id	sid	tid	token	lemma	pos
bracis-19082	1	1	deepagé	deepagé	ADJ
bracis-19082	1	2	:	:	PUNCT
bracis-19082	1	3	answering	answer	VERB
bracis-19082	1	4	questions	question	NOUN
bracis-19082	1	5	in	in	ADP
bracis-19082	1	6	portuguese	portuguese	NOUN
bracis-19082	1	7	about	about	ADP
bracis-19082	1	8	the	the	DET
bracis-19082	1	9	brazilian	brazilian	ADJ
bracis-19082	1	10	environment	environment	NOUN
bracis-19082	1	11	|	|	ADV
bracis-19082	1	12	springer	springer	NOUN
bracis-19082	1	13	nature	nature	PROPN
bracis-19082	1	14	link	link	PROPN
bracis-19082	1	15	(	(	PUNCT
bracis-19082	1	16	formerly	formerly	ADV
bracis-19082	1	17	springerlink	springerlink	NOUN
bracis-19082	1	18	)	)	PUNCT
bracis-19082	1	19	skip	skip	VERB
bracis-19082	1	20	to	to	ADP
bracis-19082	1	21	main	main	ADJ
bracis-19082	1	22	content	content	NOUN
bracis-19082	1	23	advertisement	advertisement	NOUN
bracis-19082	1	24	log	log	NOUN
bracis-19082	1	25	in	in	ADP
bracis-19082	1	26	menu	menu	NOUN
bracis-19082	1	27	find	find	VERB
bracis-19082	1	28	a	a	DET
bracis-19082	1	29	journal	journal	NOUN
bracis-19082	1	30	publish	publish	VERB
bracis-19082	1	31	with	with	ADP
bracis-19082	1	32	us	we	PRON
bracis-19082	1	33	track	track	VERB
bracis-19082	1	34	your	your	PRON
bracis-19082	1	35	research	research	NOUN
bracis-19082	1	36	search	search	NOUN
bracis-19082	1	37	cart	cart	NOUN
bracis-19082	1	38	home	home	NOUN
bracis-19082	1	39	intelligent	intelligent	ADJ
bracis-19082	1	40	systems	system	NOUN
bracis-19082	1	41	conference	conference	NOUN
bracis-19082	1	42	paper	paper	NOUN
bracis-19082	1	43	deepagé	deepagé	ADJ
bracis-19082	1	44	:	:	PUNCT
bracis-19082	1	45	answering	answer	VERB
bracis-19082	1	46	questions	question	NOUN
bracis-19082	1	47	in	in	ADP
bracis-19082	1	48	portuguese	portuguese	NOUN
bracis-19082	1	49	about	about	ADP
bracis-19082	1	50	the	the	DET
bracis-19082	1	51	brazilian	brazilian	ADJ
bracis-19082	1	52	environment	environment	NOUN
bracis-19082	1	53	conference	conference	NOUN
bracis-19082	1	54	paper	paper	NOUN
bracis-19082	1	55	first	first	ADV
bracis-19082	1	56	online	online	ADV
bracis-19082	1	57	:	:	PUNCT
bracis-19082	1	58	28	28	NUM
bracis-19082	1	59	november	november	NOUN
bracis-19082	1	60	2021	2021	NUM
bracis-19082	1	61	pp	pp	CCONJ
bracis-19082	1	62	419–433	419–433	NUM
bracis-19082	1	63	cite	cite	VERB
bracis-19082	1	64	this	this	DET
bracis-19082	1	65	conference	conference	NOUN
bracis-19082	1	66	paper	paper	NOUN
bracis-19082	1	67	access	access	NOUN
bracis-19082	1	68	provided	provide	VERB
bracis-19082	1	69	by	by	ADP
bracis-19082	1	70	university	university	PROPN
bracis-19082	1	71	of	of	ADP
bracis-19082	1	72	notre	notre	PROPN
bracis-19082	1	73	dame	dame	PROPN
bracis-19082	1	74	hesburgh	hesburgh	PROPN
bracis-19082	1	75	library	library	PROPN
bracis-19082	1	76	download	download	PROPN
bracis-19082	1	77	book	book	NOUN
bracis-19082	1	78	pdf	pdf	PROPN
bracis-19082	1	79	download	download	NOUN
bracis-19082	1	80	book	book	NOUN
bracis-19082	1	81	epub	epub	PROPN
bracis-19082	1	82	intelligent	intelligent	ADJ
bracis-19082	1	83	systems	system	NOUN
bracis-19082	1	84	(	(	PUNCT
bracis-19082	1	85	bracis	bracis	NOUN
bracis-19082	1	86	2021	2021	NUM
bracis-19082	1	87	)	)	PUNCT
bracis-19082	1	88	deepagé	deepagé	ADJ
bracis-19082	1	89	:	:	PUNCT
bracis-19082	1	90	answering	answer	VERB
bracis-19082	1	91	questions	question	NOUN
bracis-19082	1	92	in	in	ADP
bracis-19082	1	93	portuguese	portuguese	NOUN
bracis-19082	1	94	about	about	ADP
bracis-19082	1	95	the	the	DET
bracis-19082	1	96	brazilian	brazilian	ADJ
bracis-19082	1	97	environment	environment	NOUN
bracis-19082	1	98	download	download	NOUN
bracis-19082	1	99	book	book	NOUN
bracis-19082	1	100	pdf	pdf	PROPN
bracis-19082	1	101	download	download	NOUN
bracis-19082	1	102	book	book	PROPN
bracis-19082	1	103	epub	epub	PROPN
bracis-19082	1	104	flávio	flávio	NOUN
bracis-19082	1	105	nakasato	nakasato	NOUN
bracis-19082	1	106	cação	cação	NOUN
bracis-19082	1	107	  	  	SPACE
bracis-19082	1	108	orcid	orcid	NOUN
bracis-19082	1	109	:	:	PUNCT
bracis-19082	1	110	orcid.org/0000-0003-4771-600910	orcid.org/0000-0003-4771-600910	NOUN
bracis-19082	1	111	,	,	PUNCT
bracis-19082	1	112	marcos	marcos	PROPN
bracis-19082	1	113	menon	menon	PROPN
bracis-19082	1	114	josé	josé	PROPN
bracis-19082	1	115	  	  	SPACE
bracis-19082	1	116	orcid	orcid	PROPN
bracis-19082	1	117	:	:	PUNCT
bracis-19082	1	118	orcid.org/0000-0003-4663-438610	orcid.org/0000-0003-4663-438610	PROPN
bracis-19082	1	119	,	,	PUNCT
bracis-19082	1	120	andré	andré	VERB
bracis-19082	1	121	seidel	seidel	PROPN
bracis-19082	1	122	oliveira	oliveira	PROPN
bracis-19082	1	123	  	  	SPACE
bracis-19082	1	124	orcid	orcid	PROPN
bracis-19082	1	125	:	:	PUNCT
bracis-19082	1	126	orcid.org/0000-0001-6551-691110	orcid.org/0000-0001-6551-691110	PROPN
