id sid tid token lemma pos dad-10726 1 1 dialogue dialogue NOUN dad-10726 1 2 and and CCONJ dad-10726 1 3 discourse discourse NOUN dad-10726 1 4 3(2 3(2 NUM dad-10726 1 5 ) ) PUNCT dad-10726 1 6 ( ( PUNCT dad-10726 1 7 2012 2012 NUM dad-10726 1 8 ) ) PUNCT dad-10726 1 9 147 147 NUM dad-10726 1 10 - - SYM dad-10726 1 11 175 175 NUM dad-10726 1 12 doi doi NOUN dad-10726 1 13 : : PUNCT dad-10726 1 14 0.5087 0.5087 NUM dad-10726 1 15 / / SYM dad-10726 1 16 dad.2012.207 dad.2012.207 NOUN dad-10726 1 17 question question NOUN dad-10726 1 18 generation generation NOUN dad-10726 1 19 based base VERB dad-10726 1 20 on on ADP dad-10726 1 21 lexico lexico NOUN dad-10726 1 22 - - PUNCT dad-10726 1 23 syntactic syntactic ADJ dad-10726 1 24 patterns pattern NOUN dad-10726 1 25 learned learn VERB dad-10726 1 26 from from ADP dad-10726 1 27 the the DET dad-10726 1 28 web web NOUN dad-10726 1 29 sérgio sérgio ADP dad-10726 1 30 curto curto NOUN dad-10726 1 31 sergio.curto@l2f.inesc-id.pt sergio.curto@l2f.inesc-id.pt PROPN dad-10726 1 32 spoken speak VERB dad-10726 1 33 language language NOUN dad-10726 1 34 systems system NOUN dad-10726 1 35 laboratory laboratory NOUN dad-10726 1 36 l2f l2f PROPN dad-10726 1 37 / / SYM dad-10726 1 38 inesc inesc NOUN dad-10726 1 39 - - PUNCT dad-10726 1 40 id id VERB dad-10726 1 41 r. r. PROPN dad-10726 1 42 alves alves PROPN dad-10726 1 43 redol redol VERB dad-10726 1 44 , , PUNCT dad-10726 1 45 9 9 NUM dad-10726 1 46 2o 2o NOUN dad-10726 1 47 – – PUNCT dad-10726 1 48 1000 1000 NUM dad-10726 1 49 - - PUNCT dad-10726 1 50 029 029 NUM dad-10726 1 51 lisboa lisboa PROPN dad-10726 1 52 , , PUNCT dad-10726 1 53 portugal portugal PROPN dad-10726 1 54 ana ana PROPN dad-10726 1 55 cristina cristina PROPN dad-10726 1 56 mendes mendes PROPN dad-10726 1 57 ana.mendes@l2f.inesc-id.pt ana.mendes@l2f.inesc-id.pt PROPN dad-10726 1 58 spoken speak VERB dad-10726 1 59 language language NOUN dad-10726 1 60 systems system NOUN dad-10726 1 61 laboratory laboratory NOUN dad-10726 1 62 l2f l2f PROPN dad-10726 1 63 / / SYM dad-10726 1 64 inesc inesc NOUN dad-10726 1 65 - - PUNCT dad-10726 1 66 id id PRON dad-10726 1 67 instituto instituto PROPN dad-10726 1 68 superior superior PROPN dad-10726 1 69 técnico técnico PROPN dad-10726 1 70 , , PUNCT dad-10726 1 71 technical technical ADJ dad-10726 1 72 university university PROPN dad-10726 1 73 of of ADP dad-10726 1 74 lisbon lisbon PROPN dad-10726 1 75 r. r. PROPN dad-10726 1 76 alves alves PROPN dad-10726 1 77 redol redol VERB dad-10726 1 78 , , PUNCT dad-10726 1 79 9 9 NUM dad-10726 1 80 2o 2o NOUN dad-10726 1 81 – – PUNCT dad-10726 1 82 1000 1000 NUM dad-10726 1 83 - - PUNCT dad-10726 1 84 029 029 NUM dad-10726 1 85 lisboa lisboa PROPN dad-10726 1 86 , , PUNCT dad-10726 1 87 portugal portugal PROPN dad-10726 1 88 luı́sa luı́sa PROPN dad-10726 1 89 coheur coheur PROPN dad-10726 1 90 luisa.coheur@l2f.inesc-id.pt luisa.coheur@l2f.inesc-id.pt PROPN dad-10726 1 91 spoken speak VERB dad-10726 1 92 language language NOUN dad-10726 1 93 systems system NOUN dad-10726 1 94 laboratory laboratory NOUN dad-10726 1 95 l2f l2f PROPN dad-10726 1 96 / / SYM dad-10726 1 97 inesc inesc NOUN dad-10726 1 98 - - PUNCT dad-10726 1 99 id id PRON dad-10726 1 100 instituto instituto PROPN dad-10726 1 101 superior superior PROPN dad-10726 1 102 técnico técnico PROPN dad-10726 1 103 , , PUNCT dad-10726 1 104 technical technical ADJ dad-10726 1 105 university university PROPN dad-10726 1 106 of of ADP dad-10726 1 107 lisbon lisbon PROPN dad-10726 1 108 r. r. PROPN dad-10726 1 109 alves alves PROPN dad-10726 1 110 redol redol VERB dad-10726 1 111 , , PUNCT dad-10726 1 112 9 9 NUM dad-10726 1 113 2o 2o NOUN dad-10726 1 114 – – PUNCT dad-10726 1 115 1000 1000 NUM dad-10726 1 116 - - PUNCT dad-10726 1 117 029 029 NUM dad-10726 1 118 lisboa lisboa PROPN dad-10726 1 119 , , PUNCT dad-10726 1 120 portugal portugal PROPN dad-10726 1 121 editor editor NOUN dad-10726 1 122 : : PUNCT dad-10726 1 123 paul paul PROPN dad-10726 1 124 piwek piwek PROPN dad-10726 1 125 and and CCONJ dad-10726 1 126 kristy kristy PROPN dad-10726 1 127 elizabeth elizabeth PROPN dad-10726 1 128 boyer boyer PROPN dad-10726 1 129 abstract abstract PROPN dad-10726 1 130 the the DET dad-10726 1 131 - - PUNCT dad-10726 1 132 mentor mentor NOUN dad-10726 1 133 automatically automatically ADV dad-10726 1 134 generates generate VERB dad-10726 1 135 multiple multiple ADJ dad-10726 1 136 - - PUNCT dad-10726 1 137 choice choice NOUN dad-10726 1 138 tests test NOUN dad-10726 1 139 from from ADP dad-10726 1 140 a a DET dad-10726 1 141 given give VERB dad-10726 1 142 text text NOUN dad-10726 1 143 . . PUNCT dad-10726 2 1 this this DET dad-10726 2 2 tool tool NOUN dad-10726 2 3 aims aim VERB dad-10726 2 4 at at ADP dad-10726 2 5 supporting support VERB dad-10726 2 6 the the DET dad-10726 2 7 dialogue dialogue NOUN dad-10726 2 8 system system NOUN dad-10726 2 9 of of ADP dad-10726 2 10 the the DET dad-10726 2 11 falacomigo falacomigo NOUN dad-10726 2 12 project project NOUN dad-10726 2 13 , , PUNCT dad-10726 2 14 as as ADP dad-10726 2 15 one one NUM dad-10726 2 16 of of ADP dad-10726 2 17 falacomigo falacomigo NOUN dad-10726 2 18 ’s ’s PART dad-10726 2 19 goals goal NOUN dad-10726 2 20 is be AUX dad-10726 2 21 the the DET dad-10726 2 22 interaction interaction NOUN dad-10726 2 23 with with ADP dad-10726 2 24 tourists tourist NOUN dad-10726 2 25 through through ADP dad-10726 2 26 questions question NOUN dad-10726 2 27 / / SYM dad-10726 2 28 answers answer NOUN dad-10726 2 29 and and CCONJ dad-10726 2 30 quizzes quiz NOUN dad-10726 2 31 about about ADP dad-10726 2 32 their their PRON dad-10726 2 33 visit visit NOUN dad-10726 2 34 . . PUNCT dad-10726 3 1 in in ADP dad-10726 3 2 a a DET dad-10726 3 3 minimally minimally ADV dad-10726 3 4 supervised supervise VERB dad-10726 3 5 learning learning NOUN dad-10726 3 6 process process NOUN dad-10726 3 7 and and CCONJ dad-10726 3 8 by by ADP dad-10726 3 9 leveraging leverage VERB dad-10726 3 10 the the DET dad-10726 3 11 redundancy redundancy NOUN dad-10726 3 12 and and CCONJ dad-10726 3 13 linguistic linguistic ADJ dad-10726 3 14 variability variability NOUN dad-10726 3 15 of of ADP dad-10726 3 16 the the DET dad-10726 3 17 web web NOUN dad-10726 3 18 , , PUNCT dad-10726 3 19 the the DET dad-10726 3 20 - - PUNCT dad-10726 3 21 mentor mentor NOUN dad-10726 3 22 learns learn VERB dad-10726 3 23 lexico lexico NOUN dad-10726 3 24 - - PUNCT dad-10726 3 25 syntactic syntactic ADJ dad-10726 3 26 patterns pattern NOUN dad-10726 3 27 using use VERB dad-10726 3 28 a a DET dad-10726 3 29 set set NOUN dad-10726 3 30 of of ADP dad-10726 3 31 question question NOUN dad-10726 3 32 / / SYM dad-10726 3 33 answer answer NOUN dad-10726 3 34 seeds seed NOUN dad-10726 3 35 . . PUNCT dad-10726 4 1 afterwards afterwards ADV dad-10726 4 2 , , PUNCT dad-10726 4 3 these these DET dad-10726 4 4 patterns pattern NOUN dad-10726 4 5 are be AUX dad-10726 4 6 used use VERB dad-10726 4 7 to to PART dad-10726 4 8 match match VERB dad-10726 4 9 the the DET dad-10726 4 10 sentences sentence NOUN dad-10726 4 11 from from ADP dad-10726 4 12 which which PRON dad-10726 4 13 new new ADJ dad-10726 4 14 questions question NOUN dad-10726 4 15 ( ( PUNCT dad-10726 4 16 and and CCONJ dad-10726 4 17 answers answer NOUN dad-10726 4 18 ) ) PUNCT dad-10726 4 19 can can AUX dad-10726 4 20 be be AUX dad-10726 4 21 generated generate VERB dad-10726 4 22 . . PUNCT dad-10726 5 1 finally finally ADV dad-10726 5 2 , , PUNCT dad-10726 5 3 several several ADJ dad-10726 5 4 filters filter NOUN dad-10726 5 5 are be AUX dad-10726 5 6 applied apply VERB dad-10726 5 7 in in ADP dad-10726 5 8 order order NOUN dad-10726 5 9 to to PART dad-10726 5 10 discard discard VERB dad-10726 5 11 low low ADJ dad-10726 5 12 quality quality NOUN dad-10726 5 13 items item NOUN dad-10726 5 14 . . PUNCT dad-10726 6 1 in in ADP dad-10726 6 2 this this DET dad-10726 6 3 paper paper NOUN dad-10726 6 4 we we PRON dad-10726 6 5 detail detail VERB dad-10726 6 6 the the DET dad-10726 6 7 question question NOUN dad-10726 6 8 generation generation NOUN dad-10726 6 9 task task NOUN dad-10726 6 10 as as SCONJ dad-10726 6 11 performed perform VERB dad-10726 6 12 by by ADP dad-10726 6 13 the the DET dad-10726 6 14 - - PUNCT dad-10726 6 15 mentor mentor NOUN dad-10726 6 16 and and CCONJ dad-10726 6 17 evaluate evaluate VERB dad-10726 6 18 its its PRON dad-10726 6 19 performance performance NOUN dad-10726 6 20 . . PUNCT dad-10726 7 1 keywords keyword NOUN dad-10726 7 2 : : PUNCT dad-10726 7 3 question question NOUN dad-10726 7 4 generation generation NOUN dad-10726 7 5 , , PUNCT dad-10726 7 6 pattern pattern NOUN dad-10726 7 7 learning learning NOUN dad-10726 7 8 , , PUNCT dad-10726 7 9 pattern pattern NOUN dad-10726 7 10 matching match VERB dad-10726 7 11 1 1 NUM dad-10726 7 12 . . PUNCT dad-10726 7 13 introduction introduction NOUN dad-10726 7 14 nowadays nowadays ADV dad-10726 7 15 , , PUNCT dad-10726 7 16 interactive interactive ADJ dad-10726 7 17 virtual virtual ADJ dad-10726 7 18 agents agent NOUN dad-10726 7 19 are be AUX dad-10726 7 20 a a DET dad-10726 7 21 reality reality NOUN dad-10726 7 22 in in ADP dad-10726 7 23 several several ADJ dad-10726 7 24 museums museum NOUN dad-10726 7 25 worldwide worldwide ADV dad-10726 7 26 ( ( PUNCT dad-10726 7 27 leuski leuski VERB dad-10726 7 28 et et PROPN dad-10726 7 29 al al PROPN dad-10726 7 30 . . PROPN dad-10726 7 31 2006 2006 NUM dad-10726 7 32 , , PUNCT dad-10726 7 33 kopp kopp PROPN dad-10726 7 34 et et PROPN dad-10726 7 35 al al PROPN dad-10726 7 36 . . PROPN dad-10726 7 37 2005 2005 NUM dad-10726 7 38 , , PUNCT dad-10726 7 39 bernsen bernsen NUM dad-10726 7 40 and and CCONJ dad-10726 7 41 dybkjær dybkjær NOUN dad-10726 7 42 2004 2004 NUM dad-10726 7 43 ) ) PUNCT dad-10726 7 44 . . PUNCT dad-10726 8 1 these these DET dad-10726 8 2 agents agent NOUN dad-10726 8 3 have have VERB dad-10726 8 4 educational educational ADJ dad-10726 8 5 and and CCONJ dad-10726 8 6 entertainment entertainment NOUN dad-10726 8 7 goals goal NOUN dad-10726 8 8 – – PUNCT dad-10726 8 9 “ " PUNCT dad-10726 8 10 edutainment edutainment NOUN dad-10726 8 11 ” " PUNCT dad-10726 8 12 goals goal NOUN dad-10726 8 13 , , PUNCT dad-10726 8 14 as as SCONJ dad-10726 8 15 defined define VERB dad-10726 8 16 by by ADP dad-10726 8 17 adams adams PROPN dad-10726 8 18 et et PROPN dad-10726 8 19 al al PROPN dad-10726 8 20 . . PROPN dad-10726 9 1 ( ( PUNCT dad-10726 9 2 1996 1996 NUM dad-10726 9 3 ) ) PUNCT dad-10726 9 4 – – PUNCT dad-10726 9 5 and and CCONJ dad-10726 9 6 communicate communicate VERB dad-10726 9 7 through through ADP dad-10726 9 8 natural natural ADJ dad-10726 9 9 language language NOUN dad-10726 9 10 . . PUNCT dad-10726 10 1 they they PRON dad-10726 10 2 are be AUX dad-10726 10 3 capable capable ADJ dad-10726 10 4 of of ADP dad-10726 10 5 establishing establish VERB dad-10726 10 6 small small ADJ dad-10726 10 7 social social ADJ dad-10726 10 8 dialogues dialogue NOUN dad-10726 10 9 , , PUNCT dad-10726 10 10 teaching teach VERB dad-10726 10 11 some some DET dad-10726 10 12 topics topic NOUN dad-10726 10 13 for for ADP dad-10726 10 14 which which PRON dad-10726 10 15 they they PRON dad-10726 10 16 were be AUX dad-10726 10 17 trained train VERB dad-10726 10 18 , , PUNCT dad-10726 10 19 and and CCONJ dad-10726 10 20 asking ask VERB dad-10726 10 21 / / SYM dad-10726 10 22 answering answer VERB dad-10726 10 23 questions question NOUN dad-10726 10 24 about about ADP dad-10726 10 25 these these DET dad-10726 10 26 topics topic NOUN dad-10726 10 27 . . PUNCT dad-10726 11 1 following follow VERB dad-10726 11 2 this this DET dad-10726 11 3 idea idea NOUN dad-10726 11 4 , , PUNCT dad-10726 11 5 the the DET dad-10726 11 6 falacomigo falacomigo NOUN dad-10726 11 7 project project NOUN dad-10726 11 8 invites invite VERB dad-10726 11 9 tourists tourist NOUN dad-10726 11 10 to to PART dad-10726 11 11 interact interact VERB dad-10726 11 12 with with ADP dad-10726 11 13 virtual virtual ADJ dad-10726 11 14 agents agent NOUN dad-10726 11 15 through through ADP dad-10726 11 16 questions question NOUN dad-10726 11 17 / / SYM dad-10726 11 18 answers answer NOUN dad-10726 11 19 and and CCONJ dad-10726 11 20 multiple multiple ADJ dad-10726 11 21 - - PUNCT dad-10726 11 22 choice choice NOUN dad-10726 11 23 tests.1 tests.1 NOUN dad-10726 11 24 agent agent NOUN dad-10726 11 25 edgar edgar NOUN dad-10726 11 26 ( ( PUNCT dad-10726 11 27 figure figure NOUN dad-10726 11 28 1 1 NUM dad-10726 11 29 ) ) PUNCT dad-10726 11 30 is be AUX dad-10726 11 31 the the DET dad-10726 11 32 face face NOUN dad-10726 11 33 of of ADP dad-10726 11 34 the the DET dad-10726 11 35 project project NOUN dad-10726 11 36 , , PUNCT dad-10726 11 37 currently currently ADV dad-10726 11 38 operating operate VERB dad-10726 11 39 in in ADP dad-10726 11 40 the the DET dad-10726 11 41 palace palace NOUN dad-10726 11 42 of of ADP dad-10726 11 43 monserrate monserrate NOUN dad-10726 11 44 ( ( PUNCT dad-10726 11 45 moreira moreira PROPN dad-10726 11 46 et et PROPN dad-10726 11 47 al al PROPN dad-10726 11 48 . . PROPN dad-10726 11 49 2011 2011 NUM dad-10726 11 50 ) ) PUNCT dad-10726 11 51 . . PUNCT dad-10726 12 1 1 1 X dad-10726 12 2 . . X dad-10726 12 3 a a DET dad-10726 12 4 multiple multiple ADJ dad-10726 12 5 - - PUNCT dad-10726 12 6 choice choice NOUN dad-10726 12 7 test test NOUN dad-10726 12 8 is be AUX dad-10726 12 9 composed compose VERB dad-10726 12 10 of of ADP dad-10726 12 11 several several ADJ dad-10726 12 12 multiple multiple ADJ dad-10726 12 13 - - PUNCT dad-10726 12 14 choice choice NOUN dad-10726 12 15 test test NOUN dad-10726 12 16 items item NOUN dad-10726 12 17 , , PUNCT dad-10726 12 18 each each DET dad-10726 12 19 item item NOUN dad-10726 12 20 consisting consist VERB dad-10726 12 21 of of ADP dad-10726 12 22 a a DET dad-10726 12 23 question question NOUN dad-10726 12 24 , , PUNCT dad-10726 12 25 its its PRON dad-10726 12 26 correct correct ADJ dad-10726 12 27 answer answer NOUN dad-10726 12 28 and and CCONJ dad-10726 12 29 a a DET dad-10726 12 30 group group NOUN dad-10726 12 31 of of ADP dad-10726 12 32 incorrect incorrect ADJ dad-10726 12 33 answers answer NOUN dad-10726 12 34 ( ( PUNCT dad-10726 12 35 also also ADV dad-10726 12 36 called call VERB dad-10726 12 37 distractors distractor NOUN dad-10726 12 38 ) ) PUNCT dad-10726 12 39 . . PUNCT dad-10726 13 1 c c X dad-10726 13 2 © © PROPN dad-10726 13 3 2012 2012 NUM dad-10726 13 4 sérgio sérgio ADP dad-10726 13 5 curto curto NOUN dad-10726 13 6 , , PUNCT dad-10726 13 7 ana ana PROPN dad-10726 13 8 cristina cristina PROPN dad-10726 13 9 mendes mendes PROPN dad-10726 13 10 , , PUNCT dad-10726 13 11 luı́sa luı́sa AUX dad-10726 13 12 coheur coheur PROPN dad-10726 13 13 submitted submit VERB dad-10726 13 14 2/11 2/11 NUM dad-10726 13 15 ; ; PUNCT dad-10726 13 16 accepted accept VERB dad-10726 13 17 1/12 1/12 NUM dad-10726 13 18 ; ; PUNCT dad-10726 13 19 published publish VERB dad-10726 13 20 online online NOUN dad-10726 13 21 3/12 3/12 NUM dad-10726 13 22 curto curto NOUN dad-10726 13 23 , , PUNCT dad-10726 13 24 mendes mende NOUN dad-10726 13 25 and and CCONJ dad-10726 13 26 coheur coheur NOUN dad-10726 13 27 figure figure NOUN dad-10726 13 28 1 1 NUM dad-10726 13 29 : : PUNCT dad-10726 13 30 agent agent NOUN dad-10726 13 31 edgar edgar NOUN dad-10726 13 32 the the DET dad-10726 13 33 efforts effort NOUN dad-10726 13 34 of of ADP dad-10726 13 35 enhancing enhance VERB dad-10726 13 36 the the DET dad-10726 13 37 portuguese portuguese ADJ dad-10726 13 38 cultural cultural ADJ dad-10726 13 39 tourism tourism NOUN dad-10726 13 40 started start VERB dad-10726 13 41 with with ADP dad-10726 13 42 duarte duarte PROPN dad-10726 13 43 digital digital PROPN dad-10726 13 44 ( ( PUNCT dad-10726 13 45 mendes mende NOUN dad-10726 13 46 et et PROPN dad-10726 13 47 al al PROPN dad-10726 13 48 . . PROPN dad-10726 13 49 2009 2009 NUM dad-10726 13 50 ) ) PUNCT dad-10726 13 51 , , PUNCT dad-10726 13 52 a a DET dad-10726 13 53 virtual virtual ADJ dad-10726 13 54 agent agent NOUN dad-10726 13 55 based base VERB dad-10726 13 56 on on ADP dad-10726 13 57 the the DET dad-10726 13 58 diga diga ADJ dad-10726 13 59 dialog dialog NOUN dad-10726 13 60 framework framework NOUN dad-10726 13 61 ( ( PUNCT dad-10726 13 62 martins martin NOUN dad-10726 13 63 et et NOUN dad-10726 13 64 al al PROPN dad-10726 13 65 . . PROPN dad-10726 13 66 2008 2008 NUM dad-10726 13 67 ) ) PUNCT dad-10726 13 68 , , PUNCT dad-10726 13 69 which which PRON dad-10726 13 70 engages engage VERB dad-10726 13 71 in in ADP dad-10726 13 72 inquiry inquiry NOUN dad-10726 13 73 - - PUNCT dad-10726 13 74 oriented orient VERB dad-10726 13 75 conversations conversation NOUN dad-10726 13 76 with with ADP dad-10726 13 77 users user NOUN dad-10726 13 78 , , PUNCT dad-10726 13 79 answering answer VERB dad-10726 13 80 questions question NOUN dad-10726 13 81 about about ADP dad-10726 13 82 a a DET dad-10726 13 83 famous famous ADJ dad-10726 13 84 piece piece NOUN dad-10726 13 85 of of ADP dad-10726 13 86 portuguese portuguese ADJ dad-10726 13 87 jewelry jewelry NOUN dad-10726 13 88 , , PUNCT dad-10726 13 89 custódia custódia PROPN dad-10726 13 90 de de X dad-10726 13 91 belém belém PROPN dad-10726 13 92 . . PUNCT dad-10726 14 1 the the DET dad-10726 14 2 approach approach NOUN dad-10726 14 3 based base VERB dad-10726 14 4 on on ADP dad-10726 14 5 multiple multiple ADJ dad-10726 14 6 - - PUNCT dad-10726 14 7 choice choice NOUN dad-10726 14 8 tests test NOUN dad-10726 14 9 has have AUX dad-10726 14 10 also also ADV dad-10726 14 11 been be AUX dad-10726 14 12 recently recently ADV dad-10726 14 13 explored explore VERB dad-10726 14 14 in in ADP dad-10726 14 15 the the DET dad-10726 14 16 lisbon lisbon PROPN dad-10726 14 17 pantheon pantheon NOUN dad-10726 14 18 , , PUNCT dad-10726 14 19 where where SCONJ dad-10726 14 20 a a DET dad-10726 14 21 virtual virtual ADJ dad-10726 14 22 agent agent NOUN dad-10726 14 23 assesses assess VERB dad-10726 14 24 the the DET dad-10726 14 25 visitors visitor NOUN dad-10726 14 26 ’ ' PUNCT dad-10726 14 27 knowledge knowledge NOUN dad-10726 14 28 about about ADP dad-10726 14 29 the the DET dad-10726 14 30 monument monument NOUN dad-10726 14 31 . . PUNCT dad-10726 15 1 however however ADV dad-10726 15 2 , , PUNCT dad-10726 15 3 in in ADP dad-10726 15 4 all all DET dad-10726 15 5 these these DET dad-10726 15 6 cases case NOUN dad-10726 15 7 , , PUNCT dad-10726 15 8 the the DET dad-10726 15 9 involved involved ADJ dad-10726 15 10 questions question NOUN dad-10726 15 11 / / SYM dad-10726 15 12 answers answer NOUN dad-10726 15 13 and and CCONJ dad-10726 15 14 multiplechoice multiplechoice NOUN dad-10726 15 15 tests test NOUN dad-10726 15 16 are be AUX dad-10726 15 17 hand hand NOUN dad-10726 15 18 crafted craft VERB dad-10726 15 19 , , PUNCT dad-10726 15 20 which which PRON dad-10726 15 21 poses pose VERB dad-10726 15 22 a a DET dad-10726 15 23 problem problem NOUN dad-10726 15 24 every every DET dad-10726 15 25 time time NOUN dad-10726 15 26 a a DET dad-10726 15 27 different different ADJ dad-10726 15 28 monument monument NOUN dad-10726 15 29 or or CCONJ dad-10726 15 30 piece piece NOUN dad-10726 15 31 of of ADP dad-10726 15 32 art art NOUN dad-10726 15 33 becomes become VERB dad-10726 15 34 the the DET dad-10726 15 35 focus focus NOUN dad-10726 15 36 of of ADP dad-10726 15 37 the the DET dad-10726 15 38 project project NOUN dad-10726 15 39 or or CCONJ dad-10726 15 40 a a DET dad-10726 15 41 different different ADJ dad-10726 15 42 language language NOUN dad-10726 15 43 is be AUX dad-10726 15 44 to to PART dad-10726 15 45 be be AUX dad-10726 15 46 used use VERB dad-10726 15 47 . . PUNCT dad-10726 16 1 therefore therefore ADV dad-10726 16 2 , , PUNCT dad-10726 16 3 one one NUM dad-10726 16 4 of of ADP dad-10726 16 5 falacomigo falacomigo NOUN dad-10726 16 6 ’s ’s PART dad-10726 16 7 main main ADJ dad-10726 16 8 objectives objective NOUN dad-10726 16 9 is be AUX dad-10726 16 10 to to PART dad-10726 16 11 find find VERB dad-10726 16 12 a a DET dad-10726 16 13 solution solution NOUN dad-10726 16 14 to to PART dad-10726 16 15 automatically automatically ADV dad-10726 16 16 generate generate VERB dad-10726 16 17 questions question NOUN dad-10726 16 18 , , PUNCT dad-10726 16 19 answers answer NOUN dad-10726 16 20 and and CCONJ dad-10726 16 21 distractors distractor NOUN dad-10726 16 22 from from ADP dad-10726 16 23 texts text NOUN dad-10726 16 24 describing describe VERB dad-10726 16 25 the the DET dad-10726 16 26 monument monument NOUN dad-10726 16 27 or or CCONJ dad-10726 16 28 piece piece NOUN dad-10726 16 29 of of ADP dad-10726 16 30 art art NOUN dad-10726 16 31 in in ADP dad-10726 16 32 study study NOUN dad-10726 16 33 , , PUNCT dad-10726 16 34 without without ADP dad-10726 16 35 needing need VERB dad-10726 16 36 to to PART dad-10726 16 37 have have VERB dad-10726 16 38 experts expert NOUN dad-10726 16 39 hand hand NOUN dad-10726 16 40 coding code VERB dad-10726 16 41 specific specific ADJ dad-10726 16 42 rules rule NOUN dad-10726 16 43 for for ADP dad-10726 16 44 this this DET dad-10726 16 45 purpose purpose NOUN dad-10726 16 46 . . PUNCT dad-10726 17 1 the the DET dad-10726 17 2 - - PUNCT dad-10726 17 3 mentor mentor NOUN dad-10726 17 4 ( ( PUNCT dad-10726 17 5 mendes mende NOUN dad-10726 17 6 et et PROPN dad-10726 17 7 al al PROPN dad-10726 17 8 . . PROPN dad-10726 17 9 2011 2011 NUM dad-10726 17 10 ) ) PUNCT dad-10726 17 11 is be AUX dad-10726 17 12 our our PRON dad-10726 17 13 response response NOUN dad-10726 17 14 to to ADP dad-10726 17 15 this this DET dad-10726 17 16 challenge challenge NOUN dad-10726 17 17 , , PUNCT dad-10726 17 18 as as SCONJ dad-10726 17 19 it it PRON dad-10726 17 20 receives receive VERB dad-10726 17 21 as as ADP dad-10726 17 22 input input NOUN dad-10726 17 23 a a DET dad-10726 17 24 set set NOUN dad-10726 17 25 of of ADP dad-10726 17 26 seeds seed NOUN dad-10726 17 27 – – PUNCT dad-10726 17 28 that that ADV dad-10726 17 29 is be AUX dad-10726 17 30 , , PUNCT dad-10726 17 31 natural natural ADJ dad-10726 17 32 language language NOUN dad-10726 17 33 question question NOUN dad-10726 17 34 / / SYM dad-10726 17 35 answer answer NOUN dad-10726 17 36 pairs pair NOUN dad-10726 17 37 – – PUNCT dad-10726 17 38 and and CCONJ dad-10726 17 39 uses use VERB dad-10726 17 40 them they PRON dad-10726 17 41 to to PART dad-10726 17 42 automatically automatically ADV dad-10726 17 43 find find VERB dad-10726 17 44 , , PUNCT dad-10726 17 45 in in ADP dad-10726 17 46 the the DET dad-10726 17 47 web web NOUN dad-10726 17 48 , , PUNCT dad-10726 17 49 lexico lexico NOUN dad-10726 17 50 - - PUNCT dad-10726 17 51 syntactic syntactic ADJ dad-10726 17 52 patterns pattern NOUN dad-10726 17 53 capable capable ADJ dad-10726 17 54 of of ADP dad-10726 17 55 generating generate VERB dad-10726 17 56 new new ADJ dad-10726 17 57 question question NOUN dad-10726 17 58 / / SYM dad-10726 17 59 answer answer NOUN dad-10726 17 60 pairs pair NOUN dad-10726 17 61 , , PUNCT dad-10726 17 62 as as ADV dad-10726 17 63 well well ADV dad-10726 17 64 as as ADP dad-10726 17 65 distractors distractor NOUN dad-10726 17 66 from from ADP dad-10726 17 67 a a DET dad-10726 17 68 given give VERB dad-10726 17 69 a a DET dad-10726 17 70 text text NOUN dad-10726 17 71 ( ( PUNCT dad-10726 17 72 a a DET dad-10726 17 73 sentence sentence NOUN dad-10726 17 74 , , PUNCT dad-10726 17 75 a a DET dad-10726 17 76 paragraph paragraph NOUN dad-10726 17 77 or or CCONJ dad-10726 17 78 an an DET dad-10726 17 79 entire entire ADJ dad-10726 17 80 document document NOUN dad-10726 17 81 ) ) PUNCT dad-10726 17 82 . . PUNCT dad-10726 18 1 contrary contrary ADJ dad-10726 18 2 to to ADP dad-10726 18 3 other other ADJ dad-10726 18 4 systems system NOUN dad-10726 18 5 , , PUNCT dad-10726 18 6 the the DET dad-10726 18 7 process process NOUN dad-10726 18 8 of of ADP dad-10726 18 9 building build VERB dad-10726 18 10 these these DET dad-10726 18 11 patterns pattern NOUN dad-10726 18 12 is be AUX dad-10726 18 13 automatic automatic ADJ dad-10726 18 14 , , PUNCT dad-10726 18 15 based base VERB dad-10726 18 16 on on ADP dad-10726 18 17 the the DET dad-10726 18 18 previous previous ADJ dad-10726 18 19 mentioned mention VERB dad-10726 18 20 set set NOUN dad-10726 18 21 of of ADP dad-10726 18 22 seeds seed NOUN dad-10726 18 23 . . PUNCT dad-10726 19 1 thus thus ADV dad-10726 19 2 , , PUNCT dad-10726 19 3 as as SCONJ dad-10726 19 4 done do VERB dad-10726 19 5 in in ADP dad-10726 19 6 many many ADJ dad-10726 19 7 information information NOUN dad-10726 19 8 extraction extraction NOUN dad-10726 19 9 frameworks framework NOUN dad-10726 19 10 – – PUNCT dad-10726 19 11 such such ADJ dad-10726 19 12 as as ADP dad-10726 19 13 dare dare NOUN dad-10726 19 14 ( ( PUNCT dad-10726 19 15 domain domain VERB dad-10726 19 16 adaptive adaptive ADJ dad-10726 19 17 relation relation NOUN dad-10726 19 18 extraction)2(xu extraction)2(xu PROPN dad-10726 19 19 et et PROPN dad-10726 19 20 al al PROPN dad-10726 19 21 . . PROPN dad-10726 19 22 2010 2010 NUM dad-10726 19 23 ) ) PUNCT dad-10726 19 24 – – PUNCT dad-10726 19 25 our our PRON dad-10726 19 26 approach approach NOUN dad-10726 19 27 is be AUX dad-10726 19 28 based base VERB dad-10726 19 29 on on ADP dad-10726 19 30 minimally minimally ADV dad-10726 19 31 supervised supervised ADJ dad-10726 19 32 learning learning NOUN dad-10726 19 33 , , PUNCT dad-10726 19 34 where where SCONJ dad-10726 19 35 a a DET dad-10726 19 36 set set NOUN dad-10726 19 37 of of ADP dad-10726 19 38 seeds seed NOUN dad-10726 19 39 is be AUX dad-10726 19 40 used use VERB dad-10726 19 41 to to PART dad-10726 19 42 bootstrap bootstrap VERB dad-10726 19 43 patterns pattern NOUN dad-10726 19 44 that that PRON dad-10726 19 45 will will AUX dad-10726 19 46 be be AUX dad-10726 19 47 used use VERB dad-10726 19 48 to to PART dad-10726 19 49 find find VERB dad-10726 19 50 the the DET dad-10726 19 51 target target NOUN dad-10726 19 52 type type NOUN dad-10726 19 53 of of ADP dad-10726 19 54 information information NOUN dad-10726 19 55 . . PUNCT dad-10726 20 1 figure figure NOUN dad-10726 20 2 2 2 NUM dad-10726 20 3 illustrates illustrate VERB dad-10726 20 4 some some PRON dad-10726 20 5 of of ADP dad-10726 20 6 the the DET dad-10726 20 7 information information NOUN dad-10726 20 8 used use VERB dad-10726 20 9 by by ADP dad-10726 20 10 the the DET dad-10726 20 11 - - PUNCT dad-10726 20 12 mentor mentor NOUN dad-10726 20 13 . . PUNCT dad-10726 21 1 the the DET dad-10726 21 2 first first ADJ dad-10726 21 3 line line NOUN dad-10726 21 4 shows show VERB dad-10726 21 5 the the DET dad-10726 21 6 syntactic syntactic ADJ dad-10726 21 7 structure structure NOUN dad-10726 21 8 of of ADP dad-10726 21 9 a a DET dad-10726 21 10 seed seed NOUN dad-10726 21 11 question question NOUN dad-10726 21 12 ; ; PUNCT dad-10726 21 13 the the DET dad-10726 21 14 second second ADJ dad-10726 21 15 line line NOUN dad-10726 21 16 depicts depict VERB dad-10726 21 17 one one NUM dad-10726 21 18 learned learn VERB dad-10726 21 19 lexico lexico ADJ dad-10726 21 20 - - PUNCT dad-10726 21 21 syntactic syntactic NOUN dad-10726 21 22 pattern pattern NOUN dad-10726 21 23 . . PUNCT dad-10726 22 1 different different ADJ dad-10726 22 2 colors color NOUN dad-10726 22 3 are be AUX dad-10726 22 4 used use VERB dad-10726 22 5 to to PART dad-10726 22 6 identify identify VERB dad-10726 22 7 the the DET dad-10726 22 8 matching matching NOUN dad-10726 22 9 between between ADP dad-10726 22 10 the the DET dad-10726 22 11 generated generate VERB dad-10726 22 12 pattern pattern NOUN dad-10726 22 13 and and CCONJ dad-10726 22 14 the the DET dad-10726 22 15 text text NOUN dad-10726 22 16 tokens token NOUN dad-10726 22 17 . . PUNCT dad-10726 23 1 the the DET dad-10726 23 2 last last ADJ dad-10726 23 3 line line NOUN dad-10726 23 4 shows show VERB dad-10726 23 5 an an DET dad-10726 23 6 example example NOUN dad-10726 23 7 of of ADP dad-10726 23 8 a a DET dad-10726 23 9 multiple multiple ADJ dad-10726 23 10 - - PUNCT dad-10726 23 11 choice choice NOUN dad-10726 23 12 test test NOUN dad-10726 23 13 item item NOUN dad-10726 23 14 created create VERB dad-10726 23 15 by by ADP dad-10726 23 16 the the DET dad-10726 23 17 - - PUNCT dad-10726 23 18 mentor.3 mentor.3 NOUN dad-10726 23 19 in in ADP dad-10726 23 20 this this DET dad-10726 23 21 paper paper NOUN dad-10726 23 22 , , PUNCT dad-10726 23 23 we we PRON dad-10726 23 24 present present VERB dad-10726 23 25 our our PRON dad-10726 23 26 approach approach NOUN dad-10726 23 27 to to ADP dad-10726 23 28 the the DET dad-10726 23 29 text text NOUN dad-10726 23 30 - - PUNCT dad-10726 23 31 to to ADP dad-10726 23 32 - - PUNCT dad-10726 23 33 question question NOUN dad-10726 23 34 task task NOUN dad-10726 23 35 ( ( PUNCT dad-10726 23 36 as as SCONJ dad-10726 23 37 identified identify VERB dad-10726 23 38 by by ADP dad-10726 23 39 rus rus NOUN dad-10726 23 40 et et PROPN dad-10726 23 41 al al PROPN dad-10726 23 42 . . PROPN dad-10726 23 43 ( ( PUNCT dad-10726 23 44 2010a 2010a NUM dad-10726 23 45 ) ) PUNCT dad-10726 23 46 ) ) PUNCT dad-10726 23 47 and and CCONJ dad-10726 23 48 we we PRON dad-10726 23 49 thoroughly thoroughly ADV dad-10726 23 50 describe describe VERB dad-10726 23 51 and and CCONJ dad-10726 23 52 evaluate evaluate VERB dad-10726 23 53 the the DET dad-10726 23 54 factoid factoid NOUN dad-10726 23 55 question question NOUN dad-10726 23 56 generation generation NOUN dad-10726 23 57 as as SCONJ dad-10726 23 58 performed perform VERB dad-10726 23 59 by by ADP dad-10726 23 60 the the DET dad-10726 23 61 - - PUNCT dad-10726 23 62 mentor mentor NOUN dad-10726 23 63 . . PUNCT dad-10726 24 1 the the DET dad-10726 24 2 remainder remainder NOUN dad-10726 24 3 of of ADP dad-10726 24 4 this this DET dad-10726 24 5 paper paper NOUN dad-10726 24 6 is be AUX dad-10726 24 7 organized organize VERB dad-10726 24 8 as as SCONJ dad-10726 24 9 follows follow VERB dad-10726 24 10 : : PUNCT dad-10726 24 11 in in ADP dad-10726 24 12 section section NOUN dad-10726 24 13 2 2 NUM dad-10726 24 14 we we PRON dad-10726 24 15 overview overview VERB dad-10726 24 16 related related ADJ dad-10726 24 17 work work NOUN dad-10726 24 18 . . PUNCT dad-10726 25 1 in in ADP dad-10726 25 2 sections section NOUN dad-10726 25 3 3 3 NUM dad-10726 25 4 and and CCONJ dad-10726 25 5 4 4 NUM dad-10726 25 6 we we PRON dad-10726 25 7 detail detail VERB dad-10726 25 8 the the DET dad-10726 25 9 pattern pattern NOUN dad-10726 25 10 learning learn VERB dad-10726 25 11 and and CCONJ dad-10726 25 12 question question NOUN dad-10726 25 13 generation generation NOUN dad-10726 25 14 subtasks subtask NOUN dad-10726 25 15 , , PUNCT dad-10726 25 16 respectively respectively ADV dad-10726 25 17 . . PUNCT dad-10726 26 1 in in ADP dad-10726 26 2 section section NOUN dad-10726 26 3 5 5 NUM dad-10726 26 4 we we PRON dad-10726 26 5 evaluate evaluate VERB dad-10726 26 6 the the DET dad-10726 26 7 - - PUNCT dad-10726 26 8 mentor mentor NOUN dad-10726 26 9 . . PUNCT dad-10726 27 1 finally finally ADV dad-10726 27 2 , , PUNCT dad-10726 27 3 in in ADP dad-10726 27 4 section section NOUN dad-10726 27 5 6 6 NUM dad-10726 27 6 we we PRON dad-10726 27 7 present present VERB dad-10726 27 8 the the DET dad-10726 27 9 main main ADJ dad-10726 27 10 conclusions conclusion NOUN dad-10726 27 11 and and CCONJ dad-10726 27 12 point point VERB dad-10726 27 13 out out ADP dad-10726 27 14 future future ADJ dad-10726 27 15 work work NOUN dad-10726 27 16 directions direction NOUN dad-10726 27 17 . . PUNCT dad-10726 28 1 2 2 X dad-10726 28 2 . . X dad-10726 28 3 http://dare.dfki.de/. http://dare.dfki.de/. PROPN dad-10726 28 4 3 3 NUM dad-10726 28 5 . . PUNCT dad-10726 29 1 a a DET dad-10726 29 2 first first ADJ dad-10726 29 3 version version NOUN dad-10726 29 4 of of ADP dad-10726 29 5 the the DET dad-10726 29 6 - - PUNCT dad-10726 29 7 mentor mentor NOUN dad-10726 29 8 is be AUX dad-10726 29 9 online online ADJ dad-10726 29 10 at at ADP dad-10726 29 11 http://services.l2f.inesc-id.pt/the-mentor http://services.l2f.inesc-id.pt/the-mentor NOUN dad-10726 29 12 . . PUNCT dad-10726 30 1 in in ADP dad-10726 30 2 http://qa.l2f.inesc-id.pt/ http://qa.l2f.inesc-id.pt/ PROPN dad-10726 30 3 one one PRON dad-10726 30 4 can can AUX dad-10726 30 5 find find VERB dad-10726 30 6 the the DET dad-10726 30 7 corpora corpora NOUN dad-10726 30 8 and and CCONJ dad-10726 30 9 scripts script NOUN dad-10726 30 10 used use VERB dad-10726 30 11 / / PUNCT dad-10726 30 12 developed develop VERB dad-10726 30 13 for for ADP dad-10726 30 14 the the DET dad-10726 30 15 evaluation evaluation NOUN dad-10726 30 16 of of ADP dad-10726 30 17 the the DET dad-10726 30 18 - - PUNCT dad-10726 30 19 mentor mentor NOUN dad-10726 30 20 . . PUNCT dad-10726 31 1 the the DET dad-10726 31 2 code code NOUN dad-10726 31 3 of of ADP dad-10726 31 4 the the DET dad-10726 31 5 - - PUNCT dad-10726 31 6 mentor mentor NOUN dad-10726 31 7 will will AUX dad-10726 31 8 be be AUX dad-10726 31 9 made make VERB dad-10726 31 10 available available ADJ dad-10726 31 11 in in ADP dad-10726 31 12 the the DET dad-10726 31 13 near near ADJ dad-10726 31 14 future future NOUN dad-10726 31 15 . . PUNCT dad-10726 32 1 148 148 NUM dad-10726 32 2 question question NOUN dad-10726 32 3 generation generation NOUN dad-10726 32 4 with with ADP dad-10726 32 5 the the DET dad-10726 32 6 - - PUNCT dad-10726 32 7 mentor mentor NOUN dad-10726 32 8 whnp whnp NOUN dad-10726 32 9 vbd vbd NOUN dad-10726 32 10 np np INTJ dad-10726 32 11 np np INTJ dad-10726 32 12 vbd vbd NOUN dad-10726 32 13 by by ADP dad-10726 32 14 answer answer NOUN dad-10726 32 15 one one NUM dad-10726 32 16 of of ADP dad-10726 32 17 my my PRON dad-10726 32 18 favorite favorite ADJ dad-10726 32 19 pieces piece NOUN dad-10726 32 20 is be AUX dad-10726 32 21 moonlight moonlight ADJ dad-10726 32 22 sonata sonata NOUN dad-10726 32 23 composed compose VERB dad-10726 32 24 by by ADP dad-10726 32 25 beethoven beethoven NOUN dad-10726 32 26 . . PUNCT dad-10726 33 1 another another DET dad-10726 33 2 one one NOUN dad-10726 33 3 is be AUX dad-10726 33 4 mozart mozart PROPN dad-10726 33 5 ’s ’s PART dad-10726 33 6 requiem requiem PROPN dad-10726 33 7 . . PUNCT dad-10726 34 1 qwho qwho PROPN dad-10726 34 2 composed compose VERB dad-10726 34 3 moonlight moonlight NOUN dad-10726 34 4 sonata sonata NOUN dad-10726 34 5 ? ? PUNCT dad-10726 35 1 beethoven beethoven PROPN dad-10726 35 2 mozart mozart PROPN dad-10726 35 3 question question PROPN dad-10726 35 4 analysis analysis NOUN dad-10726 35 5 generated generate VERB dad-10726 35 6 pattern pattern NOUN dad-10726 35 7 sentences sentence NOUN dad-10726 35 8 in in ADP dad-10726 35 9 the the DET dad-10726 35 10 target target NOUN dad-10726 35 11 document document NOUN dad-10726 35 12 . . PUNCT dad-10726 36 1 extracted extract VERB dad-10726 36 2 q q NOUN dad-10726 36 3 / / SYM dad-10726 36 4 a a DET dad-10726 36 5 pair pair NOUN dad-10726 36 6 and and CCONJ dad-10726 36 7 distractor distractor NOUN dad-10726 36 8 . . PUNCT dad-10726 37 1 generated generate VERB dad-10726 37 2 test test NOUN dad-10726 37 3 item item NOUN dad-10726 37 4 figure figure NOUN dad-10726 37 5 2 2 NUM dad-10726 37 6 : : PUNCT dad-10726 37 7 information information NOUN dad-10726 37 8 manipulated manipulate VERB dad-10726 37 9 by by ADP dad-10726 37 10 the the DET dad-10726 37 11 - - PUNCT dad-10726 37 12 mentor mentor NOUN dad-10726 37 13 . . PUNCT dad-10726 38 1 2 2 X dad-10726 38 2 . . X dad-10726 38 3 related relate VERB dad-10726 38 4 work work NOUN dad-10726 38 5 question question NOUN dad-10726 38 6 generation generation NOUN dad-10726 38 7 ( ( PUNCT dad-10726 38 8 qg qg PROPN dad-10726 38 9 ) ) PUNCT dad-10726 38 10 is be AUX dad-10726 38 11 , , PUNCT dad-10726 38 12 nowadays nowadays ADV dad-10726 38 13 , , PUNCT dad-10726 38 14 an an DET dad-10726 38 15 appealing appealing ADJ dad-10726 38 16 field field NOUN dad-10726 38 17 of of ADP dad-10726 38 18 research research NOUN dad-10726 38 19 . . PUNCT dad-10726 39 1 three three NUM dad-10726 39 2 recent recent ADJ dad-10726 39 3 workshops workshop NOUN dad-10726 39 4 exclusively exclusively ADV dad-10726 39 5 dedicated dedicate VERB dad-10726 39 6 to to ADP dad-10726 39 7 qg qg PROPN dad-10726 39 8 and and CCONJ dad-10726 39 9 a a DET dad-10726 39 10 first first ADJ dad-10726 39 11 shared share VERB dad-10726 39 12 evaluation evaluation NOUN dad-10726 39 13 challenge challenge NOUN dad-10726 39 14 , , PUNCT dad-10726 39 15 in in ADP dad-10726 39 16 2010 2010 NUM dad-10726 39 17 , , PUNCT dad-10726 39 18 with with ADP dad-10726 39 19 the the DET dad-10726 39 20 goal goal NOUN dad-10726 39 21 of of ADP dad-10726 39 22 generating generate VERB dad-10726 39 23 questions question NOUN dad-10726 39 24 from from ADP dad-10726 39 25 paragraphs paragraph NOUN dad-10726 39 26 and and CCONJ dad-10726 39 27 sentences sentence NOUN dad-10726 39 28 ( ( PUNCT dad-10726 39 29 rus rus NOUN dad-10726 39 30 et et PROPN dad-10726 39 31 al al PROPN dad-10726 39 32 . . PROPN dad-10726 39 33 2010a 2010a NUM dad-10726 39 34 ) ) PUNCT dad-10726 39 35 have have AUX dad-10726 39 36 , , PUNCT dad-10726 39 37 definitively definitively ADV dad-10726 39 38 , , PUNCT dad-10726 39 39 contributed contribute VERB dad-10726 39 40 to to ADP dad-10726 39 41 the the DET dad-10726 39 42 increase increase NOUN dad-10726 39 43 of of ADP dad-10726 39 44 interest interest NOUN dad-10726 39 45 in in ADP dad-10726 39 46 this this DET dad-10726 39 47 topic topic NOUN dad-10726 39 48 . . PUNCT dad-10726 40 1 areas area NOUN dad-10726 40 2 such such ADJ dad-10726 40 3 as as ADP dad-10726 40 4 question question NOUN dad-10726 40 5 - - PUNCT dad-10726 40 6 answering answer VERB dad-10726 40 7 ( ( PUNCT dad-10726 40 8 qa qa PROPN dad-10726 40 9 ) ) PUNCT dad-10726 40 10 , , PUNCT dad-10726 40 11 natural natural ADJ dad-10726 40 12 language language NOUN dad-10726 40 13 generation generation NOUN dad-10726 40 14 or or CCONJ dad-10726 40 15 dialogue dialogue NOUN dad-10726 40 16 systems system NOUN dad-10726 40 17 contribute contribute VERB dad-10726 40 18 to to ADP dad-10726 40 19 qg qg PROPN dad-10726 40 20 with with ADP dad-10726 40 21 techniques technique NOUN dad-10726 40 22 and and CCONJ dad-10726 40 23 resources resource NOUN dad-10726 40 24 , , PUNCT dad-10726 40 25 such such ADJ dad-10726 40 26 as as ADP dad-10726 40 27 corpora corpora NOUN dad-10726 40 28 with with ADP dad-10726 40 29 examples example NOUN dad-10726 40 30 of of ADP dad-10726 40 31 questions question NOUN dad-10726 40 32 and and CCONJ dad-10726 40 33 grammars grammar NOUN dad-10726 40 34 designed design VERB dad-10726 40 35 to to PART dad-10726 40 36 parse parse VERB dad-10726 40 37 / / SYM dad-10726 40 38 generate generate NOUN dad-10726 40 39 questions question NOUN dad-10726 40 40 . . PUNCT dad-10726 41 1 nevertheless nevertheless ADV dad-10726 41 2 , , PUNCT dad-10726 41 3 the the DET dad-10726 41 4 specificities specificity NOUN dad-10726 41 5 of of ADP dad-10726 41 6 qg qg PROPN dad-10726 41 7 raise raise VERB dad-10726 41 8 many many ADJ dad-10726 41 9 issues issue NOUN dad-10726 41 10 , , PUNCT dad-10726 41 11 namely namely ADV dad-10726 41 12 the the DET dad-10726 41 13 taxonomy taxonomy NOUN dad-10726 41 14 that that PRON dad-10726 41 15 should should AUX dad-10726 41 16 be be AUX dad-10726 41 17 considered consider VERB dad-10726 41 18 , , PUNCT dad-10726 41 19 the the DET dad-10726 41 20 process process NOUN dad-10726 41 21 of of ADP dad-10726 41 22 generation generation NOUN dad-10726 41 23 or or CCONJ dad-10726 41 24 the the DET dad-10726 41 25 systems system NOUN dad-10726 41 26 ’ ' PUNCT dad-10726 41 27 evaluation evaluation NOUN dad-10726 41 28 . . PUNCT dad-10726 42 1 these these PRON dad-10726 42 2 and and CCONJ dad-10726 42 3 many many ADJ dad-10726 42 4 others other NOUN dad-10726 42 5 questions question NOUN dad-10726 42 6 led lead VERB dad-10726 42 7 to to ADP dad-10726 42 8 the the DET dad-10726 42 9 actual actual ADJ dad-10726 42 10 research research NOUN dad-10726 42 11 lines line NOUN dad-10726 42 12 . . PUNCT dad-10726 43 1 in in ADP dad-10726 43 2 the the DET dad-10726 43 3 following following NOUN dad-10726 43 4 we we PRON dad-10726 43 5 present present VERB dad-10726 43 6 some some DET dad-10726 43 7 recent recent ADJ dad-10726 43 8 discussions discussion NOUN dad-10726 43 9 and and CCONJ dad-10726 43 10 achievements achievement NOUN dad-10726 43 11 related relate VERB dad-10726 43 12 to to ADP dad-10726 43 13 the the DET dad-10726 43 14 different different ADJ dad-10726 43 15 research research NOUN dad-10726 43 16 targets target NOUN dad-10726 43 17 in in ADP dad-10726 43 18 qg qg PROPN dad-10726 43 19 . . PROPN dad-10726 44 1 one one NUM dad-10726 44 2 of of ADP dad-10726 44 3 the the DET dad-10726 44 4 decisions decision NOUN dad-10726 44 5 that that PRON dad-10726 44 6 needs need VERB dad-10726 44 7 to to PART dad-10726 44 8 be be AUX dad-10726 44 9 made make VERB dad-10726 44 10 has have VERB dad-10726 44 11 to to PART dad-10726 44 12 do do VERB dad-10726 44 13 with with ADP dad-10726 44 14 choosing choose VERB dad-10726 44 15 the the DET dad-10726 44 16 question question NOUN dad-10726 44 17 taxonomy taxonomy NOUN dad-10726 44 18 that that PRON dad-10726 44 19 will will AUX dad-10726 44 20 be be AUX dad-10726 44 21 used use VERB dad-10726 44 22 during during ADP dad-10726 44 23 the the DET dad-10726 44 24 qg qg PROPN dad-10726 44 25 . . PROPN dad-10726 45 1 as as SCONJ dad-10726 45 2 said say VERB dad-10726 45 3 by by ADP dad-10726 45 4 forăscu forăscu PROPN dad-10726 45 5 and and CCONJ dad-10726 45 6 drăghici drăghici PROPN dad-10726 45 7 ( ( PUNCT dad-10726 45 8 2009 2009 NUM dad-10726 45 9 ) ) PUNCT dad-10726 45 10 , , PUNCT dad-10726 45 11 in in ADP dad-10726 45 12 the the DET dad-10726 45 13 context context NOUN dad-10726 45 14 of of ADP dad-10726 45 15 a a DET dad-10726 45 16 qg qg PROPN dad-10726 45 17 campaign campaign NOUN dad-10726 45 18 , , PUNCT dad-10726 45 19 it it PRON dad-10726 45 20 is be AUX dad-10726 45 21 important important ADJ dad-10726 45 22 to to PART dad-10726 45 23 have have VERB dad-10726 45 24 a a DET dad-10726 45 25 clear clear ADJ dad-10726 45 26 inventory inventory NOUN dad-10726 45 27 of of ADP dad-10726 45 28 the the DET dad-10726 45 29 most most ADV dad-10726 45 30 used used ADJ dad-10726 45 31 question question NOUN dad-10726 45 32 types type NOUN dad-10726 45 33 . . PUNCT dad-10726 46 1 forăscu forăscu PROPN dad-10726 46 2 and and CCONJ dad-10726 46 3 drăghici drăghici PROPN dad-10726 46 4 ( ( PUNCT dad-10726 46 5 2009 2009 NUM dad-10726 46 6 ) ) PUNCT dad-10726 46 7 survey survey VERB dad-10726 46 8 several several ADJ dad-10726 46 9 taxonomies taxonomy NOUN dad-10726 46 10 proposed propose VERB dad-10726 46 11 in in ADP dad-10726 46 12 the the DET dad-10726 46 13 literature literature NOUN dad-10726 46 14 and and CCONJ dad-10726 46 15 point point VERB dad-10726 46 16 to to ADP dad-10726 46 17 some some DET dad-10726 46 18 available available ADJ dad-10726 46 19 resources resource NOUN dad-10726 46 20 . . PUNCT dad-10726 47 1 boyer boyer PROPN dad-10726 47 2 et et PROPN dad-10726 47 3 al al PROPN dad-10726 47 4 . . PROPN dad-10726 48 1 ( ( PUNCT dad-10726 48 2 2009 2009 NUM dad-10726 48 3 ) ) PUNCT dad-10726 48 4 propose propose VERB dad-10726 48 5 a a DET dad-10726 48 6 hierarchical hierarchical ADJ dad-10726 48 7 classification classification NOUN dad-10726 48 8 scheme scheme NOUN dad-10726 48 9 for for ADP dad-10726 48 10 tutorial tutorial ADJ dad-10726 48 11 questions question NOUN dad-10726 48 12 , , PUNCT dad-10726 48 13 in in ADP dad-10726 48 14 which which PRON dad-10726 48 15 the the DET dad-10726 48 16 top top ADJ dad-10726 48 17 level level NOUN dad-10726 48 18 identifies identify VERB dad-10726 48 19 the the DET dad-10726 48 20 tutorial tutorial ADJ dad-10726 48 21 goal goal NOUN dad-10726 48 22 and and CCONJ dad-10726 48 23 the the DET dad-10726 48 24 second second ADJ dad-10726 48 25 level level NOUN dad-10726 48 26 the the DET dad-10726 48 27 question question NOUN dad-10726 48 28 type type NOUN dad-10726 48 29 , , PUNCT dad-10726 48 30 sharing share VERB dad-10726 48 31 many many ADJ dad-10726 48 32 categories category NOUN dad-10726 48 33 with with ADP dad-10726 48 34 previous previous ADJ dad-10726 48 35 work work NOUN dad-10726 48 36 on on ADP dad-10726 48 37 classification classification NOUN dad-10726 48 38 schemes scheme NOUN dad-10726 48 39 . . PUNCT dad-10726 49 1 despite despite SCONJ dad-10726 49 2 the the DET dad-10726 49 3 differences difference NOUN dad-10726 49 4 between between ADP dad-10726 49 5 this this PRON dad-10726 49 6 and and CCONJ dad-10726 49 7 other other ADJ dad-10726 49 8 taxonomies taxonomy NOUN dad-10726 49 9 existing exist VERB dad-10726 49 10 in in ADP dad-10726 49 11 the the DET dad-10726 49 12 literature literature NOUN dad-10726 49 13 , , PUNCT dad-10726 49 14 it it PRON dad-10726 49 15 should should AUX dad-10726 49 16 be be AUX dad-10726 49 17 clear clear ADJ dad-10726 49 18 that that SCONJ dad-10726 49 19 the the DET dad-10726 49 20 decision decision NOUN dad-10726 49 21 of of ADP dad-10726 49 22 choosing choose VERB dad-10726 49 23 a a DET dad-10726 49 24 taxonomy taxonomy NOUN dad-10726 49 25 is be AUX dad-10726 49 26 directly directly ADV dad-10726 49 27 related relate VERB dad-10726 49 28 to to ADP dad-10726 49 29 the the DET dad-10726 49 30 goal goal NOUN dad-10726 49 31 of of ADP dad-10726 49 32 the the DET dad-10726 49 33 task task NOUN dad-10726 49 34 in in ADP dad-10726 49 35 hands hand NOUN dad-10726 49 36 . . PUNCT dad-10726 50 1 another another DET dad-10726 50 2 aspect aspect NOUN dad-10726 50 3 that that PRON dad-10726 50 4 needs need VERB dad-10726 50 5 to to PART dad-10726 50 6 be be AUX dad-10726 50 7 carefully carefully ADV dad-10726 50 8 addressed address VERB dad-10726 50 9 in in ADP dad-10726 50 10 qg qg PROPN dad-10726 50 11 is be AUX dad-10726 50 12 related relate VERB dad-10726 50 13 to to ADP dad-10726 50 14 the the DET dad-10726 50 15 information information NOUN dad-10726 50 16 sources source NOUN dad-10726 50 17 in in ADP dad-10726 50 18 use use NOUN dad-10726 50 19 . . PUNCT dad-10726 51 1 in in ADP dad-10726 51 2 fact fact NOUN dad-10726 51 3 , , PUNCT dad-10726 51 4 if if SCONJ dad-10726 51 5 it it PRON dad-10726 51 6 is be AUX dad-10726 51 7 obvious obvious ADJ dad-10726 51 8 that that SCONJ dad-10726 51 9 the the DET dad-10726 51 10 decision decision NOUN dad-10726 51 11 of of ADP dad-10726 51 12 using use VERB dad-10726 51 13 a a DET dad-10726 51 14 certain certain ADJ dad-10726 51 15 resource resource NOUN dad-10726 51 16 should should AUX dad-10726 51 17 be be AUX dad-10726 51 18 influenced influence VERB dad-10726 51 19 by by ADP dad-10726 51 20 the the DET dad-10726 51 21 specific specific ADJ dad-10726 51 22 goal goal NOUN dad-10726 51 23 of of ADP dad-10726 51 24 the the DET dad-10726 51 25 qg qg PROPN dad-10726 51 26 system system NOUN dad-10726 51 27 ( ( PUNCT dad-10726 51 28 for for ADP dad-10726 51 29 instance instance NOUN dad-10726 51 30 , , PUNCT dad-10726 51 31 if if SCONJ dad-10726 51 32 the the DET dad-10726 51 33 target target NOUN dad-10726 51 34 are be AUX dad-10726 51 35 questions question NOUN dad-10726 51 36 about about ADP dad-10726 51 37 politics politic NOUN dad-10726 51 38 , , PUNCT dad-10726 51 39 the the DET dad-10726 51 40 information information NOUN dad-10726 51 41 source source NOUN dad-10726 51 42 should should AUX dad-10726 51 43 be be AUX dad-10726 51 44 of of ADP dad-10726 51 45 that that DET dad-10726 51 46 domain domain NOUN dad-10726 51 47 ) ) PUNCT dad-10726 51 48 , , PUNCT dad-10726 51 49 it it PRON dad-10726 51 50 is be AUX dad-10726 51 51 also also ADV dad-10726 51 52 true true ADJ dad-10726 51 53 that that SCONJ dad-10726 51 54 different different ADJ dad-10726 51 55 texts text NOUN dad-10726 51 56 in in ADP dad-10726 51 57 the the DET dad-10726 51 58 same same ADJ dad-10726 51 59 domain domain NOUN dad-10726 51 60 can can AUX dad-10726 51 61 involve involve VERB dad-10726 51 62 different different ADJ dad-10726 51 63 difficulty difficulty NOUN dad-10726 51 64 levels level NOUN dad-10726 51 65 of of ADP dad-10726 51 66 processing processing NOUN dad-10726 51 67 and and CCONJ dad-10726 51 68 , , PUNCT dad-10726 51 69 thus thus ADV dad-10726 51 70 , , PUNCT dad-10726 51 71 lead lead VERB dad-10726 51 72 to to ADP dad-10726 51 73 better well ADJ dad-10726 51 74 or or CCONJ dad-10726 51 75 worse bad ADJ dad-10726 51 76 questions question NOUN dad-10726 51 77 . . PUNCT dad-10726 52 1 for for ADP dad-10726 52 2 instance instance NOUN dad-10726 52 3 , , PUNCT dad-10726 52 4 a a DET dad-10726 52 5 text text NOUN dad-10726 52 6 about about ADP dad-10726 52 7 art art NOUN dad-10726 52 8 in in ADP dad-10726 52 9 wikipedia wikipedia PROPN dad-10726 52 10 is be AUX dad-10726 52 11 probably probably ADV dad-10726 52 12 easier easy ADJ dad-10726 52 13 to to PART dad-10726 52 14 process process VERB dad-10726 52 15 than than ADP dad-10726 52 16 a a DET dad-10726 52 17 text text NOUN dad-10726 52 18 about about ADP dad-10726 52 19 the the DET dad-10726 52 20 same same ADJ dad-10726 52 21 subject subject NOUN dad-10726 52 22 written write VERB dad-10726 52 23 by by ADP dad-10726 52 24 experts expert NOUN dad-10726 52 25 for for ADP dad-10726 52 26 experts expert NOUN dad-10726 52 27 . . PUNCT dad-10726 53 1 since since SCONJ dad-10726 53 2 wikipedia wikipedia PROPN dad-10726 53 3 articles article NOUN dad-10726 53 4 are be AUX dad-10726 53 5 to to PART dad-10726 53 6 be be AUX dad-10726 53 7 read read VERB dad-10726 53 8 by by ADP dad-10726 53 9 everybody everybody PRON dad-10726 53 10 , , PUNCT dad-10726 53 11 they they PRON dad-10726 53 12 usually usually ADV dad-10726 53 13 have have VERB dad-10726 53 14 an an DET dad-10726 53 15 accessible accessible ADJ dad-10726 53 16 vocabulary vocabulary NOUN dad-10726 53 17 and and CCONJ dad-10726 53 18 simple simple ADJ dad-10726 53 19 syntax syntax NOUN dad-10726 53 20 ; ; PUNCT dad-10726 53 21 a a DET dad-10726 53 22 text text NOUN dad-10726 53 23 written write VERB dad-10726 53 24 by by ADP dad-10726 53 25 experts expert NOUN dad-10726 53 26 for for ADP dad-10726 53 27 experts expert NOUN dad-10726 53 28 tends tend VERB dad-10726 53 29 to to PART dad-10726 53 30 use use VERB dad-10726 53 31 specific specific ADJ dad-10726 53 32 vocabulary vocabulary NOUN dad-10726 53 33 and and CCONJ dad-10726 53 34 they they PRON dad-10726 53 35 are be AUX dad-10726 53 36 not not PART dad-10726 53 37 written write VERB dad-10726 53 38 with with ADP dad-10726 53 39 the the DET dad-10726 53 40 goal goal NOUN dad-10726 53 41 of of ADP dad-10726 53 42 being be AUX dad-10726 53 43 understood understand VERB dad-10726 53 44 by by ADP dad-10726 53 45 everyone everyone PRON dad-10726 53 46 . . PUNCT dad-10726 54 1 therefore therefore ADV dad-10726 54 2 , , PUNCT dad-10726 54 3 a a DET dad-10726 54 4 rule rule NOUN dad-10726 54 5 - - PUNCT dad-10726 54 6 based base VERB dad-10726 54 7 qg qg PROPN dad-10726 54 8 system system NOUN dad-10726 54 9 will will AUX dad-10726 54 10 probably probably ADV dad-10726 54 11 have have VERB dad-10726 54 12 more more ADJ dad-10726 54 13 difficulty difficulty NOUN dad-10726 54 14 when when SCONJ dad-10726 54 15 generating generate VERB dad-10726 54 16 plausible plausible ADJ dad-10726 54 17 questions question NOUN dad-10726 54 18 from from ADP dad-10726 54 19 149 149 NUM dad-10726 54 20 curto curto NOUN dad-10726 54 21 , , PUNCT dad-10726 54 22 mendes mende NOUN dad-10726 54 23 and and CCONJ dad-10726 54 24 coheur coheur VERB dad-10726 54 25 the the DET dad-10726 54 26 latter latter ADJ dad-10726 54 27 . . PUNCT dad-10726 55 1 therefore therefore ADV dad-10726 55 2 , , PUNCT dad-10726 55 3 in in ADP dad-10726 55 4 some some DET dad-10726 55 5 qg qg PROPN dad-10726 55 6 systems system NOUN dad-10726 55 7 ( ( PUNCT dad-10726 55 8 and and CCONJ dad-10726 55 9 as as SCONJ dad-10726 55 10 done do VERB dad-10726 55 11 in in ADP dad-10726 55 12 many many ADJ dad-10726 55 13 other other ADJ dad-10726 55 14 natural natural ADJ dad-10726 55 15 language language NOUN dad-10726 55 16 processing processing NOUN dad-10726 55 17 tasks task NOUN dad-10726 55 18 ) ) PUNCT dad-10726 55 19 , , PUNCT dad-10726 55 20 texts text NOUN dad-10726 55 21 are be AUX dad-10726 55 22 simplified simplify VERB dad-10726 55 23 in in ADP dad-10726 55 24 a a DET dad-10726 55 25 pre pre ADJ dad-10726 55 26 - - ADJ dad-10726 55 27 processing processing ADJ dad-10726 55 28 step step NOUN dad-10726 55 29 , , PUNCT dad-10726 55 30 before before ADP dad-10726 55 31 being be AUX dad-10726 55 32 used use VERB dad-10726 55 33 for for ADP dad-10726 55 34 qg qg PROPN dad-10726 55 35 . . PROPN dad-10726 56 1 for for ADP dad-10726 56 2 instance instance NOUN dad-10726 56 3 , , PUNCT dad-10726 56 4 the the DET dad-10726 56 5 approach approach NOUN dad-10726 56 6 of of ADP dad-10726 56 7 heilman heilman PROPN dad-10726 56 8 and and CCONJ dad-10726 56 9 smith smith PROPN dad-10726 56 10 ( ( PUNCT dad-10726 56 11 2010 2010 NUM dad-10726 56 12 ) ) PUNCT dad-10726 56 13 – – PUNCT dad-10726 56 14 where where SCONJ dad-10726 56 15 an an DET dad-10726 56 16 algorithm algorithm NOUN dad-10726 56 17 for for ADP dad-10726 56 18 extracting extract VERB dad-10726 56 19 simplified simplified ADJ dad-10726 56 20 sentences sentence NOUN dad-10726 56 21 from from ADP dad-10726 56 22 a a DET dad-10726 56 23 set set NOUN dad-10726 56 24 of of ADP dad-10726 56 25 syntactic syntactic ADJ dad-10726 56 26 constructions construction NOUN dad-10726 56 27 is be AUX dad-10726 56 28 presented present VERB dad-10726 56 29 – – PUNCT dad-10726 56 30 texts text NOUN dad-10726 56 31 are be AUX dad-10726 56 32 simplified simplify VERB dad-10726 56 33 before before ADP dad-10726 56 34 being be AUX dad-10726 56 35 submitted submit VERB dad-10726 56 36 to to ADP dad-10726 56 37 the the DET dad-10726 56 38 qg qg PROPN dad-10726 56 39 module module NOUN dad-10726 56 40 . . PUNCT dad-10726 57 1 authors author NOUN dad-10726 57 2 show show VERB dad-10726 57 3 that that SCONJ dad-10726 57 4 this this DET dad-10726 57 5 process process NOUN dad-10726 57 6 results result VERB dad-10726 57 7 in in ADP dad-10726 57 8 a a DET dad-10726 57 9 more more ADV dad-10726 57 10 suitable suitable ADJ dad-10726 57 11 generation generation NOUN dad-10726 57 12 of of ADP dad-10726 57 13 factoid factoid ADJ dad-10726 57 14 questions question NOUN dad-10726 57 15 . . PUNCT dad-10726 58 1 kalady kalady PROPN dad-10726 58 2 et et PROPN dad-10726 58 3 al al PROPN dad-10726 58 4 . . PROPN dad-10726 59 1 ( ( PUNCT dad-10726 59 2 2010 2010 NUM dad-10726 59 3 ) ) PUNCT dad-10726 59 4 also also ADV dad-10726 59 5 report report VERB dad-10726 59 6 a a DET dad-10726 59 7 text text NOUN dad-10726 59 8 pre pre ADJ dad-10726 59 9 - - ADJ dad-10726 59 10 processing processing ADJ dad-10726 59 11 step step NOUN dad-10726 59 12 before before ADP dad-10726 59 13 the the DET dad-10726 59 14 question question NOUN dad-10726 59 15 generation generation NOUN dad-10726 59 16 stage stage NOUN dad-10726 59 17 , , PUNCT dad-10726 59 18 where where SCONJ dad-10726 59 19 anaphora anaphora ADJ dad-10726 59 20 resolution resolution NOUN dad-10726 59 21 and and CCONJ dad-10726 59 22 pronoun pronoun NOUN dad-10726 59 23 replacement replacement NOUN dad-10726 59 24 is be AUX dad-10726 59 25 performed perform VERB dad-10726 59 26 . . PUNCT dad-10726 60 1 still still ADV dad-10726 60 2 related relate VERB dad-10726 60 3 to to ADP dad-10726 60 4 the the DET dad-10726 60 5 type type NOUN dad-10726 60 6 of of ADP dad-10726 60 7 text text NOUN dad-10726 60 8 to to PART dad-10726 60 9 be be AUX dad-10726 60 10 used use VERB dad-10726 60 11 as as ADP dad-10726 60 12 input input NOUN dad-10726 60 13 , , PUNCT dad-10726 60 14 a a DET dad-10726 60 15 change change NOUN dad-10726 60 16 in in ADP dad-10726 60 17 the the DET dad-10726 60 18 nature nature NOUN dad-10726 60 19 of of ADP dad-10726 60 20 the the DET dad-10726 60 21 information information NOUN dad-10726 60 22 source source NOUN dad-10726 60 23 can can AUX dad-10726 60 24 lead lead VERB dad-10726 60 25 to to ADP dad-10726 60 26 extensive extensive ADJ dad-10726 60 27 changes change NOUN dad-10726 60 28 in in ADP dad-10726 60 29 the the DET dad-10726 60 30 qg qg PROPN dad-10726 60 31 system system NOUN dad-10726 60 32 , , PUNCT dad-10726 60 33 as as SCONJ dad-10726 60 34 reported report VERB dad-10726 60 35 by by ADP dad-10726 60 36 chen chen PROPN dad-10726 60 37 et et PROPN dad-10726 60 38 al al PROPN dad-10726 60 39 . . PROPN dad-10726 61 1 ( ( PUNCT dad-10726 61 2 2009 2009 NUM dad-10726 61 3 ) ) PUNCT dad-10726 61 4 , , PUNCT dad-10726 61 5 the the DET dad-10726 61 6 authors author NOUN dad-10726 61 7 of of ADP dad-10726 61 8 project project NOUN dad-10726 61 9 listen listen NOUN dad-10726 61 10 ’s ’s PART dad-10726 61 11 reading read VERB dad-10726 61 12 tutor tutor NOUN dad-10726 61 13 , , PUNCT dad-10726 61 14 where where SCONJ dad-10726 61 15 an an DET dad-10726 61 16 intelligent intelligent ADJ dad-10726 61 17 tutor tutor NOUN dad-10726 61 18 tries try VERB dad-10726 61 19 to to PART dad-10726 61 20 scaffold scaffold VERB dad-10726 61 21 the the DET dad-10726 61 22 self self NOUN dad-10726 61 23 - - PUNCT dad-10726 61 24 questioning question VERB dad-10726 61 25 strategy strategy NOUN dad-10726 61 26 that that PRON dad-10726 61 27 readers reader NOUN dad-10726 61 28 usually usually ADV dad-10726 61 29 use use VERB dad-10726 61 30 when when SCONJ dad-10726 61 31 reading read VERB dad-10726 61 32 a a DET dad-10726 61 33 text text NOUN dad-10726 61 34 . . PUNCT dad-10726 62 1 chen chen PROPN dad-10726 62 2 et et PROPN dad-10726 62 3 al al PROPN dad-10726 62 4 . . PROPN dad-10726 63 1 ( ( PUNCT dad-10726 63 2 2009 2009 NUM dad-10726 63 3 ) ) PUNCT dad-10726 63 4 explain explain VERB dad-10726 63 5 the the DET dad-10726 63 6 changes change NOUN dad-10726 63 7 they they PRON dad-10726 63 8 had have VERB dad-10726 63 9 to to PART dad-10726 63 10 do do VERB dad-10726 63 11 in in ADP dad-10726 63 12 their their PRON dad-10726 63 13 approach approach NOUN dad-10726 63 14 when when SCONJ dad-10726 63 15 they they PRON dad-10726 63 16 moved move VERB dad-10726 63 17 from from ADP dad-10726 63 18 narrative narrative ADJ dad-10726 63 19 fiction fiction NOUN dad-10726 63 20 to to ADP dad-10726 63 21 information information NOUN dad-10726 63 22 texts text NOUN dad-10726 63 23 . . PUNCT dad-10726 64 1 concerning concern VERB dad-10726 64 2 resources resource NOUN dad-10726 64 3 , , PUNCT dad-10726 64 4 many many ADJ dad-10726 64 5 systems system NOUN dad-10726 64 6 perform perform VERB dad-10726 64 7 qg qg PROPN dad-10726 64 8 over over ADP dad-10726 64 9 wikipedia wikipedia PROPN dad-10726 64 10 ( ( PUNCT dad-10726 64 11 heilman heilman PROPN dad-10726 64 12 and and CCONJ dad-10726 64 13 smith smith PROPN dad-10726 64 14 2009 2009 NUM dad-10726 64 15 ) ) PUNCT dad-10726 64 16 . . PUNCT dad-10726 65 1 however however ADV dad-10726 65 2 , , PUNCT dad-10726 65 3 becker becker PROPN dad-10726 65 4 et et PROPN dad-10726 65 5 al al PROPN dad-10726 65 6 . . PROPN dad-10726 65 7 ( ( PUNCT dad-10726 65 8 2009 2009 NUM dad-10726 65 9 ) ) PUNCT dad-10726 65 