connect VERB dad-11686 1100 19 ’ ' PUNCT dad-11686 1100 20 , , PUNCT dad-11686 1100 21 ‘ ' PUNCT dad-11686 1100 22 do do AUX dad-11686 1100 23 ’ ' PUNCT dad-11686 1100 24 , , PUNCT dad-11686 1100 25 ‘ ' PUNCT dad-11686 1100 26 go go VERB dad-11686 1100 27 ’ ' PUNCT dad-11686 1100 28 , , PUNCT dad-11686 1100 29 ‘ ' PUNCT dad-11686 1100 30 put’⟩ put’⟩ PROPN dad-11686 1100 31 // // NOUN dad-11686 1100 32 add add VERB dad-11686 1100 33 verbs verbs PROPN dad-11686 1100 34 3 3 NUM dad-11686 1100 35 r← r← NOUN dad-11686 1100 36 ⟨‘away ⟨‘away NOUN dad-11686 1100 37 ’ ' PUNCT dad-11686 1100 38 , , PUNCT dad-11686 1100 39 ‘ ' PUNCT dad-11686 1100 40 cut cut VERB dad-11686 1100 41 ’ ' PUNCT dad-11686 1100 42 , , PUNCT dad-11686 1100 43 ‘ ' PUNCT dad-11686 1100 44 delete delete ADJ dad-11686 1100 45 ’ ' PUNCT dad-11686 1100 46 , , PUNCT dad-11686 1100 47 ‘ ' PUNCT dad-11686 1100 48 erase erase NOUN dad-11686 1100 49 ’ ' PUNCT dad-11686 1100 50 , , PUNCT dad-11686 1100 51 ‘ ' PUNCT dad-11686 1100 52 remove remove VERB dad-11686 1100 53 ’ ' PUNCT dad-11686 1100 54 , , PUNCT dad-11686 1100 55 ‘ ' PUNCT dad-11686 1100 56 rub’⟩ rub’⟩ NOUN dad-11686 1100 57 // // NOUN dad-11686 1100 58 remove remove VERB dad-11686 1100 59 verbs verbs PROPN dad-11686 1100 60 4 4 NUM dad-11686 1100 61 e e NOUN dad-11686 1100 62 ← ← PROPN dad-11686 1100 63 an an DET dad-11686 1100 64 empty empty ADJ dad-11686 1100 65 sequence sequence NOUN dad-11686 1100 66 // // NUM dad-11686 1100 67 for for ADP dad-11686 1100 68 inferred infer VERB dad-11686 1100 69 entities entity NOUN dad-11686 1100 70 5 5 NUM dad-11686 1100 71 foreach foreach NOUN dad-11686 1100 72 token token VERB dad-11686 1101 1 t t PROPN dad-11686 1101 2 ∈ ∈ PROPN dad-11686 1101 3 u u NOUN dad-11686 1101 4 do do VERB dad-11686 1101 5 6 6 NUM dad-11686 1101 6 label← label← PROPN dad-11686 1101 7 null null NOUN dad-11686 1101 8 7 7 NUM dad-11686 1101 9 if if SCONJ dad-11686 1101 10 t t PROPN dad-11686 1101 11 ∈ ∈ PROPN dad-11686 1101 12 n n CCONJ dad-11686 1101 13 then then ADV dad-11686 1101 14 label← label← PROPN dad-11686 1101 15 ‘ ' PUNCT dad-11686 1101 16 node node NOUN dad-11686 1101 17 ’ ' PUNCT dad-11686 1101 18 8 8 NUM dad-11686 1101 19 else else ADV dad-11686 1101 20 if if SCONJ dad-11686 1101 21 t t PROPN dad-11686 1101 22 ∈ ∈ PROPN dad-11686 1101 23 a a DET dad-11686 1101 24 then then ADV dad-11686 1101 25 label← label← PROPN dad-11686 1101 26 ‘ ' PUNCT dad-11686 1101 27 add add VERB dad-11686 1101 28 ’ ' PUNCT dad-11686 1101 29 9 9 NUM dad-11686 1101 30 else else ADV dad-11686 1101 31 if if SCONJ dad-11686 1101 32 t t PROPN dad-11686 1101 33 ∈ ∈ PROPN dad-11686 1101 34 r r NOUN dad-11686 1101 35 then then ADV dad-11686 1101 36 label← label← PROPN dad-11686 1101 37 ‘ ' PUNCT dad-11686 1101 38 remove remove VERB dad-11686 1101 39 ’ ' PUNCT dad-11686 1101 40 10 10 NUM dad-11686 1101 41 if if SCONJ dad-11686 1101 42 label label NOUN dad-11686 1101 43 ̸= ̸= PROPN dad-11686 1101 44 null null NOUN dad-11686 1101 45 then then ADV dad-11686 1101 46 11 11 NUM dad-11686 1101 47 e← e← NUM dad-11686 1101 48 a a DET dad-11686 1101 49 new new ADJ dad-11686 1101 50 entity entity NOUN dad-11686 1101 51 object object NOUN dad-11686 1101 52 ; ; PUNCT dad-11686 1101 53 e.token← e.token← PROPN dad-11686 1101 54 t t PROPN dad-11686 1101 55 ; ; PUNCT dad-11686 1101 56 e.label← e.label← NOUN dad-11686 1101 57 label label NOUN dad-11686 1101 58 12 12 NUM dad-11686 1101 59 insert insert NOUN dad-11686 1101 60 e e NOUN dad-11686 1101 61 into into ADP dad-11686 1101 62 e e PROPN dad-11686 1101 63 13 13 NUM dad-11686 1101 64 return return NOUN dad-11686 1101 65 e e X dad-11686 1101 66 e.2 e.2 X dad-11686 1101 67 detecting detect VERB dad-11686 1101 68 follow follow VERB dad-11686 1101 69 - - PUNCT dad-11686 1101 70 up up ADP dad-11686 1101 71 actions action NOUN dad-11686 1101 72 of of ADP dad-11686 1101 73 the the DET dad-11686 1101 74 instructions instruction NOUN dad-11686 1101 75 in in ADP dad-11686 1101 76 rq2 rq2 PROPN dad-11686 1101 77 match match NOUN dad-11686 1101 78 - - PUNCT dad-11686 1101 79 instructions instruction NOUN dad-11686 1101 80 - - PUNCT dad-11686 1101 81 to to ADP dad-11686 1101 82 - - PUNCT dad-11686 1101 83 actions action NOUN dad-11686 1101 84 pairs pair NOUN dad-11686 1101 85 instructions instruction NOUN dad-11686 1101 86 with with ADP dad-11686 1101 87 actions action NOUN dad-11686 1101 88 as as ADP dad-11686 1101 89 matches match NOUN dad-11686 1101 90 or or CCONJ dad-11686 1101 91 mismatches mismatch NOUN dad-11686 1101 92 , , PUNCT dad-11686 1101 93 for for ADP dad-11686 1101 94 a a DET dad-11686 1101 95 verbal verbal ADJ dad-11686 1101 96 and and CCONJ dad-11686 1101 97 physical physical ADJ dad-11686 1101 98 actions action NOUN dad-11686 1101 99 list list VERB dad-11686 1101 100 a a PRON dad-11686 1101 101 , , PUNCT dad-11686 1101 102 as as SCONJ dad-11686 1101 103 described describe VERB dad-11686 1101 104 in in ADP dad-11686 1101 105 algorithm algorithm NOUN dad-11686 1101 106 3 3 NUM dad-11686 1101 107 . . PUNCT dad-11686 1102 1 preprocessing preprocesse VERB dad-11686 1102 2 ( ( PUNCT dad-11686 1102 3 to to PART dad-11686 1102 4 obtain obtain VERB dad-11686 1102 5 a a DET dad-11686 1102 6 verbal verbal ADJ dad-11686 1102 7 and and CCONJ dad-11686 1102 8 physical physical ADJ dad-11686 1102 9 actions action NOUN dad-11686 1102 10 list list VERB dad-11686 1102 11 a a PRON dad-11686 1102 12 ): ): PUNCT dad-11686 1102 13 we we PRON dad-11686 1102 14 combine combine VERB dad-11686 1102 15 the the DET dad-11686 