bracis-19082	1	127	,	,	PUNCT
bracis-19082	1	128	stefano	stefano	PROPN
bracis-19082	1	129	spindola	spindola	PROPN
bracis-19082	1	130	  	  	SPACE
bracis-19082	1	131	orcid	orcid	PROPN
bracis-19082	1	132	:	:	PUNCT
bracis-19082	1	133	orcid.org/0000-0002-3604-934610	orcid.org/0000-0002-3604-934610	NOUN
bracis-19082	1	134	,	,	PUNCT
bracis-19082	1	135	anna	anna	PROPN
bracis-19082	1	136	helena	helena	PROPN
bracis-19082	1	137	reali	reali	PROPN
bracis-19082	1	138	costa	costa	PROPN
bracis-19082	1	139	  	  	SPACE
bracis-19082	1	140	orcid	orcid	PROPN
bracis-19082	1	141	:	:	PUNCT
bracis-19082	1	142	orcid.org/0000-0001-7309-452810	orcid.org/0000-0001-7309-452810	NOUN
bracis-19082	1	143	&	&	CCONJ
bracis-19082	1	144	…	…	PUNCT
bracis-19082	1	145	fabio	fabio	PROPN
bracis-19082	1	146	gagliardi	gagliardi	PROPN
bracis-19082	1	147	cozman	cozman	NOUN
bracis-19082	1	148	  	  	SPACE
bracis-19082	1	149	orcid	orcid	NOUN
bracis-19082	1	150	:	:	PUNCT
bracis-19082	1	151	orcid.org/0000-0003-4077-493510	orcid.org/0000-0003-4077-493510	ADJ
bracis-19082	1	152	  	  	SPACE
bracis-19082	1	153	show	show	VERB
bracis-19082	1	154	authors	author	NOUN
bracis-19082	1	155	part	part	NOUN
bracis-19082	1	156	of	of	ADP
bracis-19082	1	157	the	the	DET
bracis-19082	1	158	book	book	NOUN
bracis-19082	1	159	series	series	NOUN
bracis-19082	1	160	:	:	PUNCT
bracis-19082	1	161	lecture	lecture	NOUN
bracis-19082	1	162	notes	note	NOUN
bracis-19082	1	163	in	in	ADP
bracis-19082	1	164	computer	computer	NOUN
bracis-19082	1	165	science	science	NOUN
bracis-19082	1	166	(	(	PUNCT
bracis-19082	1	167	(	(	PUNCT
bracis-19082	1	168	lnai	lnai	ADJ
bracis-19082	1	169	,	,	PUNCT
bracis-19082	1	170	volume	volume	NOUN
bracis-19082	1	171	13074	13074	NUM
bracis-19082	1	172	)	)	PUNCT
bracis-19082	1	173	)	)	PUNCT
bracis-19082	1	174	included	include	VERB
bracis-19082	1	175	in	in	ADP
bracis-19082	1	176	the	the	DET
bracis-19082	1	177	following	follow	VERB
bracis-19082	1	178	conference	conference	NOUN
bracis-19082	1	179	series	series	NOUN
bracis-19082	1	180	:	:	PUNCT
bracis-19082	1	181	brazilian	brazilian	ADJ
bracis-19082	1	182	conference	conference	NOUN
bracis-19082	1	183	on	on	ADP
bracis-19082	1	184	intelligent	intelligent	ADJ
bracis-19082	1	185	systems	system	NOUN
bracis-19082	1	186	1256	1256	NUM
bracis-19082	1	187	accesses	access	VERB
bracis-19082	1	188	6	6	NUM
bracis-19082	1	189	citations	citation	NOUN
bracis-19082	1	190	abstract	abstract	ADJ
bracis-19082	1	191	the	the	DET
bracis-19082	1	192	challenge	challenge	NOUN
bracis-19082	1	193	of	of	ADP
bracis-19082	1	194	climate	climate	NOUN
bracis-19082	1	195	change	change	NOUN
bracis-19082	1	196	and	and	CCONJ
bracis-19082	1	197	biome	biome	NOUN
bracis-19082	1	198	conservation	conservation	NOUN
bracis-19082	1	199	is	be	AUX
bracis-19082	1	200	one	one	NUM
bracis-19082	1	201	of	of	ADP
bracis-19082	1	202	the	the	DET
bracis-19082	1	203	most	most	ADV
bracis-19082	1	204	pressing	pressing	ADJ
bracis-19082	1	205	issues	issue	NOUN
bracis-19082	1	206	of	of	ADP
bracis-19082	1	207	our	our	PRON
bracis-19082	1	208	time	time	NOUN
bracis-19082	1	209	—	—	PUNCT
bracis-19082	1	210	particularly	particularly	ADV
bracis-19082	1	211	in	in	ADP
bracis-19082	1	212	brazil	brazil	PROPN
bracis-19082	1	213	,	,	PUNCT
bracis-19082	1	214	where	where	SCONJ
bracis-19082	1	215	key	key	ADJ
bracis-19082	1	216	environmental	environmental	ADJ
bracis-19082	1	217	reserves	reserve	NOUN
bracis-19082	1	218	are	be	AUX
bracis-19082	1	219	located	locate	VERB
bracis-19082	1	220	.	.	PUNCT
bracis-19082	2	1	given	give	VERB
bracis-19082	2	2	the	the	DET
bracis-19082	2	3	availability	availability	NOUN
bracis-19082	2	4	of	of	ADP
bracis-19082	2	5	large	large	ADJ
bracis-19082	2	6	textual	textual	ADJ
bracis-19082	2	7	databases	database	NOUN
bracis-19082	2	8	on	on	ADP
bracis-19082	2	9	ecological	ecological	ADJ
bracis-19082	2	10	themes	theme	NOUN
bracis-19082	2	11	,	,	PUNCT
bracis-19082	2	12	it	it	PRON
bracis-19082	2	13	is	be	AUX
bracis-19082	2	14	natural	natural	ADJ
bracis-19082	2	15	to	to	PART
bracis-19082	2	16	resort	resort	VERB
bracis-19082	2	17	to	to	AUX
bracis-19082	2	18	question	question	NOUN
bracis-19082	2	19	answering	answering	NOUN
bracis-19082	2	20	(	(	PUNCT
bracis-19082	2	21	qa	qa	NOUN
bracis-19082	2	22	)	)	PUNCT
bracis-19082	2	23	systems	system	NOUN
bracis-19082	2	24	to	to	PART
bracis-19082	2	25	increase	increase	VERB
bracis-19082	2	26	social	social	ADJ
bracis-19082	2	27	awareness	awareness	NOUN
bracis-19082	2	28	and	and	CCONJ
bracis-19082	2	29	understanding	understanding	NOUN
bracis-19082	2	30	about	about	ADP
bracis-19082	2	31	these	these	DET
bracis-19082	2	32	topics	topic	NOUN
bracis-19082	2	33	.	.	PUNCT
bracis-19082	3	1	in	in	ADP
bracis-19082	3	2	this	this	DET
bracis-19082	3	3	work	work	NOUN