10 execute execute VERB dad-10726 65 11 their their PRON dad-10726 65 12 qg qg PROPN dad-10726 65 13 system system NOUN dad-10726 65 14 over over ADP dad-10726 65 15 the the DET dad-10726 65 16 full full ADJ dad-10726 65 17 option option NOUN dad-10726 65 18 science science NOUN dad-10726 65 19 system system NOUN dad-10726 65 20 ( ( PUNCT dad-10726 65 21 foss foss PROPN dad-10726 65 22 ) ) PUNCT dad-10726 65 23 and and CCONJ dad-10726 65 24 wyse wyse PROPN dad-10726 65 25 and and CCONJ dad-10726 65 26 piwek piwek PROPN dad-10726 65 27 ( ( PUNCT dad-10726 65 28 2009 2009 NUM dad-10726 65 29 ) ) PUNCT dad-10726 65 30 draw draw VERB dad-10726 65 31 the the DET dad-10726 65 32 attention attention NOUN dad-10726 65 33 of of ADP dad-10726 65 34 the the DET dad-10726 65 35 community community NOUN dad-10726 65 36 to to ADP dad-10726 65 37 the the DET dad-10726 65 38 openlearn openlearn NOUN dad-10726 65 39 repository repository NOUN dad-10726 65 40 , , PUNCT dad-10726 65 41 which which PRON dad-10726 65 42 covers cover VERB dad-10726 65 43 a a DET dad-10726 65 44 wide wide ADJ dad-10726 65 45 range range NOUN dad-10726 65 46 of of ADP dad-10726 65 47 materials material NOUN dad-10726 65 48 ( ( PUNCT dad-10726 65 49 in in ADP dad-10726 65 50 different different ADJ dad-10726 65 51 formats format NOUN dad-10726 65 52 ) ) PUNCT dad-10726 65 53 and and CCONJ dad-10726 65 54 is be AUX dad-10726 65 55 only only ADV dad-10726 65 56 authored author VERB dad-10726 65 57 by by ADP dad-10726 65 58 experts expert NOUN dad-10726 65 59 . . PUNCT dad-10726 66 1 in in ADP dad-10726 66 2 the the DET dad-10726 66 3 latter latter ADJ dad-10726 66 4 , , PUNCT dad-10726 66 5 a a DET dad-10726 66 6 qg qg PROPN dad-10726 66 7 system system NOUN dad-10726 66 8 is be AUX dad-10726 66 9 implemented implement VERB dad-10726 66 10 , , PUNCT dad-10726 66 11 ceist ceist NOUN dad-10726 66 12 , , PUNCT dad-10726 66 13 running run VERB dad-10726 66 14 on on ADP dad-10726 66 15 the the DET dad-10726 66 16 openlearn openlearn NOUN dad-10726 66 17 repository repository NOUN dad-10726 66 18 . . PUNCT dad-10726 67 1 corpora corpora VERB dad-10726 67 2 from from ADP dad-10726 67 3 this this DET dad-10726 67 4 repository repository NOUN dad-10726 67 5 were be AUX dad-10726 67 6 also also ADV dad-10726 67 7 used use VERB dad-10726 67 8 in in ADP dad-10726 67 9 the the DET dad-10726 67 10 evaluation evaluation NOUN dad-10726 67 11 of of ADP dad-10726 67 12 the the DET dad-10726 67 13 first first ADJ dad-10726 67 14 question question NOUN dad-10726 67 15 generation generation NOUN dad-10726 67 16 shared share VERB dad-10726 67 17 task task NOUN dad-10726 67 18 and and CCONJ dad-10726 67 19 evaluation evaluation NOUN dad-10726 67 20 challenge challenge NOUN dad-10726 67 21 ( ( PUNCT dad-10726 67 22 qgstec qgstec ADJ dad-10726 67 23 2010 2010 NUM dad-10726 67 24 ) ) PUNCT dad-10726 67 25 . . PUNCT dad-10726 68 1 in in ADP dad-10726 68 2 fact fact NOUN dad-10726 68 3 , , PUNCT dad-10726 68 4 another another DET dad-10726 68 5 important important ADJ dad-10726 68 6 resource resource NOUN dad-10726 68 7 for for ADP dad-10726 68 8 the the DET dad-10726 68 9 qg qg PROPN dad-10726 68 10 community community NOUN dad-10726 68 11 are be AUX dad-10726 68 12 the the DET dad-10726 68 13 corpora corpora NOUN dad-10726 68 14 provided provide VERB dad-10726 68 15 by by ADP dad-10726 68 16 the the DET dad-10726 68 17 coda coda ADJ dad-10726 68 18 project project NOUN dad-10726 68 19 ( ( PUNCT dad-10726 68 20 piwek piwek NOUN dad-10726 68 21 and and CCONJ dad-10726 68 22 stoyanchen stoyanchen ADV dad-10726 68 23 2010 2010 NUM dad-10726 68 24 ) ) PUNCT dad-10726 68 25 where where SCONJ dad-10726 68 26 , , PUNCT dad-10726 68 27 in in ADP dad-10726 68 28 addition addition NOUN dad-10726 68 29 to to ADP dad-10726 68 30 a a DET dad-10726 68 31 development development NOUN dad-10726 68 32 / / SYM dad-10726 68 33 test test NOUN dad-10726 68 34 set set VERB dad-10726 68 35 with with ADP dad-10726 68 36 questions question NOUN dad-10726 68 37 and and CCONJ dad-10726 68 38 answers answer NOUN dad-10726 68 39 , , PUNCT dad-10726 68 40 a a DET dad-10726 68 41 dialogue dialogue NOUN dad-10726 68 42 corpus corpus NOUN dad-10726 68 43 is be AUX dad-10726 68 44 provided provide VERB dad-10726 68 45 , , PUNCT dad-10726 68 46 where where SCONJ dad-10726 68 47 segments segment NOUN dad-10726 68 48 are be AUX dad-10726 68 49 aligned align VERB dad-10726 68 50 with with ADP dad-10726 68 51 monologue monologue NOUN dad-10726 68 52 snippets snippet NOUN dad-10726 68 53 ( ( PUNCT dad-10726 68 54 with with ADP dad-10726 68 55 the the DET dad-10726 68 56 same same ADJ dad-10726 68 57 content content NOUN dad-10726 68 58 ) ) PUNCT dad-10726 68 59 . . PUNCT dad-10726 69 1 the the DET dad-10726 69 2 coda coda ADJ dad-10726 69 3 project project NOUN dad-10726 69 4 team team NOUN dad-10726 69 5 targets target VERB dad-10726 69 6 a a DET dad-10726 69 7 system system NOUN dad-10726 69 8 for for ADP dad-10726 69 9 automatically automatically ADV dad-10726 69 10 converting convert VERB dad-10726 69 11 monologue monologue NOUN dad-10726 69 12 into into ADP dad-10726 69 13 dialogue dialogue NOUN dad-10726 69 14 . . PUNCT dad-10726 70 1 in in ADP dad-10726 70 2 their their PRON dad-10726 70 3 approach approach NOUN dad-10726 70 4 , , PUNCT dad-10726 70 5 a a DET dad-10726 70 6 set set NOUN dad-10726 70 7 of of ADP dad-10726 70 8 rules rule NOUN dad-10726 70 9 maps map NOUN dad-10726 70 10 discourse discourse NOUN dad-10726 70 11 relations relation NOUN dad-10726 70 12 marked mark VERB dad-10726 70 13 in in ADP dad-10726 70 14 the the DET dad-10726 70 15 ( ( PUNCT dad-10726 70 16 monologue monologue NOUN dad-10726 70 17 ) ) PUNCT dad-10726 70 18 corpus corpus NOUN dad-10726 70 19 to to ADP dad-10726 70 20 a a DET dad-10726 70 21 sequence sequence NOUN dad-10726 70 22 of of ADP dad-10726 70 23 dialogue dialogue NOUN dad-10726 70 24 acts act NOUN dad-10726 70 25 . . PUNCT dad-10726 71 1 also also ADV dad-10726 71 2 , , PUNCT dad-10726 71 3 as as SCONJ dad-10726 71 4 suggested suggest VERB dad-10726 71 5 by by ADP dad-10726 71 6 ignatova ignatova PROPN dad-10726 71 7 et et PROPN dad-10726 71 8 al al PROPN dad-10726 71 9 . . PROPN dad-10726 72 1 ( ( PUNCT dad-10726 72 2 2008 2008 NUM dad-10726 72 3 ) ) PUNCT dad-10726 72 4 sites site NOUN dad-10726 72 5 such such ADJ dad-10726 72 6 as as ADP dad-10726 72 7 yahoo yahoo PROPN dad-10726 72 8 ! ! PUNCT dad-10726 72 9 answers4 answers4 PROPN dad-10726 73 1 or or CCONJ dad-10726 73 2 wikianswers5 wikianswers5 PROPN dad-10726 73 3 can can AUX dad-10726 73 4 have have VERB dad-10726 73 5 an an DET dad-10726 73 6 important important ADJ dad-10726 73 7 role role NOUN dad-10726 73 8 in in ADP dad-10726 73 9 qg qg PROPN dad-10726 73 10 , , PUNCT dad-10726 73 11 namely namely ADV dad-10726 73 12 in in ADP dad-10726 73 13 tasks task NOUN dad-10726 73 14 such such ADJ dad-10726 73 15 as as ADP dad-10726 73 16 generating generate VERB dad-10726 73 17 high high ADJ dad-10726 73 18 quality quality NOUN dad-10726 73 19 questions question NOUN dad-10726 73 20 from from ADP dad-10726 73 21 low low ADJ dad-10726 73 22 quality quality NOUN dad-10726 73 23 ones one NOUN dad-10726 73 24 . . PUNCT dad-10726 74 1 regarding regard VERB dad-10726 74 2 the the DET dad-10726 74 3 qg qg PROPN dad-10726 74 4 process process NOUN dad-10726 74 5 , , PUNCT dad-10726 74 6 different different ADJ dad-10726 74 7 approaches approach NOUN dad-10726 74 8 have have AUX dad-10726 74 9 been be AUX dad-10726 74 10 followed follow VERB dad-10726 74 11 . . PUNCT dad-10726 75 1 the the DET dad-10726 75 2 usage usage NOUN dad-10726 75 3 of of ADP dad-10726 75 4 patterns pattern NOUN dad-10726 75 5 to to PART dad-10726 75 6 bridge bridge VERB dad-10726 75 7 the the DET dad-10726 75 8 gap gap NOUN dad-10726 75 9 between between ADP dad-10726 75 10 the the DET dad-10726 75 11 question question NOUN dad-10726 75 12 and and CCONJ dad-10726 75 13 the the DET dad-10726 75 14 sentence sentence NOUN dad-10726 75 15 in in ADP dad-10726 75 16 which which PRON dad-10726 75 17 the the DET dad-10726 75 18 answer answer NOUN dad-10726 75 19 can can AUX dad-10726 75 20 be be AUX dad-10726 75 21 found find VERB dad-10726 75 22 is be AUX dad-10726 75 23 a a DET dad-10726 75 24 technique technique NOUN dad-10726 75 25 that that PRON dad-10726 75 26 has have AUX dad-10726 75 27 been be AUX dad-10726 75 28 extensively extensively ADV dad-10726 75 29 used use VERB dad-10726 75 30 in in ADP dad-10726 75 31 qa qa PROPN dad-10726 75 32 and and CCONJ dad-10726 75 33 in in ADP dad-10726 75 34 qg qg PROPN dad-10726 75 35 . . PUNCT dad-10726 76 1 the the DET dad-10726 76 2 main main ADJ dad-10726 76 3 idea idea NOUN dad-10726 76 4 behind behind ADP dad-10726 76 5 this this DET dad-10726 76 6 process process NOUN dad-10726 76 7 is be AUX dad-10726 76 8 that that SCONJ dad-10726 76 9 the the DET dad-10726 76 10 answer answer NOUN dad-10726 76 11 to to ADP dad-10726 76 12 a a DET dad-10726 76 13 given give VERB dad-10726 76 14 question question NOUN dad-10726 76 15 will will AUX dad-10726 76 16 probably probably ADV dad-10726 76 17 occur occur VERB dad-10726 76 18 in in ADP dad-10726 76 19 sentences sentence NOUN dad-10726 76 20 that that PRON dad-10726 76 21 contain contain VERB dad-10726 76 22 a a DET dad-10726 76 23 rewrite rewrite NOUN dad-10726 76 24 of of ADP dad-10726 76 25 the the DET dad-10726 76 26 original original ADJ dad-10726 76 27 question question NOUN dad-10726 76 28 . . PUNCT dad-10726 77 1 in in ADP dad-10726 77 2 the the DET dad-10726 77 3 qa qa PROPN dad-10726 77 4 track track NOUN dad-10726 77 5 of of ADP dad-10726 77 6 the the DET dad-10726 77 7 trec-10 trec-10 PROPN dad-10726 77 8 , , PUNCT dad-10726 77 9 the the DET dad-10726 77 10 winning win VERB dad-10726 77 11 system system NOUN dad-10726 77 12 – – PUNCT dad-10726 77 13 described describe VERB dad-10726 77 14 in in ADP dad-10726 77 15 ( ( PUNCT dad-10726 77 16 soubbotin soubbotin PROPN dad-10726 77 17 2001 2001 NUM dad-10726 77 18 ) ) PUNCT dad-10726 77 19 – – PUNCT dad-10726 77 20 presents present VERB dad-10726 77 21 an an DET dad-10726 77 22 extensive extensive ADJ dad-10726 77 23 list list NOUN dad-10726 77 24 of of ADP dad-10726 77 25 surface surface NOUN dad-10726 77 26 patterns pattern NOUN dad-10726 77 27 . . PUNCT dad-10726 78 1 the the DET dad-10726 78 2 majority majority NOUN dad-10726 78 3 of of ADP dad-10726 78 4 systems system NOUN dad-10726 78 5 that that PRON dad-10726 78 6 target target VERB dad-10726 78 7 qg qg PROPN dad-10726 78 8 also also ADV dad-10726 78 9 follow follow VERB dad-10726 78 10 this this DET dad-10726 78 11 line line NOUN dad-10726 78 12 of of ADP dad-10726 78 13 work work NOUN dad-10726 78 14 and and CCONJ dad-10726 78 15 are be AUX dad-10726 78 16 based base VERB dad-10726 78 17 on on ADP dad-10726 78 18 handmade handmade ADJ dad-10726 78 19 rules rule NOUN dad-10726 78 20 that that PRON dad-10726 78 21 rely rely VERB dad-10726 78 22 on on ADP dad-10726 78 23 pattern pattern NOUN dad-10726 78 24 matching match VERB dad-10726 78 25 to to PART dad-10726 78 26 generate generate VERB dad-10726 78 27 questions question NOUN dad-10726 78 28 . . PUNCT dad-10726 79 1 for for ADP dad-10726 79 2 instance instance NOUN dad-10726 79 3 , , PUNCT dad-10726 79 4 in in ADP dad-10726 79 5 ( ( PUNCT dad-10726 79 6 chen chen PROPN dad-10726 79 7 et et PROPN dad-10726 79 8 al al PROPN dad-10726 79 9 . . PROPN dad-10726 79 10 2009 2009 NUM dad-10726 79 11 ) ) PUNCT dad-10726 79 12 , , PUNCT dad-10726 79 13 after after ADP dad-10726 79 14 the the DET dad-10726 79 15 identification identification NOUN dad-10726 79 16 of of ADP dad-10726 79 17 key key ADJ dad-10726 79 18 points point NOUN dad-10726 79 19 , , PUNCT dad-10726 79 20 a a DET dad-10726 79 21 situation situation NOUN dad-10726 79 22 model model NOUN dad-10726 79 23 is be AUX dad-10726 79 24 built build VERB dad-10726 79 25 and and CCONJ dad-10726 79 26 question question NOUN dad-10726 79 27 templates template NOUN dad-10726 79 28 are be AUX dad-10726 79 29 used use VERB dad-10726 79 30 to to PART dad-10726 79 31 generate generate VERB dad-10726 79 32 questions question NOUN dad-10726 79 33 from from ADP dad-10726 79 34 those those DET dad-10726 79 35 situation situation NOUN dad-10726 79 36 models model NOUN dad-10726 79 37 . . PUNCT dad-10726 80 1 the the DET dad-10726 80 2 ceist ceist NOUN dad-10726 80 3 system system NOUN dad-10726 80 4 described describe VERB dad-10726 80 5 in in ADP dad-10726 80 6 ( ( PUNCT dad-10726 80 7 wyse wyse NOUN dad-10726 80 8 and and CCONJ dad-10726 80 9 piwek piwek PROPN dad-10726 80 10 2009 2009 NUM dad-10726 80 11 ) ) PUNCT dad-10726 80 12 uses use VERB dad-10726 80 13 syntactic syntactic ADJ dad-10726 80 14 patterns pattern NOUN dad-10726 80 15 and and CCONJ dad-10726 80 16 a a DET dad-10726 80 17 tool tool NOUN dad-10726 80 18 called call VERB dad-10726 80 19 tregex tregex NOUN dad-10726 80 20 ( ( PUNCT dad-10726 80 21 levy levy NOUN dad-10726 80 22 and and CCONJ dad-10726 80 23 andrew andrew PROPN dad-10726 80 24 2006 2006 NUM dad-10726 80 25 ) ) PUNCT dad-10726 80 26 that that PRON dad-10726 80 27 receives receive VERB dad-10726 80 28 as as ADP dad-10726 80 29 input input NOUN dad-10726 80 30 a a DET dad-10726 80 31 set set NOUN dad-10726 80 32 of of ADP dad-10726 80 33 hand hand NOUN dad-10726 80 34 - - PUNCT dad-10726 80 35 crafted craft VERB dad-10726 80 36 rules rule NOUN dad-10726 80 37 and and CCONJ dad-10726 80 38 matches match VERB dad-10726 80 39 these these DET dad-10726 80 40 rules rule NOUN dad-10726 80 41 against against ADP dad-10726 80 42 the the DET dad-10726 80 43 parsed parse VERB dad-10726 80 44 text text NOUN dad-10726 80 45 , , PUNCT dad-10726 80 46 generating generate VERB dad-10726 80 47 , , PUNCT dad-10726 80 48 in in ADP dad-10726 80 49 this this DET dad-10726 80 50 way way NOUN dad-10726 80 51 , , PUNCT dad-10726 80 52 questions question NOUN dad-10726 80 53 ( ( PUNCT dad-10726 80 54 and and CCONJ dad-10726 80 55 answers answer NOUN dad-10726 80 56 ) ) PUNCT dad-10726 80 57 . . PUNCT dad-10726 81 1 kalady kalady PROPN dad-10726 81 2 et et PROPN dad-10726 81 3 al al PROPN dad-10726 81 4 . . PROPN dad-10726 82 1 ( ( PUNCT dad-10726 82 2 2010 2010 NUM dad-10726 82 3 ) ) PUNCT dad-10726 82 4 bases base VERB dad-10726 82 5 their their PRON dad-10726 82 6 qg qg PROPN dad-10726 82 7 process process NOUN dad-10726 82 8 in in ADP dad-10726 82 9 up up NOUN dad-10726 82 10 - - PUNCT dad-10726 82 11 keys key NOUN dad-10726 82 12 – – PUNCT dad-10726 82 13 that that PRON dad-10726 82 14 are be AUX dad-10726 82 15 significant significant ADJ dad-10726 82 16 phrases phrase NOUN dad-10726 82 17 in in ADP dad-10726 82 18 documents document NOUN dad-10726 82 19 – – PUNCT dad-10726 82 20 in in ADP dad-10726 82 21 parse parse NOUN dad-10726 82 22 tree tree NOUN dad-10726 82 23 manipulation manipulation NOUN dad-10726 82 24 and and CCONJ dad-10726 82 25 named name VERB dad-10726 82 26 entity entity NOUN dad-10726 82 27 recognition recognition NOUN dad-10726 82 28 ( ( PUNCT dad-10726 82 29 ner ner NOUN dad-10726 82 30 ) ) PUNCT dad-10726 82 31 . . PUNCT dad-10726 83 1 up up NOUN dad-10726 83 2 - - PUNCT dad-10726 83 3 keys key NOUN dad-10726 83 4 are be AUX dad-10726 83 5 used use VERB dad-10726 83 6 to to PART dad-10726 83 7 generate generate VERB dad-10726 83 8 definitional definitional ADJ dad-10726 83 9 questions question NOUN dad-10726 83 10 ; ; PUNCT dad-10726 83 11 tregex tregex NOUN dad-10726 83 12 is be AUX dad-10726 83 13 , , PUNCT dad-10726 83 14 again again ADV dad-10726 83 15 , , PUNCT dad-10726 83 16 used use VERB dad-10726 83 17 for for ADP dad-10726 83 18 parse parse NOUN dad-10726 83 19 tree tree NOUN dad-10726 83 20 manipulation manipulation NOUN dad-10726 83 21 ( ( PUNCT dad-10726 83 22 as as ADV dad-10726 83 23 well well ADV dad-10726 83 24 as as ADP dad-10726 83 25 tsurgeon tsurgeon NOUN dad-10726 83 26 ( ( PUNCT dad-10726 83 27 levy levy NOUN dad-10726 83 28 and and CCONJ dad-10726 83 29 andrew andrew PROPN dad-10726 83 30 2006 2006 NUM dad-10726 83 31 ) ) PUNCT dad-10726 83 32 ) ) PUNCT dad-10726 83 33 ; ; PUNCT dad-10726 83 34 named name VERB dad-10726 83 35 entities entity NOUN dad-10726 83 36 are be AUX dad-10726 83 37 used use VERB dad-10726 83 38 to to PART dad-10726 83 39 generate generate VERB dad-10726 83 40 factoid factoid ADJ dad-10726 83 41 questions question NOUN dad-10726 83 42 , , PUNCT dad-10726 83 43 according accord VERB dad-10726 83 44 to to ADP dad-10726 83 45 their their PRON dad-10726 83 46 semantics semantic NOUN dad-10726 83 47 . . PUNCT dad-10726 84 1 for for ADP dad-10726 84 2 instance instance NOUN dad-10726 84 3 , , PUNCT dad-10726 84 4 if if SCONJ dad-10726 84 5 a a DET dad-10726 84 6 named name VERB dad-10726 84 7 4 4 NUM dad-10726 84 8 . . PUNCT dad-10726 85 1 http://answers.yahoo.com/ http://answers.yahoo.com/ PROPN dad-10726 85 2 5 5 NUM dad-10726 85 3 . . PUNCT dad-10726 86 1 http://wiki.answers.com/ http://wiki.answers.com/ NOUN dad-10726 86 2 150 150 NUM dad-10726 86 3 question question NOUN dad-10726 86 4 generation generation NOUN dad-10726 86 5 with with ADP dad-10726 86 6 the the DET dad-10726 86 7 - - PUNCT dad-10726 86 8 mentor mentor NOUN dad-10726 86 9 entity entity NOUN dad-10726 86 10 of of ADP dad-10726 86 11 type type NOUN dad-10726 86 12 people people NOUN dad-10726 86 13 is be AUX dad-10726 86 14 detected detect VERB dad-10726 86 15 , , PUNCT dad-10726 86 16 a a PRON dad-10726 86 17 who who PRON dad-10726 86 18 - - PUNCT dad-10726 86 19 question question NOUN dad-10726 86 20 is be AUX dad-10726 86 21 triggered trigger VERB dad-10726 86 22 ( ( PUNCT dad-10726 86 23 if if SCONJ dad-10726 86 24 some some DET dad-10726 86 25 conditions condition NOUN dad-10726 86 26 are be AUX dad-10726 86 27 verified verify VERB dad-10726 86 28 ) ) PUNCT dad-10726 86 29 . . PUNCT dad-10726 87 1 heilman heilman PROPN dad-10726 87 2 and and CCONJ dad-10726 87 3 smith smith PROPN dad-10726 87 4 ( ( PUNCT dad-10726 87 5 2009 2009 NUM dad-10726 87 6 ) ) PUNCT dad-10726 87 7 also also ADV dad-10726 87 8 consider consider VERB dad-10726 87 9 a a DET dad-10726 87 10 transformation transformation NOUN dad-10726 87 11 process process NOUN dad-10726 87 12 in in ADP dad-10726 87 13 order order NOUN dad-10726 87 14 to to PART dad-10726 87 15 generate generate VERB dad-10726 87 16 questions question NOUN dad-10726 87 17 . . PUNCT dad-10726 88 1 considering consider VERB dad-10726 88 2 the the DET dad-10726 88 3 evaluation evaluation NOUN dad-10726 88 4 of of ADP dad-10726 88 5 qg qg PROPN dad-10726 88 6 systems system NOUN dad-10726 88 7 , , PUNCT dad-10726 88 8 several several ADJ dad-10726 88 9 methods method NOUN dad-10726 88 10 have have AUX dad-10726 88 11 been be AUX dad-10726 88 12 proposed propose VERB dad-10726 88 13 . . PUNCT dad-10726 89 1 chen chen PROPN dad-10726 89 2 et et PROPN dad-10726 89 3 al al PROPN dad-10726 89 4 . . PROPN dad-10726 89 5 ( ( PUNCT dad-10726 89 6 2009 2009 NUM dad-10726 89 7 ) ) PUNCT dad-10726 89 8 , , PUNCT dad-10726 89 9 for for ADP dad-10726 89 10 instance instance NOUN dad-10726 89 11 , , PUNCT dad-10726 89 12 classify classify VERB dad-10726 89 13 the the DET dad-10726 89 14 generated generate VERB dad-10726 89 15 questions question NOUN dad-10726 89 16 as as ADP dad-10726 89 17 plausible plausible ADJ dad-10726 89 18 or or CCONJ dad-10726 89 19 implausible implausible ADJ dad-10726 89 20 , , PUNCT dad-10726 89 21 according accord VERB dad-10726 89 22 to to ADP dad-10726 89 23 their their PRON dad-10726 89 24 grammatical grammatical ADJ dad-10726 89 25 correctness correctness NOUN dad-10726 89 26 and and CCONJ dad-10726 89 27 if if SCONJ dad-10726 89 28 they they PRON dad-10726 89 29 make make VERB dad-10726 89 30 sense sense NOUN dad-10726 89 31 in in ADP dad-10726 89 32 the the DET dad-10726 89 33 context context NOUN dad-10726 89 34 of of ADP dad-10726 89 35 the the DET dad-10726 89 36 text text NOUN dad-10726 89 37 . . PUNCT dad-10726 90 1 becker becker PROPN dad-10726 90 2 et et PROPN dad-10726 90 3 al al PROPN dad-10726 90 4 . . PROPN dad-10726 91 1 ( ( PUNCT dad-10726 91 2 2009 2009 NUM dad-10726 91 3 ) ) PUNCT dad-10726 91 4 give give VERB dad-10726 91 5 a a DET dad-10726 91 6 detailed detailed ADJ dad-10726 91 7 evaluation evaluation NOUN dad-10726 91 8 of of ADP dad-10726 91 9 their their PRON dad-10726 91 10 work work NOUN dad-10726 91 11 , , PUNCT dad-10726 91 12 where where SCONJ dad-10726 91 13 automatically automatically ADV dad-10726 91 14 generated generate VERB dad-10726 91 15 questions question NOUN dad-10726 91 16 are be AUX dad-10726 91 17 compared compare VERB dad-10726 91 18 against against ADP dad-10726 91 19 questions question NOUN dad-10726 91 20 generated generate VERB dad-10726 91 21 by by ADP dad-10726 91 22 humans human NOUN dad-10726 91 23 ( ( PUNCT dad-10726 91 24 experts expert NOUN dad-10726 91 25 and and CCONJ dad-10726 91 26 not not PART dad-10726 91 27 experts expert NOUN dad-10726 91 28 ) ) PUNCT dad-10726 91 29 . . PUNCT dad-10726 92 1 they they PRON dad-10726 92 2 concluded conclude VERB dad-10726 92 3 that that SCONJ dad-10726 92 4 questions question NOUN dad-10726 92 5 from from ADP dad-10726 92 6 human human ADJ dad-10726 92 7 tutors tutor NOUN dad-10726 92 8 outscore outscore VERB dad-10726 92 9 their their PRON dad-10726 92 10 system system NOUN dad-10726 92 11 . . PUNCT dad-10726 93 1 the the DET dad-10726 93 2 computer computer NOUN dad-10726 93 3 - - PUNCT dad-10726 93 4 aided aid VERB dad-10726 93 5 environment environment NOUN dad-10726 93 6 for for ADP dad-10726 93 7 generating generate VERB dad-10726 93 8 multiple multiple ADJ dad-10726 93 9 - - PUNCT dad-10726 93 10 choice choice NOUN dad-10726 93 11 test test NOUN dad-10726 93 12 items item NOUN dad-10726 93 13 , , PUNCT dad-10726 93 14 described describe VERB dad-10726 93 15 in in ADP dad-10726 93 16 mitkov mitkov PROPN dad-10726 93 17 et et PROPN dad-10726 93 18 al al PROPN dad-10726 93 19 . . PROPN dad-10726 93 20 ( ( PUNCT dad-10726 93 21 2006 2006 NUM dad-10726 93 22 ) ) PUNCT dad-10726 93 23 also also ADV dad-10726 93 24 proposes propose VERB dad-10726 93 25 a a DET dad-10726 93 26 similar similar ADJ dad-10726 93 27 evaluation evaluation NOUN dad-10726 93 28 , , PUNCT dad-10726 93 29 where where SCONJ dad-10726 93 30 multiplechoice multiplechoice NOUN dad-10726 93 31 tests test NOUN dad-10726 93 32 generated generate VERB dad-10726 93 33 by by ADP dad-10726 93 34 humans human NOUN dad-10726 93 35 are be AUX dad-10726 93 36 compared compare VERB dad-10726 93 37 with with ADP dad-10726 93 38 the the DET dad-10726 93 39 ones one NOUN dad-10726 93 40 generated generate VERB dad-10726 93 41 by by ADP dad-10726 93 42 their their PRON dad-10726 93 43 system system NOUN dad-10726 93 44 . . PUNCT dad-10726 94 1 the the DET dad-10726 94 2 authors author NOUN dad-10726 94 3 start start VERB dad-10726 94 4 by by ADP dad-10726 94 5 identifying identify VERB dad-10726 94 6 and and CCONJ dad-10726 94 7 extracting extract VERB dad-10726 94 8 key key ADJ dad-10726 94 9 - - PUNCT dad-10726 94 10 terms term NOUN dad-10726 94 11 from from ADP dad-10726 94 12 the the DET dad-10726 94 13 source source NOUN dad-10726 94 14 corpora corpora NOUN dad-10726 94 15 , , PUNCT dad-10726 94 16 using use VERB dad-10726 94 17 regular regular ADJ dad-10726 94 18 expressions expression NOUN dad-10726 94 19 that that PRON dad-10726 94 20 match match VERB dad-10726 94 21 nouns noun NOUN dad-10726 94 22 and and CCONJ dad-10726 94 23 noun noun NOUN dad-10726 94 24 - - PUNCT dad-10726 94 25 phrases phrase NOUN dad-10726 94 26 ; ; PUNCT dad-10726 94 27 afterwards afterwards ADV dad-10726 94 28 , , PUNCT dad-10726 94 29 question question NOUN dad-10726 94 30 generation generation NOUN dad-10726 94 31 rules rule NOUN dad-10726 94 32 are be AUX dad-10726 94 33 applied apply VERB dad-10726 94 34 to to ADP dad-10726 94 35 sentences sentence NOUN dad-10726 94 36 with with ADP dad-10726 94 37 specific specific ADJ dad-10726 94 38 structures structure NOUN dad-10726 94 39 ; ; PUNCT dad-10726 94 40 finally finally ADV dad-10726 94 41 , , PUNCT dad-10726 94 42 a a DET dad-10726 94 43 filter filter NOUN dad-10726 94 44 assures assure VERB dad-10726 94 45 the the DET dad-10726 94 46 grammatical grammatical ADJ dad-10726 94 47 correctness correctness NOUN dad-10726 94 48 of of ADP dad-10726 94 49 the the DET dad-10726 94 50 questions question NOUN dad-10726 94 51 , , PUNCT dad-10726 94 52 although although SCONJ dad-10726 94 53 in in ADP dad-10726 94 54 a a DET dad-10726 94 55 post post ADJ dad-10726 94 56 - - ADJ dad-10726 94 57 editing edit VERB dad-10726 94 58 phase phase NOUN dad-10726 94 59 , , PUNCT dad-10726 94 60 results result NOUN dad-10726 94 61 are be AUX dad-10726 94 62 revised revise VERB dad-10726 94 63 by by ADP dad-10726 94 64 human human ADJ dad-10726 94 65 assessors assessor NOUN dad-10726 94 66 . . PUNCT dad-10726 95 1 this this DET dad-10726 95 2 system system NOUN dad-10726 95 3 was be AUX dad-10726 95 4 later later ADV dad-10726 95 5 adapted adapt VERB dad-10726 95 6 to to ADP dad-10726 95 7 the the DET dad-10726 95 8 medical medical ADJ dad-10726 95 9 domain domain NOUN dad-10726 95 10 ( ( PUNCT dad-10726 95 11 karamanis karamanis PROPN dad-10726 95 12 et et PROPN dad-10726 95 13 al al PROPN dad-10726 95 14 . . PROPN dad-10726 95 15 2006 2006 NUM dad-10726 95 16 ) ) PUNCT dad-10726 95 17 . . PUNCT dad-10726 96 1 the the DET dad-10726 96 2 work work NOUN dad-10726 96 3 described describe VERB dad-10726 96 4 by by ADP dad-10726 96 5 heilman heilman PROPN dad-10726 96 6 and and CCONJ dad-10726 96 7 smith smith PROPN dad-10726 96 8 ( ( PUNCT dad-10726 96 9 2009 2009 NUM dad-10726 96 10 ) ) PUNCT dad-10726 96 11 should should AUX dad-10726 96 12 also also ADV dad-10726 96 13 be be AUX dad-10726 96 14 mentioned mention VERB dad-10726 96 15 , , PUNCT dad-10726 96 16 as as SCONJ dad-10726 96 17 they they PRON dad-10726 96 18 propose propose VERB dad-10726 96 19 a a DET dad-10726 96 20 method method NOUN dad-10726 96 21 to to PART dad-10726 96 22 rank rank VERB dad-10726 96 23 generated generate VERB dad-10726 96 24 questions question NOUN dad-10726 96 25 , , PUNCT dad-10726 96 26 instead instead ADV dad-10726 96 27 of of ADP dad-10726 96 28 classifying classify VERB dad-10726 96 29 them they PRON dad-10726 96 30 . . PUNCT dad-10726 97 1 3 3 X dad-10726 97 2 . . X dad-10726 97 3 learning learn VERB dad-10726 97 4 patterns pattern NOUN dad-10726 97 5 in in ADP dad-10726 97 6 the the DET dad-10726 97 7 - - PUNCT dad-10726 97 8 mentor mentor NOUN dad-10726 97 9 , , PUNCT dad-10726 97 10 a a DET dad-10726 97 11 set set NOUN dad-10726 97 12 of of ADP dad-10726 97 13 question question NOUN dad-10726 97 14 / / SYM dad-10726 97 15 answer answer NOUN dad-10726 97 16 pairs pair NOUN dad-10726 97 17 is be AUX dad-10726 97 18 used use VERB dad-10726 97 19 to to PART dad-10726 97 20 create create VERB dad-10726 97 21 the the DET dad-10726 97 22 seeds seed NOUN dad-10726 97 23 that that PRON dad-10726 97 24 will will AUX dad-10726 97 25 be be AUX dad-10726 97 26 the the DET dad-10726 97 27 input input NOUN dad-10726 97 28 of of ADP dad-10726 97 29 a a DET dad-10726 97 30 pattern pattern NOUN dad-10726 97 31 learning learn VERB dad-10726 97 32 process process NOUN dad-10726 97 33 . . PUNCT dad-10726 98 1 its its PRON dad-10726 98 2 pattern pattern NOUN dad-10726 98 3 learning learn VERB dad-10726 98 4 algorithm algorithm NOUN dad-10726 98 5 is be AUX dad-10726 98 6 similar similar ADJ dad-10726 98 7 to to ADP dad-10726 98 8 the the DET dad-10726 98 9 one one NOUN dad-10726 98 10 described describe VERB dad-10726 98 11 by by ADP dad-10726 98 12 ravichandran ravichandran NOUN dad-10726 98 13 and and CCONJ dad-10726 98 14 hovy hovy INTJ dad-10726 98 15 ( ( PUNCT dad-10726 98 16 2002 2002 NUM dad-10726 98 17 ) ) PUNCT dad-10726 98 18 . . PUNCT dad-10726 99 1 for for ADP dad-10726 99 2 a a DET dad-10726 99 3 given give VERB dad-10726 99 4 question question NOUN dad-10726 99 5 category category NOUN dad-10726 99 6 , , PUNCT dad-10726 99 7 their their PRON dad-10726 99 8 algorithm algorithm NOUN dad-10726 99 9 learns learn VERB dad-10726 99 10 lexical lexical ADJ dad-10726 99 11 patterns pattern NOUN dad-10726 99 12 ( ( PUNCT dad-10726 99 13 instead instead ADV dad-10726 99 14 , , PUNCT dad-10726 99 15 our our PRON dad-10726 99 16 patterns pattern NOUN dad-10726 99 17 also also ADV dad-10726 99 18 contain contain VERB dad-10726 99 19 syntactic syntactic ADJ dad-10726 99 20 information information NOUN dad-10726 99 21 ) ) PUNCT dad-10726 99 22 between between ADP dad-10726 99 23 two two NUM dad-10726 99 24 entities entity NOUN dad-10726 99 25 : : PUNCT dad-10726 99 26 a a DET dad-10726 99 27 question question NOUN dad-10726 99 28 term term NOUN dad-10726 99 29 and and CCONJ dad-10726 99 30 the the DET dad-10726 99 31 answer answer ADJ dad-10726 99 32 term term NOUN dad-10726 99 33 . . PUNCT dad-10726 100 1 these these DET dad-10726 100 2 entities entity NOUN dad-10726 100 3 are be AUX dad-10726 100 4 submitted submit VERB dad-10726 100 5 to to ADP dad-10726 100 6 altavista altavista PROPN dad-10726 100 7 and and CCONJ dad-10726 100 8 , , PUNCT dad-10726 100 9 from from ADP dad-10726 100 10 the the DET dad-10726 100 11 1000 1000 NUM dad-10726 100 12 top top ADJ dad-10726 100 13 retrieved retrieve VERB dad-10726 100 14 documents document NOUN dad-10726 100 15 , , PUNCT dad-10726 100 16 the the DET dad-10726 100 17 ones one NOUN dad-10726 100 18 containing contain VERB dad-10726 100 19 both both DET dad-10726 100 20 terms term NOUN dad-10726 100 21 are be AUX dad-10726 100 22 kept keep VERB dad-10726 100 23 . . PUNCT dad-10726 101 1 the the DET dad-10726 101 2 patterns pattern NOUN dad-10726 101 3 are be AUX dad-10726 101 4 the the DET dad-10726 101 5 longest long ADJ dad-10726 101 6 matching matching NOUN dad-10726 101 7 substrings substring NOUN dad-10726 101 8 extracted extract VERB dad-10726 101 9 from from ADP dad-10726 101 10 these these DET dad-10726 101 11 documents document NOUN dad-10726 101 12 , , PUNCT dad-10726 101 13 given give VERB dad-10726 101 14 that that SCONJ dad-10726 101 15 the the DET dad-10726 101 16 question question NOUN dad-10726 101 17 term term NOUN dad-10726 101 18 and and CCONJ dad-10726 101 19 the the DET dad-10726 101 20 answer answer ADJ dad-10726 101 21 term term NOUN dad-10726 101 22 are be AUX dad-10726 101 23 replaced replace VERB dad-10726 101 24 by by ADP dad-10726 101 25 the the DET dad-10726 101 26 tokens token NOUN dad-10726 101 27 < < X dad-10726 101 28 name name X dad-10726 101 29 > > X dad-10726 101 30 and and CCONJ dad-10726 101 31 < < AUX dad-10726 101 32 answer answer NOUN dad-10726 101 33 > > X dad-10726 101 34 , , PUNCT dad-10726 101 35 respectively respectively ADV dad-10726 101 36 . . PUNCT dad-10726 102 1 for for ADP dad-10726 102 2 instance instance NOUN dad-10726 102 3 , , PUNCT dad-10726 102 4 for for ADP dad-10726 102 5 the the DET dad-10726 102 6 category category NOUN dad-10726 102 7 birthdate birthdate NOUN dad-10726 102 8 , , PUNCT dad-10726 102 9 a a DET dad-10726 102 10 learned learn VERB dad-10726 102 11 pattern pattern NOUN dad-10726 102 12 is be AUX dad-10726 102 13 < < X dad-10726 102 14 name name X dad-10726 102 15 > > X dad-10726 102 16 was be AUX dad-10726 102 17 born bear VERB dad-10726 102 18 in in ADP dad-10726 102 19 < < X dad-10726 102 20 answer answer NOUN dad-10726 102 21 > > PUNCT dad-10726 102 22 . . PUNCT dad-10726 103 1 some some DET dad-10726 103 2 examples example NOUN dad-10726 103 3 of of ADP dad-10726 103 4 this this DET dad-10726 103 5 line line NOUN dad-10726 103 6 of of ADP dad-10726 103 7 work work NOUN dad-10726 103 8 are be AUX dad-10726 103 9 the the DET dad-10726 103 10 qa qa PROPN dad-10726 103 11 systems system NOUN dad-10726 103 12 described describe VERB dad-10726 103 13 by by ADP dad-10726 103 14 brill brill PROPN dad-10726 103 15 et et PROPN dad-10726 103 16 al al PROPN dad-10726 103 17 . . PROPN dad-10726 104 1 ( ( PUNCT dad-10726 104 2 2002 2002 NUM dad-10726 104 3 ) ) PUNCT dad-10726 104 4 and and CCONJ dad-10726 104 5 figueroa figueroa PROPN dad-10726 104 6 and and CCONJ dad-10726 104 7 neumann neumann PROPN dad-10726 104 8 ( ( PUNCT dad-10726 104 9 2008 2008 NUM dad-10726 104 10 ) ) PUNCT dad-10726 104 11 . . PUNCT dad-10726 105 1 the the DET dad-10726 105 2 former former ADJ dad-10726 105 3 bases basis NOUN dad-10726 105 4 the the DET dad-10726 105 5 performance performance NOUN dad-10726 105 6 of of ADP dad-10726 105 7 the the DET dad-10726 105 8 qa qa PROPN dad-10726 105 9 system system NOUN dad-10726 105 10 askmsr askmsr NOUN dad-10726 105 11 on on ADP dad-10726 105 12 manually manually ADV dad-10726 105 13 created create VERB dad-10726 105 14 rewrite rewrite NOUN dad-10726 105 15 rules rule NOUN dad-10726 105 16 which which PRON dad-10726 105 17 are be AUX dad-10726 105 18 likely likely ADJ dad-10726 105 19 substrings substring NOUN dad-10726 105 20 of of ADP dad-10726 105 21 declarative declarative ADJ dad-10726 105 22 answers answer NOUN dad-10726 105 23 to to ADP dad-10726 105 24 questions question NOUN dad-10726 105 25 ; ; PUNCT dad-10726 105 26 the the DET dad-10726 105 27 latter latter ADJ dad-10726 105 28 searches search NOUN dad-10726 105 29 for for ADP dad-10726 105 30 possible possible ADJ dad-10726 105 31 answers answer NOUN dad-10726 105 32 by by ADP dad-10726 105 33 analysing analyse VERB dad-10726 105 34 substrings substring NOUN dad-10726 105 35 that that PRON dad-10726 105 36 have have VERB dad-10726 105 37 similar similar ADJ dad-10726 105 38 contexts context NOUN dad-10726 105 39 of of ADP dad-10726 105 40 already already ADV dad-10726 105 41 known know VERB dad-10726 105 42 answers answer NOUN dad-10726 105 43 and and CCONJ dad-10726 105 44 uses use VERB dad-10726 105 45 genetic genetic ADJ dad-10726 105 46 algorithms algorithm NOUN dad-10726 105 47 in in ADP dad-10726 105 48 the the DET dad-10726 105 49 process process NOUN dad-10726 105 50 . . PUNCT dad-10726 106 1 brill brill VERB dad-10726 106 2 et et PROPN dad-10726 106 3 al al PROPN dad-10726 106 4 . . PROPN dad-10726 107 1 ( ( PUNCT dad-10726 107 2 2002 2002 NUM dad-10726 107 3 ) ) PUNCT dad-10726 107 4 also also ADV dad-10726 107 5 explain explain VERB dad-10726 107 6 the the DET dad-10726 107 7 need need NOUN dad-10726 107 8 to to PART dad-10726 107 9 produce produce VERB dad-10726 107 10 less less ADV dad-10726 107 11 precise precise ADJ dad-10726 107 12 rewrites rewrite NOUN dad-10726 107 13 , , PUNCT dad-10726 107 14 since since SCONJ dad-10726 107 15 the the DET dad-10726 107 16 correct correct ADJ dad-10726 107 17 ones one NOUN dad-10726 107 18 did do AUX dad-10726 107 19 not not PART dad-10726 107 20 match match VERB dad-10726 107 21 any any DET dad-10726 107 22 document document NOUN dad-10726 107 23 . . PUNCT dad-10726 108 1 we we PRON dad-10726 108 2 also also ADV dad-10726 108 3 feel feel VERB dad-10726 108 4 this this DET dad-10726 108 5 need need NOUN dad-10726 108 6 and and CCONJ dad-10726 108 7 the the DET dad-10726 108 8 - - PUNCT dad-10726 108 9 mentor mentor NOUN dad-10726 108 10 also also ADV dad-10726 108 11 accepts accept VERB dad-10726 108 12 patterns pattern NOUN dad-10726 108 13 that that PRON dad-10726 108 14 do do AUX dad-10726 108 15 not not PART dad-10726 108 16 match match VERB dad-10726 108 17 all all DET dad-10726 108 18 the the DET dad-10726 108 19 components component NOUN dad-10726 108 20 of of ADP dad-10726 108 21 the the DET dad-10726 108 22 question question NOUN dad-10726 108 23 . . PUNCT dad-10726 109 1 in in ADP dad-10726 109 2 the the DET dad-10726 109 3 following follow VERB dad-10726 109 4 section section NOUN dad-10726 109 5 we we PRON dad-10726 109 6 describe describe VERB dad-10726 109 7 the the DET dad-10726 109 8 component component NOUN dad-10726 109 9 responsible responsible ADJ dad-10726 109 10 for for ADP dad-10726 109 11 learning learn VERB dad-10726 109 12 lexico lexico ADJ dad-10726 109 13 - - PUNCT dad-10726 109 14 syntactic syntactic ADJ dad-10726 109 15 patterns pattern NOUN dad-10726 109 16 in in ADP dad-10726 109 17 the the DET dad-10726 109 18 - - PUNCT dad-10726 109 19 mentor mentor NOUN dad-10726 109 20 . . PUNCT dad-10726 110 1 we we PRON dad-10726 110 2 start start VERB dad-10726 110 3 by by ADP dad-10726 110 4 explaining explain VERB dad-10726 110 5 how how SCONJ dad-10726 110 6 the the DET dad-10726 110 7 - - PUNCT dad-10726 110 8 mentor mentor NOUN dad-10726 110 9 builds build VERB dad-10726 110 10 seed seed NOUN dad-10726 110 11 / / SYM dad-10726 110 12 validation validation NOUN dad-10726 110 13 pairs pair NOUN dad-10726 110 14 that that PRON dad-10726 110 15 originate originate VERB dad-10726 110 16 the the DET dad-10726 110 17 patterns pattern NOUN dad-10726 110 18 . . PUNCT dad-10726 111 1 afterwards afterwards ADV dad-10726 111 2 , , PUNCT dad-10726 111 3 we we PRON dad-10726 111 4 present present VERB dad-10726 111 5 the the DET dad-10726 111 6 actual actual ADJ dad-10726 111 7 process process NOUN dad-10726 111 8 of of ADP dad-10726 111 9 pattern pattern NOUN dad-10726 111 10 learning learn VERB dad-10726 111 11 and and CCONJ dad-10726 111 12 describe describe VERB dad-10726 111 13 the the DET dad-10726 111 14 three three NUM dad-10726 111 15 types type NOUN dad-10726 111 16 of of ADP dad-10726 111 17 learned learn VERB dad-10726 111 18 patterns pattern NOUN dad-10726 111 19 : : PUNCT dad-10726 111 20 strong strong ADJ dad-10726 111 21 , , PUNCT dad-10726 111 22 inflected inflected ADJ dad-10726 111 23 and and CCONJ dad-10726 111 24 weak weak ADJ dad-10726 111 25 . . PUNCT dad-10726 112 1 finally finally ADV dad-10726 112 2 , , PUNCT dad-10726 112 3 we we PRON dad-10726 112 4 end end VERB dad-10726 112 5 with with ADP dad-10726 112 6 a a DET dad-10726 112 7 description description NOUN dad-10726 112 8 of of ADP dad-10726 112 9 how how SCONJ dad-10726 112 10 the the DET dad-10726 112 11 learned learn VERB dad-10726 112 12 patterns pattern NOUN dad-10726 112 13 are be AUX dad-10726 112 14 validated validate VERB dad-10726 112 15 . . PUNCT dad-10726 113 1 3.1 3.1 NUM dad-10726 113 2 building building NOUN dad-10726 113 3 seed seed NOUN dad-10726 113 4 / / SYM dad-10726 113 5 validation validation NOUN dad-10726 113 6 pairs pair VERB dad-10726 113 7 the the DET dad-10726 113 8 - - PUNCT dad-10726 113 9 mentor mentor NOUN dad-10726 113 10 starts start NOUN dad-10726 113 11 by by ADP dad-10726 113 12 building build VERB dad-10726 113 13 a a DET dad-10726 113 14 group group NOUN dad-10726 113 15 of of ADP dad-10726 113 16 seed seed NOUN dad-10726 113 17 / / SYM dad-10726 113 18 validation validation NOUN dad-10726 113 19 pairs pair NOUN dad-10726 113 20 based base VERB dad-10726 113 21 on on ADP dad-10726 113 22 a a DET dad-10726 113 23 set set NOUN dad-10726 113 24 of of ADP dad-10726 113 25 questions question NOUN dad-10726 113 26 and and CCONJ dad-10726 113 27 their their PRON dad-10726 113 28 respective respective ADJ dad-10726 113 29 correct correct ADJ dad-10726 113 30 answers answer NOUN dad-10726 113 31 ( ( PUNCT dad-10726 113 32 henceforward henceforward ADV dad-10726 113 33 , , PUNCT dad-10726 113 34 a a DET dad-10726 113 35 pair pair NOUN dad-10726 113 36 composed compose VERB dad-10726 113 37 of of ADP dad-10726 113 38 a a DET dad-10726 113 39 question question NOUN dad-10726 113 40 and and CCONJ dad-10726 113 41 its its PRON dad-10726 113 42 answer answer NOUN dad-10726 113 43 will will AUX dad-10726 113 44 151 151 NUM dad-10726 113 45 curto curto NOUN dad-10726 113 46 , , PUNCT dad-10726 113 47 mendes mende NOUN dad-10726 113 48 and and CCONJ dad-10726 113 49 coheur coheur PROPN dad-10726 113 50 be be AUX dad-10726 113 51 denoted denote VERB dad-10726 113 52 as as ADP dad-10726 113 53 question question NOUN dad-10726 113 54 / / SYM dad-10726 113 55 answer answer NOUN dad-10726 113 56 ( ( PUNCT dad-10726 113 57 q q NOUN dad-10726 113 58 / / SYM dad-10726 113 59 a a NOUN dad-10726 113 60 ) ) PUNCT dad-10726 113 61 pair pair NOUN dad-10726 113 62 ) ) PUNCT dad-10726 113 63 . . PUNCT dad-10726 114 1 figure figure NOUN dad-10726 114 2 3 3 NUM dad-10726 114 3 shows show VERB dad-10726 114 4 examples example NOUN dad-10726 114 5 of of ADP dad-10726 114 6 q q NOUN dad-10726 114 7 / / SYM dad-10726 114 8 a a DET dad-10726 114 9 pairs pair NOUN dad-10726 114 10 given give VERB dad-10726 114 11 as as ADP dad-10726 114 12 input input NOUN dad-10726 114 13 to to ADP dad-10726 114 14 the the DET dad-10726 114 15 - - PUNCT dad-10726 114 16 mentor mentor NOUN dad-10726 114 17 . . PUNCT dad-10726 115 1 “ " PUNCT dad-10726 115 2 in in ADP dad-10726 115 3 which which PRON dad-10726 115 4 city city NOUN dad-10726 115 5 is be AUX dad-10726 115 6 the the DET dad-10726 115 7 wailing wail VERB dad-10726 115 8 wall wall NOUN dad-10726 115 9 ? ? PUNCT dad-10726 115 10 ; ; PUNCT dad-10726 115 11 jerusalem jerusalem PROPN dad-10726 115 12 ” " PUNCT dad-10726 115 13 “ " PUNCT dad-10726 115 14 in in ADP dad-10726 115 15 which which PRON dad-10726 115 16 city city NOUN dad-10726 115 17 is be AUX dad-10726 115 18 wembley wembley NOUN dad-10726 115 19 stadium stadium NOUN dad-10726 115 20 ? ? PUNCT dad-10726 115 21 ; ; PUNCT dad-10726 115 22 london london PROPN dad-10726 115 23 ” " PUNCT dad-10726 115 24 “ " PUNCT dad-10726 115 25 in in ADP dad-10726 115 26 which which PRON dad-10726 115 27 sport sport NOUN dad-10726 115 28 is be AUX dad-10726 115 29 the the DET dad-10726 115 30 cy cy PROPN dad-10726 115 31 young young ADJ dad-10726 115 32 trophy trophy NOUN dad-10726 115 33 awarded award VERB dad-10726 115 34 ? ? PUNCT dad-10726 115 35 ; ; PUNCT dad-10726 115 36 baseball baseball NOUN dad-10726 115 37 ” " PUNCT dad-10726 115 38 “ " PUNCT dad-10726 115 39 in in ADP dad-10726 115 40 which which PRON dad-10726 115 41 sport sport NOUN dad-10726 115 42 is be AUX dad-10726 115 43 the the DET dad-10726 115 44 davis davis PROPN dad-10726 115 45 cup cup PROPN dad-10726 115 46 awarded award VERB dad-10726 115 47 ? ? PUNCT dad-10726 115 48 ; ; PUNCT dad-10726 115 49 tennis tennis NOUN dad-10726 115 50 ” " PUNCT dad-10726 115 51 “ " PUNCT dad-10726 115 52 who who PRON dad-10726 115 53 painted paint VERB dad-10726 115 54 the the DET dad-10726 115 55 birth birth NOUN dad-10726 115 56 of of ADP dad-10726 115 57 venus venus PROPN dad-10726 115 58 ? ? PUNCT dad-10726 115 59 ; ; PUNCT dad-10726 115 60 botticelli botticelli PROPN dad-10726 115 61 ” " PUNCT dad-10726 115 62 “ " PUNCT dad-10726 115 63 who who PRON dad-10726 115 64 sculpted sculpt VERB dad-10726 115 65 the the DET dad-10726 115 66 statue statue NOUN dad-10726 115 67 of of ADP dad-10726 115 68 david david PROPN dad-10726 115 69 ? ? PUNCT dad-10726 115 70 ; ; PUNCT dad-10726 115 71 michelangelo michelangelo PROPN dad-10726 115 72 ” " PUNCT dad-10726 115 73 “ " PUNCT dad-10726 115 74 who who PRON dad-10726 115 75 invented invent VERB dad-10726 115 76 penicillin penicillin NOUN dad-10726 115 77 ? ? PUNCT dad-10726 115 78 ; ; PUNCT dad-10726 115 79 alexander alexander PROPN dad-10726 115 80 fleming fleming PROPN dad-10726 115 81 ” " PUNCT dad-10726 115 82 “ " PUNCT dad-10726 115 83 where where SCONJ dad-10726 115 84 was be AUX dad-10726 115 85 the the DET dad-10726 115 86 first first ADJ dad-10726 115 87 zoo zoo NOUN dad-10726 115 88 ? ? PUNCT dad-10726 115 89 ; ; PUNCT dad-10726 115 90 china china PROPN dad-10726 115 91 ” " PUNCT dad-10726 115 92 “ " PUNCT dad-10726 115 93 where where SCONJ dad-10726 115 94 was be AUX dad-10726 115 95 the the DET dad-10726 115 96 liberty liberty NOUN dad-10726 115 97 bell bell NOUN dad-10726 115 98 made make VERB dad-10726 115 99 ? ? PUNCT dad-10726 115 100 ; ; PUNCT dad-10726 115 101 england england PROPN dad-10726 115 102 ” " PUNCT dad-10726 115 103 “ " PUNCT dad-10726 115 104 how how SCONJ dad-10726 115 105 many many ADJ dad-10726 115 106 years year NOUN dad-10726 115 107 did do AUX dad-10726 115 108 rip rip VERB dad-10726 115 109 van van PROPN dad-10726 115 110 winkle winkle PROPN dad-10726 115 111 sleep sleep PROPN dad-10726 115 112 ? ? PUNCT dad-10726 115 113 ; ; PUNCT dad-10726 115 114 twenty twenty X dad-10726 115 115 ” " PUNCT dad-10726 115 116 “ " PUNCT dad-10726 115 117 how how SCONJ dad-10726 115 118 many many ADJ dad-10726 115 119 years year NOUN dad-10726 115 120 did do AUX dad-10726 115 121 sleeping sleep VERB dad-10726 115 122 beauty beauty NOUN dad-10726 115 123 sleep sleep NOUN dad-10726 115 124 ? ? PUNCT dad-10726 115 125 ; ; PUNCT dad-10726 115 126 100 100 NUM dad-10726 115 127 ” " PUNCT dad-10726 115 128 figure figure NOUN dad-10726 115 129 3 3 NUM dad-10726 115 130 : : PUNCT dad-10726 115 131 questions question NOUN dad-10726 115 132 and and CCONJ dad-10726 115 133 their their PRON dad-10726 115 134 correct correct ADJ dad-10726 115 135 answers answer NOUN dad-10726 115 136 used use VERB dad-10726 115 137 as as ADP dad-10726 115 138 input input NOUN dad-10726 115 139 to to ADP dad-10726 115 140 the the DET dad-10726 115 141 - - PUNCT dad-10726 115 142 mentor mentor NOUN dad-10726 115 143 . . PUNCT dad-10726 116 1 a a DET dad-10726 116 2 seed seed NOUN dad-10726 116 3 / / SYM dad-10726 116 4 validation validation NOUN dad-10726 116 5 pair pair NOUN dad-10726 116 6 is be AUX dad-10726 116 7 composed compose VERB dad-10726 116 8 by by ADP dad-10726 116 9 two two NUM dad-10726 116 10 q q NOUN dad-10726 116 11 / / SYM dad-10726 116 12 a a DET dad-10726 116 13 pairs pair NOUN dad-10726 116 14 : : PUNCT dad-10726 116 15 the the DET dad-10726 116 16 first first ADJ dad-10726 116 17 pair pair NOUN dad-10726 116 18 is be AUX dad-10726 116 19 used use VERB dad-10726 116 20 to to PART dad-10726 116 21 query query VERB dad-10726 116 22 the the DET dad-10726 116 23 selected select VERB dad-10726 116 24 search search NOUN dad-10726 116 25 engine engine NOUN dad-10726 116 26 and and CCONJ dad-10726 116 27 extract extract VERB dad-10726 116 28 patterns pattern NOUN dad-10726 116 29 from from ADP dad-10726 116 30 the the DET dad-10726 116 31 retrieved retrieve VERB dad-10726 116 32 results result NOUN dad-10726 116 33 – – PUNCT dad-10726 116 34 the the DET dad-10726 116 35 seed seed NOUN dad-10726 116 36 q q NOUN dad-10726 116 37 / / SYM dad-10726 116 38 a a DET dad-10726 116 39 pair pair NOUN dad-10726 116 40 ; ; PUNCT dad-10726 116 41 the the DET dad-10726 116 42 second second ADJ dad-10726 116 43 pair pair NOUN dad-10726 116 44 validates validate VERB dad-10726 116 45 the the DET dad-10726 116 46 learned learn VERB dad-10726 116 47 patterns pattern NOUN dad-10726 116 48 by by ADP dad-10726 116 49 instantiating instantiate VERB dad-10726 116 50 them they PRON dad-10726 116 51 with with ADP dad-10726 116 52 the the DET dad-10726 116 53 content content NOUN dad-10726 116 54 of of ADP dad-10726 116 55 its its PRON dad-10726 116 56 question question NOUN dad-10726 116 57 – – PUNCT dad-10726 116 58 the the DET dad-10726 116 59 validation validation NOUN dad-10726 116 60 q q NOUN dad-10726 116 61 / / SYM dad-10726 116 62 a a DET dad-10726 116 63 pair pair NOUN dad-10726 116 64 . . PUNCT dad-10726 117 1 for for ADP dad-10726 117 2 the the DET dad-10726 117 3 pattern pattern NOUN dad-10726 117 4 learning learn VERB dad-10726 117 5 subtask subtask NOUN dad-10726 117 6 , , PUNCT dad-10726 117 7 the the DET dad-10726 117 8 questions question NOUN dad-10726 117 9 in in ADP dad-10726 117 10 a a DET dad-10726 117 11 seed seed NOUN dad-10726 117 12 / / SYM dad-10726 117 13 validation validation NOUN dad-10726 117 14 pair pair NOUN dad-10726 117 15 are be AUX dad-10726 117 16 required require VERB dad-10726 117 17 to to PART dad-10726 117 18 have have VERB dad-10726 117 19 the the DET dad-10726 117 20 same same ADJ dad-10726 117 21 syntactic syntactic ADJ dad-10726 117 22 structure structure NOUN dad-10726 117 23 and and CCONJ dad-10726 117 24 prefix prefix NOUN dad-10726 117 25 , , PUNCT dad-10726 117 26 and and CCONJ dad-10726 117 27 the the DET dad-10726 117 28 answers answer NOUN dad-10726 117 29 are be AUX dad-10726 117 30 supposed suppose VERB dad-10726 117 31 to to PART dad-10726 117 32 be be AUX dad-10726 117 33 of of ADP dad-10726 117 34 the the DET dad-10726 117 35 same same ADJ dad-10726 117 36 category category NOUN dad-10726 117 37 . . PUNCT dad-10726 118 1 for for ADP dad-10726 118 2 instance instance NOUN dad-10726 118 3 , , PUNCT dad-10726 118 4 [ [ X dad-10726 118 5 “ " PUNCT dad-10726 118 6 how how SCONJ dad-10726 118 7 many many ADJ dad-10726 118 8 years year NOUN dad-10726 118 9 did do AUX dad-10726 118 10 rip rip VERB dad-10726 118 11 van van PROPN dad-10726 118 12 winkle winkle PROPN dad-10726 118 13 sleep sleep PROPN dad-10726 118 14 ? ? PUNCT dad-10726 118 15 ; ; PUNCT dad-10726 118 16 twenty”/“how twenty”/“how NUM dad-10726 118 17 many many ADJ dad-10726 118 18 years year NOUN dad-10726 118 19 did do AUX dad-10726 118 20 sleeping sleep VERB dad-10726 118 21 beauty beauty NOUN dad-10726 118 22 sleep sleep NOUN dad-10726 118 23 ? ? PUNCT dad-10726 118 24 ; ; PUNCT dad-10726 118 25 100 100 NUM dad-10726 118 26 ” " PUNCT dad-10726 118 27 ] ] PUNCT dad-10726 118 28 is be AUX dad-10726 118 29 a a DET dad-10726 118 30 seed seed NOUN dad-10726 118 31 , , PUNCT dad-10726 118 32 while while SCONJ dad-10726 118 33 [ [ X dad-10726 118 34 “ " PUNCT dad-10726 118 35 who who PRON dad-10726 118 36 pulled pull VERB dad-10726 118 37 the the DET dad-10726 118 38 thorn thorn NOUN dad-10726 118 39 from from ADP dad-10726 118 40 the the DET dad-10726 118 41 lion lion NOUN dad-10726 118 42 ’s ’s PART dad-10726 118 43 paw paw NOUN dad-10726 118 44 ? ? PUNCT dad-10726 118 45 ; ; PUNCT dad-10726 118 46 androcles”/“what androcles”/“what PRON dad-10726 118 47 was be AUX dad-10726 118 48 the the DET dad-10726 118 49 color color NOUN dad-10726 118 50 of of ADP dad-10726 118 51 christ christ PROPN dad-10726 118 52 ’s ’s PART dad-10726 118 53 hair hair NOUN dad-10726 118 54 in in ADP dad-10726 118 55 st st PROPN dad-10726 118 56 john john PROPN dad-10726 118 57 ’s ’s PART dad-10726 118 58 vision vision NOUN dad-10726 118 59 ? ? PUNCT dad-10726 118 60 ; ; PUNCT dad-10726 118 61 white white ADJ dad-10726 118 62 ” " PUNCT dad-10726 118 63 ] ] PUNCT dad-10726 118 64 is be AUX dad-10726 118 65 not not PART dad-10726 118 66 . . PUNCT dad-10726 119 1 in in ADP dad-10726 119 2 order order NOUN dad-10726 119 3 to to PART dad-10726 119 4 create create VERB dad-10726 119 5 seed seed NOUN dad-10726 119 6 / / SYM dad-10726 119 7 validation validation NOUN dad-10726 119 8 pairs pair NOUN dad-10726 119 9 from from ADP dad-10726 119 10 the the DET dad-10726 119 11 given give VERB dad-10726 119 12 set set NOUN dad-10726 119 13 of of ADP dad-10726 119 14 q q NOUN dad-10726 119 15 / / SYM dad-10726 119 16 a a DET dad-10726 119 17 pairs pair NOUN dad-10726 119 18 , , PUNCT dad-10726 119 19 the the DET dad-10726 119 20 - - PUNCT dad-10726 119 21 mentor mentor NOUN dad-10726 119 22 performs perform VERB dad-10726 119 23 three three NUM dad-10726 119 24 steps step NOUN dad-10726 119 25 : : PUNCT dad-10726 119 26 1 1 X dad-10726 119 27 . . X dad-10726 120 1 all all DET dad-10726 120 2 questions question NOUN dad-10726 120 3 are be AUX dad-10726 120 4 syntactically syntactically ADV dad-10726 120 5 analyzed analyze VERB dad-10726 120 6 . . PUNCT dad-10726 121 1 this this DET dad-10726 121 2 step step NOUN dad-10726 121 3 allows allow VERB dad-10726 121 4 to to PART dad-10726 121 5 group group VERB dad-10726 121 6 q q PROPN dad-10726 121 7 / / SYM dad-10726 121 8 a a DET dad-10726 121 9 pairs pair NOUN dad-10726 121 10 that that PRON dad-10726 121 11 are be AUX dad-10726 121 12 syntactically syntactically ADV dad-10726 121 13 similar similar ADJ dad-10726 121 14 and and CCONJ dad-10726 121 15 avoiding avoid VERB dad-10726 121 16 the the DET dad-10726 121 17 creation creation NOUN dad-10726 121 18 of of ADP dad-10726 121 19 seed seed NOUN dad-10726 121 20 composed compose VERB dad-10726 121 21 by by ADP dad-10726 121 22 pairs pair NOUN dad-10726 121 23 like like ADP dad-10726 121 24 “ " PUNCT dad-10726 121 25 how how SCONJ dad-10726 121 26 many many ADJ dad-10726 121 27 years year NOUN dad-10726 121 28 did do AUX dad-10726 121 29 rip rip VERB dad-10726 121 30 van van PROPN dad-10726 121 31 winkle winkle PROPN dad-10726 121 32 sleep sleep PROPN dad-10726 121 33 ? ? PUNCT dad-10726 122 1 ; ; PUNCT dad-10726 122 2 twenty twenty NUM dad-10726 122 3 ” " PUNCT dad-10726 122 4 and and CCONJ dad-10726 122 5 “ " PUNCT dad-10726 122 6 who who PRON dad-10726 122 7 sculpted sculpt VERB dad-10726 122 8 the the DET dad-10726 122 9 statue statue NOUN dad-10726 122 10 of of ADP dad-10726 122 11 david david PROPN dad-10726 122 12 ? ? PUNCT dad-10726 122 13 ; ; PUNCT dad-10726 122 14 michelangelo michelangelo PROPN dad-10726 122 15 ” " PUNCT dad-10726 122 16 ( ( PUNCT dad-10726 122 17 see see VERB dad-10726 122 18 table table NOUN dad-10726 122 19 1 1 NUM dad-10726 122 20 ) ) PUNCT dad-10726 122 21 . . PUNCT dad-10726 123 1 in in ADP dad-10726 123 2 this this DET dad-10726 123 3 work work NOUN dad-10726 123 4 , , PUNCT dad-10726 123 5 we we PRON dad-10726 123 6 used use VERB dad-10726 123 7 the the DET dad-10726 123 8 berkeley berkeley PROPN dad-10726 123 9 parser parser NOUN dad-10726 123 10 ( ( PUNCT dad-10726 123 11 petrov petrov PROPN dad-10726 123 12 and and CCONJ dad-10726 123 13 klein klein PROPN dad-10726 123 14 2007 2007 NUM dad-10726 123 15 ) ) PUNCT dad-10726 123 16 trained train VERB dad-10726 123 17 on on ADP dad-10726 123 18 the the DET dad-10726 123 19 questionbank questionbank PROPN dad-10726 123 20 ( ( PUNCT dad-10726 123 21 judge judge VERB dad-10726 123 22 et et PROPN dad-10726 123 23 al al PROPN dad-10726 123 24 . . PROPN dad-10726 123 25 2006 2006 NUM dad-10726 123 26 ) ) PUNCT dad-10726 123 27 , , PUNCT dad-10726 123 28 a a DET dad-10726 123 29 treebank treebank NOUN dad-10726 123 30 of of ADP dad-10726 123 31 4,000 4,000 NUM dad-10726 123 32 parse parse NOUN dad-10726 123 33 - - PUNCT dad-10726 123 34 annotated annotate VERB dad-10726 123 35 questions question NOUN dad-10726 123 36 ; ; PUNCT dad-10726 123 37 index index NOUN dad-10726 123 38 0 0 NUM dad-10726 123 39 1 1 NUM dad-10726 123 40 2 2 NUM dad-10726 123 41 3 3 NUM dad-10726 123 42 tag tag NOUN dad-10726 123 43 whnp whnp NOUN dad-10726 123 44 vbd vbd VERB dad-10726 123 45 np np INTJ dad-10726 123 46 vb vb NOUN dad-10726 123 47 content content VERB dad-10726 123 48 how how SCONJ dad-10726 123 49 many many ADJ dad-10726 123 50 years year NOUN dad-10726 123 51 did do AUX dad-10726 123 52 rip rip VERB dad-10726 123 53 van van PROPN dad-10726 123 54 winkle winkle PROPN dad-10726 123 55 sleep sleep PROPN dad-10726 123 56 index index NOUN dad-10726 123 57 0 0 NUM dad-10726 123 58 1 1 NUM dad-10726 123 59 2 2 NUM dad-10726 123 60 3 3 NUM dad-10726 123 61 tag tag NOUN dad-10726 123 62 whnp whnp NOUN dad-10726 123 63 vbd vbd VERB dad-10726 123 64 np np ADP dad-10726 123 65 content content NOUN dad-10726 123 66 who who PRON dad-10726 123 67 sculpted sculpt VERB dad-10726 123 68 the the DET dad-10726 123 69 statue statue NOUN dad-10726 123 70 of of ADP dad-10726 123 71 david david PROPN dad-10726 123 72 table table PROPN dad-10726 123 73 1 1 NUM dad-10726 123 74 : : PUNCT dad-10726 123 75 syntactic syntactic ADJ dad-10726 123 76 constituents constituent NOUN dad-10726 123 77 identified identify VERB dad-10726 123 78 by by ADP dad-10726 123 79 the the DET dad-10726 123 80 parser parser NOUN dad-10726 123 81 for for ADP dad-10726 123 82 two two NUM dad-10726 123 83 input input NOUN dad-10726 123 84 questions question NOUN dad-10726 123 85 . . PUNCT dad-10726 124 1 2 2 X dad-10726 124 2 . . X dad-10726 124 3 the the DET dad-10726 124 4 content content NOUN dad-10726 124 5 of of ADP dad-10726 124 6 the the DET dad-10726 124 7 first first ADJ dad-10726 124 8 syntactic syntactic ADJ dad-10726 124 9 constituent constituent NOUN dad-10726 124 10 of of ADP dad-10726 124 11 the the DET dad-10726 124 12 question question NOUN dad-10726 124 13 ( ( PUNCT dad-10726 124 14 the the DET dad-10726 124 15 question question NOUN dad-10726 124 16 ’s ’s PART dad-10726 124 17 prefix prefix NOUN dad-10726 124 18 ) ) PUNCT dad-10726 124 19 is be AUX dad-10726 124 20 collected collect VERB dad-10726 124 21 . . PUNCT dad-10726 125 1 this this PRON dad-10726 125 2 is be AUX dad-10726 125 3 a a DET dad-10726 125 4 first first ADJ dad-10726 125 5 step step NOUN dad-10726 125 6 towards towards ADP dad-10726 125 7 a a DET dad-10726 125 8 semantically semantically ADV dad-10726 125 9 - - PUNCT dad-10726 125 10 driven drive VERB dad-10726 125 11 grouping grouping NOUN dad-10726 125 12 of of ADP dad-10726 125 13 q q NOUN dad-10726 125 14 / / SYM dad-10726 125 15 a a DET dad-10726 125 16 pairs pair NOUN dad-10726 125 17 , , PUNCT dad-10726 125 18 allowing allow VERB dad-10726 125 19 the the DET dad-10726 125 20 creation creation NOUN dad-10726 125 21 of of ADP dad-10726 125 22 pairs pair NOUN dad-10726 125 23 like like ADP dad-10726 125 24 [ [ X dad-10726 125 25 “ " PUNCT dad-10726 125 26 what what DET dad-10726 125 27 color color NOUN dad-10726 125 28 was be AUX dad-10726 125 29 the the DET dad-10726 125 30 maltese maltese ADJ dad-10726 125 31 falcon falcon NOUN dad-10726 125 32 ? ? PUNCT dad-10726 125 33 ; ; PUNCT dad-10726 125 34 black”/“what black”/“what PRON dad-10726 125 35 color color NOUN dad-10726 125 36 was be AUX dad-10726 125 37 moby moby PROPN dad-10726 125 38 dick dick PROPN dad-10726 125 39 ? ? PUNCT dad-10726 125 40 ; ; PUNCT dad-10726 125 41 152 152 NUM dad-10726 125 42 question question NOUN dad-10726 125 43 generation generation NOUN dad-10726 125 44 with with ADP dad-10726 125 45 the the DET dad-10726 125 46 - - PUNCT dad-10726 125 47 mentor mentor NOUN dad-10726 125 48 white white NOUN dad-10726 125 49 ” " PUNCT dad-10726 125 50 ] ] PUNCT dad-10726 125 51 . . PUNCT dad-10726 126 1 however however ADV dad-10726 126 2 , , PUNCT dad-10726 126 3 it it PRON dad-10726 126 4 also also ADV dad-10726 126 5 leads lead VERB dad-10726 126 6 to to PART dad-10726 126 7 wrongly wrongly ADV dad-10726 126 8 grouped group VERB dad-10726 126 9 pairs pair NOUN dad-10726 126 10 like like ADP dad-10726 126 11 [ [ X dad-10726 126 12 “ " PUNCT dad-10726 126 13 what what PRON dad-10726 126 14 was be AUX dad-10726 126 15 the the DET dad-10726 126 16 language language NOUN dad-10726 126 17 of of ADP dad-10726 126 18 nineteen nineteen NUM dad-10726 126 19 eighty eighty NUM dad-10726 126 20 four four NUM dad-10726 126 21 ? ? PUNCT dad-10726 126 22 ; ; PUNCT dad-10726 126 23 newspeak”/“what newspeak”/“what PRON dad-10726 126 24 was be AUX dad-10726 126 25 the the DET dad-10726 126 26 color color NOUN dad-10726 126 27 of of ADP dad-10726 126 28 christ christ PROPN dad-10726 126 29 ’s ’s PART dad-10726 126 30 hair hair NOUN dad-10726 126 31 in in ADP dad-10726 126 32 st st PROPN dad-10726 126 33 john john PROPN dad-10726 126 34 ’s ’s PART dad-10726 126 35 vision vision NOUN dad-10726 126 36 ? ? PUNCT dad-10726 126 37 ; ; PUNCT dad-10726 126 38 white white ADJ dad-10726 126 39 ” " PUNCT dad-10726 126 40 ] ] X dad-10726 126 41 ( ( PUNCT dad-10726 126 42 the the DET dad-10726 126 43 question question NOUN dad-10726 126 44 ’s ’s PART dad-10726 126 45 prefixes prefix NOUN dad-10726 126 46 are be AUX dad-10726 126 47 