1102 16 transcript transcript NOUN dad-11686 1102 17 and and CCONJ dad-11686 1102 18 edit edit NOUN dad-11686 1102 19 actions action NOUN dad-11686 1102 20 in in ADP dad-11686 1102 21 a a DET dad-11686 1102 22 subject subject ADJ dad-11686 1102 23 - - PUNCT dad-11686 1102 24 verb verb NOUN dad-11686 1102 25 - - PUNCT dad-11686 1102 26 object(-turn object(-turn NOUN dad-11686 1102 27 - - PUNCT dad-11686 1102 28 attempt attempt NOUN dad-11686 1102 29 ) ) PUNCT dad-11686 1102 30 format format NOUN dad-11686 1102 31 . . PUNCT dad-11686 1103 1 • • NOUN dad-11686 1103 2 each each DET dad-11686 1103 3 utterance utterance NOUN dad-11686 1103 4 in in ADP dad-11686 1103 5 the the DET dad-11686 1103 6 transcript transcript NOUN dad-11686 1103 7 is be AUX dad-11686 1103 8 added add VERB dad-11686 1103 9 as as ADP dad-11686 1103 10 an an DET dad-11686 1103 11 action action NOUN dad-11686 1103 12 with with ADP dad-11686 1103 13 the the DET dad-11686 1103 14 verb verb NOUN dad-11686 1103 15 ‘ ' PUNCT dad-11686 1103 16 says say VERB dad-11686 1103 17 ’ ' PUNCT dad-11686 1103 18 . . PUNCT dad-11686 1104 1 • • NOUN dad-11686 1104 2 each each DET dad-11686 1104 3 edit edit NOUN dad-11686 1104 4 action action NOUN dad-11686 1104 5 from from ADP dad-11686 1104 6 the the DET dad-11686 1104 7 logs log NOUN dad-11686 1104 8 is be AUX dad-11686 1104 9 added add VERB dad-11686 1104 10 with with ADP dad-11686 1104 11 the the DET dad-11686 1104 12 verb verb NOUN dad-11686 1104 13 ‘ ' PUNCT dad-11686 1104 14 adds adds X dad-11686 1104 15 ’ ' PUNCT dad-11686 1104 16 or or CCONJ dad-11686 1104 17 ‘ ' PUNCT dad-11686 1104 18 removes remove VERB dad-11686 1104 19 ’ ' PUNCT dad-11686 1104 20 , , PUNCT dad-11686 1104 21 according accord VERB dad-11686 1104 22 to to ADP dad-11686 1104 23 whether whether SCONJ dad-11686 1104 24 it it PRON dad-11686 1104 25 is be AUX dad-11686 1104 26 an an DET dad-11686 1104 27 add add ADJ dad-11686 1104 28 action action NOUN dad-11686 1104 29 or or CCONJ dad-11686 1104 30 a a DET dad-11686 1104 31 remove remove ADJ dad-11686 1104 32 action action NOUN dad-11686 1104 33 , , PUNCT dad-11686 1104 34 respectively respectively ADV dad-11686 1104 35 . . PUNCT dad-11686 1105 1 each each DET dad-11686 1105 2 action action NOUN dad-11686 1105 3 a a DET dad-11686 1105 4 ∈ ∈ PROPN dad-11686 1105 5 a a PRON dad-11686 1105 6 has have VERB dad-11686 1105 7 fields field NOUN dad-11686 1105 8 : : PUNCT dad-11686 1105 9 • • NUM dad-11686 1105 10 a.subject a.subject NOUN dad-11686 1105 11 ∈ ∈ PROPN dad-11686 1105 12 { { PUNCT dad-11686 1105 13 ‘ ' PUNCT dad-11686 1105 14 a a PRON dad-11686 1105 15 ’ ' PUNCT dad-11686 1105 16 , , PUNCT dad-11686 1105 17 ‘ ' PUNCT dad-11686 1105 18 b b X dad-11686 1105 19 ’ ' PUNCT dad-11686 1105 20 } } PUNCT dad-11686 1105 21 , , PUNCT dad-11686 1105 22 the the DET dad-11686 1105 23 two two NUM dad-11686 1105 24 learners learner NOUN dad-11686 1105 25 that that PRON dad-11686 1105 26 are be AUX dad-11686 1105 27 collaborating collaborate VERB dad-11686 1105 28 to to PART dad-11686 1105 29 solve solve VERB dad-11686 1105 30 the the DET dad-11686 1105 31 given give VERB dad-11686 1105 32 problem problem NOUN dad-11686 1105 33 • • ADP dad-11686 1105 34 a.verb a.verb NOUN dad-11686 1105 35 ∈ ∈ NOUN dad-11686 1105 36 { { PUNCT dad-11686 1105 37 ‘ ' PUNCT dad-11686 1105 38 says say NOUN dad-11686 1105 39 ’ ' PUNCT dad-11686 1105 40 , , PUNCT dad-11686 1105 41 ‘ ' PUNCT dad-11686 1105 42 adds adds X dad-11686 1105 43 ’ ' PUNCT dad-11686 1105 44 , , PUNCT dad-11686 1105 45 ‘ ' PUNCT dad-11686 1105 46 removes remove VERB dad-11686 1105 47 ’ ' PUNCT dad-11686 1105 48 } } PUNCT dad-11686 1105 49 , , PUNCT dad-11686 1105 50 the the DET dad-11686 1105 51 edit edit NOUN dad-11686 1105 52 actions action NOUN dad-11686 1105 53 and and CCONJ dad-11686 1105 54 utterance utterance NOUN dad-11686 1105 55 action action NOUN dad-11686 1105 56 for for ADP dad-11686 1105 57 matching match VERB dad-11686 1105 58 instructions instruction NOUN dad-11686 1105 59 with with ADP dad-11686 1105 60 edit edit NOUN dad-11686 1105 61 actions action NOUN dad-11686 1105 62 • • ADP dad-11686 1105 63 a.object a.object NOUN dad-11686 1105 64 ∈ ∈ PROPN dad-11686 1105 65 { { PUNCT dad-11686 1105 66 utterances utterance NOUN dad-11686 1105 67 } } PUNCT dad-11686 1105 68 ∪ ∪ X dad-11686 1105 69 { { PUNCT dad-11686 1105 70 ( ( PUNCT dad-11686 1105 71 u u NOUN dad-11686 1105 72 , , PUNCT dad-11686 1105 73 v v NOUN dad-11686 1105 74 ) ) PUNCT dad-11686 1105 75 : : PUNCT dad-11686 1105 76 ( ( PUNCT dad-11686 1105 77 u u NOUN dad-11686 1105 78 , , PUNCT dad-11686 1105 79 v v NOUN dad-11686 1105 80 ) ) PUNCT dad-11686 1105 81 ∈ ∈ PROPN dad-11686 1105 82 edges edge NOUN dad-11686 1105 83 } } PUNCT dad-11686 1105 84 • • NUM dad-11686 1105 85 a.turn a.turn NOUN dad-11686 1105 86 ∈ ∈ NOUN dad-11686 1105 87 { { PUNCT dad-11686 1105 88 1 1 NUM dad-11686 1105 89 , , PUNCT dad-11686 1105 90 2 2 NUM dad-11686 1105 91 , , PUNCT dad-11686 1105 92 . . PUNCT dad-11686 1105 93 . . PUNCT dad-11686 1106 1 . . PUNCT dad-11686 1107 1 , , PUNCT dad-11686 1107 2 n n CCONJ dad-11686 1107 3 } } PUNCT dad-11686 1107 4 indicating indicate VERB dad-11686 1107 5 the the DET dad-11686 1107 6 turn turn NOUN dad-11686 1107 7 number number NOUN dad-11686 1107 8 of of ADP dad-11686 1107 9 the the DET dad-11686 1107 10 period period NOUN dad-11686 1107 11 the the DET dad-11686 1107 12 action action NOUN dad-11686 1107 13 belongs belong VERB dad-11686 1107 14 to to ADP dad-11686 1107 15 ( ( PUNCT dad-11686 1107 16 where