bracis-19082	3	4	,	,	PUNCT
bracis-19082	3	5	we	we	PRON
bracis-19082	3	6	introduce	introduce	VERB
bracis-19082	3	7	multiple	multiple	ADJ
bracis-19082	3	8	qa	qa	PROPN
bracis-19082	3	9	systems	system	NOUN
bracis-19082	3	10	that	that	PRON
bracis-19082	3	11	combine	combine	VERB
bracis-19082	3	12	in	in	ADP
bracis-19082	3	13	novel	novel	ADJ
bracis-19082	3	14	ways	way	NOUN
bracis-19082	3	15	the	the	DET
bracis-19082	3	16	bm25	bm25	PROPN
bracis-19082	3	17	algorithm	algorithm	NOUN
bracis-19082	3	18	,	,	PUNCT
bracis-19082	3	19	a	a	DET
bracis-19082	3	20	sparse	sparse	ADJ
bracis-19082	3	21	retrieval	retrieval	NOUN
bracis-19082	3	22	technique	technique	NOUN
bracis-19082	3	23	,	,	PUNCT
bracis-19082	3	24	with	with	ADP
bracis-19082	3	25	ptt5	ptt5	PROPN
bracis-19082	3	26	,	,	PUNCT
bracis-19082	3	27	a	a	DET
bracis-19082	3	28	pre	pre	ADJ
bracis-19082	3	29	-	-	ADJ
bracis-19082	3	30	trained	train	VERB
bracis-19082	3	31	state	state	NOUN
bracis-19082	3	32	-	-	PUNCT
bracis-19082	3	33	of	of	ADP
bracis-19082	3	34	-	-	PUNCT
bracis-19082	3	35	the	the	DET
bracis-19082	3	36	-	-	PUNCT
bracis-19082	3	37	art	art	NOUN
bracis-19082	3	38	language	language	NOUN
bracis-19082	3	39	model	model	NOUN
bracis-19082	3	40	.	.	PUNCT
bracis-19082	4	1	our	our	PRON
bracis-19082	4	2	qa	qa	PROPN
bracis-19082	4	3	systems	system	NOUN
bracis-19082	4	4	focus	focus	VERB
bracis-19082	4	5	on	on	ADP
bracis-19082	4	6	the	the	DET
bracis-19082	4	7	portuguese	portuguese	ADJ
bracis-19082	4	8	language	language	NOUN
bracis-19082	4	9	,	,	PUNCT
bracis-19082	4	10	thus	thus	ADV
bracis-19082	4	11	offering	offer	VERB
bracis-19082	4	12	resources	resource	NOUN
bracis-19082	4	13	not	not	PART
bracis-19082	4	14	found	find	VERB
bracis-19082	4	15	elsewhere	elsewhere	ADV
bracis-19082	4	16	in	in	ADP
bracis-19082	4	17	the	the	DET
bracis-19082	4	18	literature	literature	NOUN
bracis-19082	4	19	.	.	PUNCT
bracis-19082	5	1	as	as	ADP
bracis-19082	5	2	training	training	NOUN
bracis-19082	5	3	data	datum	NOUN
bracis-19082	5	4	,	,	PUNCT
bracis-19082	5	5	we	we	PRON
bracis-19082	5	6	collected	collect	VERB
bracis-19082	5	7	questions	question	NOUN
bracis-19082	5	8	from	from	ADP
bracis-19082	5	9	open	open	ADJ
bracis-19082	5	10	-	-	PUNCT
bracis-19082	5	11	domain	domain	NOUN
bracis-19082	5	12	datasets	dataset	NOUN
bracis-19082	5	13	,	,	PUNCT
bracis-19082	5	14	as	as	ADV
bracis-19082	5	15	well	well	ADV
bracis-19082	5	16	as	as	ADP
bracis-19082	5	17	content	content	NOUN
bracis-19082	5	18	from	from	ADP
bracis-19082	5	19	the	the	DET
bracis-19082	5	20	portuguese	portuguese	ADJ
bracis-19082	5	21	wikipedia	wikipedia	PROPN
bracis-19082	5	22	and	and	CCONJ
bracis-19082	5	23	news	news	NOUN
bracis-19082	5	24	from	from	ADP
bracis-19082	5	25	the	the	DET
bracis-19082	5	26	press	press	NOUN
bracis-19082	5	27	.	.	PUNCT
bracis-19082	6	1	we	we	PRON
bracis-19082	6	2	thus	thus	ADV
bracis-19082	6	3	contribute	contribute	VERB
bracis-19082	6	4	with	with	ADP
bracis-19082	6	5	innovative	innovative	ADJ
bracis-19082	6	6	architectures	architecture	NOUN
bracis-19082	6	7	and	and	CCONJ
bracis-19082	6	8	novel	novel	ADJ
bracis-19082	6	9	applications	application	NOUN
bracis-19082	6	10	,	,	PUNCT
bracis-19082	6	11	attaining	attain	VERB
bracis-19082	6	12	an	an	DET
bracis-19082	6	13	f1	f1	NOUN
bracis-19082	6	14	-	-	PUNCT
bracis-19082	6	15	score	score	NOUN
bracis-19082	6	16	of	of	ADP
bracis-19082	6	17	36.2	36.2	NUM
bracis-19082	6	18	with	with	ADP
bracis-19082	6	19	our	our	PRON
bracis-19082	6	20	best	good	ADJ
bracis-19082	6	21	model	model	NOUN
bracis-19082	6	22	.	.	PUNCT
bracis-19082	7	1	f.	f.	PROPN
bracis-19082	7	2	n.	n.	PROPN
bracis-19082	7	3	cação	cação	PROPN
bracis-19082	7	4	and	and	CCONJ
bracis-19082	7	5	m.	m.	NOUN
bracis-19082	7	6	m.	m.	PROPN
bracis-19082	7	7	josé	josé	PROPN
bracis-19082	7	8	—	—	PUNCT
bracis-19082	7	9	these	these	DET
bracis-19082	7	10	authors	author	NOUN
bracis-19082	7	11	contributed	contribute	VERB
bracis-19082	7	12	equally	equally	ADV
bracis-19082	7	13	to	to	ADP
bracis-19082	7	14	the	the	DET
bracis-19082	7	15	work	work	NOUN
bracis-19082	7	16	.	.	PUNCT
bracis-19082	8	1	access	access	NOUN
bracis-19082	8	2	provided	provide	VERB
bracis-19082	8	3	by	by	ADP
bracis-19082	8	4	university	university	PROPN
bracis-19082	8	5	of	of	ADP
bracis-19082	8	6	notre	notre	PROPN
bracis-19082	8	7	dame	dame	PROPN
bracis-19082	8	8	hesburgh	hesburgh	PROPN
bracis-19082	8	9	library	library	PROPN
bracis-19082	8	10	.	.	PUNCT
bracis-19082	9	1	download	download	PROPN
bracis-19082	9	2	conference	conference	NOUN
bracis-19082	9	3	paper	paper	NOUN
bracis-19082	9	4	pdf	pdf	NOUN
bracis-19082	9	5	similar	similar	ADJ
bracis-19082	9	6	content	content	NOUN
bracis-19082	9	7	being	be	AUX
bracis-19082	9	8	viewed	view	VERB
bracis-19082	9	9	by	by	ADP
bracis-19082	9	10	others	other	NOUN