what what PRON dad-10726 126 48 color color NOUN dad-10726 126 49 and and CCONJ dad-10726 126 50 what what PRON dad-10726 126 51 , , PUNCT dad-10726 126 52 respectively respectively ADV dad-10726 126 53 ) ) PUNCT dad-10726 126 54 ; ; PUNCT dad-10726 127 1 3 3 X dad-10726 127 2 . . X dad-10726 128 1 all all DET dad-10726 128 2 questions question NOUN dad-10726 128 3 are be AUX dad-10726 128 4 classified classify VERB dad-10726 128 5 according accord VERB dad-10726 128 6 to to ADP dad-10726 128 7 the the DET dad-10726 128 8 category category NOUN dad-10726 128 9 of of ADP dad-10726 128 10 the the DET dad-10726 128 11 expected expect VERB dad-10726 128 12 answer answer NOUN dad-10726 128 13 . . PUNCT dad-10726 129 1 this this DET dad-10726 129 2 step step NOUN dad-10726 129 3 allows allow VERB dad-10726 129 4 us we PRON dad-10726 129 5 to to PART dad-10726 129 6 group group VERB dad-10726 129 7 the the DET dad-10726 129 8 q q NOUN dad-10726 129 9 / / SYM dad-10726 129 10 a a DET dad-10726 129 11 pairs pair NOUN dad-10726 129 12 when when SCONJ dad-10726 129 13 the the DET dad-10726 129 14 answers answer NOUN dad-10726 129 15 share share VERB dad-10726 129 16 the the DET dad-10726 129 17 same same ADJ dad-10726 129 18 semantic semantic ADJ dad-10726 129 19 category category NOUN dad-10726 129 20 , , PUNCT dad-10726 129 21 such such ADJ dad-10726 129 22 as as ADP dad-10726 129 23 “ " PUNCT dad-10726 129 24 who who PRON dad-10726 129 25 painted paint VERB dad-10726 129 26 the the DET dad-10726 129 27 birth birth NOUN dad-10726 129 28 of of ADP dad-10726 129 29 venus venus PROPN dad-10726 129 30 ? ? PUNCT dad-10726 129 31 ; ; PUNCT dad-10726 129 32 botticelli botticelli PROPN dad-10726 129 33 ” " PUNCT dad-10726 129 34 and and CCONJ dad-10726 129 35 “ " PUNCT dad-10726 129 36 who who PRON dad-10726 129 37 sculpted sculpt VERB dad-10726 129 38 the the DET dad-10726 129 39 statue statue NOUN dad-10726 129 40 of of ADP dad-10726 129 41 david david PROPN dad-10726 129 42 ? ? PUNCT dad-10726 129 43 ; ; PUNCT dad-10726 129 44 michelangelo michelangelo PROPN dad-10726 129 45 ” " PUNCT dad-10726 129 46 , , PUNCT dad-10726 129 47 both both PRON dad-10726 129 48 expecting expect VERB dad-10726 129 49 a a DET dad-10726 129 50 person person NOUN dad-10726 129 51 ’s ’s PART dad-10726 129 52 name name NOUN dad-10726 129 53 as as ADP dad-10726 129 54 answer answer NOUN dad-10726 129 55 . . PUNCT dad-10726 130 1 in in ADP dad-10726 130 2 this this DET dad-10726 130 3 work work NOUN dad-10726 130 4 , , PUNCT dad-10726 130 5 a a DET dad-10726 130 6 machine machine NOUN dad-10726 130 7 learning learning NOUN dad-10726 130 8 - - PUNCT dad-10726 130 9 based base VERB dad-10726 130 10 classifier classifier NOUN dad-10726 130 11 was be AUX dad-10726 130 12 used use VERB dad-10726 130 13 , , PUNCT dad-10726 130 14 and and CCONJ dad-10726 130 15 fed feed VERB dad-10726 130 16 with with ADP dad-10726 130 17 features feature NOUN dad-10726 130 18 derived derive VERB dad-10726 130 19 from from ADP dad-10726 130 20 a a DET dad-10726 130 21 rule rule NOUN dad-10726 130 22 - - PUNCT dad-10726 130 23 based base VERB dad-10726 130 24 classifier classifier NOUN dad-10726 130 25 ( ( PUNCT dad-10726 130 26 silva silva PROPN dad-10726 130 27 et et PROPN dad-10726 130 28 al al PROPN dad-10726 130 29 . . PROPN dad-10726 130 30 2011 2011 NUM dad-10726 130 31 ) ) PUNCT dad-10726 130 32 . . PUNCT dad-10726 131 1 the the DET dad-10726 131 2 used use VERB dad-10726 131 3 taxonomy taxonomy NOUN dad-10726 131 4 is be AUX dad-10726 131 5 li li PROPN dad-10726 131 6 and and CCONJ dad-10726 131 7 roth roth PROPN dad-10726 131 8 ’s ’s PART dad-10726 131 9 two two NUM dad-10726 131 10 - - PUNCT dad-10726 131 11 layer layer NOUN dad-10726 131 12 taxonomy taxonomy NOUN dad-10726 131 13 ( ( PUNCT dad-10726 131 14 li li PROPN dad-10726 131 15 and and CCONJ dad-10726 131 16 roth roth PROPN dad-10726 131 17 2002 2002 NUM dad-10726 131 18 ) ) PUNCT dad-10726 131 19 , , PUNCT dad-10726 131 20 consisting consist VERB dad-10726 131 21 of of ADP dad-10726 131 22 a a DET dad-10726 131 23 set set NOUN dad-10726 131 24 of of ADP dad-10726 131 25 six six NUM dad-10726 131 26 coarse coarse ADV dad-10726 131 27 - - PUNCT dad-10726 131 28 grained grain VERB dad-10726 131 29 categories category NOUN dad-10726 131 30 ( ( PUNCT dad-10726 131 31 abbreviation abbreviation NOUN dad-10726 131 32 , , PUNCT dad-10726 131 33 entity entity NOUN dad-10726 131 34 , , PUNCT dad-10726 131 35 description description NOUN dad-10726 131 36 , , PUNCT dad-10726 131 37 human human NOUN dad-10726 131 38 , , PUNCT dad-10726 131 39 location location NOUN dad-10726 131 40 and and CCONJ dad-10726 131 41 numeric numeric ADJ dad-10726 131 42 ) ) PUNCT dad-10726 131 43 and and CCONJ dad-10726 131 44 fifty fifty NUM dad-10726 131 45 fine fine ADV dad-10726 131 46 - - PUNCT dad-10726 131 47 grained grain VERB dad-10726 131 48 ones one NOUN dad-10726 131 49 . . PUNCT dad-10726 132 1 this this DET dad-10726 132 2 taxonomy taxonomy NOUN dad-10726 132 3 is be AUX dad-10726 132 4 widely widely ADV dad-10726 132 5 used use VERB dad-10726 132 6 by by ADP dad-10726 132 7 the the DET dad-10726 132 8 machine machine NOUN dad-10726 132 9 learning learn VERB dad-10726 132 10 community community NOUN dad-10726 132 11 ( ( PUNCT dad-10726 132 12 silva silva PROPN dad-10726 132 13 et et PROPN dad-10726 132 14 al al PROPN dad-10726 132 15 . . PROPN dad-10726 132 16 2011 2011 NUM dad-10726 132 17 , , PUNCT dad-10726 132 18 li li PROPN dad-10726 132 19 and and CCONJ dad-10726 132 20 roth roth PROPN dad-10726 132 21 2002 2002 NUM dad-10726 132 22 , , PUNCT dad-10726 132 23 blunsom blunsom NOUN dad-10726 132 24 et et PROPN dad-10726 132 25 al al PROPN dad-10726 132 26 . . PROPN dad-10726 132 27 2006 2006 NUM dad-10726 132 28 , , PUNCT dad-10726 132 29 huang huang PROPN dad-10726 132 30 et et PROPN dad-10726 132 31 al al PROPN dad-10726 132 32 . . PROPN dad-10726 132 33 2008 2008 NUM dad-10726 132 34 , , PUNCT dad-10726 132 35 zhang zhang PROPN dad-10726 132 36 and and CCONJ dad-10726 132 37 lee lee PROPN dad-10726 132 38 2003 2003 NUM dad-10726 132 39 ) ) PUNCT dad-10726 132 40 , , PUNCT dad-10726 132 41 because because SCONJ dad-10726 132 42 the the DET dad-10726 132 43 authors author NOUN dad-10726 132 44 have have AUX dad-10726 132 45 published publish VERB dad-10726 132 46 a a DET dad-10726 132 47 set set NOUN dad-10726 132 48 of of ADP dad-10726 132 49 nearly nearly ADV dad-10726 132 50 6,000 6,000 NUM dad-10726 132 51 labeled label VERB dad-10726 132 52 questions question NOUN dad-10726 132 53 ( ( PUNCT dad-10726 132 54 the the DET dad-10726 132 55 university university PROPN dad-10726 132 56 of of ADP dad-10726 132 57 illinois illinois PROPN dad-10726 132 58 at at ADP dad-10726 132 59 urbana urbana PROPN dad-10726 132 60 - - PUNCT dad-10726 132 61 champaign champaign PROPN dad-10726 132 62 dataset dataset NOUN dad-10726 132 63 ) ) PUNCT dad-10726 132 64 , , PUNCT dad-10726 132 65 freely freely ADV dad-10726 132 66 available available ADJ dad-10726 132 67 on on ADP dad-10726 132 68 the the DET dad-10726 132 69 web web NOUN dad-10726 132 70 , , PUNCT dad-10726 132 71 making make VERB dad-10726 132 72 it it PRON dad-10726 132 73 a a DET dad-10726 132 74 very very ADV dad-10726 132 75 valuable valuable ADJ dad-10726 132 76 resource resource NOUN dad-10726 132 77 for for ADP dad-10726 132 78 training training NOUN dad-10726 132 79 and and CCONJ dad-10726 132 80 testing testing NOUN dad-10726 132 81 machine machine NOUN dad-10726 132 82 learning learning NOUN dad-10726 132 83 models model NOUN dad-10726 132 84 . . PUNCT dad-10726 133 1 after after ADP dad-10726 133 2 these these DET dad-10726 133 3 steps step NOUN dad-10726 133 4 , , PUNCT dad-10726 133 5 the the DET dad-10726 133 6 q q NOUN dad-10726 133 7 / / SYM dad-10726 133 8 a a DET dad-10726 133 9 pairs pair NOUN dad-10726 133 10 are be AUX dad-10726 133 11 divided divide VERB dad-10726 133 12 into into ADP dad-10726 133 13 different different ADJ dad-10726 133 14 groups group NOUN dad-10726 133 15 according accord VERB dad-10726 133 16 to to ADP dad-10726 133 17 their their PRON dad-10726 133 18 syntactic syntactic ADJ dad-10726 133 19 structure structure NOUN dad-10726 133 20 , , PUNCT dad-10726 133 21 prefix prefix NOUN dad-10726 133 22 and and CCONJ dad-10726 133 23 category category NOUN dad-10726 133 24 , , PUNCT dad-10726 133 25 and and CCONJ dad-10726 133 26 the the DET dad-10726 133 27 - - PUNCT dad-10726 133 28 mentor mentor NOUN dad-10726 133 29 builds build VERB dad-10726 133 30 seed seed NOUN dad-10726 133 31 / / SYM dad-10726 133 32 validation validation NOUN dad-10726 133 33 pairs pair NOUN dad-10726 133 34 from from ADP dad-10726 133 35 all all DET dad-10726 133 36 combinations combination NOUN dad-10726 133 37 of of ADP dad-10726 133 38 two two NUM dad-10726 133 39 q q NOUN dad-10726 133 40 / / SYM dad-10726 133 41 a a DET dad-10726 133 42 pairs pair NOUN dad-10726 133 43 in in ADP dad-10726 133 44 every every DET dad-10726 133 45 group group NOUN dad-10726 133 46 . . PUNCT dad-10726 134 1 thus thus ADV dad-10726 134 2 , , PUNCT dad-10726 134 3 if if SCONJ dad-10726 134 4 a a DET dad-10726 134 5 group group NOUN dad-10726 134 6 has have VERB dad-10726 134 7 n n CCONJ dad-10726 134 8 q q NOUN dad-10726 134 9 / / SYM dad-10726 134 10 a a DET dad-10726 134 11 pairs pair NOUN dad-10726 134 12 , , PUNCT dad-10726 134 13 the the DET dad-10726 134 14 - - PUNCT dad-10726 134 15 mentor mentor NOUN dad-10726 134 16 builds build VERB dad-10726 134 17 ( ( PUNCT dad-10726 134 18 n n ADV dad-10726 134 19 2 2 NUM dad-10726 134 20 ) ) PUNCT dad-10726 134 21 = = SYM dad-10726 134 22 n n X dad-10726 134 23 ! ! PUNCT dad-10726 135 1 2(n− 2(n− NUM dad-10726 135 2 2 2 NUM dad-10726 135 3 ) ) PUNCT dad-10726 135 4 ! ! PUNCT dad-10726 136 1 seed seed NOUN dad-10726 136 2 / / SYM dad-10726 136 3 validation validation NOUN dad-10726 136 4 pairs pair NOUN dad-10726 136 5 . . PUNCT dad-10726 137 1 the the DET dad-10726 137 2 following follow VERB dad-10726 137 3 are be AUX dad-10726 137 4 examples example NOUN dad-10726 137 5 of of ADP dad-10726 137 6 built build VERB dad-10726 137 7 seed seed NOUN dad-10726 137 8 / / SYM dad-10726 137 9 validation validation NOUN dad-10726 137 10 pairs pair NOUN dad-10726 137 11 , , PUNCT dad-10726 137 12 grouped group VERB dad-10726 137 13 according accord VERB dad-10726 137 14 to to ADP dad-10726 137 15 the the DET dad-10726 137 16 syntactic syntactic ADJ dad-10726 137 17 structure structure NOUN dad-10726 137 18 and and CCONJ dad-10726 137 19 category category NOUN dad-10726 137 20 of of ADP dad-10726 137 21 their their PRON dad-10726 137 22 questions question NOUN dad-10726 137 23 : : PUNCT dad-10726 137 24 location location NOUN dad-10726 137 25 : : PUNCT dad-10726 137 26 city city NOUN dad-10726 137 27 – – PUNCT dad-10726 137 28 whpp whpp NOUN dad-10726 137 29 vbz vbz NOUN dad-10726 137 30 np np INTJ dad-10726 138 1 [ [ X dad-10726 138 2 “ " PUNCT dad-10726 138 3 in in ADP dad-10726 138 4 which which PRON dad-10726 138 5 city city NOUN dad-10726 138 6 is be AUX dad-10726 138 7 the the DET dad-10726 138 8 wailing wail VERB dad-10726 138 9 wall wall NOUN dad-10726 138 10 ? ? PUNCT dad-10726 138 11 ; ; PUNCT dad-10726 138 12 jerusalem”/“in jerusalem”/“in SCONJ dad-10726 138 13 which which DET dad-10726 138 14 city city NOUN dad-10726 138 15 is be AUX dad-10726 138 16 wembley wembley NOUN dad-10726 138 17 stadium stadium NOUN dad-10726 138 18 ? ? PUNCT dad-10726 138 19 ; ; PUNCT dad-10726 138 20 london london PROPN dad-10726 138 21 ” " PUNCT dad-10726 138 22 ] ] PUNCT dad-10726 138 23 human human ADJ dad-10726 138 24 : : PUNCT dad-10726 138 25 individual individual ADJ dad-10726 138 26 – – PUNCT dad-10726 138 27 whnp whnp NOUN dad-10726 138 28 vbd vbd NOUN dad-10726 138 29 np np NOUN dad-10726 138 30 [ [ X dad-10726 138 31 “ " PUNCT dad-10726 138 32 who who PRON dad-10726 138 33 painted paint VERB dad-10726 138 34 the the DET dad-10726 138 35 birth birth NOUN dad-10726 138 36 of of ADP dad-10726 138 37 venus venus PROPN dad-10726 138 38 ? ? PUNCT dad-10726 138 39 ; ; PUNCT dad-10726 138 40 botticelli”/“who botticelli”/“who PRON dad-10726 138 41 sculpted sculpt VERB dad-10726 138 42 the the DET dad-10726 138 43 statue statue NOUN dad-10726 138 44 of of ADP dad-10726 138 45 david david PROPN dad-10726 138 46 ? ? PUNCT dad-10726 138 47 ; ; PUNCT dad-10726 138 48 michelangelo michelangelo NOUN dad-10726 138 49 ” " PUNCT dad-10726 138 50 ] ] PUNCT dad-10726 139 1 [ [ X dad-10726 139 2 “ " PUNCT dad-10726 139 3 who who PRON dad-10726 139 4 sculpted sculpt VERB dad-10726 139 5 the the DET dad-10726 139 6 statue statue NOUN dad-10726 139 7 of of ADP dad-10726 139 8 david david PROPN dad-10726 139 9 ? ? PROPN dad-10726 139 10 ; ; PUNCT dad-10726 139 11 michelangelo”/“who michelangelo”/“who PRON dad-10726 139 12 invented invent VERB dad-10726 139 13 penicillin penicillin PROPN dad-10726 139 14 ? ? PUNCT dad-10726 139 15 ; ; PUNCT dad-10726 139 16 alexander alexander PROPN dad-10726 139 17 fleming fleming PROPN dad-10726 139 18 ” " PUNCT dad-10726 139 19 ] ] PUNCT dad-10726 140 1 [ [ X dad-10726 140 2 “ " PUNCT dad-10726 140 3 who who PRON dad-10726 140 4 invented invent VERB dad-10726 140 5 penicillin penicillin NOUN dad-10726 140 6 ? ? PUNCT dad-10726 140 7 ; ; PUNCT dad-10726 140 8 alexander alexander PROPN dad-10726 140 9 fleming”/“who fleming”/“who PRON dad-10726 140 10 painted paint VERB dad-10726 140 11 the the DET dad-10726 140 12 birth birth NOUN dad-10726 140 13 of of ADP dad-10726 140 14 venus venus PROPN dad-10726 140 15 ? ? PUNCT dad-10726 140 16 ; ; PUNCT dad-10726 140 17 botticelli botticelli PROPN dad-10726 140 18 ” " PUNCT dad-10726 140 19 ] ] PUNCT dad-10726 140 20 entity entity NOUN dad-10726 140 21 : : PUNCT dad-10726 140 22 word word NOUN dad-10726 140 23 – – PUNCT dad-10726 140 24 whnp whnp NOUN dad-10726 140 25 vbz vbz VERB dad-10726 140 26 np np ADP dad-10726 141 1 [ [ X dad-10726 141 2 “ " PUNCT dad-10726 141 3 what what PRON dad-10726 141 4 is be AUX dad-10726 141 5 the the DET dad-10726 141 6 last last ADJ dad-10726 141 7 word word NOUN dad-10726 141 8 of of ADP dad-10726 141 9 the the DET dad-10726 141 10 bible bible NOUN dad-10726 141 11 ? ? PUNCT dad-10726 141 12 ; ; PUNCT dad-10726 141 13 amen”/“what amen”/“what PRON dad-10726 141 14 is be AUX dad-10726 141 15 the the DET dad-10726 141 16 hebrew hebrew ADJ dad-10726 141 17 word word NOUN dad-10726 141 18 for for ADP dad-10726 141 19 peace peace NOUN dad-10726 141 20 used use VERB dad-10726 141 21 as as ADP dad-10726 141 22 both both CCONJ dad-10726 141 23 a a DET dad-10726 141 24 greeting greeting NOUN dad-10726 141 25 and and CCONJ dad-10726 141 26 a a DET dad-10726 141 27 farewell farewell NOUN dad-10726 141 28 ? ? PUNCT dad-10726 141 29 ; ; PUNCT dad-10726 141 30 shalom shalom NOUN dad-10726 141 31 ” " PUNCT dad-10726 141 32 ] ] X dad-10726 141 33 human human ADJ dad-10726 141 34 : : PUNCT dad-10726 141 35 individual individual ADJ dad-10726 141 36 – – PUNCT dad-10726 141 37 whnp whnp NOUN dad-10726 141 38 vbd vbd NOUN dad-10726 141 39 np np NOUN dad-10726 141 40 [ [ X dad-10726 141 41 “ " PUNCT dad-10726 141 42 who who PRON dad-10726 141 43 was be AUX dad-10726 141 44 don don PROPN dad-10726 141 45 quixote quixote PROPN dad-10726 141 46 ’s ’s PART dad-10726 141 47 imaginary imaginary ADJ dad-10726 141 48 love love NOUN dad-10726 141 49 ? ? PUNCT dad-10726 141 50 ; ; PUNCT dad-10726 141 51 dulcinea”/“who dulcinea”/“who PRON dad-10726 141 52 was be AUX dad-10726 141 53 shakespeare shakespeare PROPN dad-10726 141 54 ’s ’s PART dad-10726 141 55 fairy fairy PROPN dad-10726 141 56 king king NOUN dad-10726 141 57 ? ? PUNCT dad-10726 141 58 ; ; PUNCT dad-10726 141 59 oberon oberon PROPN dad-10726 141 60 ” " PUNCT dad-10726 141 61 ] ] PUNCT dad-10726 141 62 . . PUNCT dad-10726 142 1 153 153 NUM dad-10726 142 2 curto curto NOUN dad-10726 142 3 , , PUNCT dad-10726 142 4 mendes mende NOUN dad-10726 142 5 and and CCONJ dad-10726 142 6 coheur coheur NOUN dad-10726 142 7 3.2 3.2 NUM dad-10726 142 8 query query NOUN dad-10726 142 9 formulation formulation NOUN dad-10726 142 10 and and CCONJ dad-10726 142 11 passage passage NOUN dad-10726 142 12 retrieval retrieval NOUN dad-10726 142 13 the the DET dad-10726 142 14 - - PUNCT dad-10726 142 15 mentor mentor NOUN dad-10726 142 16 captures capture VERB dad-10726 142 17 the the DET dad-10726 142 18 frequent frequent ADJ dad-10726 142 19 patterns pattern NOUN dad-10726 142 20 that that PRON dad-10726 142 21 relate relate VERB dad-10726 142 22 a a DET dad-10726 142 23 question question NOUN dad-10726 142 24 to to ADP dad-10726 142 25 its its PRON dad-10726 142 26 correct correct ADJ dad-10726 142 27 answer answer NOUN dad-10726 142 28 from from ADP dad-10726 142 29 the the DET dad-10726 142 30 web web NOUN dad-10726 142 31 . . PUNCT dad-10726 143 1 the the DET dad-10726 143 2 extraordinary extraordinary ADJ dad-10726 143 3 dimensions dimension NOUN dad-10726 143 4 of of ADP dad-10726 143 5 this this DET dad-10726 143 6 particular particular ADJ dad-10726 143 7 document document NOUN dad-10726 143 8 collection collection NOUN dad-10726 143 9 allow allow VERB dad-10726 143 10 the the DET dad-10726 143 11 existence existence NOUN dad-10726 143 12 of of ADP dad-10726 143 13 certain certain ADJ dad-10726 143 14 properties property NOUN dad-10726 143 15 that that PRON dad-10726 143 16 are be AUX dad-10726 143 17 less less ADV dad-10726 143 18 expressive expressive ADJ dad-10726 143 19 in in ADP dad-10726 143 20 other other ADJ dad-10726 143 21 built build VERB dad-10726 143 22 document document NOUN dad-10726 143 23 collections collection NOUN dad-10726 143 24 : : PUNCT dad-10726 143 25 the the DET dad-10726 143 26 same same ADJ dad-10726 143 27 information information NOUN dad-10726 143 28 is be AUX dad-10726 143 29 likely likely ADJ dad-10726 143 30 to to PART dad-10726 143 31 be be AUX dad-10726 143 32 replicated replicate VERB dad-10726 143 33 multiple multiple ADJ dad-10726 143 34 times time NOUN dad-10726 143 35 ( ( PUNCT dad-10726 143 36 redundancy redundancy NOUN dad-10726 143 37 ) ) PUNCT dad-10726 143 38 and and CCONJ dad-10726 143 39 presented present VERB dad-10726 143 40 in in ADP dad-10726 143 41 various various ADJ dad-10726 143 42 ways way NOUN dad-10726 143 43 ( ( PUNCT dad-10726 143 44 linguistic linguistic ADJ dad-10726 143 45 variability variability NOUN dad-10726 143 46 ) ) PUNCT dad-10726 143 47 . . PUNCT dad-10726 144 1 the the DET dad-10726 144 2 - - PUNCT dad-10726 144 3 mentor mentor NOUN dad-10726 144 4 explores explore VERB dad-10726 144 5 these these DET dad-10726 144 6 two two NUM dad-10726 144 7 properties property NOUN dad-10726 144 8 – – PUNCT dad-10726 144 9 redundancy redundancy NOUN dad-10726 144 10 and and CCONJ dad-10726 144 11 linguistic linguistic ADJ dad-10726 144 12 variability variability NOUN dad-10726 144 13 – – PUNCT dad-10726 144 14 to to PART dad-10726 144 15 learn learn VERB dad-10726 144 16 patterns pattern NOUN dad-10726 144 17 from from ADP dad-10726 144 18 a a DET dad-10726 144 19 seed seed NOUN dad-10726 144 20 / / SYM dad-10726 144 21 validation validation NOUN dad-10726 144 22 pair pair NOUN dad-10726 144 23 . . PUNCT dad-10726 145 1 the the DET dad-10726 145 2 process process NOUN dad-10726 145 3 of of ADP dad-10726 145 4 accessing access VERB dad-10726 145 5 the the DET dad-10726 145 6 web web NOUN dad-10726 145 7 relies rely VERB dad-10726 145 8 on on ADP dad-10726 145 9 submissions submission NOUN dad-10726 145 10 to to ADP dad-10726 145 11 a a DET dad-10726 145 12 web web NOUN dad-10726 145 13 search search NOUN dad-10726 145 14 engine engine NOUN dad-10726 145 15 of of ADP dad-10726 145 16 several several ADJ dad-10726 145 17 queries query NOUN dad-10726 145 18 . . PUNCT dad-10726 146 1 for for ADP dad-10726 146 2 a a DET dad-10726 146 3 given give VERB dad-10726 146 4 seed seed NOUN dad-10726 146 5 q q NOUN dad-10726 146 6 / / SYM dad-10726 146 7 a a DET dad-10726 146 8 pair pair NOUN dad-10726 146 9 , , PUNCT dad-10726 146 10 different different ADJ dad-10726 146 11 queries query NOUN dad-10726 146 12 are be AUX dad-10726 146 13 built build VERB dad-10726 146 14 from from ADP dad-10726 146 15 the the DET dad-10726 146 16 permutations permutation NOUN dad-10726 146 17 of of ADP dad-10726 146 18 the the DET dad-10726 146 19 set set NOUN dad-10726 146 20 composed compose VERB dad-10726 146 21 by by ADP dad-10726 146 22 : : PUNCT dad-10726 146 23 ( ( PUNCT dad-10726 146 24 a a X dad-10726 146 25 ) ) PUNCT dad-10726 146 26 the the DET dad-10726 146 27 content content NOUN dad-10726 146 28 of of ADP dad-10726 146 29 the the DET dad-10726 146 30 phrase phrase NOUN dad-10726 146 31 nodes node NOUN dad-10726 146 32 ( ( PUNCT dad-10726 146 33 except except SCONJ dad-10726 146 34 the the DET dad-10726 146 35 wh wh NOUN dad-10726 146 36 - - NOUN dad-10726 146 37 phrase phrase NOUN dad-10726 146 38 ) ) PUNCT dad-10726 146 39 of of ADP dad-10726 146 40 the the DET dad-10726 146 41 question question NOUN dad-10726 146 42 , , PUNCT dad-10726 146 43 ( ( PUNCT dad-10726 146 44 b b X dad-10726 146 45 ) ) PUNCT dad-10726 146 46 the the DET dad-10726 146 47 answer answer NOUN dad-10726 146 48 and and CCONJ dad-10726 146 49 ( ( PUNCT dad-10726 146 50 c c X dad-10726 146 51 ) ) PUNCT dad-10726 146 52 a a DET dad-10726 146 53 wildcard wildcard ADJ dad-10726 146 54 ( ( PUNCT dad-10726 146 55 * * NOUN dad-10726 146 56 ) ) PUNCT dad-10726 146 57 . . PUNCT dad-10726 147 1 the the DET dad-10726 147 2 - - PUNCT dad-10726 147 3 mentor mentor NOUN dad-10726 147 4 uses use VERB dad-10726 147 5 phrase phrase NOUN dad-10726 147 6 nodes node NOUN dad-10726 147 7 instead instead ADV dad-10726 147 8 of of ADP dad-10726 147 9 words word NOUN dad-10726 147 10 ( ( PUNCT dad-10726 147 11 as as SCONJ dad-10726 147 12 done do VERB dad-10726 147 13 by by ADP dad-10726 147 14 ravichandran ravichandran NOUN dad-10726 147 15 and and CCONJ dad-10726 147 16 hovy hovy INTJ dad-10726 147 17 ( ( PUNCT dad-10726 147 18 2002 2002 NUM dad-10726 147 19 ) ) PUNCT dad-10726 147 20 ) ) PUNCT dad-10726 147 21 since since SCONJ dad-10726 147 22 they they PRON dad-10726 147 23 allow allow VERB dad-10726 147 24 us we PRON dad-10726 147 25 to to PART dad-10726 147 26 reduce reduce VERB dad-10726 147 27 the the DET dad-10726 147 28 number number NOUN dad-10726 147 29 of of ADP dad-10726 147 30 permutations permutation NOUN dad-10726 147 31 and and CCONJ dad-10726 147 32 , , PUNCT dad-10726 147 33 thus thus ADV dad-10726 147 34 , , PUNCT dad-10726 147 35 of of ADP dad-10726 147 36 query query NOUN dad-10726 147 37 submissions submission NOUN dad-10726 147 38 to to ADP dad-10726 147 39 the the DET dad-10726 147 40 chosen choose VERB dad-10726 147 41 search search NOUN dad-10726 147 42 engine engine NOUN dad-10726 147 43 ; ; PUNCT dad-10726 147 44 also also ADV dad-10726 147 45 , , PUNCT dad-10726 147 46 they they PRON dad-10726 147 47 usually usually ADV dad-10726 147 48 represent represent VERB dad-10726 147 49 a a DET dad-10726 147 50 single single ADJ dad-10726 147 51 unit unit NOUN dad-10726 147 52 of of ADP dad-10726 147 53 meaning meaning NOUN dad-10726 147 54 , , PUNCT dad-10726 147 55 and and CCONJ dad-10726 147 56 therefore therefore ADV dad-10726 147 57 should should AUX dad-10726 147 58 not not PART dad-10726 147 59 be be AUX dad-10726 147 60 broken break VERB dad-10726 147 61 down down ADP dad-10726 147 62 into into ADP dad-10726 147 63 parts part NOUN dad-10726 147 64 ( ( PUNCT dad-10726 147 65 except except SCONJ dad-10726 147 66 for for ADP dad-10726 147 67 verb verb NOUN dad-10726 147 68 phrases phrase NOUN dad-10726 147 69 ) ) PUNCT dad-10726 147 70 . . PUNCT dad-10726 148 1 for for ADP dad-10726 148 2 instance instance NOUN dad-10726 148 3 , , PUNCT dad-10726 148 4 considering consider VERB dad-10726 148 5 the the DET dad-10726 148 6 question question NOUN dad-10726 148 7 who who PRON dad-10726 148 8 sculpted sculpt VERB dad-10726 148 9 the the DET dad-10726 148 10 statue statue NOUN dad-10726 148 11 of of ADP dad-10726 148 12 david david PROPN dad-10726 148 13 ? ? PROPN dad-10726 148 14 , , PUNCT dad-10726 148 15 the the DET dad-10726 148 16 corresponding corresponding ADJ dad-10726 148 17 parse parse NOUN dad-10726 148 18 tree tree NOUN dad-10726 148 19 and and CCONJ dad-10726 148 20 phrasal phrasal ADJ dad-10726 148 21 nodes node NOUN dad-10726 148 22 are be AUX dad-10726 148 23 depicted depict VERB dad-10726 148 24 in in ADP dad-10726 148 25 figure figure NOUN dad-10726 148 26 4 4 NUM dad-10726 148 27 ( ( PUNCT dad-10726 148 28 we we PRON dad-10726 148 29 added add VERB dad-10726 148 30 a a DET dad-10726 148 31 numeric numeric ADJ dad-10726 148 32 identifier identifier NOUN dad-10726 148 33 to to ADP dad-10726 148 34 the the DET dad-10726 148 35 tree tree NOUN dad-10726 148 36 nodes node NOUN dad-10726 148 37 to to PART dad-10726 148 38 help help VERB dad-10726 148 39 their their PRON dad-10726 148 40 identification identification NOUN dad-10726 148 41 . . PUNCT dad-10726 148 42 ) ) PUNCT dad-10726 148 43 . . PUNCT dad-10726 149 1 it it PRON dad-10726 149 2 does do AUX dad-10726 149 3 not not PART dad-10726 149 4 make make VERB dad-10726 149 5 sense sense NOUN dad-10726 149 6 to to PART dad-10726 149 7 divide divide VERB dad-10726 149 8 the the DET dad-10726 149 9 noun noun NOUN dad-10726 149 10 phrase phrase VERB dad-10726 149 11 the the DET dad-10726 149 12 statue statue NOUN dad-10726 149 13 of of ADP dad-10726 149 14 david david PROPN dad-10726 149 15 , , PUNCT dad-10726 149 16 as as SCONJ dad-10726 149 17 it it PRON dad-10726 149 18 would would AUX dad-10726 149 19 generate generate VERB dad-10726 149 20 several several ADJ dad-10726 149 21 meaningless meaningless ADJ dad-10726 149 22 permutations permutation NOUN dad-10726 149 23 , , PUNCT dad-10726 149 24 such such ADJ dad-10726 149 25 as as ADP dad-10726 149 26 statue statue NOUN dad-10726 149 27 the the DET dad-10726 149 28 sculpted sculpt VERB dad-10726 149 29 michelangelo michelangelo NOUN dad-10726 149 30 of of ADP dad-10726 149 31 * * PROPN dad-10726 149 32 david david PROPN dad-10726 149 33 . . PUNCT dad-10726 150 1 the the DET dad-10726 150 2 wildcard wildcard NOUN dad-10726 150 3 is be AUX dad-10726 150 4 used use VERB dad-10726 150 5 as as ADP dad-10726 150 6 a a DET dad-10726 150 7 placeholder placeholder NOUN dad-10726 150 8 for for ADP dad-10726 150 9 one one NUM dad-10726 150 10 or or CCONJ dad-10726 150 11 more more ADJ dad-10726 150 12 words word NOUN dad-10726 150 13 and and CCONJ dad-10726 150 14 allows allow VERB dad-10726 150 15 diversity diversity NOUN dad-10726 150 16 in in ADP dad-10726 150 17 the the DET dad-10726 150 18 learned learn VERB dad-10726 150 19 patterns.6 patterns.6 PROPN dad-10726 150 20 for for ADP dad-10726 150 21 instance instance NOUN dad-10726 150 22 , , PUNCT dad-10726 150 23 the the DET dad-10726 150 24 wildcard wildcard NOUN dad-10726 150 25 in in ADP dad-10726 150 26 the the DET dad-10726 150 27 query query NOUN dad-10726 150 28 " " PUNCT dad-10726 150 29 michelangelo michelangelo NOUN dad-10726 150 30 * * PUNCT dad-10726 150 31 sculpted sculpt VERB dad-10726 150 32 the the DET dad-10726 150 33 statue statue NOUN dad-10726 150 34 of of ADP dad-10726 150 35 david david PROPN dad-10726 150 36 " " PUNCT dad-10726 150 37 allows allow VERB dad-10726 150 38 the the DET dad-10726 150 39 sentence sentence NOUN dad-10726 150 40 michelangelo michelangelo NOUN dad-10726 150 41 has have AUX dad-10726 150 42 sculpted sculpt VERB dad-10726 150 43 the the DET dad-10726 150 44 statue statue NOUN dad-10726 150 45 of of ADP dad-10726 150 46 david david PROPN dad-10726 150 47 to to PART dad-10726 150 48 be be AUX dad-10726 150 49 present present ADJ dad-10726 150 50 in in ADP dad-10726 150 51 the the DET dad-10726 150 52 search search NOUN dad-10726 150 53 results result NOUN dad-10726 150 54 , , PUNCT dad-10726 150 55 matching match VERB dad-10726 150 56 the the DET dad-10726 150 57 verb verb NOUN dad-10726 150 58 has have VERB dad-10726 150 59 . . PUNCT dad-10726 151 1 one one NUM dad-10726 151 2 query query NOUN dad-10726 151 3 is be AUX dad-10726 151 4 built build VERB dad-10726 151 5 from from ADP dad-10726 151 6 one one NUM dad-10726 151 7 permutation permutation NOUN dad-10726 151 8 enclosed enclose VERB dad-10726 151 9 in in ADP dad-10726 151 10 double double ADJ dad-10726 151 11 quotes quote NOUN dad-10726 151 12 , , PUNCT dad-10726 151 13 which which PRON dad-10726 151 14 will will AUX dad-10726 151 15 constrain constrain VERB dad-10726 151 16 the the DET dad-10726 151 17 search search NOUN dad-10726 151 18 results result NOUN dad-10726 151 19 to to PART dad-10726 151 20 contain contain VERB dad-10726 151 21 the the DET dad-10726 151 22 words word NOUN dad-10726 151 23 in in ADP dad-10726 151 24 the the DET dad-10726 151 25 query query NOUN dad-10726 151 26 in in ADP dad-10726 151 27 that that DET dad-10726 151 28 exact exact ADJ dad-10726 151 29 same same ADJ dad-10726 151 30 order order NOUN dad-10726 151 31 , , PUNCT dad-10726 151 32 without without ADP dad-10726 151 33 any any DET dad-10726 151 34 other other ADJ dad-10726 151 35 change change NOUN dad-10726 151 36 . . PUNCT dad-10726 152 1 for for ADP dad-10726 152 2 example example NOUN dad-10726 152 3 , , PUNCT dad-10726 152 4 the the DET dad-10726 152 5 query query NOUN dad-10726 152 6 " " PUNCT dad-10726 152 7 sculpted sculpt VERB dad-10726 152 8 the the DET dad-10726 152 9 statue statue NOUN dad-10726 152 10 of of ADP dad-10726 152 11 david david PROPN dad-10726 152 12 * * PUNCT dad-10726 152 13 michelangelo michelangelo PROPN dad-10726 152 14 " " PUNCT dad-10726 152 15 requires require VERB dad-10726 152 16 the the DET dad-10726 152 17 presence presence NOUN dad-10726 152 18 in in ADP dad-10726 152 19 the the DET dad-10726 152 20 search search NOUN dad-10726 152 21 results result NOUN dad-10726 152 22 of of ADP dad-10726 152 23 the the DET dad-10726 152 24 words word NOUN dad-10726 152 25 exactly exactly ADV dad-10726 152 26 as as SCONJ dad-10726 152 27 they they PRON dad-10726 152 28 are be AUX dad-10726 152 29 stated state VERB dad-10726 152 30 in in ADP dad-10726 152 31 the the DET dad-10726 152 32 query query NOUN dad-10726 152 33 . . PUNCT dad-10726 153 1 here here ADV dad-10726 153 2 the the DET dad-10726 153 3 wildcard wildcard NOUN dad-10726 153 4 stands stand VERB dad-10726 153 5 for for ADP dad-10726 153 6 one one NUM dad-10726 153 7 or or CCONJ dad-10726 153 8 more more ADJ dad-10726 153 9 extra extra ADJ dad-10726 153 10 words word NOUN dad-10726 153 11 allowed allow VERB dad-10726 153 12 between between ADP dad-10726 153 13 the the DET dad-10726 153 14 tokens token NOUN dad-10726 153 15 david david PROPN dad-10726 153 16 and and CCONJ dad-10726 153 17 michelangelo michelangelo NOUN dad-10726 153 18 . . PUNCT dad-10726 154 1 the the DET dad-10726 154 2 total total ADJ dad-10726 154 3 number number NOUN dad-10726 154 4 of of ADP dad-10726 154 5 permutations permutation NOUN dad-10726 154 6 ( ( PUNCT dad-10726 154 7 queries query NOUN dad-10726 154 8 submitted submit VERB dad-10726 154 9 ) ) PUNCT dad-10726 154 10 is be AUX dad-10726 154 11 n n X dad-10726 154 12 ! ! PUNCT dad-10726 155 1 − − ADP dad-10726 156 1 2(n 2(n NUM dad-10726 156 2 − − NOUN dad-10726 156 3 1 1 NUM dad-10726 156 4 ) ) PUNCT dad-10726 156 5 ! ! PUNCT dad-10726 156 6 , , PUNCT dad-10726 156 7 in in ADP dad-10726 156 8 which which PRON dad-10726 156 9 n n ADV dad-10726 156 10 is be AUX dad-10726 156 11 the the DET dad-10726 156 12 number number NOUN dad-10726 156 13 of of ADP dad-10726 156 14 elements element NOUN dad-10726 156 15 to to PART dad-10726 156 16 be be AUX dad-10726 156 17 permuted permute VERB dad-10726 156 18 . . PUNCT dad-10726 157 1 finally finally ADV dad-10726 157 2 , , PUNCT dad-10726 157 3 the the DET dad-10726 157 4 query query NOUN dad-10726 157 5 is be AUX dad-10726 157 6 sent send VERB dad-10726 157 7 to to ADP dad-10726 157 8 a a DET dad-10726 157 9 search search NOUN dad-10726 157 10 engine.7 engine.7 NOUN dad-10726 157 11 both both DET dad-10726 157 12 " " PUNCT dad-10726 157 13 michelangelo michelangelo NOUN dad-10726 157 14 * * PUNCT dad-10726 157 15 sculpted sculpt VERB dad-10726 157 16 the the DET dad-10726 157 17 statue statue NOUN dad-10726 157 18 of of ADP dad-10726 157 19 david david PROPN dad-10726 157 20 " " PUNCT dad-10726 157 21 and and CCONJ dad-10726 157 22 " " PUNCT dad-10726 157 23 the the DET dad-10726 157 24 statue statue NOUN dad-10726 157 25 of of ADP dad-10726 157 26 david david PROPN dad-10726 157 27 sculpted sculpted PROPN dad-10726 157 28 * * PUNCT dad-10726 157 29 michelangelo michelangelo NOUN dad-10726 157 30 " " PUNCT dad-10726 157 31 are be AUX dad-10726 157 32 examples example NOUN dad-10726 157 33 of of ADP dad-10726 157 34 two two NUM dad-10726 157 35 queries query NOUN dad-10726 157 36 submitted submit VERB dad-10726 157 37 to to ADP dad-10726 157 38 the the DET dad-10726 157 39 search search NOUN dad-10726 157 40 engine engine NOUN dad-10726 157 41 for for ADP dad-10726 157 42 the the DET dad-10726 157 43 seed seed NOUN dad-10726 157 44 q q NOUN dad-10726 157 45 / / SYM dad-10726 157 46 a a DET dad-10726 157 47 pair pair NOUN dad-10726 157 48 “ " PUNCT dad-10726 157 49 who who PRON dad-10726 157 50 sculpted sculpt VERB dad-10726 157 51 the the DET dad-10726 157 52 statue statue NOUN dad-10726 157 53 of of ADP dad-10726 157 54 david david PROPN dad-10726 157 55 ? ? PUNCT dad-10726 157 56 ; ; PUNCT dad-10726 157 57 michelangelo michelangelo PROPN dad-10726 157 58 ” " PUNCT dad-10726 157 59 . . PUNCT dad-10726 158 1 the the DET dad-10726 158 2 brief brief ADJ dad-10726 158 3 summaries summary NOUN dad-10726 158 4 , , PUNCT dad-10726 158 5 or or CCONJ dad-10726 158 6 passages passage NOUN dad-10726 158 7 , , PUNCT dad-10726 158 8 retrieved retrieve VERB dad-10726 158 9 by by ADP dad-10726 158 10 the the DET dad-10726 158 11 search search NOUN dad-10726 158 12 engine engine NOUN dad-10726 158 13 to to ADP dad-10726 158 14 the the DET dad-10726 158 15 submitted submit VERB dad-10726 158 16 query query NOUN dad-10726 158 17 are be AUX dad-10726 158 18 then then ADV dad-10726 158 19 used use VERB dad-10726 158 20 to to PART dad-10726 158 21 learn learn VERB dad-10726 158 22 patterns pattern NOUN dad-10726 158 23 . . PUNCT dad-10726 159 1 being be AUX dad-10726 159 2 so so ADV dad-10726 159 3 , , PUNCT dad-10726 159 4 the the DET dad-10726 159 5 passages8 passages8 NOUN dad-10726 159 6 are be AUX dad-10726 159 7 broken break VERB dad-10726 159 8 down down ADP dad-10726 159 9 into into ADP dad-10726 159 10 sentences sentence NOUN dad-10726 159 11 , , PUNCT dad-10726 159 12 parsed parse VERB dad-10726 159 13 ( ( PUNCT dad-10726 159 14 we we PRON dad-10726 159 15 have have AUX dad-10726 159 16 used use VERB dad-10726 159 17 , , PUNCT dad-10726 159 18 once once ADV dad-10726 159 19 again again ADV dad-10726 159 20 , , PUNCT dad-10726 159 21 the the DET dad-10726 159 22 berkeley berkeley PROPN dad-10726 159 23 parser parser NOUN dad-10726 159 24 , , PUNCT dad-10726 159 25 this this DET dad-10726 159 26 time time NOUN dad-10726 159 27 trained train VERB dad-10726 159 28 with with ADP dad-10726 159 29 the the DET dad-10726 159 30 wall wall PROPN dad-10726 159 31 street street PROPN dad-10726 159 32 journal journal PROPN dad-10726 159 33 ) ) PUNCT dad-10726 159 34 and and CCONJ dad-10726 159 35 if if SCONJ dad-10726 159 36 there there PRON dad-10726 159 37 is be VERB dad-10726 159 38 a a DET dad-10726 159 39 text text NOUN dad-10726 159 40 fragment fragment NOUN dad-10726 159 41 that that PRON dad-10726 159 42 matches match VERB dad-10726 159 43 the the DET dad-10726 159 44 respective respective ADJ dad-10726 159 45 permutation permutation NOUN dad-10726 159 46 , , PUNCT dad-10726 159 47 we we PRON dad-10726 159 48 rewrite rewrite VERB dad-10726 159 49 it it PRON dad-10726 159 50 as as ADP dad-10726 159 51 a a DET dad-10726 159 52 pattern pattern NOUN dad-10726 159 53 . . PUNCT dad-10726 160 1 the the DET dad-10726 160 2 pattern pattern NOUN dad-10726 160 3 is be AUX dad-10726 160 4 composed compose VERB dad-10726 160 5 of of ADP dad-10726 160 6 the the DET dad-10726 160 7 lexico lexico NOUN dad-10726 160 8 - - PUNCT dad-10726 160 9 syntactic syntactic ADJ dad-10726 160 10 information information NOUN dad-10726 160 11 present present ADJ dad-10726 160 12 in in ADP dad-10726 160 13 the the DET dad-10726 160 14 matched match VERB dad-10726 160 15 text text NOUN dad-10726 160 16 fragment fragment NOUN dad-10726 160 17 , , PUNCT dad-10726 160 18 thus thus ADV dad-10726 160 19 , , PUNCT dad-10726 160 20 expressing express VERB dad-10726 160 21 the the DET dad-10726 160 22 relation relation NOUN dad-10726 160 23 between between ADP dad-10726 160 24 the the DET dad-10726 160 25 question question NOUN dad-10726 160 26 and and CCONJ dad-10726 160 27 its its PRON dad-10726 160 28 answer answer NOUN dad-10726 160 29 present present NOUN dad-10726 160 30 in in ADP dad-10726 160 31 the the DET dad-10726 160 32 sentence sentence NOUN dad-10726 160 33 . . PUNCT dad-10726 161 1 6 6 X dad-10726 161 2 . . X dad-10726 161 3 the the DET dad-10726 161 4 wildcard wildcard NOUN dad-10726 161 5 is be AUX dad-10726 161 6 not not PART dad-10726 161 7 allowed allow VERB dad-10726 161 8 as as ADP dad-10726 161 9 the the DET dad-10726 161 10 first first ADJ dad-10726 161 11 or or CCONJ dad-10726 161 12 the the DET dad-10726 161 13 last last ADJ dad-10726 161 14 element element NOUN dad-10726 161 15 of of ADP dad-10726 161 16 the the DET dad-10726 161 17 permutation permutation NOUN dad-10726 161 18 and and CCONJ dad-10726 161 19 , , PUNCT dad-10726 161 20 thus thus ADV dad-10726 161 21 , , PUNCT dad-10726 161 22 of of ADP dad-10726 161 23 the the DET dad-10726 161 24 query query NOUN dad-10726 161 25 . . PUNCT dad-10726 162 1 7 7 X dad-10726 162 2 . . X dad-10726 162 3 in in ADP dad-10726 162 4 this this DET dad-10726 162 5 work work NOUN dad-10726 162 6 , , PUNCT dad-10726 162 7 we we PRON dad-10726 162 8 use use VERB dad-10726 162 9 google google NOUN dad-10726 162 10 . . PUNCT dad-10726 163 1 however however ADV dad-10726 163 2 , , PUNCT dad-10726 163 3 there there PRON dad-10726 163 4 is be VERB dad-10726 163 5 no no DET dad-10726 163 6 technical technical ADJ dad-10726 163 7 reason reason NOUN dad-10726 163 8 that that PRON dad-10726 163 9 hinders hinder VERB dad-10726 163 10 the the DET dad-10726 163 11 - - PUNCT dad-10726 163 12 mentor mentor NOUN dad-10726 163 13 from from ADP dad-10726 163 14 using use VERB dad-10726 163 15 other other ADJ dad-10726 163 16 search search NOUN dad-10726 163 17 engine engine NOUN dad-10726 163 18 . . PUNCT dad-10726 164 1 8 8 X dad-10726 164 2 . . X dad-10726 164 3 for for ADP dad-10726 164 4 now now ADV dad-10726 164 5 , , PUNCT dad-10726 164 6 we we PRON dad-10726 164 7 ignore ignore VERB dad-10726 164 8 the the DET dad-10726 164 9 fact fact NOUN dad-10726 164 10 that that SCONJ dad-10726 164 11 passages passage NOUN dad-10726 164 12 are be AUX dad-10726 164 13 often often ADV dad-10726 164 14 composed compose VERB dad-10726 164 15 of of ADP dad-10726 164 16 incomplete incomplete ADJ dad-10726 164 17 sentences sentence NOUN dad-10726 164 18 . . PUNCT dad-10726 165 1 154 154 NUM dad-10726 165 2 question question NOUN dad-10726 165 3 generation generation NOUN dad-10726 165 4 with with ADP dad-10726 165 5 the the DET dad-10726 165 6 - - PUNCT dad-10726 165 7 mentor mentor NOUN dad-10726 165 8 ( ( PUNCT dad-10726 165 9 a a NOUN dad-10726 165 10 ) ) PUNCT dad-10726 165 11 1 1 NUM dad-10726 165 12 root root NOUN dad-10726 165 13 2 2 NUM dad-10726 165 14 sbarq sbarq NOUN dad-10726 165 15 16 16 NUM dad-10726 165 16 . . PUNCT dad-10726 165 17 ? ? PUNCT dad-10726 166 1 5 5 NUM dad-10726 166 2 sq sq NUM dad-10726 166 3 6 6 NUM dad-10726 166 4 vp vp NOUN dad-10726 166 5 8 8 NUM dad-10726 166 6 np np NOUN dad-10726 166 7 12 12 NUM dad-10726 166 8 pp pp NUM dad-10726 166 9 14 14 NUM dad-10726 166 10 np np NUM dad-10726 166 11 15 15 NUM dad-10726 166 12 nnp nnp NOUN dad-10726 166 13 david david PROPN dad-10726 166 14 13 13 NUM dad-10726 166 15 in in ADP dad-10726 166 16 of of ADP dad-10726 166 17 9 9 NUM dad-10726 166 18 np np ADV dad-10726 166 19 11 11 NUM dad-10726 166 20 nn nn PROPN dad-10726 166 21 statue statue PROPN dad-10726 166 22 10 10 NUM dad-10726 166 23 dt dt NOUN dad-10726 166 24 the the DET dad-10726 166 25 7 7 NUM dad-10726 166 26 vbd vbd NOUN dad-10726 166 27 sculpted sculpt VERB dad-10726 166 28 3 3 NUM dad-10726 166 29 whnp whnp NOUN dad-10726 166 30 4 4 NUM dad-10726 166 31 wp wp NOUN dad-10726 166 32 who who PRON dad-10726 166 33 ( ( PUNCT dad-10726 166 34 b b X dad-10726 166 35 ) ) PUNCT dad-10726 166 36 3 3 NUM dad-10726 166 37 whnp whnp NOUN dad-10726 166 38 4 4 NUM dad-10726 166 39 wp wp NOUN dad-10726 166 40 who who PRON dad-10726 166 41 7 7 NUM dad-10726 166 42 vbd vbd NOUN dad-10726 166 43 sculpted sculpt VERB dad-10726 166 44 8 8 NUM dad-10726 166 45 np np ADP dad-10726 166 46 the the DET dad-10726 166 47 statue statue NOUN dad-10726 166 48 of of ADP dad-10726 166 49 david david PROPN dad-10726 166 50 figure figure NOUN dad-10726 166 51 4 4 NUM dad-10726 166 52 : : PUNCT dad-10726 166 53 ( ( PUNCT dad-10726 166 54 a a X dad-10726 166 55 ) ) PUNCT dad-10726 166 56 parse parse NOUN dad-10726 166 57 tree tree NOUN dad-10726 166 58 of of ADP dad-10726 166 59 the the DET dad-10726 166 60 question question NOUN dad-10726 166 61 who who PRON dad-10726 166 62 sculpted sculpt VERB dad-10726 166 63 the the DET dad-10726 166 64 statue statue NOUN dad-10726 166 65 of of ADP dad-10726 166 66 david david PROPN dad-10726 166 67 ? ? PUNCT dad-10726 166 68 . . PUNCT dad-10726 167 1 ( ( PUNCT dad-10726 167 2 b b X dad-10726 167 3 ) ) PUNCT dad-10726 167 4 phrase phrase NOUN dad-10726 167 5 nodes node NOUN dad-10726 167 6 of of ADP dad-10726 167 7 the the DET dad-10726 167 8 parse parse NOUN dad-10726 167 9 tree tree NOUN dad-10726 167 10 in in ADP dad-10726 167 11 ( ( PUNCT dad-10726 167 12 a a NOUN dad-10726 167 13 ) ) PUNCT dad-10726 167 14 . . PUNCT dad-10726 168 1 algorithm algorithm NOUN dad-10726 168 2 1 1 NUM dad-10726 168 3 describes describe VERB dad-10726 168 4 the the DET dad-10726 168 5 pattern pattern NOUN dad-10726 168 6 learning learn VERB dad-10726 168 7 algorithm algorithm NOUN dad-10726 168 8 , , PUNCT dad-10726 168 9 which which PRON dad-10726 168 10 includes include VERB dad-10726 168 11 the the DET dad-10726 168 12 procedures procedure NOUN dad-10726 168 13 to to PART dad-10726 168 14 build build VERB dad-10726 168 15 the the DET dad-10726 168 16 query query NOUN dad-10726 168 17 , , PUNCT dad-10726 168 18 the the DET dad-10726 168 19 call call NOUN dad-10726 168 20 to to ADP dad-10726 168 21 the the DET dad-10726 168 22 search search NOUN dad-10726 168 23 engine engine NOUN dad-10726 168 24 and and CCONJ dad-10726 168 25 the the DET dad-10726 168 26 reformulation reformulation NOUN dad-10726 168 27 of of ADP dad-10726 168 28 text text NOUN dad-10726 168 29 fragments fragment NOUN dad-10726 168 30 into into ADP dad-10726 168 31 patterns pattern NOUN dad-10726 168 32 . . PUNCT dad-10726 169 1 consider consider VERB dad-10726 169 2 again again ADV dad-10726 169 3 the the DET dad-10726 169 4 question question NOUN dad-10726 169 5 who who PRON dad-10726 169 6 sculpted sculpt VERB dad-10726 169 7 the the DET dad-10726 169 8 statue statue NOUN dad-10726 169 9 of of ADP dad-10726 169 10 david david PROPN dad-10726 169 11 ? ? PROPN dad-10726 169 12 , , PUNCT dad-10726 169 13 its its PRON dad-10726 169 14 flat flat ADJ dad-10726 169 15 syntactic syntactic ADJ dad-10726 169 16 structure structure NOUN dad-10726 169 17 “ " PUNCT dad-10726 169 18 [ [ X dad-10726 169 19 whnp whnp NOUN dad-10726 169 20 who who PRON dad-10726 169 21 ] ] PUNCT dad-10726 170 1 [ [ X dad-10726 170 2 vbd vbd NOUN dad-10726 170 3 sculpted sculpt VERB dad-10726 170 4 ] ] PUNCT dad-10726 171 1 [ [ X dad-10726 171 2 n n CCONJ dad-10726 171 3 the the DET dad-10726 171 4 statue statue NOUN dad-10726 171 5 of of ADP dad-10726 171 6 david david PROPN dad-10726 171 7 ] ] PUNCT dad-10726 171 8 ” " PUNCT dad-10726 171 9 , , PUNCT dad-10726 171 10 its its PRON dad-10726 171 11 correct correct ADJ dad-10726 171 12 answer answer NOUN dad-10726 171 13 michelangelo michelangelo NOUN dad-10726 171 14 , , PUNCT dad-10726 171 15 the the DET dad-10726 171 16 sentence sentence NOUN dad-10726 171 17 michelangelo michelangelo NOUN dad-10726 171 18 has have AUX dad-10726 171 19 sculpted sculpt VERB dad-10726 171 20 the the DET dad-10726 171 21 statue statue NOUN dad-10726 171 22 of of ADP dad-10726 171 23 david david PROPN dad-10726 171 24 ( ( PUNCT dad-10726 171 25 that that PRON dad-10726 171 26 matches match VERB dad-10726 171 27 the the DET dad-10726 171 28 permutation permutation NOUN dad-10726 171 29 " " PUNCT dad-10726 171 30 michelangelo michelangelo NOUN dad-10726 171 31 * * PUNCT dad-10726 171 32 sculpted sculpt VERB dad-10726 171 33 the the DET dad-10726 171 34 statue statue NOUN dad-10726 171 35 of of ADP dad-10726 171 36 david david PROPN dad-10726 171 37 " " PUNCT dad-10726 171 38 ) ) PUNCT dad-10726 171 39 and and CCONJ dad-10726 171 40 its its PRON dad-10726 171 41 parse parse NOUN dad-10726 171 42 tree tree NOUN dad-10726 171 43 depicted depict VERB dad-10726 171 44 in in ADP dad-10726 171 45 figure figure NOUN dad-10726 171 46 5 5 NUM dad-10726 171 47 . . PUNCT dad-10726 172 1 a a DET dad-10726 172 2 resulting result VERB dad-10726 172 3 pattern pattern NOUN dad-10726 172 4 would would AUX dad-10726 172 5 be be AUX dad-10726 172 6 np{answer np{answer PRON dad-10726 172 7 } } PUNCT dad-10726 173 1 [ [ X dad-10726 173 2 has have AUX dad-10726 173 3 ] ] X dad-10726 173 4 vbd vbd NOUN dad-10726 173 5 np np PROPN dad-10726 173 6 , , PUNCT dad-10726 173 7 where where SCONJ dad-10726 173 8 : : PUNCT dad-10726 173 9 the the DET dad-10726 173 10 tag tag NOUN dad-10726 173 11 { { PUNCT dad-10726 173 12 answer answer NOUN dad-10726 173 13 } } PUNCT dad-10726 173 14 indicates indicate VERB dad-10726 173 15 the the DET dad-10726 173 16 position position NOUN dad-10726 173 17 of of ADP dad-10726 173 18 the the DET dad-10726 173 19 answer answer NOUN dad-10726 173 20 ; ; PUNCT dad-10726 173 21 the the DET dad-10726 173 22 syntactic syntactic ADJ dad-10726 173 23 information information NOUN dad-10726 173 24 is be AUX dad-10726 173 25 encoded encode VERB dad-10726 173 26 by by ADP dad-10726 173 27 the the DET dad-10726 173 28 tags tag NOUN dad-10726 173 29 of of ADP dad-10726 173 30 the the DET dad-10726 173 31 parsed parse VERB dad-10726 173 32 text text NOUN dad-10726 173 33 fragment fragment NOUN dad-10726 173 34 ; ; PUNCT dad-10726 173 35 and and CCONJ dad-10726 173 36 , , PUNCT dad-10726 173 37 the the DET dad-10726 173 38 lexical lexical ADJ dad-10726 173 39 information information NOUN dad-10726 173 40 is be AUX dad-10726 173 41 represented represent VERB dad-10726 173 42 by by ADP dad-10726 173 43 the the DET dad-10726 173 44 tokens token NOUN dad-10726 173 45 between between ADP dad-10726 173 46 square square ADJ dad-10726 173 47 brackets bracket NOUN dad-10726 173 48 . . PUNCT dad-10726 174 1 note note VERB dad-10726 174 2 that that SCONJ dad-10726 174 3 the the DET dad-10726 174 4 lexical lexical ADJ dad-10726 174 5 information information NOUN dad-10726 174 6 that that PRON dad-10726 174 7 composes compose VERB dad-10726 174 8 the the DET dad-10726 174 9 patterns pattern NOUN dad-10726 174 10 refers refer VERB dad-10726 174 11 to to ADP dad-10726 174 12 the the DET dad-10726 174 13 tokens token NOUN dad-10726 174 14 learned learn VERB dad-10726 174 15 from from ADP dad-10726 174 16 the the DET dad-10726 174 17 sentence sentence NOUN dad-10726 174 18 , , PUNCT dad-10726 174 19 but but CCONJ dad-10726 174 20 that that PRON dad-10726 174 21 are be AUX dad-10726 174 22 not not PART dad-10726 174 23 present present ADJ dad-10726 174 24 in in ADP dad-10726 174 25 the the DET dad-10726 174 26 seed seed NOUN dad-10726 174 27 question question NOUN dad-10726 174 28 , , PUNCT dad-10726 174 29 nor nor CCONJ dad-10726 174 30 in in ADP dad-10726 174 31 the the DET dad-10726 174 32 answer answer NOUN dad-10726 174 33 . . PUNCT dad-10726 175 1 155 155 NUM dad-10726 175 2 curto curto NOUN dad-10726 175 3 , , PUNCT dad-10726 175 4 mendes mende NOUN dad-10726 175 5 and and CCONJ dad-10726 175 6 coheur coheur NOUN dad-10726 175 7 algorithm algorithm NOUN dad-10726 175 8 1 1 NUM dad-10726 175 9 pattern pattern NOUN dad-10726 175 10 learning learn VERB dad-10726 175 11 algorithm algorithm NOUN dad-10726 175 12 procedure procedure NOUN dad-10726 175 13 pattern pattern NOUN dad-10726 175 14 - - PUNCT dad-10726 175 15 learning(seed learning(seed NOUN dad-10726 175 16 - - PUNCT dad-10726 175 17 pair pair NOUN dad-10726 175 18 : : PUNCT dad-10726 175 19 question question NOUN dad-10726 175 20 - - PUNCT dad-10726 175 21 answer answer NOUN dad-10726 175 22 pair pair NOUN dad-10726 175 23 ) ) PUNCT dad-10726 175 24 patterns← patterns← PRON dad-10726 175 25 [ [ X dad-10726 175 26 ] ] X dad-10726 175 27 phrase phrase NOUN dad-10726 175 28 - - PUNCT dad-10726 175 29 nodes← nodes← ADJ dad-10726 175 30 get get NOUN dad-10726 175 31 - - PUNCT dad-10726 175 32 phrase phrase NOUN dad-10726 175 33 - - PUNCT dad-10726 175 34 nodes(seed nodes(seed NOUN dad-10726 175 35 - - PUNCT dad-10726 175 36 pair.question.parse pair.question.parse NOUN dad-10726 175 37 - - PUNCT dad-10726 175 38 tree tree NOUN dad-10726 175 39 ) ) PUNCT dad-10726 175 40 for for ADP dad-10726 175 41 each each DET dad-10726 175 42 permutation permutation NOUN dad-10726 175 43 in in ADP dad-10726 175 44 permute({phrase permute({phrase NOUN dad-10726 175 45 - - PUNCT dad-10726 175 46 nodes node NOUN dad-10726 175 47 , , PUNCT dad-10726 175 48 ∗ ∗ NOUN dad-10726 175 49 , , PUNCT dad-10726 175 50 seed-pair.answer seed-pair.answer NOUN dad-10726 175 51 } } PUNCT dad-10726 175 52 ) ) PUNCT dad-10726 175 53 do do VERB dad-10726 175 54 query query NOUN dad-10726 175 55 ← ← PROPN dad-10726 175 56 enclose enclose VERB dad-10726 175 57 - - PUNCT dad-10726 175 58 double double ADJ dad-10726 175 59 - - PUNCT dad-10726 175 60 quotes(permutation quotes(permutation NOUN dad-10726 175 61 ) ) PUNCT dad-10726 176 1 results← results← PROPN dad-10726 176 2 search(query search(query NOUN dad-10726 176 3 ) ) PUNCT dad-10726 176 4 for for ADP dad-10726 176 5 each each DET dad-10726 176 6 sentence sentence NOUN dad-10726 176 7 in in ADP dad-10726 176 8 results.sentences results.sentence NOUN dad-10726 176 9 do do AUX dad-10726 176 10 if if SCONJ dad-10726 176 11 matches(sentence matches(sentence PROPN dad-10726 176 12 , , PUNCT dad-10726 176 13 permutation permutation NOUN dad-10726 176 14 ) ) PUNCT dad-10726 176 15 then then ADV dad-10726 176 16 pattern← pattern← PROPN dad-10726 176 17 rewrite rewrite VERB dad-10726 176 18 - - PUNCT dad-10726 176 19 as as ADP dad-10726 176 20 - - PUNCT dad-10726 176 21 pattern(sentence pattern(sentence NOUN dad-10726 176 22 , , PUNCT dad-10726 176 23 phrase phrase NOUN dad-10726 176 24 - - PUNCT dad-10726 176 25 nodes node NOUN dad-10726 176 26 ) ) PUNCT dad-10726 176 27 patterns← patterns← PROPN dad-10726 176 28 add(patterns add(pattern NOUN dad-10726 176 29 , , PUNCT dad-10726 176 30 pattern pattern NOUN dad-10726 176 31 ) ) PUNCT dad-10726 176 32 end end VERB dad-10726 176 33 if if SCONJ dad-10726 176 34 end end NOUN dad-10726 176 35 for for ADP dad-10726 176 36 end end NOUN dad-10726 176 37 for for ADP dad-10726 176 38 return return NOUN dad-10726 176 39 patterns pattern NOUN dad-10726 176 40 end end NOUN dad-10726 176 41 procedure procedure NOUN dad-10726 176 42 1 1 NUM dad-10726 176 43 root root NOUN dad-10726 176 44 2 2 NUM dad-10726 176 45 s s NOUN dad-10726 176 46 17 17 NUM dad-10726 176 47 . . PUNCT dad-10726 176 48 . . PUNCT dad-10726 177 1 5 5 NUM dad-10726 177 2 vp vp NOUN dad-10726 177 3 7 7 NUM dad-10726 177 4 vp vp NOUN dad-10726 177 5 9 9 NUM dad-10726 177 6 np np INTJ dad-10726 177 7 13 13 NUM dad-10726 177 8 pp pp NUM dad-10726 177 9 15 15 NUM dad-10726 177 10 np np NUM dad-10726 177 11 16 16 NUM dad-10726 177 12 nnp nnp NOUN dad-10726 177 13 david david PROPN dad-10726 177 14 14 14 NUM dad-10726 177 15 in in ADP dad-10726 177 16 of of ADP dad-10726 177 17 10 10 NUM dad-10726 177 18 np np NUM dad-10726 177 19 12 12 NUM dad-10726 177 20 nn nn NOUN dad-10726 177 21 statue statue NOUN dad-10726 177 22 11 11 NUM dad-10726 177 23 dt dt NOUN dad-10726 177 24 the the DET dad-10726 177 25 8 8 NUM dad-10726 177 26 vbn vbn NOUN dad-10726 177 27 sculpted sculpt VERB dad-10726 177 28 6 6 NUM dad-10726 177 29 vbz vbz NOUN dad-10726 177 30 has have VERB dad-10726 177 31 3 3 NUM dad-10726 177 32 np np PART dad-10726 177 33 4 4 NUM dad-10726 177 34 nnp nnp NOUN dad-10726 177 35 michelangelo michelangelo NOUN dad-10726 177 36 figure figure NOUN dad-10726 177 37 5 5 NUM dad-10726 177 38 : : PUNCT dad-10726 177 39 parse parse NOUN dad-10726 177 40 tree tree NOUN dad-10726 177 41 of of ADP dad-10726 177 42 the the DET dad-10726 177 43 sentence sentence NOUN dad-10726 177 44 michelangelo michelangelo NOUN dad-10726 177 45 has have AUX dad-10726 177 46 sculpted sculpt VERB dad-10726 177 47 the the DET dad-10726 177 48 statue statue NOUN dad-10726 177 49 of of ADP dad-10726 177 50 david david PROPN dad-10726 177 51 . . PUNCT dad-10726 178 1 3.3 3.3 NUM dad-10726 178 2 strong strong ADJ dad-10726 178 3 , , PUNCT dad-10726 178 4 inflected inflected ADJ dad-10726 178 5 and and CCONJ dad-10726 178 6 weak weak ADJ dad-10726 178 7 patterns pattern NOUN dad-10726 178 8 patterns pattern NOUN dad-10726 178 9 that that PRON dad-10726 178 10 withhold withhold VERB dad-10726 178 11 the the DET dad-10726 178 12 content content NOUN dad-10726 178 13 of of ADP dad-10726 178 14 all all DET dad-10726 178 15 phrases phrase NOUN dad-10726 178 16 of of ADP dad-10726 178 17 the the DET dad-10726 178 18 seed seed NOUN dad-10726 178 19 question question NOUN dad-10726 178 20 are be AUX dad-10726 178 21 named name VERB dad-10726 178 22 strong strong ADJ dad-10726 178 23 patterns pattern NOUN dad-10726 178 24 . . PUNCT dad-10726 179 1 these these PRON dad-10726 179 2 are be AUX dad-10726 179 3 built build VERB dad-10726 179 4 by by ADP dad-10726 179 5 forcing force VERB dad-10726 179 6 every every DET dad-10726 179 7 phrase phrase NOUN dad-10726 179 8 ( ( PUNCT dad-10726 179 9 except except SCONJ dad-10726 179 10 the the DET dad-10726 179 11 wh wh NOUN dad-10726 179 12 - - NOUN dad-10726 179 13 phrase phrase NOUN dad-10726 179 14 ) ) PUNCT dad-10726 179 15 to to PART dad-10726 179 16 be be AUX dad-10726 179 17 present present ADJ dad-10726 179 18 in in ADP dad-10726 179 19 the the DET dad-10726 179 20 patterns pattern NOUN dad-10726 179 21 . . PUNCT dad-10726 180 1 this this PRON dad-10726 180 2 is be AUX dad-10726 180 3 the the DET dad-10726 180 4 expected expect VERB dad-10726 180 5 behaviour behaviour NOUN dad-10726 180 6 for for ADP dad-10726 180 7 nounand nounand CCONJ dad-10726 180 8 prepositional prepositional NOUN dad-10726 180 9 - - NOUN dad-10726 180 10 phrases phrase NOUN dad-10726 180 11 that that PRON dad-10726 180 12 should should AUX dad-10726 180 13 be be AUX dad-10726 180 14 stated state VERB dad-10726 180 15 ipsis ipsis NOUN dad-10726 180 16 verbis verbis NOUN dad-10726 180 17 in in ADP dad-10726 180 18 the the DET dad-10726 180 19 sentences sentence NOUN dad-10726 180 20 from from ADP dad-10726 180 21 where where SCONJ dad-10726 180 22 the the DET dad-10726 180 23 patterns pattern NOUN dad-10726 180 24 are be AUX dad-10726 180 25 learned learn VERB dad-10726 180 26 . . PUNCT dad-10726 181 1 however however ADV dad-10726 181 2 , , PUNCT dad-10726 181 3 the the DET dad-10726 181 4 same same ADJ dad-10726 181 5 does do AUX dad-10726 181 6 not not PART dad-10726 181 7 apply apply VERB dad-10726 181 8 for for ADP dad-10726 181 9 verb156 verb156 PROPN dad-10726 181 10 question question NOUN dad-10726 181 11 generation generation NOUN dad-10726 181 12 with with ADP dad-10726 181 13 the the DET dad-10726 181 14 - - PUNCT dad-10726 181 15 mentor mentor NOUN dad-10726 181 16 phrases phrase NOUN dad-10726 181 17 . . PUNCT dad-10726 182 1 for for ADP dad-10726 182 2 instance instance NOUN dad-10726 182 3 , , PUNCT dad-10726 182 4 the the DET dad-10726 182 5 system system NOUN dad-10726 182 6 should should AUX dad-10726 182 7 be be AUX dad-10726 182 8 flexible flexible ADJ dad-10726 182 9 enough enough ADV dad-10726 182 10 to to PART dad-10726 182 11 learn learn VERB dad-10726 182 12 the the DET dad-10726 182 13 pattern pattern NOUN dad-10726 182 14 for for ADP dad-10726 182 15 the the DET dad-10726 182 16 question question NOUN dad-10726 182 17 who who PRON dad-10726 182 18 sculpted sculpt VERB dad-10726 182 19 the the DET dad-10726 182 20 statue statue NOUN dad-10726 182 21 of of ADP dad-10726 182 22 david david PROPN dad-10726 182 23 ? ? PUNCT dad-10726 183 1 from from ADP dad-10726 183 2 the the DET dad-10726 183 3 sentence sentence NOUN dad-10726 183 4 michelangelo michelangelo NOUN dad-10726 183 5 finished finish VERB dad-10726 183 6 sculpting sculpt VERB dad-10726 183 7 the the DET dad-10726 183 8 statue statue NOUN dad-10726 183 9 of of ADP dad-10726 183 10 david david PROPN dad-10726 183 11 in in ADP dad-10726 183 12 1504 1504 NUM dad-10726 183 13 , , PUNCT dad-10726 183 14 even even ADV dad-10726 183 15 though though SCONJ dad-10726 183 16 the the DET dad-10726 183 17 verb verb NOUN dad-10726 183 18 to to ADP dad-10726 183 19 sculpt sculpt PROPN dad-10726 183 20 is be AUX dad-10726 183 21 inflected inflect VERB dad-10726 183 22 differently differently ADV dad-10726 183 23 . . PUNCT dad-10726 184 1 therefore therefore ADV dad-10726 184 2 , , PUNCT dad-10726 184 3 another another DET dad-10726 184 4 type type NOUN dad-10726 184 5 of of ADP dad-10726 184 6 patterns pattern NOUN dad-10726 184 7 is be AUX dad-10726 184 8 allowed allow VERB dad-10726 184 9 – – PUNCT dad-10726 184 10 the the DET dad-10726 184 11 inflected inflected ADJ dad-10726 184 12 patterns pattern NOUN dad-10726 184 13 – – PUNCT dad-10726 184 14 where where SCONJ dad-10726 184 15 the the DET dad-10726 184 16 main main ADJ dad-10726 184 17 verb verb NOUN dad-10726 184 18 of of ADP dad-10726 184 19 the the DET dad-10726 184 20 question question NOUN dad-10726 184 21 is be AUX dad-10726 184 22 replaced replace VERB dad-10726 184 23 by by ADP dad-10726 184 24 each each PRON dad-10726 184 25 of of ADP dad-10726 184 26 its its PRON dad-10726 184 27 inflections inflection NOUN dad-10726 184 28 and and CCONJ dad-10726 184 29 the the DET dad-10726 184 30 auxiliary auxiliary ADJ dad-10726 184 31 verb verb NOUN dad-10726 184 32 ( ( PUNCT dad-10726 184 33 if if SCONJ dad-10726 184 34 it it PRON dad-10726 184 35 exists exist VERB dad-10726 184 36 ) ) PUNCT dad-10726 184 37 is be AUX dad-10726 184 38 removed remove VERB dad-10726 184 39 from from ADP dad-10726 184 40 the the DET dad-10726 184 41 permutations permutation NOUN dad-10726 184 42 that that PRON dad-10726 184 43 build build VERB dad-10726 184 44 the the DET dad-10726 184 45 queries query NOUN dad-10726 184 46 sent send VERB dad-10726 184 47 to to ADP dad-10726 184 48 the the DET dad-10726 184 