where SCONJ dad-11686 1107 17 for for ADP dad-11686 1107 18 utterances utterance NOUN dad-11686 1107 19 , , PUNCT dad-11686 1107 20 the the DET dad-11686 1107 21 start start ADJ dad-11686 1107 22 time time NOUN dad-11686 1107 23 of of ADP dad-11686 1107 24 the the DET dad-11686 1107 25 utterance utterance NOUN dad-11686 1107 26 belongs belong VERB dad-11686 1107 27 to to ADP dad-11686 1107 28 ) ) PUNCT dad-11686 1107 29 . . PUNCT dad-11686 1108 1 after after ADP dad-11686 1108 2 every every DET dad-11686 1108 3 two two NUM dad-11686 1108 4 edits edit NOUN dad-11686 1108 5 , , PUNCT dad-11686 1108 6 the the DET dad-11686 1108 7 turn turn NOUN dad-11686 1108 8 number number NOUN dad-11686 1108 9 incremented incremente VERB dad-11686 1108 10 by by ADP dad-11686 1108 11 1 1 NUM dad-11686 1108 12 • • NOUN dad-11686 1108 13 a.attempt a.attempt ADJ dad-11686 1108 14 ∈ ∈ NOUN dad-11686 1108 15 { { PUNCT dad-11686 1108 16 1 1 NUM dad-11686 1108 17 , , PUNCT dad-11686 1108 18 2 2 NUM dad-11686 1108 19 , , PUNCT dad-11686 1108 20 . . PUNCT dad-11686 1108 21 . . PUNCT dad-11686 1108 22 . . PUNCT dad-11686 1109 1 , , PUNCT dad-11686 1109 2 m m AUX dad-11686 1109 3 } } PUNCT dad-11686 1109 4 indicating indicate VERB dad-11686 1109 5 the the DET dad-11686 1109 6 attempt attempt NOUN dad-11686 1109 7 number number NOUN dad-11686 1109 8 of of ADP dad-11686 1109 9 the the DET dad-11686 1109 10 period period NOUN dad-11686 1109 11 the the DET dad-11686 1109 12 action action NOUN dad-11686 1109 13 belongs belong VERB dad-11686 1109 14 to to ADP dad-11686 1109 15 ( ( PUNCT dad-11686 1109 16 where where SCONJ dad-11686 1109 17 for for ADP dad-11686 1109 18 utterances utterance NOUN dad-11686 1109 19 , , PUNCT dad-11686 1109 20 the the DET dad-11686 1109 21 start start ADJ dad-11686 1109 22 time time NOUN dad-11686 1109 23 of of ADP dad-11686 1109 24 the the DET dad-11686 1109 25 utterance utterance NOUN dad-11686 1109 26 belongs belong VERB dad-11686 1109 27 to to ADP dad-11686 1109 28 ) ) PUNCT dad-11686 1109 29 . . PUNCT dad-11686 1110 1 after after ADP dad-11686 1110 2 every every DET dad-11686 1110 3 submission submission NOUN dad-11686 1110 4 , , PUNCT dad-11686 1110 5 the the DET dad-11686 1110 6 attempt attempt NOUN dad-11686 1110 7 number number NOUN dad-11686 1110 8 is be AUX dad-11686 1110 9 incremented incremente VERB dad-11686 1110 10 by by ADP dad-11686 1110 11 1 1 NUM dad-11686 1110 12 46 46 NUM dad-11686 1110 13 https://spacy.io/ https://spacy.io/ NOUN dad-11686 1110 14 studying study VERB dad-11686 1110 15 alignment alignment NOUN dad-11686 1110 16 in in ADP dad-11686 1110 17 a a DET dad-11686 1110 18 collaborative collaborative ADJ dad-11686 1110 19 learning learning NOUN dad-11686 1110 20 activity activity NOUN dad-11686 1110 21 via via ADP dad-11686 1110 22 automatic automatic ADJ dad-11686 1110 23 methods method NOUN dad-11686 1110 24 algorithm algorithm NOUN dad-11686 1110 25 3 3 NUM dad-11686 1110 26 : : PUNCT dad-11686 1110 27 match match NOUN dad-11686 1110 28 - - PUNCT dad-11686 1110 29 instructions instruction NOUN dad-11686 1110 30 - - PUNCT dad-11686 1110 31 to to ADP dad-11686 1110 32 - - PUNCT dad-11686 1110 33 actions action NOUN dad-11686 1110 34 pairs pair VERB dad-11686 1110 35 a a DET dad-11686 1110 36 list list NOUN dad-11686 1110 37 of of ADP dad-11686 1110 38 pending pende VERB dad-11686 1110 39 instructions instruction NOUN dad-11686 1110 40 with with ADP dad-11686 1110 41 actions action NOUN dad-11686 1110 42 as as ADP dad-11686 1110 43 matches match NOUN dad-11686 1110 44 or or CCONJ dad-11686 1110 45 mismatches mismatch NOUN dad-11686 1110 46 . . PUNCT dad-11686 1111 1 it it PRON dad-11686 1111 2 is be AUX dad-11686 1111 3 implemented implement VERB dad-11686 1111 4 in in ADP dad-11686 1111 5 a a DET dad-11686 1111 6 script script NOUN dad-11686 1111 7 ( ( PUNCT dad-11686 1111 8 tools/6 tools/6 NUM dad-11686 1111 9 recognise recognise PROPN dad-11686 1111 10 instructions instruction NOUN dad-11686 1111 11 detect detect VERB dad-11686 1111 12 followup followup NOUN dad-11686 1111 13 actions.ipynb actions.ipynb NOUN dad-11686 1111 14 in in ADP dad-11686 1111 15 the the DET dad-11686 1111 16 tools tool NOUN dad-11686 1111 17 ) ) PUNCT dad-11686 1111 18 that that PRON dad-11686 1111 19 generates generate VERB dad-11686 1111 20 an an DET dad-11686 1111 21 annotated annotated ADJ dad-11686 1111 22 corpus corpus NOUN dad-11686 1111 23 ( ( PUNCT dad-11686 1111 24 processed process VERB dad-11686 1111 25 data data NOUN dad-11686 1111 26 / / SYM dad-11686 1111 27 annotated annotated ADJ dad-11686 1111 28 corpus corpus NOUN dad-11686 1111 29 available available ADJ dad-11686 1111 30 with with ADP dad-11686 1111 31 the the DET dad-11686 1111 32 tools tool NOUN dad-11686 1111 33 , , PUNCT dad-11686 1111 34 where where SCONJ dad-11686 1111 35 the the DET dad-11686 1111 36 column column NOUN dad-11686 1111 37 matching matching NOUN dad-11686 1111 38 gives give VERB dad-11686 1111 39 the the DET dad-11686 1111 40 the the DET dad-11686 1111 41 result result NOUN dad-11686 1111 42 of of ADP dad-11686 1111 43 the the DET dad-11686 1111 44 matching matching NOUN dad-11686 1111 45 for for ADP dad-11686 1111 46 that that DET dad-11686 1111 47 row row NOUN dad-11686 1111 48 ) ) PUNCT dad-11686 1111 49 . . PUNCT dad-11686 1112 1 input input NOUN dad-11686 1112 2 : : PUNCT dad-11686 1112 3 a a DET dad-11686 1112 4 sequence sequence NOUN dad-11686 1112 5 of of ADP dad-11686 1112 6 verbal verbal ADJ dad-11686 1112 7 and and CCONJ dad-11686 1112 8 physical physical