bracis-19082	9	11	tracking	track	VERB
bracis-19082	9	12	environmental	environmental	ADJ
bracis-19082	9	13	policy	policy	NOUN
bracis-19082	9	14	changes	change	NOUN
bracis-19082	9	15	in	in	ADP
bracis-19082	9	16	 	 	SPACE
bracis-19082	9	17	the	the	DET
bracis-19082	9	18	 	 	SPACE
bracis-19082	9	19	brazilian	brazilian	ADJ
bracis-19082	9	20	federal	federal	ADJ
bracis-19082	9	21	official	official	ADJ
bracis-19082	9	22	gazette	gazette	PROPN
bracis-19082	9	23	chapter	chapter	NOUN
bracis-19082	9	24	©	©	PROPN
bracis-19082	9	25	2022	2022	NUM
bracis-19082	9	26	climate	climate	NOUN
bracis-19082	9	27	change	change	NOUN
bracis-19082	9	28	and	and	CCONJ
bracis-19082	9	29	the	the	DET
bracis-19082	9	30	individual	individual	NOUN
bracis-19082	9	31	:	:	PUNCT
bracis-19082	9	32	the	the	DET
bracis-19082	9	33	brazilian	brazilian	ADJ
bracis-19082	9	34	perspective	perspective	NOUN
bracis-19082	9	35	chapter	chapter	NOUN
bracis-19082	9	36	©	©	PROPN
bracis-19082	9	37	2021	2021	NUM
bracis-19082	9	38	large	large	ADJ
bracis-19082	9	39	-	-	PUNCT
bracis-19082	9	40	scale	scale	NOUN
bracis-19082	9	41	differences	difference	NOUN
bracis-19082	9	42	in	in	ADP
bracis-19082	9	43	microbial	microbial	ADJ
bracis-19082	9	44	biodiversity	biodiversity	NOUN
bracis-19082	9	45	discovery	discovery	NOUN
bracis-19082	9	46	between	between	ADP
bracis-19082	9	47	16s	16	NOUN
bracis-19082	9	48	amplicon	amplicon	NOUN
bracis-19082	9	49	and	and	CCONJ
bracis-19082	9	50	shotgun	shotgun	VERB
bracis-19082	9	51	sequencing	sequence	VERB
bracis-19082	9	52	article	article	NOUN
bracis-19082	9	53	open	open	ADJ
bracis-19082	9	54	access	access	NOUN
bracis-19082	9	55	31	31	NUM
bracis-19082	9	56	july	july	PROPN
bracis-19082	9	57	2017	2017	NUM
bracis-19082	9	58	explore	explore	VERB
bracis-19082	9	59	related	relate	VERB
bracis-19082	9	60	subjects	subject	NOUN
bracis-19082	9	61	discover	discover	VERB
bracis-19082	9	62	the	the	DET
bracis-19082	9	63	latest	late	ADJ
bracis-19082	9	64	articles	article	NOUN
bracis-19082	9	65	,	,	PUNCT
bracis-19082	9	66	books	book	NOUN
bracis-19082	9	67	and	and	CCONJ
bracis-19082	9	68	news	news	NOUN
bracis-19082	9	69	in	in	ADP
bracis-19082	9	70	related	related	ADJ
bracis-19082	9	71	subjects	subject	NOUN
bracis-19082	9	72	,	,	PUNCT
bracis-19082	9	73	suggested	suggest	VERB
bracis-19082	9	74	using	use	VERB
bracis-19082	9	75	machine	machine	NOUN
bracis-19082	9	76	learning	learning	NOUN
bracis-19082	9	77	.	.	PUNCT
bracis-19082	10	1	machine	machine	NOUN
bracis-19082	10	2	translation	translation	NOUN
bracis-19082	10	3	machine	machine	NOUN
bracis-19082	10	4	learning	learn	VERB
bracis-19082	10	5	natural	natural	ADJ
bracis-19082	10	6	language	language	NOUN
bracis-19082	10	7	processing	processing	NOUN
bracis-19082	10	8	(	(	PUNCT
bracis-19082	10	9	nlp	nlp	ADJ
bracis-19082	10	10	)	)	PUNCT
bracis-19082	10	11	portuguese	portuguese	ADJ
bracis-19082	10	12	problem	problem	NOUN
bracis-19082	10	13	solving	solve	VERB
bracis-19082	10	14	artificial	artificial	ADJ
bracis-19082	10	15	intelligence	intelligence	NOUN
bracis-19082	10	16	1	1	NUM
bracis-19082	10	17	introduction	introduction	NOUN
bracis-19082	10	18	developing	develop	VERB
bracis-19082	10	19	technologies	technology	NOUN
bracis-19082	10	20	and	and	CCONJ
bracis-19082	10	21	public	public	ADJ
bracis-19082	10	22	policies	policy	NOUN
bracis-19082	10	23	to	to	PART
bracis-19082	10	24	address	address	VERB
bracis-19082	10	25	the	the	DET
bracis-19082	10	26	challenges	challenge	NOUN
bracis-19082	10	27	of	of	ADP
bracis-19082	10	28	climate	climate	NOUN
bracis-19082	10	29	change	change	NOUN
bracis-19082	10	30	is	be	AUX
bracis-19082	10	31	a	a	DET
bracis-19082	10	32	multifaceted	multifaceted	ADJ
bracis-19082	10	33	task	task	NOUN
bracis-19082	10	34	.	.	PUNCT
bracis-19082	11	1	the	the	DET
bracis-19082	11	2	united	united	PROPN
bracis-19082	11	3	nations	nations	PROPN
bracis-19082	11	4	(	(	PUNCT
bracis-19082	11	5	un	un	PROPN
bracis-19082	11	6	)	)	PUNCT
bracis-19082	11	7	resolution	resolution	NOUN
bracis-19082	11	8	with	with	ADP
bracis-19082	11	9	17	17	NUM
bracis-19082	11	10	sustainable	sustainable	ADJ
bracis-19082	11	11	development	development	NOUN
bracis-19082	11	12	goals	goal	NOUN
bracis-19082	11	13	,	,	PUNCT
bracis-19082	11	14	whose	whose	DET
bracis-19082	11	15	focus	focus	NOUN
bracis-19082	11	16	is	be	AUX
bracis-19082	11	17	on	on	ADP
bracis-19082	11	18	the	the	DET
bracis-19082	11	19	protection	protection	NOUN
bracis-19082	11	20	of	of	ADP
bracis-19082	11	21	the	the	DET
bracis-19082	11	22	global	global	ADJ
bracis-19082	11	23	environment	environment	NOUN
bracis-19082	11	24	and	and	CCONJ
bracis-19082	11	25	increased	increase	VERB
bracis-19082	11	26	general	general	ADJ
bracis-19082	11	27	prosperity	prosperity	NOUN
bracis-19082	11	28	,	,	PUNCT