49 search search NOUN dad-10726 184 50 engine engine NOUN dad-10726 184 51 . . PUNCT dad-10726 185 1 being be AUX dad-10726 185 2 so so ADV dad-10726 185 3 , , PUNCT dad-10726 185 4 the the DET dad-10726 185 5 next next ADJ dad-10726 185 6 queries query NOUN dad-10726 185 7 are be AUX dad-10726 185 8 also also ADV dad-10726 185 9 created create VERB dad-10726 185 10 and and CCONJ dad-10726 185 11 submitted submit VERB dad-10726 185 12 to to ADP dad-10726 185 13 the the DET dad-10726 185 14 search search NOUN dad-10726 185 15 engine engine NOUN dad-10726 185 16 : : PUNCT dad-10726 185 17 " " PUNCT dad-10726 185 18 michelangelo michelangelo NOUN dad-10726 185 19 * * PUNCT dad-10726 185 20 sculpting sculpt VERB dad-10726 185 21 the the DET dad-10726 185 22 statue statue NOUN dad-10726 185 23 of of ADP dad-10726 185 24 david david PROPN dad-10726 185 25 " " PUNCT dad-10726 185 26 , , PUNCT dad-10726 185 27 " " PUNCT dad-10726 185 28 michelangelo michelangelo NOUN dad-10726 185 29 * * PUNCT dad-10726 185 30 sculpt sculpt ADJ dad-10726 185 31 the the DET dad-10726 185 32 statue statue NOUN dad-10726 185 33 of of ADP dad-10726 185 34 david david PROPN dad-10726 185 35 " " PUNCT dad-10726 185 36 and and CCONJ dad-10726 185 37 " " PUNCT dad-10726 185 38 michelangelo michelangelo NOUN dad-10726 185 39 * * PUNCT dad-10726 185 40 sculpts sculpt VERB dad-10726 185 41 the the DET dad-10726 185 42 statue statue NOUN dad-10726 185 43 of of ADP dad-10726 185 44 david david PROPN dad-10726 185 45 " " PUNCT dad-10726 185 46 . . PUNCT dad-10726 186 1 this this PRON dad-10726 186 2 allows allow VERB dad-10726 186 3 the the DET dad-10726 186 4 system system NOUN dad-10726 186 5 to to PART dad-10726 186 6 find find VERB dad-10726 186 7 patterns pattern NOUN dad-10726 186 8 that that PRON dad-10726 186 9 are be AUX dad-10726 186 10 not not PART dad-10726 186 11 in in ADP dad-10726 186 12 the the DET dad-10726 186 13 same same ADJ dad-10726 186 14 verbal verbal ADJ dad-10726 186 15 tense tense NOUN dad-10726 186 16 of of ADP dad-10726 186 17 the the DET dad-10726 186 18 question question NOUN dad-10726 186 19 . . PUNCT dad-10726 187 1 a a DET dad-10726 187 2 final final ADJ dad-10726 187 3 type type NOUN dad-10726 187 4 of of ADP dad-10726 187 5 patterns pattern NOUN dad-10726 187 6 – – PUNCT dad-10726 187 7 the the DET dad-10726 187 8 weak weak ADJ dad-10726 187 9 patterns pattern NOUN dad-10726 187 10 – – PUNCT dad-10726 187 11 is be AUX dad-10726 187 12 also also ADV dad-10726 187 13 possible possible ADJ dad-10726 187 14 . . PUNCT dad-10726 188 1 in in ADP dad-10726 188 2 order order NOUN dad-10726 188 3 to to PART dad-10726 188 4 learn learn VERB dad-10726 188 5 these these DET dad-10726 188 6 patterns pattern NOUN dad-10726 188 7 , , PUNCT dad-10726 188 8 only only ADV dad-10726 188 9 the the DET dad-10726 188 10 nounand nounand ADV dad-10726 188 11 prepositional prepositional ADJ dad-10726 188 12 - - NOUN dad-10726 188 13 phrases phrase NOUN dad-10726 188 14 of of ADP dad-10726 188 15 the the DET dad-10726 188 16 question question NOUN dad-10726 188 17 , , PUNCT dad-10726 188 18 the the DET dad-10726 188 19 answer answer NOUN dad-10726 188 20 and and CCONJ dad-10726 188 21 the the DET dad-10726 188 22 wildcard wildcard NOUN dad-10726 188 23 are be AUX dad-10726 188 24 submitted submit VERB dad-10726 188 25 to to ADP dad-10726 188 26 the the DET dad-10726 188 27 search search NOUN dad-10726 188 28 engine engine NOUN dad-10726 188 29 , , PUNCT dad-10726 188 30 that that ADV dad-10726 188 31 is is ADV dad-10726 188 32 , , PUNCT dad-10726 188 33 verb verb NOUN dad-10726 188 34 - - PUNCT dad-10726 188 35 phrases phrase NOUN dad-10726 188 36 are be AUX dad-10726 188 37 simply simply ADV dad-10726 188 38 discarded discard VERB dad-10726 188 39 . . PUNCT dad-10726 189 1 following follow VERB dad-10726 189 2 the the DET dad-10726 189 3 previous previous ADJ dad-10726 189 4 example example NOUN dad-10726 189 5 , , PUNCT dad-10726 189 6 both both PRON dad-10726 189 7 " " PUNCT dad-10726 189 8 michelangelo michelangelo NOUN dad-10726 189 9 * * PUNCT dad-10726 189 10 the the DET dad-10726 189 11 statue statue NOUN dad-10726 189 12 of of ADP dad-10726 189 13 david david PROPN dad-10726 189 14 " " PUNCT dad-10726 189 15 and and CCONJ dad-10726 189 16 " " PUNCT dad-10726 189 17 the the DET dad-10726 189 18 statue statue NOUN dad-10726 189 19 of of ADP dad-10726 189 20 david david PROPN dad-10726 189 21 * * PUNCT dad-10726 189 22 michelangelo michelangelo PROPN dad-10726 189 23 " " PUNCT dad-10726 189 24 are be AUX dad-10726 189 25 the the DET dad-10726 189 26 two two NUM dad-10726 189 27 queries query NOUN dad-10726 189 28 that that PRON dad-10726 189 29 might might AUX dad-10726 189 30 result result VERB dad-10726 189 31 in in ADP dad-10726 189 32 weak weak ADJ dad-10726 189 33 patterns pattern NOUN dad-10726 189 34 . . PUNCT dad-10726 190 1 although although SCONJ dad-10726 190 2 they they PRON dad-10726 190 3 do do AUX dad-10726 190 4 not not PART dad-10726 190 5 completely completely ADV dad-10726 190 6 rephrase rephrase VERB dad-10726 190 7 the the DET dad-10726 190 8 question question NOUN dad-10726 190 9 , , PUNCT dad-10726 190 10 these these DET dad-10726 190 11 patterns pattern NOUN dad-10726 190 12 are be AUX dad-10726 190 13 particularly particularly ADV dad-10726 190 14 interesting interesting ADJ dad-10726 190 15 because because SCONJ dad-10726 190 16 they they PRON dad-10726 190 17 can can AUX dad-10726 190 18 capture capture VERB dad-10726 190 19 the the DET dad-10726 190 20 relation relation NOUN dad-10726 190 21 between between ADP dad-10726 190 22 the the DET dad-10726 190 23 question question NOUN dad-10726 190 24 and and CCONJ dad-10726 190 25 the the DET dad-10726 190 26 answer answer NOUN dad-10726 190 27 . . PUNCT dad-10726 191 1 for for ADP dad-10726 191 2 instance instance NOUN dad-10726 191 3 , , PUNCT dad-10726 191 4 the the DET dad-10726 191 5 pattern pattern NOUN dad-10726 191 6 np np ADP dad-10726 191 7 [ [ X dad-10726 191 8 , , X dad-10726 191 9 ] ] X dad-10726 192 1 [ [ X dad-10726 192 2 by by ADP dad-10726 192 3 ] ] PUNCT dad-10726 192 4 np{answer np{answer PRON dad-10726 192 5 } } PUNCT dad-10726 192 6 should should AUX dad-10726 192 7 be be AUX dad-10726 192 8 learned learn VERB dad-10726 192 9 from from ADP dad-10726 192 10 the the DET dad-10726 192 11 sentence sentence NOUN dad-10726 192 12 the the DET dad-10726 192 13 statue statue NOUN dad-10726 192 14 of of ADP dad-10726 192 15 david david PROPN dad-10726 192 16 , , PUNCT dad-10726 192 17 by by ADP dad-10726 192 18 michelangelo michelangelo NOUN dad-10726 192 19 , , PUNCT dad-10726 192 20 even even ADV dad-10726 192 21 if if SCONJ dad-10726 192 22 it it PRON dad-10726 192 23 does do AUX dad-10726 192 24 not not PART dad-10726 192 25 include include VERB dad-10726 192 26 the the DET dad-10726 192 27 verb verb NOUN dad-10726 192 28 ( ( PUNCT dad-10726 192 29 in in ADP dad-10726 192 30 this this DET dad-10726 192 31 case case NOUN dad-10726 192 32 , , PUNCT dad-10726 192 33 sculpted sculpt VERB dad-10726 192 34 ) ) PUNCT dad-10726 192 35 . . PUNCT dad-10726 193 1 these these DET dad-10726 193 2 patterns pattern NOUN dad-10726 193 3 are be AUX dad-10726 193 4 different different ADJ dad-10726 193 5 from from ADP dad-10726 193 6 the the DET dad-10726 193 7 strong strong ADJ dad-10726 193 8 and and CCONJ dad-10726 193 9 inflected inflected ADJ dad-10726 193 10 patterns pattern NOUN dad-10726 193 11 , , PUNCT dad-10726 193 12 not not PART dad-10726 193 13 only only ADV dad-10726 193 14 because because SCONJ dad-10726 193 15 of of ADP dad-10726 193 16 the the DET dad-10726 193 17 way way NOUN dad-10726 193 18 they they PRON dad-10726 193 19 were be AUX dad-10726 193 20 created create VERB dad-10726 193 21 , , PUNCT dad-10726 193 22 but but CCONJ dad-10726 193 23 also also ADV dad-10726 193 24 because because SCONJ dad-10726 193 25 they they PRON dad-10726 193 26 trigger trigger VERB dad-10726 193 27 distinct distinct ADJ dad-10726 193 28 strategies strategy NOUN dad-10726 193 29 to to PART dad-10726 193 30 question question VERB dad-10726 193 31 generation generation NOUN dad-10726 193 32 , , PUNCT dad-10726 193 33 as as SCONJ dad-10726 193 34 we we PRON dad-10726 193 35 will will AUX dad-10726 193 36 see see VERB dad-10726 193 37 . . PUNCT dad-10726 194 1 finally finally ADV dad-10726 194 2 , , PUNCT dad-10726 194 3 we we PRON dad-10726 194 4 should should AUX dad-10726 194 5 mention mention VERB dad-10726 194 6 that that SCONJ dad-10726 194 7 the the DET dad-10726 194 8 - - PUNCT dad-10726 194 9 mentor mentor NOUN dad-10726 194 10 patterns pattern NOUN dad-10726 194 11 are be AUX dad-10726 194 12 more more ADV dad-10726 194 13 complex complex ADJ dad-10726 194 14 than than ADP dad-10726 194 15 the the DET dad-10726 194 16 ones one NOUN dad-10726 194 17 presented present VERB dad-10726 194 18 , , PUNCT dad-10726 194 19 as as SCONJ dad-10726 194 20 they they PRON dad-10726 194 21 are be AUX dad-10726 194 22 explicitly explicitly ADV dad-10726 194 23 linked link VERB dad-10726 194 24 to to ADP dad-10726 194 25 their their PRON dad-10726 194 26 seed seed NOUN dad-10726 194 27 question question NOUN dad-10726 194 28 by by ADP dad-10726 194 29 indexes index NOUN dad-10726 194 30 , , PUNCT dad-10726 194 31 mapping map VERB dad-10726 194 32 the the DET dad-10726 194 33 position position NOUN dad-10726 194 34 of of ADP dad-10726 194 35 each each DET dad-10726 194 36 one one NUM dad-10726 194 37 of of ADP dad-10726 194 38 their their PRON dad-10726 194 39 components component NOUN dad-10726 194 40 into into ADP dad-10726 194 41 the the DET dad-10726 194 42 seed seed NOUN dad-10726 194 43 question question NOUN dad-10726 194 44 components component NOUN dad-10726 194 45 . . PUNCT dad-10726 195 1 for for ADP dad-10726 195 2 the the DET dad-10726 195 3 sake sake NOUN dad-10726 195 4 of of ADP dad-10726 195 5 simplicity simplicity NOUN dad-10726 195 6 , , PUNCT dad-10726 195 7 we we PRON dad-10726 195 8 decided decide VERB dad-10726 195 9 to to PART dad-10726 195 10 omit omit VERB dad-10726 195 11 these these DET dad-10726 195 12 indices.9 indices.9 NOUN dad-10726 195 13 the the DET dad-10726 195 14 syntax syntax NOUN dad-10726 195 15 of of ADP dad-10726 195 16 the the DET dad-10726 195 17 patterns pattern NOUN dad-10726 195 18 , , PUNCT dad-10726 195 19 however however ADV dad-10726 195 20 , , PUNCT dad-10726 195 21 is be AUX dad-10726 195 22 not not PART dad-10726 195 23 as as ADV dad-10726 195 24 sophisticated sophisticated ADJ dad-10726 195 25 as as ADP dad-10726 195 26 the the DET dad-10726 195 27 ones one NOUN dad-10726 195 28 allowed allow VERB dad-10726 195 29 by by ADP dad-10726 195 30 tregex tregex NOUN dad-10726 195 31 ( ( PUNCT dad-10726 195 32 levy levy NOUN dad-10726 195 33 and and CCONJ dad-10726 195 34 andrew andrew PROPN dad-10726 195 35 2006 2006 NUM dad-10726 195 36 ) ) PUNCT dad-10726 195 37 , , PUNCT dad-10726 195 38 since since SCONJ dad-10726 195 39 it it PRON dad-10726 195 40 does do AUX dad-10726 195 41 not not PART dad-10726 195 42 allow allow VERB dad-10726 195 43 so so ADV dad-10726 195 44 many many ADJ dad-10726 195 45 node node NOUN dad-10726 195 46 - - PUNCT dad-10726 195 47 node node ADJ dad-10726 195 48 relations relation NOUN dad-10726 195 49 . . PUNCT dad-10726 196 1 3.4 3.4 NUM dad-10726 196 2 patterns pattern NOUN dad-10726 196 3 ’ ' PUNCT dad-10726 196 4 validation validation NOUN dad-10726 196 5 the the DET dad-10726 196 6 first first ADJ dad-10726 196 7 q q NOUN dad-10726 196 8 / / SYM dad-10726 196 9 a a DET dad-10726 196 10 pair pair NOUN dad-10726 196 11 of of ADP dad-10726 196 12 each each DET dad-10726 196 13 seed seed NOUN dad-10726 196 14 / / SYM dad-10726 196 15 validation validation NOUN dad-10726 196 16 pair pair NOUN dad-10726 196 17 – – PUNCT dad-10726 196 18 the the DET dad-10726 196 19 seed seed NOUN dad-10726 196 20 q q NOUN dad-10726 196 21 / / SYM dad-10726 196 22 a a DET dad-10726 196 23 pair pair NOUN dad-10726 196 24 – – PUNCT dad-10726 196 25 is be AUX dad-10726 196 26 necessary necessary ADJ dad-10726 196 27 for for ADP dad-10726 196 28 learning learn VERB dad-10726 196 29 strong strong ADJ dad-10726 196 30 , , PUNCT dad-10726 196 31 inflected inflected ADJ dad-10726 196 32 and and CCONJ dad-10726 196 33 weak weak ADJ dad-10726 196 34 patterns pattern NOUN dad-10726 196 35 , , PUNCT dad-10726 196 36 as as SCONJ dad-10726 196 37 explained explain VERB dad-10726 196 38 before before ADV dad-10726 196 39 . . PUNCT dad-10726 197 1 however however ADV dad-10726 197 2 , , PUNCT dad-10726 197 3 these these DET dad-10726 197 4 patterns pattern NOUN dad-10726 197 5 have have VERB dad-10726 197 6 to to PART dad-10726 197 7 be be AUX dad-10726 197 8 validated validate VERB dad-10726 197 9 by by ADP dad-10726 197 10 the the DET dad-10726 197 11 second second ADJ dad-10726 197 12 q q NOUN dad-10726 197 13 / / SYM dad-10726 197 14 a a DET dad-10726 197 15 pair pair NOUN dad-10726 197 16 . . PUNCT dad-10726 198 1 this this DET dad-10726 198 2 validation validation NOUN dad-10726 198 3 is be AUX dad-10726 198 4 required require VERB dad-10726 198 5 because because SCONJ dad-10726 198 6 , , PUNCT dad-10726 198 7 although although SCONJ dad-10726 198 8 many many ADJ dad-10726 198 9 of of ADP dad-10726 198 10 the the DET dad-10726 198 11 learned learn VERB dad-10726 198 12 patterns pattern NOUN dad-10726 198 13 are be AUX dad-10726 198 14 generic generic ADJ dad-10726 198 15 enough enough ADV dad-10726 198 16 to to PART dad-10726 198 17 be be AUX dad-10726 198 18 applied apply VERB dad-10726 198 19 to to ADP dad-10726 198 20 other other ADJ dad-10726 198 21 questions question NOUN dad-10726 198 22 , , PUNCT dad-10726 198 23 others other NOUN dad-10726 198 24 are be AUX dad-10726 198 25 too too ADV dad-10726 198 26 closely closely ADV dad-10726 198 27 related relate VERB dad-10726 198 28 to to ADP dad-10726 198 29 the the DET dad-10726 198 30 seed seed NOUN dad-10726 198 31 pair pair NOUN dad-10726 198 32 and and CCONJ dad-10726 198 33 , , PUNCT dad-10726 198 34 therefore therefore ADV dad-10726 198 35 , , PUNCT dad-10726 198 36 too too ADV dad-10726 198 37 specific specific ADJ dad-10726 198 38 . . PUNCT dad-10726 199 1 for for ADP dad-10726 199 2 instance instance NOUN dad-10726 199 3 , , PUNCT dad-10726 199 4 the the DET dad-10726 199 5 pattern pattern NOUN dad-10726 199 6 np np ADP dad-10726 200 1 [ [ X dad-10726 200 2 :] :] INTJ dad-10726 200 3 nnp{answer nnp{answer PRON dad-10726 200 4 } } PUNCT dad-10726 201 1 [ [ X dad-10726 201 2 ’s ’s X dad-10726 201 3 ] ] X dad-10726 202 1 [ [ X dad-10726 202 2 renaissance renaissance X dad-10726 202 3 ] ] X dad-10726 203 1 [ [ X dad-10726 203 2 masterpiece masterpiece X dad-10726 203 3 ] ] X dad-10726 203 4 [ [ X dad-10726 203 5 was be AUX dad-10726 203 6 ] ] X dad-10726 203 7 vbn vbn NOUN dad-10726 203 8 ( ( PUNCT dad-10726 203 9 learned learn VERB dad-10726 203 10 from from ADP dad-10726 203 11 the the DET dad-10726 203 12 sentence sentence NOUN dad-10726 203 13 statue statue NOUN dad-10726 203 14 of of ADP dad-10726 203 15 david david PROPN dad-10726 203 16 : : PUNCT dad-10726 203 17 michelangelo michelangelo PROPN dad-10726 203 18 ’s ’s PART dad-10726 203 19 renaissance renaissance NOUN dad-10726 203 20 masterpiece masterpiece NOUN dad-10726 203 21 was be AUX dad-10726 203 22 sculpted sculpt VERB dad-10726 203 23 from from ADP dad-10726 203 24 1501 1501 NUM dad-10726 203 25 to to ADP dad-10726 203 26 1504 1504 NUM dad-10726 203 27 . . PUNCT dad-10726 203 28 ) ) PUNCT dad-10726 204 1 is be AUX dad-10726 204 2 specific specific ADJ dad-10726 204 3 to to ADP dad-10726 204 4 a a DET dad-10726 204 5 certain certain ADJ dad-10726 204 6 cultural cultural ADJ dad-10726 204 7 movement movement NOUN dad-10726 204 8 ( ( PUNCT dad-10726 204 9 the the DET dad-10726 204 10 renaissance renaissance NOUN dad-10726 204 11 ) ) PUNCT dad-10726 204 12 and and CCONJ dad-10726 204 13 will will AUX dad-10726 204 14 only only ADV dad-10726 204 15 be be AUX dad-10726 204 16 applied apply VERB dad-10726 204 17 in in ADP dad-10726 204 18 sentences sentence NOUN dad-10726 204 19 that that PRON dad-10726 204 20 refer refer VERB dad-10726 204 21 to to ADP dad-10726 204 22 it it PRON dad-10726 204 23 . . PUNCT dad-10726 205 1 therefore therefore ADV dad-10726 205 2 , , PUNCT dad-10726 205 3 the the DET dad-10726 205 4 validation validation NOUN dad-10726 205 5 q q NOUN dad-10726 205 6 / / SYM dad-10726 205 7 a a DET dad-10726 205 8 pair pair NOUN dad-10726 205 9 of of ADP dad-10726 205 10 the the DET dad-10726 205 11 seed seed NOUN dad-10726 205 12 / / SYM dad-10726 205 13 validation validation NOUN dad-10726 205 14 pair pair NOUN dad-10726 205 15 is be AUX dad-10726 205 16 parsed parse VERB dad-10726 205 17 , , PUNCT dad-10726 205 18 matched match VERB dad-10726 205 19 against against ADP dad-10726 205 20 the the DET dad-10726 205 21 previously previously ADV dad-10726 205 22 learned learn VERB dad-10726 205 23 patterns pattern NOUN dad-10726 205 24 and and CCONJ dad-10726 205 25 sent send VERB dad-10726 205 26 to to ADP dad-10726 205 27 the the DET dad-10726 205 28 search search NOUN dad-10726 205 29 engine engine NOUN dad-10726 205 30 . . PUNCT dad-10726 206 1 for for SCONJ dad-10726 206 2 a a DET dad-10726 206 3 candidate candidate NOUN dad-10726 206 4 pattern pattern NOUN dad-10726 206 5 to to PART dad-10726 206 6 be be AUX dad-10726 206 7 validated validate VERB dad-10726 206 8 , , PUNCT dad-10726 206 9 its its PRON dad-10726 206 10 components component NOUN dad-10726 206 11 are be AUX dad-10726 206 12 instantiated instantiate VERB dad-10726 206 13 with with ADP dad-10726 206 14 the the DET dad-10726 206 15 content content NOUN dad-10726 206 16 of of ADP dad-10726 206 17 the the DET dad-10726 206 18 question question NOUN dad-10726 206 19 ’s ’s PART dad-10726 206 20 respective respective ADJ dad-10726 206 21 syntactic syntactic ADJ dad-10726 206 22 constituents constituent NOUN dad-10726 206 23 . . PUNCT dad-10726 207 1 the the DET dad-10726 207 2 result result NOUN dad-10726 207 3 of of ADP dad-10726 207 4 this this DET dad-10726 207 5 instantiation instantiation NOUN dad-10726 207 6 is be AUX dad-10726 207 7 enclosed enclose VERB dad-10726 207 8 in in ADP dad-10726 207 9 double double ADJ dad-10726 207 10 quotes quote NOUN dad-10726 207 11 and and CCONJ dad-10726 207 12 sent send VERB dad-10726 207 13 to to ADP dad-10726 207 14 the the DET dad-10726 207 15 search search NOUN dad-10726 207 16 engine engine NOUN dad-10726 207 17 . . PUNCT dad-10726 208 1 a a DET dad-10726 208 2 score score NOUN dad-10726 208 3 that that PRON dad-10726 208 4 measures measure VERB dad-10726 208 5 the the DET dad-10726 208 6 generality generality NOUN dad-10726 208 7 of of ADP dad-10726 208 8 the the DET dad-10726 208 9 pattern pattern NOUN dad-10726 208 10 is be AUX dad-10726 208 11 given give VERB dad-10726 208 12 by by ADP dad-10726 208 13 the the DET dad-10726 208 14 ratio ratio NOUN dad-10726 208 15 between between ADP dad-10726 208 16 the the DET dad-10726 208 17 number number NOUN dad-10726 208 18 of of ADP dad-10726 208 19 retrieved retrieve VERB dad-10726 208 20 text text NOUN dad-10726 208 21 snippets snippet NOUN dad-10726 208 22 and and CCONJ dad-10726 208 23 the the DET dad-10726 208 24 maximum maximum ADJ dad-10726 208 25 number number NOUN dad-10726 208 26 of of ADP dad-10726 208 27 text text NOUN dad-10726 208 28 snippets snippet NOUN dad-10726 208 29 retrieved retrieve VERB dad-10726 208 30 by by ADP dad-10726 208 31 the the DET dad-10726 208 32 search search NOUN dad-10726 208 33 engine engine NOUN dad-10726 208 34 . . PUNCT dad-10726 209 1 if if SCONJ dad-10726 209 2 this this DET dad-10726 209 3 score score NOUN dad-10726 209 4 is be AUX dad-10726 209 5 above above ADP dad-10726 209 6 a a DET dad-10726 209 7 certain certain ADJ dad-10726 209 8 threshold threshold NOUN dad-10726 209 9 , , PUNCT dad-10726 209 10 the the DET dad-10726 209 11 pattern pattern NOUN dad-10726 209 12 is be AUX dad-10726 209 13 validated validate VERB dad-10726 209 14 . . PUNCT dad-10726 210 1 9 9 X dad-10726 210 2 . . X dad-10726 210 3 we we PRON dad-10726 210 4 will will AUX dad-10726 210 5 refer refer VERB dad-10726 210 6 to to ADP dad-10726 210 7 these these DET dad-10726 210 8 indices index NOUN dad-10726 210 9 in in ADP dad-10726 210 10 section section NOUN dad-10726 210 11 4 4 NUM dad-10726 210 12 , , PUNCT dad-10726 210 13 which which PRON dad-10726 210 14 is be AUX dad-10726 210 15 dedicated dedicate VERB dad-10726 210 16 to to ADP dad-10726 210 17 the the DET dad-10726 210 18 question question NOUN dad-10726 210 19 generation generation NOUN dad-10726 210 20 subtask subtask NOUN dad-10726 210 21 . . PUNCT dad-10726 211 1 157 157 NUM dad-10726 211 2 curto curto NOUN dad-10726 211 3 , , PUNCT dad-10726 211 4 mendes mende NOUN dad-10726 211 5 and and CCONJ dad-10726 211 6 coheur coheur VERB dad-10726 211 7 for for ADP dad-10726 211 8 example example NOUN dad-10726 211 9 , , PUNCT dad-10726 211 10 consider consider VERB dad-10726 211 11 the the DET dad-10726 211 12 seed seed NOUN dad-10726 211 13 / / SYM dad-10726 211 14 validation validation NOUN dad-10726 211 15 pair pair NOUN dad-10726 211 16 [ [ X dad-10726 211 17 “ " PUNCT dad-10726 211 18 who who PRON dad-10726 211 19 sculpted sculpt VERB dad-10726 211 20 the the DET dad-10726 211 21 statue statue NOUN dad-10726 211 22 of of ADP dad-10726 211 23 david david PROPN dad-10726 211 24 ? ? PROPN dad-10726 211 25 ; ; PUNCT dad-10726 211 26 michelangelo”/“who michelangelo”/“who PRON dad-10726 211 27 invented invent VERB dad-10726 211 28 penicillin penicillin PROPN dad-10726 211 29 ? ? PUNCT dad-10726 211 30 ; ; PUNCT dad-10726 211 31 alexander alexander PROPN dad-10726 211 32 fleming fleming PROPN dad-10726 211 33 ” " PUNCT dad-10726 211 34 ] ] X dad-10726 211 35 , , PUNCT dad-10726 211 36 that that PRON dad-10726 211 37 whnp whnp NOUN dad-10726 211 38 vbd vbd VERB dad-10726 211 39 np np PROPN dad-10726 211 40 is be AUX dad-10726 211 41 the the DET dad-10726 211 42 parsing parsing NOUN dad-10726 211 43 result result NOUN dad-10726 211 44 of of ADP dad-10726 211 45 the the DET dad-10726 211 46 question question NOUN dad-10726 211 47 in in ADP dad-10726 211 48 the the DET dad-10726 211 49 second second ADJ dad-10726 211 50 q q NOUN dad-10726 211 51 / / SYM dad-10726 211 52 a a DET dad-10726 211 53 pair pair NOUN dad-10726 211 54 and and CCONJ dad-10726 211 55 that that SCONJ dad-10726 211 56 np np INTJ dad-10726 211 57 vbd vbd NOUN dad-10726 211 58 by by ADP dad-10726 211 59 { { PUNCT dad-10726 211 60 answer answer NOUN dad-10726 211 61 } } PUNCT dad-10726 211 62 is be AUX dad-10726 211 63 a a DET dad-10726 211 64 candidate candidate NOUN dad-10726 211 65 pattern pattern NOUN dad-10726 211 66 . . PUNCT dad-10726 212 1 the the DET dad-10726 212 2 result result NOUN dad-10726 212 3 of of ADP dad-10726 212 4 the the DET dad-10726 212 5 instantiation instantiation NOUN dad-10726 212 6 of of ADP dad-10726 212 7 the the DET dad-10726 212 8 pattern pattern NOUN dad-10726 212 9 , , PUNCT dad-10726 212 10 later later ADV dad-10726 212 11 submitted submit VERB dad-10726 212 12 to to ADP dad-10726 212 13 the the DET dad-10726 212 14 search search NOUN dad-10726 212 15 engine engine NOUN dad-10726 212 16 , , PUNCT dad-10726 212 17 is be AUX dad-10726 212 18 : : PUNCT dad-10726 212 19 " " PUNCT dad-10726 212 20 penicillin penicillin NOUN dad-10726 212 21 invented invent VERB dad-10726 212 22 by by ADP dad-10726 212 23 alexander alexander PROPN dad-10726 212 24 fleming fleming PROPN dad-10726 212 25 " " PUNCT dad-10726 212 26 . . PUNCT dad-10726 213 1 this this DET dad-10726 213 2 strategy strategy NOUN dad-10726 213 3 is be AUX dad-10726 213 4 possible possible ADJ dad-10726 213 5 because because SCONJ dad-10726 213 6 the the DET dad-10726 213 7 - - PUNCT dad-10726 213 8 mentor mentor NOUN dad-10726 213 9 forces force NOUN dad-10726 213 10 both both DET dad-10726 213 11 questions question NOUN dad-10726 213 12 of of ADP dad-10726 213 13 a a DET dad-10726 213 14 seed seed NOUN dad-10726 213 15 / / SYM dad-10726 213 16 validation validation NOUN dad-10726 213 17 pair pair NOUN dad-10726 213 18 to to PART dad-10726 213 19 be be AUX dad-10726 213 20 syntactically syntactically ADV dad-10726 213 21 similar similar ADJ dad-10726 213 22 ( ( PUNCT dad-10726 213 23 whnp whnp PROPN dad-10726 213 24 vbd vbd NOUN dad-10726 213 25 np np PROPN dad-10726 213 26 is be AUX dad-10726 213 27 also also ADV dad-10726 213 28 the the DET dad-10726 213 29 parsing parsing NOUN dad-10726 213 30 result result NOUN dad-10726 213 31 of of ADP dad-10726 213 32 the the DET dad-10726 213 33 question question NOUN dad-10726 213 34 in in ADP dad-10726 213 35 the the DET dad-10726 213 36 first first ADJ dad-10726 213 37 q q NOUN dad-10726 213 38 / / SYM dad-10726 213 39 a a DET dad-10726 213 40 pair pair NOUN dad-10726 213 41 ) ) PUNCT dad-10726 213 42 . . PUNCT dad-10726 214 1 therefore therefore ADV dad-10726 214 2 , , PUNCT dad-10726 214 3 the the DET dad-10726 214 4 components component NOUN dad-10726 214 5 of of ADP dad-10726 214 6 the the DET dad-10726 214 7 candidate candidate NOUN dad-10726 214 8 pattern pattern NOUN dad-10726 214 9 can can AUX dad-10726 214 10 be be AUX dad-10726 214 11 associated associate VERB dad-10726 214 12 with with ADP dad-10726 214 13 the the DET dad-10726 214 14 syntactic syntactic ADJ dad-10726 214 15 constituents constituent NOUN dad-10726 214 16 of of ADP dad-10726 214 17 the the DET dad-10726 214 18 second second ADJ dad-10726 214 19 q q NOUN dad-10726 214 20 / / SYM dad-10726 214 21 a a DET dad-10726 214 22 pair pair NOUN dad-10726 214 23 . . PUNCT dad-10726 215 1 algorithm algorithm NOUN dad-10726 215 2 2 2 NUM dad-10726 215 3 summarizes summarize NOUN dad-10726 215 4 this this DET dad-10726 215 5 step step NOUN dad-10726 215 6 . . PUNCT dad-10726 216 1 in in ADP dad-10726 216 2 this this DET dad-10726 216 3 work work NOUN dad-10726 216 4 , , PUNCT dad-10726 216 5 the the DET dad-10726 216 6 maximum maximum ADJ dad-10726 216 7 number number NOUN dad-10726 216 8 of of ADP dad-10726 216 9 text text NOUN dad-10726 216 10 snippets snippet NOUN dad-10726 216 11 was be AUX dad-10726 216 12 16 16 NUM dad-10726 216 13 and and CCONJ dad-10726 216 14 the the DET dad-10726 216 15 threshold threshold NOUN dad-10726 216 16 was be AUX dad-10726 216 17 set set VERB dad-10726 216 18 to to ADP dad-10726 216 19 0.25 0.25 NUM dad-10726 216 20 . . PUNCT dad-10726 217 1 algorithm algorithm NOUN dad-10726 217 2 2 2 NUM dad-10726 217 3 pattern pattern NOUN dad-10726 217 4 validation validation NOUN dad-10726 217 5 algorithm algorithm NOUN dad-10726 217 6 procedure procedure NOUN dad-10726 217 7 pattern pattern NOUN dad-10726 217 8 - - PUNCT dad-10726 217 9 validation(patterns validation(pattern NOUN dad-10726 217 10 : : PUNCT dad-10726 217 11 patterns pattern NOUN dad-10726 217 12 to to PART dad-10726 217 13 validate validate VERB dad-10726 217 14 , , PUNCT dad-10726 217 15 validation validation NOUN dad-10726 217 16 - - PUNCT dad-10726 217 17 pair pair NOUN dad-10726 217 18 : : PUNCT dad-10726 217 19 questionanswer questionanswer VERB dad-10726 217 20 validation validation NOUN dad-10726 217 21 pair pair NOUN dad-10726 217 22 ) ) PUNCT dad-10726 218 1 threshold← threshold← NOUN dad-10726 218 2 x x PRON dad-10726 218 3 validated validate VERB dad-10726 218 4 - - PUNCT dad-10726 218 5 patterns← patterns← NOUN dad-10726 218 6 [ [ X dad-10726 218 7 ] ] X dad-10726 218 8 for for SCONJ dad-10726 218 9 each each DET dad-10726 218 10 pattern pattern NOUN dad-10726 218 11 in in ADP dad-10726 218 12 patterns pattern NOUN dad-10726 218 13 do do AUX dad-10726 218 14 query query NOUN dad-10726 218 15 ← ← PROPN dad-10726 218 16 rewrite rewrite VERB dad-10726 218 17 - - PUNCT dad-10726 218 18 as as ADP dad-10726 218 19 - - PUNCT dad-10726 218 20 query(validation query(validation NOUN dad-10726 218 21 - - PUNCT dad-10726 218 22 pair pair NOUN dad-10726 218 23 , , PUNCT dad-10726 218 24 pattern pattern NOUN dad-10726 218 25 ) ) PUNCT dad-10726 218 26 query query NOUN dad-10726 218 27 ← ← PROPN dad-10726 218 28 enclose enclose ADJ dad-10726 218 29 - - PUNCT dad-10726 218 30 double double ADJ dad-10726 218 31 - - PUNCT dad-10726 218 32 quotes(query quotes(query NOUN dad-10726 218 33 ) ) PUNCT dad-10726 219 1 results← results← PROPN dad-10726 219 2 search(query search(query NOUN dad-10726 219 3 ) ) PUNCT dad-10726 220 1 score← score← NOUN dad-10726 220 2 results.size/max-size results.size/max-size VERB dad-10726 220 3 if if SCONJ dad-10726 220 4 score score NOUN dad-10726 220 5 ≥ ≥ NOUN dad-10726 220 6 threshold threshold NOUN dad-10726 220 7 then then ADV dad-10726 220 8 validated validate VERB dad-10726 220 9 - - PUNCT dad-10726 220 10 patterns← patterns← NOUN dad-10726 220 11 add(validated add(validate VERB dad-10726 220 12 - - PUNCT dad-10726 220 13 patterns pattern NOUN dad-10726 220 14 , , PUNCT dad-10726 220 15 pattern pattern NOUN dad-10726 220 16 ) ) PUNCT dad-10726 220 17 end end VERB dad-10726 220 18 if if SCONJ dad-10726 220 19 end end NOUN dad-10726 220 20 for for ADP dad-10726 220 21 return return NOUN dad-10726 220 22 validated validate VERB dad-10726 220 23 - - PUNCT dad-10726 220 24 patterns pattern NOUN dad-10726 220 25 end end NOUN dad-10726 220 26 procedure procedure NOUN dad-10726 220 27 table table NOUN dad-10726 220 28 2 2 NUM dad-10726 220 29 shows show VERB dad-10726 220 30 a a DET dad-10726 220 31 simplified simplified ADJ dad-10726 220 32 example example NOUN dad-10726 220 33 of of ADP dad-10726 220 34 a a DET dad-10726 220 35 set set NOUN dad-10726 220 36 of of ADP dad-10726 220 37 patterns pattern NOUN dad-10726 220 38 ( ( PUNCT dad-10726 220 39 with with ADP dad-10726 220 40 different different ADJ dad-10726 220 41 types type NOUN dad-10726 220 42 ) ) PUNCT dad-10726 220 43 learned learn VERB dad-10726 220 44 for for ADP dad-10726 220 45 questions question NOUN dad-10726 220 46 with with ADP dad-10726 220 47 syntactic syntactic ADJ dad-10726 220 48 structure structure NOUN dad-10726 220 49 whnp whnp NOUN dad-10726 220 50 vbd vbd NOUN dad-10726 220 51 np np NOUN dad-10726 220 52 and and CCONJ dad-10726 220 53 category category NOUN dad-10726 220 54 human human NOUN dad-10726 220 55 : : PUNCT dad-10726 220 56 individual individual ADJ dad-10726 220 57 . . PUNCT dad-10726 221 1 question question NOUN dad-10726 221 2 human human ADJ dad-10726 221 3 : : PUNCT dad-10726 221 4 individual individual ADJ dad-10726 221 5 - - PUNCT dad-10726 221 6 whnp whnp NOUN dad-10726 221 7 vbd vbd NOUN dad-10726 221 8 np np NOUN dad-10726 221 9 score score NOUN dad-10726 221 10 pattern pattern NOUN dad-10726 221 11 type type NOUN dad-10726 221 12 0.625 0.625 NUM dad-10726 221 13 { { PUNCT dad-10726 221 14 answer answer NOUN dad-10726 221 15 } } PUNCT dad-10726 222 1 [ [ X dad-10726 222 2 ’s ’s X dad-10726 222 3 ] ] X dad-10726 222 4 np np ADP dad-10726 222 5 weak weak ADJ dad-10726 222 6 0.9375 0.9375 NUM dad-10726 222 7 { { PUNCT dad-10726 222 8 answer answer NOUN dad-10726 222 9 } } PUNCT dad-10726 222 10 [ [ X dad-10726 222 11 painted paint VERB dad-10726 222 12 ] ] PUNCT dad-10726 222 13 np np ADP dad-10726 222 14 weak weak ADJ dad-10726 222 15 0.25 0.25 NUM dad-10726 222 16 { { PUNCT dad-10726 222 17 answer answer NOUN dad-10726 222 18 } } PUNCT dad-10726 222 19 [ [ X dad-10726 222 20 began begin VERB dad-10726 222 21 ] ] X dad-10726 222 22 vbg vbg NOUN dad-10726 222 23 np np INTJ dad-10726 222 24 inflected inflect VERB dad-10726 222 25 1.0 1.0 NUM dad-10726 222 26 { { PUNCT dad-10726 222 27 answer answer NOUN dad-10726 222 28 } } PUNCT dad-10726 223 1 [ [ X dad-10726 223 2 to to PART dad-10726 223 3 ] ] PART dad-10726 223 4 vb vb VERB dad-10726 223 5 np np INTJ dad-10726 223 6 inflected inflect VERB dad-10726 223 7 0.625 0.625 NUM dad-10726 223 8 np np NOUN dad-10726 223 9 vbd vbd NOUN dad-10726 223 10 [ [ X dad-10726 223 11 by by ADP dad-10726 223 12 ] ] PUNCT dad-10726 223 13 { { PUNCT dad-10726 223 14 answer answer NOUN dad-10726 223 15 } } PUNCT dad-10726 223 16 strong strong ADJ dad-10726 223 17 1.0 1.0 NUM dad-10726 223 18 { { PUNCT dad-10726 223 19 answer answer NOUN dad-10726 223 20 } } PUNCT dad-10726 223 21 vbd vbd NOUN dad-10726 223 22 np np ADP dad-10726 223 23 strong strong ADJ dad-10726 223 24 table table NOUN dad-10726 223 25 2 2 NUM dad-10726 223 26 : : PUNCT dad-10726 223 27 examples example NOUN dad-10726 223 28 of of ADP dad-10726 223 29 learned learn VERB dad-10726 223 30 patterns pattern NOUN dad-10726 223 31 with with ADP dad-10726 223 32 respective respective ADJ dad-10726 223 33 score score NOUN dad-10726 223 34 and and CCONJ dad-10726 223 35 type type NOUN dad-10726 223 36 . . PUNCT dad-10726 224 1 158 158 NUM dad-10726 224 2 question question NOUN dad-10726 224 3 generation generation NOUN dad-10726 224 4 with with ADP dad-10726 224 5 the the DET dad-10726 224 6 - - PUNCT dad-10726 224 7 mentor mentor NOUN dad-10726 224 8 4 4 NUM dad-10726 224 9 . . PUNCT dad-10726 224 10 question question NOUN dad-10726 224 11 generation generation NOUN dad-10726 224 12 in in ADP dad-10726 224 13 this this DET dad-10726 224 14 section section NOUN dad-10726 224 15 we we PRON dad-10726 224 16 describe describe VERB dad-10726 224 17 the the DET dad-10726 224 18 component component NOUN dad-10726 224 19 responsible responsible ADJ dad-10726 224 20 for for ADP dad-10726 224 21 generating generate VERB dad-10726 224 22 questions question NOUN dad-10726 224 23 in in ADP dad-10726 224 24 the the DET dad-10726 224 25 - - PUNCT dad-10726 224 26 mentor mentor NOUN dad-10726 224 27 . . PUNCT dad-10726 225 1 we we PRON dad-10726 225 2 start start VERB dad-10726 225 3 by by ADP dad-10726 225 4 presenting present VERB dad-10726 225 5 our our PRON dad-10726 225 6 algorithm algorithm NOUN dad-10726 225 7 for for ADP dad-10726 225 8 matching match VERB dad-10726 225 9 the the DET dad-10726 225 10 lexico lexico NOUN dad-10726 225 11 - - PUNCT dad-10726 225 12 syntactic syntactic ADJ dad-10726 225 13 patterns pattern NOUN dad-10726 225 14 . . PUNCT dad-10726 226 1 afterwards afterwards ADV dad-10726 226 2 , , PUNCT dad-10726 226 3 we we PRON dad-10726 226 4 show show VERB dad-10726 226 5 how how SCONJ dad-10726 226 6 question question NOUN dad-10726 226 7 generation generation NOUN dad-10726 226 8 is be AUX dad-10726 226 9 performed perform VERB dad-10726 226 10 depending depend VERB dad-10726 226 11 on on ADP dad-10726 226 12 the the DET dad-10726 226 13 type type NOUN dad-10726 226 14 of of ADP dad-10726 226 15 learned learn VERB dad-10726 226 16 patterns pattern NOUN dad-10726 226 17 and and CCONJ dad-10726 226 18 we we PRON dad-10726 226 19 finish finish VERB dad-10726 226 20 with with ADP dad-10726 226 21 a a DET dad-10726 226 22 description description NOUN dad-10726 226 23 of of ADP dad-10726 226 24 the the DET dad-10726 226 25 filters filter NOUN dad-10726 226 26 used use VERB dad-10726 226 27 to to PART dad-10726 226 28 discard discard VERB dad-10726 226 29 generated generate VERB dad-10726 226 30 questions question NOUN dad-10726 226 31 of of ADP dad-10726 226 32 low low ADJ dad-10726 226 33 quality quality NOUN dad-10726 226 34 . . PUNCT dad-10726 227 1 4.1 4.1 NUM dad-10726 227 2 pattern pattern NOUN dad-10726 227 3 matching match VERB dad-10726 227 4 the the DET dad-10726 227 5 subtask subtask NOUN dad-10726 227 6 dedicated dedicate VERB dad-10726 227 7 to to ADP dad-10726 227 8 the the DET dad-10726 227 9 question question NOUN dad-10726 227 10 ( ( PUNCT dad-10726 227 11 and and CCONJ dad-10726 227 12 answer answer NOUN dad-10726 227 13 ) ) PUNCT dad-10726 227 14 generation generation NOUN dad-10726 227 15 takes take VERB dad-10726 227 16 as as ADP dad-10726 227 17 input input NOUN dad-10726 227 18 the the DET dad-10726 227 19 previously previously ADV dad-10726 227 20 learned learn VERB dad-10726 227 21 set set NOUN dad-10726 227 22 of of ADP dad-10726 227 23 lexico lexico NOUN dad-10726 227 24 - - PUNCT dad-10726 227 25 syntactic syntactic ADJ dad-10726 227 26 patterns pattern NOUN dad-10726 227 27 and and CCONJ dad-10726 227 28 a a DET dad-10726 227 29 parsed parse VERB dad-10726 227 30 target target NOUN dad-10726 227 31 text text NOUN dad-10726 227 32 ( ( PUNCT dad-10726 227 33 a a DET dad-10726 227 34 sentence sentence NOUN dad-10726 227 35 , , PUNCT dad-10726 227 36 paragraph paragraph NOUN dad-10726 227 37 or or CCONJ dad-10726 227 38 a a DET dad-10726 227 39 full full ADJ dad-10726 227 40 document document NOUN dad-10726 227 41 ) ) PUNCT dad-10726 227 42 from from ADP dad-10726 227 43 which which PRON dad-10726 227 44 questions question NOUN dad-10726 227 45 should should AUX dad-10726 227 46 be be AUX dad-10726 227 47 generated generate VERB dad-10726 227 48 . . PUNCT dad-10726 228 1 afterwards afterwards ADV dad-10726 228 2 , , PUNCT dad-10726 228 3 the the DET dad-10726 228 4 patterns pattern NOUN dad-10726 228 5 are be AUX dad-10726 228 6 matched match VERB dad-10726 228 7 against against ADP dad-10726 228 8 the the DET dad-10726 228 9 syntactic syntactic ADJ dad-10726 228 10 structure structure NOUN dad-10726 228 11 of of ADP dad-10726 228 12 the the DET dad-10726 228 13 target target NOUN dad-10726 228 14 text text NOUN dad-10726 228 15 . . PUNCT dad-10726 229 1 for for ADP dad-10726 229 2 a a DET dad-10726 229 3 match match NOUN dad-10726 229 4 between between ADP dad-10726 229 5 a a DET dad-10726 229 6 fragment fragment NOUN dad-10726 229 7 of of ADP dad-10726 229 8 the the DET dad-10726 229 9 target target NOUN dad-10726 229 10 text text NOUN dad-10726 229 11 and and CCONJ dad-10726 229 12 a a DET dad-10726 229 13 pattern pattern NOUN dad-10726 229 14 to to PART dad-10726 229 15 occur occur VERB dad-10726 229 16 , , PUNCT dad-10726 229 17 there there PRON dad-10726 229 18 must must AUX dad-10726 229 19 be be AUX dad-10726 229 20 a a DET dad-10726 229 21 lexicosyntactic lexicosyntactic ADJ dad-10726 229 22 overlap overlap NOUN dad-10726 229 23 between between ADP dad-10726 229 24 the the DET dad-10726 229 25 pattern pattern NOUN dad-10726 229 26 and and CCONJ dad-10726 229 27 the the DET dad-10726 229 28 fragment fragment NOUN dad-10726 229 29 . . PUNCT dad-10726 230 1 thus thus ADV dad-10726 230 2 , , PUNCT dad-10726 230 3 two two NUM dad-10726 230 4 conditions condition NOUN dad-10726 230 5 must must AUX dad-10726 230 6 be be AUX dad-10726 230 7 met meet VERB dad-10726 230 8 : : PUNCT dad-10726 230 9 • • ADP dad-10726 230 10 the the DET dad-10726 230 11 fragment fragment NOUN dad-10726 230 12 of of ADP dad-10726 230 13 the the DET dad-10726 230 14 target target NOUN dad-10726 230 15 text text NOUN dad-10726 230 16 has have VERB dad-10726 230 17 to to PART dad-10726 230 18 share share VERB dad-10726 230 19 the the DET dad-10726 230 20 syntactic syntactic ADJ dad-10726 230 21 structure structure NOUN dad-10726 230 22 of of ADP dad-10726 230 23 the the DET dad-10726 230 24 pattern pattern NOUN dad-10726 230 25 . . PUNCT dad-10726 231 1 that that PRON dad-10726 231 2 is be AUX dad-10726 231 3 , , PUNCT dad-10726 231 4 in in ADP dad-10726 231 5 a a DET dad-10726 231 6 depth depth NOUN dad-10726 231 7 - - PUNCT dad-10726 231 8 first first ADJ dad-10726 231 9 search search NOUN dad-10726 231 10 of of ADP dad-10726 231 11 the the DET dad-10726 231 12 parse parse NOUN dad-10726 231 13 tree tree NOUN dad-10726 231 14 of of ADP dad-10726 231 15 the the DET dad-10726 231 16 text text NOUN dad-10726 231 17 , , PUNCT dad-10726 231 18 the the DET dad-10726 231 19 sequence sequence NOUN dad-10726 231 20 of of ADP dad-10726 231 21 syntactic syntactic ADJ dad-10726 231 22 tags tag NOUN dad-10726 231 23 in in ADP dad-10726 231 24 the the DET dad-10726 231 25 pattern pattern NOUN dad-10726 231 26 has have VERB dad-10726 231 27 to to PART dad-10726 231 28 occur occur VERB dad-10726 231 29 ; ; PUNCT dad-10726 231 30 and and CCONJ dad-10726 231 31 • • NUM dad-10726 231 32 the the DET dad-10726 231 33 fragment fragment NOUN dad-10726 231 34 of of ADP dad-10726 231 35 the the DET dad-10726 231 36 target target NOUN dad-10726 231 37 text text NOUN dad-10726 231 38 has have VERB dad-10726 231 39 to to PART dad-10726 231 40 contain contain VERB dad-10726 231 41 the the DET dad-10726 231 42 same same ADJ dad-10726 231 43 words word NOUN dad-10726 231 44 of of ADP dad-10726 231 45 the the DET dad-10726 231 46 pattern pattern NOUN dad-10726 231 47 ( ( PUNCT dad-10726 231 48 if if SCONJ dad-10726 231 49 they they PRON dad-10726 231 50 exist exist VERB dad-10726 231 51 ) ) PUNCT dad-10726 231 52 in in ADP dad-10726 231 53 that that DET dad-10726 231 54 exact exact ADJ dad-10726 231 55 same same ADJ dad-10726 231 56 order order NOUN dad-10726 231 57 . . PUNCT dad-10726 232 1 this this PRON dad-10726 232 2 means mean VERB dad-10726 232 3 that that SCONJ dad-10726 232 4 each each DET dad-10726 232 5 match match NOUN dad-10726 232 6 is be AUX dad-10726 232 7 done do VERB dad-10726 232 8 both both CCONJ dad-10726 232 9 at at ADP dad-10726 232 10 the the DET dad-10726 232 11 lexical lexical ADJ dad-10726 232 12 level level NOUN dad-10726 232 13 – – PUNCT dad-10726 232 14 since since SCONJ dad-10726 232 15 most most ADJ dad-10726 232 16 of of ADP dad-10726 232 17 the the DET dad-10726 232 18 patterns pattern NOUN dad-10726 232 19 include include VERB dad-10726 232 20 surface surface NOUN dad-10726 232 21 words word NOUN dad-10726 232 22 – – PUNCT dad-10726 232 23 and and CCONJ dad-10726 232 24 at at ADP dad-10726 232 25 the the DET dad-10726 232 26 syntactic syntactic ADJ dad-10726 232 27 level level NOUN dad-10726 232 28 . . PUNCT dad-10726 233 1 for for ADP dad-10726 233 2 that that DET dad-10726 233 3 purpose purpose NOUN dad-10726 233 4 , , PUNCT dad-10726 233 5 we we PRON dad-10726 233 6 have have AUX dad-10726 233 7 implemented implement VERB dad-10726 233 8 a a DET dad-10726 233 9 ( ( PUNCT dad-10726 233 10 recursive recursive ADJ dad-10726 233 11 ) ) PUNCT dad-10726 233 12 algorithm algorithm NOUN dad-10726 233 13 that that PRON dad-10726 233 14 explores explore VERB dad-10726 233 15 the the DET dad-10726 233 16 parsed parse VERB dad-10726 233 17 tree tree NOUN dad-10726 233 18 of of ADP dad-10726 233 19 a a DET dad-10726 233 20 text text NOUN dad-10726 233 21 in in ADP dad-10726 233 22 a a DET dad-10726 233 23 top top ADJ dad-10726 233 24 - - PUNCT dad-10726 233 25 down down NOUN dad-10726 233 26 , , PUNCT dad-10726 233 27 left leave VERB dad-10726 233 28 - - PUNCT dad-10726 233 29 to to ADP dad-10726 233 30 - - PUNCT dad-10726 233 31 right right ADJ dad-10726 233 32 , , PUNCT dad-10726 233 33 depth depth NOUN dad-10726 233 34 - - PUNCT dad-10726 233 35 first first ADJ dad-10726 233 36 search search NOUN dad-10726 233 37 . . PUNCT dad-10726 234 1 this this DET dad-10726 234 2 algorithm algorithm NOUN dad-10726 234 3 tests test VERB dad-10726 234 4 if if SCONJ dad-10726 234 5 the the DET dad-10726 234 6 components component NOUN dad-10726 234 7 of of ADP dad-10726 234 8 the the DET dad-10726 234 9 lexico lexico NOUN dad-10726 234 10 - - PUNCT dad-10726 234 11 syntactic syntactic ADJ dad-10726 234 12 pattern pattern NOUN dad-10726 234 13 are be AUX dad-10726 234 14 present present ADJ dad-10726 234 15 in in ADP dad-10726 234 16 any any DET dad-10726 234 17 fragment fragment NOUN dad-10726 234 18 of of ADP dad-10726 234 19 the the DET dad-10726 234 20 target target NOUN dad-10726 234 21 text text NOUN dad-10726 234 22 . . PUNCT dad-10726 235 1 for for ADP dad-10726 235 2 example example NOUN dad-10726 235 3 , , PUNCT dad-10726 235 4 consider consider VERB dad-10726 235 5 the the DET dad-10726 235 6 inflected inflected ADJ dad-10726 235 7 pattern pattern NOUN dad-10726 235 8 np{answer np{answer NOUN dad-10726 235 9 } } PUNCT dad-10726 236 1 [ [ X dad-10726 236 2 began begin VERB dad-10726 236 3 ] ] X dad-10726 236 4 vbg vbg PROPN dad-10726 236 5 np np INTJ dad-10726 236 6 , , PUNCT dad-10726 236 7 a a DET dad-10726 236 8 sentence sentence NOUN dad-10726 236 9 in in ADP dad-10726 236 10 november november PROPN dad-10726 236 11 1912 1912 NUM dad-10726 236 12 , , PUNCT dad-10726 236 13 kafka kafka PROPN dad-10726 236 14 began begin VERB dad-10726 236 15 writing write VERB dad-10726 236 16 the the DET dad-10726 236 17 metamorphosis metamorphosis NOUN dad-10726 236 18 in in ADP dad-10726 236 19 the the DET dad-10726 236 20 target target NOUN dad-10726 236 21 text text NOUN dad-10726 236 22 and and CCONJ dad-10726 236 23 its its PRON dad-10726 236 24 parse parse NOUN dad-10726 236 25 tree tree NOUN dad-10726 236 26 ( ( PUNCT dad-10726 236 27 figure figure NOUN dad-10726 236 28 6 6 NUM dad-10726 236 29 ) ) PUNCT dad-10726 236 30 . . PUNCT dad-10726 237 1 in in ADP dad-10726 237 2 this this DET dad-10726 237 3 case case NOUN dad-10726 237 4 , , PUNCT dad-10726 237 5 there there PRON dad-10726 237 6 are be VERB dad-10726 237 7 two two NUM dad-10726 237 8 text text NOUN dad-10726 237 9 fragments fragment NOUN dad-10726 237 10 in in ADP dad-10726 237 11 the the DET dad-10726 237 12 sentence sentence NOUN dad-10726 237 13 that that PRON dad-10726 237 14 syntactically syntactically ADV dad-10726 237 15 match match VERB dad-10726 237 16 the the DET dad-10726 237 17 learned learn VERB dad-10726 237 18 pattern pattern NOUN dad-10726 237 19 , , PUNCT dad-10726 237 20 namely namely ADV dad-10726 237 21 those those PRON dad-10726 237 22 conveyed convey VERB dad-10726 237 23 by by ADP dad-10726 237 24 the the DET dad-10726 237 25 following follow VERB dad-10726 237 26 phrase phrase NOUN dad-10726 237 27 nodes nod VERB dad-10726 237 28 : : PUNCT dad-10726 237 29 • • NUM dad-10726 237 30 5 5 NUM dad-10726 237 31 np np NOUN dad-10726 237 32 12 12 NUM dad-10726 237 33 vbd vbd NOUN dad-10726 237 34 15 15 NUM dad-10726 237 35 vbg vbg NOUN dad-10726 237 36 16 16 NUM dad-10726 237 37 np np INTJ dad-10726 237 38 – – PUNCT dad-10726 237 39 november november PROPN dad-10726 237 40 1912 1912 NUM dad-10726 237 41 began begin VERB dad-10726 237 42 writing write VERB dad-10726 237 43 the the DET dad-10726 237 44 metamorphosis metamorphosis NOUN dad-10726 237 45 • • ADP dad-10726 237 46 9 9 NUM dad-10726 237 47 np np NOUN dad-10726 237 48 12 12 NUM dad-10726 237 49 vbd vbd NOUN dad-10726 237 50 15 15 NUM dad-10726 237 51 vbg vbg NOUN dad-10726 237 52 16 16 NUM dad-10726 237 53 np np INTJ dad-10726 237 54 – – PUNCT dad-10726 237 55 kafka kafka PROPN dad-10726 237 56 began begin VERB dad-10726 237 57 writing write VERB dad-10726 237 58 the the DET dad-10726 237 59 metamorphosis metamorphosis NOUN dad-10726 237 60 given give VERB dad-10726 237 61 that that SCONJ dad-10726 237 62 the the DET dad-10726 237 63 pattern pattern NOUN dad-10726 237 64 contains contain VERB dad-10726 237 65 lexical lexical ADJ dad-10726 237 66 information information NOUN dad-10726 237 67 ( ( PUNCT dad-10726 237 68 the the DET dad-10726 237 69 token token NOUN dad-10726 237 70 began begin VERB dad-10726 237 71 ) ) PUNCT dad-10726 237 72 , , PUNCT dad-10726 237 73 we we PRON dad-10726 237 74 test test VERB dad-10726 237 75 if if SCONJ dad-10726 237 76 this this DET dad-10726 237 77 information information NOUN dad-10726 237 78 is be AUX dad-10726 237 79 also also ADV dad-10726 237 80 in in ADP dad-10726 237 81 the the DET dad-10726 237 82 text text NOUN dad-10726 237 83 fragment fragment NOUN dad-10726 237 84 . . PUNCT dad-10726 238 1 being be AUX dad-10726 238 2 so so ADV dad-10726 238 3 , , PUNCT dad-10726 238 4 there there PRON dad-10726 238 5 is be VERB dad-10726 238 6 a a DET dad-10726 238 7 lexico lexico NOUN dad-10726 238 8 - - PUNCT dad-10726 238 9 syntactic syntactic ADJ dad-10726 238 10 overlap overlap NOUN dad-10726 238 11 between between ADP dad-10726 238 12 the the DET dad-10726 238 13 pattern pattern NOUN dad-10726 238 14 and and CCONJ dad-10726 238 15 each each PRON dad-10726 238 16 of of ADP dad-10726 238 17 the the DET dad-10726 238 18 text text NOUN dad-10726 238 19 segments segment NOUN dad-10726 238 20 . . PUNCT dad-10726 239 1 in in ADP dad-10726 239 2 subsection subsection NOUN dad-10726 239 3 4.3 4.3 NUM dad-10726 239 4 we we PRON dad-10726 239 5 will will AUX dad-10726 239 6 explain explain VERB dad-10726 239 7 how how SCONJ dad-10726 239 8 we we PRON dad-10726 239 9 discard discard VERB dad-10726 239 10 the the DET dad-10726 239 11 first first ADJ dad-10726 239 12 matched match VERB dad-10726 239 13 text text NOUN dad-10726 239 14 fragment fragment NOUN dad-10726 239 15 . . PUNCT dad-10726 240 1 4.2 4.2 NUM dad-10726 240 2 running run VERB dad-10726 240 3 strong strong ADJ dad-10726 240 4 , , PUNCT dad-10726 240 5 inflected inflected ADJ dad-10726 240 6 and and CCONJ dad-10726 240 7 weak weak ADJ dad-10726 240 8 patterns pattern NOUN dad-10726 240 9 after after ADP dad-10726 240 10 the the DET dad-10726 240 11 matching matching NOUN dad-10726 240 12 , , PUNCT dad-10726 240 13 the the DET dad-10726 240 14 generation generation NOUN dad-10726 240 15 of of ADP dad-10726 240 16 new new ADJ dad-10726 240 17 questions question NOUN dad-10726 240 18 ( ( PUNCT dad-10726 240 19 and and CCONJ dad-10726 240 20 extraction extraction NOUN dad-10726 240 21 of of ADP dad-10726 240 22 their their PRON dad-10726 240 23 respective respective ADJ dad-10726 240 24 answers answer NOUN dad-10726 240 25 ) ) PUNCT dad-10726 240 26 is be AUX dad-10726 240 27 straightforward straightforward ADJ dad-10726 240 28 , , PUNCT dad-10726 240 29 given give VERB dad-10726 240 30 that that SCONJ dad-10726 240 31 we we PRON dad-10726 240 32 keep keep VERB dad-10726 240 33 track track NOUN dad-10726 240 34 of of ADP dad-10726 240 35 the the DET dad-10726 240 36 q q NOUN dad-10726 240 37 / / SYM dad-10726 240 38 a a DET dad-10726 240 39 pairs pair NOUN dad-10726 240 40 that that PRON dad-10726 240 41 originated originate VERB dad-10726 240 42 each each DET dad-10726 240 43 pattern pattern NOUN dad-10726 240 44 and and CCONJ dad-10726 240 45 the the DET dad-10726 240 46 links link NOUN dad-10726 240 47 between between ADP dad-10726 240 48 them they PRON dad-10726 240 49 . . PUNCT dad-10726 241 1 159 159 NUM dad-10726 241 2 curto curto NOUN dad-10726 241 3 , , PUNCT dad-10726 241 4 mendes mende NOUN dad-10726 241 5 and and CCONJ dad-10726 241 6 coheur coheur X dad-10726 241 7 1 1 NUM dad-10726 241 8 root root VERB dad-10726 241 9 2 2 NUM dad-10726 241 10 s s PART dad-10726 241 11 11 11 NUM dad-10726 241 12 vp vp NOUN dad-10726 241 13 13 13 NUM dad-10726 241 14 s s NOUN dad-10726 241 15 14 14 NUM dad-10726 241 16 vp vp NOUN dad-10726 241 17 16 16 NUM dad-10726 241 18 np np INTJ dad-10726 241 19 18 18 NUM dad-10726 241 20 nn nn NOUN dad-10726 241 21 metamorphosis metamorphosis NOUN dad-10726 241 22 17 17 NUM dad-10726 241 23 dt dt NOUN dad-10726 241 24 the the DET dad-10726 241 25 15 15 NUM dad-10726 241 26 vbg vbg NOUN dad-10726 241 27 writing write VERB dad-10726 241 28 12 12 NUM dad-10726 241 29 vbd vbd NOUN dad-10726 241 30 began begin VERB dad-10726 241 31 9 9 NUM dad-10726 241 32 np np PART dad-10726 241 33 10 10 NUM dad-10726 241 34 nnp nnp NOUN dad-10726 241 35 kafka kafka PROPN dad-10726 241 36 8 8 NUM dad-10726 241 37 , , PUNCT dad-10726 241 38 , , PUNCT dad-10726 241 39 3 3 NUM dad-10726 241 40 pp pp ADP dad-10726 241 41 5 5 NUM dad-10726 241 42 np np SYM dad-10726 241 43 7 7 NUM dad-10726 241 44 cd cd NOUN dad-10726 241 45 1912 1912 NUM dad-10726 241 46 6 6 NUM dad-10726 241 47 nnp nnp NOUN dad-10726 241 48 november november PROPN dad-10726 241 49 4 4 NUM dad-10726 241 50 in in ADV dad-10726 241 51 in in ADP dad-10726 241 52 figure figure NOUN dad-10726 241 53 6 6 NUM dad-10726 241 54 : : PUNCT dad-10726 241 55 parse parse NOUN dad-10726 241 56 tree tree NOUN dad-10726 241 57 of of ADP dad-10726 241 58 the the DET dad-10726 241 59 sentence sentence NOUN dad-10726 241 60 in in ADP dad-10726 241 61 november november PROPN dad-10726 241 62 1912 1912 NUM dad-10726 241 63 , , PUNCT dad-10726 241 64 kafka kafka PROPN dad-10726 241 65 began begin VERB dad-10726 241 66 writing write VERB dad-10726 241 67 the the DET dad-10726 241 68 metamorphosis metamorphosis NOUN dad-10726 241 69 . . PUNCT dad-10726 242 1 the the DET dad-10726 242 2 strategies strategy NOUN dad-10726 242 3 for for ADP dad-10726 242 4 generating generate VERB dad-10726 242 5 new new ADJ dad-10726 242 6 q q NOUN dad-10726 242 7 / / SYM dad-10726 242 8 a a DET dad-10726 242 9 pairs pair NOUN dad-10726 242 10 differ differ VERB dad-10726 242 11 according accord VERB dad-10726 242 12 to to ADP dad-10726 242 13 the the DET dad-10726 242 14 type type NOUN dad-10726 242 15 of of ADP dad-10726 242 16 pattern pattern NOUN dad-10726 242 17 and and CCONJ dad-10726 242 18 go go VERB dad-10726 242 19 as as SCONJ dad-10726 242 20 follows follow VERB dad-10726 242 21 : : PUNCT dad-10726 242 22 strong strong ADJ dad-10726 242 23 patterns pattern NOUN dad-10726 242 24 – – PUNCT dad-10726 242 25 there there PRON dad-10726 242 26 is be VERB dad-10726 242 27 a a DET dad-10726 242 28 direct direct ADJ dad-10726 242 29 unification unification NOUN dad-10726 242 30 of of ADP dad-10726 242 31 the the DET dad-10726 242 32 text text NOUN dad-10726 242 33 fragment fragment NOUN dad-10726 242 34 that that PRON dad-10726 242 35 matched match VERB dad-10726 242 36 a a DET dad-10726 242 37 pattern pattern NOUN dad-10726 242 38 with with ADP dad-10726 242 39 the the DET dad-10726 242 40 syntactic syntactic ADJ dad-10726 242 41 constituents constituent NOUN dad-10726 242 42 of of ADP dad-10726 242 43 the the DET dad-10726 242 44 question question NOUN dad-10726 242 45 that that PRON dad-10726 242 46 generated generate VERB dad-10726 242 47 the the DET dad-10726 242 48 pattern pattern NOUN dad-10726 242 49 . . PUNCT dad-10726 243 1 the the DET dad-10726 243 2 wh wh NOUN dad-10726 243 3 - - NOUN dad-10726 243 4 phrase phrase NOUN dad-10726 243 5 from from ADP dad-10726 243 6 the the DET dad-10726 243 7 seed seed NOUN dad-10726 243 8 question question NOUN dad-10726 243 9 is be AUX dad-10726 243 10 used use VERB dad-10726 243 11 . . PUNCT dad-10726 244 1 figure figure VERB dad-10726 244 2 7 7 NUM dad-10726 244 3 shows show NOUN dad-10726 244 4 graphically graphically ADV dad-10726 244 5 the the DET dad-10726 244 6 generation generation NOUN dad-10726 244 7 of of ADP dad-10726 244 8 a a DET dad-10726 244 9 question question NOUN dad-10726 244 10 for for ADP dad-10726 244 11 a a DET dad-10726 244 12 strong strong ADJ dad-10726 244 13 pattern pattern NOUN dad-10726 244 14 and and CCONJ dad-10726 244 15 all all DET dad-10726 244 16 the the DET dad-10726 244 17 information information NOUN dad-10726 244 18 involved involve VERB dad-10726 244 19 in in ADP dad-10726 244 20 this this DET dad-10726 244 21 subtask subtask NOUN dad-10726 244 22 . . PUNCT dad-10726 245 1 the the DET dad-10726 245 2 colours colour NOUN dad-10726 245 3 identify identify VERB dad-10726 245 4 components component NOUN dad-10726 245 5 ( ( PUNCT dad-10726 245 6 either either CCONJ dad-10726 245 7 text text NOUN dad-10726 245 8 or or CCONJ dad-10726 245 9 syntactic syntactic ADJ dad-10726 245 10 constituents constituent NOUN dad-10726 245 11 ) ) PUNCT dad-10726 245 12 that that PRON dad-10726 245 13 are be AUX dad-10726 245 14 related relate VERB dad-10726 245 15 . . PUNCT dad-10726 246 1 in in ADP dad-10726 246 2 the the DET dad-10726 246 3 - - PUNCT dad-10726 246 4 mentor mentor NOUN dad-10726 246 5 , , PUNCT dad-10726 246 6 these these DET dad-10726 246 7 associations association NOUN dad-10726 246 8 are be AUX dad-10726 246 9 done do VERB dad-10726 246 10 by by ADP dad-10726 246 11 means mean NOUN dad-10726 246 12 of of ADP dad-10726 246 13 indices index NOUN dad-10726 246 14 that that PRON dad-10726 246 15 relate relate VERB dad-10726 246 16 the the DET dad-10726 246 17 constituents constituent NOUN dad-10726 246 18 of of ADP dad-10726 246 19 the the DET dad-10726 246 20 syntactic syntactic ADJ dad-10726 246 21 structure structure NOUN dad-10726 246 22 of of ADP dad-10726 246 23 a a DET dad-10726 246 24 question question NOUN dad-10726 246 25 to to ADP dad-10726 246 26 a a DET dad-10726 246 27 learned learn VERB dad-10726 246 28 pattern pattern NOUN dad-10726 246 29 . . PUNCT dad-10726 247 1 that that PRON dad-10726 247 2 is is ADV dad-10726 247 3 , , PUNCT dad-10726 247 4 a a DET dad-10726 247 5 pattern pattern NOUN dad-10726 247 6 np2 np2 INTJ dad-10726 247 7 vbd1 vbd1 PROPN dad-10726 247 8 by by ADP dad-10726 247 9 np{answer np{answer ADV dad-10726 247 10 } } PUNCT dad-10726 247 11 is be AUX dad-10726 247 12 augmented augment VERB dad-10726 247 13 with with ADP dad-10726 247 14 indices index NOUN dad-10726 247 15 that that PRON dad-10726 247 16 refer refer VERB dad-10726 247 17 to to ADP dad-10726 247 18 the the DET dad-10726 247 19 constituents constituent NOUN dad-10726 247 20 of of ADP dad-10726 247 21 the the DET dad-10726 247 22 seed seed NOUN dad-10726 247 23 question question NOUN dad-10726 247 24 : : PUNCT dad-10726 247 25 whnp0 whnp0 ADJ dad-10726 247 26 vbd1 vbd1 PROPN dad-10726 247 27 np2 np2 NOUN dad-10726 247 28 . . PUNCT dad-10726 248 1 when when SCONJ dad-10726 248 2 the the DET dad-10726 248 3 match match NOUN dad-10726 248 4 between between ADP dad-10726 248 5 a a DET dad-10726 248 6 pattern pattern NOUN dad-10726 248 7 and and CCONJ dad-10726 248 8 a a DET dad-10726 248 9 fragment fragment NOUN dad-10726 248 10 in in ADP dad-10726 248 11 the the DET dad-10726 248 12 target target NOUN dad-10726 248 13 text text NOUN dad-10726 248 14 occurs occur VERB dad-10726 248 15 , , PUNCT dad-10726 248 16 we we PRON dad-10726 248 17 use use VERB dad-10726 248 18 those those DET dad-10726 248 19 indices index NOUN dad-10726 248 20 to to PART dad-10726 248 21 build build VERB dad-10726 248 22 a a DET dad-10726 248 23 new new ADJ dad-10726 248 24 question question NOUN dad-10726 248 25 , , PUNCT dad-10726 248 26 with with ADP dad-10726 248 27 the the DET dad-10726 248 28 respective respective ADJ dad-10726 248 29 content content NOUN dad-10726 248 30 in in ADP dad-10726 248 31 the the DET dad-10726 248 32 correct correct ADJ dad-10726 248 33 position position NOUN dad-10726 248 34 . . PUNCT dad-10726 249 1 inflected inflect VERB dad-10726 249 2 patterns pattern NOUN dad-10726 249 3 – – PUNCT dad-10726 249 4 the the DET dad-10726 249 5 same same ADJ dad-10726 249 6 strategy strategy NOUN dad-10726 249 7 used use VERB dad-10726 249 8 for for ADP dad-10726 249 9 the the DET dad-10726 249 10 strong strong ADJ dad-10726 249 11 patterns pattern NOUN dad-10726 249 12 is be AUX dad-10726 249 13 applied apply VERB dad-10726 249 14 . . PUNCT dad-10726 250 1 however however ADV dad-10726 250 2 , , PUNCT dad-10726 250 3 the the DET dad-10726 250 4 verb verb NOUN dad-10726 250 5 is be AUX dad-10726 250 6 inflected inflect VERB dad-10726 250 7 with with ADP dad-10726 250 8 the the DET dad-10726 250 9 tense tense ADJ dad-10726 250 10 and and CCONJ dad-10726 250 11 person person NOUN dad-10726 250 12 existing exist VERB dad-10726 250 13 in in ADP dad-10726 250 14 the the DET dad-10726 250 15 seed seed NOUN dad-10726 250 16 question question NOUN dad-10726 250 17 and and CCONJ dad-10726 250 18 the the DET dad-10726 250 19 auxiliary auxiliary NOUN dad-10726 250 20 in in ADP dad-10726 250 21 the the DET dad-10726 250 22 question question NOUN dad-10726 250 23 is be