ADJ dad-11686 1112 9 actions action NOUN dad-11686 1112 10 a a DET dad-11686 1112 11 = = SYM dad-11686 1112 12 ⟨a1 ⟨a1 PROPN dad-11686 1112 13 , , PUNCT dad-11686 1112 14 a2 a2 PROPN dad-11686 1112 15 , , PUNCT dad-11686 1112 16 . . PUNCT dad-11686 1112 17 . . PUNCT dad-11686 1112 18 . . PUNCT dad-11686 1113 1 , , PUNCT dad-11686 1113 2 ak⟩ ak⟩ PROPN dad-11686 1113 3 output output VERB dad-11686 1113 4 : : PUNCT dad-11686 1113 5 a a DET dad-11686 1113 6 sequence sequence NOUN dad-11686 1113 7 of of ADP dad-11686 1113 8 m m PROPN dad-11686 1113 9 = = PUNCT dad-11686 1113 10 ⟨m1,m2 ⟨m1,m2 NUM dad-11686 1113 11 , , PUNCT dad-11686 1113 12 . . PUNCT dad-11686 1113 13 . . PUNCT dad-11686 1113 14 . . PUNCT dad-11686 1114 1 , , PUNCT dad-11686 1114 2 mk⟩ mk⟩ NOUN dad-11686 1114 3 holding holding NOUN dad-11686 1114 4 ( ( PUNCT dad-11686 1114 5 mis)match mis)match PROPN dad-11686 1114 6 info info NOUN dad-11686 1114 7 mi mi PROPN dad-11686 1114 8 for for ADP dad-11686 1114 9 each each DET dad-11686 1114 10 ai ai VERB dad-11686 1114 11 1 1 NUM dad-11686 1114 12 p p PROPN dad-11686 1114 13 ← ← PROPN dad-11686 1114 14 an an DET dad-11686 1114 15 empty empty ADJ dad-11686 1114 16 sequence sequence NOUN dad-11686 1114 17 for for ADP dad-11686 1114 18 pending pende VERB dad-11686 1114 19 instructions instruction NOUN dad-11686 1114 20 to to PART dad-11686 1114 21 be be AUX dad-11686 1114 22 matched match VERB dad-11686 1114 23 2 2 NUM dad-11686 1114 24 m m NOUN dad-11686 1114 25 ← ← NOUN dad-11686 1114 26 an an DET dad-11686 1114 27 empty empty ADJ dad-11686 1114 28 sequence sequence NOUN dad-11686 1114 29 for for ADP dad-11686 1114 30 match match NOUN dad-11686 1114 31 / / SYM dad-11686 1114 32 mismatch mismatch NOUN dad-11686 1114 33 for for ADP dad-11686 1114 34 each each DET dad-11686 1114 35 action action NOUN dad-11686 1114 36 in in ADP dad-11686 1114 37 a a DET dad-11686 1114 38 3 3 NUM dad-11686 1114 39 attempt← attempt← PROPN dad-11686 1114 40 1 1 NUM dad-11686 1114 41 // // NOUN dad-11686 1114 42 submission submission NOUN dad-11686 1114 43 no no INTJ dad-11686 1114 44 for for ADP dad-11686 1114 45 clearing clear VERB dad-11686 1114 46 the the DET dad-11686 1114 47 pending pende VERB dad-11686 1114 48 instructions instruction NOUN dad-11686 1114 49 list list VERB dad-11686 1114 50 4 4 NUM dad-11686 1114 51 turn← turn← NOUN dad-11686 1114 52 1 1 NUM dad-11686 1114 53 // // NOUN dad-11686 1114 54 turn turn NOUN dad-11686 1114 55 no no INTJ dad-11686 1114 56 for for ADP dad-11686 1114 57 clearing clear VERB dad-11686 1114 58 the the DET dad-11686 1114 59 pending pende VERB dad-11686 1114 60 instructions instruction NOUN dad-11686 1114 61 list list VERB dad-11686 1114 62 5 5 NUM dad-11686 1114 63 foreach foreach NOUN dad-11686 1114 64 action action NOUN dad-11686 1114 65 a a DET dad-11686 1114 66 ∈ ∈ PROPN dad-11686 1114 67 a a DET dad-11686 1114 68 do do PROPN dad-11686 1114 69 // // NOUN dad-11686 1114 70 clear clear ADJ dad-11686 1114 71 pending pende VERB dad-11686 1114 72 instructions instruction NOUN dad-11686 1114 73 if if SCONJ dad-11686 1114 74 a a DET dad-11686 1114 75 new new ADJ dad-11686 1114 76 turn turn NOUN dad-11686 1114 77 ( ( PUNCT dad-11686 1114 78 or or CCONJ dad-11686 1114 79 attempt attempt VERB dad-11686 1114 80 i.e. i.e. X dad-11686 1114 81 submission submission NOUN dad-11686 1114 82 ) ) PUNCT dad-11686 1114 83 6 6 NUM dad-11686 1114 84 if if SCONJ dad-11686 1114 85 a.turn a.turn NOUN dad-11686 1114 86 = = PUNCT dad-11686 1114 87 turn+ turn+ ADP dad-11686 1114 88 1 1 NUM dad-11686 1114 89 then then ADV dad-11686 1114 90 7 7 NUM dad-11686 1114 91 clear clear ADJ dad-11686 1114 92 p p X dad-11686 1114 93 // // PUNCT dad-11686 1114 94 remove remove VERB dad-11686 1114 95 all all DET dad-11686 1114 96 items item NOUN dad-11686 1114 97 in in ADP dad-11686 1114 98 the the DET dad-11686 1114 99 sequence sequence NOUN dad-11686 1114 100 p p NOUN dad-11686 1114 101 8 8 NUM dad-11686 1114 102 turn← turn← PROPN dad-11686 1114 103 a.turn a.turn NOUN dad-11686 1114 104 // // NOUN dad-11686 1114 105 update update NOUN dad-11686 1114 106 the the DET dad-11686 1114 107 current current ADJ dad-11686 1114 108 episode episode NOUN dad-11686 1114 109 ( ( PUNCT dad-11686 1114 110 i.e. i.e. X dad-11686 1114 111 new new ADJ dad-11686 1114 112 turn turn NOUN dad-11686 1114 113 ) ) PUNCT dad-11686 1115 1 9 9 NUM dad-11686 1115 2 else else ADV dad-11686 1115 3 if if SCONJ dad-11686 1115 4 a.attempt a.attempt ADJ dad-11686 1115 5 = = PUNCT dad-11686 1115 6 attempt+ attempt+ ADP dad-11686 1115 7 1 1 NUM dad-11686 1115 8 then then ADV dad-11686 1115 9 10 10 NUM dad-11686 1115 10 clear clear ADJ dad-11686 1115 11 p p X dad-11686 1115 12 // // PUNCT dad-11686 1115 13 remove remove VERB dad-11686 1115 14 all all DET dad-11686 1115 15 items item NOUN dad-11686 1115 16 in in ADP dad-11686 1115 17 the the DET dad-11686 1115 18 sequence sequence NOUN dad-11686 1115 19 p p NOUN dad-11686 1115 20 11 11 NUM dad-11686 1115 21 attempt← attempt← PROPN dad-11686 1115 22 a.attempt a.attempt ADJ dad-11686 1115 23 // // PUNCT dad-11686 1115 24 update update NOUN dad-11686 1115 25 the the DET dad-11686 1115 26 current current ADJ dad-11686 1115 27 episode episode NOUN dad-11686 1115 28 ( ( PUNCT dad-11686 1115 29 i.e. i.e. X dad-11686 1115 30 new new ADJ dad-11686 1115 31 attempt attempt NOUN dad-11686 1115 32 ) ) PUNCT dad-11686 1115 33 // // X dad-11686 1115 34 for for ADP dad-11686 1115 35 say say VERB dad-11686 1115 36 action action NOUN dad-11686 1115 37 , , PUNCT dad-11686 