bracis-19082	11	29	contains	contain	VERB
bracis-19082	11	30	a	a	DET
bracis-19082	11	31	call	call	NOUN
bracis-19082	11	32	for	for	ADP
bracis-19082	11	33	“	"	PUNCT
bracis-19082	11	34	climate	climate	NOUN
bracis-19082	11	35	action	action	NOUN
bracis-19082	11	36	”	"	PUNCT
bracis-19082	11	37	,	,	PUNCT
bracis-19082	11	38	with	with	ADP
bracis-19082	11	39	five	five	NUM
bracis-19082	11	40	urgent	urgent	ADJ
bracis-19082	11	41	goals	goal	NOUN
bracis-19082	11	42	to	to	PART
bracis-19082	11	43	fight	fight	VERB
bracis-19082	11	44	climate	climate	NOUN
bracis-19082	11	45	change	change	NOUN
bracis-19082	11	46	;	;	PUNCT
bracis-19082	11	47	raising	raise	VERB
bracis-19082	11	48	collective	collective	ADJ
bracis-19082	11	49	awareness	awareness	NOUN
bracis-19082	11	50	belongs	belong	VERB
bracis-19082	11	51	to	to	ADP
bracis-19082	11	52	these	these	DET
bracis-19082	11	53	goals	goal	NOUN
bracis-19082	11	54	.	.	PUNCT
bracis-19082	12	1	brazil	brazil	PROPN
bracis-19082	12	2	has	have	VERB
bracis-19082	12	3	a	a	DET
bracis-19082	12	4	central	central	ADJ
bracis-19082	12	5	role	role	NOUN
bracis-19082	12	6	in	in	ADP
bracis-19082	12	7	that	that	DET
bracis-19082	12	8	debate	debate	NOUN
bracis-19082	12	9	as	as	SCONJ
bracis-19082	12	10	it	it	PRON
bracis-19082	12	11	has	have	VERB
bracis-19082	12	12	some	some	PRON
bracis-19082	12	13	of	of	ADP
bracis-19082	12	14	the	the	DET
bracis-19082	12	15	richest	rich	ADJ
bracis-19082	12	16	and	and	CCONJ
bracis-19082	12	17	most	most	ADV
bracis-19082	12	18	important	important	ADJ
bracis-19082	12	19	biomes	biome	NOUN
bracis-19082	12	20	in	in	ADP
bracis-19082	12	21	the	the	DET
bracis-19082	12	22	world	world	NOUN
bracis-19082	12	23	,	,	PUNCT
bracis-19082	12	24	and	and	CCONJ
bracis-19082	12	25	at	at	ADP
bracis-19082	12	26	the	the	DET
bracis-19082	12	27	same	same	ADJ
bracis-19082	12	28	time	time	NOUN
bracis-19082	12	29	,	,	PUNCT
bracis-19082	12	30	it	it	PRON
bracis-19082	12	31	faces	face	VERB
bracis-19082	12	32	difficulties	difficulty	NOUN
bracis-19082	12	33	in	in	ADP
bracis-19082	12	34	curbing	curb	VERB
bracis-19082	12	35	deforestation	deforestation	NOUN
bracis-19082	12	36	and	and	CCONJ
bracis-19082	12	37	illegal	illegal	ADJ
bracis-19082	12	38	forest	forest	NOUN
bracis-19082	12	39	fires	fire	NOUN
bracis-19082	12	40	 	 	SPACE
bracis-19082	13	1	[	[	X
bracis-19082	13	2	20	20	NUM
bracis-19082	13	3	]	]	PUNCT
bracis-19082	13	4	.	.	PUNCT
bracis-19082	14	1	there	there	PRON
bracis-19082	14	2	is	be	VERB
bracis-19082	14	3	much	much	ADJ
bracis-19082	14	4	to	to	PART
bracis-19082	14	5	be	be	AUX
bracis-19082	14	6	done	do	VERB
bracis-19082	14	7	still	still	ADV
bracis-19082	14	8	in	in	ADP
bracis-19082	14	9	informing	inform	VERB
bracis-19082	14	10	a	a	DET
bracis-19082	14	11	poorly	poorly	ADV
bracis-19082	14	12	educated	educate	VERB
bracis-19082	14	13	but	but	CCONJ
bracis-19082	14	14	interested	interested	ADJ
bracis-19082	14	15	population	population	NOUN
bracis-19082	14	16	on	on	ADP
bracis-19082	14	17	issues	issue	NOUN
bracis-19082	14	18	related	relate	VERB
bracis-19082	14	19	to	to	ADP
bracis-19082	14	20	the	the	DET
bracis-19082	14	21	environment	environment	NOUN
bracis-19082	14	22	[	[	X
bracis-19082	14	23	16	16	NUM
bracis-19082	14	24	]	]	PUNCT
bracis-19082	14	25	.	.	PUNCT
bracis-19082	15	1	we	we	PRON
bracis-19082	15	2	can	can	AUX
bracis-19082	15	3	take	take	VERB
bracis-19082	15	4	advantage	advantage	NOUN
bracis-19082	15	5	of	of	ADP
bracis-19082	15	6	the	the	DET
bracis-19082	15	7	latest	late	ADJ
bracis-19082	15	8	advances	advance	NOUN
bracis-19082	15	9	in	in	ADP
bracis-19082	15	10	natural	natural	ADJ
bracis-19082	15	11	language	language	NOUN
bracis-19082	15	12	processing	processing	NOUN
bracis-19082	15	13	(	(	PUNCT
bracis-19082	15	14	nlp	nlp	NOUN
bracis-19082	15	15	)	)	PUNCT
bracis-19082	15	16	and	and	CCONJ
bracis-19082	15	17	question	question	NOUN
bracis-19082	15	18	answering	answering	NOUN
bracis-19082	15	19	(	(	PUNCT
bracis-19082	15	20	qa	qa	PROPN
bracis-19082	15	21	)	)	PUNCT
bracis-19082	15	22	so	so	SCONJ
bracis-19082	15	23	as	as	SCONJ
bracis-19082	15	24	to	to	PART
bracis-19082	15	25	better	well	ADV
bracis-19082	15	26	inform	inform	VERB
bracis-19082	15	27	the	the	DET
bracis-19082	15	28	population	population	NOUN
bracis-19082	15	29	on	on	ADP
bracis-19082	15	30	environmental	environmental	ADJ
bracis-19082	15	31	issues	issue	NOUN
bracis-19082	15	32	.	.	PUNCT
bracis-19082	16	1	while	while	SCONJ
bracis-19082	16	2	natural	natural	ADJ
bracis-19082	16	3	language	language	NOUN
bracis-19082	16	4	processing	processing	NOUN
bracis-19082	16	5	of	of	ADP
bracis-19082	16	6	textual	textual	ADJ
bracis-19082	16	7	databases	database	NOUN
bracis-19082	16	8	has	have	AUX
bracis-19082	16	9	been	be	AUX
bracis-19082	16	10	used	use	VERB
bracis-19082	16	11	to	to	PART