AUX dad-10726 250 24 also also ADV dad-10726 250 25 used use VERB dad-10726 250 26 . . PUNCT dad-10726 251 1 weak weak ADJ dad-10726 251 2 patterns pattern NOUN dad-10726 251 3 – – PUNCT dad-10726 251 4 there there PRON dad-10726 251 5 is be VERB dad-10726 251 6 a a DET dad-10726 251 7 direct direct ADJ dad-10726 251 8 unification unification NOUN dad-10726 251 9 of of ADP dad-10726 251 10 the the DET dad-10726 251 11 text text NOUN dad-10726 251 12 fragment fragment NOUN dad-10726 251 13 that that PRON dad-10726 251 14 matched match VERB dad-10726 251 15 a a DET dad-10726 251 16 pattern pattern NOUN dad-10726 251 17 with with ADP dad-10726 251 18 the the DET dad-10726 251 19 syntactic syntactic ADJ dad-10726 251 20 constituents constituent NOUN dad-10726 251 21 of of ADP dad-10726 251 22 the the DET dad-10726 251 23 question question NOUN dad-10726 251 24 that that PRON dad-10726 251 25 generated generate VERB dad-10726 251 26 it it PRON dad-10726 251 27 . . PUNCT dad-10726 252 1 for for ADP dad-10726 252 2 all all DET dad-10726 252 3 the the DET dad-10726 252 4 components component NOUN dad-10726 252 5 that that PRON dad-10726 252 6 do do AUX dad-10726 252 7 not not PART dad-10726 252 8 appear appear VERB dad-10726 252 9 in in ADP dad-10726 252 10 the the DET dad-10726 252 11 fragment fragment NOUN dad-10726 252 12 , , PUNCT dad-10726 252 13 the the DET dad-10726 252 14 components component NOUN dad-10726 252 15 in in ADP dad-10726 252 16 the the DET dad-10726 252 17 question question NOUN dad-10726 252 18 are be AUX dad-10726 252 19 used use VERB dad-10726 252 20 . . PUNCT dad-10726 253 1 the the DET dad-10726 253 2 verbal verbal ADJ dad-10726 253 3 information information NOUN dad-10726 253 4 of of ADP dad-10726 253 5 strong strong ADJ dad-10726 253 6 and and CCONJ dad-10726 253 7 inflected inflected ADJ dad-10726 253 8 patterns pattern NOUN dad-10726 253 9 is be AUX dad-10726 253 10 then then ADV dad-10726 253 11 used use VERB dad-10726 253 12 to to PART dad-10726 253 13 fill fill VERB dad-10726 253 14 the the DET dad-10726 253 15 missing miss VERB dad-10726 253 16 elements element NOUN dad-10726 253 17 of of ADP dad-10726 253 18 the the DET dad-10726 253 19 weak weak ADJ dad-10726 253 20 pattern pattern NOUN dad-10726 253 21 . . PUNCT dad-10726 254 1 that that PRON dad-10726 254 2 is be AUX dad-10726 254 3 , , PUNCT dad-10726 254 4 since since SCONJ dad-10726 254 5 weak weak ADJ dad-10726 254 6 patterns pattern NOUN dad-10726 254 7 are be AUX dad-10726 254 8 learned learn VERB dad-10726 254 9 by by ADP dad-10726 254 10 discarding discard VERB dad-10726 254 11 verbal verbal ADJ dad-10726 254 12 160 160 NUM dad-10726 254 13 question question NOUN dad-10726 254 14 generation generation NOUN dad-10726 254 15 with with ADP dad-10726 254 16 the the DET dad-10726 254 17 - - PUNCT dad-10726 254 18 mentor mentor NOUN dad-10726 254 19 phrases phrase NOUN dad-10726 254 20 in in ADP dad-10726 254 21 the the DET dad-10726 254 22 query query NOUN dad-10726 254 23 submitted submit VERB dad-10726 254 24 to to ADP dad-10726 254 25 the the DET dad-10726 254 26 search search NOUN dad-10726 254 27 engine engine NOUN dad-10726 254 28 , , PUNCT dad-10726 254 29 sometimes sometimes ADV dad-10726 254 30 questions question NOUN dad-10726 254 31 can can AUX dad-10726 254 32 not not PART dad-10726 254 33 be be AUX dad-10726 254 34 generated generate VERB dad-10726 254 35 because because SCONJ dad-10726 254 36 a a DET dad-10726 254 37 verbal verbal ADJ dad-10726 254 38 phrase phrase NOUN dad-10726 254 39 is be AUX dad-10726 254 40 needed need VERB dad-10726 254 41 . . PUNCT dad-10726 255 1 therefore therefore ADV dad-10726 255 2 , , PUNCT dad-10726 255 3 strong strong ADJ dad-10726 255 4 and and CCONJ dad-10726 255 5 inflected inflected ADJ dad-10726 255 6 patterns pattern NOUN dad-10726 255 7 , , PUNCT dad-10726 255 8 which which PRON dad-10726 255 9 have have VERB dad-10726 255 10 the the DET dad-10726 255 11 same same ADJ dad-10726 255 12 seed seed NOUN dad-10726 255 13 pair pair NOUN dad-10726 255 14 in in ADP dad-10726 255 15 their their PRON dad-10726 255 16 origin origin NOUN dad-10726 255 17 as as ADP dad-10726 255 18 the the DET dad-10726 255 19 weak weak ADJ dad-10726 255 20 pattern pattern NOUN dad-10726 255 21 , , PUNCT dad-10726 255 22 will will AUX dad-10726 255 23 contribute contribute VERB dad-10726 255 24 with with ADP dad-10726 255 25 their their PRON dad-10726 255 26 verbal verbal ADJ dad-10726 255 27 phrases phrase NOUN dad-10726 255 28 . . PUNCT dad-10726 256 1 whnp whnp PROPN dad-10726 256 2 vbd vbd VERB dad-10726 256 3 np np INTJ dad-10726 256 4 np np INTJ dad-10726 256 5 vbd vbd NOUN dad-10726 256 6 by by ADP dad-10726 256 7 answer answer NOUN dad-10726 256 8 who who PRON dad-10726 256 9 composed compose VERB dad-10726 256 10 moonlight moonlight NOUN dad-10726 256 11 sonata sonata NOUN dad-10726 256 12 ? ? PUNCT dad-10726 257 1 ; ; PUNCT dad-10726 257 2 beethoven beethoven VERB dad-10726 257 3 question question NOUN dad-10726 257 4 analysis analysis NOUN dad-10726 257 5 generated generate VERB dad-10726 257 6 pattern pattern NOUN dad-10726 257 7 sentence sentence NOUN dad-10726 257 8 in in ADP dad-10726 257 9 the the DET dad-10726 257 10 target target NOUN dad-10726 257 11 document document NOUN dad-10726 257 12 . . PUNCT dad-10726 258 1 matched match VERB dad-10726 258 2 text text NOUN dad-10726 258 3 fragment fragment NOUN dad-10726 258 4 . . PUNCT dad-10726 259 1 new new ADJ dad-10726 259 2 q q NOUN dad-10726 259 3 / / SYM dad-10726 259 4 a a DET dad-10726 259 5 pair pair NOUN dad-10726 259 6 source source NOUN dad-10726 259 7 q q NOUN dad-10726 259 8 / / SYM dad-10726 259 9 a a DET dad-10726 259 10 pair pair NOUN dad-10726 259 11 one one NUM dad-10726 259 12 of of ADP dad-10726 259 13 my my PRON dad-10726 259 14 favorite favorite ADJ dad-10726 259 15 pieces piece NOUN dad-10726 259 16 is be AUX dad-10726 259 17 moonlight moonlight ADJ dad-10726 259 18 sonata sonata NOUN dad-10726 259 19 composed compose VERB dad-10726 259 20 by by ADP dad-10726 259 21 beethoven beethoven PROPN dad-10726 259 22 . . PUNCT dad-10726 260 1 who who PRON dad-10726 260 2 sculpted sculpt VERB dad-10726 260 3 the the DET dad-10726 260 4 statue statue NOUN dad-10726 260 5 of of ADP dad-10726 260 6 david david PROPN dad-10726 260 7 ? ? PUNCT dad-10726 261 1 ; ; PUNCT dad-10726 261 2 michelangelo michelangelo NOUN dad-10726 261 3 figure figure NOUN dad-10726 261 4 7 7 NUM dad-10726 261 5 : : PUNCT dad-10726 261 6 question question NOUN dad-10726 261 7 generation generation NOUN dad-10726 261 8 by by ADP dad-10726 261 9 the the DET dad-10726 261 10 - - PUNCT dad-10726 261 11 mentor mentor NOUN dad-10726 261 12 . . PUNCT dad-10726 262 1 4.3 4.3 NUM dad-10726 262 2 filtering filter VERB dad-10726 262 3 to to PART dad-10726 262 4 discard discard VERB dad-10726 262 5 low low ADJ dad-10726 262 6 quality quality NOUN dad-10726 262 7 q q NOUN dad-10726 262 8 / / SYM dad-10726 262 9 a a DET dad-10726 262 10 pairs pair NOUN dad-10726 262 11 , , PUNCT dad-10726 262 12 three three NUM dad-10726 262 13 different different ADJ dad-10726 262 14 filters filter NOUN dad-10726 262 15 are be AUX dad-10726 262 16 applied apply VERB dad-10726 262 17 : : PUNCT dad-10726 262 18 semantic semantic ADJ dad-10726 262 19 filter filter NOUN dad-10726 262 20 – – PUNCT dad-10726 262 21 a a DET dad-10726 262 22 first first ADJ dad-10726 262 23 filter filter NOUN dad-10726 262 24 forces force NOUN dad-10726 262 25 the the DET dad-10726 262 26 semantic semantic ADJ dad-10726 262 27 match match NOUN dad-10726 262 28 between between ADP dad-10726 262 29 the the DET dad-10726 262 30 question question NOUN dad-10726 262 31 and and CCONJ dad-10726 262 32 the the DET dad-10726 262 33 answer answer NOUN dad-10726 262 34 , , PUNCT dad-10726 262 35 discarding discard VERB dad-10726 262 36 the the DET dad-10726 262 37 q q NOUN dad-10726 262 38 / / SYM dad-10726 262 39 a a DET dad-10726 262 40 pairs pair NOUN dad-10726 262 41 where where SCONJ dad-10726 262 42 the the DET dad-10726 262 43 answer answer NOUN dad-10726 262 44 does do AUX dad-10726 262 45 not not PART dad-10726 262 46 comply comply VERB dad-10726 262 47 with with ADP dad-10726 262 48 the the DET dad-10726 262 49 question question NOUN dad-10726 262 50 category category NOUN dad-10726 262 51 . . PUNCT dad-10726 263 1 for for ADP dad-10726 263 2 that that PRON dad-10726 263 3 , , PUNCT dad-10726 263 4 at at ADV dad-10726 263 5 least least ADJ dad-10726 263 6 one one NUM dad-10726 263 7 of of ADP dad-10726 263 8 words word NOUN dad-10726 263 9 in in ADP dad-10726 263 10 the the DET dad-10726 263 11 answer answer NOUN dad-10726 263 12 has have VERB dad-10726 263 13 to to PART dad-10726 263 14 be be AUX dad-10726 263 15 associated associate VERB dad-10726 263 16 with with ADP dad-10726 263 17 the the DET dad-10726 263 18 category category NOUN dad-10726 263 19 attributed attribute VERB dad-10726 263 20 to to ADP dad-10726 263 21 the the DET dad-10726 263 22 question question NOUN dad-10726 263 23 . . PUNCT dad-10726 264 1 by by ADP dad-10726 264 2 doing do VERB dad-10726 264 3 so so ADV dad-10726 264 4 , , PUNCT dad-10726 264 5 the the DET dad-10726 264 6 - - PUNCT dad-10726 264 7 mentor mentor NOUN dad-10726 264 8 is be AUX dad-10726 264 9 able able ADJ dad-10726 264 10 to to PART dad-10726 264 11 rule rule VERB dad-10726 264 12 out out ADP dad-10726 264 13 the the DET dad-10726 264 14 incorrectly incorrectly ADV dad-10726 264 15 generated generate VERB dad-10726 264 16 q q NOUN dad-10726 264 17 / / SYM dad-10726 264 18 a a DET dad-10726 264 19 pair pair NOUN dad-10726 264 20 “ " PUNCT dad-10726 264 21 who who PRON dad-10726 264 22 wrote write VERB dad-10726 264 23 the the DET dad-10726 264 24 metamorphosis metamorphosis NOUN dad-10726 264 25 ? ? PUNCT dad-10726 264 26 ; ; PUNCT dad-10726 264 27 november november PROPN dad-10726 264 28 1912 1912 NUM dad-10726 264 29 ” " PUNCT dad-10726 264 30 . . PUNCT dad-10726 265 1 this this DET dad-10726 265 2 filter filter NOUN dad-10726 265 3 is be AUX dad-10726 265 4 based base VERB dad-10726 265 5 on on ADP dad-10726 265 6 wordnet wordnet NOUN dad-10726 265 7 ’s ’s PART dad-10726 265 8 ( ( PUNCT dad-10726 265 9 fellbaum fellbaum NOUN dad-10726 265 10 1998 1998 NUM dad-10726 265 11 ) ) PUNCT dad-10726 265 12 lexical lexical ADJ dad-10726 265 13 hierarchy hierarchy NOUN dad-10726 265 14 and and CCONJ dad-10726 265 15 on on ADP dad-10726 265 16 a a DET dad-10726 265 17 set set NOUN dad-10726 265 18 of of ADP dad-10726 265 19 fifty fifty NUM dad-10726 265 20 groups group NOUN dad-10726 265 21 of of ADP dad-10726 265 22 wordnet wordnet NOUN dad-10726 265 23 synsets synset NOUN dad-10726 265 24 , , PUNCT dad-10726 265 25 each each PRON dad-10726 265 26 representing represent VERB dad-10726 265 27 a a DET dad-10726 265 28 question question NOUN dad-10726 265 29 category category NOUN dad-10726 265 30 , , PUNCT dad-10726 265 31 which which PRON dad-10726 265 32 we we PRON dad-10726 265 33 have have AUX dad-10726 265 34 manually manually ADV dad-10726 265 35 created create VERB dad-10726 265 36 in in ADP dad-10726 265 37 a a DET dad-10726 265 38 previous previous ADJ dad-10726 265 39 work work NOUN dad-10726 265 40 ( ( PUNCT dad-10726 265 41 silva silva NOUN dad-10726 265 42 et et PROPN dad-10726 265 43 al al PROPN dad-10726 265 44 . . PROPN dad-10726 265 45 2011 2011 NUM dad-10726 265 46 ) ) PUNCT dad-10726 265 47 . . PUNCT dad-10726 266 1 to to PART dad-10726 266 2 find find VERB dad-10726 266 3 if if SCONJ dad-10726 266 4 a a DET dad-10726 266 5 synset synset NOUN dad-10726 266 6 belongs belong VERB dad-10726 266 7 to to ADP dad-10726 266 8 any any PRON dad-10726 266 9 of of ADP dad-10726 266 10 the the DET dad-10726 266 11 predefined predefine VERB dad-10726 266 12 groups group NOUN dad-10726 266 13 , , PUNCT dad-10726 266 14 we we PRON dad-10726 266 15 use use VERB dad-10726 266 16 a a DET dad-10726 266 17 breadth breadth NOUN dad-10726 266 18 - - PUNCT dad-10726 266 19 first first ADJ dad-10726 266 20 search search NOUN dad-10726 266 21 on on ADP dad-10726 266 22 the the DET dad-10726 266 23 synset synset NOUN dad-10726 266 24 ’s ’s PART dad-10726 266 25 hypernym hypernym NOUN dad-10726 266 26 tree tree NOUN dad-10726 266 27 . . PUNCT dad-10726 267 1 thus thus ADV dad-10726 267 2 , , PUNCT dad-10726 267 3 a a DET dad-10726 267 4 word word NOUN dad-10726 267 5 can can AUX dad-10726 267 6 be be AUX dad-10726 267 7 directly directly ADV dad-10726 267 8 associated associate VERB dad-10726 267 9 with with ADP dad-10726 267 10 a a DET dad-10726 267 11 higher high ADJ dad-10726 267 12 - - PUNCT dad-10726 267 13 level level NOUN dad-10726 267 14 semantic semantic ADJ dad-10726 267 15 concept concept NOUN dad-10726 267 16 , , PUNCT dad-10726 267 17 which which PRON dad-10726 267 18 represents represent VERB dad-10726 267 19 a a DET dad-10726 267 20 question question NOUN dad-10726 267 21 category category NOUN dad-10726 267 22 . . PUNCT dad-10726 268 1 for for ADP dad-10726 268 2 example example NOUN dad-10726 268 3 , , PUNCT dad-10726 268 4 the the DET dad-10726 268 5 category category NOUN dad-10726 268 6 human human NOUN dad-10726 268 7 : : PUNCT dad-10726 268 8 individual individual ADJ dad-10726 268 9 is be AUX dad-10726 268 10 related relate VERB dad-10726 268 11 with with ADP dad-10726 268 12 the the DET dad-10726 268 13 synsets synset NOUN dad-10726 268 14 person person NOUN dad-10726 268 15 , , PUNCT dad-10726 268 16 individual individual NOUN dad-10726 268 17 , , PUNCT dad-10726 268 18 someone someone PRON dad-10726 268 19 , , PUNCT dad-10726 268 20 somebody somebody PRON dad-10726 268 21 and and CCONJ dad-10726 268 22 mortal mortal ADJ dad-10726 268 23 . . PUNCT dad-10726 269 1 given give VERB dad-10726 269 2 that that DET dad-10726 269 3 actor actor NOUN dad-10726 269 4 , , PUNCT dad-10726 269 5 leader leader NOUN dad-10726 269 6 and and CCONJ dad-10726 269 7 writer writer NOUN dad-10726 269 8 are be AUX dad-10726 269 9 hyponyms hyponym NOUN dad-10726 269 10 of of ADP dad-10726 269 11 ( ( PUNCT dad-10726 269 12 at at ADP dad-10726 269 13 least least ADJ dad-10726 269 14 ) ) PUNCT dad-10726 269 15 one one NUM dad-10726 269 16 of of ADP dad-10726 269 17 these these DET dad-10726 269 18 synsets synset NOUN dad-10726 269 19 , , PUNCT dad-10726 269 20 all all PRON dad-10726 269 21 of of ADP dad-10726 269 22 these these DET dad-10726 269 23 words word NOUN dad-10726 269 24 are be AUX dad-10726 269 25 also also ADV dad-10726 269 26 associated associate VERB dad-10726 269 27 with with ADP dad-10726 269 28 the the DET dad-10726 269 29 category category NOUN dad-10726 269 30 human human NOUN dad-10726 269 31 : : PUNCT dad-10726 269 32 individual individual ADJ dad-10726 269 33 . . PUNCT dad-10726 270 1 this this DET dad-10726 270 2 result result NOUN dad-10726 270 3 is be AUX dad-10726 270 4 important important ADJ dad-10726 270 5 to to PART dad-10726 270 6 validate validate VERB dad-10726 270 7 the the DET dad-10726 270 8 following follow VERB dad-10726 270 9 q q X dad-10726 270 10 / / SYM dad-10726 270 11 a a DET dad-10726 270 12 pair pair NOUN dad-10726 270 13 “ " PUNCT dad-10726 270 14 who who PRON dad-10726 270 15 was be AUX dad-10726 270 16 françois françois NOUN dad-10726 270 17 rabelais rabelais NOUN dad-10726 270 18 ? ? PUNCT dad-10726 270 19 ; ; PUNCT dad-10726 270 20 an an DET dad-10726 270 21 important important ADJ dad-10726 270 22 16th 16th ADJ dad-10726 270 23 century century NOUN dad-10726 270 24 writer writer NOUN dad-10726 270 25 ” " PUNCT dad-10726 270 26 . . PUNCT dad-10726 271 1 here here ADV dad-10726 271 2 , , PUNCT dad-10726 271 3 the the DET dad-10726 271 4 answer answer NOUN dad-10726 271 5 agrees agree VERB dad-10726 271 6 with with ADP dad-10726 271 7 the the DET dad-10726 271 8 semantic semantic ADJ dad-10726 271 9 category category NOUN dad-10726 271 10 expected expect VERB dad-10726 271 11 by by ADP dad-10726 271 12 the the DET dad-10726 271 13 question question NOUN dad-10726 271 14 ( ( PUNCT dad-10726 271 15 human human ADJ dad-10726 271 16 : : SYM dad-10726 271 17 individual individual NOUN dad-10726 271 18 ) ) PUNCT dad-10726 271 19 since since SCONJ dad-10726 271 20 the the DET dad-10726 271 21 word word NOUN dad-10726 271 22 writer writer NOUN dad-10726 271 23 is be AUX dad-10726 271 24 associated associate VERB dad-10726 271 25 with with ADP dad-10726 271 26 that that DET dad-10726 271 27 category category NOUN dad-10726 271 28 . . PUNCT dad-10726 272 1 therefore therefore ADV dad-10726 272 2 , , PUNCT dad-10726 272 3 this this DET dad-10726 272 4 q q NOUN dad-10726 272 5 / / SYM dad-10726 272 6 a a DET dad-10726 272 7 pair pair NOUN dad-10726 272 8 is be AUX dad-10726 272 9 not not PART dad-10726 272 10 ruled rule VERB dad-10726 272 11 out out ADP dad-10726 272 12 . . PUNCT dad-10726 273 1 161 161 NUM dad-10726 273 2 curto curto NOUN dad-10726 273 3 , , PUNCT dad-10726 273 4 mendes mende NOUN dad-10726 273 5 and and CCONJ dad-10726 273 6 coheur coheur NOUN dad-10726 273 7 search search NOUN dad-10726 273 8 filter filter NOUN dad-10726 273 9 – – PUNCT dad-10726 273 10 a a DET dad-10726 273 11 different different ADJ dad-10726 273 12 filter filter NOUN dad-10726 273 13 instantiates instantiate VERB dad-10726 273 14 the the DET dad-10726 273 15 permutation permutation NOUN dad-10726 273 16 that that PRON dad-10726 273 17 generated generate VERB dad-10726 273 18 the the DET dad-10726 273 19 pattern pattern NOUN dad-10726 273 20 using use VERB dad-10726 273 21 the the DET dad-10726 273 22 elements element NOUN dad-10726 273 23 of of ADP dad-10726 273 24 the the DET dad-10726 273 25 extracted extract VERB dad-10726 273 26 fragment fragment NOUN dad-10726 273 27 . . PUNCT dad-10726 274 1 it it PRON dad-10726 274 2 is be AUX dad-10726 274 3 again again ADV dad-10726 274 4 sent send VERB dad-10726 274 5 to to ADP dad-10726 274 6 the the DET dad-10726 274 7 search search NOUN dad-10726 274 8 engine engine NOUN dad-10726 274 9 enclosed enclose VERB dad-10726 274 10 in in ADP dad-10726 274 11 double double ADJ dad-10726 274 12 quotes quote NOUN dad-10726 274 13 . . PUNCT dad-10726 275 1 if if SCONJ dad-10726 275 2 a a DET dad-10726 275 3 minimum minimum ADJ dad-10726 275 4 number number NOUN dad-10726 275 5 of of ADP dad-10726 275 6 results result NOUN dad-10726 275 7 is be AUX dad-10726 275 8 returned return VERB dad-10726 275 9 , , PUNCT dad-10726 275 10 the the DET dad-10726 275 11 question question NOUN dad-10726 275 12 ( ( PUNCT dad-10726 275 13 and and CCONJ dad-10726 275 14 answer answer NOUN dad-10726 275 15 ) ) PUNCT dad-10726 275 16 is be AUX dad-10726 275 17 considered consider VERB dad-10726 275 18 to to PART dad-10726 275 19 be be AUX dad-10726 275 20 valid valid ADJ dad-10726 275 21 ; ; PUNCT dad-10726 275 22 if if SCONJ dad-10726 275 23 not not PART dad-10726 275 24 , , PUNCT dad-10726 275 25 the the DET dad-10726 275 26 fragment fragment NOUN dad-10726 275 27 is be AUX dad-10726 275 28 filtered filter VERB dad-10726 275 29 out out ADP dad-10726 275 30 . . PUNCT dad-10726 276 1 anaphora anaphora PROPN dad-10726 276 2 filter filter NOUN dad-10726 276 3 – – PUNCT dad-10726 276 4 a a DET dad-10726 276 5 final final ADJ dad-10726 276 6 filter filter NOUN dad-10726 276 7 discards discard VERB dad-10726 276 8 questions question NOUN dad-10726 276 9 with with ADP dad-10726 276 10 anaphoric anaphoric ADJ dad-10726 276 11 references reference NOUN dad-10726 276 12 , , PUNCT dad-10726 276 13 by by ADP dad-10726 276 14 using use VERB dad-10726 276 15 a a DET dad-10726 276 16 set set NOUN dad-10726 276 17 of of ADP dad-10726 276 18 regular regular ADJ dad-10726 276 19 expressions expression NOUN dad-10726 276 20 . . PUNCT dad-10726 277 1 those those PRON dad-10726 277 2 which which PRON dad-10726 277 3 we we PRON dad-10726 277 4 have have AUX dad-10726 277 5 empirically empirically ADV dad-10726 277 6 verified verify VERB dad-10726 277 7 that that PRON dad-10726 277 8 will will AUX dad-10726 277 9 not not PART dad-10726 277 10 result result VERB dad-10726 277 11 in in ADP dad-10726 277 12 quality quality NOUN dad-10726 277 13 questions question NOUN dad-10726 277 14 are be AUX dad-10726 277 15 also also ADV dad-10726 277 16 filtered filter VERB dad-10726 277 17 out out ADP dad-10726 277 18 , , PUNCT dad-10726 277 19 for for ADP dad-10726 277 20 example example NOUN dad-10726 277 21 what what PRON dad-10726 277 22 is be AUX dad-10726 277 23 it it PRON dad-10726 277 24 ? ? PUNCT dad-10726 277 25 , , PUNCT dad-10726 277 26 where where SCONJ dad-10726 277 27 is be AUX dad-10726 277 28 there there ADV dad-10726 277 29 ? ? PUNCT dad-10726 278 1 or or CCONJ dad-10726 278 2 what what PRON dad-10726 278 3 is be AUX dad-10726 278 4 one one NUM dad-10726 278 5 ? ? PUNCT dad-10726 278 6 . . PUNCT dad-10726 279 1 5 5 X dad-10726 279 2 . . X dad-10726 279 3 evaluation evaluation NOUN dad-10726 279 4 in in ADP dad-10726 279 5 this this DET dad-10726 279 6 section section NOUN dad-10726 279 7 we we PRON dad-10726 279 8 present present VERB dad-10726 279 9 a a DET dad-10726 279 10 detailed detailed ADJ dad-10726 279 11 evaluation evaluation NOUN dad-10726 279 12 of of ADP dad-10726 279 13 the the DET dad-10726 279 14 - - PUNCT dad-10726 279 15 mentor mentor NOUN dad-10726 279 16 ’s ’s PART dad-10726 279 17 main main ADJ dad-10726 279 18 steps step NOUN dad-10726 279 19 . . PUNCT dad-10726 280 1 we we PRON dad-10726 280 2 start start VERB dad-10726 280 3 by by ADP dad-10726 280 4 evaluating evaluate VERB dad-10726 280 5 the the DET dad-10726 280 6 pattern pattern NOUN dad-10726 280 7 learning learn VERB dad-10726 280 8 subtask subtask NOUN dad-10726 280 9 and and CCONJ dad-10726 280 10 then then ADV dad-10726 280 11 we we PRON dad-10726 280 12 test test VERB dad-10726 280 13 the the DET dad-10726 280 14 - - PUNCT dad-10726 280 15 mentor mentor NOUN dad-10726 280 16 in in ADP dad-10726 280 17 the the DET dad-10726 280 18 qgstec qgstec ADJ dad-10726 280 19 2010 2010 NUM dad-10726 280 20 development development NOUN dad-10726 280 21 and and CCONJ dad-10726 280 22 test test NOUN dad-10726 280 23 sets10 sets10 NOUN dad-10726 280 24 and and CCONJ dad-10726 280 25 also also ADV dad-10726 280 26 in in ADP dad-10726 280 27 the the DET dad-10726 280 28 leonardo leonardo PROPN dad-10726 280 29 da da PROPN dad-10726 280 30 vinci vinci PROPN dad-10726 280 31 wikipedia wikipedia PROPN dad-10726 280 32 page11 page11 PROPN dad-10726 280 33 . . PUNCT dad-10726 281 1 the the DET dad-10726 281 2 former former ADJ dad-10726 281 3 allows allow VERB dad-10726 281 4 us we PRON dad-10726 281 5 to to PART dad-10726 281 6 evaluate evaluate VERB dad-10726 281 7 the the DET dad-10726 281 8 - - PUNCT dad-10726 281 9 mentor mentor NOUN dad-10726 281 10 in in ADP dad-10726 281 11 a a DET dad-10726 281 12 general general ADJ dad-10726 281 13 domain domain NOUN dad-10726 281 14 ; ; PUNCT dad-10726 281 15 the the DET dad-10726 281 16 latter latter NOUN dad-10726 281 17 allows allow VERB dad-10726 281 18 the the DET dad-10726 281 19 evaluation evaluation NOUN dad-10726 281 20 of of ADP dad-10726 281 21 the the DET dad-10726 281 22 - - PUNCT dad-10726 281 23 mentor mentor NOUN dad-10726 281 24 in in ADP dad-10726 281 25 a a DET dad-10726 281 26 specific specific ADJ dad-10726 281 27 domain domain NOUN dad-10726 281 28 – – PUNCT dad-10726 281 29 a a DET dad-10726 281 30 text text NOUN dad-10726 281 31 about about ADP dad-10726 281 32 art art NOUN dad-10726 281 33 , , PUNCT dad-10726 281 34 as as SCONJ dad-10726 281 35 this this DET dad-10726 281 36 domain domain NOUN dad-10726 281 37 is be AUX dad-10726 281 38 the the DET dad-10726 281 39 ultimate ultimate ADJ dad-10726 281 40 target target NOUN dad-10726 281 41 of of ADP dad-10726 281 42 the the DET dad-10726 281 43 - - PUNCT dad-10726 281 44 mentor mentor NOUN dad-10726 281 45 . . PUNCT dad-10726 282 1 we we PRON dad-10726 282 2 conclude conclude VERB dad-10726 282 3 the the DET dad-10726 282 4 section section NOUN dad-10726 282 5 with with ADP dad-10726 282 6 a a DET dad-10726 282 7 discussion discussion NOUN dad-10726 282 8 about about ADP dad-10726 282 9 the the DET dad-10726 282 10 attained attain VERB dad-10726 282 11 results result NOUN dad-10726 282 12 . . PUNCT dad-10726 283 1 5.1 5.1 NUM dad-10726 283 2 pattern pattern NOUN dad-10726 283 3 learning learn VERB dad-10726 283 4 regarding regard VERB dad-10726 283 5 the the DET dad-10726 283 6 pattern pattern NOUN dad-10726 283 7 learning learn VERB dad-10726 283 8 subtask subtask NOUN dad-10726 283 9 , , PUNCT dad-10726 283 10 139 139 NUM dad-10726 283 11 factoid factoid ADJ dad-10726 283 12 questions question NOUN dad-10726 283 13 and and CCONJ dad-10726 283 14 their their PRON dad-10726 283 15 respective respective ADJ dad-10726 283 16 answers answer NOUN dad-10726 283 17 were be AUX dad-10726 283 18 used use VERB dad-10726 283 19 in in ADP dad-10726 283 20 our our PRON dad-10726 283 21 experiments experiment NOUN dad-10726 283 22 ( ( PUNCT dad-10726 283 23 this this DET dad-10726 283 24 same same ADJ dad-10726 283 25 set set NOUN dad-10726 283 26 was be AUX dad-10726 283 27 used use VERB dad-10726 283 28 in in ADP dad-10726 283 29 ( ( PUNCT dad-10726 283 30 mendes mende NOUN dad-10726 283 31 et et PROPN dad-10726 283 32 al al PROPN dad-10726 283 33 . . PROPN dad-10726 283 34 2011 2011 NUM dad-10726 283 35 ) ) PUNCT dad-10726 283 36 ) ) PUNCT dad-10726 283 37 . . PUNCT dad-10726 284 1 some some PRON dad-10726 284 2 of of ADP dad-10726 284 3 these these PRON dad-10726 284 4 were be AUX dad-10726 284 5 taken take VERB dad-10726 284 6 from from ADP dad-10726 284 7 an an DET dad-10726 284 8 on on ADP dad-10726 284 9 - - PUNCT dad-10726 284 10 line line NOUN dad-10726 284 11 trivia trivia ADJ dad-10726 284 12 game game NOUN dad-10726 284 13 , , PUNCT dad-10726 284 14 while while SCONJ dad-10726 284 15 others other NOUN dad-10726 284 16 were be AUX dad-10726 284 17 hand hand NOUN dad-10726 284 18 crafted craft VERB dad-10726 284 19 . . PUNCT dad-10726 285 1 examples example NOUN dad-10726 285 2 of of ADP dad-10726 285 3 such such ADJ dad-10726 285 4 questions question NOUN dad-10726 285 5 ( ( PUNCT dad-10726 285 6 with with ADP dad-10726 285 7 their their PRON dad-10726 285 8 respective respective ADJ dad-10726 285 9 answers answer NOUN dad-10726 285 10 ) ) PUNCT dad-10726 285 11 are be AUX dad-10726 285 12 “ " PUNCT dad-10726 285 13 in in ADP dad-10726 285 14 what what DET dad-10726 285 15 city city NOUN dad-10726 285 16 is be AUX dad-10726 285 17 the the DET dad-10726 285 18 louvre louvre PROPN dad-10726 285 19 museum museum NOUN dad-10726 285 20 ? ? PUNCT dad-10726 285 21 ; ; PUNCT dad-10726 285 22 paris paris PROPN dad-10726 285 23 ” " PUNCT dad-10726 285 24 , , PUNCT dad-10726 285 25 “ " PUNCT dad-10726 285 26 what what PRON dad-10726 285 27 is be AUX dad-10726 285 28 the the DET dad-10726 285 29 capital capital NOUN dad-10726 285 30 of of ADP dad-10726 285 31 russia russia PROPN dad-10726 285 32 ? ? PUNCT dad-10726 285 33 ; ; PUNCT dad-10726 285 34 moscow moscow PROPN dad-10726 285 35 ” " PUNCT dad-10726 285 36 or or CCONJ dad-10726 285 37 “ " PUNCT dad-10726 285 38 what what DET dad-10726 285 39 year year NOUN dad-10726 285 40 was be AUX dad-10726 285 41 beethoven beethoven VERB dad-10726 285 42 born bear VERB dad-10726 285 43 ? ? PUNCT dad-10726 285 44 ; ; PUNCT dad-10726 285 45 1770 1770 NUM dad-10726 285 46 ” " PUNCT dad-10726 285 47 . . PUNCT dad-10726 286 1 the the DET dad-10726 286 2 set set NOUN dad-10726 286 3 of of ADP dad-10726 286 4 q q NOUN dad-10726 286 5 / / SYM dad-10726 286 6 a a DET dad-10726 286 7 pairs pair NOUN dad-10726 286 8 was be AUX dad-10726 286 9 automatically automatically ADV dad-10726 286 10 grouped group VERB dad-10726 286 11 , , PUNCT dad-10726 286 12 according accord VERB dad-10726 286 13 to to ADP dad-10726 286 14 the the DET dad-10726 286 15 process process NOUN dad-10726 286 16 described describe VERB dad-10726 286 17 in in ADP dad-10726 286 18 section section NOUN dad-10726 286 19 3.1 3.1 NUM dad-10726 286 20 , , PUNCT dad-10726 286 21 resulting result VERB dad-10726 286 22 in in ADP dad-10726 286 23 668 668 NUM dad-10726 286 24 seed seed NOUN dad-10726 286 25 / / SYM dad-10726 286 26 validation validation NOUN dad-10726 286 27 pairs pair NOUN dad-10726 286 28 . . PUNCT dad-10726 287 1 afterwards afterwards ADV dad-10726 287 2 , , PUNCT dad-10726 287 3 the the DET dad-10726 287 4 first first ADJ dad-10726 287 5 q q NOUN dad-10726 287 6 / / SYM dad-10726 287 7 a a DET dad-10726 287 8 pair pair NOUN dad-10726 287 9 of of ADP dad-10726 287 10 each each DET dad-10726 287 11 seed seed NOUN dad-10726 287 12 / / SYM dad-10726 287 13 validation validation NOUN dad-10726 287 14 pair pair NOUN dad-10726 287 15 was be AUX dad-10726 287 16 submitted submit VERB dad-10726 287 17 to to ADP dad-10726 287 18 google google PROPN dad-10726 287 19 ( ( PUNCT dad-10726 287 20 see see VERB dad-10726 287 21 algorithm algorithm NOUN dad-10726 287 22 1 1 NUM dad-10726 287 23 ) ) PUNCT dad-10726 287 24 , , PUNCT dad-10726 287 25 and and CCONJ dad-10726 287 26 the the DET dad-10726 287 27 16 16 NUM dad-10726 287 28 top top ADJ dad-10726 287 29 ranked rank VERB dad-10726 287 30 snippets snippet NOUN dad-10726 287 31 were be AUX dad-10726 287 32 retrieved retrieve VERB dad-10726 287 33 and and CCONJ dad-10726 287 34 used use VERB dad-10726 287 35 to to PART dad-10726 287 36 learn learn VERB dad-10726 287 37 the the DET dad-10726 287 38 lexico lexico NOUN dad-10726 287 39 - - PUNCT dad-10726 287 40 syntactic syntactic ADJ dad-10726 287 41 patterns pattern NOUN dad-10726 287 42 ’ ' PUNCT dad-10726 287 43 candidates candidate NOUN dad-10726 287 44 . . PUNCT dad-10726 288 1 a a DET dad-10726 288 2 total total NOUN dad-10726 288 3 of of ADP dad-10726 288 4 1348 1348 NUM dad-10726 288 5 patterns pattern NOUN dad-10726 288 6 ( ( PUNCT dad-10726 288 7 399 399 NUM dad-10726 288 8 strong strong ADJ dad-10726 288 9 , , PUNCT dad-10726 288 10 729 729 NUM dad-10726 288 11 inflected inflect VERB dad-10726 288 12 and and CCONJ dad-10726 288 13 220 220 NUM dad-10726 288 14 weak weak ADJ dad-10726 288 15 ) ) PUNCT dad-10726 288 16 were be AUX dad-10726 288 17 learned learn VERB dad-10726 288 18 for for ADP dad-10726 288 19 118 118 NUM dad-10726 288 20 questions question NOUN dad-10726 288 21 ( ( PUNCT dad-10726 288 22 from from ADP dad-10726 288 23 the the DET dad-10726 288 24 original original ADJ dad-10726 288 25 set set NOUN dad-10726 288 26 of of ADP dad-10726 288 27 139 139 NUM dad-10726 288 28 questions question NOUN dad-10726 288 29 ) ) PUNCT dad-10726 288 30 . . PUNCT dad-10726 289 1 the the DET dad-10726 289 2 relation relation NOUN dad-10726 289 3 between between ADP dad-10726 289 4 the the DET dad-10726 289 5 number number NOUN dad-10726 289 6 of of ADP dad-10726 289 7 learned learn VERB dad-10726 289 8 patterns pattern NOUN dad-10726 289 9 ( ( PUNCT dad-10726 289 10 y y NOUN dad-10726 289 11 axis axis PROPN dad-10726 289 12 ) ) PUNCT dad-10726 289 13 and and CCONJ dad-10726 289 14 the the DET dad-10726 289 15 number number NOUN dad-10726 289 16 of of ADP dad-10726 289 17 existing exist VERB dad-10726 289 18 questions question NOUN dad-10726 289 19 for for ADP dad-10726 289 20 each each DET dad-10726 289 21 category category NOUN dad-10726 289 22 ( ( PUNCT dad-10726 289 23 x x NOUN dad-10726 289 24 axis axis NOUN dad-10726 289 25 ) ) PUNCT dad-10726 289 26 is be AUX dad-10726 289 27 shown show VERB dad-10726 289 28 in in ADP dad-10726 289 29 figure figure NOUN dad-10726 289 30 8 8 NUM dad-10726 289 31 . . PUNCT dad-10726 290 1 as as SCONJ dad-10726 290 2 it it PRON dad-10726 290 3 can can AUX dad-10726 290 4 be be AUX dad-10726 290 5 seen see VERB dad-10726 290 6 , , PUNCT dad-10726 290 7 the the DET dad-10726 290 8 quantity quantity NOUN dad-10726 290 9 of of ADP dad-10726 290 10 the the DET dad-10726 290 11 learned learn VERB dad-10726 290 12 patterns pattern NOUN dad-10726 290 13 is be AUX dad-10726 290 14 usually usually ADV dad-10726 290 15 directly directly ADV dad-10726 290 16 proportional proportional ADJ dad-10726 290 17 to to ADP dad-10726 290 18 the the DET dad-10726 290 19 number number NOUN dad-10726 290 20 of of ADP dad-10726 290 21 seeds seed NOUN dad-10726 290 22 ; ; PUNCT dad-10726 290 23 however however ADV dad-10726 290 24 , , PUNCT dad-10726 290 25 there there PRON dad-10726 290 26 are be VERB dad-10726 290 27 some some DET dad-10726 290 28 exceptions exception NOUN dad-10726 290 29 . . PUNCT dad-10726 291 1 table table NOUN dad-10726 291 2 3 3 NUM dad-10726 291 3 makes make VERB dad-10726 291 4 the the DET dad-10726 291 5 correspondence correspondence NOUN dad-10726 291 6 between between ADP dad-10726 291 7 the the DET dad-10726 291 8 questions question NOUN dad-10726 291 9 and and CCONJ dad-10726 291 10 their their PRON dad-10726 291 11 respective respective ADJ dad-10726 291 12 categories category NOUN dad-10726 291 13 . . PUNCT dad-10726 292 1 it it PRON dad-10726 292 2 shows show VERB dad-10726 292 3 that that SCONJ dad-10726 292 4 the the DET dad-10726 292 5 highest high ADJ dad-10726 292 6 number number NOUN dad-10726 292 7 of of ADP dad-10726 292 8 patterns pattern NOUN dad-10726 292 9 were be AUX dad-10726 292 10 found find VERB dad-10726 292 11 for for ADP dad-10726 292 12 category category NOUN dad-10726 292 13 human human NOUN dad-10726 292 14 : : PUNCT dad-10726 292 15 individual individual NOUN dad-10726 292 16 , , PUNCT dad-10726 292 17 which which PRON dad-10726 292 18 was be AUX dad-10726 292 19 the the DET dad-10726 292 20 category category NOUN dad-10726 292 21 with with ADP dad-10726 292 22 more more ADJ dad-10726 292 23 seed seed NOUN dad-10726 292 24 / / SYM dad-10726 292 25 validation validation NOUN dad-10726 292 26 pairs pair NOUN dad-10726 292 27 . . PUNCT dad-10726 293 1 nevertheless nevertheless ADV dad-10726 293 2 , , PUNCT dad-10726 293 3 we we PRON dad-10726 293 4 can can AUX dad-10726 293 5 also also ADV dad-10726 293 6 notice notice VERB dad-10726 293 7 that that SCONJ dad-10726 293 8 the the DET dad-10726 293 9 category category NOUN dad-10726 293 10 entity entity NOUN dad-10726 293 11 : : PUNCT dad-10726 293 12 language language NOUN dad-10726 293 13 ( ( PUNCT dad-10726 293 14 e.g. e.g. ADV dad-10726 293 15 , , PUNCT dad-10726 293 16 which which DET dad-10726 293 17 language language NOUN dad-10726 293 18 is be AUX dad-10726 293 19 spoken speak VERB dad-10726 293 20 in in ADP dad-10726 293 21 france france PROPN dad-10726 293 22 ? ? PUNCT dad-10726 293 23 ) ) PUNCT dad-10726 293 24 had have VERB dad-10726 293 25 a a DET dad-10726 293 26 small small ADJ dad-10726 293 27 number number NOUN dad-10726 293 28 of of ADP dad-10726 293 29 pairs pair NOUN dad-10726 293 30 ( ( PUNCT dad-10726 293 31 4 4 NUM dad-10726 293 32 ) ) PUNCT dad-10726 293 33 and and CCONJ dad-10726 293 34 led lead VERB dad-10726 293 35 to to ADP dad-10726 293 36 a a DET dad-10726 293 37 large large ADJ dad-10726 293 38 number number NOUN dad-10726 293 39 of of ADP dad-10726 293 40 patterns pattern NOUN dad-10726 293 41 ( ( PUNCT dad-10726 293 42 195 195 NUM dad-10726 293 43 ) ) PUNCT dad-10726 293 44 , , PUNCT dad-10726 293 45 all all PRON dad-10726 293 46 belonging belong VERB dad-10726 293 47 to to ADP dad-10726 293 48 the the DET dad-10726 293 49 type type NOUN dad-10726 293 50 strong strong ADJ dad-10726 293 51 and and CCONJ dad-10726 293 52 inflected inflected ADJ dad-10726 293 53 . . PUNCT dad-10726 294 1 also also ADV dad-10726 294 2 , , PUNCT dad-10726 294 3 categories category NOUN dad-10726 294 4 location location NOUN dad-10726 294 5 : : PUNCT dad-10726 294 6 city city NOUN dad-10726 294 7 and and CCONJ dad-10726 294 8 location location NOUN dad-10726 294 9 : : PUNCT dad-10726 294 10 state state NOUN dad-10726 294 11 , , PUNCT dad-10726 294 12 despite despite SCONJ dad-10726 294 13 having have VERB dad-10726 294 14 a a DET dad-10726 294 15 similar similar ADJ dad-10726 294 16 number number NOUN dad-10726 294 17 of of ADP dad-10726 294 18 seed seed NOUN dad-10726 294 19 / / SYM dad-10726 294 20 validation validation NOUN dad-10726 294 21 pairs pair NOUN dad-10726 294 22 , , PUNCT dad-10726 294 23 gave give VERB dad-10726 294 24 rise rise NOUN dad-10726 294 25 to to ADP dad-10726 294 26 a a DET dad-10726 294 27 very very ADV dad-10726 294 28 disparate disparate ADJ dad-10726 294 29 number number NOUN dad-10726 294 30 of of ADP dad-10726 294 31 learned learn VERB dad-10726 294 32 patterns pattern NOUN dad-10726 294 33 : : PUNCT dad-10726 294 34 115 115 NUM dad-10726 294 35 and and CCONJ dad-10726 294 36 69 69 NUM dad-10726 294 37 learned learn VERB dad-10726 294 38 patterns pattern NOUN dad-10726 294 39 for for ADP dad-10726 294 40 11 11 NUM dad-10726 294 41 and and CCONJ dad-10726 294 42 12 12 NUM dad-10726 294 43 questions question NOUN dad-10726 294 44 , , PUNCT dad-10726 294 45 respectively respectively ADV dad-10726 294 46 . . PUNCT dad-10726 295 1 the the DET dad-10726 295 2 achieved achieve VERB dad-10726 295 3 results result NOUN dad-10726 295 4 suggest suggest VERB dad-10726 295 5 that that SCONJ dad-10726 295 6 the the DET dad-10726 295 7 pattern pattern NOUN dad-10726 295 8 learning learn VERB dad-10726 295 9 subtask subtask NOUN dad-10726 295 10 depends depend VERB dad-10726 295 11 not not PART dad-10726 295 12 only only ADV dad-10726 295 13 on on ADP dad-10726 295 14 the the DET dad-10726 295 15 quantity quantity NOUN dad-10726 295 16 of of ADP dad-10726 295 17 questions question NOUN dad-10726 295 18 given give VERB dad-10726 295 19 as as ADP dad-10726 295 20 seed seed NOUN dad-10726 295 21 , , PUNCT dad-10726 295 22 but but CCONJ dad-10726 295 23 also also ADV dad-10726 295 24 on on ADP dad-10726 295 25 their their PRON dad-10726 295 26 content content NOUN dad-10726 295 27 ( ( PUNCT dad-10726 295 28 or or CCONJ dad-10726 295 29 quality quality NOUN dad-10726 295 30 ) ) PUNCT dad-10726 295 31 . . PUNCT dad-10726 296 1 however however ADV dad-10726 296 2 , , PUNCT dad-10726 296 3 after after ADP dad-10726 296 4 analysing analyse VERB dad-10726 296 5 the the DET dad-10726 296 6 10 10 NUM dad-10726 296 7 . . PUNCT dad-10726 296 8 http://questiongeneration.org/qg2010 http://questiongeneration.org/qg2010 NOUN dad-10726 296 9 . . PUNCT dad-10726 297 1 11 11 NUM dad-10726 297 2 . . PUNCT dad-10726 298 1 http://en.wikipedia.org/wiki/leonardo_da_vinci http://en.wikipedia.org/wiki/leonardo_da_vinci X dad-10726 298 2 . . PUNCT dad-10726 299 1 162 162 NUM dad-10726 299 2 question question NOUN dad-10726 299 3 generation generation NOUN dad-10726 299 4 with with ADP dad-10726 299 5 the the DET dad-10726 299 6 - - PUNCT dad-10726 299 7 mentor mentor NOUN dad-10726 299 8 figure figure NOUN dad-10726 299 9 8 8 NUM dad-10726 299 10 : : PUNCT dad-10726 299 11 number number NOUN dad-10726 299 12 of of ADP dad-10726 299 13 patterns pattern NOUN dad-10726 299 14 per per ADP dad-10726 299 15 number number NOUN dad-10726 299 16 of of ADP dad-10726 299 17 questions question NOUN dad-10726 299 18 ( ( PUNCT dad-10726 299 19 for for ADP dad-10726 299 20 each each DET dad-10726 299 21 category category NOUN dad-10726 299 22 ) ) PUNCT dad-10726 299 23 . . PUNCT dad-10726 300 1 learned learn VERB dad-10726 300 2 patterns pattern NOUN dad-10726 300 3 # # NOUN dad-10726 300 4 questions question NOUN dad-10726 300 5 category category NOUN dad-10726 300 6 strong strong ADJ dad-10726 300 7 inflected inflect VERB dad-10726 300 8 weak weak ADJ dad-10726 300 9 total total ADJ dad-10726 300 10 2 2 NUM dad-10726 300 11 location location NOUN dad-10726 300 12 : : PUNCT dad-10726 300 13 mountain mountain NOUN dad-10726 300 14 10 10 NUM dad-10726 300 15 8 8 NUM dad-10726 300 16 0 0 NUM dad-10726 300 17 18 18 NUM dad-10726 300 18 3 3 NUM dad-10726 300 19 entity entity NOUN dad-10726 300 20 : : PUNCT dad-10726 300 21 sport sport NOUN dad-10726 300 22 0 0 NUM dad-10726 300 23 0 0 NUM dad-10726 300 24 1 1 NUM dad-10726 300 25 1 1 NUM dad-10726 300 26 4 4 NUM dad-10726 300 27 entity entity NOUN dad-10726 300 28 : : PUNCT dad-10726 300 29 language language NOUN dad-10726 300 30 53 53 NUM dad-10726 300 31 142 142 NUM dad-10726 300 32 0 0 NUM dad-10726 300 33 195 195 NUM dad-10726 300 34 5 5 NUM dad-10726 300 35 entity entity NOUN dad-10726 300 36 : : PUNCT dad-10726 300 37 currency currency NOUN dad-10726 300 38 15 15 NUM dad-10726 300 39 10 10 NUM dad-10726 300 40 0 0 NUM dad-10726 300 41 25 25 NUM dad-10726 300 42 11 11 NUM dad-10726 300 43 location location NOUN dad-10726 300 44 : : PUNCT dad-10726 300 45 city city NOUN dad-10726 300 46 44 44 NUM dad-10726 300 47 67 67 NUM dad-10726 300 48 4 4 NUM dad-10726 300 49 115 115 NUM dad-10726 300 50 12 12 NUM dad-10726 300 51 location location NOUN dad-10726 300 52 : : PUNCT dad-10726 300 53 state state NOUN dad-10726 300 54 23 23 NUM dad-10726 300 55 30 30 NUM dad-10726 300 56 16 16 NUM dad-10726 300 57 69 69 NUM dad-10726 300 58 23 23 NUM dad-10726 300 59 numeric numeric ADJ dad-10726 300 60 : : PUNCT dad-10726 300 61 date date NOUN dad-10726 300 62 37 37 NUM dad-10726 300 63 94 94 NUM dad-10726 300 64 30 30 NUM dad-10726 300 65 161 161 NUM dad-10726 300 66 24 24 NUM dad-10726 300 67 location location NOUN dad-10726 300 68 : : PUNCT dad-10726 300 69 country country NOUN dad-10726 300 70 77 77 NUM dad-10726 300 71 112 112 NUM dad-10726 300 72 20 20 NUM dad-10726 300 73 209 209 NUM dad-10726 300 74 27 27 NUM dad-10726 300 75 location location NOUN dad-10726 300 76 : : PUNCT dad-10726 300 77 other other ADJ dad-10726 300 78 63 63 NUM dad-10726 300 79 120 120 NUM dad-10726 300 80 39 39 NUM dad-10726 300 81 222 222 NUM dad-10726 300 82 28 28 NUM dad-10726 300 83 human human ADJ dad-10726 300 84 : : PUNCT dad-10726 300 85 individual individual ADJ dad-10726 300 86 77 77 NUM dad-10726 300 87 146 146 NUM dad-10726 300 88 110 110 NUM dad-10726 300 89 333 333 NUM dad-10726 300 90 total total NOUN dad-10726 300 91 399 399 NUM dad-10726 300 92 729 729 NUM dad-10726 300 93 220 220 NUM dad-10726 300 94 1348 1348 NUM dad-10726 300 95 table table NOUN dad-10726 300 96 3 3 NUM dad-10726 300 97 : : PUNCT dad-10726 300 98 distribution distribution NOUN dad-10726 300 99 of of ADP dad-10726 300 100 the the DET dad-10726 300 101 number number NOUN dad-10726 300 102 of of ADP dad-10726 300 103 questions question NOUN dad-10726 300 104 per per ADP dad-10726 300 105 category category NOUN dad-10726 300 106 by by ADP dad-10726 300 107 types type NOUN dad-10726 300 108 of of ADP dad-10726 300 109 learned learn VERB dad-10726 300 110 patterns pattern NOUN dad-10726 300 111 . . PUNCT dad-10726 301 1 original original ADJ dad-10726 301 2 set set NOUN dad-10726 301 3 of of ADP dad-10726 301 4 139 139 NUM dad-10726 301 5 questions question NOUN dad-10726 301 6 , , PUNCT dad-10726 301 7 there there PRON dad-10726 301 8 is be VERB dad-10726 301 9 nothing nothing PRON dad-10726 301 10 in in ADP dad-10726 301 11 their their PRON dad-10726 301 12 syntax syntax NOUN dad-10726 301 13 or or CCONJ dad-10726 301 14 semantics semantic NOUN dad-10726 301 15 that that PRON dad-10726 301 16 can can AUX dad-10726 301 17 give give VERB dad-10726 301 18 us we PRON dad-10726 301 19 a a DET dad-10726 301 20 clue clue NOUN dad-10726 301 21 about about ADP dad-10726 301 22 the the DET dad-10726 301 23 reasons reason NOUN dad-10726 301 24 why why SCONJ dad-10726 301 25 some some DET dad-10726 301 26 questions question NOUN dad-10726 301 27 resulted result VERB dad-10726 301 28 in in ADP dad-10726 301 29 patterns pattern NOUN dad-10726 301 30 and and CCONJ dad-10726 301 31 others other NOUN dad-10726 301 32 did do VERB dad-10726 301 33 not not PART dad-10726 301 34 . . PUNCT dad-10726 302 1 for for ADP dad-10726 302 2 instance instance NOUN dad-10726 302 3 , , PUNCT dad-10726 302 4 the the DET dad-10726 302 5 q q NOUN dad-10726 302 6 / / SYM dad-10726 302 7 a a DET dad-10726 302 8 pair pair NOUN dad-10726 302 9 “ " PUNCT dad-10726 302 10 in in ADP dad-10726 302 11 what what DET dad-10726 302 12 country country NOUN dad-10726 302 13 were be AUX dad-10726 302 14 the the DET dad-10726 302 15 1948 1948 NUM dad-10726 302 16 summer summer NOUN dad-10726 302 17 olympics olympic NOUN dad-10726 302 18 held hold VERB dad-10726 302 19 ? ? PUNCT dad-10726 302 20 ; ; PUNCT dad-10726 302 21 england england PROPN dad-10726 302 22 ” " PUNCT dad-10726 302 23 resulted result VERB dad-10726 302 24 in in ADP dad-10726 302 25 a a DET dad-10726 302 26 pattern pattern NOUN dad-10726 302 27 ; ; PUNCT dad-10726 302 28 however however ADV dad-10726 302 29 , , PUNCT dad-10726 302 30 no no DET dad-10726 302 31 pattern pattern NOUN dad-10726 302 32 was be AUX dad-10726 302 33 learned learn VERB dad-10726 302 34 for for ADP dad-10726 302 35 the the DET dad-10726 302 36 q q NOUN dad-10726 302 37 / / SYM dad-10726 302 38 a a DET dad-10726 302 39 pair pair NOUN dad-10726 302 40 “ " PUNCT dad-10726 302 41 in in ADP dad-10726 302 42 what what DET dad-10726 302 43 country country NOUN dad-10726 302 44 were be AUX dad-10726 302 45 the the DET dad-10726 302 46 1964 1964 NUM dad-10726 302 47 summer summer NOUN dad-10726 302 48 olympics olympic NOUN dad-10726 302 49 held hold VERB dad-10726 302 50 ? ? PUNCT dad-10726 302 51 ; ; PUNCT dad-10726 302 52 japan japan PROPN dad-10726 302 53 ” " PUNCT dad-10726 302 54 and and CCONJ dad-10726 302 55 “ " PUNCT dad-10726 302 56 in in ADP dad-10726 302 57 what what DET dad-10726 302 58 country country NOUN dad-10726 302 59 were be AUX dad-10726 302 60 the the DET dad-10726 302 61 1992 1992 NUM dad-10726 302 62 summer summer NOUN dad-10726 302 63 olympics olympic NOUN dad-10726 302 64 held hold VERB dad-10726 302 65 ? ? PUNCT dad-10726 302 66 ; ; PUNCT dad-10726 302 67 spain spain PROPN dad-10726 302 68 ” " PUNCT dad-10726 302 69 . . PUNCT dad-10726 303 1 note note VERB dad-10726 303 2 that that SCONJ dad-10726 303 3 all all DET dad-10726 303 4 these these DET dad-10726 303 5 three three NUM dad-10726 303 6 q q NOUN dad-10726 303 7 / / SYM dad-10726 303 8 a a DET dad-10726 303 9 pairs pair NOUN dad-10726 303 10 were be AUX dad-10726 303 11 used use VERB dad-10726 303 12 as as ADP dad-10726 303 13 seed seed NOUN dad-10726 303 14 and and CCONJ dad-10726 303 15 validation validation NOUN dad-10726 303 16 ( ( PUNCT dad-10726 303 17 recall recall VERB dad-10726 303 18 that that SCONJ dad-10726 303 19 the the DET dad-10726 303 20 - - PUNCT dad-10726 303 21 mentor mentor NOUN dad-10726 303 22 creates create VERB dad-10726 303 23 6 6 NUM dad-10726 303 24 seed seed NOUN dad-10726 303 25 / / SYM dad-10726 303 26 validation validation NOUN dad-10726 303 27 pairs pair NOUN dad-10726 303 28 from from ADP dad-10726 303 29 3 3 NUM dad-10726 303 30 q q NOUN dad-10726 303 31 / / SYM dad-10726 303 32 a a DET dad-10726 303 33 pairs pair NOUN dad-10726 303 34 ) ) PUNCT dad-10726 303 35 . . PUNCT dad-10726 304 1 163 163 NUM dad-10726 304 2 curto curto NOUN dad-10726 304 3 , , PUNCT dad-10726 304 4 mendes mende NOUN dad-10726 304 5 and and CCONJ dad-10726 304 6 coheur coheur VERB dad-10726 304 7 the the DET dad-10726 304 8 quality quality NOUN dad-10726 304 9 of of ADP dad-10726 304 10 a a DET dad-10726 304 11 question question NOUN dad-10726 304 12 is be AUX dad-10726 304 13 difficult difficult ADJ dad-10726 304 14 to to PART dad-10726 304 15 estimate estimate VERB dad-10726 304 16 , , PUNCT dad-10726 304 17 since since SCONJ dad-10726 304 18 very very ADV dad-10726 304 19 similar similar ADJ dad-10726 304 20 questions question NOUN dad-10726 304 21 can can AUX dad-10726 304 22 trigger trigger VERB dad-10726 304 23 a a DET dad-10726 304 24 very very ADV dad-10726 304 25 disparate disparate ADJ dad-10726 304 26 number number NOUN dad-10726 304 27 of of ADP dad-10726 304 28 patterns pattern NOUN dad-10726 304 29 . . PUNCT dad-10726 305 1 the the DET dad-10726 305 2 learning learning NOUN dad-10726 305 3 of of ADP dad-10726 305 4 patterns pattern NOUN dad-10726 305 5 relies rely VERB dad-10726 305 6 on on ADP dad-10726 305 7 the the DET dad-10726 305 8 large large ADJ dad-10726 305 9 number number NOUN dad-10726 305 10 of of ADP dad-10726 305 11 occurrences occurrence NOUN dad-10726 305 12 of of ADP dad-10726 305 13 certain certain ADJ dad-10726 305 14 information information NOUN dad-10726 305 15 in in ADP dad-10726 305 16 the the DET dad-10726 305 17 information information NOUN dad-10726 305 18 sources source NOUN dad-10726 305 19 , , PUNCT dad-10726 305 20 which which PRON dad-10726 305 21 depends depend VERB dad-10726 305 22 on on ADP dad-10726 305 23 several several ADJ dad-10726 305 24 factors factor NOUN dad-10726 305 25 , , PUNCT dad-10726 305 26 like like ADP dad-10726 305 27 the the DET dad-10726 305 28 characteristics characteristic NOUN dad-10726 305 29 of of ADP dad-10726 305 30 the the DET dad-10726 305 31 used used ADJ dad-10726 305 32 information information NOUN dad-10726 305 33 sources source NOUN dad-10726 305 34 and and CCONJ dad-10726 305 35 the the DET dad-10726 305 36 actuality actuality NOUN dad-10726 305 37 / / SYM dad-10726 305 38 notoriety notoriety NOUN dad-10726 305 39 of of ADP dad-10726 305 40 the the DET dad-10726 305 41 entities entity NOUN dad-10726 305 42 and/or and/or CCONJ dad-10726 305 43 events event NOUN dad-10726 305 44 in in ADP dad-10726 305 45 the the DET dad-10726 305 46 question question NOUN dad-10726 305 47 . . PUNCT dad-10726 306 1 for for ADP dad-10726 306 2 instance instance NOUN dad-10726 306 3 , , PUNCT dad-10726 306 4 our our PRON dad-10726 306 5 feeling feeling NOUN dad-10726 306 6 is be AUX dad-10726 306 7 that that SCONJ dad-10726 306 8 it it PRON dad-10726 306 9 is be AUX dad-10726 306 10 probable probable ADJ dad-10726 306 11 that that SCONJ dad-10726 306 12 more more ADJ dad-10726 306 13 patterns pattern NOUN dad-10726 306 14 are be AUX dad-10726 306 15 learned learn VERB dad-10726 306 16 if if SCONJ dad-10726 306 17 the the DET dad-10726 306 18 question question NOUN dad-10726 306 19 asks ask VERB dad-10726 306 20 for for ADP dad-10726 306 21 the the DET dad-10726 306 22 birthplace birthplace NOUN dad-10726 306 23 of of ADP dad-10726 306 24 leonardo leonardo PROPN dad-10726 306 25 da da PROPN dad-10726 306 26 vinci vinci PROPN dad-10726 306 27 , , PUNCT dad-10726 306 28 rather rather ADV dad-10726 306 29 than than ADP dad-10726 306 30 the the DET dad-10726 306 31 birthplace birthplace NOUN dad-10726 306 32 of of ADP dad-10726 306 33 josé josé ADJ dad-10726 306 34 malhoa malhoa NOUN dad-10726 306 35 ( ( PUNCT dad-10726 306 36 a a DET dad-10726 306 37 portuguese portuguese ADJ dad-10726 306 38 painter painter NOUN dad-10726 306 39 ) ) PUNCT dad-10726 306 40 , , PUNCT dad-10726 306 41 since since SCONJ dad-10726 306 42 the the DET dad-10726 306 43 former former ADJ dad-10726 306 44 is be AUX dad-10726 306 45 more more ADV dad-10726 306 46 well well ADV dad-10726 306 47 known know VERB dad-10726 306 48 than than ADP dad-10726 306 49 the the DET dad-10726 306 50 latter latter ADJ dad-10726 306 51 . . PUNCT dad-10726 307 1 however however ADV dad-10726 307 2 , , PUNCT dad-10726 307 3 the the DET dad-10726 307 4 achieved achieve VERB dad-10726 307 5 results result NOUN dad-10726 307 6 are be AUX dad-10726 307 7 also also ADV dad-10726 307 8 influenced influence VERB dad-10726 307 9 by by ADP dad-10726 307 10 the the DET dad-10726 307 11 type type NOUN dad-10726 307 12 of of ADP dad-10726 307 13 corpora corpora NOUN dad-10726 307 14 used use VERB dad-10726 307 15 and and CCONJ dad-10726 307 16 this this DET dad-10726 307 17 situation situation NOUN dad-10726 307 18 would would AUX dad-10726 307 19 probably probably ADV dad-10726 307 20 not not PART dad-10726 307 21 occur occur VERB dad-10726 307 22 if if SCONJ dad-10726 307 23 the the DET dad-10726 307 24 patterns pattern NOUN dad-10726 307 25 were be AUX dad-10726 307 26 to to PART dad-10726 307 27 be be AUX dad-10726 307 28 learned learn VERB dad-10726 307 29 from from ADP dad-10726 307 30 corpora corpora PROPN dad-10726 307 31 composed compose VERB dad-10726 307 32 of of ADP dad-10726 307 33 documents document NOUN dad-10726 307 34 about about ADP dad-10726 307 35 portuguese portuguese ADJ dad-10726 307 36 art art NOUN dad-10726 307 37 ( ( PUNCT dad-10726 307 38 instead instead ADV dad-10726 307 39 of of ADP dad-10726 307 40 the the DET dad-10726 307 41 web web NOUN dad-10726 307 42 ) ) PUNCT dad-10726 307 43 . . PUNCT dad-10726 308 1 finally finally ADV dad-10726 308 2 , , PUNCT dad-10726 308 3 the the DET dad-10726 308 4 algorithm algorithm NOUN dad-10726 308 5 we we PRON dad-10726 308 6 employ employ VERB dad-10726 308 7 to to PART dad-10726 308 8 learn learn VERB dad-10726 308 9 patterns pattern NOUN dad-10726 308 10 also also ADV dad-10726 308 11 depends depend VERB dad-10726 308 12 on on ADP dad-10726 308 13 the the DET dad-10726 308 14 documents document NOUN dad-10726 308 15 the the DET dad-10726 308 16 search search NOUN dad-10726 308 17 engine engine NOUN dad-10726 308 18 considers consider VERB dad-10726 308 19 relevant relevant ADJ dad-10726 308 20 to to ADP dad-10726 308 21 the the DET dad-10726 308 22 posed pose VERB dad-10726 308 23 query query NOUN dad-10726 308 24 ( ( PUNCT dad-10726 308 25 and and CCONJ dad-10726 308 26 the the DET dad-10726 308 27 ranking rank VERB dad-10726 308 28 algorithms algorithms NOUN dad-10726 308 29 used use VERB dad-10726 308 30 at at ADP dad-10726 308 31 the the DET dad-10726 308 32 moment moment NOUN dad-10726 308 33 ) ) PUNCT dad-10726 308 34 . . PUNCT dad-10726 309 1 currently currently ADV dad-10726 309 2 , , PUNCT dad-10726 309 3 this this PRON dad-10726 309 4 is be AUX dad-10726 309 5 a a DET dad-10726 309 6 variable variable NOUN dad-10726 309 7 that that PRON dad-10726 309 8 we we PRON dad-10726 309 9 can can AUX dad-10726 309 10 not not PART dad-10726 309 11 control control VERB dad-10726 309 12 . . PUNCT dad-10726 310 1 despite despite SCONJ dad-10726 310 2 our our PRON dad-10726 310 3 intuition intuition NOUN dad-10726 310 4 about about ADP dad-10726 310 5 the the DET dad-10726 310 6 desirable desirable ADJ dad-10726 310 7 properties property NOUN dad-10726 310 8 of of ADP dad-10726 310 9 a a DET dad-10726 310 10 question question NOUN dad-10726 310 11 and and CCONJ dad-10726 310 12 the the DET dad-10726 310 13 used used ADJ dad-10726 310 14 information information NOUN dad-10726 310 15 sources source NOUN dad-10726 310 16 to to ADP dad-10726 310 17 our our PRON dad-10726 310 18 pattern pattern NOUN dad-10726 310 19 learning learn VERB dad-10726 310 20 approach approach NOUN dad-10726 310 21 , , PUNCT dad-10726 310 22 this this PRON dad-10726 310 23 is be AUX dad-10726 310 24 certainly certainly ADV dad-10726 310 25 a a DET dad-10726 310 26 topic topic NOUN dad-10726 310 27 that that PRON dad-10726 310 28 deserves deserve VERB dad-10726 310 29 further further ADJ dad-10726 310 30 investigation investigation NOUN dad-10726 310 31 and and CCONJ dad-10726 310 32 should should AUX dad-10726 310 33 be be AUX dad-10726 310 34 a a DET dad-10726 310 35 direction direction NOUN dad-10726 310 36 of of ADP dad-10726 310 37 future future ADJ dad-10726 310 38 work work NOUN dad-10726 310 39 . . PUNCT dad-10726 311 1 5.2 5.2 NUM dad-10726 311 2 question question NOUN dad-10726 311 3 generation generation NOUN dad-10726 311 4 5.2.1 5.2.1 NUM dad-10726 311 5 evaluation evaluation NOUN dad-10726 311 6 criteria criterion NOUN dad-10726 311 7 in in ADP dad-10726 311 8 order order NOUN dad-10726 311 9 to to PART dad-10726 311 10 evaluate evaluate VERB dad-10726 311 11 the the DET dad-10726 311 12 questions12 questions12 NOUN dad-10726 311 13 generated generate VERB dad-10726 311 14 by by ADP dad-10726 311 15 the the DET dad-10726 311 16 - - PUNCT dad-10726 311 17 mentor mentor NOUN dad-10726 311 18 , , PUNCT dad-10726 311 19 we we PRON dad-10726 311 20 follow follow VERB dad-10726 311 21 the the DET dad-10726 311 22 approach approach NOUN dad-10726 311 23 of of ADP dad-10726 311 24 chen chen PROPN dad-10726 311 25 et et PROPN dad-10726 311 26 al al PROPN dad-10726 311 27 . . PROPN dad-10726 312 1 ( ( PUNCT dad-10726 312 2 2009 2009 NUM dad-10726 312 3 ) ) PUNCT dad-10726 312 4 . . PUNCT dad-10726 313 1 these these DET dad-10726 313 2 authors author NOUN dad-10726 313 3 consider consider VERB dad-10726 313 4 the the DET dad-10726 313 5 questions question NOUN dad-10726 313 6 to to PART dad-10726 313 7 be be AUX dad-10726 313 8 plausible plausible ADJ dad-10726 313 9 if if SCONJ dad-10726 313 10 they they PRON dad-10726 313 11 are be AUX dad-10726 313 12 grammatically grammatically ADV dad-10726 313 13 correct correct ADJ dad-10726 313 14 and and CCONJ dad-10726 313 15 if if SCONJ dad-10726 313 16 they they PRON dad-10726 313 17 make make VERB dad-10726 313 18 sense sense NOUN dad-10726 313 19 regarding regard VERB dad-10726 313 20 the the DET dad-10726 313 21 text text NOUN dad-10726 313 22 from from ADP dad-10726 313 23 which which PRON dad-10726 313 24 they they PRON dad-10726 313 25 were be AUX dad-10726 313 26 extracted extract VERB dad-10726 313 27 ; ; PUNCT dad-10726 313 28 they they PRON dad-10726 313 29 are be AUX dad-10726 313 30 considered consider VERB dad-10726 313 31 to to PART dad-10726 313 32 be be AUX dad-10726 313 33 implausible implausible ADJ dad-10726 313 34 , , PUNCT dad-10726 313 35 otherwise otherwise ADV dad-10726 313 36 . . PUNCT dad-10726 314 1 however however ADV dad-10726 314 2 , , PUNCT dad-10726 314 3 and and CCONJ dad-10726 314 4 due due ADP dad-10726 314 5 to to ADP dad-10726 314 6 the the DET dad-10726 314 7 fact fact NOUN dad-10726 314 8 that that SCONJ dad-10726 314 9 the the DET dad-10726 314 10 system system NOUN dad-10726 314 11 does do AUX dad-10726 314 12 not not PART dad-10726 314 13 handle handle VERB dad-10726 314 14 anaphora anaphora NOUN dad-10726 314 15 and and CCONJ dad-10726 314 16 can can AUX dad-10726 314 17 generate generate VERB dad-10726 314 18 anaphoric anaphoric ADJ dad-10726 314 19 questions question NOUN dad-10726 314 20 ( ( PUNCT dad-10726 314 21 e.g. e.g. ADV dad-10726 314 22 , , PUNCT dad-10726 314 23 when when SCONJ dad-10726 314 24 was be AUX dad-10726 314 25 he he PRON dad-10726 314 26 sent send VERB dad-10726 314 27 to to ADP dad-10726 314 28 the the DET dad-10726 314 29 front front NOUN dad-10726 314 30 ? ? PUNCT dad-10726 314 31 ) ) PUNCT dad-10726 314 32 , , PUNCT dad-10726 314 33 we we PRON dad-10726 314 34 decided decide VERB dad-10726 314 35 to to PART dad-10726 314 36 add add VERB dad-10726 314 37 another another DET dad-10726 314 38 criteria criterion NOUN dad-10726 314 39 : : PUNCT dad-10726 314 40 if if SCONJ dad-10726 314 41 the the DET dad-10726 314 42 question question NOUN dad-10726 314 43 is be AUX dad-10726 314 44 plausible plausible ADJ dad-10726 314 45 , , PUNCT dad-10726 314 46 but but CCONJ dad-10726 314 47 contains contain VERB dad-10726 314 48 , , PUNCT dad-10726 314 49 for for ADP dad-10726 314 50 instance instance NOUN dad-10726 314 51 , , PUNCT dad-10726 314 52 a a DET dad-10726 314 53 pronoun pronoun NOUN dad-10726 314 54 , , PUNCT dad-10726 314 55 and and CCONJ dad-10726 314 56 context context NOUN dad-10726 314 57 is be AUX dad-10726 314 58 needed need VERB dad-10726 314 59 in in ADP dad-10726 314 60 order order NOUN dad-10726 314 61 to to PART dad-10726 314 62 understand understand VERB dad-10726 314 63 it it PRON dad-10726 314 64 . . PUNCT dad-10726 