1115 38 recognise recognise VERB dad-11686 1115 39 instructions instruction NOUN dad-11686 1115 40 and and CCONJ dad-11686 1115 41 update update VERB dad-11686 1115 42 the the DET dad-11686 1115 43 pending pende VERB dad-11686 1115 44 instructions instruction NOUN dad-11686 1115 45 list list NOUN dad-11686 1115 46 12 12 NUM dad-11686 1115 47 if if SCONJ dad-11686 1115 48 a.verb a.verb VERB dad-11686 1115 49 = = SYM dad-11686 1115 50 ‘ ' PUNCT dad-11686 1115 51 says′ says′ NOUN dad-11686 1115 52 then then ADV dad-11686 1115 53 13 13 NUM dad-11686 1116 1 i i PRON dad-11686 1116 2 ← ← VERB dad-11686 1116 3 recognise recognise PROPN dad-11686 1116 4 - - PUNCT dad-11686 1116 5 instructions(a.object instructions(a.object NOUN dad-11686 1116 6 ) ) PUNCT dad-11686 1116 7 // // X dad-11686 1116 8 a.object a.object NOUN dad-11686 1116 9 is be AUX dad-11686 1116 10 the the DET dad-11686 1116 11 utterance utterance ADJ dad-11686 1116 12 14 14 NUM dad-11686 1116 13 foreach foreach NOUN dad-11686 1116 14 instruction instruction NOUN dad-11686 1116 15 i i PRON dad-11686 1116 16 ∈ ∈ PROPN dad-11686 1117 1 i i PRON dad-11686 1117 2 do do VERB dad-11686 1117 3 15 15 NUM dad-11686 1117 4 i.agent← i.agent← X dad-11686 1117 5 a.subject a.subject NOUN dad-11686 1117 6 // // X dad-11686 1117 7 set set VERB dad-11686 1117 8 the the DET dad-11686 1117 9 instructing instruct VERB dad-11686 1117 10 agent agent NOUN dad-11686 1117 11 16 16 NUM dad-11686 1117 12 insert insert NOUN dad-11686 1117 13 i i PRON dad-11686 1117 14 into into ADP dad-11686 1117 15 p p NOUN dad-11686 1117 16 // // NUM dad-11686 1117 17 update update NOUN dad-11686 1117 18 the the DET dad-11686 1117 19 pending pende VERB dad-11686 1117 20 instructions instruction NOUN dad-11686 1117 21 // // PUNCT dad-11686 1117 22 for for ADP dad-11686 1117 23 do do AUX dad-11686 1117 24 action action NOUN dad-11686 1117 25 , , PUNCT dad-11686 1117 26 try try VERB dad-11686 1117 27 to to PART dad-11686 1117 28 match match VERB dad-11686 1117 29 with with ADP dad-11686 1117 30 a a DET dad-11686 1117 31 pending pende VERB dad-11686 1117 32 instruction instruction NOUN dad-11686 1117 33 17 17 NUM dad-11686 1117 34 else else ADV dad-11686 1117 35 if if SCONJ dad-11686 1117 36 a.verb a.verb VERB dad-11686 1117 37 = = PRON dad-11686 1117 38 ‘ ' PUNCT dad-11686 1117 39 does′ does′ NUM dad-11686 1117 40 then then ADV dad-11686 1118 1 18 18 NUM dad-11686 1118 2 i i NOUN dad-11686 1118 3 ′ ′ NUM dad-11686 1118 4 ← ← PROPN dad-11686 1118 5 { { PUNCT dad-11686 1118 6 i i NOUN dad-11686 1118 7 : : PUNCT dad-11686 1118 8 i i PRON dad-11686 1118 9 ∈ ∈ VERB dad-11686 1119 1 i i PRON dad-11686 1119 2 and and CCONJ dad-11686 1119 3 i.agent i.agent ADJ dad-11686 1119 4 ̸= ̸= PROPN dad-11686 1119 5 a.subject a.subject NOUN dad-11686 1119 6 } } PUNCT dad-11686 1119 7 // // NUM dad-11686 1119 8 filter filter NOUN dad-11686 1119 9 for for ADP dad-11686 1119 10 the the DET dad-11686 1119 11 other other ADJ dad-11686 1119 12 interlocutor interlocutor NOUN dad-11686 1119 13 ’s ’s PART dad-11686 1119 14 instructions instruction NOUN dad-11686 1119 15 19 19 NUM dad-11686 1119 16 m← m← NOUN dad-11686 1119 17 a a DET dad-11686 1119 18 new new ADJ dad-11686 1119 19 matching matching NOUN dad-11686 1119 20 object object NOUN dad-11686 1119 21 ; ; PUNCT dad-11686 1119 22 m.match← m.match← X dad-11686 1119 23 null null NOUN dad-11686 1119 24 20 20 NUM dad-11686 1119 25 if if SCONJ dad-11686 1119 26 i i PRON dad-11686 1119 27 ′.length ′.length VERB dad-11686 1119 28 > > X dad-11686 1119 29 0 0 PUNCT dad-11686 1120 1 then then ADV dad-11686 1120 2 // // X dad-11686 1120 3 there there PRON dad-11686 1120 4 is be VERB dad-11686 1120 5 an an DET dad-11686 1120 6 instruction instruction NOUN dad-11686 1120 7 that that PRON dad-11686 1120 8 may may AUX dad-11686 1120 9 ( ( PUNCT dad-11686 1120 10 mis)match mis)match PROPN dad-11686 1120 11 // // SYM dad-11686 1120 12 try try VERB dad-11686 1120 13 to to PART dad-11686 1120 14 match match VERB dad-11686 1120 15 a a DET dad-11686 1120 16 pending pende VERB dad-11686 1120 17 instruction instruction NOUN dad-11686 1120 18 with with ADP dad-11686 1120 19 the the DET dad-11686 1120 20 current current ADJ dad-11686 1120 21 action action NOUN dad-11686 1120 22 21 21 NUM dad-11686 1120 23 foreach foreach NOUN dad-11686 1120 24 instruction instruction NOUN dad-11686 1120 25 i i PRON dad-11686 1120 26 ∈ ∈ PROPN dad-11686 1121 1 i i PRON dad-11686 1121 2 ′ ′ VERB dad-11686 1121 3 do do VERB dad-11686 1121 4 22 22 NUM dad-11686 1121 5 if if SCONJ dad-11686 1121 6 check check NOUN dad-11686 1121 7 - - PUNCT dad-11686 1121 8 match(i match(i ADJ dad-11686 1121 9 , , PUNCT dad-11686 1121 10 a a PRON dad-11686 1121 11 ) ) PUNCT dad-11686 1121 12 then then ADV dad-11686 1121 13 23 23 NUM dad-11686 1121 14 m.match← m.match← ADV dad-11686 1121 15 true true ADJ dad-11686 1121 16 ; ; PUNCT dad-11686 1121 17 m.instruction← m.instruction← PROPN dad-11686 1121 18 i i PRON dad-11686 1121 19 ; ; PUNCT dad-11686 1121 20 m.action← m.action← PROPN dad-11686 1121 21 a a DET dad-11686 1121 22 24 24 NUM dad-11686 1121 23 if if SCONJ dad-11686 1121 24 m m NOUN dad-11686 1121 25 .. .. PUNCT dad-11686 1121 26 match match NOUN dad-11686 1121 27 = = SYM dad-11686 1121 28 null null NOUN dad-11686 1121 29 then then ADV dad-11686 1121 30 // // PUNCT dad-11686 1121 31 no no DET dad-11686 1121 32 matches match NOUN dad-11686 1121 33 , , PUNCT dad-11686 1121 34 hence hence ADV dad-11686 1121 35 a a DET dad-11686 1121 36 mismatch mismatch NOUN dad-11686 