bracis-19082	16	12	deal	deal	VERB
bracis-19082	16	13	with	with	ADP
bracis-19082	16	14	environmental	environmental	ADJ
bracis-19082	16	15	challenges	challenge	NOUN
bracis-19082	16	16	[	[	X
bracis-19082	16	17	3	3	NUM
bracis-19082	16	18	,	,	PUNCT
bracis-19082	16	19	8	8	NUM
bracis-19082	16	20	,	,	PUNCT
bracis-19082	16	21	12	12	NUM
bracis-19082	16	22	]	]	PUNCT
bracis-19082	16	23	,	,	PUNCT
bracis-19082	16	24	exploration	exploration	NOUN
bracis-19082	16	25	of	of	ADP
bracis-19082	16	26	such	such	ADJ
bracis-19082	16	27	databases	database	NOUN
bracis-19082	16	28	in	in	ADP
bracis-19082	16	29	brazilian	brazilian	ADJ
bracis-19082	16	30	portuguese	portuguese	PROPN
bracis-19082	16	31	remains	remain	VERB
bracis-19082	16	32	underdeveloped	underdeveloped	ADJ
bracis-19082	16	33	,	,	PUNCT
bracis-19082	16	34	to	to	PART
bracis-19082	16	35	say	say	VERB
bracis-19082	16	36	the	the	DET
bracis-19082	16	37	least	least	ADJ
bracis-19082	16	38	.	.	PUNCT
bracis-19082	17	1	on	on	ADP
bracis-19082	17	2	the	the	DET
bracis-19082	17	3	dataset	dataset	NOUN
bracis-19082	17	4	availability	availability	NOUN
bracis-19082	17	5	side	side	NOUN
bracis-19082	17	6	,	,	PUNCT
bracis-19082	17	7	[	[	X
bracis-19082	17	8	1	1	X
bracis-19082	17	9	]	]	PUNCT
bracis-19082	17	10	recently	recently	ADV
bracis-19082	17	11	released	release	VERB
bracis-19082	17	12	pirá	pirá	NOUN
bracis-19082	17	13	,	,	PUNCT
bracis-19082	17	14	the	the	DET
bracis-19082	17	15	first	first	ADJ
bracis-19082	17	16	bilingual	bilingual	ADJ
bracis-19082	17	17	portuguese	portuguese	PROPN
bracis-19082	17	18	-	-	PUNCT
bracis-19082	17	19	english	english	PROPN
bracis-19082	17	20	crowdsourced	crowdsource	VERB
bracis-19082	17	21	qa	qa	PROPN
bracis-19082	17	22	dataset	dataset	VERB
bracis-19082	17	23	about	about	ADP
bracis-19082	17	24	the	the	DET
bracis-19082	17	25	ocean	ocean	NOUN
bracis-19082	17	26	and	and	CCONJ
bracis-19082	17	27	,	,	PUNCT
bracis-19082	17	28	in	in	ADP
bracis-19082	17	29	particular	particular	ADJ
bracis-19082	17	30	,	,	PUNCT
bracis-19082	17	31	the	the	DET
bracis-19082	17	32	brazilian	brazilian	ADJ
bracis-19082	17	33	coast	coast	NOUN
bracis-19082	17	34	,	,	PUNCT
bracis-19082	17	35	based	base	VERB
bracis-19082	17	36	on	on	ADP
bracis-19082	17	37	un	un	PROPN
bracis-19082	17	38	reports	report	NOUN
bracis-19082	17	39	and	and	CCONJ
bracis-19082	17	40	abstracts	abstract	NOUN
bracis-19082	17	41	from	from	ADP
bracis-19082	17	42	scientific	scientific	ADJ
bracis-19082	17	43	papers	paper	NOUN
bracis-19082	17	44	.	.	PUNCT
bracis-19082	18	1	in	in	ADP
bracis-19082	18	2	english	english	PROPN
bracis-19082	18	3	,	,	PUNCT
bracis-19082	18	4	climate	climate	NOUN
bracis-19082	18	5	-	-	PUNCT
bracis-19082	18	6	fever	fever	NOUN
bracis-19082	18	7	is	be	AUX
bracis-19082	18	8	intended	intend	VERB
bracis-19082	18	9	to	to	PART
bracis-19082	18	10	serve	serve	VERB
bracis-19082	18	11	as	as	ADP
bracis-19082	18	12	a	a	DET
bracis-19082	18	13	fact	fact	NOUN
bracis-19082	18	14	-	-	PUNCT
bracis-19082	18	15	checking	check	VERB
bracis-19082	18	16	dataset	dataset	NOUN
bracis-19082	18	17	for	for	ADP
bracis-19082	18	18	claims	claim	NOUN
bracis-19082	18	19	related	relate	VERB
bracis-19082	18	20	to	to	ADP
bracis-19082	18	21	climate	climate	NOUN
bracis-19082	18	22	change	change	NOUN
bracis-19082	19	1	[	[	X
bracis-19082	19	2	5	5	NUM
bracis-19082	19	3	]	]	PUNCT
bracis-19082	19	4	.	.	PUNCT
bracis-19082	20	1	for	for	ADP
bracis-19082	20	2	topic	topic	NOUN
bracis-19082	20	3	detection	detection	NOUN
bracis-19082	20	4	,	,	PUNCT
bracis-19082	20	5	climatext	climatext	PROPN
bracis-19082	20	6	is	be	AUX
bracis-19082	20	7	a	a	DET
bracis-19082	20	8	dataset	dataset	NOUN
bracis-19082	20	9	that	that	PRON
bracis-19082	20	10	leverages	leverage	VERB
bracis-19082	20	11	manual	manual	ADJ
bracis-19082	20	12	annotation	annotation	NOUN
bracis-19082	20	13	of	of	ADP
bracis-19082	20	14	labels	label	NOUN
bracis-19082	20	15	on	on	ADP
bracis-19082	20	16	texts	text	NOUN
bracis-19082	20	17	extracted	extract	VERB
bracis-19082	20	18	from	from	ADP
bracis-19082	20	19	wikipedia	wikipedia	PROPN
bracis-19082	20	20	and	and	CCONJ
bracis-19082	20	21	the	the	DET
bracis-19082	20	22	official	official	ADJ
bracis-19082	20	23	u.s	u.s	PROPN
bracis-19082	20	24	.	.	PROPN
bracis-19082	20	25	documents	document	NOUN
bracis-19082	20	26	via	via	ADP
bracis-19082	20	27	active	active	ADJ
bracis-19082	20	28	learning	learning	NOUN
bracis-19082	21	1	[	[	X
bracis-19082	21	2	17	17	NUM
bracis-19082	21	3	]	]	PUNCT
bracis-19082	21	4	.	.	PUNCT
bracis-19082	22	1	furthermore	furthermore	ADV
bracis-19082	22	2	,	,	PUNCT
bracis-19082	22	3	there	there	PRON
bracis-19082	22	4	is	be	VERB
bracis-19082	22	5	a	a	DET
bracis-19082	22	6	large	large	ADJ
bracis-19082	22	7	gap	gap	NOUN
bracis-19082	22	8	in	in	ADP
bracis-19082	22	9	the	the	DET