315 1 in in ADP dad-10726 315 2 conclusion conclusion NOUN dad-10726 315 3 , , PUNCT dad-10726 315 4 in in ADP dad-10726 315 5 our our PRON dad-10726 315 6 evaluation evaluation NOUN dad-10726 315 7 , , PUNCT dad-10726 315 8 each each DET dad-10726 315 9 question question NOUN dad-10726 315 10 is be AUX dad-10726 315 11 marked mark VERB dad-10726 315 12 with with ADP dad-10726 315 13 one one NUM dad-10726 315 14 of of ADP dad-10726 315 15 the the DET dad-10726 315 16 following follow VERB dad-10726 315 17 tags tag NOUN dad-10726 315 18 : : PUNCT dad-10726 315 19 • • NUM dad-10726 315 20 pl pl NOUN dad-10726 315 21 : : PUNCT dad-10726 315 22 for for ADP dad-10726 315 23 plausible plausible ADJ dad-10726 315 24 , , PUNCT dad-10726 315 25 non non ADJ dad-10726 315 26 - - ADJ dad-10726 315 27 anaphoric anaphoric ADJ dad-10726 315 28 questions question NOUN dad-10726 315 29 . . PUNCT dad-10726 316 1 that that PRON dad-10726 316 2 is be AUX dad-10726 316 3 , , PUNCT dad-10726 316 4 if if SCONJ dad-10726 316 5 the the DET dad-10726 316 6 question question NOUN dad-10726 316 7 is be AUX dad-10726 316 8 well well ADV dad-10726 316 9 formulated formulate VERB dad-10726 316 10 at at ADP dad-10726 316 11 the the DET dad-10726 316 12 lexical lexical ADJ dad-10726 316 13 , , PUNCT dad-10726 316 14 syntactical syntactical ADJ dad-10726 316 15 and and CCONJ dad-10726 316 16 semantical semantical ADJ dad-10726 316 17 levels level NOUN dad-10726 316 18 and and CCONJ dad-10726 316 19 makes make VERB dad-10726 316 20 sense sense NOUN dad-10726 316 21 in in ADP dad-10726 316 22 the the DET dad-10726 316 23 context context NOUN dad-10726 316 24 of of ADP dad-10726 316 25 the the DET dad-10726 316 26 sentence sentence NOUN dad-10726 316 27 that that PRON dad-10726 316 28 originate originate VERB dad-10726 316 29 it it PRON dad-10726 316 30 . . PUNCT dad-10726 317 1 for for ADP dad-10726 317 2 instance instance NOUN dad-10726 317 3 who who PRON dad-10726 317 4 is be AUX dad-10726 317 5 the the DET dad-10726 317 6 president president NOUN dad-10726 317 7 of of ADP dad-10726 317 8 the the DET dad-10726 317 9 queen queen PROPN dad-10726 317 10 international international PROPN dad-10726 317 11 fan fan PROPN dad-10726 317 12 club club PROPN dad-10726 317 13 ? ? PUNCT dad-10726 318 1 is be AUX dad-10726 318 2 a a DET dad-10726 318 3 question question NOUN dad-10726 318 4 marked mark VERB dad-10726 318 5 as as ADP dad-10726 318 6 pl pl NOUN dad-10726 318 7 ; ; PUNCT dad-10726 318 8 • • NUM dad-10726 318 9 impl impl NOUN dad-10726 318 10 : : PUNCT dad-10726 318 11 for for ADP dad-10726 318 12 implausible implausible ADJ dad-10726 318 13 questions question NOUN dad-10726 318 14 . . PUNCT dad-10726 319 1 that that PRON dad-10726 319 2 is be AUX dad-10726 319 3 , , PUNCT dad-10726 319 4 if if SCONJ dad-10726 319 5 the the DET dad-10726 319 6 question question NOUN dad-10726 319 7 is be AUX dad-10726 319 8 not not PART dad-10726 319 9 well well ADV dad-10726 319 10 formulated formulated ADJ dad-10726 319 11 in in ADP dad-10726 319 12 lexical lexical ADJ dad-10726 319 13 , , PUNCT dad-10726 319 14 syntactical syntactical ADJ dad-10726 319 15 or or CCONJ dad-10726 319 16 semantical semantical ADJ dad-10726 319 17 terms term NOUN dad-10726 319 18 , , PUNCT dad-10726 319 19 or or CCONJ dad-10726 319 20 if if SCONJ dad-10726 319 21 it it PRON dad-10726 319 22 could could AUX dad-10726 319 23 not not PART dad-10726 319 24 be be AUX dad-10726 319 25 inferred infer VERB dad-10726 319 26 from from ADP dad-10726 319 27 the the DET dad-10726 319 28 sentence sentence NOUN dad-10726 319 29 that that PRON dad-10726 319 30 originate originate VERB dad-10726 319 31 it it PRON dad-10726 319 32 . . PUNCT dad-10726 320 1 as as ADP dad-10726 320 2 examples example NOUN dad-10726 320 3 , , PUNCT dad-10726 320 4 questions question NOUN dad-10726 320 5 such such ADJ dad-10726 320 6 as as ADP dad-10726 320 7 where where SCONJ dad-10726 320 8 was be AUX dad-10726 320 9 france france PROPN dad-10726 320 10 invented invent VERB dad-10726 320 11 ? ? PUNCT dad-10726 321 1 and and CCONJ dad-10726 321 2 who who PRON dad-10726 321 3 is be AUX dad-10726 321 4 linux linux PROPN dad-10726 321 5 ? ? PUNCT dad-10726 322 1 are be AUX dad-10726 322 2 marked mark VERB dad-10726 322 3 as as ADP dad-10726 322 4 impl impl NOUN dad-10726 322 5 . . PUNCT dad-10726 323 1 • • NOUN dad-10726 323 2 ctxpl ctxpl NOUN dad-10726 323 3 : : PUNCT dad-10726 323 4 for for ADP dad-10726 323 5 plausible plausible ADJ dad-10726 323 6 questions question NOUN dad-10726 323 7 , , PUNCT dad-10726 323 8 being be AUX dad-10726 323 9 given give VERB dad-10726 323 10 a a DET dad-10726 323 11 certain certain ADJ dad-10726 323 12 context context NOUN dad-10726 323 13 . . PUNCT dad-10726 324 1 that that PRON dad-10726 324 2 is be AUX dad-10726 324 3 , , PUNCT dad-10726 324 4 if if SCONJ dad-10726 324 5 the the DET dad-10726 324 6 sentence sentence NOUN dad-10726 324 7 is be AUX dad-10726 324 8 well well ADV dad-10726 324 9 formulated formulate VERB dad-10726 324 10 in in ADP dad-10726 324 11 lexical lexical ADJ dad-10726 324 12 , , PUNCT dad-10726 324 13 syntactical syntactical ADJ dad-10726 324 14 and and CCONJ dad-10726 324 15 semantical semantical ADJ dad-10726 324 16 terms term NOUN dad-10726 324 17 , , PUNCT dad-10726 324 18 but but CCONJ dad-10726 324 19 contains contain VERB dad-10726 324 20 pronouns pronoun NOUN dad-10726 324 21 or or CCONJ dad-10726 324 22 other other ADJ dad-10726 324 23 references reference NOUN dad-10726 324 24 that that PRON dad-10726 324 25 can can AUX dad-10726 324 26 only only ADV dad-10726 324 27 be be AUX dad-10726 324 28 understood understand VERB dad-10726 324 29 if if SCONJ dad-10726 324 30 the the DET dad-10726 324 31 user user NOUN dad-10726 324 32 is be AUX dad-10726 324 33 aware aware ADJ dad-10726 324 34 of of ADP dad-10726 324 35 the the DET dad-10726 324 36 context context NOUN dad-10726 324 37 of of ADP dad-10726 324 38 the the DET dad-10726 324 39 question question NOUN dad-10726 324 40 . . PUNCT dad-10726 325 1 an an DET dad-10726 325 2 example example NOUN dad-10726 325 3 of of ADP dad-10726 325 4 a a DET dad-10726 325 5 question question NOUN dad-10726 325 6 marked mark VERB dad-10726 325 7 as as ADP dad-10726 325 8 ctxpl ctxpl NOUN dad-10726 325 9 is be AUX dad-10726 325 10 who who PRON dad-10726 325 11 lost lose VERB dad-10726 325 12 his his PRON dad-10726 325 13 only only ADJ dad-10726 325 14 son son NOUN dad-10726 325 15 ? ? PUNCT dad-10726 325 16 . . PUNCT dad-10726 326 1 12 12 NUM dad-10726 326 2 . . PUNCT dad-10726 327 1 although although SCONJ dad-10726 327 2 we we PRON dad-10726 327 3 have have AUX dad-10726 327 4 described describe VERB dad-10726 327 5 the the DET dad-10726 327 6 - - PUNCT dad-10726 327 7 mentor mentor NOUN dad-10726 327 8 ’s ’s PART dad-10726 327 9 strategy strategy NOUN dad-10726 327 10 to to PART dad-10726 327 11 create create VERB dad-10726 327 12 new new ADJ dad-10726 327 13 q q NOUN dad-10726 327 14 / / SYM dad-10726 327 15 a a DET dad-10726 327 16 pairs pair NOUN dad-10726 327 17 , , PUNCT dad-10726 327 18 here here ADV dad-10726 327 19 we we PRON dad-10726 327 20 only only ADV dad-10726 327 21 evaluate evaluate VERB dad-10726 327 22 the the DET dad-10726 327 23 generated generate VERB dad-10726 327 24 questions question NOUN dad-10726 327 25 and and CCONJ dad-10726 327 26 ignore ignore VERB dad-10726 327 27 the the DET dad-10726 327 28 appropriateness appropriateness NOUN dad-10726 327 29 of of ADP dad-10726 327 30 the the DET dad-10726 327 31 extracted extract VERB dad-10726 327 32 answer answer NOUN dad-10726 327 33 . . PUNCT dad-10726 328 1 164 164 NUM dad-10726 328 2 question question NOUN dad-10726 328 3 generation generation NOUN dad-10726 328 4 with with ADP dad-10726 328 5 the the DET dad-10726 328 6 - - PUNCT dad-10726 328 7 mentor mentor NOUN dad-10726 328 8 5.2.2 5.2.2 NUM dad-10726 328 9 open open ADJ dad-10726 328 10 domain domain NOUN dad-10726 328 11 question question NOUN dad-10726 328 12 generation generation NOUN dad-10726 328 13 in in ADP dad-10726 328 14 a a DET dad-10726 328 15 first first ADJ dad-10726 328 16 evaluation evaluation NOUN dad-10726 328 17 we we PRON dad-10726 328 18 used use VERB dad-10726 328 19 the the DET dad-10726 328 20 development development NOUN dad-10726 328 21 corpus corpus NOUN dad-10726 328 22 from from ADP dad-10726 328 23 qgstec qgstec ADJ dad-10726 328 24 2010 2010 NUM dad-10726 328 25 task task NOUN dad-10726 328 26 b b PROPN dad-10726 328 27 ( ( PUNCT dad-10726 328 28 sentences sentence NOUN dad-10726 328 29 ) ) PUNCT dad-10726 328 30 , , PUNCT dad-10726 328 31 which which PRON dad-10726 328 32 contains contain VERB dad-10726 328 33 81 81 NUM dad-10726 328 34 sentences sentence NOUN dad-10726 328 35 extracted extract VERB dad-10726 328 36 from from ADP dad-10726 328 37 wikipedia wikipedia PROPN dad-10726 328 38 , , PUNCT dad-10726 328 39 openlearn openlearn NOUN dad-10726 328 40 and and CCONJ dad-10726 328 41 yahooanswers yahooanswer NOUN dad-10726 328 42 . . PUNCT dad-10726 329 1 three three NUM dad-10726 329 2 experiments experiment NOUN dad-10726 329 3 were be AUX dad-10726 329 4 carried carry VERB dad-10726 329 5 out out ADP dad-10726 329 6 to to PART dad-10726 329 7 evaluate evaluate VERB dad-10726 329 8 the the DET dad-10726 329 9 filtering filter VERB dad-10726 329 10 process process NOUN dad-10726 329 11 described describe VERB dad-10726 329 12 in in ADP dad-10726 329 13 section section NOUN dad-10726 329 14 4.3 4.3 NUM dad-10726 329 15 ; ; PUNCT dad-10726 329 16 experiments experiment NOUN dad-10726 329 17 were be AUX dad-10726 329 18 also also ADV dad-10726 329 19 conducted conduct VERB dad-10726 329 20 taking take VERB dad-10726 329 21 into into ADP dad-10726 329 22 account account NOUN dad-10726 329 23 the the DET dad-10726 329 24 involved involved ADJ dad-10726 329 25 type type NOUN dad-10726 329 26 of of ADP dad-10726 329 27 patterns pattern NOUN dad-10726 329 28 . . PUNCT dad-10726 330 1 in in ADP dad-10726 330 2 a a DET dad-10726 330 3 first first ADJ dad-10726 330 4 experiment experiment NOUN dad-10726 330 5 all all DET dad-10726 330 6 the the DET dad-10726 330 7 filters filter NOUN dad-10726 330 8 were be AUX dad-10726 330 9 applied apply VERB dad-10726 330 10 – – PUNCT dad-10726 330 11 all all DET dad-10726 330 12 filters filter NOUN dad-10726 330 13 ( ( PUNCT dad-10726 330 14 semantic semantic ADJ dad-10726 330 15 filter filter NOUN dad-10726 330 16 + + CCONJ dad-10726 330 17 search search NOUN dad-10726 330 18 filter filter NOUN dad-10726 330 19 + + CCONJ dad-10726 330 20 anaphora anaphora ADJ dad-10726 330 21 filter filter NOUN dad-10726 330 22 ) ) PUNCT dad-10726 330 23 – – PUNCT dad-10726 330 24 which which PRON dad-10726 330 25 resulted result VERB dad-10726 330 26 in in ADP dad-10726 330 27 29 29 NUM dad-10726 330 28 generated generate VERB dad-10726 330 29 questions question NOUN dad-10726 330 30 . . PUNCT dad-10726 331 1 in in ADP dad-10726 331 2 the the DET dad-10726 331 3 second second ADJ dad-10726 331 4 experiment experiment NOUN dad-10726 331 5 only only ADV dad-10726 331 6 the the DET dad-10726 331 7 filter filter NOUN dad-10726 331 8 related relate VERB dad-10726 331 9 with with ADP dad-10726 331 10 the the DET dad-10726 331 11 question question NOUN dad-10726 331 12 category category NOUN dad-10726 331 13 were be AUX dad-10726 331 14 applied apply VERB dad-10726 331 15 – – PUNCT dad-10726 331 16 semantic semantic ADJ dad-10726 331 17 filter filter NOUN dad-10726 331 18 . . PUNCT dad-10726 332 1 this this DET dad-10726 332 2 filtering filtering NOUN dad-10726 332 3 added add VERB dad-10726 332 4 an an DET dad-10726 332 5 extra extra ADJ dad-10726 332 6 set set NOUN dad-10726 332 7 of of ADP dad-10726 332 8 103 103 NUM dad-10726 332 9 questions question NOUN dad-10726 332 10 to to ADP dad-10726 332 11 the the DET dad-10726 332 12 previous previous ADJ dad-10726 332 13 set set NOUN dad-10726 332 14 of of ADP dad-10726 332 15 29 29 NUM dad-10726 332 16 questions question NOUN dad-10726 332 17 . . PUNCT dad-10726 333 1 finally finally ADV dad-10726 333 2 , , PUNCT dad-10726 333 3 a a DET dad-10726 333 4 third third ADJ dad-10726 333 5 experiment experiment NOUN dad-10726 333 6 ran run VERB dad-10726 333 7 with with ADP dad-10726 333 8 no no DET dad-10726 333 9 filters filter NOUN dad-10726 333 10 – – PUNCT dad-10726 333 11 no no DET dad-10726 333 12 filters filter NOUN dad-10726 333 13 . . PUNCT dad-10726 334 1 in in ADP dad-10726 334 2 addition addition NOUN dad-10726 334 3 to to ADP dad-10726 334 4 the the DET dad-10726 334 5 29 29 NUM dad-10726 334 6 + + SYM dad-10726 334 7 103 103 NUM dad-10726 334 8 questions question NOUN dad-10726 334 9 , , PUNCT dad-10726 334 10 1820 1820 NUM dad-10726 334 11 questions question NOUN dad-10726 334 12 were be AUX dad-10726 334 13 generated generate VERB dad-10726 334 14 . . PUNCT dad-10726 335 1 nevertheless nevertheless ADV dad-10726 335 2 , , PUNCT dad-10726 335 3 for for ADP dad-10726 335 4 evaluation evaluation NOUN dad-10726 335 5 purposes purpose NOUN dad-10726 335 6 , , PUNCT dad-10726 335 7 only only ADV dad-10726 335 8 the the DET dad-10726 335 9 first first ADJ dad-10726 335 10 500 500 NUM dad-10726 335 11 were be AUX dad-10726 335 12 evaluated evaluate VERB dad-10726 335 13 . . PUNCT dad-10726 336 1 results result NOUN dad-10726 336 2 are be AUX dad-10726 336 3 shown show VERB dad-10726 336 4 in in ADP dad-10726 336 5 table table NOUN dad-10726 336 6 4.13 4.13 NUM dad-10726 336 7 all all DET dad-10726 336 8 filters filter NOUN dad-10726 336 9 ( ( PUNCT dad-10726 336 10 total total ADJ dad-10726 336 11 : : PUNCT dad-10726 336 12 29 29 NUM dad-10726 336 13 ) ) PUNCT dad-10726 336 14 strong strong ADJ dad-10726 336 15 patterns pattern NOUN dad-10726 336 16 inflected inflect VERB dad-10726 336 17 patterns pattern VERB dad-10726 336 18 weak weak ADJ dad-10726 336 19 patterns pattern NOUN dad-10726 336 20 pl pl X dad-10726 336 21 impl impl NOUN dad-10726 336 22 ctxpl ctxpl NOUN dad-10726 336 23 total total ADJ dad-10726 336 24 pl pl NOUN dad-10726 336 25 impl impl NOUN dad-10726 336 26 ctxpl ctxpl NOUN dad-10726 336 27 total total ADJ dad-10726 336 28 pl pl NOUN dad-10726 336 29 impl impl NOUN dad-10726 336 30 ctxpl ctxpl NOUN dad-10726 336 31 total total VERB dad-10726 336 32 8 8 NUM dad-10726 336 33 10 10 NUM dad-10726 336 34 3 3 NUM dad-10726 336 35 21 21 NUM dad-10726 336 36 1 1 NUM dad-10726 336 37 1 1 NUM dad-10726 336 38 0 0 NUM dad-10726 336 39 2 2 NUM dad-10726 336 40 2 2 NUM dad-10726 336 41 4 4 NUM dad-10726 336 42 0 0 NUM dad-10726 336 43 6 6 NUM dad-10726 336 44 semantic semantic ADJ dad-10726 336 45 filter filter NOUN dad-10726 336 46 ( ( PUNCT dad-10726 336 47 new new ADJ dad-10726 336 48 : : PUNCT dad-10726 336 49 103 103 NUM dad-10726 336 50 ) ) PUNCT dad-10726 336 51 strong strong ADJ dad-10726 336 52 patterns pattern NOUN dad-10726 336 53 inflected inflect VERB dad-10726 336 54 patterns pattern VERB dad-10726 336 55 weak weak ADJ dad-10726 336 56 patterns pattern NOUN dad-10726 336 57 pl pl X dad-10726 336 58 impl impl NOUN dad-10726 336 59 ctxpl ctxpl NOUN dad-10726 336 60 total total ADJ dad-10726 336 61 pl pl NOUN dad-10726 336 62 impl impl NOUN dad-10726 336 63 ctxpl ctxpl NOUN dad-10726 336 64 total total ADJ dad-10726 336 65 pl pl NOUN dad-10726 336 66 impl impl NOUN dad-10726 336 67 ctxpl ctxpl NOUN dad-10726 336 68 total total VERB dad-10726 336 69 4 4 NUM dad-10726 336 70 6 6 NUM dad-10726 336 71 1 1 NUM dad-10726 336 72 11 11 NUM dad-10726 336 73 3 3 NUM dad-10726 336 74 3 3 NUM dad-10726 336 75 1 1 NUM dad-10726 336 76 7 7 NUM dad-10726 336 77 1 1 NUM dad-10726 336 78 81 81 NUM dad-10726 336 79 3 3 NUM dad-10726 336 80 85 85 NUM dad-10726 336 81 no no DET dad-10726 336 82 filters filter NOUN dad-10726 336 83 ( ( PUNCT dad-10726 336 84 new new ADJ dad-10726 336 85 : : PUNCT dad-10726 336 86 1820 1820 NUM dad-10726 336 87 , , PUNCT dad-10726 336 88 evaluated evaluate VERB dad-10726 336 89 : : PUNCT dad-10726 336 90 500 500 NUM dad-10726 336 91 ) ) PUNCT dad-10726 336 92 strong strong ADJ dad-10726 336 93 patterns pattern NOUN dad-10726 336 94 inflected inflect VERB dad-10726 336 95 patterns pattern VERB dad-10726 336 96 weak weak ADJ dad-10726 336 97 patterns pattern NOUN dad-10726 336 98 pl pl X dad-10726 336 99 impl impl NOUN dad-10726 336 100 ctxpl ctxpl NOUN dad-10726 336 101 total total ADJ dad-10726 336 102 pl pl NOUN dad-10726 336 103 impl impl NOUN dad-10726 336 104 ctxpl ctxpl NOUN dad-10726 336 105 total total ADJ dad-10726 336 106 pl pl NOUN dad-10726 336 107 impl impl NOUN dad-10726 336 108 ctxpl ctxpl NOUN dad-10726 336 109 total total VERB dad-10726 336 110 4 4 NUM dad-10726 336 111 41 41 NUM dad-10726 336 112 1 1 NUM dad-10726 336 113 46 46 NUM dad-10726 336 114 2 2 NUM dad-10726 336 115 42 42 NUM dad-10726 336 116 4 4 NUM dad-10726 336 117 48 48 NUM dad-10726 336 118 3 3 NUM dad-10726 336 119 402 402 NUM dad-10726 336 120 1 1 NUM dad-10726 336 121 406 406 NUM dad-10726 336 122 total total NOUN dad-10726 336 123 pl pl X dad-10726 336 124 total total ADJ dad-10726 336 125 impl impl NOUN dad-10726 336 126 total total ADJ dad-10726 336 127 ctxpl ctxpl NOUN dad-10726 336 128 28 28 NUM dad-10726 336 129 590 590 NUM dad-10726 336 130 14 14 NUM dad-10726 336 131 table table NOUN dad-10726 336 132 4 4 NUM dad-10726 336 133 : : PUNCT dad-10726 336 134 results result NOUN dad-10726 336 135 from from ADP dad-10726 336 136 the the DET dad-10726 336 137 qgstec qgstec ADJ dad-10726 336 138 2010 2010 NUM dad-10726 336 139 corpus corpus NOUN dad-10726 336 140 the the DET dad-10726 336 141 first first ADJ dad-10726 336 142 conclusion conclusion NOUN dad-10726 336 143 we we PRON dad-10726 336 144 can can AUX dad-10726 336 145 take take VERB dad-10726 336 146 from from ADP dad-10726 336 147 these these DET dad-10726 336 148 results result NOUN dad-10726 336 149 is be AUX dad-10726 336 150 that that SCONJ dad-10726 336 151 the the DET dad-10726 336 152 three three NUM dad-10726 336 153 approaches approach NOUN dad-10726 336 154 – – PUNCT dad-10726 336 155 all all DET dad-10726 336 156 filters filter NOUN dad-10726 336 157 , , PUNCT dad-10726 336 158 semantic semantic ADJ dad-10726 336 159 filters filter NOUN dad-10726 336 160 and and CCONJ dad-10726 336 161 no no DET dad-10726 336 162 filters filter NOUN dad-10726 336 163 – – PUNCT dad-10726 336 164 have have AUX dad-10726 336 165 almost almost ADV dad-10726 336 166 equally equally ADV dad-10726 336 167 contributed contribute VERB dad-10726 336 168 to to ADP dad-10726 336 169 the the DET dad-10726 336 170 final final ADJ dad-10726 336 171 set set NOUN dad-10726 336 172 of of ADP dad-10726 336 173 ( ( PUNCT dad-10726 336 174 28 28 NUM dad-10726 336 175 ) ) PUNCT dad-10726 336 176 plausible plausible ADJ dad-10726 336 177 questions question NOUN dad-10726 336 178 ( ( PUNCT dad-10726 336 179 all all DET dad-10726 336 180 filters filter NOUN dad-10726 336 181 ( ( PUNCT dad-10726 336 182 11 11 NUM dad-10726 336 183 ) ) PUNCT dad-10726 336 184 , , PUNCT dad-10726 336 185 semantic semantic ADJ dad-10726 336 186 filter filter NOUN dad-10726 336 187 ( ( PUNCT dad-10726 336 188 8) 8) NUM dad-10726 336 189 and and CCONJ dad-10726 336 190 no no DET dad-10726 336 191 filters filter NOUN dad-10726 336 192 ( ( PUNCT dad-10726 336 193 9 9 NUM dad-10726 336 194 ) ) PUNCT dad-10726 336 195 ) ) PUNCT dad-10726 336 196 . . PUNCT dad-10726 337 1 as as SCONJ dad-10726 337 2 expected expect VERB dad-10726 337 3 , , PUNCT dad-10726 337 4 strong strong ADJ dad-10726 337 5 and and CCONJ dad-10726 337 6 inflected inflected ADJ dad-10726 337 7 patterns pattern NOUN dad-10726 337 8 are be AUX dad-10726 337 9 more more ADV dad-10726 337 10 precise precise ADJ dad-10726 337 11 than than ADP dad-10726 337 12 weak weak ADJ dad-10726 337 13 patterns pattern NOUN dad-10726 337 14 , , PUNCT dad-10726 337 15 and and CCONJ dad-10726 337 16 their their PRON dad-10726 337 17 use use NOUN dad-10726 337 18 results result NOUN dad-10726 337 19 in in ADP dad-10726 337 20 36 36 NUM dad-10726 337 21 - - SYM dad-10726 337 22 50 50 NUM dad-10726 337 23 % % NOUN dad-10726 337 24 of of ADP dad-10726 337 25 plausible plausible ADJ dad-10726 337 26 questions question NOUN dad-10726 337 27 , , PUNCT dad-10726 337 28 considering consider VERB dad-10726 337 29 the the DET dad-10726 337 30 all all DET dad-10726 337 31 filters filter NOUN dad-10726 337 32 and and CCONJ dad-10726 337 33 semantic semantic ADJ dad-10726 337 34 filter filter NOUN dad-10726 337 35 approach approach NOUN dad-10726 337 36 ( ( PUNCT dad-10726 337 37 8/21 8/21 NUM dad-10726 337 38 and and CCONJ dad-10726 337 39 4/11 4/11 NUM dad-10726 337 40 for for ADP dad-10726 337 41 strong strong ADJ dad-10726 337 42 patterns pattern NOUN dad-10726 337 43 , , PUNCT dad-10726 337 44 1/2 1/2 NUM dad-10726 337 45 and and CCONJ dad-10726 337 46 3/7 3/7 NUM dad-10726 337 47 for for ADP dad-10726 337 48 inflected inflected ADJ dad-10726 337 49 patterns pattern NOUN dad-10726 337 50 ) ) PUNCT dad-10726 337 51 . . PUNCT dad-10726 338 1 moreover moreover ADV dad-10726 338 2 , , PUNCT dad-10726 338 3 and and CCONJ dad-10726 338 4 also also ADV dad-10726 338 5 as as SCONJ dad-10726 338 6 expected expect VERB dad-10726 338 7 , , PUNCT dad-10726 338 8 when when SCONJ dad-10726 338 9 no no DET dad-10726 338 10 filter filter NOUN dad-10726 338 11 is be AUX dad-10726 338 12 applied apply VERB dad-10726 338 13 , , PUNCT dad-10726 338 14 weak weak ADJ dad-10726 338 15 patterns pattern NOUN dad-10726 338 16 over over ADP dad-10726 338 17 - - PUNCT dad-10726 338 18 generate generate VERB dad-10726 338 19 implausible implausible ADJ dad-10726 338 20 questions question NOUN dad-10726 338 21 ( ( PUNCT dad-10726 338 22 402 402 NUM dad-10726 338 23 impl impl NOUN dad-10726 338 24 questions question NOUN dad-10726 338 25 in in ADP dad-10726 338 26 406 406 NUM dad-10726 338 27 ) ) PUNCT dad-10726 338 28 . . PUNCT dad-10726 339 1 regarding regard VERB dad-10726 339 2 the the DET dad-10726 339 3 number number NOUN dad-10726 339 4 of of ADP dad-10726 339 5 questions question NOUN dad-10726 339 6 generated generate VERB dad-10726 339 7 by by ADP dad-10726 339 8 each each DET dad-10726 339 9 sentence sentence NOUN dad-10726 339 10 , , PUNCT dad-10726 339 11 in in ADP dad-10726 339 12 42 42 NUM dad-10726 339 13 questions question NOUN dad-10726 339 14 that that PRON dad-10726 339 15 were be AUX dad-10726 339 16 labelled label VERB dad-10726 339 17 as as ADP dad-10726 339 18 pl pl NOUN dad-10726 339 19 or or CCONJ dad-10726 339 20 ctxpl ctxpl NOUN dad-10726 339 21 , , PUNCT dad-10726 339 22 20 20 NUM dad-10726 339 23 had have VERB dad-10726 339 24 the the DET dad-10726 339 25 same same ADJ dad-10726 339 26 source source NOUN dad-10726 339 27 sentence sentence NOUN dad-10726 339 28 . . PUNCT dad-10726 340 1 thus thus ADV dad-10726 340 2 , , PUNCT dad-10726 340 3 only only ADV dad-10726 340 4 22 22 NUM dad-10726 340 5 from from ADP dad-10726 340 6 the the DET dad-10726 340 7 81 81 NUM dad-10726 340 8 sentences sentence NOUN dad-10726 340 9 of of ADP dad-10726 340 10 qgstec qgstec ADJ dad-10726 340 11 2010 2010 NUM dad-10726 340 12 resulted result VERB dad-10726 340 13 in in ADP dad-10726 340 14 pl pl PROPN dad-10726 340 15 or or CCONJ dad-10726 340 16 ctxpl ctxpl NOUN dad-10726 340 17 sentences sentence NOUN dad-10726 340 18 . . PUNCT dad-10726 341 1 considering consider VERB dad-10726 341 2 these these DET dad-10726 341 3 22 22 NUM dad-10726 341 4 questions question NOUN dad-10726 341 5 , , PUNCT dad-10726 341 6 12 12 NUM dad-10726 341 7 were be AUX dad-10726 341 8 generated generate VERB dad-10726 341 9 from from ADP dad-10726 341 10 sentences sentence NOUN dad-10726 341 11 from from ADP dad-10726 341 12 openlearn openlearn NOUN dad-10726 341 13 , , PUNCT dad-10726 341 14 10 10 NUM dad-10726 341 15 from from ADP dad-10726 341 16 the the DET dad-10726 341 17 wikipedia wikipedia PROPN dad-10726 341 18 and and CCONJ dad-10726 341 19 2 2 NUM dad-10726 341 20 from from ADP dad-10726 341 21 yahooanswers yahooanswer NOUN dad-10726 341 22 . . PUNCT dad-10726 342 1 as as SCONJ dad-10726 342 2 there there PRON dad-10726 342 3 were be VERB dad-10726 342 4 around around ADV dad-10726 342 5 24 24 NUM dad-10726 342 6 sentences sentence NOUN dad-10726 342 7 from from ADP dad-10726 342 8 yahooanswers yahooanswer NOUN dad-10726 342 9 and and CCONJ dad-10726 342 10 wikipedia wikipedia PROPN dad-10726 342 11 ( ( PUNCT dad-10726 342 12 and and CCONJ dad-10726 342 13 the the DET dad-10726 342 14 rest rest NOUN dad-10726 342 15 was be AUX dad-10726 342 16 from from ADP dad-10726 342 17 open13 open13 PROPN dad-10726 342 18 . . PUNCT dad-10726 343 1 to to PART dad-10726 343 2 profit profit VERB dad-10726 343 3 from from ADP dad-10726 343 4 the the DET dad-10726 343 5 tregex tregex NOUN dad-10726 343 6 engine engine NOUN dad-10726 343 7 , , PUNCT dad-10726 343 8 we we PRON dad-10726 343 9 repeated repeat VERB dad-10726 343 10 this this DET dad-10726 343 11 same same ADJ dad-10726 343 12 experiment experiment NOUN dad-10726 343 13 by by ADP dad-10726 343 14 mapping map VERB dad-10726 343 15 our our PRON dad-10726 343 16 patterns pattern NOUN dad-10726 343 17 into into ADP dad-10726 343 18 tregex tregex NOUN dad-10726 343 19 format format NOUN dad-10726 343 20 and and CCONJ dad-10726 343 21 the the DET dad-10726 343 22 same same ADJ dad-10726 343 23 set set NOUN dad-10726 343 24 of of ADP dad-10726 343 25 questions question NOUN dad-10726 343 26 were be AUX dad-10726 343 27 obtained obtain VERB dad-10726 343 28 . . PUNCT dad-10726 344 1 165 165 NUM dad-10726 344 2 curto curto NOUN dad-10726 344 3 , , PUNCT dad-10726 344 4 mendes mende NOUN dad-10726 344 5 and and CCONJ dad-10726 344 6 coheur coheur PROPN dad-10726 344 7 learn learn PROPN dad-10726 344 8 ) ) PUNCT dad-10726 344 9 , , PUNCT dad-10726 344 10 yahooanswers yahooanswer NOUN dad-10726 344 11 seems seem VERB dad-10726 344 12 to to PART dad-10726 344 13 be be AUX dad-10726 344 14 a a DET dad-10726 344 15 less less ADV dad-10726 344 16 useful useful ADJ dad-10726 344 17 source source NOUN dad-10726 344 18 for for ADP dad-10726 344 19 qg qg PROPN dad-10726 344 20 with with ADP dad-10726 344 21 the the DET dad-10726 344 22 - - PUNCT dad-10726 344 23 mentor mentor NOUN dad-10726 344 24 . . PUNCT dad-10726 345 1 however however ADV dad-10726 345 2 , , PUNCT dad-10726 345 3 more more ADJ dad-10726 345 4 experiments experiment NOUN dad-10726 345 5 need need VERB dad-10726 345 6 to to PART dad-10726 345 7 be be AUX dad-10726 345 8 carried carry VERB dad-10726 345 9 out out ADP dad-10726 345 10 to to PART dad-10726 345 11 corroborate corroborate VERB dad-10726 345 12 this this DET dad-10726 345 13 observation observation NOUN dad-10726 345 14 . . PUNCT dad-10726 346 1 a a DET dad-10726 346 2 final final ADJ dad-10726 346 3 analysis analysis NOUN dad-10726 346 4 was be AUX dad-10726 346 5 made make VERB dad-10726 346 6 on on ADP dad-10726 346 7 the the DET dad-10726 346 8 distribution distribution NOUN dad-10726 346 9 of of ADP dad-10726 346 10 the the DET dad-10726 346 11 29 29 NUM dad-10726 346 12 questions question NOUN dad-10726 346 13 generated generate VERB dad-10726 346 14 with with ADP dad-10726 346 15 all all DET dad-10726 346 16 filters filter NOUN dad-10726 346 17 regarding regard VERB dad-10726 346 18 their their PRON dad-10726 346 19 categories category NOUN dad-10726 346 20 . . PUNCT dad-10726 347 1 results result NOUN dad-10726 347 2 can can AUX dad-10726 347 3 be be AUX dad-10726 347 4 seen see VERB dad-10726 347 5 in in ADP dad-10726 347 6 figure figure NOUN dad-10726 347 7 9 9 NUM dad-10726 347 8 , , PUNCT dad-10726 347 9 where where SCONJ dad-10726 347 10 all all DET dad-10726 347 11 the the DET dad-10726 347 12 remaining remain VERB dad-10726 347 13 categories category NOUN dad-10726 347 14 had have VERB dad-10726 347 15 0 0 NUM dad-10726 347 16 questions question NOUN dad-10726 347 17 associated associate VERB dad-10726 347 18 and and CCONJ dad-10726 347 19 are be AUX dad-10726 347 20 not not PART dad-10726 347 21 in in ADP dad-10726 347 22 the the DET dad-10726 347 23 chart chart NOUN dad-10726 347 24 . . PUNCT dad-10726 348 1 figure figure VERB dad-10726 348 2 9 9 NUM dad-10726 348 3 : : PUNCT dad-10726 348 4 evaluation evaluation NOUN dad-10726 348 5 of of ADP dad-10726 348 6 generated generate VERB dad-10726 348 7 questions question NOUN dad-10726 348 8 according accord VERB dad-10726 348 9 to to ADP dad-10726 348 10 their their PRON dad-10726 348 11 category category NOUN dad-10726 348 12 ( ( PUNCT dad-10726 348 13 all all DET dad-10726 348 14 filters filter NOUN dad-10726 348 15 applied apply VERB dad-10726 348 16 ) ) PUNCT dad-10726 348 17 . . PUNCT dad-10726 349 1 category category NOUN dad-10726 349 2 location location NOUN dad-10726 349 3 : : PUNCT dad-10726 349 4 state state NOUN dad-10726 349 5 was be AUX dad-10726 349 6 omitted omit VERB dad-10726 349 7 since since SCONJ dad-10726 349 8 only only ADV dad-10726 349 9 one one NUM dad-10726 349 10 impl impl NOUN dad-10726 349 11 question question NOUN dad-10726 349 12 was be AUX dad-10726 349 13 generated generate VERB dad-10726 349 14 from from ADP dad-10726 349 15 one one NUM dad-10726 349 16 inflected inflected ADJ dad-10726 349 17 pattern pattern NOUN dad-10726 349 18 . . PUNCT dad-10726 350 1 apparently apparently ADV dad-10726 350 2 , , PUNCT dad-10726 350 3 a a DET dad-10726 350 4 category category NOUN dad-10726 350 5 such such ADJ dad-10726 350 6 as as ADP dad-10726 350 7 location location NOUN dad-10726 350 8 : : PUNCT dad-10726 350 9 other other ADJ dad-10726 350 10 is be AUX dad-10726 350 11 too too ADV dad-10726 350 12 general general ADJ dad-10726 350 13 , , PUNCT dad-10726 350 14 thus thus ADV dad-10726 350 15 resulting result VERB dad-10726 350 16 in in ADP dad-10726 350 17 many many ADJ dad-10726 350 18 implausible implausible ADJ dad-10726 350 19 questions question NOUN dad-10726 350 20 . . PUNCT dad-10726 351 1 more more ADV dad-10726 351 2 specific specific ADJ dad-10726 351 3 categories category NOUN dad-10726 351 4 such such ADJ dad-10726 351 5 as as ADP dad-10726 351 6 human human ADJ dad-10726 351 7 : : PUNCT dad-10726 351 8 individual individual ADJ dad-10726 351 9 , , PUNCT dad-10726 351 10 location location NOUN dad-10726 351 11 : : PUNCT dad-10726 351 12 city city NOUN dad-10726 351 13 or or CCONJ dad-10726 351 14 location location NOUN dad-10726 351 15 : : PUNCT dad-10726 351 16 country country NOUN dad-10726 351 17 attain attain VERB dad-10726 351 18 more more ADV dad-10726 351 19 balanced balanced ADJ dad-10726 351 20 results result NOUN dad-10726 351 21 between between ADP dad-10726 351 22 the the DET dad-10726 351 23 number number NOUN dad-10726 351 24 of of ADP dad-10726 351 25 plausible plausible ADJ dad-10726 351 26 and and CCONJ dad-10726 351 27 implausible implausible ADJ dad-10726 351 28 questions question NOUN dad-10726 351 29 generated generate VERB dad-10726 351 30 . . PUNCT dad-10726 352 1 also also ADV dad-10726 352 2 , , PUNCT dad-10726 352 3 looking look VERB dad-10726 352 4 again again ADV dad-10726 352 5 at at ADP dad-10726 352 6 table table NOUN dad-10726 352 7 3 3 NUM dad-10726 352 8 , , PUNCT dad-10726 352 9 all all DET dad-10726 352 10 the the DET dad-10726 352 11 categories category NOUN dad-10726 352 12 that that PRON dad-10726 352 13 resulted result VERB dad-10726 352 14 in in ADP dad-10726 352 15 a a DET dad-10726 352 16 low low ADJ dad-10726 352 17 number number NOUN dad-10726 352 18 of of ADP dad-10726 352 19 patterns pattern NOUN dad-10726 352 20 did do AUX dad-10726 352 21 not not PART dad-10726 352 22 produce produce VERB dad-10726 352 23 any any DET dad-10726 352 24 plausible plausible ADJ dad-10726 352 25 question question NOUN dad-10726 352 26 . . PUNCT dad-10726 353 1 5.2.3 5.2.3 NUM dad-10726 353 2 comparing compare VERB dad-10726 353 3 the the DET dad-10726 353 4 - - PUNCT dad-10726 353 5 mentor mentor NOUN dad-10726 353 6 with with ADP dad-10726 353 7 other other ADJ dad-10726 353 8 systems system NOUN dad-10726 353 9 the the DET dad-10726 353 10 previous previous ADJ dad-10726 353 11 experiments experiment NOUN dad-10726 353 12 using use VERB dad-10726 353 13 the the DET dad-10726 353 14 development development NOUN dad-10726 353 15 corpus corpus NOUN dad-10726 353 16 of of ADP dad-10726 353 17 qgstec qgstec ADJ dad-10726 353 18 2010 2010 NUM dad-10726 353 19 permitted permit VERB dad-10726 353 20 us we PRON dad-10726 353 21 to to PART dad-10726 353 22 evaluate evaluate VERB dad-10726 353 23 the the DET dad-10726 353 24 system system NOUN dad-10726 353 25 and and CCONJ dad-10726 353 26 to to PART dad-10726 353 27 chose chose VERB dad-10726 353 28 the the DET dad-10726 353 29 setting setting NOUN dad-10726 353 30 where where SCONJ dad-10726 353 31 the the DET dad-10726 353 32 - - PUNCT dad-10726 353 33 mentor mentor NOUN dad-10726 353 34 achieved achieve VERB dad-10726 353 35 the the DET dad-10726 353 36 best good ADJ dad-10726 353 37 results result NOUN dad-10726 353 38 , , PUNCT dad-10726 353 39 that that ADV dad-10726 353 40 is is ADV dad-10726 353 41 , , PUNCT dad-10726 353 42 the the DET dad-10726 353 43 setting setting NOUN dad-10726 353 44 that that SCONJ dad-10726 353 45 we we PRON dad-10726 353 46 would would AUX dad-10726 353 47 use use VERB dad-10726 353 48 if if SCONJ dad-10726 353 49 we we PRON dad-10726 353 50 were be AUX dad-10726 353 51 participating participate VERB dad-10726 353 52 in in ADP dad-10726 353 53 the the DET dad-10726 353 54 qgstec qgstec ADJ dad-10726 353 55 2010 2010 NUM dad-10726 353 56 task task NOUN dad-10726 353 57 b b PROPN dad-10726 353 58 ( ( PUNCT dad-10726 353 59 sentences sentence NOUN dad-10726 353 60 ) ) PUNCT dad-10726 353 61 . . PUNCT dad-10726 354 1 however however ADV dad-10726 354 2 , , PUNCT dad-10726 354 3 it it PRON dad-10726 354 4 is be AUX dad-10726 354 5 not not PART dad-10726 354 6 possible possible ADJ dad-10726 354 7 to to PART dad-10726 354 8 fully fully ADV dad-10726 354 9 simulate simulate VERB dad-10726 354 10 our our PRON dad-10726 354 11 participation participation NOUN dad-10726 354 12 in in ADP dad-10726 354 13 this this DET dad-10726 354 14 challenge challenge NOUN dad-10726 354 15 , , PUNCT dad-10726 354 16 since since SCONJ dad-10726 354 17 the the DET dad-10726 354 18 - - PUNCT dad-10726 354 19 mentor mentor NOUN dad-10726 354 20 is be AUX dad-10726 354 21 not not PART dad-10726 354 22 prepared prepared ADJ dad-10726 354 23 to to PART dad-10726 354 24 receive receive VERB dad-10726 354 25 as as ADP dad-10726 354 26 input input NOUN dad-10726 354 27 a a DET dad-10726 354 28 sentence sentence NOUN dad-10726 354 29 and and CCONJ dad-10726 354 30 the the DET dad-10726 354 31 question question NOUN dad-10726 354 32 types type NOUN dad-10726 354 33 that that PRON dad-10726 354 34 should should AUX dad-10726 354 35 be be AUX dad-10726 354 36 generated generate VERB dad-10726 354 37 ( ( PUNCT dad-10726 354 38 the the DET dad-10726 354 39 - - PUNCT dad-10726 354 40 mentor mentor NOUN dad-10726 354 41 only only ADV dad-10726 354 42 works work VERB dad-10726 354 43 with with ADP dad-10726 354 44 the the DET dad-10726 354 45 sentence sentence NOUN dad-10726 354 46 from from ADP dad-10726 354 47 which which PRON dad-10726 354 48 to to PART dad-10726 354 49 generate generate VERB dad-10726 354 50 the the DET dad-10726 354 51 questions question NOUN dad-10726 354 52 ) ) PUNCT dad-10726 354 53 . . PUNCT dad-10726 355 1 therefore therefore ADV dad-10726 355 2 , , PUNCT dad-10726 355 3 our our PRON dad-10726 355 4 results result NOUN dad-10726 355 5 are be AUX dad-10726 355 6 judged judge VERB dad-10726 355 7 with with ADP dad-10726 355 8 only only ADV dad-10726 355 9 three three NUM dad-10726 355 10 parameters parameter NOUN dad-10726 355 11 used use VERB dad-10726 355 12 in in ADP dad-10726 355 13 the the DET dad-10726 355 14 challenge challenge NOUN dad-10726 355 15 : : PUNCT dad-10726 355 16 ( ( PUNCT dad-10726 355 17 a a X dad-10726 355 18 ) ) PUNCT dad-10726 355 19 relevance relevance NOUN dad-10726 355 20 , , PUNCT dad-10726 355 21 ( ( PUNCT dad-10726 355 22 b b X dad-10726 355 23 ) ) PUNCT dad-10726 355 24 syntactic syntactic ADJ dad-10726 355 25 correctness correctness NOUN dad-10726 355 26 and and CCONJ dad-10726 355 27 fluency fluency NOUN dad-10726 355 28 , , PUNCT dad-10726 355 29 and and CCONJ dad-10726 355 30 ( ( PUNCT dad-10726 355 31 c c NOUN dad-10726 355 32 ) ) PUNCT dad-10726 355 33 ambiguity ambiguity NOUN dad-10726 355 34 ( ( PUNCT dad-10726 355 35 more more ADJ dad-10726 355 36 details detail NOUN dad-10726 355 37 about about ADP dad-10726 355 38 the the DET dad-10726 355 39 evaluation evaluation NOUN dad-10726 355 40 guidelines guideline NOUN dad-10726 355 41 can can AUX dad-10726 355 42 be be AUX dad-10726 355 43 found find VERB dad-10726 355 44 in in ADP dad-10726 355 45 rus rus PROPN dad-10726 355 46 et et PROPN dad-10726 355 47 al al PROPN dad-10726 355 48 . . PROPN dad-10726 355 49 ( ( PUNCT dad-10726 355 50 2010b 2010b NUM dad-10726 355 51 ) ) PUNCT dad-10726 355 52 ) ) PUNCT dad-10726 355 53 . . PUNCT dad-10726 356 1 our our PRON dad-10726 356 2 human human ADJ dad-10726 356 3 evaluator evaluator NOUN dad-10726 356 4 started start VERB dad-10726 356 5 by by ADP dad-10726 356 6 studying study VERB dad-10726 356 7 the the DET dad-10726 356 8 guidelines guideline NOUN dad-10726 356 9 and and CCONJ dad-10726 356 10 the the DET dad-10726 356 11 last last ADJ dad-10726 356 12 twenty twenty NUM dad-10726 356 13 questions question NOUN dad-10726 356 14 evaluated evaluate VERB dad-10726 356 15 by by ADP dad-10726 356 16 qgstec qgstec ADJ dad-10726 356 17 2010 2010 NUM dad-10726 356 18 evaluators evaluator NOUN dad-10726 356 19 . . PUNCT dad-10726 357 1 then then ADV dad-10726 357 2 , , PUNCT dad-10726 357 3 our our PRON dad-10726 357 4 annotator annotator NOUN dad-10726 357 5 evaluated evaluate VERB dad-10726 357 6 the the DET dad-10726 357 7 first first ADJ dad-10726 357 8 fifty fifty NUM dad-10726 357 9 questions question NOUN dad-10726 357 10 generated generate VERB dad-10726 357 11 by by ADP dad-10726 357 12 the the DET dad-10726 357 13 166 166 NUM dad-10726 357 14 question question NOUN dad-10726 357 15 generation generation NOUN dad-10726 357 16 with with ADP dad-10726 357 17 the the DET dad-10726 357 18 - - PUNCT dad-10726 357 19 mentor mentor NOUN dad-10726 357 20 participating participate VERB dad-10726 357 21 systems system NOUN dad-10726 357 22 , , PUNCT dad-10726 357 23 and and CCONJ dad-10726 357 24 the the DET dad-10726 357 25 cohen cohen PROPN dad-10726 357 26 ’s ’s PART dad-10726 357 27 kappa kappa PROPN dad-10726 357 28 coefficient coefficient PROPN dad-10726 357 29 ( ( PUNCT dad-10726 357 30 cohen cohen NOUN dad-10726 357 31 1960 1960 NUM dad-10726 357 32 ) ) PUNCT dad-10726 357 33 was be AUX dad-10726 357 34 computed compute VERB dad-10726 357 35 to to PART dad-10726 357 36 calculate calculate VERB dad-10726 357 37 the the DET dad-10726 357 38 agreement agreement NOUN dad-10726 357 39 between between ADP dad-10726 357 40 our our PRON dad-10726 357 41 evaluator evaluator NOUN dad-10726 357 42 and and CCONJ dad-10726 357 43 the the DET dad-10726 357 44 evaluators evaluator NOUN dad-10726 357 45 of of ADP dad-10726 357 46 qgstec qgstec ADJ dad-10726 357 47 2010 2010 NUM dad-10726 357 48 task task NOUN dad-10726 357 49 b b PROPN dad-10726 357 50 ( ( PUNCT dad-10726 357 51 as as SCONJ dad-10726 357 52 their their PRON dad-10726 357 53 scores score NOUN dad-10726 357 54 are be AUX dad-10726 357 55 available available ADJ dad-10726 357 56 ) ) PUNCT dad-10726 357 57 . . PUNCT dad-10726 358 1 tables table NOUN dad-10726 358 2 5 5 NUM dad-10726 358 3 , , PUNCT dad-10726 358 4 6 6 NUM dad-10726 358 5 and and CCONJ dad-10726 358 6 7 7 NUM dad-10726 358 7 summarize summarize VERB dad-10726 358 8 these these DET dad-10726 358 9 results result NOUN dad-10726 358 10 for for ADP dad-10726 358 11 each each PRON dad-10726 358 12 of of ADP dad-10726 358 13 the the DET dad-10726 358 14 evaluation evaluation NOUN dad-10726 358 15 parameters parameter NOUN dad-10726 358 16 under under ADP dad-10726 358 17 consideration consideration NOUN dad-10726 358 18 . . PUNCT dad-10726 359 1 it it PRON dad-10726 359 2 should should AUX dad-10726 359 3 be be AUX dad-10726 359 4 said say VERB dad-10726 359 5 that that SCONJ dad-10726 359 6 , , PUNCT dad-10726 359 7 as as SCONJ dad-10726 359 8 the the DET dad-10726 359 9 qgstec qgstec ADJ dad-10726 359 10 scores score NOUN dad-10726 359 11 are be AUX dad-10726 359 12 presented present VERB dad-10726 359 13 as as ADP dad-10726 359 14 the the DET dad-10726 359 15 average average NOUN dad-10726 359 16 between between ADP dad-10726 359 17 each each PRON dad-10726 359 18 of of ADP dad-10726 359 19 the the DET dad-10726 359 20 evaluator evaluator NOUN dad-10726 359 21 ’s ’s PART dad-10726 359 22 scores score NOUN dad-10726 359 23 , , PUNCT dad-10726 359 24 a a DET dad-10726 359 25 normalization normalization NOUN dad-10726 359 26 of of ADP dad-10726 359 27 values value NOUN dad-10726 359 28 was be AUX dad-10726 359 29 made make VERB dad-10726 359 30 . . PUNCT dad-10726 360 1 the the DET dad-10726 360 2 first first ADJ dad-10726 360 3 column column NOUN dad-10726 360 4 expresses express VERB dad-10726 360 5 our our PRON dad-10726 360 6 evaluation evaluation NOUN dad-10726 360 7 and and CCONJ dad-10726 360 8 the the DET dad-10726 360 9 first first ADJ dad-10726 360 10 row row NOUN dad-10726 360 11 the the DET dad-10726 360 12 qgstec qgstec ADJ dad-10726 360 13 2010 2010 NUM dad-10726 360 14 scores score NOUN dad-10726 360 15 ( ( PUNCT dad-10726 360 16 for for ADP dad-10726 360 17 instance instance NOUN dad-10726 360 18 , , PUNCT dad-10726 360 19 considering consider VERB dad-10726 360 20 the the DET dad-10726 360 21 first first ADJ dad-10726 360 22 cell cell NOUN dad-10726 360 23 , , PUNCT dad-10726 360 24 it it PRON dad-10726 360 25 means mean VERB dad-10726 360 26 that that SCONJ dad-10726 360 27 our our PRON dad-10726 360 28 evaluator evaluator NOUN dad-10726 360 29 gave give VERB dad-10726 360 30 score score NOUN dad-10726 360 31 1 1 NUM dad-10726 360 32 and and CCONJ dad-10726 360 33 their their PRON dad-10726 360 34 evaluators evaluator NOUN dad-10726 360 35 gave give VERB dad-10726 360 36 score score NOUN dad-10726 360 37 1 1 NUM dad-10726 360 38 or or CCONJ dad-10726 360 39 1.5 1.5 NUM dad-10726 360 40 to to PART dad-10726 360 41 39 39 NUM dad-10726 360 42 questions question NOUN dad-10726 360 43 ) ) PUNCT dad-10726 360 44 . . PUNCT dad-10726 361 1 relevance relevance NOUN dad-10726 361 2 1 1 NUM dad-10726 361 3 or or CCONJ dad-10726 361 4 1.5 1.5 NUM dad-10726 361 5 2 2 NUM dad-10726 361 6 or or CCONJ dad-10726 361 7 2.5 2.5 NUM dad-10726 361 8 3 3 NUM dad-10726 361 9 or or CCONJ dad-10726 361 10 3.5 3.5 NUM dad-10726 361 11 4 4 NUM dad-10726 361 12 total total NOUN dad-10726 361 13 1 1 NUM dad-10726 361 14 39 39 NUM dad-10726 361 15 0 0 NUM dad-10726 361 16 0 0 NUM dad-10726 361 17 0 0 NUM dad-10726 361 18 39 39 NUM dad-10726 361 19 2 2 NUM dad-10726 361 20 3 3 NUM dad-10726 361 21 2 2 NUM dad-10726 361 22 3 3 NUM dad-10726 361 23 0 0 NUM dad-10726 361 24 5 5 NUM dad-10726 361 25 3 3 NUM dad-10726 361 26 3 3 NUM dad-10726 361 27 2 2 NUM dad-10726 361 28 1 1 NUM dad-10726 361 29 0 0 NUM dad-10726 361 30 5 5 NUM dad-10726 361 31 4 4 NUM dad-10726 361 32 0 0 NUM dad-10726 361 33 0 0 NUM dad-10726 361 34 1 1 NUM dad-10726 361 35 0 0 NUM dad-10726 361 36 1 1 NUM dad-10726 361 37 total total NOUN dad-10726 361 38 45 45 NUM dad-10726 361 39 4 4 NUM dad-10726 361 40 1 1 NUM dad-10726 361 41 0 0 NUM dad-10726 361 42 50 50 NUM dad-10726 361 43 table table NOUN dad-10726 361 44 5 5 NUM dad-10726 361 45 : : PUNCT dad-10726 361 46 inter inter ADJ dad-10726 361 47 - - ADJ dad-10726 361 48 annotator annotator ADJ dad-10726 361 49 agreement agreement NOUN dad-10726 361 50 for for ADP dad-10726 361 51 the the DET dad-10726 361 52 relevance relevance NOUN dad-10726 361 53 parameter parameter NOUN dad-10726 361 54 . . PUNCT dad-10726 362 1 syntax syntax NOUN dad-10726 362 2 1 1 NUM dad-10726 362 3 or or CCONJ dad-10726 362 4 1.5 1.5 NUM dad-10726 362 5 2 2 NUM dad-10726 362 6 or or CCONJ dad-10726 362 7 2.5 2.5 NUM dad-10726 362 8 3 3 NUM dad-10726 362 9 or or CCONJ dad-10726 362 10 3.5 3.5 NUM dad-10726 362 11 4 4 NUM dad-10726 362 12 total total NOUN dad-10726 362 13 1 1 NUM dad-10726 362 14 15 15 NUM dad-10726 362 15 0 0 NUM dad-10726 362 16 0 0 NUM dad-10726 362 17 0 0 NUM dad-10726 362 18 15 15 NUM dad-10726 362 19 2 2 NUM dad-10726 362 20 9 9 NUM dad-10726 362 21 10 10 NUM dad-10726 362 22 0 0 NUM dad-10726 362 23 0 0 NUM dad-10726 362 24 19 19 NUM dad-10726 362 25 3 3 NUM dad-10726 362 26 0 0 NUM dad-10726 362 27 4 4 NUM dad-10726 362 28 10 10 NUM dad-10726 362 29 0 0 NUM dad-10726 362 30 14 14 NUM dad-10726 362 31 4 4 NUM dad-10726 362 32 0 0 NUM dad-10726 362 33 0 0 NUM dad-10726 362 34 1 1 NUM dad-10726 362 35 2 2 NUM dad-10726 362 36 2 2 NUM dad-10726 362 37 total total NOUN dad-10726 362 38 24 24 NUM dad-10726 362 39 14 14 NUM dad-10726 362 40 10 10 NUM dad-10726 362 41 2 2 NUM dad-10726 362 42 50 50 NUM dad-10726 362 43 table table NOUN dad-10726 362 44 6 6 NUM dad-10726 362 45 : : PUNCT dad-10726 362 46 inter inter ADJ dad-10726 362 47 - - ADJ dad-10726 362 48 annotator annotator ADJ dad-10726 362 49 agreement agreement NOUN dad-10726 362 50 for for ADP dad-10726 362 51 the the DET dad-10726 362 52 syntactic syntactic ADJ dad-10726 362 53 correctness correctness NOUN dad-10726 362 54 and and CCONJ dad-10726 362 55 fluency fluency NOUN dad-10726 362 56 parameter parameter NOUN dad-10726 362 57 . . PUNCT dad-10726 363 1 ambiguity ambiguity NOUN dad-10726 363 2 1 1 NUM dad-10726 363 3 or or CCONJ dad-10726 363 4 1.5 1.5 NUM dad-10726 363 5 2 2 NUM dad-10726 363 6 or or CCONJ dad-10726 363 7 2.5 2.5 NUM dad-10726 363 8 4 4 NUM dad-10726 363 9 total total NOUN dad-10726 363 10 1 1 NUM dad-10726 363 11 41 41 NUM dad-10726 363 12 0 0 NUM dad-10726 363 13 0 0 NUM dad-10726 363 14 41 41 NUM dad-10726 363 15 2 2 NUM dad-10726 363 16 3 3 NUM dad-10726 363 17 2 2 NUM dad-10726 363 18 0 0 NUM dad-10726 363 19 5 5 NUM dad-10726 363 20 3 3 NUM dad-10726 363 21 0 0 NUM dad-10726 363 22 2 2 NUM dad-10726 363 23 2 2 NUM dad-10726 363 24 4 4 NUM dad-10726 363 25 total total NOUN dad-10726 363 26 16 16 NUM dad-10726 363 27 21 21 NUM dad-10726 363 28 4 4 NUM dad-10726 363 29 50 50 NUM dad-10726 363 30 table table NOUN dad-10726 363 31 7 7 NUM dad-10726 363 32 : : PUNCT dad-10726 363 33 inter inter ADJ dad-10726 363 34 - - ADJ dad-10726 363 35 annotator annotator ADJ dad-10726 363 36 agreement agreement NOUN dad-10726 363 37 for for ADP dad-10726 363 38 the the DET dad-10726 363 39 ambiguity ambiguity NOUN dad-10726 363 40 parameter parameter NOUN dad-10726 363 41 . . PUNCT dad-10726 364 1 regarding regard VERB dad-10726 364 2 relevance relevance NOUN dad-10726 364 3 , , PUNCT dad-10726 364 4 the the DET dad-10726 364 5 inter inter ADJ dad-10726 364 6 - - ADJ dad-10726 364 7 annotator annotator ADJ dad-10726 364 8 agreement agreement NOUN dad-10726 364 9 is be AUX dad-10726 364 10 considered consider VERB dad-10726 364 11 fair fair ADJ dad-10726 364 12 ( ( PUNCT dad-10726 364 13 0.38 0.38 NUM dad-10726 364 14 ) ) PUNCT dad-10726 364 15 ; ; PUNCT dad-10726 364 16 in in ADP dad-10726 364 17 what what PRON dad-10726 364 18 concerns concern VERB dad-10726 364 19 the the DET dad-10726 364 20 other other ADJ dad-10726 364 21 two two NUM dad-10726 364 22 variables variable NOUN dad-10726 364 23 , , PUNCT dad-10726 364 24 they they PRON dad-10726 364 25 are be AUX dad-10726 364 26 considered consider VERB dad-10726 364 27 substantial substantial ADJ dad-10726 364 28 ( ( PUNCT dad-10726 364 29 respectively respectively ADV dad-10726 364 30 , , PUNCT dad-10726 364 31 0.62 0.62 NUM dad-10726 364 32 and and CCONJ dad-10726 364 33 0.65 0.65 NUM dad-10726 364 34 ) ) PUNCT dad-10726 364 35 . . PUNCT dad-10726 365 1 afterwards afterwards ADV dad-10726 365 2 , , PUNCT dad-10726 365 3 our our PRON dad-10726 365 4 annotator annotator NOUN dad-10726 365 5 evaluated evaluate VERB dad-10726 365 6 the the DET dad-10726 365 7 questions question NOUN dad-10726 365 8 generated generate VERB dad-10726 365 9 by by ADP dad-10726 365 10 the the DET dad-10726 365 11 - - PUNCT dad-10726 365 12 mentor mentor NOUN dad-10726 365 13 in in ADP dad-10726 365 14 the the DET dad-10726 365 15 sentences sentence NOUN dad-10726 365 16 set set VERB dad-10726 365 17 . . PUNCT dad-10726 366 1 it it PRON dad-10726 366 2 generated generate VERB dad-10726 366 3 25 25 NUM dad-10726 366 4 questions question NOUN dad-10726 366 5 using use VERB dad-10726 366 6 our our PRON dad-10726 366 7 best good ADJ dad-10726 366 8 predicted predict VERB dad-10726 366 9 setting setting NOUN dad-10726 366 10 , , PUNCT dad-10726 366 11 that that ADV dad-10726 366 12 is is ADV dad-10726 366 13 , , PUNCT dad-10726 366 14 it it PRON dad-10726 366 15 ran run VERB dad-10726 366 16 with with ADP dad-10726 366 17 strong strong ADJ dad-10726 366 18 and and CCONJ dad-10726 366 19 inflected inflect VERB dad-10726 366 20 patterns pattern NOUN dad-10726 366 21 and and CCONJ dad-10726 366 22 with with ADP dad-10726 366 23 the the DET dad-10726 366 24 semantic semantic ADJ dad-10726 366 25 filter filter NOUN dad-10726 366 26 . . PUNCT dad-10726 367 1 table table NOUN dad-10726 367 2 8 8 NUM dad-10726 367 3 shows show VERB dad-10726 367 4 the the DET dad-10726 367 5 scores score NOUN dad-10726 367 6 attributed attribute VERB dad-10726 367 7 by by ADP dad-10726 367 8 our our PRON dad-10726 367 9 annotator annotator NOUN dad-10726 367 10 to to ADP dad-10726 367 11 the the DET dad-10726 367 12 questions question NOUN dad-10726 367 13 generated generate VERB dad-10726 367 14 by by ADP dad-10726 367 15 the the DET dad-10726 367 16 - - PUNCT dad-10726 367 17 mentor mentor NOUN dad-10726 367 18 according accord VERB dad-10726 367 19 to to ADP dad-10726 367 20 each each DET dad-10726 367 21 one one NUM dad-10726 367 22 of of ADP dad-10726 367 23 the the DET dad-10726 367 24 parameters parameter NOUN dad-10726 367 25 . . PUNCT dad-10726 368 1 recall recall VERB dad-10726 368 2 that that SCONJ dad-10726 368 3 lower low ADJ dad-10726 368 4 scores score NOUN dad-10726 368 5 are be AUX dad-10726 368 6 better well ADJ dad-10726 368 7 . . PUNCT dad-10726 369 1 167 167 NUM dad-10726 369 2 curto curto NOUN dad-10726 369 3 , , PUNCT dad-10726 369 4 mendes mende NOUN dad-10726 369 5 and and CCONJ dad-10726 369 6 coheur coheur NOUN dad-10726 369 7 relevance relevance NOUN dad-10726 369 8 syntax syntax NOUN dad-10726 369 9 ambiguity ambiguity NOUN dad-10726 369 10 # # SYM dad-10726 369 11 1 1 NUM dad-10726 369 12 21 21 NUM dad-10726 369 13 12 12 NUM dad-10726 369 14 15 15 NUM dad-10726 369 15 # # SYM dad-10726 369 16 2 2 NUM dad-10726 369 17 1 1 NUM dad-10726 369 18 3 3 NUM dad-10726 369 19 4 4 NUM dad-10726 369 20 # # SYM dad-10726 369 21 3 3 NUM dad-10726 369 22 3 3 NUM dad-10726 369 23 6 6 NUM dad-10726 369 24 6 6 NUM dad-10726 369 25 # # SYM dad-10726 369 26 4 4 NUM dad-10726 369 27 0 0 NUM dad-10726 369 28 4 4 NUM dad-10726 369 29 n.a n.a PROPN dad-10726 369 30 . . PROPN dad-10726 369 31 total total PROPN dad-10726 369 32 25 25 NUM dad-10726 369 33 25 25 NUM dad-10726 369 34 25 25 NUM dad-10726 369 35 table table NOUN dad-10726 369 36 8 8 NUM dad-10726 369 37 : : PUNCT dad-10726 369 38 results result NOUN dad-10726 369 39 achieved achieve VERB dad-10726 369 40 by by ADP dad-10726 369 41 the the DET dad-10726 369 42 - - PUNCT dad-10726 369 43 mentor mentor NOUN dad-10726 369 44 . . PUNCT dad-10726 370 1 table table NOUN dad-10726 370 2 9 9 NUM dad-10726 370 3 shows show VERB dad-10726 370 4 the the DET dad-10726 370 5 comparison comparison NOUN dad-10726 370 6 between between ADP dad-10726 370 7 the the DET dad-10726 370 8 results result NOUN dad-10726 370 9 achieved achieve VERB dad-10726 370 10 by by ADP dad-10726 370 11 the the DET dad-10726 370 12 - - PUNCT dad-10726 370 13 mentor mentor NOUN dad-10726 370 14 and and CCONJ dad-10726 370 15 the the DET dad-10726 370 16 results result NOUN dad-10726 370 17 achieved achieve VERB dad-10726 370 18 by by ADP dad-10726 370 19 the the DET dad-10726 370 20 other other ADJ dad-10726 370 21 systems system NOUN dad-10726 370 22 participating participate VERB dad-10726 370 23 at at ADP dad-10726 370 24 qgstec qgstec ADJ dad-10726 370 25 2010.14 2010.14 NUM dad-10726 370 26 system system NOUN dad-10726 370 27 relevance relevance NOUN dad-10726 370 28 syntax syntax NOUN dad-10726 370 29 ambiguity ambiguity NOUN dad-10726 370 30 good good ADJ dad-10726 370 31 questions question NOUN dad-10726 370 32 a a DET dad-10726 370 33 1.61 1.61 NUM dad-10726 370 34 ± ± NUM dad-10726 370 35 0.74 0.74 NUM dad-10726 370 36 2.06 2.06 NUM dad-10726 370 37 ± ± NUM dad-10726 370 38 1.01 1.01 NUM dad-10726 370 39 1.52 1.52 NUM dad-10726 370 40 ± ± NUM dad-10726 370 41 0.63 0.63 NUM dad-10726 370 42 181/354 181/354 PROPN dad-10726 370 43 ( ( PUNCT dad-10726 370 44 51 51 NUM dad-10726 370 45 % % NOUN dad-10726 370 46 ) ) PUNCT dad-10726 370 47 b b NOUN dad-10726 370 48 1.17 1.17 NUM dad-10726 370 49 ± ± NUM dad-10726 370 50 0.48 0.48 NUM dad-10726 370 51 1.75 1.75 NUM dad-10726 370 52 ± ± NUM dad-10726 370 53 0.74 0.74 NUM dad-10726 370 54 1.30 1.30 NUM dad-10726 370 55 ± ± NUM dad-10726 371 1 0.41 0.41 NUM dad-10726 371 2 122/165 122/165 PROPN dad-10726 371 3 ( ( PUNCT dad-10726 371 4 74 74 NUM dad-10726 371 5 % % NOUN dad-10726 371 6 ) ) PUNCT dad-10726 371 7 c c NOUN dad-10726 371 8 1.68 1.68 NUM dad-10726 371 9 ± ± NUM dad-10726 371 10 0.87 0.87 NUM dad-10726 371 11 2.44 2.44 NUM dad-10726 371 12 ± ± NUM dad-10726 371 13 1.06 1.06 NUM dad-10726 371 14 1.76 1.76 NUM dad-10726 371 15 ± ± NUM dad-10726 371 16 0.69 0.69 NUM dad-10726 371 17 83/209 83/209 NUM dad-10726 371 18 ( ( PUNCT dad-10726 371 19 40 40 NUM dad-10726 371 20 % % NOUN dad-10726 371 21 ) ) PUNCT dad-10726 372 1 d d ADP dad-10726 372 2 1.74 1.74 NUM dad-10726 372 3 ± ± NUM dad-10726 372 4 0.99 0.99 NUM dad-10726 372 5 2.64 2.64 NUM dad-10726 372 6 ± ± NUM dad-10726 372 7 0.96 0.96 NUM dad-10726 372 8 1.96 1.96 NUM dad-10726 372 9 ± ± NUM dad-10726 372 10 0.71 0.71 NUM dad-10726 372 11 44/168 44/168 NOUN dad-10726 372 12 ( ( PUNCT dad-10726 372 13 26 26 NUM dad-10726 372 14 % % NOUN dad-10726 372 15 ) ) PUNCT dad-10726 372 16 the the DET dad-10726 372 17 - - PUNCT dad-10726 372 18 mentor mentor NOUN dad-10726 372 19 1.28 1.28 NUM dad-10726 372 20 ± ± NUM dad-10726 372 21 0.68 0.68 NUM dad-10726 372 22 2.08 2.08 NUM dad-10726 372 23 ± ± NUM dad-10726 372 24 1.88 1.88 NUM dad-10726 372 25 1.64 1.64 NUM dad-10726 372 26 ± ± NUM dad-10726 372 27 0.86 0.86 NUM dad-10726 372 28 14/25 14/25 NUM dad-10726 372 29 ( ( PUNCT dad-10726 372 30 56 56 NUM dad-10726 372 31 % % NOUN dad-10726 372 32 ) ) PUNCT dad-10726 372 33 table table NOUN dad-10726 372 34 9 9 NUM dad-10726 372 35 : : PUNCT dad-10726 372 36 comparison comparison NOUN dad-10726 372 37 between between ADP dad-10726 372 38 the the DET dad-10726 372 39 results result NOUN dad-10726 372 40 achieved achieve VERB dad-10726 372 41 by by ADP dad-10726 372 42 the the DET dad-10726 372 43 - - PUNCT dad-10726 372 44 mentor mentor NOUN dad-10726 372 45 and and CCONJ dad-10726 372 46 the the DET dad-10726 372 47 other other ADJ dad-10726 372 48 participating participate VERB dad-10726 372 49 systems system NOUN dad-10726 372 50 of of ADP dad-10726 372 51 qgstec qgstec ADJ dad-10726 372 52 2010 2010 NUM dad-10726 372 53 . . PUNCT dad-10726 373 1 results result NOUN dad-10726 373 2 are be AUX dad-10726 373 3 similar similar ADJ dad-10726 373 4 if if SCONJ dad-10726 373 5 we we PRON dad-10726 373 6 compare compare VERB dad-10726 373 7 relevance relevance NOUN dad-10726 373 8 , , PUNCT dad-10726 373 9 syntactic syntactic ADJ dad-10726 373 10 correctness correctness NOUN dad-10726 373 11 and and CCONJ dad-10726 373 12 fluency fluency NOUN dad-10726 373 13 and and CCONJ dad-10726 373 14 ambiguity ambiguity NOUN dad-10726 373 15 . . PUNCT dad-10726 374 1 nevertheless nevertheless ADV dad-10726 374 2 , , PUNCT dad-10726 374 3 our our PRON dad-10726 374 4 results result NOUN dad-10726 374 5 are be AUX dad-10726 374 6 clearly clearly ADV dad-10726 374 7 worse bad ADJ dad-10726 374 8 than than ADP dad-10726 374 9 other other ADJ dad-10726 374 10 systems system NOUN dad-10726 374 11 if if SCONJ dad-10726 374 12 we we PRON dad-10726 374 13 compare compare VERB dad-10726 374 14 the the DET dad-10726 374 15 number number NOUN dad-10726 374 16 of of ADP dad-10726 374 17 questions question NOUN dad-10726 374 18 generated generate VERB dad-10726 374 19 . . PUNCT dad-10726 375 1 however however ADV dad-10726 375 2 , , PUNCT dad-10726 375 3 as as SCONJ dad-10726 375 4 said say VERB dad-10726 375 5 before before ADV dad-10726 375 6 , , PUNCT dad-10726 375 7 the the DET dad-10726 375 8 - - PUNCT dad-10726 375 9 mentor mentor NOUN dad-10726 375 10 is be AUX dad-10726 375 11 not not PART dad-10726 375 12 prepared prepared ADJ dad-10726 375 13 to to PART dad-10726 375 14 generate generate VERB dad-10726 375 15 questions question NOUN dad-10726 375 16 of of ADP dad-10726 375 17 different different ADJ dad-10726 375 18 types type NOUN dad-10726 375 19 for for ADP dad-10726 375 20 each each DET dad-10726 375 21 sentence sentence NOUN dad-10726 375 22 , , PUNCT dad-10726 375 23 thus thus ADV dad-10726 375 24 the the DET dad-10726 375 25 number number NOUN dad-10726 375 26 of of ADP dad-10726 375 27 questions question NOUN dad-10726 375 28 generated generate VERB dad-10726 375 29 is be AUX dad-10726 375 30 low low ADJ dad-10726 375 31 . . PUNCT dad-10726 376 1 5.2.4 5.2.4 NUM dad-10726 376 2 in in ADP dad-10726 376 3 - - PUNCT dad-10726 376 4 domain domain NOUN dad-10726 376 5 question question NOUN dad-10726 376 6 generation generation NOUN dad-10726 376 7 we we PRON dad-10726 376 8 also also ADV dad-10726 376 9 tested test VERB dad-10726 376 10 the the DET dad-10726 376 11 - - PUNCT dad-10726 376 12 mentor mentor NOUN dad-10726 376 13 in in ADP dad-10726 376 14 a a DET dad-10726 376 15 text text NOUN dad-10726 376 16 about about ADP dad-10726 376 17 art art NOUN dad-10726 376 18 , , PUNCT dad-10726 376 19 since since SCONJ dad-10726 376 20 this this PRON dad-10726 376 21 is be AUX dad-10726 376 22 the the DET dad-10726 376 23 application application NOUN dad-10726 376 24 domain domain NOUN dad-10726 376 25 of of ADP dad-10726 376 26 falacomigo falacomigo NOUN dad-10726 376 27 . . PUNCT dad-10726 377 1 we we PRON dad-10726 377 2 have have AUX dad-10726 377 3 chosen choose VERB dad-10726 377 4 the the DET dad-10726 377 5 leonardo leonardo PROPN dad-10726 377 6 da da PROPN dad-10726 377 7 vinci vinci PROPN dad-10726 377 8 page page PROPN dad-10726 377 9 from from ADP dad-10726 377 10 wikipedia wikipedia PROPN dad-10726 377 11 , , PUNCT dad-10726 377 12 with with ADP dad-10726 377 13 365 365 NUM dad-10726 377 14 sentences.15 sentences.15 NOUN dad-10726 377 15 this this DET dad-10726 377 16 time time NOUN dad-10726 377 17 , , PUNCT dad-10726 377 18 motivated motivate VERB dad-10726 377 19 by by ADP dad-10726 377 20 the the DET dad-10726 377 21 previously previously ADV