1121 37 25 25 NUM dad-11686 1121 38 i← i← ADV dad-11686 1121 39 i i PRON dad-11686 1121 40 ′[i ′[i VERB dad-11686 1121 41 ′.length− ′.length− PROPN dad-11686 1121 42 1 1 NUM dad-11686 1121 43 ] ] PUNCT dad-11686 1121 44 // // X dad-11686 1121 45 get get VERB dad-11686 1121 46 the the DET dad-11686 1121 47 last last ADJ dad-11686 1121 48 instruction instruction NOUN dad-11686 1121 49 by by ADP dad-11686 1121 50 the the DET dad-11686 1121 51 other other ADJ dad-11686 1121 52 26 26 NUM dad-11686 1121 53 m.match← m.match← ADV dad-11686 1121 54 false false ADJ dad-11686 1121 55 ; ; PUNCT dad-11686 1121 56 m.instruction← m.instruction← PROPN dad-11686 1121 57 i i PRON dad-11686 1121 58 ; ; PUNCT dad-11686 1121 59 m.action← m.action← PROPN dad-11686 1121 60 a a DET dad-11686 1121 61 // // NUM dad-11686 1121 62 process process NOUN dad-11686 1121 63 the the DET dad-11686 1121 64 match match NOUN dad-11686 1121 65 ( ( PUNCT dad-11686 1121 66 if if SCONJ dad-11686 1121 67 matched match VERB dad-11686 1121 68 or or CCONJ dad-11686 1121 69 mismatched mismatched ADJ dad-11686 1121 70 ) ) PUNCT dad-11686 1121 71 27 27 NUM dad-11686 1121 72 if if SCONJ dad-11686 1121 73 m m PROPN dad-11686 1121 74 .. .. PUNCT dad-11686 1121 75 match match VERB dad-11686 1121 76 ̸= ̸= PROPN dad-11686 1121 77 null null NOUN dad-11686 1121 78 then then ADV dad-11686 1121 79 // // NUM dad-11686 1121 80 match match NOUN dad-11686 1121 81 : : PUNCT dad-11686 1121 82 true true ADJ dad-11686 1121 83 or or CCONJ dad-11686 1121 84 mismatch mismatch ADJ dad-11686 1121 85 : : PUNCT dad-11686 1121 86 false false ADJ dad-11686 1121 87 28 28 NUM dad-11686 1121 88 m m NOUN dad-11686 1121 89 [ [ X dad-11686 1121 90 i]← i]← NUM dad-11686 1121 91 m m NOUN dad-11686 1121 92 // // NUM dad-11686 1121 93 add add VERB dad-11686 1121 94 match match NOUN dad-11686 1121 95 object object NOUN dad-11686 1121 96 to to ADP dad-11686 1121 97 list list NOUN dad-11686 1121 98 of of ADP dad-11686 1121 99 matches match NOUN dad-11686 1121 100 // // NUM dad-11686 1121 101 remove remove VERB dad-11686 1121 102 matching matching NOUN dad-11686 1121 103 instructions instruction NOUN dad-11686 1121 104 from from ADP dad-11686 1121 105 pending pende VERB dad-11686 1121 106 instructions instruction NOUN dad-11686 1121 107 sequence sequence NOUN dad-11686 1121 108 29 29 NUM dad-11686 1121 109 foreach foreach NOUN dad-11686 1121 110 instruction instruction NOUN dad-11686 1121 111 i i PRON dad-11686 1121 112 ∈ ∈ PROPN dad-11686 1122 1 p p X dad-11686 1122 2 do do VERB dad-11686 1122 3 30 30 NUM dad-11686 1122 4 if if SCONJ dad-11686 1122 5 check check NOUN dad-11686 1122 6 - - PUNCT dad-11686 1122 7 match(i match(i ADJ dad-11686 1122 8 , , PUNCT dad-11686 1122 9 a a PRON dad-11686 1122 10 ) ) PUNCT dad-11686 1122 11 then then ADV dad-11686 1122 12 remove remove VERB dad-11686 1122 13 i i PRON dad-11686 1122 14 from from ADP dad-11686 1122 15 p p DET dad-11686 1122 16 31 31 NUM dad-11686 1122 17 return return NOUN dad-11686 1122 18 m m VERB dad-11686 1122 19 47 47 NUM dad-11686 1122 20 utku utku ADJ dad-11686 1122 21 norman∗ norman∗ NOUN dad-11686 1122 22 , , PUNCT dad-11686 1122 23 tanvi tanvi NOUN dad-11686 1122 24 dinkar∗ dinkar∗ NOUN dad-11686 1122 25 , , PUNCT dad-11686 1122 26 barbara barbara PROPN dad-11686 1122 27 bruno bruno PROPN dad-11686 1122 28 , , PUNCT dad-11686 1122 29 and and CCONJ dad-11686 1122 30 chloé chloé VERB dad-11686 1122 31 clavel clavel ADJ dad-11686 1122 32 algorithm algorithm NOUN dad-11686 1122 33 4 4 NUM dad-11686 1122 34 : : PUNCT dad-11686 1122 35 check check NOUN dad-11686 1122 36 - - PUNCT dad-11686 1122 37 match match NOUN dad-11686 1122 38 checks check NOUN dad-11686 1122 39 if if SCONJ dad-11686 1122 40 an an DET dad-11686 1122 41 instruction instruction NOUN dad-11686 1122 42 matches match NOUN dad-11686 1122 43 with with ADP dad-11686 1122 44 the the DET dad-11686 1122 45 action action NOUN dad-11686 1122 46 . . PUNCT dad-11686 1123 1 it it PRON dad-11686 1123 2 allows allow VERB dad-11686 1123 3 partial partial ADJ dad-11686 1123 4 matching matching NOUN dad-11686 1123 5 for for ADP dad-11686 1123 6 partially partially ADV dad-11686 1123 7 inferred infer VERB dad-11686 1123 8 instructions instruction NOUN dad-11686 1123 9 ( ( PUNCT dad-11686 1123 10 i.e. i.e. X dad-11686 1123 11 only only ADV dad-11686 1123 12 one one NUM dad-11686 1123 13 of of ADP dad-11686 1123 14 the the DET dad-11686 1123 15 node node ADJ dad-11686 1123 16 names name NOUN dad-11686 1123 17 is be AUX dad-11686 1123 18 mentioned mention VERB dad-11686 1123 19 ) ) PUNCT dad-11686 1123 20 . . PUNCT dad-11686 1124 1 input input NOUN dad-11686 1124 2 : : PUNCT dad-11686 1124 3 an an DET dad-11686 1124 4 instruction instruction NOUN dad-11686 1124 5 i i PRON dad-11686 1124 6 and and CCONJ dad-11686 1124 7 an an DET dad-11686 1124 8 action action NOUN dad-11686 1124 9 a a DET dad-11686 1124 10 output output NOUN dad-11686 1124 11 : : PUNCT dad-11686 1124 12 true true ADJ dad-11686 1124 13 if if SCONJ dad-11686 1124 14 the the DET dad-11686 1124 15 intended intend VERB dad-11686 1124 16 action action NOUN dad-11686 1124 17 in in ADP dad-11686 1124 18 i i PRON dad-11686 1124 19 and and CCONJ dad-11686 1124 20 action action NOUN dad-11686 1124 21 a a DET dad-11686 1124 22 match match NOUN dad-11686 1124 23 , , PUNCT dad-11686 1124 24 false false ADJ dad-11686 1124 25 otherwise otherwise ADV dad-11686 1124 26 1 1 NUM dad-11686 1124 27 if if SCONJ dad-11686 1124 28 i.action i.action ADJ dad-11686 1124 29 ̸= ̸= PROPN dad-11686 