bracis-19082	22	10	availability	availability	NOUN
bracis-19082	22	11	of	of	ADP
bracis-19082	22	12	annotated	annotate	VERB
bracis-19082	22	13	nlp	nlp	NOUN
bracis-19082	22	14	datasets	dataset	NOUN
bracis-19082	22	15	focused	focus	VERB
bracis-19082	22	16	on	on	ADP
bracis-19082	22	17	environmental	environmental	ADJ
bracis-19082	22	18	or	or	CCONJ
bracis-19082	22	19	climate	climate	NOUN
bracis-19082	22	20	issues	issue	NOUN
bracis-19082	22	21	,	,	PUNCT
bracis-19082	22	22	despite	despite	SCONJ
bracis-19082	22	23	the	the	DET
bracis-19082	22	24	urgency	urgency	NOUN
bracis-19082	22	25	of	of	ADP
bracis-19082	22	26	the	the	DET
bracis-19082	22	27	topic	topic	NOUN
bracis-19082	22	28	.	.	PUNCT
bracis-19082	23	1	in	in	ADP
bracis-19082	23	2	this	this	DET
bracis-19082	23	3	work	work	NOUN
bracis-19082	23	4	,	,	PUNCT
bracis-19082	23	5	we	we	PRON
bracis-19082	23	6	start	start	VERB
bracis-19082	23	7	to	to	PART
bracis-19082	23	8	fill	fill	VERB
bracis-19082	23	9	this	this	DET
bracis-19082	23	10	gap	gap	NOUN
bracis-19082	23	11	by	by	ADP
bracis-19082	23	12	putting	put	VERB
bracis-19082	23	13	together	together	ADV
bracis-19082	23	14	qa	qa	PROPN
bracis-19082	23	15	systems	system	NOUN
bracis-19082	23	16	that	that	PRON
bracis-19082	23	17	enhance	enhance	VERB
bracis-19082	23	18	existing	exist	VERB
bracis-19082	23	19	architectures	architecture	NOUN
bracis-19082	23	20	and	and	CCONJ
bracis-19082	23	21	that	that	PRON
bracis-19082	23	22	are	be	AUX
bracis-19082	23	23	built	build	VERB
bracis-19082	23	24	from	from	ADP
bracis-19082	23	25	a	a	DET
bracis-19082	23	26	knowledge	knowledge	NOUN
bracis-19082	23	27	base	base	NOUN
bracis-19082	23	28	(	(	PUNCT
bracis-19082	23	29	kb	kb	PROPN
bracis-19082	23	30	)	)	PUNCT
bracis-19082	23	31	consisting	consist	VERB
bracis-19082	23	32	of	of	ADP
bracis-19082	23	33	17k	17k	PROPN
bracis-19082	23	34	wikipedia	wikipedia	PROPN
bracis-19082	23	35	articles	article	NOUN
bracis-19082	23	36	in	in	ADP
bracis-19082	23	37	portuguesefootnote	portuguesefootnote	NOUN
bracis-19082	23	38	1	1	NUM
bracis-19082	23	39	and	and	CCONJ
bracis-19082	23	40	29k	29k	NUM
bracis-19082	24	1	news.footnote	news.footnote	PROPN
bracis-19082	24	2	2	2	NUM
bracis-19082	24	3	the	the	DET
bracis-19082	24	4	combination	combination	NOUN
bracis-19082	24	5	of	of	ADP
bracis-19082	24	6	encyclopedic	encyclopedic	ADJ
bracis-19082	24	7	knowledge	knowledge	NOUN
bracis-19082	24	8	and	and	CCONJ
bracis-19082	24	9	recent	recent	ADJ
bracis-19082	24	10	news	news	NOUN
bracis-19082	24	11	lets	let	VERB
bracis-19082	24	12	us	we	PRON
bracis-19082	24	13	capture	capture	VERB
bracis-19082	24	14	the	the	DET
bracis-19082	24	15	public	public	NOUN
bracis-19082	24	16	’s	’s	PART
bracis-19082	24	17	changing	change	VERB
bracis-19082	24	18	interests	interest	NOUN
bracis-19082	24	19	as	as	SCONJ
bracis-19082	24	20	they	they	PRON
bracis-19082	24	21	are	be	AUX
bracis-19082	24	22	reflected	reflect	VERB
bracis-19082	24	23	in	in	ADP
bracis-19082	24	24	newspapers	newspaper	NOUN
bracis-19082	24	25	.	.	PUNCT
bracis-19082	25	1	due	due	ADP
bracis-19082	25	2	to	to	ADP
bracis-19082	25	3	the	the	DET
bracis-19082	25	4	scarcity	scarcity	NOUN
bracis-19082	25	5	of	of	ADP
bracis-19082	25	6	qa	qa	PROPN
bracis-19082	25	7	datasets	dataset	NOUN
bracis-19082	25	8	specifically	specifically	ADV
bracis-19082	25	9	related	relate	VERB
bracis-19082	25	10	to	to	ADP
bracis-19082	25	11	environment	environment	NOUN
bracis-19082	25	12	and	and	CCONJ
bracis-19082	25	13	climate	climate	NOUN
bracis-19082	25	14	in	in	ADP
bracis-19082	25	15	brazil	brazil	PROPN
bracis-19082	25	16	and	and	CCONJ
bracis-19082	25	17	the	the	DET
bracis-19082	25	18	high	high	ADJ
bracis-19082	25	19	cost	cost	NOUN
bracis-19082	25	20	of	of	ADP
bracis-19082	25	21	manually	manually	ADV
bracis-19082	25	22	generating	generate	VERB
bracis-19082	25	23	such	such	DET
bracis-19082	25	24	a	a	DET
bracis-19082	25	25	dataset	dataset	NOUN
bracis-19082	25	26	,	,	PUNCT
bracis-19082	25	27	we	we	PRON
bracis-19082	25	28	have	have	AUX
bracis-19082	25	29	also	also	ADV
bracis-19082	25	30	filtered	filter	VERB
bracis-19082	25	31	the	the	DET
bracis-19082	25	32	paq	paq	NOUN
bracis-19082	25	33	(	(	PUNCT
bracis-19082	25	34	probably	probably	ADV
bracis-19082	25	35	asked	ask	VERB
bracis-19082	25	36	questions	question	NOUN
bracis-19082	25	37	)	)	PUNCT
bracis-19082	25	38	dataset	dataset	VERB
bracis-19082	26	1	[	[	PUNCT
bracis-19082	26	2	11	11	NUM
bracis-19082	26	3	]	]	PUNCT
bracis-19082	26	4	,	,	PUNCT
bracis-19082	26	5	a	a	DET
bracis-19082	26	6	massive	massive	ADJ
bracis-19082	26	7	open	open	ADJ
bracis-19082	26	8	-	-	PUNCT
bracis-19082	26	9	domain	domain	NOUN
bracis-19082	26	10	qa	qa	NOUN
bracis-19082	26	11	dataset	dataset	VERB
bracis-19082	26	12	with	with	ADP
bracis-19082	26	13	65	65	NUM