dad-10726 377 22 achieved achieve VERB dad-10726 377 23 results result NOUN dad-10726 377 24 , , PUNCT dad-10726 377 25 we we PRON dad-10726 377 26 decided decide VERB dad-10726 377 27 not not PART dad-10726 377 28 to to PART dad-10726 377 29 use use VERB dad-10726 377 30 weak weak ADJ dad-10726 377 31 patterns pattern NOUN dad-10726 377 32 . . PUNCT dad-10726 378 1 once once ADV dad-10726 378 2 again again ADV dad-10726 378 3 , , PUNCT dad-10726 378 4 plausible plausible ADJ dad-10726 378 5 questions question NOUN dad-10726 378 6 such such ADJ dad-10726 378 7 as as ADP dad-10726 378 8 where where SCONJ dad-10726 378 9 is be AUX dad-10726 378 10 leonardo leonardo PROPN dad-10726 378 11 ’s ’s PART dad-10726 378 12 earliest early ADV dad-10726 378 13 known know VERB dad-10726 378 14 dated date VERB dad-10726 378 15 work work NOUN dad-10726 378 16 ? ? PUNCT dad-10726 378 17 were be AUX dad-10726 378 18 marked mark VERB dad-10726 378 19 as as ADP dad-10726 378 20 impl impl NOUN dad-10726 378 21 , , PUNCT dad-10726 378 22 if if SCONJ dad-10726 378 23 the the DET dad-10726 378 24 sentences sentence NOUN dad-10726 378 25 from from ADP dad-10726 378 26 where where SCONJ dad-10726 378 27 they they PRON dad-10726 378 28 were be AUX dad-10726 378 29 generated generate VERB dad-10726 378 30 do do AUX dad-10726 378 31 not not PART dad-10726 378 32 contain contain VERB dad-10726 378 33 reference reference NOUN dad-10726 378 34 to to ADP dad-10726 378 35 its its PRON dad-10726 378 36 answer answer NOUN dad-10726 378 37 ( ( PUNCT dad-10726 378 38 leonardo leonardo PROPN dad-10726 378 39 ’s ’s PART dad-10726 378 40 earliest early ADV dad-10726 378 41 known know VERB dad-10726 378 42 dated date VERB dad-10726 378 43 work work NOUN dad-10726 378 44 is be AUX dad-10726 378 45 a a DET dad-10726 378 46 drawing drawing NOUN dad-10726 378 47 in in ADP dad-10726 378 48 pen pen NOUN dad-10726 378 49 and and CCONJ dad-10726 378 50 ink ink NOUN dad-10726 378 51 of of ADP dad-10726 378 52 the the DET dad-10726 378 53 arno arno PROPN dad-10726 378 54 valley valley PROPN dad-10726 378 55 , , PUNCT dad-10726 378 56 drawn draw VERB dad-10726 378 57 on on ADP dad-10726 378 58 august august PROPN dad-10726 378 59 5 5 NUM dad-10726 378 60 , , PUNCT dad-10726 378 61 1473 1473 NUM dad-10726 378 62 ) ) PUNCT dad-10726 378 63 . . PUNCT dad-10726 379 1 however however ADV dad-10726 379 2 , , PUNCT dad-10726 379 3 we we PRON dad-10726 379 4 marked mark VERB dad-10726 379 5 as as ADP dad-10726 379 6 pl pl NOUN dad-10726 379 7 questions question NOUN dad-10726 379 8 that that PRON dad-10726 379 9 did do AUX dad-10726 379 10 not not PART dad-10726 379 11 have have VERB dad-10726 379 12 an an DET dad-10726 379 13 explicit explicit ADJ dad-10726 379 14 answer answer NOUN dad-10726 379 15 in in ADP dad-10726 379 16 the the DET dad-10726 379 17 sentence sentence NOUN dad-10726 379 18 responsible responsible ADJ dad-10726 379 19 for for ADP dad-10726 379 20 their their PRON dad-10726 379 21 generation generation NOUN dad-10726 379 22 , , PUNCT dad-10726 379 23 but but CCONJ dad-10726 379 24 it it PRON dad-10726 379 25 could could AUX dad-10726 379 26 be be AUX dad-10726 379 27 inferred infer VERB dad-10726 379 28 from from ADP dad-10726 379 29 the the DET dad-10726 379 30 sentence sentence NOUN dad-10726 379 31 . . PUNCT dad-10726 380 1 an an DET dad-10726 380 2 example example NOUN dad-10726 380 3 is be AUX dad-10726 380 4 the the DET dad-10726 380 5 question question NOUN dad-10726 380 6 in in ADP dad-10726 380 7 which which DET dad-10726 380 8 country country NOUN dad-10726 380 9 was be AUX dad-10726 380 10 leonardo leonardo PROPN dad-10726 380 11 educated educate VERB dad-10726 380 12 ? ? PUNCT dad-10726 380 13 , , PUNCT dad-10726 380 14 as as SCONJ dad-10726 380 15 italy italy PROPN dad-10726 380 16 can can AUX dad-10726 380 17 be be AUX dad-10726 380 18 inferred infer VERB dad-10726 380 19 from from ADP dad-10726 380 20 born bear VERB dad-10726 380 21 the the DET dad-10726 380 22 illegitimate illegitimate ADJ dad-10726 380 23 son son NOUN dad-10726 380 24 of of ADP dad-10726 380 25 a a DET dad-10726 380 26 notary notary NOUN dad-10726 380 27 , , PUNCT dad-10726 380 28 piero piero PROPN dad-10726 380 29 da da PROPN dad-10726 380 30 vinci vinci PROPN dad-10726 380 31 , , PUNCT dad-10726 380 32 and and CCONJ dad-10726 380 33 a a DET dad-10726 380 34 peasant peasant ADJ dad-10726 380 35 woman woman NOUN dad-10726 380 36 , , PUNCT dad-10726 380 37 caterina caterina PROPN dad-10726 380 38 , , PUNCT dad-10726 380 39 at at ADP dad-10726 380 40 vinci vinci PROPN dad-10726 380 41 in in ADP dad-10726 380 42 the the DET dad-10726 380 43 region region NOUN dad-10726 380 44 of of ADP dad-10726 380 45 florence florence NOUN dad-10726 380 46 , , PUNCT dad-10726 380 47 leonardo leonardo PROPN dad-10726 380 48 was be AUX dad-10726 380 49 educated educate VERB dad-10726 380 50 in in ADP dad-10726 380 51 the the DET dad-10726 380 52 studio studio NOUN dad-10726 380 53 of of ADP dad-10726 380 54 the the DET dad-10726 380 55 renowned renowned ADJ dad-10726 380 56 florentine florentine NOUN dad-10726 380 57 painter painter NOUN dad-10726 380 58 , , PUNCT dad-10726 380 59 verrocchio verrocchio VERB dad-10726 380 60 . . PUNCT dad-10726 381 1 the the DET dad-10726 381 2 question question NOUN dad-10726 381 3 who who PRON dad-10726 381 4 created create VERB dad-10726 381 5 14 14 NUM dad-10726 381 6 . . PUNCT dad-10726 382 1 for for ADP dad-10726 382 2 all all DET dad-10726 382 3 systems system NOUN dad-10726 382 4 , , PUNCT dad-10726 382 5 the the DET dad-10726 382 6 number number NOUN dad-10726 382 7 of of ADP dad-10726 382 8 good good ADJ dad-10726 382 9 questions question NOUN dad-10726 382 10 is be AUX dad-10726 382 11 calculated calculate VERB dad-10726 382 12 by by ADP dad-10726 382 13 taking take VERB dad-10726 382 14 into into ADP dad-10726 382 15 account account NOUN dad-10726 382 16 only only ADV dad-10726 382 17 the the DET dad-10726 382 18 three three NUM dad-10726 382 19 mentioned mention VERB dad-10726 382 20 parameters parameter NOUN dad-10726 382 21 . . PUNCT dad-10726 383 1 15 15 X dad-10726 383 2 . . PUNCT dad-10726 384 1 this this PRON dad-10726 384 2 includes include VERB dad-10726 384 3 section section NOUN dad-10726 384 4 titles title NOUN dad-10726 384 5 and and CCONJ dad-10726 384 6 image image NOUN dad-10726 384 7 captions caption NOUN dad-10726 384 8 . . PUNCT dad-10726 385 1 168 168 NUM dad-10726 385 2 question question NOUN dad-10726 385 3 generation generation NOUN dad-10726 385 4 with with ADP dad-10726 385 5 the the DET dad-10726 385 6 - - PUNCT dad-10726 385 7 mentor mentor NOUN dad-10726 385 8 the the DET dad-10726 385 9 cartoon cartoon NOUN dad-10726 385 10 of of ADP dad-10726 385 11 the the DET dad-10726 385 12 virgin virgin NOUN dad-10726 385 13 ? ? PUNCT dad-10726 385 14 was be AUX dad-10726 385 15 also also ADV dad-10726 385 16 marked mark VERB dad-10726 385 17 as as ADP dad-10726 385 18 impl impl NOUN dad-10726 385 19 , , PUNCT dad-10726 385 20 because because SCONJ dad-10726 385 21 it it PRON dad-10726 385 22 lacks lack VERB dad-10726 385 23 content content NOUN dad-10726 385 24 ( ( PUNCT dad-10726 385 25 the the DET dad-10726 385 26 name name NOUN dad-10726 385 27 of of ADP dad-10726 385 28 the the DET dad-10726 385 29 cartoon cartoon NOUN dad-10726 385 30 is be AUX dad-10726 385 31 the the DET dad-10726 385 32 virgin virgin NOUN dad-10726 385 33 and and CCONJ dad-10726 385 34 child child NOUN dad-10726 385 35 ) ) PUNCT dad-10726 385 36 . . PUNCT dad-10726 386 1 finally finally ADV dad-10726 386 2 , , PUNCT dad-10726 386 3 we we PRON dad-10726 386 4 marked mark VERB dad-10726 386 5 as as ADP dad-10726 386 6 impl impl NOUN dad-10726 386 7 questions question NOUN dad-10726 386 8 with with ADP dad-10726 386 9 grammatical grammatical ADJ dad-10726 386 10 errors error NOUN dad-10726 386 11 , , PUNCT dad-10726 386 12 like like ADP dad-10726 386 13 what what PRON dad-10726 386 14 sustain sustain VERB dad-10726 386 15 the the DET dad-10726 386 16 canal canal NOUN dad-10726 386 17 during during ADP dad-10726 386 18 all all DET dad-10726 386 19 seasons season NOUN dad-10726 386 20 ? ? PUNCT dad-10726 386 21 . . PUNCT dad-10726 387 1 since since SCONJ dad-10726 387 2 there there PRON dad-10726 387 3 was be VERB dad-10726 387 4 almost almost ADV dad-10726 387 5 no no PRON dad-10726 387 6 difference difference NOUN dad-10726 387 7 between between ADP dad-10726 387 8 the the DET dad-10726 387 9 questions question NOUN dad-10726 387 10 generated generate VERB dad-10726 387 11 when when SCONJ dad-10726 387 12 all all DET dad-10726 387 13 the the DET dad-10726 387 14 filters filter NOUN dad-10726 387 15 were be AUX dad-10726 387 16 applied apply VERB dad-10726 387 17 and and CCONJ dad-10726 387 18 questions question NOUN dad-10726 387 19 generated generate VERB dad-10726 387 20 with with ADP dad-10726 387 21 the the DET dad-10726 387 22 semantic semantic ADJ dad-10726 387 23 filter filter NOUN dad-10726 387 24 ( ( PUNCT dad-10726 387 25 the the DET dad-10726 387 26 latter latter NOUN dad-10726 387 27 contributed contribute VERB dad-10726 387 28 with with ADP dad-10726 387 29 one one NUM dad-10726 387 30 additional additional ADJ dad-10726 387 31 question question NOUN dad-10726 387 32 , , PUNCT dad-10726 387 33 that that PRON dad-10726 387 34 was be AUX dad-10726 387 35 marked mark VERB dad-10726 387 36 as as ADP dad-10726 387 37 impl impl NOUN dad-10726 387 38 ) ) PUNCT dad-10726 387 39 , , PUNCT dad-10726 387 40 this this DET dad-10726 387 41 filtering filtering NOUN dad-10726 387 42 process process NOUN dad-10726 387 43 was be AUX dad-10726 387 44 removed remove VERB dad-10726 387 45 from from ADP dad-10726 387 46 the the DET dad-10726 387 47 results result NOUN dad-10726 387 48 presented present VERB dad-10726 387 49 in in ADP dad-10726 387 50 table table NOUN dad-10726 387 51 10 10 NUM dad-10726 387 52 . . PUNCT dad-10726 388 1 all all DET dad-10726 388 2 filters filter NOUN dad-10726 388 3 ( ( PUNCT dad-10726 388 4 total total ADJ dad-10726 388 5 : : PUNCT dad-10726 388 6 41 41 NUM dad-10726 388 7 ) ) PUNCT dad-10726 388 8 strong strong ADJ dad-10726 388 9 patterns pattern NOUN dad-10726 388 10 inflected inflect VERB dad-10726 388 11 patterns pattern NOUN dad-10726 388 12 pl pl NOUN dad-10726 388 13 impl impl NOUN dad-10726 388 14 ctxpl ctxpl NOUN dad-10726 388 15 total total ADJ dad-10726 388 16 pl pl NOUN dad-10726 388 17 impl impl NOUN dad-10726 388 18 ctxpl ctxpl NOUN dad-10726 388 19 total total VERB dad-10726 388 20 14 14 NUM dad-10726 388 21 13 13 NUM dad-10726 388 22 4 4 NUM dad-10726 388 23 31 31 NUM dad-10726 388 24 2 2 NUM dad-10726 388 25 8 8 NUM dad-10726 388 26 0 0 NUM dad-10726 388 27 10 10 NUM dad-10726 389 1 no no DET dad-10726 389 2 filters filter NOUN dad-10726 389 3 ( ( PUNCT dad-10726 389 4 total total ADJ dad-10726 389 5 : : PUNCT dad-10726 389 6 219 219 NUM dad-10726 389 7 ) ) PUNCT dad-10726 389 8 strong strong ADJ dad-10726 389 9 patterns pattern NOUN dad-10726 389 10 inflected inflect VERB dad-10726 389 11 patterns pattern NOUN dad-10726 389 12 pl pl NOUN dad-10726 389 13 impl impl NOUN dad-10726 389 14 ctxpl ctxpl NOUN dad-10726 389 15 total total ADJ dad-10726 389 16 pl pl NOUN dad-10726 389 17 impl impl NOUN dad-10726 389 18 ctxpl ctxpl NOUN dad-10726 389 19 total total VERB dad-10726 389 20 25 25 NUM dad-10726 389 21 40 40 NUM dad-10726 389 22 4 4 NUM dad-10726 389 23 69 69 NUM dad-10726 389 24 21 21 NUM dad-10726 389 25 121 121 NUM dad-10726 389 26 7 7 NUM dad-10726 389 27 149 149 NUM dad-10726 389 28 total total NOUN dad-10726 389 29 pl pl X dad-10726 389 30 total total ADJ dad-10726 389 31 impl impl NOUN dad-10726 389 32 total total ADJ dad-10726 389 33 ctxpl ctxpl NOUN dad-10726 389 34 total total VERB dad-10726 389 35 62 62 NUM dad-10726 389 36 182 182 NUM dad-10726 389 37 15 15 NUM dad-10726 389 38 259 259 NUM dad-10726 389 39 table table NOUN dad-10726 389 40 10 10 NUM dad-10726 389 41 : : PUNCT dad-10726 389 42 results result NOUN dad-10726 389 43 from from ADP dad-10726 389 44 leonardo leonardo PROPN dad-10726 389 45 da da PROPN dad-10726 389 46 vinci vinci PROPN dad-10726 389 47 ’s ’s PART dad-10726 389 48 wikipedia wikipedia PROPN dad-10726 389 49 page page PROPN dad-10726 389 50 . . PUNCT dad-10726 390 1 the the DET dad-10726 390 2 number number NOUN dad-10726 390 3 of of ADP dad-10726 390 4 generated generate VERB dad-10726 390 5 questions question NOUN dad-10726 390 6 per per ADP dad-10726 390 7 sentence sentence NOUN dad-10726 390 8 in in ADP dad-10726 390 9 this this DET dad-10726 390 10 experiment experiment NOUN dad-10726 390 11 is be AUX dad-10726 390 12 slightly slightly ADV dad-10726 390 13 smaller small ADJ dad-10726 390 14 than than ADP dad-10726 390 15 the the DET dad-10726 390 16 number number NOUN dad-10726 390 17 of of ADP dad-10726 390 18 generated generate VERB dad-10726 390 19 questions question NOUN dad-10726 390 20 per per ADP dad-10726 390 21 sentence sentence NOUN dad-10726 390 22 in in ADP dad-10726 390 23 the the DET dad-10726 390 24 previous previous ADJ dad-10726 390 25 experiment experiment NOUN dad-10726 390 26 . . PUNCT dad-10726 391 1 this this DET dad-10726 391 2 time time NOUN dad-10726 391 3 259 259 NUM dad-10726 391 4 questions question NOUN dad-10726 391 5 were be AUX dad-10726 391 6 generated generate VERB dad-10726 391 7 from from ADP dad-10726 391 8 365 365 NUM dad-10726 391 9 sentences sentence NOUN dad-10726 391 10 and and CCONJ dad-10726 391 11 previously previously ADV dad-10726 391 12 there there PRON dad-10726 391 13 were be VERB dad-10726 391 14 135 135 NUM dad-10726 391 15 questions question NOUN dad-10726 391 16 generated generate VERB dad-10726 391 17 ( ( PUNCT dad-10726 391 18 ignoring ignore VERB dad-10726 391 19 those those PRON dad-10726 391 20 originated originate VERB dad-10726 391 21 in in ADP dad-10726 391 22 weak weak ADJ dad-10726 391 23 patterns pattern NOUN dad-10726 391 24 ) ) PUNCT dad-10726 391 25 from from ADP dad-10726 391 26 81 81 NUM dad-10726 391 27 sentences sentence NOUN dad-10726 391 28 : : PUNCT dad-10726 391 29 that that PRON dad-10726 391 30 is is ADV dad-10726 391 31 , , PUNCT dad-10726 391 32 a a DET dad-10726 391 33 ratio ratio NOUN dad-10726 391 34 of of ADP dad-10726 391 35 1.4 1.4 NUM dad-10726 391 36 and and CCONJ dad-10726 391 37 1.6 1.6 NUM dad-10726 391 38 generated generate VERB dad-10726 391 39 questions question NOUN dad-10726 391 40 per per ADP dad-10726 391 41 sentence sentence NOUN dad-10726 391 42 , , PUNCT dad-10726 391 43 respectively respectively ADV dad-10726 391 44 . . PUNCT dad-10726 392 1 in in ADP dad-10726 392 2 contrast contrast NOUN dad-10726 392 3 , , PUNCT dad-10726 392 4 the the DET dad-10726 392 5 percentage percentage NOUN dad-10726 392 6 of of ADP dad-10726 392 7 questions question NOUN dad-10726 392 8 marked mark VERB dad-10726 392 9 as as ADP dad-10726 392 10 pl pl PROPN dad-10726 392 11 or or CCONJ dad-10726 392 12 ctxpl ctxpl NOUN dad-10726 392 13 was be AUX dad-10726 392 14 slightly slightly ADV dad-10726 392 15 higher high ADJ dad-10726 392 16 with with ADP dad-10726 392 17 leonardo leonardo PROPN dad-10726 392 18 da da PROPN dad-10726 392 19 vinci vinci PROPN dad-10726 392 20 ’s ’s PART dad-10726 392 21 page page NOUN dad-10726 392 22 : : PUNCT dad-10726 392 23 77 77 NUM dad-10726 392 24 questions question NOUN dad-10726 392 25 in in ADP dad-10726 392 26 259 259 NUM dad-10726 392 27 , , PUNCT dad-10726 392 28 instead instead ADV dad-10726 392 29 of of ADP dad-10726 392 30 32 32 NUM dad-10726 392 31 in in ADP dad-10726 392 32 135 135 NUM dad-10726 392 33 . . PUNCT dad-10726 393 1 thus thus ADV dad-10726 393 2 , , PUNCT dad-10726 393 3 the the DET dad-10726 393 4 percentage percentage NOUN dad-10726 393 5 of of ADP dad-10726 393 6 successfully successfully ADV dad-10726 393 7 generated generate VERB dad-10726 393 8 questions question NOUN dad-10726 393 9 is be AUX dad-10726 393 10 between between ADP dad-10726 393 11 24 24 NUM dad-10726 393 12 % % NOUN dad-10726 393 13 and and CCONJ dad-10726 393 14 30 30 NUM dad-10726 393 15 % % NOUN dad-10726 393 16 , , PUNCT dad-10726 393 17 if if SCONJ dad-10726 393 18 weak weak ADJ dad-10726 393 19 patterns pattern NOUN dad-10726 393 20 are be AUX dad-10726 393 21 ignored ignore VERB dad-10726 393 22 . . PUNCT dad-10726 394 1 5.2.5 5.2.5 NUM dad-10726 394 2 inter inter ADJ dad-10726 394 3 - - ADJ dad-10726 394 4 annotator annotator ADJ dad-10726 394 5 agreement agreement NOUN dad-10726 394 6 two two NUM dad-10726 394 7 human human ADJ dad-10726 394 8 annotators annotator NOUN dad-10726 394 9 evaluated evaluate VERB dad-10726 394 10 the the DET dad-10726 394 11 questions question NOUN dad-10726 394 12 generated generate VERB dad-10726 394 13 from from ADP dad-10726 394 14 the the DET dad-10726 394 15 leonardo leonardo PROPN dad-10726 394 16 da da PROPN dad-10726 394 17 vinci vinci PROPN dad-10726 394 18 page page PROPN dad-10726 394 19 , , PUNCT dad-10726 394 20 having have VERB dad-10726 394 21 the the DET dad-10726 394 22 - - PUNCT dad-10726 394 23 mentor mentor NOUN dad-10726 394 24 ran run VERB dad-10726 394 25 with with ADP dad-10726 394 26 all all DET dad-10726 394 27 the the DET dad-10726 394 28 filters filter NOUN dad-10726 394 29 enabled enable VERB dad-10726 394 30 . . PUNCT dad-10726 395 1 the the DET dad-10726 395 2 annotators annotator NOUN dad-10726 395 3 were be AUX dad-10726 395 4 not not PART dad-10726 395 5 experts expert NOUN dad-10726 395 6 and and CCONJ dad-10726 395 7 had have VERB dad-10726 395 8 no no DET dad-10726 395 9 previous previous ADJ dad-10726 395 10 training training NOUN dad-10726 395 11 . . PUNCT dad-10726 396 1 the the DET dad-10726 396 2 guidelines guideline NOUN dad-10726 396 3 were be AUX dad-10726 396 4 defined define VERB dad-10726 396 5 and and CCONJ dad-10726 396 6 explained explain VERB dad-10726 396 7 before before ADP dad-10726 396 8 the the DET dad-10726 396 9 annotation annotation NOUN dad-10726 396 10 and and CCONJ dad-10726 396 11 the the DET dad-10726 396 12 annotators annotator NOUN dad-10726 396 13 did do AUX dad-10726 396 14 not not PART dad-10726 396 15 interact interact VERB dad-10726 396 16 during during ADP dad-10726 396 17 this this DET dad-10726 396 18 process process NOUN dad-10726 396 19 . . PUNCT dad-10726 397 1 again again ADV dad-10726 397 2 , , PUNCT dad-10726 397 3 the the DET dad-10726 397 4 cohen cohen NOUN dad-10726 397 5 ’s ’s PART dad-10726 397 6 kappa kappa PROPN dad-10726 397 7 coefficient coefficient PROPN dad-10726 397 8 ( ( PUNCT dad-10726 397 9 cohen cohen NOUN dad-10726 397 10 1960 1960 NUM dad-10726 397 11 ) ) PUNCT dad-10726 397 12 was be AUX dad-10726 397 13 used use VERB dad-10726 397 14 to to PART dad-10726 397 15 calculate calculate VERB dad-10726 397 16 the the DET dad-10726 397 17 inter inter ADJ dad-10726 397 18 - - ADJ dad-10726 397 19 annotator annotator ADJ dad-10726 397 20 agreement agreement NOUN dad-10726 397 21 . . PUNCT dad-10726 398 1 table table NOUN dad-10726 398 2 11 11 NUM dad-10726 398 3 summarizes summarize NOUN dad-10726 398 4 the the DET dad-10726 398 5 inter inter ADJ dad-10726 398 6 - - ADJ dad-10726 398 7 annotator annotator ADJ dad-10726 398 8 agreement agreement NOUN dad-10726 398 9 results result NOUN dad-10726 398 10 . . PUNCT dad-10726 399 1 annotators annotator NOUN dad-10726 399 2 agreed agree VERB dad-10726 399 3 in in ADP dad-10726 399 4 the the DET dad-10726 399 5 evaluation evaluation NOUN dad-10726 399 6 of of ADP dad-10726 399 7 37 37 NUM dad-10726 399 8 of of ADP dad-10726 399 9 the the DET dad-10726 399 10 41 41 NUM dad-10726 399 11 questions question NOUN dad-10726 399 12 : : PUNCT dad-10726 399 13 15 15 NUM dad-10726 399 14 pl pl NOUN dad-10726 399 15 , , PUNCT dad-10726 399 16 21 21 NUM dad-10726 399 17 impl impl NOUN dad-10726 399 18 and and CCONJ dad-10726 399 19 1 1 NUM dad-10726 399 20 ctxpl ctxpl NOUN dad-10726 399 21 . . PUNCT dad-10726 400 1 there there PRON dad-10726 400 2 was be VERB dad-10726 400 3 no no DET dad-10726 400 4 agreement agreement NOUN dad-10726 400 5 in in ADP dad-10726 400 6 4 4 NUM dad-10726 400 7 questions question NOUN dad-10726 400 8 . . PUNCT dad-10726 401 1 the the DET dad-10726 401 2 question question NOUN dad-10726 401 3 who who PRON dad-10726 401 4 was be AUX dad-10726 401 5 “ " PUNCT dad-10726 401 6 lionardo lionardo PROPN dad-10726 401 7 di di PROPN dad-10726 401 8 ser ser PROPN dad-10726 401 9 piero piero PROPN dad-10726 401 10 da da PROPN dad-10726 401 11 vinci vinci PROPN dad-10726 401 12 ” " PUNCT dad-10726 401 13 ? ? PUNCT dad-10726 401 14 , , PUNCT dad-10726 401 15 generated generate VERB dad-10726 401 16 from from ADP dad-10726 401 17 his his PRON dad-10726 401 18 full full ADJ dad-10726 401 19 birth birth NOUN dad-10726 401 20 name name NOUN dad-10726 401 21 was be AUX dad-10726 401 22 ” " PUNCT dad-10726 401 23 lionardo lionardo PROPN dad-10726 401 24 di di PROPN dad-10726 401 25 ser ser PROPN dad-10726 401 26 piero piero PROPN dad-10726 401 27 da da PROPN dad-10726 401 28 vinci vinci PROPN dad-10726 401 29 ” " PUNCT dad-10726 401 30 , , PUNCT dad-10726 401 31 meaning mean VERB dad-10726 401 32 ” " PUNCT dad-10726 401 33 leonardo leonardo PROPN dad-10726 401 34 , , PUNCT dad-10726 401 35 ( ( PUNCT dad-10726 401 36 son son NOUN dad-10726 401 37 ) ) PUNCT dad-10726 401 38 of of ADP dad-10726 401 39 ( ( PUNCT dad-10726 401 40 mes)ser mes)ser PROPN dad-10726 401 41 piero piero PROPN dad-10726 401 42 from from ADP dad-10726 401 43 vinci vinci PROPN dad-10726 401 44 ” " PUNCT dad-10726 401 45 was be AUX dad-10726 401 46 classified classify VERB dad-10726 401 47 as as ADP dad-10726 401 48 pl pl NUM dad-10726 401 49 by by ADP dad-10726 401 50 one one NUM dad-10726 401 51 annotator annotator NOUN dad-10726 401 52 and and CCONJ dad-10726 401 53 as as ADP dad-10726 401 54 impl impl NOUN dad-10726 401 55 by by ADP dad-10726 401 56 the the DET dad-10726 401 57 other other ADJ dad-10726 401 58 . . PUNCT dad-10726 402 1 this this PRON dad-10726 402 2 is be AUX dad-10726 402 3 an an DET dad-10726 402 4 example example NOUN dad-10726 402 5 of of ADP dad-10726 402 6 a a DET dad-10726 402 7 question question NOUN dad-10726 402 8 well well ADV dad-10726 402 9 formulated formulate VERB dad-10726 402 10 at at ADP dad-10726 402 11 the the DET dad-10726 402 12 lexical lexical ADJ dad-10726 402 13 , , PUNCT dad-10726 402 14 syntactic syntactic ADJ dad-10726 402 15 and and CCONJ dad-10726 402 16 semantic semantic ADJ dad-10726 402 17 level level NOUN dad-10726 402 18 and and CCONJ dad-10726 402 19 , , PUNCT dad-10726 402 20 according accord VERB dad-10726 402 21 to to ADP dad-10726 402 22 an an DET dad-10726 402 23 annotator annotator NOUN dad-10726 402 24 , , PUNCT dad-10726 402 25 it it PRON dad-10726 402 26 could could AUX dad-10726 402 27 be be AUX dad-10726 402 28 posed pose VERB dad-10726 402 29 to to ADP dad-10726 402 30 a a DET dad-10726 402 31 user user NOUN dad-10726 402 32 of of ADP dad-10726 402 33 the the DET dad-10726 402 34 - - PUNCT dad-10726 402 35 mentor mentor NOUN dad-10726 402 36 ; ; PUNCT dad-10726 402 37 on on ADP dad-10726 402 38 the the DET dad-10726 402 39 contrary contrary NOUN dad-10726 402 40 , , PUNCT dad-10726 402 41 the the DET dad-10726 402 42 other other ADJ dad-10726 402 43 annotator annotator NOUN dad-10726 402 44 considered consider VERB dad-10726 402 45 the the DET dad-10726 402 46 nonexistence nonexistence NOUN dad-10726 402 47 of of ADP dad-10726 402 48 support support NOUN dad-10726 402 49 from from ADP dad-10726 402 50 the the DET dad-10726 402 51 sentence sentence NOUN dad-10726 402 52 where where SCONJ dad-10726 402 53 it it PRON dad-10726 402 54 was be AUX dad-10726 402 55 generated generate VERB dad-10726 402 56 as as ADP dad-10726 402 57 169 169 NUM dad-10726 402 58 curto curto NOUN dad-10726 402 59 , , PUNCT dad-10726 402 60 mendes mende NOUN dad-10726 402 61 and and CCONJ dad-10726 402 62 coheur coheur X dad-10726 402 63 pl pl NOUN dad-10726 402 64 impl impl NOUN dad-10726 402 65 ctxpl ctxpl NOUN dad-10726 402 66 total total VERB dad-10726 402 67 pl pl PROPN dad-10726 402 68 15 15 NUM dad-10726 402 69 0 0 NUM dad-10726 402 70 0 0 NUM dad-10726 402 71 15 15 NUM dad-10726 402 72 impl impl NOUN dad-10726 402 73 1 1 NUM dad-10726 402 74 21 21 NUM dad-10726 402 75 3 3 NUM dad-10726 402 76 25 25 NUM dad-10726 402 77 ctxpl ctxpl NOUN dad-10726 402 78 0 0 NUM dad-10726 402 79 0 0 NUM dad-10726 402 80 1 1 NUM dad-10726 402 81 1 1 NUM dad-10726 402 82 total total NOUN dad-10726 402 83 16 16 NUM dad-10726 402 84 21 21 NUM dad-10726 402 85 4 4 NUM dad-10726 402 86 41 41 NUM dad-10726 402 87 table table NOUN dad-10726 402 88 11 11 NUM dad-10726 402 89 : : PUNCT dad-10726 402 90 inter inter ADJ dad-10726 402 91 - - ADJ dad-10726 402 92 annotator annotator ADJ dad-10726 402 93 agreement agreement NOUN dad-10726 402 94 . . PUNCT dad-10726 403 1 sufficient sufficient ADJ dad-10726 403 2 reason reason NOUN dad-10726 403 3 to to PART dad-10726 403 4 classify classify VERB dad-10726 403 5 it it PRON dad-10726 403 6 as as ADP dad-10726 403 7 implausible implausible ADJ dad-10726 403 8 ( ( PUNCT dad-10726 403 9 following follow VERB dad-10726 403 10 the the DET dad-10726 403 11 guidelines guideline NOUN dad-10726 403 12 ) ) PUNCT dad-10726 403 13 . . PUNCT dad-10726 404 1 the the DET dad-10726 404 2 remaining remain VERB dad-10726 404 3 3 3 NUM dad-10726 404 4 questions question NOUN dad-10726 404 5 were be AUX dad-10726 404 6 classified classify VERB dad-10726 404 7 as as ADP dad-10726 404 8 impl impl NOUN dad-10726 404 9 by by ADP dad-10726 404 10 one one NUM dad-10726 404 11 annotator annotator NOUN dad-10726 404 12 and and CCONJ dad-10726 404 13 as as ADP dad-10726 404 14 ctxpl ctxpl NOUN dad-10726 404 15 by by ADP dad-10726 404 16 the the DET dad-10726 404 17 other other ADJ dad-10726 404 18 . . PUNCT dad-10726 405 1 one one NUM dad-10726 405 2 example example NOUN dad-10726 405 3 of of ADP dad-10726 405 4 such such ADJ dad-10726 405 5 questions question NOUN dad-10726 405 6 is be AUX dad-10726 405 7 who who PRON dad-10726 405 8 wrote write VERB dad-10726 405 9 an an DET dad-10726 405 10 often often ADV dad-10726 405 11 - - PUNCT dad-10726 405 12 quoted quote VERB dad-10726 405 13 letter letter NOUN dad-10726 405 14 ? ? PUNCT dad-10726 406 1 generated generate VERB dad-10726 406 2 from from ADP dad-10726 406 3 at at ADP dad-10726 406 4 this this DET dad-10726 406 5 time time NOUN dad-10726 406 6 leonardo leonardo PROPN dad-10726 406 7 wrote write VERB dad-10726 406 8 an an DET dad-10726 406 9 often often ADV dad-10726 406 10 - - PUNCT dad-10726 406 11 quoted quote VERB dad-10726 406 12 letter letter NOUN dad-10726 406 13 to to ADP dad-10726 406 14 ludovico ludovico PROPN dad-10726 406 15 , , PUNCT dad-10726 406 16 describing describe VERB dad-10726 406 17 the the DET dad-10726 406 18 many many ADJ dad-10726 406 19 marvellous marvellous ADJ dad-10726 406 20 and and CCONJ dad-10726 406 21 diverse diverse ADJ dad-10726 406 22 things thing NOUN dad-10726 406 23 that that PRON dad-10726 406 24 he he PRON dad-10726 406 25 could could AUX dad-10726 406 26 achieve achieve VERB dad-10726 406 27 in in ADP dad-10726 406 28 the the DET dad-10726 406 29 field field NOUN dad-10726 406 30 of of ADP dad-10726 406 31 engineering engineering NOUN dad-10726 406 32 and and CCONJ dad-10726 406 33 informing inform VERB dad-10726 406 34 the the DET dad-10726 406 35 lord lord PROPN dad-10726 406 36 that that SCONJ dad-10726 406 37 he he PRON dad-10726 406 38 could could AUX dad-10726 406 39 also also ADV dad-10726 406 40 paint paint VERB dad-10726 406 41 . . PUNCT dad-10726 407 1 therefore therefore ADV dad-10726 407 2 , , PUNCT dad-10726 407 3 the the DET dad-10726 407 4 relative relative ADJ dad-10726 407 5 observed observed ADJ dad-10726 407 6 agreement agreement NOUN dad-10726 407 7 among among ADP dad-10726 407 8 raters rater NOUN dad-10726 407 9 , , PUNCT dad-10726 407 10 pr(a pr(a NOUN dad-10726 407 11 ) ) PUNCT dad-10726 407 12 , , PUNCT dad-10726 407 13 is be AUX dad-10726 407 14 0.90 0.90 NUM dad-10726 407 15 , , PUNCT dad-10726 407 16 the the DET dad-10726 407 17 probability probability NOUN dad-10726 407 18 of of ADP dad-10726 407 19 chance chance NOUN dad-10726 407 20 agreement agreement NOUN dad-10726 407 21 , , PUNCT dad-10726 407 22 pr(e pr(e NOUN dad-10726 407 23 ) ) PUNCT dad-10726 407 24 , , PUNCT dad-10726 407 25 is be AUX dad-10726 407 26 0.46 0.46 NUM dad-10726 407 27 and and CCONJ dad-10726 407 28 , , PUNCT dad-10726 407 29 finally finally ADV dad-10726 407 30 , , PUNCT dad-10726 407 31 the the DET dad-10726 407 32 kappa kappa PROPN dad-10726 407 33 coefficient coefficient NOUN dad-10726 407 34 ( ( PUNCT dad-10726 407 35 k)16 k)16 NOUN dad-10726 407 36 is be AUX dad-10726 407 37 0.82 0.82 NUM dad-10726 407 38 , , PUNCT dad-10726 407 39 which which PRON dad-10726 407 40 is be AUX dad-10726 407 41 , , PUNCT dad-10726 407 42 as as SCONJ dad-10726 407 43 considered consider VERB dad-10726 407 44 by by ADP dad-10726 407 45 some some DET dad-10726 407 46 authors author NOUN dad-10726 407 47 an an DET dad-10726 407 48 almost almost ADV dad-10726 407 49 perfect perfect ADJ dad-10726 407 50 agreement agreement NOUN dad-10726 407 51 . . PUNCT dad-10726 408 1 the the DET dad-10726 408 2 guidelines guideline NOUN dad-10726 408 3 for for ADP dad-10726 408 4 this this DET dad-10726 408 5 evaluation evaluation NOUN dad-10726 408 6 were be AUX dad-10726 408 7 set set VERB dad-10726 408 8 ahead ahead ADV dad-10726 408 9 . . PUNCT dad-10726 409 1 our our PRON dad-10726 409 2 main main ADJ dad-10726 409 3 goals goal NOUN dad-10726 409 4 during during ADP dad-10726 409 5 the the DET dad-10726 409 6 definition definition NOUN dad-10726 409 7 of of ADP dad-10726 409 8 the the DET dad-10726 409 9 guidelines guideline NOUN dad-10726 409 10 were be AUX dad-10726 409 11 to to PART dad-10726 409 12 make make VERB dad-10726 409 13 them they PRON dad-10726 409 14 simple simple ADJ dad-10726 409 15 and and CCONJ dad-10726 409 16 intuitive intuitive ADJ dad-10726 409 17 ( ( PUNCT dad-10726 409 18 to to PART dad-10726 409 19 minimize minimize VERB dad-10726 409 20 uncertainty uncertainty NOUN dad-10726 409 21 during during ADP dad-10726 409 22 the the DET dad-10726 409 23 annotation annotation NOUN dad-10726 409 24 process process NOUN dad-10726 409 25 ) ) PUNCT dad-10726 409 26 , , PUNCT dad-10726 409 27 general general ADJ dad-10726 409 28 enough enough ADV dad-10726 409 29 to to PART dad-10726 409 30 be be AUX dad-10726 409 31 used use VERB dad-10726 409 32 in in ADP dad-10726 409 33 other other ADJ dad-10726 409 34 evaluations evaluation NOUN dad-10726 409 35 and and CCONJ dad-10726 409 36 to to PART dad-10726 409 37 allow allow VERB dad-10726 409 38 comparisons comparison NOUN dad-10726 409 39 between between ADP dad-10726 409 40 qg qg PROPN dad-10726 409 41 systems system NOUN dad-10726 409 42 , , PUNCT dad-10726 409 43 but but CCONJ dad-10726 409 44 also also ADV dad-10726 409 45 adapted adapt VERB dad-10726 409 46 to to ADP dad-10726 409 47 the the DET dad-10726 409 48 expected expect VERB dad-10726 409 49 output output NOUN dad-10726 409 50 of of ADP dad-10726 409 51 the the DET dad-10726 409 52 - - PUNCT dad-10726 409 53 mentor mentor NOUN dad-10726 409 54 ( ( PUNCT dad-10726 409 55 for for ADP dad-10726 409 56 example example NOUN dad-10726 409 57 , , PUNCT dad-10726 409 58 given give VERB dad-10726 409 59 that that SCONJ dad-10726 409 60 the the DET dad-10726 409 61 system system NOUN dad-10726 409 62 does do AUX dad-10726 409 63 not not PART dad-10726 409 64 solve solve VERB dad-10726 409 65 anaphora anaphora NOUN dad-10726 409 66 , , PUNCT dad-10726 409 67 it it PRON dad-10726 409 68 generates generate VERB dad-10726 409 69 anaphoric anaphoric ADJ dad-10726 409 70 questions question NOUN dad-10726 409 71 and and CCONJ dad-10726 409 72 in in ADP dad-10726 409 73 those those DET dad-10726 409 74 situations situation NOUN dad-10726 409 75 the the DET dad-10726 409 76 tag tag NOUN dad-10726 409 77 ctxpl ctxpl NOUN dad-10726 409 78 is be AUX dad-10726 409 79 available available ADJ dad-10726 409 80 ) ) PUNCT dad-10726 409 81 . . PUNCT dad-10726 410 1 in in ADP dad-10726 410 2 our our PRON dad-10726 410 3 opinion opinion NOUN dad-10726 410 4 , , PUNCT dad-10726 410 5 these these DET dad-10726 410 6 characteristics characteristic NOUN dad-10726 410 7 of of ADP dad-10726 410 8 the the DET dad-10726 410 9 guidelines guideline NOUN dad-10726 410 10 led lead VERB dad-10726 410 11 to to ADP dad-10726 410 12 the the DET dad-10726 410 13 high high ADJ dad-10726 410 14 agreement agreement NOUN dad-10726 410 15 between between ADP dad-10726 410 16 annotators annotator NOUN dad-10726 410 17 . . PUNCT dad-10726 411 1 also also ADV dad-10726 411 2 , , PUNCT dad-10726 411 3 the the DET dad-10726 411 4 evaluation evaluation NOUN dad-10726 411 5 of of ADP dad-10726 411 6 certain certain ADJ dad-10726 411 7 questions question NOUN dad-10726 411 8 was be AUX dad-10726 411 9 a a DET dad-10726 411 10 straightforward straightforward ADJ dad-10726 411 11 process process NOUN dad-10726 411 12 that that PRON dad-10726 411 13 simply simply ADV dad-10726 411 14 did do AUX dad-10726 411 15 not not PART dad-10726 411 16 raise raise VERB dad-10726 411 17 any any DET dad-10726 411 18 doubts doubt NOUN dad-10726 411 19 : : PUNCT dad-10726 411 20 for for ADP dad-10726 411 21 instance instance NOUN dad-10726 411 22 , , PUNCT dad-10726 411 23 it it PRON dad-10726 411 24 was be AUX dad-10726 411 25 obvious obvious ADJ dad-10726 411 26 to to PART dad-10726 411 27 mark mark VERB dad-10726 411 28 as as ADP dad-10726 411 29 impl impl NOUN dad-10726 411 30 the the DET dad-10726 411 31 question question NOUN dad-10726 411 32 in in ADP dad-10726 411 33 which which PRON dad-10726 411 34 continent continent NOUN dad-10726 411 35 is be AUX dad-10726 411 36 a a DET dad-10726 411 37 drawing drawing NOUN dad-10726 411 38 , , PUNCT dad-10726 411 39 taken take VERB dad-10726 411 40 from from ADP dad-10726 411 41 leonardo leonardo PROPN dad-10726 411 42 ’s ’s PART dad-10726 411 43 earliest early ADJ dad-10726 411 44 known know VERB dad-10726 411 45 dated date VERB dad-10726 411 46 work work NOUN dad-10726 411 47 is be AUX dad-10726 411 48 a a DET dad-10726 411 49 drawing drawing NOUN dad-10726 411 50 in in ADP dad-10726 411 51 pen pen NOUN dad-10726 411 52 and and CCONJ dad-10726 411 53 ink ink NOUN dad-10726 411 54 of of ADP dad-10726 411 55 the the DET dad-10726 411 56 arno arno PROPN dad-10726 411 57 valley valley PROPN dad-10726 411 58 , , PUNCT dad-10726 411 59 drawn draw VERB dad-10726 411 60 on on ADP dad-10726 411 61 august august PROPN dad-10726 411 62 5 5 NUM dad-10726 411 63 , , PUNCT dad-10726 411 64 1473 1473 NUM dad-10726 411 65 . . PUNCT dad-10726 412 1 however however ADV dad-10726 412 2 , , PUNCT dad-10726 412 3 it it PRON dad-10726 412 4 is be AUX dad-10726 412 5 also also ADV dad-10726 412 6 visible visible ADJ dad-10726 412 7 the the DET dad-10726 412 8 different different ADJ dad-10726 412 9 perceptions perception NOUN dad-10726 412 10 about about ADP dad-10726 412 11 the the DET dad-10726 412 12 quality quality NOUN dad-10726 412 13 of of ADP dad-10726 412 14 the the DET dad-10726 412 15 generated generate VERB dad-10726 412 16 questions question NOUN dad-10726 412 17 by by ADP dad-10726 412 18 the the DET dad-10726 412 19 different different ADJ dad-10726 412 20 annotators annotator NOUN dad-10726 412 21 . . PUNCT dad-10726 413 1 whereas whereas SCONJ dad-10726 413 2 one one NUM dad-10726 413 3 annotator annotator NOUN dad-10726 413 4 classified classify VERB dad-10726 413 5 the the DET dad-10726 413 6 question question NOUN dad-10726 413 7 by by ADP dad-10726 413 8 itself itself PRON dad-10726 413 9 and and CCONJ dad-10726 413 10 its its PRON dad-10726 413 11 usefulness usefulness NOUN dad-10726 413 12 when when SCONJ dad-10726 413 13 presented present VERB dad-10726 413 14 alone alone ADV dad-10726 413 15 to to ADP dad-10726 413 16 a a DET dad-10726 413 17 human human ADJ dad-10726 413 18 user user NOUN dad-10726 413 19 , , PUNCT dad-10726 413 20 the the DET dad-10726 413 21 other other ADJ dad-10726 413 22 classified classify VERB dad-10726 413 23 it it PRON dad-10726 413 24 taking take VERB dad-10726 413 25 in in ADP dad-10726 413 26 consideration consideration NOUN dad-10726 413 27 the the DET dad-10726 413 28 entire entire ADJ dad-10726 413 29 task task NOUN dad-10726 413 30 of of ADP dad-10726 413 31 qg qg PROPN dad-10726 413 32 : : PUNCT dad-10726 413 33 for for ADP dad-10726 413 34 instance instance NOUN dad-10726 413 35 , , PUNCT dad-10726 413 36 despite despite SCONJ dad-10726 413 37 the the DET dad-10726 413 38 lexical lexical ADJ dad-10726 413 39 , , PUNCT dad-10726 413 40 syntactic syntactic ADJ dad-10726 413 41 and and CCONJ dad-10726 413 42 semantic semantic ADJ dad-10726 413 43 correction correction NOUN dad-10726 413 44 of of ADP dad-10726 413 45 the the DET dad-10726 413 46 generated generate VERB dad-10726 413 47 question question NOUN dad-10726 413 48 , , PUNCT dad-10726 413 49 if if SCONJ dad-10726 413 50 the the DET dad-10726 413 51 answer answer NOUN dad-10726 413 52 can can AUX dad-10726 413 53 not not PART dad-10726 413 54 be be AUX dad-10726 413 55 found find VERB dad-10726 413 56 in in ADP dad-10726 413 57 the the DET dad-10726 413 58 supporting support VERB dad-10726 413 59 sentence sentence NOUN dad-10726 413 60 , , PUNCT dad-10726 413 61 the the DET dad-10726 413 62 annotator annotator NOUN dad-10726 413 63 marked mark VERB dad-10726 413 64 it it PRON dad-10726 413 65 as as ADP dad-10726 413 66 implausible implausible ADJ dad-10726 413 67 . . PUNCT dad-10726 414 1 6 6 X dad-10726 414 2 . . X dad-10726 414 3 conclusions conclusion NOUN dad-10726 414 4 and and CCONJ dad-10726 414 5 future future ADJ dad-10726 414 6 work work NOUN dad-10726 414 7 we we PRON dad-10726 414 8 described describe VERB dad-10726 414 9 the the DET dad-10726 414 10 qg qg PROPN dad-10726 414 11 task task NOUN dad-10726 414 12 as as SCONJ dad-10726 414 13 performed perform VERB dad-10726 414 14 by by ADP dad-10726 414 15 the the DET dad-10726 414 16 - - PUNCT dad-10726 414 17 mentor mentor NOUN dad-10726 414 18 , , PUNCT dad-10726 414 19 a a DET dad-10726 414 20 platform platform NOUN dad-10726 414 21 that that PRON dad-10726 414 22 automatically automatically ADV dad-10726 414 23 generates generate VERB dad-10726 414 24 multiple multiple ADJ dad-10726 414 25 - - PUNCT dad-10726 414 26 choice choice NOUN dad-10726 414 27 tests test NOUN dad-10726 414 28 . . PUNCT dad-10726 415 1 the the DET dad-10726 415 2 - - PUNCT dad-10726 415 3 mentor mentor NOUN dad-10726 415 4 takes take VERB dad-10726 415 5 as as ADP dad-10726 415 6 input input NOUN dad-10726 415 7 a a DET dad-10726 415 8 set set NOUN dad-10726 415 9 of of ADP dad-10726 415 10 q q NOUN dad-10726 415 11 / / SYM dad-10726 415 12 a a DET dad-10726 415 13 pairs pair NOUN dad-10726 415 14 , , PUNCT dad-10726 415 15 constructs construct VERB dad-10726 415 16 seeds seed NOUN dad-10726 415 17 and and CCONJ dad-10726 415 18 learns learn VERB dad-10726 415 19 lexico lexico NOUN dad-10726 415 20 - - PUNCT dad-10726 415 21 syntactic syntactic ADJ dad-10726 415 22 patterns pattern NOUN dad-10726 415 23 from from ADP dad-10726 415 24 these these DET dad-10726 415 25 seeds seed NOUN dad-10726 415 26 . . PUNCT dad-10726 416 1 three three NUM dad-10726 416 2 types type NOUN dad-10726 416 3 of of ADP dad-10726 416 4 patterns pattern NOUN dad-10726 416 5 are be AUX dad-10726 416 6 possible possible ADJ dad-10726 416 7 : : PUNCT dad-10726 416 8 strong strong ADJ dad-10726 416 9 , , PUNCT dad-10726 416 10 inflected inflected ADJ dad-10726 416 11 and and CCONJ dad-10726 416 12 weak weak ADJ dad-10726 416 13 patterns pattern NOUN dad-10726 416 14 . . PUNCT dad-10726 417 1 the the DET dad-10726 417 2 first first ADJ dad-10726 417 3 type type NOUN dad-10726 417 4 imposes impose VERB dad-10726 417 5 more more ADJ dad-10726 417 6 constraints constraint NOUN dad-10726 417 7 , , PUNCT dad-10726 417 8 since since SCONJ dad-10726 417 9 the the DET dad-10726 417 10 seed seed NOUN dad-10726 417 11 elements element NOUN dad-10726 417 12 need need VERB dad-10726 417 13 to to PART dad-10726 417 14 be be AUX dad-10726 417 15 present present ADJ dad-10726 417 16 in in ADP dad-10726 417 17 the the DET dad-10726 417 18 learned learn VERB dad-10726 417 19 patterns pattern NOUN dad-10726 417 20 ; ; PUNCT dad-10726 417 21 the the DET dad-10726 417 22 second second NOUN dad-10726 417 23 adds add VERB dad-10726 417 24 some some DET dad-10726 417 25 flexibility flexibility NOUN dad-10726 417 26 , , PUNCT dad-10726 417 27 allowing allow VERB dad-10726 417 28 seeds seed NOUN dad-10726 417 29 and and CCONJ dad-10726 417 30 patterns pattern NOUN dad-10726 417 31 not not PART dad-10726 417 32 to to PART dad-10726 417 33 agree agree VERB dad-10726 417 34 in in ADP dad-10726 417 35 the the DET dad-10726 417 36 verb verb NOUN dad-10726 417 37 forms form NOUN dad-10726 417 38 ; ; PUNCT dad-10726 417 39 the the DET dad-10726 417 40 third third ADJ dad-10726 417 41 only only ADV dad-10726 417 42 imposes impose VERB dad-10726 417 43 noun noun NOUN dad-10726 417 44 - - PUNCT dad-10726 417 45 phrases phrase NOUN dad-10726 417 46 from from ADP dad-10726 417 47 the the DET dad-10726 417 48 seeds seed NOUN dad-10726 417 49 to to PART dad-10726 417 50 be be AUX dad-10726 417 51 present present ADJ dad-10726 417 52 in in ADP dad-10726 417 53 the the DET dad-10726 417 54 patterns pattern NOUN dad-10726 417 55 . . PUNCT dad-10726 418 1 these these DET dad-10726 418 2 patterns pattern NOUN dad-10726 418 3 are be AUX dad-10726 418 4 used use VERB dad-10726 418 5 to to PART dad-10726 418 6 generate generate VERB dad-10726 418 7 questions question NOUN dad-10726 418 8 , , PUNCT dad-10726 418 9 being be AUX dad-10726 418 10 given give VERB dad-10726 418 11 a a DET dad-10726 418 12 text text NOUN dad-10726 418 13 as as ADP dad-10726 418 14 input input NOUN dad-10726 418 15 . . PUNCT dad-10726 419 1 the the DET dad-10726 419 2 filters filter NOUN dad-10726 419 3 applied apply VERB dad-10726 419 4 both both PRON dad-10726 419 5 to to ADP dad-10726 419 6 the the DET dad-10726 419 7 learned learn VERB dad-10726 419 8 patterns pattern NOUN dad-10726 419 9 and and CCONJ dad-10726 419 10 to to ADP dad-10726 419 11 the the DET dad-10726 419 12 generated generate VERB dad-10726 419 13 questions question NOUN dad-10726 419 14 were be AUX dad-10726 419 15 also also ADV dad-10726 419 16 described describe VERB dad-10726 419 17 . . PUNCT dad-10726 420 1 moreover moreover ADV dad-10726 420 2 , , PUNCT dad-10726 420 3 16 16 NUM dad-10726 420 4 . . PUNCT dad-10726 421 1 k k X dad-10726 421 2 = = PUNCT dad-10726 421 3 ( ( PUNCT dad-10726 421 4 pr(a)-pr(e))/(1 pr(a)-pr(e))/(1 NOUN dad-10726 421 5 - - PUNCT dad-10726 421 6 pr(e pr(e NUM dad-10726 421 7 ) ) PUNCT dad-10726 421 8 ) ) PUNCT dad-10726 421 9 . . PUNCT dad-10726 422 1 170 170 NUM dad-10726 422 2 question question NOUN dad-10726 422 3 generation generation NOUN dad-10726 422 4 with with ADP dad-10726 422 5 the the DET dad-10726 422 6 - - PUNCT dad-10726 422 7 mentor mentor NOUN dad-10726 422 8 we we PRON dad-10726 422 9 have have AUX dad-10726 422 10 evaluated evaluate VERB dad-10726 422 11 the the DET dad-10726 422 12 - - PUNCT dad-10726 422 13 mentor mentor NOUN dad-10726 422 14 on on ADP dad-10726 422 15 the the DET dad-10726 422 16 qgstec qgstec ADJ dad-10726 422 17 2010 2010 NUM dad-10726 422 18 corpus corpu NOUN dad-10726 422 19 , , PUNCT dad-10726 422 20 as as ADV dad-10726 422 21 well well ADV dad-10726 422 22 as as ADP dad-10726 422 23 on on ADP dad-10726 422 24 a a DET dad-10726 422 25 wikipedia wikipedia PROPN dad-10726 422 26 page page NOUN dad-10726 422 27 . . PUNCT dad-10726 423 1 results result NOUN dad-10726 423 2 show show VERB dad-10726 423 3 that that SCONJ dad-10726 423 4 : : PUNCT dad-10726 423 5 • • X dad-10726 423 6 there there PRON dad-10726 423 7 is be VERB dad-10726 423 8 a a DET dad-10726 423 9 linear linear ADJ dad-10726 423 10 relation relation NOUN dad-10726 423 11 between between ADP dad-10726 423 12 the the DET dad-10726 423 13 number number NOUN dad-10726 423 14 of of ADP dad-10726 423 15 seeds seed NOUN dad-10726 423 16 with with ADP dad-10726 423 17 a a DET dad-10726 423 18 certain certain ADJ dad-10726 423 19 category category NOUN dad-10726 423 20 and and CCONJ dad-10726 423 21 the the DET dad-10726 423 22 number number NOUN dad-10726 423 23 of of ADP dad-10726 423 24 resulting result VERB dad-10726 423 25 patterns pattern NOUN dad-10726 423 26 , , PUNCT dad-10726 423 27 although although SCONJ dad-10726 423 28 there there PRON dad-10726 423 29 are be VERB dad-10726 423 30 exceptions exception NOUN dad-10726 423 31 ; ; PUNCT dad-10726 423 32 • • NOUN dad-10726 423 33 only only ADV dad-10726 423 34 questions question NOUN dad-10726 423 35 with with ADP dad-10726 423 36 a a DET dad-10726 423 37 large large ADJ dad-10726 423 38 amount amount NOUN dad-10726 423 39 of of ADP dad-10726 423 40 patterns pattern NOUN dad-10726 423 41 contribute contribute VERB dad-10726 423 42 to to ADP dad-10726 423 43 a a DET dad-10726 423 44 successful successful ADJ dad-10726 423 45 qg qg NOUN dad-10726 423 46 ; ; PUNCT dad-10726 423 47 • • NUM dad-10726 423 48 questions question NOUN dad-10726 423 49 with with ADP dad-10726 423 50 coarse coarse NOUN dad-10726 423 51 - - PUNCT dad-10726 423 52 grained grain VERB dad-10726 423 53 categories category NOUN dad-10726 423 54 mostly mostly ADV dad-10726 423 55 generate generate VERB dad-10726 423 56 implausible implausible ADJ dad-10726 423 57 questions question NOUN dad-10726 423 58 ; ; PUNCT dad-10726 423 59 • • NUM dad-10726 423 60 weak weak ADJ dad-10726 423 61 patterns pattern NOUN dad-10726 423 62 over over ADP dad-10726 423 63 - - PUNCT dad-10726 423 64 generate generate VERB dad-10726 423 65 implausible implausible ADJ dad-10726 423 66 questions question NOUN dad-10726 423 67 ; ; PUNCT dad-10726 423 68 • • NUM dad-10726 423 69 the the DET dad-10726 423 70 percentage percentage NOUN dad-10726 423 71 of of ADP dad-10726 423 72 successfully successfully ADV dad-10726 423 73 generated generate VERB dad-10726 423 74 questions question NOUN dad-10726 423 75 is be AUX dad-10726 423 76 between between ADP dad-10726 423 77 24 24 NUM dad-10726 423 78 % % NOUN dad-10726 423 79 and and CCONJ dad-10726 423 80 30 30 NUM dad-10726 423 81 % % NOUN dad-10726 423 82 , , PUNCT dad-10726 423 83 if if SCONJ dad-10726 423 84 weak weak ADJ dad-10726 423 85 patterns pattern NOUN dad-10726 423 86 are be AUX dad-10726 423 87 ignored ignore VERB dad-10726 423 88 ; ; PUNCT dad-10726 423 89 • • ADP dad-10726 423 90 simulating simulate VERB dad-10726 423 91 the the DET dad-10726 423 92 evaluation evaluation NOUN dad-10726 423 93 of of ADP dad-10726 423 94 the the DET dad-10726 423 95 - - PUNCT dad-10726 423 96 mentor mentor NOUN dad-10726 423 97 with with ADP dad-10726 423 98 the the DET dad-10726 423 99 qgstec qgstec ADJ dad-10726 423 100 2010 2010 NUM dad-10726 423 101 test test NOUN dad-10726 423 102 set set NOUN dad-10726 423 103 , , PUNCT dad-10726 423 104 we we PRON dad-10726 423 105 managed manage VERB dad-10726 423 106 to to PART dad-10726 423 107 obtain obtain VERB dad-10726 423 108 average average ADJ dad-10726 423 109 results result NOUN dad-10726 423 110 in in ADP dad-10726 423 111 what what PRON dad-10726 423 112 concerns concern NOUN dad-10726 423 113 relevance relevance NOUN dad-10726 423 114 , , PUNCT dad-10726 423 115 syntactic syntactic ADJ dad-10726 423 116 correctness correctness NOUN dad-10726 423 117 and and CCONJ dad-10726 423 118 fluency fluency NOUN dad-10726 423 119 , , PUNCT dad-10726 423 120 and and CCONJ dad-10726 423 121 ambiguity ambiguity NOUN dad-10726 423 122 , , PUNCT dad-10726 423 123 but but CCONJ dad-10726 423 124 the the DET dad-10726 423 125 - - PUNCT dad-10726 423 126 mentor mentor NOUN dad-10726 423 127 generates generate VERB dad-10726 423 128 significantly significantly ADV dad-10726 423 129 fewer few ADJ dad-10726 423 130 questions question NOUN dad-10726 423 131 than than ADP dad-10726 423 132 the the DET dad-10726 423 133 other other ADJ dad-10726 423 134 systems system NOUN dad-10726 423 135 . . PUNCT dad-10726 424 1 there there PRON dad-10726 424 2 is be VERB dad-10726 424 3 still still ADV dad-10726 424 4 plenty plenty NOUN dad-10726 424 5 of of ADP dad-10726 424 6 room room NOUN dad-10726 424 7 for for ADP dad-10726 424 8 improvement improvement NOUN dad-10726 424 9 in in ADP dad-10726 424 10 the the DET dad-10726 424 11 - - PUNCT dad-10726 424 12 mentor mentor NOUN dad-10726 424 13 . . PUNCT dad-10726 425 1 however however ADV dad-10726 425 2 , , PUNCT dad-10726 425 3 there there PRON dad-10726 425 4 are be VERB dad-10726 425 5 two two NUM dad-10726 425 6 points point NOUN dad-10726 425 7 worth worth ADJ dad-10726 425 8 mentioning mention VERB dad-10726 425 9 regarding regard VERB dad-10726 425 10 the the DET dad-10726 425 11 achieved achieve VERB dad-10726 425 12 results result NOUN dad-10726 425 13 . . PUNCT dad-10726 426 1 on on ADP dad-10726 426 2 one one NUM dad-10726 426 3 hand hand NOUN dad-10726 426 4 , , PUNCT dad-10726 426 5 some some DET dad-10726 426 6 questions question NOUN dad-10726 426 7 were be AUX dad-10726 426 8 marked mark VERB dad-10726 426 9 as as ADP dad-10726 426 10 impl impl NOUN dad-10726 426 11 but but CCONJ dad-10726 426 12 could could AUX dad-10726 426 13 be be AUX dad-10726 426 14 easily easily ADV dad-10726 426 15 converted convert VERB dad-10726 426 16 to to ADP dad-10726 426 17 pl pl NOUN dad-10726 426 18 questions question NOUN dad-10726 426 19 : : PUNCT dad-10726 426 20 for for ADP dad-10726 426 21 instance instance NOUN dad-10726 426 22 , , PUNCT dad-10726 426 23 the the DET dad-10726 426 24 question question NOUN dad-10726 426 25 who who PRON dad-10726 426 26 is be AUX dad-10726 426 27 linux linux PROPN dad-10726 426 28 ? ? PUNCT dad-10726 427 1 could could AUX dad-10726 427 2 be be AUX dad-10726 427 3 transformed transform VERB dad-10726 427 4 into into ADP dad-10726 427 5 what what PRON dad-10726 427 6 is be AUX dad-10726 427 7 linux linux NOUN dad-10726 427 8 ? ? PUNCT dad-10726 427 9 . . PUNCT dad-10726 428 1 on on ADP dad-10726 428 2 the the DET dad-10726 428 3 other other ADJ dad-10726 428 4 hand hand NOUN dad-10726 428 5 , , PUNCT dad-10726 428 6 some some DET dad-10726 428 7 questions question NOUN dad-10726 428 8 were be AUX dad-10726 428 9 marked mark VERB dad-10726 428 10 as as ADP dad-10726 428 11 impl impl NOUN dad-10726 428 12 uniquely uniquely ADV dad-10726 428 13 because because SCONJ dad-10726 428 14 the the DET dad-10726 428 15 answer answer NOUN dad-10726 428 16 did do AUX dad-10726 428 17 not not PART dad-10726 428 18 appear appear VERB dad-10726 428 19 in in ADP dad-10726 428 20 the the DET dad-10726 428 21 sentence sentence NOUN dad-10726 428 22 that that PRON dad-10726 428 23 originated originate VERB dad-10726 428 24 them they PRON dad-10726 428 25 ( ( PUNCT dad-10726 428 26 for for ADP dad-10726 428 27 instance instance NOUN dad-10726 428 28 who who PRON dad-10726 428 29 invented invent VERB dad-10726 428 30 the the DET dad-10726 428 31 hubble hubble ADJ dad-10726 428 32 space space NOUN dad-10726 428 33 telescope telescope NOUN dad-10726 428 34 ? ? PUNCT dad-10726 428 35 ) ) PUNCT dad-10726 428 36 . . PUNCT dad-10726 429 1 however however ADV dad-10726 429 2 , , PUNCT dad-10726 429 3 it it PRON dad-10726 429 4 could could AUX dad-10726 429 5 be be AUX dad-10726 429 6 worth worth ADJ dad-10726 429 7 presenting present VERB dad-10726 429 8 such such ADJ dad-10726 429 9 questions question NOUN dad-10726 429 10 to to ADP dad-10726 429 11 the the DET dad-10726 429 12 user user NOUN dad-10726 429 13 of of ADP dad-10726 429 14 the the DET dad-10726 429 15 - - PUNCT dad-10726 429 16 mentor mentor NOUN dad-10726 429 17 , , PUNCT dad-10726 429 18 depending depend VERB dad-10726 429 19 on on ADP dad-10726 429 20 the the DET dad-10726 429 21 application application NOUN dad-10726 429 22 goal goal NOUN dad-10726 429 23 ( ( PUNCT dad-10726 429 24 for for ADP dad-10726 429 25 instance instance NOUN dad-10726 429 26 , , PUNCT dad-10726 429 27 if if SCONJ dad-10726 429 28 the the DET dad-10726 429 29 - - PUNCT dad-10726 429 30 mentor mentor NOUN dad-10726 429 31 is be AUX dad-10726 429 32 used use VERB dad-10726 429 33 to to PART dad-10726 429 34 help help VERB dad-10726 429 35 a a DET dad-10726 429 36 tutor tutor NOUN dad-10726 429 37 on on ADP dad-10726 429 38 the the DET dad-10726 429 39 creation creation NOUN dad-10726 429 40 of of ADP dad-10726 429 41 tests test NOUN dad-10726 429 42 ) ) PUNCT dad-10726 429 43 . . PUNCT dad-10726 430 1 in in ADP dad-10726 430 2 this this DET dad-10726 430 3 case case NOUN dad-10726 430 4 , , PUNCT dad-10726 430 5 the the DET dad-10726 430 6 judgement judgement NOUN dad-10726 430 7 of of ADP dad-10726 430 8 the the DET dad-10726 430 9 correctness correctness NOUN dad-10726 430 10 of of ADP dad-10726 430 11 the the DET dad-10726 430 12 user user NOUN dad-10726 430 13 ’s ’s PART dad-10726 430 14 answer answer NOUN dad-10726 430 15 has have VERB dad-10726 430 16 to to PART dad-10726 430 17 be be AUX dad-10726 430 18 done do VERB dad-10726 430 19 by by ADP dad-10726 430 20 other other ADJ dad-10726 430 21 means mean NOUN dad-10726 430 22 , , PUNCT dad-10726 430 23 either either CCONJ dad-10726 430 24 by by ADP dad-10726 430 25 a a DET dad-10726 430 26 human human ADJ dad-10726 430 27 evaluator evaluator NOUN dad-10726 430 28 ( ( PUNCT dad-10726 430 29 e.g. e.g. ADV dad-10726 430 30 , , PUNCT dad-10726 430 31 the the DET dad-10726 430 32 tutor tutor NOUN dad-10726 430 33 ) ) PUNCT dad-10726 430 34 or or CCONJ dad-10726 430 35 by by ADP dad-10726 430 36 using use VERB dad-10726 430 37 other other ADJ dad-10726 430 38 strategies strategy NOUN dad-10726 430 39 . . PUNCT dad-10726 431 1 regarding regard VERB dad-10726 431 2 future future ADJ dad-10726 431 3 work work NOUN dad-10726 431 4 directions direction NOUN dad-10726 431 5 , , PUNCT dad-10726 431 6 we we PRON dad-10726 431 7 have have AUX dad-10726 431 8 identified identify VERB dad-10726 431 9 a a DET dad-10726 431 10 set set NOUN dad-10726 431 11 of of ADP dad-10726 431 12 research research NOUN dad-10726 431 13 points point NOUN dad-10726 431 14 that that PRON dad-10726 431 15 will will AUX dad-10726 431 16 be be AUX dad-10726 431 17 the the DET dad-10726 431 18 target target NOUN dad-10726 431 19 of of ADP dad-10726 431 20 our our PRON dad-10726 431 21 next next ADJ dad-10726 431 22 efforts effort NOUN dad-10726 431 23 , , PUNCT dad-10726 431 24 namely namely ADV dad-10726 431 25 : : PUNCT dad-10726 431 26 • • NUM dad-10726 431 27 given give VERB dad-10726 431 28 the the DET dad-10726 431 29 co co NOUN dad-10726 431 30 - - NOUN dad-10726 431 31 references reference NOUN dad-10726 431 32 that that PRON dad-10726 431 33 usually usually ADV dad-10726 431 34 appear appear VERB dad-10726 431 35 in in ADP dad-10726 431 36 a a DET dad-10726 431 37 text text NOUN dad-10726 431 38 which which PRON dad-10726 431 39 , , PUNCT dad-10726 431 40 in in ADP dad-10726 431 41 addition addition NOUN dad-10726 431 42 to to ADP dad-10726 431 43 complex complex ADJ dad-10726 431 44 syntactic syntactic ADJ dad-10726 431 45 constructions construction NOUN dad-10726 431 46 , , PUNCT dad-10726 431 47 make make VERB dad-10726 431 48 it it PRON dad-10726 431 49 harder hard ADJ dad-10726 431 50 to to PART dad-10726 431 51 process process VERB dad-10726 431 52 , , PUNCT dad-10726 431 53 we we PRON dad-10726 431 54 intend intend VERB dad-10726 431 55 to to PART dad-10726 431 56 follow follow VERB dad-10726 431 57 the the DET dad-10726 431 58 approaches approach NOUN dad-10726 431 59 of of ADP dad-10726 431 60 heilman heilman PROPN dad-10726 431 61 and and CCONJ dad-10726 431 62 smith smith PROPN dad-10726 431 63 ( ( PUNCT dad-10726 431 64 2010 2010 NUM dad-10726 431 65 ) ) PUNCT dad-10726 431 66 and and CCONJ dad-10726 431 67 kalady kalady PROPN dad-10726 431 68 et et PROPN dad-10726 431 69 al al PROPN dad-10726 431 70 . . PROPN dad-10726 432 1 ( ( PUNCT dad-10726 432 2 2010 2010 NUM dad-10726 432 3 ) ) PUNCT dad-10726 432 4 and and CCONJ dad-10726 432 5 pre pre NOUN dad-10726 432 6 - - NOUN dad-10726 432 7 process process NOUN dad-10726 432 8 the the DET dad-10726 432 9 texts text NOUN dad-10726 432 10 used use VERB dad-10726 432 11 to to PART dad-10726 432 12 learn learn VERB dad-10726 432 13 patterns pattern NOUN dad-10726 432 14 and and CCONJ dad-10726 432 15 generate generate VERB dad-10726 432 16 the the DET dad-10726 432 17 question question NOUN dad-10726 432 18 / / SYM dad-10726 432 19 answer answer NOUN dad-10726 432 20 pairs pair NOUN dad-10726 432 21 . . PUNCT dad-10726 433 1 with with ADP dad-10726 433 2 this this PRON dad-10726 433 3 , , PUNCT dad-10726 433 4 we we PRON dad-10726 433 5 hope hope VERB dad-10726 433 6 to to PART dad-10726 433 7 obtain obtain VERB dad-10726 433 8 more more ADV dad-10726 433 9 plausible plausible ADJ dad-10726 433 10 questions question NOUN dad-10726 433 11 . . PUNCT dad-10726 434 1 • • NUM dad-10726 434 2 one one NUM dad-10726 434 3 of of ADP dad-10726 434 4 the the DET dad-10726 434 5 main main ADJ dad-10726 434 6 causes cause NOUN dad-10726 434 7 for for ADP dad-10726 434 8 obtaining obtain VERB dad-10726 434 9 such such DET dad-10726 434 10 an an DET dad-10726 434 11 amount amount NOUN dad-10726 434 12 of of ADP dad-10726 434 13 implausible implausible ADJ dad-10726 434 14 questions question NOUN dad-10726 434 15 is be AUX dad-10726 434 16 the the DET dad-10726 434 17 use use NOUN dad-10726 434 18 of of ADP dad-10726 434 19 a a DET dad-10726 434 20 coarse coarse ADV dad-10726 434 21 - - PUNCT dad-10726 434 22 grained grain VERB dad-10726 434 23 question question NOUN dad-10726 434 24 classification classification NOUN dad-10726 434 25 . . PUNCT dad-10726 435 1 we we PRON dad-10726 435 2 have have AUX dad-10726 435 3 seen see VERB dad-10726 435 4 that that SCONJ dad-10726 435 5 questions question NOUN dad-10726 435 6 classified classify VERB dad-10726 435 7 as as ADP dad-10726 435 8 location location NOUN dad-10726 435 9 : : PUNCT dad-10726 435 10 other other ADJ dad-10726 435 11 originate originate VERB dad-10726 435 12 a a DET dad-10726 435 13 large large ADJ dad-10726 435 14 number number NOUN dad-10726 435 15 of of ADP dad-10726 435 16 implausible implausible ADJ dad-10726 435 17 questions question NOUN dad-10726 435 18 , , PUNCT dad-10726 435 19 which which PRON dad-10726 435 20 is be AUX dad-10726 435 21 not not PART dad-10726 435 22 the the DET dad-10726 435 23 case case NOUN dad-10726 435 24 of of ADP dad-10726 435 25 questions question NOUN dad-10726 435 26 classified classify VERB dad-10726 435 27 as as ADP dad-10726 435 28 location location NOUN dad-10726 435 29 : : PUNCT dad-10726 435 30 country country NOUN dad-10726 435 31 or or CCONJ dad-10726 435 32 location location NOUN dad-10726 435 33 : : PUNCT dad-10726 435 34 city city NOUN dad-10726 435 35 . . PUNCT dad-10726 436 1 thus thus ADV dad-10726 436 2 , , PUNCT dad-10726 436 3 this this DET dad-10726 436 4 taxonomy taxonomy NOUN dad-10726 436 5 needs need VERB