1124 30 a.verb a.verb NOUN dad-11686 1124 31 then then ADV dad-11686 1124 32 2 2 NUM dad-11686 1124 33 return return VERB dad-11686 1124 34 false false ADJ dad-11686 1124 35 3 3 NUM dad-11686 1124 36 u← u← NOUN dad-11686 1124 37 a.object.u a.object.u NOUN dad-11686 1124 38 // // SYM dad-11686 1124 39 first first ADJ dad-11686 1124 40 node node NOUN dad-11686 1124 41 in in ADP dad-11686 1124 42 the the DET dad-11686 1124 43 edited edited ADJ dad-11686 1124 44 edge edge NOUN dad-11686 1124 45 4 4 NUM dad-11686 1124 46 v v NOUN dad-11686 1124 47 ← ← PROPN dad-11686 1124 48 a.object.v a.object.v PROPN dad-11686 1124 49 // // SYM dad-11686 1124 50 second second PROPN dad-11686 1124 51 node node NOUN dad-11686 1124 52 in in ADP dad-11686 1124 53 the the DET dad-11686 1124 54 edited edited ADJ dad-11686 1124 55 edge edge NOUN dad-11686 1124 56 , , PUNCT dad-11686 1124 57 sorted sort VERB dad-11686 1124 58 5 5 NUM dad-11686 1124 59 if if SCONJ dad-11686 1124 60 i.v i.v PROPN dad-11686 1124 61 ̸= ̸= PROPN dad-11686 1124 62 null null NOUN dad-11686 1124 63 then then ADV dad-11686 1124 64 // // NUM dad-11686 1124 65 instruction instruction NOUN dad-11686 1124 66 is be AUX dad-11686 1124 67 partially partially ADV dad-11686 1124 68 inferred infer VERB dad-11686 1124 69 i.e. i.e. X dad-11686 1124 70 contains contain VERB dad-11686 1124 71 i.u i.u NOUN dad-11686 1124 72 only only ADV dad-11686 1124 73 6 6 NUM dad-11686 1124 74 if if SCONJ dad-11686 1124 75 i.u i.u NOUN dad-11686 1124 76 = = SYM dad-11686 1124 77 u u NOUN dad-11686 1124 78 or or CCONJ dad-11686 1124 79 i.u i.u NOUN dad-11686 1124 80 = = NOUN dad-11686 1124 81 v v NOUN dad-11686 1124 82 then then ADV dad-11686 1124 83 // // X dad-11686 1124 84 if if SCONJ dad-11686 1124 85 one one NUM dad-11686 1124 86 node node NOUN dad-11686 1124 87 matches match VERB dad-11686 1124 88 7 7 NUM dad-11686 1124 89 return return NOUN dad-11686 1124 90 true true ADJ dad-11686 1124 91 8 8 NUM dad-11686 1124 92 else else ADV dad-11686 1124 93 9 9 NUM dad-11686 1124 94 return return NOUN dad-11686 1124 95 false false ADJ dad-11686 1124 96 10 10 NUM dad-11686 1124 97 else else ADV dad-11686 1124 98 if if SCONJ dad-11686 1124 99 ( ( PUNCT dad-11686 1124 100 i.u i.u NOUN dad-11686 1124 101 = = PUNCT dad-11686 1124 102 u u NOUN dad-11686 1124 103 or or CCONJ dad-11686 1124 104 i.u i.u PROPN dad-11686 1124 105 = = PUNCT dad-11686 1124 106 v v NOUN dad-11686 1124 107 ) ) PUNCT dad-11686 1124 108 and and CCONJ dad-11686 1124 109 ( ( PUNCT dad-11686 1124 110 i.v i.v X dad-11686 1124 111 = = SYM dad-11686 1124 112 u u PROPN dad-11686 1124 113 or or CCONJ dad-11686 1124 114 i.v i.v X dad-11686 1124 115 = = SYM dad-11686 1124 116 v v NOUN dad-11686 1124 117 ) ) PUNCT dad-11686 1124 118 then then ADV dad-11686 1124 119 // // PUNCT dad-11686 1124 120 both both PRON dad-11686 1124 121 match match VERB dad-11686 1124 122 11 11 NUM dad-11686 1124 123 return return NOUN dad-11686 1124 124 true true ADJ dad-11686 1124 125 // // NOUN dad-11686 1124 126 note note NOUN dad-11686 1124 127 that that SCONJ dad-11686 1124 128 i.v i.v PRON dad-11686 1124 129 ̸= ̸= PROPN dad-11686 1124 130 i.u i.u VERB dad-11686 1124 131 by by ADP dad-11686 1124 132 its its PRON dad-11686 1124 133 way way NOUN dad-11686 1124 134 of of ADP dad-11686 1124 135 inference inference NOUN dad-11686 1124 136 12 12 NUM dad-11686 1124 137 else else ADV dad-11686 1124 138 13 13 NUM dad-11686 1124 139 return return NOUN dad-11686 1124 140 false false ADJ dad-11686 1124 141 48 48 NUM dad-11686 1124 142 introduction introduction NOUN dad-11686 1124 143 related relate VERB dad-11686 1124 144 work work NOUN dad-11686 1124 145 analysis analysis NOUN dad-11686 1124 146 of of ADP dad-11686 1124 147 verbal verbal ADJ dad-11686 1124 148 behaviour behaviour NOUN dad-11686 1124 149 in in ADP dad-11686 1124 150 educational educational ADJ dad-11686 1124 151 dialogues dialogue NOUN dad-11686 1124 152 analysing analyse VERB dad-11686 1124 153 textual textual ADJ dad-11686 1124 154 input input NOUN dad-11686 1124 155 complications complication NOUN dad-11686 1124 156 of of ADP dad-11686 1124 157 working work VERB dad-11686 1124 158 with with ADP dad-11686 1124 159 speech speech NOUN dad-11686 1124 160 data datum NOUN dad-11686 1124 161 alignment alignment NOUN dad-11686 1124 162 in in ADP dad-11686 1124 163 educational educational ADJ dad-11686 1124 164 dialogue dialogue NOUN dad-11686 1124 165 analysis analysis NOUN dad-11686 1124 166 of of ADP dad-11686 1124 167 alignment alignment NOUN dad-11686 1124 168 in in ADP dad-11686 1124 169 other other ADJ dad-11686 1124 170 scenarios scenario NOUN dad-11686 1124 171 materials material NOUN dad-11686 1124 172 the the DET dad-11686 1124 173 justhink justhink NOUN dad-11686 1124 174 dataset dataset VERB dad-11686 1124 175 alignment alignment NOUN dad-11686 1124 176 in in ADP dad-11686 1124 177 the the DET dad-11686 1124 178 justhink justhink NOUN dad-11686 1124 179 dataset dataset NOUN dad-11686 1124 180 creating create VERB dad-11686 1124 181 the the DET dad-11686 1124 182 justhink justhink ADJ dad-11686 1124 183 alignment alignment NOUN dad-11686 1124 184 dataset dataset NOUN dad-11686 1124 185 research research NOUN dad-11686 1124 186 questions question NOUN dad-11686 1124 187 studying study VERB dad-11686 1124 188 lexical lexical ADJ dad-11686 1124 189 alignment alignment NOUN dad-11686 1124 190 ( ( PUNCT dad-11686 1124 191 rq1 rq1 NOUN dad-11686 1124 192 ) ) PUNCT dad-11686 1124 193 – – PUNCT dad-11686 1124 194 how how SCONJ dad-11686 1124 195 expressions expression NOUN dad-11686 1124 196 related relate VERB dad-11686 1124 197 to to ADP dad-11686 1124 198 the the DET dad-11686 1124 199 task task NOUN dad-11686 1124 200 contribute contribute VERB dad-11686 1124 201 to to ADP dad-11686 1124 202 lexical lexical ADJ dad-11686 1124 203 alignment alignment NOUN dad-11686 1124 204 experiment experiment NOUN dad-11686 1124 205 1 1 NUM dad-11686 1124 206 : : PUNCT dad-11686 1124 207 studying study VERB dad-11686 1124 208 when when SCONJ dad-11686 1124 209 interlocutors interlocutor NOUN dad-11686 1124 210 are be AUX dad-11686 1124 211 lexically lexically ADV dad-11686 1124 212 aligned align VERB dad-11686 1124 213 and and CCONJ dad-11686 1124 214 its its PRON dad-11686 1124 215 association association NOUN dad-11686 1124 216 with with ADP dad-11686 1124 217 task task NOUN dad-11686 1124 218 success success NOUN dad-11686 1124 219 ( ( PUNCT dad-11686 1124 220 h1.1 h1.1 NOUN dad-11686 1124 221 ) ) PUNCT dad-11686 1124 222 methodology methodology NOUN dad-11686 1124 223 results result NOUN dad-11686 1124 224 and and CCONJ dad-11686 1124 225 discussion discussion NOUN dad-11686 1124 226 experiment experiment NOUN dad-11686 1124 227 2 2 NUM dad-11686 1124 228 : : PUNCT dad-11686 1124 229 studying study VERB dad-11686 1124 230 hesitation hesitation NOUN dad-11686 1124 231 phenomena phenomenon NOUN dad-11686 1124 232 surrounding surround VERB dad-11686 1124 233 lexical lexical ADJ dad-11686 1124 234 alignment alignment NOUN dad-11686 1124 235 and and CCONJ dad-11686 1124 236 its its PRON dad-11686 1124 237 association association NOUN dad-11686 1124 238 with with ADP dad-11686 1124 239 task task NOUN dad-11686 1124 240 success success NOUN dad-11686 1124 241 ( ( PUNCT dad-11686 1124 242 h1.2 h1.2 NOUN dad-11686 1124 243 ) ) PUNCT dad-11686 1124 244 methodology methodology NOUN dad-11686 1124 245 results result NOUN dad-11686 1124 246 and and CCONJ dad-11686 1124 247 discussion discussion NOUN dad-11686 1124 248 studying study VERB dad-11686 1124 249 behavioural behavioural ADJ dad-11686 1124 250 alignment alignment NOUN dad-11686 1124 251 ( ( PUNCT dad-11686 1124 252 rq2 rq2 NOUN dad-11686 1124 253 ) ) PUNCT dad-11686 1124 254 experiment experiment NOUN dad-11686 1124 255 3 3 NUM dad-11686 1124 256 : : PUNCT dad-11686 1124 257 studying study VERB dad-11686 1124 258 when when SCONJ dad-11686 1124 259 interlocutors interlocutor NOUN dad-11686 1124 260 are be AUX dad-11686 1124 261 behaviourally behaviourally ADV dad-11686 1124 262 aligned align VERB dad-11686 1124 263 and and CCONJ dad-11686 1124 264 its its PRON dad-11686 1124 265 association association NOUN dad-11686 1124 266 with with ADP dad-11686 1124 267 task task NOUN dad-11686 1124 268 success success NOUN dad-11686 1124 269 ( ( PUNCT dad-11686 1124 270 h2.1 h2.1 NUM dad-11686 1124 271 ) ) PUNCT dad-11686 1124 272 methodology methodology NOUN dad-11686 1124 273 results result NOUN dad-11686 1124 274 and and CCONJ dad-11686 1124 275 discussion discussion NOUN dad-11686 1124 276 experiment experiment NOUN dad-11686 1124 277 4 4 NUM dad-11686 1124 278 : : PUNCT dad-11686 1124 279 studying study VERB dad-11686 1124 280 information information NOUN dad-11686 1124 281 management management NOUN dad-11686 1124 282 phenomena phenomenon NOUN dad-11686 1124 283 surrounding surround VERB dad-11686 1124 284 behavioural behavioural ADJ dad-11686 1124 285 alignment alignment NOUN dad-11686 1124 286 and and CCONJ dad-11686 1124 287 its its PRON dad-11686 1124 288 association association NOUN dad-11686 1124 289 with with ADP dad-11686 1124 290 task task NOUN dad-11686 1124 291 success success NOUN dad-11686 1124 292 ( ( PUNCT dad-11686 1124 293 h2.2 h2.2 ADJ dad-11686 1124 294 ) ) PUNCT dad-11686 1124 295 methodology methodology NOUN dad-11686 1124 296 results result NOUN dad-11686 1124 297 and and CCONJ dad-11686 1124 298 discussion discussion NOUN dad-11686 1124 299 conclusion conclusion NOUN dad-11686 1124 300 acknowledgments acknowledgment NOUN dad-11686 1124 301 data datum NOUN dad-11686 1124 302 availability availability NOUN dad-11686 1124 303 declaration declaration NOUN dad-11686 1124 304 of of ADP dad-11686 1124 305 interest interest NOUN dad-11686 1124 306 references reference NOUN dad-11686 1124 307 automatic automatic ADJ dad-11686 1124 308 speech speech NOUN dad-11686 1124 309 recognition recognition NOUN dad-11686 1124 310 ( ( PUNCT dad-11686 1124 311 asr asr PROPN dad-11686 1124 312 ) ) PUNCT dad-11686 1124 313 comparison comparison NOUN dad-11686 1124 314 accuracy accuracy NOUN dad-11686 1124 315 of of ADP dad-11686 1124 316 algorithms algorithm NOUN dad-11686 1124 317 the the DET dad-11686 1124 318 activity activity NOUN dad-11686 1124 319 details detail NOUN dad-11686 1124 320 pre pre ADJ dad-11686 1124 321 - - ADJ dad-11686 1124 322 test test NOUN dad-11686 1124 323 and and CCONJ dad-11686 1124 324 post post ADJ dad-11686 1124 325 - - ADJ dad-11686 1124 326 test test ADJ dad-11686 1124 327 details detail NOUN dad-11686 1124 328 algorithms algorithms NOUN dad-11686 1124 329 instruction instruction NOUN dad-11686 1124 330 recognition recognition NOUN dad-11686 1124 331 in in ADP dad-11686 1124 332 rq2 rq2 NOUN dad-11686 1124 333 detecting detect VERB dad-11686 1124 334 follow follow NOUN dad-11686 1124 335 - - PUNCT dad-11686 1124 336 up up ADP dad-11686 1124 337 actions action NOUN dad-11686 1124 338 of of ADP dad-11686 1124 339 the the DET dad-11686 1124 340 instructions instruction NOUN dad-11686 1124 341 in in ADP dad-11686 1124 342 rq2 rq2 NOUN