dad-10726 436 6 to to PART dad-10726 436 7 be be AUX dad-10726 436 8 altered alter VERB dad-10726 436 9 and and CCONJ dad-10726 436 10 enriched enrich VERB dad-10726 436 11 with with ADP dad-10726 436 12 more more ADV dad-10726 436 13 fine fine ADV dad-10726 436 14 - - PUNCT dad-10726 436 15 grained grain VERB dad-10726 436 16 categories category NOUN dad-10726 436 17 . . PUNCT dad-10726 437 1 • • INTJ dad-10726 437 2 we we PRON dad-10726 437 3 will will AUX dad-10726 437 4 also also ADV dad-10726 437 5 add add VERB dad-10726 437 6 more more ADJ dad-10726 437 7 questions question NOUN dad-10726 437 8 to to ADP dad-10726 437 9 certain certain ADJ dad-10726 437 10 categories category NOUN dad-10726 437 11 and and CCONJ dad-10726 437 12 see see VERB dad-10726 437 13 if if SCONJ dad-10726 437 14 this this DET dad-10726 437 15 extra extra ADJ dad-10726 437 16 set set NOUN dad-10726 437 17 can can AUX dad-10726 437 18 lead lead VERB dad-10726 437 19 to to ADP dad-10726 437 20 plausible plausible ADJ dad-10726 437 21 questions question NOUN dad-10726 437 22 of of ADP dad-10726 437 23 that that DET dad-10726 437 24 category category NOUN dad-10726 437 25 . . PUNCT dad-10726 438 1 • • INTJ dad-10726 438 2 we we PRON dad-10726 438 3 will will AUX dad-10726 438 4 move move VERB dad-10726 438 5 from from ADP dad-10726 438 6 factoid factoid NOUN dad-10726 438 7 to to ADP dad-10726 438 8 definition definition NOUN dad-10726 438 9 questions question NOUN dad-10726 438 10 , , PUNCT dad-10726 438 11 although although SCONJ dad-10726 438 12 this this PRON dad-10726 438 13 will will AUX dad-10726 438 14 probably probably ADV dad-10726 438 15 led lead VERB dad-10726 438 16 us we PRON dad-10726 438 17 to to ADP dad-10726 438 18 different different ADJ dad-10726 438 19 strategies strategy NOUN dad-10726 438 20 . . PUNCT dad-10726 439 1 171 171 NUM dad-10726 439 2 curto curto NOUN dad-10726 439 3 , , PUNCT dad-10726 439 4 mendes mende NOUN dad-10726 439 5 and and CCONJ dad-10726 439 6 coheur coheur NUM dad-10726 439 7 • • CCONJ dad-10726 439 8 the the DET dad-10726 439 9 learning learning NOUN dad-10726 439 10 process process NOUN dad-10726 439 11 can can AUX dad-10726 439 12 become become VERB dad-10726 439 13 more more ADV dad-10726 439 14 flexible flexible ADJ dad-10726 439 15 if if SCONJ dad-10726 439 16 we we PRON dad-10726 439 17 allow allow VERB dad-10726 439 18 the the DET dad-10726 439 19 use use NOUN dad-10726 439 20 of of ADP dad-10726 439 21 synonyms synonym NOUN dad-10726 439 22 in in ADP dad-10726 439 23 the the DET dad-10726 439 24 queries query NOUN dad-10726 439 25 submitted submit VERB dad-10726 439 26 to to ADP dad-10726 439 27 the the DET dad-10726 439 28 search search NOUN dad-10726 439 29 engine engine NOUN dad-10726 439 30 . . PUNCT dad-10726 440 1 in in ADP dad-10726 440 2 fact fact NOUN dad-10726 440 3 , , PUNCT dad-10726 440 4 by by ADP dad-10726 440 5 allowing allow VERB dad-10726 440 6 different different ADJ dad-10726 440 7 verb verb NOUN dad-10726 440 8 forms form NOUN dad-10726 440 9 we we PRON dad-10726 440 10 have have AUX dad-10726 440 11 created create VERB dad-10726 440 12 the the DET dad-10726 440 13 inflected inflected ADJ dad-10726 440 14 patterns pattern NOUN dad-10726 440 15 that that PRON dad-10726 440 16 have have AUX dad-10726 440 17 significantly significantly ADV dad-10726 440 18 contributed contribute VERB dad-10726 440 19 to to ADP dad-10726 440 20 the the DET dad-10726 440 21 qg qg PROPN dad-10726 440 22 of of ADP dad-10726 440 23 plausible plausible ADJ dad-10726 440 24 questions question NOUN dad-10726 440 25 . . PUNCT dad-10726 441 1 thus thus ADV dad-10726 441 2 , , PUNCT dad-10726 441 3 a a DET dad-10726 441 4 next next ADJ dad-10726 441 5 step step NOUN dad-10726 441 6 will will AUX dad-10726 441 7 be be AUX dad-10726 441 8 to to PART dad-10726 441 9 expand expand VERB dad-10726 441 10 queries query NOUN dad-10726 441 11 during during ADP dad-10726 441 12 the the DET dad-10726 441 13 learning learning NOUN dad-10726 441 14 process process NOUN dad-10726 441 15 . . PUNCT dad-10726 442 1 • • ADP dad-10726 442 2 still still ADV dad-10726 442 3 considering consider VERB dad-10726 442 4 the the DET dad-10726 442 5 learning learning NOUN dad-10726 442 6 process process NOUN dad-10726 442 7 , , PUNCT dad-10726 442 8 the the DET dad-10726 442 9 validation validation NOUN dad-10726 442 10 step step NOUN dad-10726 442 11 needs need VERB dad-10726 442 12 to to PART dad-10726 442 13 be be AUX dad-10726 442 14 revised revise VERB dad-10726 442 15 , , PUNCT dad-10726 442 16 as as SCONJ dad-10726 442 17 some some PRON dad-10726 442 18 of of ADP dad-10726 442 19 the the DET dad-10726 442 20 patterns pattern NOUN dad-10726 442 21 that that PRON dad-10726 442 22 are be AUX dad-10726 442 23 considered consider VERB dad-10726 442 24 to to PART dad-10726 442 25 be be AUX dad-10726 442 26 too too ADV dad-10726 442 27 specific specific ADJ dad-10726 442 28 , , PUNCT dad-10726 442 29 could could AUX dad-10726 442 30 be be AUX dad-10726 442 31 a a DET dad-10726 442 32 good good ADJ dad-10726 442 33 source source NOUN dad-10726 442 34 of of ADP dad-10726 442 35 questions question NOUN dad-10726 442 36 . . PUNCT dad-10726 443 1 for for ADP dad-10726 443 2 instance instance NOUN dad-10726 443 3 , , PUNCT dad-10726 443 4 a a DET dad-10726 443 5 sentence sentence NOUN dad-10726 443 6 such such ADJ dad-10726 443 7 as as ADP dad-10726 443 8 the the DET dad-10726 443 9 statue statue NOUN dad-10726 443 10 of of ADP dad-10726 443 11 david david PROPN dad-10726 443 12 was be AUX dad-10726 443 13 sculpted sculpt VERB dad-10726 443 14 around around ADP dad-10726 443 15 1504 1504 NUM dad-10726 443 16 by by ADP dad-10726 443 17 michelangelo michelangelo NOUN dad-10726 443 18 will will AUX dad-10726 443 19 never never ADV dad-10726 443 20 originate originate VERB dad-10726 443 21 a a DET dad-10726 443 22 pattern pattern NOUN dad-10726 443 23 to to ADP dad-10726 443 24 a a DET dad-10726 443 25 question question NOUN dad-10726 443 26 such such ADJ dad-10726 443 27 as as ADP dad-10726 443 28 who who PRON dad-10726 443 29 sculpted sculpt VERB dad-10726 443 30 the the DET dad-10726 443 31 statue statue NOUN dad-10726 443 32 of of ADP dad-10726 443 33 david david PROPN dad-10726 443 34 ? ? PUNCT dad-10726 444 1 because because SCONJ dad-10726 444 2 of of ADP dad-10726 444 3 the the DET dad-10726 444 4 specificity specificity NOUN dad-10726 444 5 of of ADP dad-10726 444 6 the the DET dad-10726 444 7 appearing appearing ADJ dad-10726 444 8 date date NOUN dad-10726 444 9 . . PUNCT dad-10726 445 1 however however ADV dad-10726 445 2 , , PUNCT dad-10726 445 3 if if SCONJ dad-10726 445 4 we we PRON dad-10726 445 5 are be AUX dad-10726 445 6 able able ADJ dad-10726 445 7 to to PART dad-10726 445 8 tag tag VERB dad-10726 445 9 1504 1504 NUM dad-10726 445 10 as as ADP dad-10726 445 11 a a DET dad-10726 445 12 date date NOUN dad-10726 445 13 , , PUNCT dad-10726 445 14 that that DET dad-10726 445 15 sentence sentence NOUN dad-10726 445 16 could could AUX dad-10726 445 17 originate originate VERB dad-10726 445 18 a a DET dad-10726 445 19 pattern pattern NOUN dad-10726 445 20 , , PUNCT dad-10726 445 21 that that PRON dad-10726 445 22 would would AUX dad-10726 445 23 be be AUX dad-10726 445 24 able able ADJ dad-10726 445 25 to to PART dad-10726 445 26 trigger trigger VERB dad-10726 445 27 questions question NOUN dad-10726 445 28 from from ADP dad-10726 445 29 sentences sentence NOUN dad-10726 445 30 like like ADP dad-10726 445 31 mount mount PROPN dad-10726 445 32 rushmore rushmore PROPN dad-10726 445 33 national national PROPN dad-10726 445 34 memorial memorial NOUN dad-10726 445 35 was be AUX dad-10726 445 36 sculpted sculpt VERB dad-10726 445 37 around around ADP dad-10726 445 38 1935 1935 NUM dad-10726 445 39 by by ADP dad-10726 445 40 gutzon gutzon NOUN dad-10726 445 41 borglum borglum PROPN dad-10726 445 42 . . PUNCT dad-10726 446 1 that that PRON dad-10726 446 2 is be AUX dad-10726 446 3 , , PUNCT dad-10726 446 4 not not PART dad-10726 446 5 only only ADV dad-10726 446 6 syntactic syntactic ADJ dad-10726 446 7 categories category NOUN dad-10726 446 8 and and CCONJ dad-10726 446 9 tokens token NOUN dad-10726 446 10 will will AUX dad-10726 446 11 be be AUX dad-10726 446 12 taken take VERB dad-10726 446 13 into into ADP dad-10726 446 14 account account NOUN dad-10726 446 15 in in ADP dad-10726 446 16 the the DET dad-10726 446 17 pattern pattern NOUN dad-10726 446 18 learning learn VERB dad-10726 446 19 process process NOUN dad-10726 446 20 , , PUNCT dad-10726 446 21 but but CCONJ dad-10726 446 22 named name VERB dad-10726 446 23 entities entity NOUN dad-10726 446 24 should should AUX dad-10726 446 25 also also ADV dad-10726 446 26 be be AUX dad-10726 446 27 considered consider VERB dad-10726 446 28 . . PUNCT dad-10726 447 1 • • INTJ dad-10726 447 2 we we PRON dad-10726 447 3 will will AUX dad-10726 447 4 also also ADV dad-10726 447 5 follow follow VERB dad-10726 447 6 heilman heilman PROPN dad-10726 447 7 and and CCONJ dad-10726 447 8 smith smith PROPN dad-10726 447 9 ( ( PUNCT dad-10726 447 10 2009 2009 NUM dad-10726 447 11 ) ) PUNCT dad-10726 447 12 ideas idea NOUN dad-10726 447 13 and and CCONJ dad-10726 447 14 re re NOUN dad-10726 447 15 - - VERB dad-10726 447 16 rank rank VERB dad-10726 447 17 our our PRON dad-10726 447 18 questions question NOUN dad-10726 447 19 . . PUNCT dad-10726 448 1 in in ADP dad-10726 448 2 fact fact NOUN dad-10726 448 3 , , PUNCT dad-10726 448 4 even even ADV dad-10726 448 5 if if SCONJ dad-10726 448 6 we we PRON dad-10726 448 7 consider consider VERB dad-10726 448 8 the the DET dad-10726 448 9 hypothesis hypothesis NOUN dad-10726 448 10 of of ADP dad-10726 448 11 presenting present VERB dad-10726 448 12 a a DET dad-10726 448 13 user user NOUN dad-10726 448 14 with with ADP dad-10726 448 15 100 100 NUM dad-10726 448 16 questions question NOUN dad-10726 448 17 from from ADP dad-10726 448 18 which which PRON dad-10726 448 19 80 80 NUM dad-10726 448 20 are be AUX dad-10726 448 21 implausible implausible ADJ dad-10726 448 22 , , PUNCT dad-10726 448 23 it it PRON dad-10726 448 24 is be AUX dad-10726 448 25 better well ADJ dad-10726 448 26 to to PART dad-10726 448 27 have have VERB dad-10726 448 28 the the DET dad-10726 448 29 most most ADV dad-10726 448 30 probable probable ADJ dad-10726 448 31 plausible plausible ADJ dad-10726 448 32 questions question NOUN dad-10726 448 33 in in ADP dad-10726 448 34 the the DET dad-10726 448 35 first first ADJ dad-10726 448 36 positions position NOUN dad-10726 448 37 . . PUNCT dad-10726 449 1 • • NUM dad-10726 449 2 finally finally ADV dad-10726 449 3 , , PUNCT dad-10726 449 4 we we PRON dad-10726 449 5 are be AUX dad-10726 449 6 currently currently ADV dad-10726 449 7 porting port VERB dad-10726 449 8 the the DET dad-10726 449 9 - - PUNCT dad-10726 449 10 mentor mentor NOUN dad-10726 449 11 to to PART dad-10726 449 12 portuguese portuguese VERB dad-10726 449 13 and and CCONJ dad-10726 449 14 analysing analyse VERB dad-10726 449 15 the the DET dad-10726 449 16 possibility possibility NOUN dad-10726 449 17 of of ADP dad-10726 449 18 using use VERB dad-10726 449 19 dependency dependency NOUN dad-10726 449 20 grammars grammar NOUN dad-10726 449 21 , , PUNCT dad-10726 449 22 as as SCONJ dad-10726 449 23 they they PRON dad-10726 449 24 will will AUX dad-10726 449 25 allow allow VERB dad-10726 449 26 the the DET dad-10726 449 27 relation relation NOUN dad-10726 449 28 of of ADP dad-10726 449 29 long long ADJ dad-10726 449 30 distance distance NOUN dad-10726 449 31 constituents constituent NOUN dad-10726 449 32 . . PUNCT dad-10726 450 1 acknowledgments acknowledgment NOUN dad-10726 450 2 this this DET dad-10726 450 3 work work NOUN dad-10726 450 4 was be AUX dad-10726 450 5 supported support VERB dad-10726 450 6 by by ADP dad-10726 450 7 fct fct NOUN dad-10726 450 8 ( ( PUNCT dad-10726 450 9 inesc inesc NOUN dad-10726 450 10 - - PUNCT dad-10726 450 11 id id PRON dad-10726 450 12 multiannual multiannual ADJ dad-10726 450 13 funding funding NOUN dad-10726 450 14 ) ) PUNCT dad-10726 450 15 through through ADP dad-10726 450 16 the the DET dad-10726 450 17 piddac piddac PROPN dad-10726 450 18 program program NOUN dad-10726 450 19 funds fund NOUN dad-10726 450 20 , , PUNCT dad-10726 450 21 and and CCONJ dad-10726 450 22 also also ADV dad-10726 450 23 through through ADP dad-10726 450 24 the the DET dad-10726 450 25 project project NOUN dad-10726 450 26 falacomigo falacomigo NOUN dad-10726 450 27 ( ( PUNCT dad-10726 450 28 projectovii projectovii VERB dad-10726 450 29 em em PRON dad-10726 450 30 co co NOUN dad-10726 450 31 - - VERB dad-10726 450 32 promoção promoção ADJ dad-10726 450 33 , , PUNCT dad-10726 450 34 qren qren NOUN dad-10726 450 35 n n PROPN dad-10726 450 36 13449 13449 NUM dad-10726 450 37 ) ) PUNCT dad-10726 450 38 that that PRON dad-10726 450 39 supports support VERB dad-10726 450 40 sérgio sérgio ADP dad-10726 450 41 curto curto NOUN dad-10726 450 42 ’s ’s PART dad-10726 450 43 fellowship fellowship NOUN dad-10726 450 44 . . PUNCT dad-10726 451 1 ana ana PROPN dad-10726 451 2 cristina cristina PROPN dad-10726 451 3 mendes mende NOUN dad-10726 451 4 is be AUX dad-10726 451 5 supported support VERB dad-10726 451 6 by by ADP dad-10726 451 7 a a DET dad-10726 451 8 phd phd NOUN dad-10726 451 9 fellowship fellowship NOUN dad-10726 451 10 from from ADP dad-10726 451 11 fundação fundação ADJ dad-10726 451 12 para para NOUN dad-10726 451 13 a a DET dad-10726 451 14 ciência ciência NOUN dad-10726 451 15 e e X dad-10726 451 16 a a DET dad-10726 451 17 tecnologia tecnologia NOUN dad-10726 451 18 ( ( PUNCT dad-10726 451 19 sfrh sfrh NOUN dad-10726 451 20 / / SYM dad-10726 451 21 bd/43487/2008 bd/43487/2008 NOUN dad-10726 451 22 ) ) PUNCT dad-10726 451 23 . . PUNCT dad-10726 452 1 references reference NOUN dad-10726 452 2 elizabeth elizabeth PROPN dad-10726 452 3 s. s. PROPN dad-10726 452 4 adams adams PROPN dad-10726 452 5 , , PUNCT dad-10726 452 6 linda linda PROPN dad-10726 452 7 carswell carswell PROPN dad-10726 452 8 , , PUNCT dad-10726 452 9 amruth amruth PROPN dad-10726 452 10 kumar kumar PROPN dad-10726 452 11 , , PUNCT dad-10726 452 12 jeanine jeanine PROPN dad-10726 452 13 meyer meyer PROPN dad-10726 452 14 , , PUNCT dad-10726 452 15 ainslie ainslie PROPN dad-10726 452 16 ellis ellis PROPN dad-10726 452 17 , , PUNCT dad-10726 452 18 patrick patrick PROPN dad-10726 452 19 hall hall PROPN dad-10726 452 20 , , PUNCT dad-10726 452 21 and and CCONJ dad-10726 452 22 john john PROPN dad-10726 452 23 motil motil PROPN dad-10726 452 24 . . PUNCT dad-10726 453 1 interactive interactive ADJ dad-10726 453 2 multimedia multimedia NOUN dad-10726 453 3 pedagogies pedagogy NOUN dad-10726 453 4 : : PUNCT dad-10726 453 5 report report NOUN dad-10726 453 6 of of ADP dad-10726 453 7 the the DET dad-10726 453 8 working work VERB dad-10726 453 9 group group NOUN dad-10726 453 10 on on ADP dad-10726 453 11 interactive interactive ADJ dad-10726 453 12 multimedia multimedia NOUN dad-10726 453 13 pedagogy pedagogy NOUN dad-10726 453 14 . . PUNCT dad-10726 454 1 sigcse sigcse PROPN dad-10726 454 2 bull bull PROPN dad-10726 454 3 . . PUNCT dad-10726 454 4 , , PUNCT dad-10726 455 1 28(si):182–191 28(si):182–191 INTJ dad-10726 455 2 , , PUNCT dad-10726 455 3 1996 1996 NUM dad-10726 455 4 . . PUNCT dad-10726 456 1 lee lee PROPN dad-10726 456 2 becker becker PROPN dad-10726 456 3 , , PUNCT dad-10726 456 4 rodney rodney PROPN dad-10726 456 5 d. d. PROPN dad-10726 456 6 nielsen nielsen PROPN dad-10726 456 7 , , PUNCT dad-10726 456 8 and and CCONJ dad-10726 456 9 wayne wayne PROPN dad-10726 456 10 h. h. PROPN dad-10726 456 11 ward ward PROPN dad-10726 456 12 . . PUNCT dad-10726 457 1 what what PRON dad-10726 457 2 a a DET dad-10726 457 3 pilot pilot NOUN dad-10726 457 4 study study NOUN dad-10726 457 5 says say VERB dad-10726 457 6 about about ADP dad-10726 457 7 running run VERB dad-10726 457 8 a a DET dad-10726 457 9 question question NOUN dad-10726 457 10 generation generation NOUN dad-10726 457 11 challenge challenge NOUN dad-10726 457 12 . . PUNCT dad-10726 458 1 in in ADP dad-10726 458 2 the the DET dad-10726 458 3 2nd 2nd ADJ dad-10726 458 4 workshop workshop NOUN dad-10726 458 5 on on ADP dad-10726 458 6 question question NOUN dad-10726 458 7 generation generation NOUN dad-10726 458 8 , , PUNCT dad-10726 458 9 2009 2009 NUM dad-10726 458 10 . . PUNCT dad-10726 458 11 niels niels PROPN dad-10726 458 12 ole ole PROPN dad-10726 458 13 bernsen bernsen PROPN dad-10726 458 14 and and CCONJ dad-10726 458 15 laila laila NOUN dad-10726 458 16 dybkjær dybkjær PROPN dad-10726 458 17 . . PUNCT dad-10726 459 1 domain domain NOUN dad-10726 459 2 - - PUNCT dad-10726 459 3 oriented orient VERB dad-10726 459 4 conversation conversation NOUN dad-10726 459 5 with with ADP dad-10726 459 6 h.c h.c PROPN dad-10726 459 7 . . PROPN dad-10726 459 8 andersen andersen PROPN dad-10726 459 9 . . PROPN dad-10726 460 1 in in ADP dad-10726 460 2 proc proc NOUN dad-10726 460 3 . . PUNCT dad-10726 461 1 workshop workshop NOUN dad-10726 461 2 on on ADP dad-10726 461 3 affective affective ADJ dad-10726 461 4 dialogue dialogue NOUN dad-10726 461 5 systems system NOUN dad-10726 461 6 , , PUNCT dad-10726 461 7 pages page NOUN dad-10726 461 8 142–153 142–153 NUM dad-10726 461 9 . . PUNCT dad-10726 461 10 springer springer NOUN dad-10726 461 11 , , PUNCT dad-10726 461 12 2004 2004 NUM dad-10726 461 13 . . PUNCT dad-10726 462 1 phil phil PROPN dad-10726 462 2 blunsom blunsom PROPN dad-10726 462 3 , , PUNCT dad-10726 462 4 krystle krystle PROPN dad-10726 462 5 kocik kocik PROPN dad-10726 462 6 , , PUNCT dad-10726 462 7 and and CCONJ dad-10726 462 8 james james PROPN dad-10726 462 9 r. r. PROPN dad-10726 462 10 curran curran PROPN dad-10726 462 11 . . PUNCT dad-10726 463 1 question question NOUN dad-10726 463 2 classification classification NOUN dad-10726 463 3 with with ADP dad-10726 463 4 log log NOUN dad-10726 463 5 - - PUNCT dad-10726 463 6 linear linear NOUN dad-10726 463 7 models model NOUN dad-10726 463 8 . . PUNCT dad-10726 464 1 in in ADP dad-10726 464 2 proc proc NOUN dad-10726 464 3 . . PUNCT dad-10726 465 1 29th 29th ADJ dad-10726 465 2 annual annual ADJ dad-10726 465 3 international international ADJ dad-10726 465 4 acm acm PROPN dad-10726 465 5 sigir sigir PROPN dad-10726 465 6 conference conference PROPN dad-10726 465 7 on on ADP dad-10726 465 8 research research NOUN dad-10726 465 9 and and CCONJ dad-10726 465 10 development development NOUN dad-10726 465 11 in in ADP dad-10726 465 12 information information NOUN dad-10726 465 13 retrieval retrieval NOUN dad-10726 465 14 ( ( PUNCT dad-10726 465 15 sigir sigir PROPN dad-10726 465 16 ’ ' PUNCT dad-10726 465 17 06 06 NUM dad-10726 465 18 ) ) PUNCT dad-10726 465 19 , , PUNCT dad-10726 465 20 pages page VERB dad-10726 465 21 615–616 615–616 NUM dad-10726 465 22 . . PUNCT dad-10726 465 23 acm acm PROPN dad-10726 465 24 , , PUNCT dad-10726 465 25 2006 2006 NUM dad-10726 465 26 . . PUNCT dad-10726 466 1 kristy kristy PROPN dad-10726 466 2 elizabeth elizabeth PROPN dad-10726 466 3 boyer boyer PROPN dad-10726 466 4 , , PUNCT dad-10726 466 5 william william PROPN dad-10726 466 6 lahti lahti PROPN dad-10726 466 7 , , PUNCT dad-10726 466 8 robert robert PROPN dad-10726 466 9 phillips phillips PROPN dad-10726 466 10 , , PUNCT dad-10726 466 11 michael michael PROPN dad-10726 466 12 wallis wallis PROPN dad-10726 466 13 , , PUNCT dad-10726 466 14 mladen mladen PROPN dad-10726 466 15 vouk vouk PROPN dad-10726 466 16 , , PUNCT dad-10726 466 17 and and CCONJ dad-10726 466 18 james james PROPN dad-10726 466 19 lester lester PROPN dad-10726 466 20 . . PUNCT dad-10726 467 1 an an DET dad-10726 467 2 empirically empirically ADV dad-10726 467 3 derived derive VERB dad-10726 467 4 question question NOUN dad-10726 467 5 taxonomy taxonomy NOUN dad-10726 467 6 for for ADP dad-10726 467 7 task task NOUN dad-10726 467 8 oriented orient VERB dad-10726 467 9 tutorial tutorial ADJ dad-10726 467 10 dialogue dialogue NOUN dad-10726 467 11 . . PUNCT dad-10726 468 1 in in ADP dad-10726 468 2 the the DET dad-10726 468 3 2nd 2nd ADJ dad-10726 468 4 workshop workshop NOUN dad-10726 468 5 on on ADP dad-10726 468 6 question question NOUN dad-10726 468 7 generation generation NOUN dad-10726 468 8 , , PUNCT dad-10726 468 9 2009 2009 NUM dad-10726 468 10 . . PUNCT dad-10726 469 1 172 172 NUM dad-10726 469 2 question question NOUN dad-10726 469 3 generation generation NOUN dad-10726 469 4 with with ADP dad-10726 469 5 the the DET dad-10726 469 6 - - PUNCT dad-10726 469 7 mentor mentor NOUN dad-10726 469 8 eric eric PROPN dad-10726 469 9 brill brill PROPN dad-10726 469 10 , , PUNCT dad-10726 469 11 susan susan PROPN dad-10726 469 12 dumais dumais PROPN dad-10726 469 13 , , PUNCT dad-10726 469 14 and and CCONJ dad-10726 469 15 michele michele PROPN dad-10726 469 16 banko banko PROPN dad-10726 469 17 . . PUNCT dad-10726 470 1 an an DET dad-10726 470 2 analysis analysis NOUN dad-10726 470 3 of of ADP dad-10726 470 4 the the DET dad-10726 470 5 askmsr askmsr NOUN dad-10726 470 6 question question NOUN dad-10726 470 7 - - PUNCT dad-10726 470 8 answering answer VERB dad-10726 470 9 system system NOUN dad-10726 470 10 . . PUNCT dad-10726 471 1 in in ADP dad-10726 471 2 proc proc PROPN dad-10726 471 3 . . PUNCT dad-10726 472 1 acl-02 acl-02 PROPN dad-10726 472 2 conference conference NOUN dad-10726 472 3 on on ADP dad-10726 472 4 empirical empirical ADJ dad-10726 472 5 methods method NOUN dad-10726 472 6 in in ADP dad-10726 472 7 natural natural ADJ dad-10726 472 8 language language NOUN dad-10726 472 9 processing processing NOUN dad-10726 472 10 , , PUNCT dad-10726 472 11 emnlp emnlp VERB dad-10726 472 12 ’ ' PUNCT dad-10726 472 13 02 02 NUM dad-10726 472 14 , , PUNCT dad-10726 472 15 pages page NOUN dad-10726 472 16 257–264 257–264 NUM dad-10726 472 17 . . PUNCT dad-10726 473 1 association association NOUN dad-10726 473 2 for for ADP dad-10726 473 3 computational computational ADJ dad-10726 473 4 linguistics linguistic NOUN dad-10726 473 5 , , PUNCT dad-10726 473 6 2002 2002 NUM dad-10726 473 7 . . PUNCT dad-10726 474 1 wei wei PROPN dad-10726 474 2 chen chen PROPN dad-10726 474 3 , , PUNCT dad-10726 474 4 gregory gregory PROPN dad-10726 474 5 aist aist PROPN dad-10726 474 6 , , PUNCT dad-10726 474 7 , , PUNCT dad-10726 474 8 and and CCONJ dad-10726 474 9 jack jack PROPN dad-10726 474 10 mostow mostow PROPN dad-10726 474 11 . . PUNCT dad-10726 475 1 generating generate VERB dad-10726 475 2 questions question NOUN dad-10726 475 3 automatically automatically ADV dad-10726 475 4 from from ADP dad-10726 475 5 informational informational ADJ dad-10726 475 6 text text NOUN dad-10726 475 7 . . PUNCT dad-10726 476 1 in in ADP dad-10726 476 2 the the DET dad-10726 476 3 2nd 2nd ADJ dad-10726 476 4 workshop workshop NOUN dad-10726 476 5 on on ADP dad-10726 476 6 question question NOUN dad-10726 476 7 generation generation NOUN dad-10726 476 8 , , PUNCT dad-10726 476 9 2009 2009 NUM dad-10726 476 10 . . PUNCT dad-10726 477 1 jacob jacob PROPN dad-10726 477 2 cohen cohen PROPN dad-10726 477 3 . . PUNCT dad-10726 478 1 a a DET dad-10726 478 2 coefficient coefficient NOUN dad-10726 478 3 of of ADP dad-10726 478 4 agreement agreement NOUN dad-10726 478 5 for for ADP dad-10726 478 6 nominal nominal ADJ dad-10726 478 7 scales scale NOUN dad-10726 478 8 . . PUNCT dad-10726 479 1 educational educational ADJ dad-10726 479 2 and and CCONJ dad-10726 479 3 psychological psychological ADJ dad-10726 479 4 measurement measurement NOUN dad-10726 479 5 , , PUNCT dad-10726 479 6 20(1):37 20(1):37 NUM dad-10726 479 7 , , PUNCT dad-10726 479 8 1960 1960 NUM dad-10726 479 9 . . PUNCT dad-10726 480 1 christiane christiane PROPN dad-10726 480 2 fellbaum fellbaum PROPN dad-10726 480 3 , , PUNCT dad-10726 480 4 editor editor NOUN dad-10726 480 5 . . PUNCT dad-10726 481 1 wordnet wordnet NOUN dad-10726 481 2 : : PUNCT dad-10726 481 3 an an DET dad-10726 481 4 electronic electronic ADJ dad-10726 481 5 lexical lexical ADJ dad-10726 481 6 database database NOUN dad-10726 481 7 . . PUNCT dad-10726 482 1 mit mit PROPN dad-10726 482 2 press press PROPN dad-10726 482 3 , , PUNCT dad-10726 482 4 1998 1998 NUM dad-10726 482 5 . . PUNCT dad-10726 483 1 alejandro alejandro PROPN dad-10726 483 2 g. g. PROPN dad-10726 483 3 figueroa figueroa PROPN dad-10726 483 4 and and CCONJ dad-10726 483 5 günter günter PROPN dad-10726 483 6 neumann neumann PROPN dad-10726 483 7 . . PUNCT dad-10726 484 1 genetic genetic ADJ dad-10726 484 2 algorithms algorithm NOUN dad-10726 484 3 for for ADP dad-10726 484 4 data data NOUN dad-10726 484 5 - - PUNCT dad-10726 484 6 driven drive VERB dad-10726 484 7 web web NOUN dad-10726 484 8 question question NOUN dad-10726 484 9 answering answering NOUN dad-10726 484 10 . . PUNCT dad-10726 485 1 evol evol NOUN dad-10726 485 2 . . PUNCT dad-10726 486 1 comput comput NOUN dad-10726 486 2 . . PUNCT dad-10726 486 3 , , PUNCT dad-10726 486 4 16(1):89–125 16(1):89–125 NUM dad-10726 486 5 , , PUNCT dad-10726 486 6 2008 2008 NUM dad-10726 486 7 . . PUNCT dad-10726 487 1 corina corina PROPN dad-10726 487 2 forăscu forăscu PROPN dad-10726 487 3 and and CCONJ dad-10726 487 4 iuliana iuliana PROPN dad-10726 487 5 drăghici drăghici ADJ dad-10726 487 6 . . PUNCT dad-10726 488 1 question question NOUN dad-10726 488 2 generation generation NOUN dad-10726 488 3 : : PUNCT dad-10726 488 4 taxonomies taxonomy NOUN dad-10726 488 5 and and CCONJ dad-10726 488 6 data datum NOUN dad-10726 488 7 . . PUNCT dad-10726 489 1 in in ADP dad-10726 489 2 the the DET dad-10726 489 3 2nd 2nd ADJ dad-10726 489 4 workshop workshop NOUN dad-10726 489 5 on on ADP dad-10726 489 6 question question NOUN dad-10726 489 7 generation generation NOUN dad-10726 489 8 , , PUNCT dad-10726 489 9 2009 2009 NUM dad-10726 489 10 . . PUNCT dad-10726 490 1 michael michael PROPN dad-10726 490 2 heilman heilman PROPN dad-10726 490 3 and and CCONJ dad-10726 490 4 noah noah PROPN dad-10726 490 5 smith smith PROPN dad-10726 490 6 . . PUNCT dad-10726 491 1 ranking rank VERB dad-10726 491 2 automatically automatically ADV dad-10726 491 3 generated generate VERB dad-10726 491 4 questions question NOUN dad-10726 491 5 as as ADP dad-10726 491 6 a a DET dad-10726 491 7 shared share VERB dad-10726 491 8 task task NOUN dad-10726 491 9 . . PUNCT dad-10726 492 1 in in ADP dad-10726 492 2 the the DET dad-10726 492 3 2nd 2nd ADJ dad-10726 492 4 workshop workshop NOUN dad-10726 492 5 on on ADP dad-10726 492 6 question question NOUN dad-10726 492 7 generation generation NOUN dad-10726 492 8 , , PUNCT dad-10726 492 9 2009 2009 NUM dad-10726 492 10 . . PUNCT dad-10726 493 1 michael michael PROPN dad-10726 493 2 heilman heilman PROPN dad-10726 493 3 and and CCONJ dad-10726 493 4 noah noah PROPN dad-10726 493 5 smith smith PROPN dad-10726 493 6 . . PUNCT dad-10726 494 1 extracting extract VERB dad-10726 494 2 simplified simplified ADJ dad-10726 494 3 statements statement NOUN dad-10726 494 4 for for ADP dad-10726 494 5 factual factual ADJ dad-10726 494 6 question question NOUN dad-10726 494 7 generation generation NOUN dad-10726 494 8 . . PUNCT dad-10726 495 1 in in ADP dad-10726 495 2 the the DET dad-10726 495 3 3rd 3rd ADJ dad-10726 495 4 workshop workshop NOUN dad-10726 495 5 on on ADP dad-10726 495 6 question question NOUN dad-10726 495 7 generation generation NOUN dad-10726 495 8 , , PUNCT dad-10726 495 9 2010 2010 NUM dad-10726 495 10 . . PUNCT dad-10726 496 1 zhiheng zhiheng PROPN dad-10726 496 2 huang huang PROPN dad-10726 496 3 , , PUNCT dad-10726 496 4 marcus marcus PROPN dad-10726 496 5 thint thint NOUN dad-10726 496 6 , , PUNCT dad-10726 496 7 and and CCONJ dad-10726 496 8 zengchang zengchang PROPN dad-10726 496 9 qin qin PROPN dad-10726 496 10 . . PUNCT dad-10726 497 1 question question NOUN dad-10726 497 2 classification classification NOUN dad-10726 497 3 using use VERB dad-10726 497 4 head head NOUN dad-10726 497 5 words word NOUN dad-10726 497 6 and and CCONJ dad-10726 497 7 their their PRON dad-10726 497 8 hypernyms hypernym NOUN dad-10726 497 9 . . PUNCT dad-10726 498 1 in in ADP dad-10726 498 2 proc proc NOUN dad-10726 498 3 . . PUNCT dad-10726 499 1 conference conference NOUN dad-10726 499 2 on on ADP dad-10726 499 3 empirical empirical ADJ dad-10726 499 4 methods method NOUN dad-10726 499 5 in in ADP dad-10726 499 6 natural natural ADJ dad-10726 499 7 language language NOUN dad-10726 499 8 processing processing NOUN dad-10726 499 9 , , PUNCT dad-10726 499 10 pages page NOUN dad-10726 499 11 927–936 927–936 NUM dad-10726 499 12 , , PUNCT dad-10726 499 13 2008 2008 NUM dad-10726 499 14 . . PUNCT dad-10726 500 1 kateryna kateryna PROPN dad-10726 500 2 ignatova ignatova PROPN dad-10726 500 3 , , PUNCT dad-10726 500 4 delphine delphine PROPN dad-10726 500 5 bernhard bernhard PROPN dad-10726 500 6 , , PUNCT dad-10726 500 7 and and CCONJ dad-10726 500 8 iryna iryna NOUN dad-10726 500 9 gurevych gurevych NOUN dad-10726 500 10 . . PUNCT dad-10726 501 1 generating generate VERB dad-10726 501 2 high high ADJ dad-10726 501 3 quality quality NOUN dad-10726 501 4 questions question NOUN dad-10726 501 5 from from ADP dad-10726 501 6 low low ADJ dad-10726 501 7 quality quality NOUN dad-10726 501 8 questions question NOUN dad-10726 501 9 . . PUNCT dad-10726 502 1 in in ADP dad-10726 502 2 proc proc NOUN dad-10726 502 3 . . PUNCT dad-10726 503 1 workshop workshop NOUN dad-10726 503 2 on on ADP dad-10726 503 3 the the DET dad-10726 503 4 question question NOUN dad-10726 503 5 generation generation NOUN dad-10726 503 6 shared share VERB dad-10726 503 7 task task NOUN dad-10726 503 8 and and CCONJ dad-10726 503 9 evaluation evaluation NOUN dad-10726 503 10 challenge challenge NOUN dad-10726 503 11 , , PUNCT dad-10726 503 12 2008 2008 NUM dad-10726 503 13 . . PUNCT dad-10726 504 1 john john PROPN dad-10726 504 2 judge judge PROPN dad-10726 504 3 , , PUNCT dad-10726 504 4 aoife aoife PROPN dad-10726 504 5 cahill cahill PROPN dad-10726 504 6 , , PUNCT dad-10726 504 7 and and CCONJ dad-10726 504 8 josef josef PROPN dad-10726 504 9 van van PROPN dad-10726 504 10 genabith genabith PROPN dad-10726 504 11 . . PUNCT dad-10726 505 1 questionbank questionbank PROPN dad-10726 505 2 : : PUNCT dad-10726 505 3 creating create VERB dad-10726 505 4 a a DET dad-10726 505 5 corpus corpus NOUN dad-10726 505 6 of of ADP dad-10726 505 7 parseannotated parseannotate VERB dad-10726 505 8 questions question NOUN dad-10726 505 9 . . PUNCT dad-10726 506 1 in in ADP dad-10726 506 2 proc proc PROPN dad-10726 506 3 . . PUNCT dad-10726 507 1 21st 21st ADJ dad-10726 507 2 international international ADJ dad-10726 507 3 conference conference NOUN dad-10726 507 4 on on ADP dad-10726 507 5 computational computational ADJ dad-10726 507 6 linguistics linguistic NOUN dad-10726 507 7 and and CCONJ dad-10726 507 8 the the DET dad-10726 507 9 44th 44th ADJ dad-10726 507 10 annual annual ADJ dad-10726 507 11 meeting meeting NOUN dad-10726 507 12 of of ADP dad-10726 507 13 the the DET dad-10726 507 14 association association NOUN dad-10726 507 15 for for ADP dad-10726 507 16 computational computational ADJ dad-10726 507 17 linguistics linguistic NOUN dad-10726 507 18 ( ( PUNCT dad-10726 507 19 acl-44 acl-44 PROPN dad-10726 507 20 ) ) PUNCT dad-10726 507 21 , , PUNCT dad-10726 507 22 pages page NOUN dad-10726 507 23 497 497 NUM dad-10726 507 24 – – PUNCT dad-10726 507 25 504 504 NUM dad-10726 507 26 . . PUNCT dad-10726 508 1 association association NOUN dad-10726 508 2 for for ADP dad-10726 508 3 computational computational ADJ dad-10726 508 4 linguistics linguistic NOUN dad-10726 508 5 , , PUNCT dad-10726 508 6 2006 2006 NUM dad-10726 508 7 . . PUNCT dad-10726 509 1 saidalavi saidalavi VERB dad-10726 509 2 kalady kalady PROPN dad-10726 509 3 , , PUNCT dad-10726 509 4 ajeesh ajeesh PROPN dad-10726 509 5 elikkottil elikkottil PROPN dad-10726 509 6 , , PUNCT dad-10726 509 7 and and CCONJ dad-10726 509 8 rajarshi rajarshi PROPN dad-10726 509 9 das das PROPN dad-10726 509 10 . . PROPN dad-10726 509 11 natural natural ADJ dad-10726 509 12 language language NOUN dad-10726 509 13 question question NOUN dad-10726 509 14 generation generation NOUN dad-10726 509 15 using use VERB dad-10726 509 16 syntax syntax NOUN dad-10726 509 17 and and CCONJ dad-10726 509 18 keywords keyword NOUN dad-10726 509 19 . . PUNCT dad-10726 510 1 in in ADP dad-10726 510 2 the the DET dad-10726 510 3 3rd 3rd ADJ dad-10726 510 4 workshop workshop NOUN dad-10726 510 5 on on ADP dad-10726 510 6 question question NOUN dad-10726 510 7 generation generation NOUN dad-10726 510 8 , , PUNCT dad-10726 510 9 2010 2010 NUM dad-10726 510 10 . . PUNCT dad-10726 511 1 nikiforos nikiforos PROPN dad-10726 511 2 karamanis karamanis PROPN dad-10726 511 3 , , PUNCT dad-10726 511 4 le le X dad-10726 511 5 an an DET dad-10726 511 6 ha ha INTJ dad-10726 511 7 , , PUNCT dad-10726 511 8 and and CCONJ dad-10726 511 9 ruslan ruslan PROPN dad-10726 511 10 mitkov mitkov PROPN dad-10726 511 11 . . PUNCT dad-10726 512 1 generating generate VERB dad-10726 512 2 multiple multiple ADJ dad-10726 512 3 - - PUNCT dad-10726 512 4 choice choice NOUN dad-10726 512 5 test test NOUN dad-10726 512 6 items item NOUN dad-10726 512 7 from from ADP dad-10726 512 8 medical medical ADJ dad-10726 512 9 text text NOUN dad-10726 512 10 : : PUNCT dad-10726 512 11 a a DET dad-10726 512 12 pilot pilot NOUN dad-10726 512 13 study study NOUN dad-10726 512 14 . . PUNCT dad-10726 513 1 in in ADP dad-10726 513 2 proc proc PROPN dad-10726 513 3 . . PUNCT dad-10726 514 1 fourth fourth ADJ dad-10726 514 2 international international ADJ dad-10726 514 3 natural natural ADJ dad-10726 514 4 language language NOUN dad-10726 514 5 generation generation NOUN dad-10726 514 6 conference conference NOUN dad-10726 514 7 ( ( PUNCT dad-10726 514 8 inlg inlg PROPN dad-10726 514 9 ’ ' PUNCT dad-10726 514 10 06 06 NUM dad-10726 514 11 ) ) PUNCT dad-10726 514 12 , , PUNCT dad-10726 514 13 pages page VERB dad-10726 514 14 111–113 111–113 NUM dad-10726 514 15 . . PUNCT dad-10726 515 1 association association NOUN dad-10726 515 2 for for ADP dad-10726 515 3 computational computational ADJ dad-10726 515 4 linguistics linguistic NOUN dad-10726 515 5 , , PUNCT dad-10726 515 6 2006 2006 NUM dad-10726 515 7 . . PUNCT dad-10726 516 1 stefan stefan PROPN dad-10726 516 2 kopp kopp PROPN dad-10726 516 3 , , PUNCT dad-10726 516 4 lars lars PROPN dad-10726 516 5 gesellensetter gesellensetter PROPN dad-10726 516 6 , , PUNCT dad-10726 516 7 nicole nicole PROPN dad-10726 516 8 krämer krämer NOUN dad-10726 516 9 , , PUNCT dad-10726 516 10 and and CCONJ dad-10726 516 11 ipke ipke NOUN dad-10726 516 12 wachsmuth wachsmuth PROPN dad-10726 516 13 . . PUNCT dad-10726 517 1 a a DET dad-10726 517 2 conversational conversational ADJ dad-10726 517 3 agent agent NOUN dad-10726 517 4 as as ADP dad-10726 517 5 museum museum NOUN dad-10726 517 6 guide guide NOUN dad-10726 517 7 : : PUNCT dad-10726 517 8 design design NOUN dad-10726 517 9 and and CCONJ dad-10726 517 10 evaluation evaluation NOUN dad-10726 517 11 of of ADP dad-10726 517 12 a a DET dad-10726 517 13 real real ADJ dad-10726 517 14 - - PUNCT dad-10726 517 15 world world NOUN dad-10726 517 16 application application NOUN dad-10726 517 17 . . PUNCT dad-10726 518 1 in in ADP dad-10726 518 2 proc proc NOUN dad-10726 518 3 . . PUNCT dad-10726 519 1 5th 5th ADJ dad-10726 519 2 international international ADJ dad-10726 519 3 working work VERB dad-10726 519 4 conference conference NOUN dad-10726 519 5 on on ADP dad-10726 519 6 intelligent intelligent ADJ dad-10726 519 7 virtual virtual ADJ dad-10726 519 8 agents agent NOUN dad-10726 519 9 , , PUNCT dad-10726 519 10 pages page NOUN dad-10726 519 11 329–343 329–343 NUM dad-10726 519 12 , , PUNCT dad-10726 519 13 2005 2005 NUM dad-10726 519 14 . . PUNCT dad-10726 520 1 anton anton NOUN dad-10726 520 2 leuski leuski PROPN dad-10726 520 3 , , PUNCT dad-10726 520 4 ronakkumar ronakkumar PROPN dad-10726 520 5 patel patel PROPN dad-10726 520 6 , , PUNCT dad-10726 520 7 and and CCONJ dad-10726 520 8 david david PROPN dad-10726 520 9 traum traum PROPN dad-10726 520 10 . . PUNCT dad-10726 521 1 building build VERB dad-10726 521 2 effective effective ADJ dad-10726 521 3 question question NOUN dad-10726 521 4 answering answer VERB dad-10726 521 5 characters character NOUN dad-10726 521 6 . . PUNCT dad-10726 522 1 in in ADP dad-10726 522 2 proc proc NOUN dad-10726 522 3 . . PUNCT dad-10726 523 1 7th 7th ADJ dad-10726 523 2 sigdial sigdial ADJ dad-10726 523 3 workshop workshop NOUN dad-10726 523 4 on on ADP dad-10726 523 5 discourse discourse NOUN dad-10726 523 6 and and CCONJ dad-10726 523 7 dialogue dialogue NOUN dad-10726 523 8 , , PUNCT dad-10726 523 9 pages page NOUN dad-10726 523 10 18–27 18–27 NUM dad-10726 523 11 , , PUNCT dad-10726 523 12 2006 2006 NUM dad-10726 523 13 . . PUNCT dad-10726 524 1 173 173 NUM dad-10726 524 2 curto curto NOUN dad-10726 524 3 , , PUNCT dad-10726 524 4 mendes mende NOUN dad-10726 524 5 and and CCONJ dad-10726 524 6 coheur coheur PROPN dad-10726 524 7 roger roger PROPN dad-10726 524 8 levy levy PROPN dad-10726 524 9 and and CCONJ dad-10726 524 10 galen galen PROPN dad-10726 524 11 andrew andrew PROPN dad-10726 524 12 . . PUNCT dad-10726 524 13 tregex tregex NOUN dad-10726 524 14 and and CCONJ dad-10726 524 15 tsurgeon tsurgeon NOUN dad-10726 524 16 : : PUNCT dad-10726 524 17 tools tool NOUN dad-10726 524 18 for for ADP dad-10726 524 19 querying query VERB dad-10726 524 20 and and CCONJ dad-10726 524 21 manipulating manipulate VERB dad-10726 524 22 tree tree NOUN dad-10726 524 23 data datum NOUN dad-10726 524 24 structures structure NOUN dad-10726 524 25 . . PUNCT dad-10726 525 1 in in ADP dad-10726 525 2 proc proc NOUN dad-10726 525 3 . . PUNCT dad-10726 526 1 5th 5th ADJ dad-10726 526 2 international international ADJ dad-10726 526 3 conference conference NOUN dad-10726 526 4 on on ADP dad-10726 526 5 language language NOUN dad-10726 526 6 resources resource NOUN dad-10726 526 7 and and CCONJ dad-10726 526 8 evaluation evaluation NOUN dad-10726 526 9 , , PUNCT dad-10726 526 10 2006 2006 NUM dad-10726 526 11 . . PUNCT dad-10726 527 1 xin xin PROPN dad-10726 527 2 li li PROPN dad-10726 527 3 and and CCONJ dad-10726 527 4 dan dan PROPN dad-10726 527 5 roth roth PROPN dad-10726 527 6 . . PUNCT dad-10726 528 1 learning learn VERB dad-10726 528 2 question question NOUN dad-10726 528 3 classifiers classifier NOUN dad-10726 528 4 . . PUNCT dad-10726 529 1 in in ADP dad-10726 529 2 proc proc NOUN dad-10726 529 3 . . PUNCT dad-10726 530 1 19th 19th ADJ dad-10726 530 2 international international ADJ dad-10726 530 3 conference conference NOUN dad-10726 530 4 on on ADP dad-10726 530 5 computational computational ADJ dad-10726 530 6 linguistics linguistic NOUN dad-10726 530 7 , , PUNCT dad-10726 530 8 pages page NOUN dad-10726 530 9 1–7 1–7 NUM dad-10726 530 10 . . PUNCT dad-10726 530 11 association association NOUN dad-10726 530 12 for for ADP dad-10726 530 13 computational computational ADJ dad-10726 530 14 linguistics linguistic NOUN dad-10726 530 15 , , PUNCT dad-10726 530 16 2002 2002 NUM dad-10726 530 17 . . PUNCT dad-10726 531 1 filipe filipe PROPN dad-10726 531 2 martins martins PROPN dad-10726 531 3 , , PUNCT dad-10726 531 4 ana ana PROPN dad-10726 531 5 mendes mende NOUN dad-10726 531 6 , , PUNCT dad-10726 531 7 márcio márcio PROPN dad-10726 531 8 viveiros viveiro NOUN dad-10726 531 9 , , PUNCT dad-10726 531 10 joana joana PROPN dad-10726 531 11 paulo paulo PROPN dad-10726 531 12 pardal pardal PROPN dad-10726 531 13 , , PUNCT dad-10726 531 14 pedro pedro PROPN dad-10726 531 15 arez arez PROPN dad-10726 531 16 , , PUNCT dad-10726 531 17 nuno nuno PROPN dad-10726 531 18 j. j. PROPN dad-10726 531 19 mamede mamede PROPN dad-10726 531 20 , , PUNCT dad-10726 531 21 and and CCONJ dad-10726 531 22 joão joão PROPN dad-10726 531 23 paulo paulo PROPN dad-10726 531 24 neto neto PROPN dad-10726 531 25 . . PUNCT dad-10726 532 1 reengineering reengineere VERB dad-10726 532 2 a a DET dad-10726 532 3 domain domain NOUN dad-10726 532 4 - - PUNCT dad-10726 532 5 independent independent ADJ dad-10726 532 6 framework framework NOUN dad-10726 532 7 for for ADP dad-10726 532 8 spoken spoken ADJ dad-10726 532 9 dialogue dialogue NOUN dad-10726 532 10 systems system NOUN dad-10726 532 11 . . PUNCT dad-10726 533 1 in in ADP dad-10726 533 2 software software NOUN dad-10726 533 3 engineering engineering NOUN dad-10726 533 4 , , PUNCT dad-10726 533 5 testing testing NOUN dad-10726 533 6 , , PUNCT dad-10726 533 7 and and CCONJ dad-10726 533 8 quality quality NOUN dad-10726 533 9 assurance assurance NOUN dad-10726 533 10 for for ADP dad-10726 533 11 natural natural ADJ dad-10726 533 12 language language NOUN dad-10726 533 13 processing processing NOUN dad-10726 533 14 , , PUNCT dad-10726 533 15 an an DET dad-10726 533 16 acl acl PROPN dad-10726 533 17 2008 2008 NUM dad-10726 533 18 workshop workshop NOUN dad-10726 533 19 , , PUNCT dad-10726 533 20 pages page NOUN dad-10726 533 21 68–76 68–76 NUM dad-10726 533 22 . . PUNCT dad-10726 534 1 workshop workshop NOUN dad-10726 534 2 of of ADP dad-10726 534 3 acl acl PROPN dad-10726 534 4 , , PUNCT dad-10726 534 5 2008 2008 NUM dad-10726 534 6 . . PUNCT dad-10726 535 1 ana ana PROPN dad-10726 535 2 cristina cristina PROPN dad-10726 535 3 mendes mendes PROPN dad-10726 535 4 , , PUNCT dad-10726 535 5 rui rui PROPN dad-10726 535 6 prada prada NOUN dad-10726 535 7 , , PUNCT dad-10726 535 8 and and CCONJ dad-10726 535 9 luı́sa luı́sa AUX dad-10726 535 10 coheur coheur ADV dad-10726 535 11 . . PUNCT dad-10726 536 1 adapting adapt VERB dad-10726 536 2 a a DET dad-10726 536 3 virtual virtual ADJ dad-10726 536 4 agent agent NOUN dad-10726 536 5 to to ADP dad-10726 536 6 users user NOUN dad-10726 536 7 ’ ' PUNCT dad-10726 536 8 vocabulary vocabulary NOUN dad-10726 536 9 and and CCONJ dad-10726 536 10 needs need NOUN dad-10726 536 11 . . PUNCT dad-10726 537 1 in in ADP dad-10726 537 2 proc proc NOUN dad-10726 537 3 . . PUNCT dad-10726 538 1 9th 9th ADJ dad-10726 538 2 international international ADJ dad-10726 538 3 conference conference NOUN dad-10726 538 4 on on ADP dad-10726 538 5 intelligent intelligent ADJ dad-10726 538 6 virtual virtual ADJ dad-10726 538 7 agents agent NOUN dad-10726 538 8 , , PUNCT dad-10726 538 9 lecture lecture NOUN dad-10726 538 10 notes note NOUN dad-10726 538 11 in in ADP dad-10726 538 12 artificial artificial ADJ dad-10726 538 13 intelligence intelligence NOUN dad-10726 538 14 , , PUNCT dad-10726 538 15 pages page NOUN dad-10726 538 16 529–530 529–530 NUM dad-10726 538 17 . . PUNCT dad-10726 538 18 springer springer NOUN dad-10726 538 19 - - PUNCT dad-10726 538 20 verlag verlag PROPN dad-10726 538 21 , , PUNCT dad-10726 538 22 2009 2009 NUM dad-10726 538 23 . . PUNCT dad-10726 539 1 ana ana PROPN dad-10726 539 2 cristina cristina PROPN dad-10726 539 3 mendes mendes PROPN dad-10726 539 4 , , PUNCT dad-10726 539 5 sérgio sérgio PROPN dad-10726 539 6 curto curto NOUN dad-10726 539 7 , , PUNCT dad-10726 539 8 and and CCONJ dad-10726 539 9 luı́sa luı́sa PROPN dad-10726 539 10 coheur coheur PROPN dad-10726 539 11 . . PUNCT dad-10726 540 1 bootstrapping bootstrappe VERB dad-10726 540 2 multiple multiple ADJ dad-10726 540 3 - - PUNCT dad-10726 540 4 choice choice NOUN dad-10726 540 5 tests test NOUN dad-10726 540 6 with with ADP dad-10726 540 7 the the DET dad-10726 540 8 - - PUNCT dad-10726 540 9 mentor mentor NOUN dad-10726 540 10 . . PUNCT dad-10726 541 1 in in ADP dad-10726 541 2 proc proc PROPN dad-10726 541 3 . . PUNCT dad-10726 542 1 12th 12th ADJ dad-10726 542 2 international international ADJ dad-10726 542 3 conference conference NOUN dad-10726 542 4 on on ADP dad-10726 542 5 intelligent intelligent ADJ dad-10726 542 6 text text NOUN dad-10726 542 7 processing processing NOUN dad-10726 542 8 and and CCONJ dad-10726 542 9 computational computational ADJ dad-10726 542 10 linguistics linguistic NOUN dad-10726 542 11 ( ( PUNCT dad-10726 542 12 cicling cicling NOUN dad-10726 542 13 ) ) PUNCT dad-10726 542 14 , , PUNCT dad-10726 542 15 pages page NOUN dad-10726 542 16 451–462 451–462 NUM dad-10726 542 17 , , PUNCT dad-10726 542 18 2011 2011 NUM dad-10726 542 19 . . PUNCT dad-10726 543 1 ruslan ruslan PROPN dad-10726 543 2 mitkov mitkov PROPN dad-10726 543 3 , , PUNCT dad-10726 543 4 le le X dad-10726 543 5 an an DET dad-10726 543 6 ha ha INTJ dad-10726 543 7 , , PUNCT dad-10726 543 8 and and CCONJ dad-10726 543 9 nikiforos nikiforos PROPN dad-10726 543 10 karamanis karamanis PROPN dad-10726 543 11 . . PUNCT dad-10726 544 1 a a DET dad-10726 544 2 computer computer NOUN dad-10726 544 3 - - PUNCT dad-10726 544 4 aided aid VERB dad-10726 544 5 environment environment NOUN dad-10726 544 6 for for ADP dad-10726 544 7 generating generate VERB dad-10726 544 8 multiple multiple ADJ dad-10726 544 9 - - PUNCT dad-10726 544 10 choice choice NOUN dad-10726 544 11 test test NOUN dad-10726 544 12 items item NOUN dad-10726 544 13 . . PUNCT dad-10726 545 1 nat nat PROPN dad-10726 545 2 . . PUNCT dad-10726 546 1 lang lang PROPN dad-10726 546 2 . . PUNCT dad-10726 547 1 eng eng PROPN dad-10726 547 2 . . PROPN dad-10726 547 3 , , PUNCT dad-10726 547 4 12(2):177–194 12(2):177–194 PROPN dad-10726 547 5 , , PUNCT dad-10726 547 6 2006 2006 NUM dad-10726 547 7 . . PUNCT dad-10726 548 1 catarina catarina PROPN dad-10726 548 2 moreira moreira PROPN dad-10726 548 3 , , PUNCT dad-10726 548 4 ana ana PROPN dad-10726 548 5 cristina cristina PROPN dad-10726 548 6 mendes mendes PROPN dad-10726 548 7 , , PUNCT dad-10726 548 8 luı́sa luı́sa X dad-10726 548 9 coheur coheur ADV dad-10726 548 10 , , PUNCT dad-10726 548 11 and and CCONJ dad-10726 548 12 bruno bruno PROPN dad-10726 548 13 martins martin NOUN dad-10726 548 14 . . PUNCT dad-10726 549 1 towards towards ADP dad-10726 549 2 the the DET dad-10726 549 3 rapid rapid ADJ dad-10726 549 4 development development NOUN dad-10726 549 5 of of ADP dad-10726 549 6 a a DET dad-10726 549 7 natural natural ADJ dad-10726 549 8 language language NOUN dad-10726 549 9 understanding understanding NOUN dad-10726 549 10 module module NOUN dad-10726 549 11 . . PUNCT dad-10726 550 1 in in ADP dad-10726 550 2 proc proc PROPN dad-10726 550 3 . . PUNCT dad-10726 551 1 10th 10th ADJ dad-10726 551 2 international international ADJ dad-10726 551 3 conference conference NOUN dad-10726 551 4 on on ADP dad-10726 551 5 intelligent intelligent ADJ dad-10726 551 6 virtual virtual ADJ dad-10726 551 7 agents agent NOUN dad-10726 551 8 , , PUNCT dad-10726 551 9 pages page NOUN dad-10726 551 10 309–315 309–315 NUM dad-10726 551 11 . . PUNCT dad-10726 552 1 springer springer NOUN dad-10726 552 2 - - PUNCT dad-10726 552 3 verlag verlag PROPN dad-10726 552 4 , , PUNCT dad-10726 552 5 2011 2011 NUM dad-10726 552 6 . . PUNCT dad-10726 553 1 slav slav PROPN dad-10726 553 2 petrov petrov PROPN dad-10726 553 3 and and CCONJ dad-10726 553 4 dan dan PROPN dad-10726 553 5 klein klein PROPN dad-10726 553 6 . . PUNCT dad-10726 554 1 improved improved ADJ dad-10726 554 2 inference inference NOUN dad-10726 554 3 for for ADP dad-10726 554 4 unlexicalized unlexicalized ADJ dad-10726 554 5 parsing parsing NOUN dad-10726 554 6 . . PUNCT dad-10726 555 1 in in ADP dad-10726 555 2 human human ADJ dad-10726 555 3 language language NOUN dad-10726 555 4 technologies technology NOUN dad-10726 555 5 2007 2007 NUM dad-10726 555 6 : : PUNCT dad-10726 555 7 the the DET dad-10726 555 8 conference conference NOUN dad-10726 555 9 of of ADP dad-10726 555 10 the the DET dad-10726 555 11 north north ADJ dad-10726 555 12 american american ADJ dad-10726 555 13 chapter chapter NOUN dad-10726 555 14 of of ADP dad-10726 555 15 the the DET dad-10726 555 16 association association NOUN dad-10726 555 17 for for ADP dad-10726 555 18 computational computational ADJ dad-10726 555 19 linguistics linguistic NOUN dad-10726 555 20 ; ; PUNCT dad-10726 555 21 proc proc NOUN dad-10726 555 22 . . PUNCT dad-10726 556 1 main main ADJ dad-10726 556 2 conference conference NOUN dad-10726 556 3 , , PUNCT dad-10726 556 4 pages page NOUN dad-10726 556 5 404–411 404–411 NUM dad-10726 556 6 . . PUNCT dad-10726 557 1 association association NOUN dad-10726 557 2 for for ADP dad-10726 557 3 computational computational ADJ dad-10726 557 4 linguistics linguistic NOUN dad-10726 557 5 , , PUNCT dad-10726 557 6 2007 2007 NUM dad-10726 557 7 . . PUNCT dad-10726 558 1 paul paul PROPN dad-10726 558 2 piwek piwek PROPN dad-10726 558 3 and and CCONJ dad-10726 558 4 svetlana svetlana PROPN dad-10726 558 5 stoyanchen stoyanchen ADV dad-10726 558 6 . . PUNCT dad-10726 559 1 question question NOUN dad-10726 559 2 generation generation NOUN dad-10726 559 3 in in ADP dad-10726 559 4 the the DET dad-10726 559 5 coda coda ADJ dad-10726 559 6 project project NOUN dad-10726 559 7 . . PUNCT dad-10726 560 1 in in ADP dad-10726 560 2 the the DET dad-10726 560 3 3rd 3rd ADJ dad-10726 560 4 workshop workshop NOUN dad-10726 560 5 on on ADP dad-10726 560 6 question question NOUN dad-10726 560 7 generation generation NOUN dad-10726 560 8 , , PUNCT dad-10726 560 9 2010 2010 NUM dad-10726 560 10 . . PUNCT dad-10726 561 1 deepak deepak PROPN dad-10726 561 2 ravichandran ravichandran PROPN dad-10726 561 3 and and CCONJ dad-10726 561 4 eduard eduard PROPN dad-10726 561 5 hovy hovy PROPN dad-10726 561 6 . . PUNCT dad-10726 562 1 learning learn VERB dad-10726 562 2 surface surface NOUN dad-10726 562 3 text text NOUN dad-10726 562 4 patterns pattern NOUN dad-10726 562 5 for for ADP dad-10726 562 6 a a DET dad-10726 562 7 question question NOUN dad-10726 562 8 answering answer VERB dad-10726 562 9 system system NOUN dad-10726 562 10 . . PUNCT dad-10726 563 1 in in ADP dad-10726 563 2 proc proc NOUN dad-10726 563 3 . . PUNCT dad-10726 564 1 40th 40th ADJ dad-10726 564 2 annual annual ADJ dad-10726 564 3 meeting meeting NOUN dad-10726 564 4 on on ADP dad-10726 564 5 association association NOUN dad-10726 564 6 for for ADP dad-10726 564 7 computational computational ADJ dad-10726 564 8 linguistics linguistic NOUN dad-10726 564 9 ( ( PUNCT dad-10726 564 10 acl acl PROPN dad-10726 564 11 ’ ' PUNCT dad-10726 564 12 02 02 NUM dad-10726 564 13 ) ) PUNCT dad-10726 564 14 , , PUNCT dad-10726 564 15 pages page NOUN dad-10726 564 16 41–47 41–47 PROPN dad-10726 564 17 . . PUNCT dad-10726 565 1 association association NOUN dad-10726 565 2 for for ADP dad-10726 565 3 computational computational ADJ dad-10726 565 4 linguistics linguistic NOUN dad-10726 565 5 , , PUNCT dad-10726 565 6 2002 2002 NUM dad-10726 565 7 . . PUNCT dad-10726 566 1 vasile vasile PROPN dad-10726 566 2 rus rus PROPN dad-10726 566 3 , , PUNCT dad-10726 566 4 brendan brendan PROPN dad-10726 566 5 wyse wyse PROPN dad-10726 566 6 , , PUNCT dad-10726 566 7 paul paul PROPN dad-10726 566 8 piwek piwek PROPN dad-10726 566 9 , , PUNCT dad-10726 566 10 mihai mihai PROPN dad-10726 566 11 lintean lintean PROPN dad-10726 566 12 , , PUNCT dad-10726 566 13 svetlana svetlana PROPN dad-10726 566 14 soyanchev soyanchev PROPN dad-10726 566 15 , , PUNCT dad-10726 566 16 and and CCONJ dad-10726 566 17 cristian cristian PROPN dad-10726 566 18 moldovan moldovan PROPN dad-10726 566 19 . . PUNCT dad-10726 567 1 the the DET dad-10726 567 2 first first ADJ dad-10726 567 3 question question NOUN dad-10726 567 4 generation generation NOUN dad-10726 567 5 shared share VERB dad-10726 567 6 task task NOUN dad-10726 567 7 evaluation evaluation NOUN dad-10726 567 8 challenge challenge NOUN dad-10726 567 9 . . PUNCT dad-10726 568 1 in in ADP dad-10726 568 2 proc proc NOUN dad-10726 568 3 . . PUNCT dad-10726 569 1 6th 6th ADJ dad-10726 569 2 international international ADJ dad-10726 569 3 natural natural ADJ dad-10726 569 4 language language NOUN dad-10726 569 5 generation generation NOUN dad-10726 569 6 conference conference NOUN dad-10726 569 7 , , PUNCT dad-10726 569 8 pages page NOUN dad-10726 569 9 251–257 251–257 NUM dad-10726 569 10 , , PUNCT dad-10726 569 11 2010a 2010a NUM dad-10726 569 12 . . PUNCT dad-10726 570 1 vasile vasile PROPN dad-10726 570 2 rus rus PROPN dad-10726 570 3 , , PUNCT dad-10726 570 4 brendan brendan PROPN dad-10726 570 5 wyse wyse PROPN dad-10726 570 6 , , PUNCT dad-10726 570 7 paul paul PROPN dad-10726 570 8 piwek piwek PROPN dad-10726 570 9 , , PUNCT dad-10726 570 10 mihai mihai PROPN dad-10726 570 11 lintean lintean PROPN dad-10726 570 12 , , PUNCT dad-10726 570 13 svetlana svetlana PROPN dad-10726 570 14 soyanchev soyanchev PROPN dad-10726 570 15 , , PUNCT dad-10726 570 16 and and CCONJ dad-10726 570 17 cristian cristian PROPN dad-10726 570 18 moldovan moldovan PROPN dad-10726 570 19 . . PUNCT dad-10726 571 1 overview overview NOUN dad-10726 571 2 of of ADP dad-10726 571 3 the the DET dad-10726 571 4 first first ADJ dad-10726 571 5 question question NOUN dad-10726 571 6 generation generation NOUN dad-10726 571 7 shared share VERB dad-10726 571 8 task task NOUN dad-10726 571 9 evaluation evaluation NOUN dad-10726 571 10 challenge challenge NOUN dad-10726 571 11 . . PUNCT dad-10726 572 1 in in ADP dad-10726 572 2 proc proc NOUN dad-10726 572 3 . . PUNCT dad-10726 573 1 3rd 3rd ADJ dad-10726 573 2 workshop workshop NOUN dad-10726 573 3 on on ADP dad-10726 573 4 question question NOUN dad-10726 573 5 generation generation NOUN dad-10726 573 6 , , PUNCT dad-10726 573 7 2010b 2010b NUM dad-10726 573 8 . . PUNCT dad-10726 574 1 joão joão PROPN dad-10726 574 2 silva silva PROPN dad-10726 574 3 , , PUNCT dad-10726 574 4 luı́sa luı́sa PROPN dad-10726 574 5 coheur coheur PROPN dad-10726 574 6 , , PUNCT dad-10726 574 7 ana ana PROPN dad-10726 574 8 mendes mende NOUN dad-10726 574 9 , , PUNCT dad-10726 574 10 and and CCONJ dad-10726 574 11 andreas andreas PROPN dad-10726 574 12 wichert wichert PROPN dad-10726 574 13 . . PUNCT dad-10726 575 1 from from ADP dad-10726 575 2 symbolic symbolic ADJ dad-10726 575 3 to to ADP dad-10726 575 4 sub sub ADJ dad-10726 575 5 - - ADJ dad-10726 575 6 symbolic symbolic ADJ dad-10726 575 7 information information NOUN dad-10726 575 8 in in ADP dad-10726 575 9 question question NOUN dad-10726 575 10 classification classification NOUN dad-10726 575 11 . . PUNCT dad-10726 576 1 artificial artificial ADJ dad-10726 576 2 intelligence intelligence NOUN dad-10726 576 3 review review NOUN dad-10726 576 4 , , PUNCT dad-10726 576 5 35:137–154 35:137–154 NUM dad-10726 576 6 , , PUNCT dad-10726 576 7 2011 2011 NUM dad-10726 576 8 . . PUNCT dad-10726 577 1 174 174 NUM dad-10726 577 2 question question NOUN dad-10726 577 3 generation generation NOUN dad-10726 577 4 with with ADP dad-10726 577 5 the the DET dad-10726 577 6 - - PUNCT dad-10726 577 7 mentor mentor NOUN dad-10726 577 8 martin martin PROPN dad-10726 577 9 m. m. PROPN dad-10726 577 10 soubbotin soubbotin PROPN dad-10726 577 11 . . PUNCT dad-10726 578 1 patterns pattern NOUN dad-10726 578 2 of of ADP dad-10726 578 3 potential potential ADJ dad-10726 578 4 answer answer NOUN dad-10726 578 5 expressions expression NOUN dad-10726 578 6 as as ADP dad-10726 578 7 clues clue NOUN dad-10726 578 8 to to ADP dad-10726 578 9 the the DET dad-10726 578 10 right right ADJ dad-10726 578 11 answers answer NOUN dad-10726 578 12 . . PUNCT dad-10726 579 1 in in ADP dad-10726 579 2 proc proc NOUN dad-10726 579 3 . . PUNCT dad-10726 580 1 10th 10th ADJ dad-10726 580 2 text text NOUN dad-10726 580 3 retrieval retrieval NOUN dad-10726 580 4 conference conference NOUN dad-10726 580 5 , , PUNCT dad-10726 580 6 pages page NOUN dad-10726 580 7 293–302 293–302 NUM dad-10726 580 8 , , PUNCT dad-10726 580 9 2001 2001 NUM dad-10726 580 10 . . PUNCT dad-10726 581 1 brendan brendan PROPN dad-10726 581 2 wyse wyse PROPN dad-10726 581 3 and and CCONJ dad-10726 581 4 paul paul PROPN dad-10726 581 5 piwek piwek PROPN dad-10726 581 6 . . PUNCT dad-10726 582 1 generating generate VERB dad-10726 582 2 questions question NOUN dad-10726 582 3 from from ADP dad-10726 582 4 openlearn openlearn NOUN dad-10726 582 5 study study NOUN dad-10726 582 6 units unit NOUN dad-10726 582 7 . . PUNCT dad-10726 583 1 in in ADP dad-10726 583 2 the the DET dad-10726 583 3 2nd 2nd ADJ dad-10726 583 4 workshop workshop NOUN dad-10726 583 5 on on ADP dad-10726 583 6 question question NOUN dad-10726 583 7 generation generation NOUN dad-10726 583 8 , , PUNCT dad-10726 583 9 2009 2009 NUM dad-10726 583 10 . . PUNCT dad-10726 584 1 feiyu feiyu PROPN dad-10726 584 2 xu xu PROPN dad-10726 584 3 , , PUNCT dad-10726 584 4 hans hans PROPN dad-10726 584 5 uszkoreit uszkoreit PROPN dad-10726 584 6 , , PUNCT dad-10726 584 7 sebastian sebastian PROPN dad-10726 584 8 krause krause PROPN dad-10726 584 9 , , PUNCT dad-10726 584 10 and and CCONJ dad-10726 584 11 hong hong PROPN dad-10726 584 12 li li PROPN dad-10726 584 13 . . PUNCT dad-10726 585 1 boosting boost VERB dad-10726 585 2 relation relation NOUN dad-10726 585 3 extraction extraction NOUN dad-10726 585 4 with with ADP dad-10726 585 5 limited limited ADJ dad-10726 585 6 closed closed ADJ dad-10726 585 7 - - PUNCT dad-10726 585 8 world world NOUN dad-10726 585 9 knowledge knowledge NOUN dad-10726 585 10 . . PUNCT dad-10726 586 1 in in ADP dad-10726 586 2 proc proc NOUN dad-10726 586 3 . . PUNCT dad-10726 587 1 23rd 23rd ADJ dad-10726 587 2 international international ADJ dad-10726 587 3 conference conference NOUN dad-10726 587 4 on on ADP dad-10726 587 5 computational computational ADJ dad-10726 587 6 linguistics linguistic NOUN dad-10726 587 7 : : PUNCT dad-10726 587 8 posters poster NOUN dad-10726 587 9 , , PUNCT dad-10726 587 10 coling cole VERB dad-10726 587 11 ’ ' PUNCT dad-10726 587 12 10 10 NUM dad-10726 587 13 , , PUNCT dad-10726 587 14 pages page NOUN dad-10726 587 15 1354–1362 1354–1362 NUM dad-10726 587 16 . . PUNCT dad-10726 588 1 association association NOUN dad-10726 588 2 for for ADP dad-10726 588 3 computational computational ADJ dad-10726 588 4 linguistics linguistic NOUN dad-10726 588 5 , , PUNCT dad-10726 588 6 2010 2010 NUM dad-10726 588 7 . . PUNCT dad-10726 589 1 dell dell PROPN dad-10726 589 2 zhang zhang PROPN dad-10726 589 3 and and CCONJ dad-10726 589 4 wee wee PROPN dad-10726 589 5 sun sun PROPN dad-10726 589 6 lee lee PROPN dad-10726 589 7 . . PROPN dad-10726 590 1 question question NOUN dad-10726 590 2 classification classification NOUN dad-10726 590 3 using use VERB dad-10726 590 4 support support NOUN dad-10726 590 5 vector vector NOUN dad-10726 590 6 machines machine NOUN dad-10726 590 7 . . PUNCT dad-10726 591 1 in in ADP dad-10726 591 2 proc proc NOUN dad-10726 591 3 . . PUNCT dad-10726 592 1 26th 26th ADJ dad-10726 592 2 annual annual ADJ dad-10726 592 3 international international PROPN dad-10726 592 4 acm acm PROPN dad-10726 592 5 sigir sigir PROPN dad-10726 592 6 conference conference PROPN dad-10726 592 7 on on ADP dad-10726 592 8 research research NOUN dad-10726 592 9 and and CCONJ dad-10726 592 10 development development NOUN dad-10726 592 11 in in ADP dad-10726 592 12 information information NOUN dad-10726 592 13 retrieval retrieval NOUN dad-10726 592 14 , , PUNCT dad-10726 592 15 pages page NOUN dad-10726 592 16 26–32 26–32 NUM dad-10726 592 17 . . PUNCT dad-10726 592 18 acm acm PROPN dad-10726 592 19 , , PUNCT dad-10726 592 20 2003 2003 NUM dad-10726 592 21 . . PUNCT dad-10726 593 1 175 175 NUM