bracis-19082	26	14	million	million	NUM
bracis-19082	26	15	automatically	automatically	ADV
bracis-19082	26	16	-	-	PUNCT
bracis-19082	26	17	generated	generate	VERB
bracis-19082	26	18	question	question	NOUN
bracis-19082	26	19	/	/	SYM
bracis-19082	26	20	answer	answer	NOUN
bracis-19082	26	21	pairs	pair	NOUN
bracis-19082	26	22	(	(	PUNCT
bracis-19082	26	23	qa	qa	NOUN
bracis-19082	26	24	-	-	PUNCT
bracis-19082	26	25	pairs	pair	NOUN
bracis-19082	26	26	)	)	PUNCT
bracis-19082	26	27	;	;	PUNCT
bracis-19082	26	28	we	we	PRON
bracis-19082	26	29	thus	thus	ADV
bracis-19082	26	30	obtained	obtain	VERB
bracis-19082	26	31	a	a	DET
bracis-19082	26	32	large	large	ADJ
bracis-19082	26	33	set	set	NOUN
bracis-19082	26	34	of	of	ADP
bracis-19082	26	35	qa	qa	PROPN
bracis-19082	26	36	-	-	PUNCT
bracis-19082	26	37	pairs	pair	NOUN
bracis-19082	26	38	that	that	PRON
bracis-19082	26	39	was	be	AUX
bracis-19082	26	40	then	then	ADV
bracis-19082	26	41	translated	translate	VERB
bracis-19082	26	42	.	.	PUNCT
bracis-19082	27	1	we	we	PRON
bracis-19082	27	2	leverage	leverage	VERB
bracis-19082	27	3	insights	insight	NOUN
bracis-19082	27	4	from	from	ADP
bracis-19082	27	5	the	the	DET
bracis-19082	27	6	transformer	transformer	NOUN
bracis-19082	27	7	architecture	architecture	NOUN
bracis-19082	27	8	[	[	X
bracis-19082	27	9	18	18	NUM
bracis-19082	27	10	]	]	PUNCT
bracis-19082	27	11	and	and	CCONJ
bracis-19082	27	12	self	self	NOUN
bracis-19082	27	13	-	-	PUNCT
bracis-19082	27	14	attention	attention	NOUN
bracis-19082	27	15	mechanisms	mechanism	NOUN
bracis-19082	27	16	[	[	X
bracis-19082	27	17	2	2	NUM
bracis-19082	27	18	]	]	PUNCT
bracis-19082	27	19	,	,	PUNCT
bracis-19082	27	20	as	as	ADV
bracis-19082	27	21	well	well	ADV
bracis-19082	27	22	as	as	ADP
bracis-19082	27	23	insights	insight	NOUN
bracis-19082	27	24	on	on	ADP
bracis-19082	27	25	domain	domain	NOUN
bracis-19082	27	26	-	-	PUNCT
bracis-19082	27	27	specific	specific	ADJ
bracis-19082	27	28	fine	fine	ADV
bracis-19082	27	29	-	-	PUNCT
bracis-19082	27	30	tuning	tuning	NOUN
bracis-19082	27	31	[	[	X
bracis-19082	27	32	14	14	NUM
bracis-19082	27	33	]	]	PUNCT
bracis-19082	27	34	.	.	PUNCT
bracis-19082	28	1	our	our	PRON
bracis-19082	28	2	reader	reader	NOUN
bracis-19082	28	3	model	model	NOUN
bracis-19082	28	4	is	be	AUX
bracis-19082	28	5	based	base	VERB
bracis-19082	28	6	on	on	ADP
bracis-19082	28	7	ptt5	ptt5	NOUN
bracis-19082	28	8	architecture	architecture	NOUN
bracis-19082	28	9	[	[	X
bracis-19082	28	10	4	4	NUM
bracis-19082	28	11	]	]	PUNCT
bracis-19082	28	12	,	,	PUNCT
bracis-19082	28	13	a	a	DET
bracis-19082	28	14	sequence	sequence	NOUN
bracis-19082	28	15	-	-	PUNCT
bracis-19082	28	16	to	to	ADP
bracis-19082	28	17	-	-	PUNCT
bracis-19082	28	18	sequence	sequence	NOUN
bracis-19082	28	19	t5	t5	PROPN
bracis-19082	28	20	network	network	NOUN
bracis-19082	28	21	 	 	SPACE
bracis-19082	28	22	[	[	X
bracis-19082	28	23	14	14	NUM
bracis-19082	28	24	]	]	PUNCT
bracis-19082	28	25	model	model	NOUN
bracis-19082	28	26	pre	pre	VERB
bracis-19082	28	27	-	-	VERB
bracis-19082	28	28	trained	train	VERB
bracis-19082	28	29	in	in	ADP
bracis-19082	28	30	a	a	DET
bracis-19082	28	31	corpora	corpora	NOUN
bracis-19082	28	32	in	in	ADP
bracis-19082	28	33	portuguese	portuguese	PROPN
bracis-19082	28	34	.	.	PUNCT
bracis-19082	29	1	to	to	PART
bracis-19082	29	2	incorporate	incorporate	VERB
bracis-19082	29	3	the	the	DET
bracis-19082	29	4	databases	database	NOUN
bracis-19082	29	5	in	in	ADP
bracis-19082	29	6	the	the	DET
bracis-19082	29	7	production	production	NOUN
bracis-19082	29	8	of	of	ADP
bracis-19082	29	9	answers	answer	NOUN
bracis-19082	29	10	,	,	PUNCT
bracis-19082	29	11	we	we	PRON
bracis-19082	29	12	used	use	VERB
bracis-19082	29	13	the	the	DET
bracis-19082	29	14	bm25	bm25	PROPN
bracis-19082	29	15	algorithm	algorithm	NOUN
bracis-19082	29	16	 	 	SPACE
bracis-19082	30	1	[	[	X
bracis-19082	30	2	15	15	NUM
bracis-19082	30	3	]	]	PUNCT
bracis-19082	30	4	,	,	PUNCT
bracis-19082	30	5	the	the	DET
bracis-19082	30	6	state	state	NOUN
bracis-19082	30	7	-	-	PUNCT
bracis-19082	30	8	of	of	ADP
bracis-19082	30	9	-	-	PUNCT
bracis-19082	30	10	the	the	DET
bracis-19082	30	11	-	-	PUNCT
bracis-19082	30	12	art	art	NOUN
bracis-19082	30	13	in	in	ADP
bracis-19082	30	14	sparse	sparse	ADJ
bracis-19082	30	15	information	information	NOUN
bracis-19082	30	16	retrieval	retrieval	NOUN
bracis-19082	30	17	,	,	PUNCT
bracis-19082	30	18	to	to	PART
bracis-19082	30	19	add	add	VERB
bracis-19082	30	20	context	context	NOUN
bracis-19082	30	21	blocks	block	NOUN
bracis-19082	30	22	to	to	ADP
bracis-19082	30	23	the	the	DET
bracis-19082	30	24	question	question	NOUN
bracis-19082	30	25	then	then	ADV
bracis-19082	30	26	submitted	submit	VERB
bracis-19082	30	27	to	to	ADP
bracis-19082	30	28	t5	t5	PROPN
bracis-19082	30	29	for	for	ADP
bracis-19082	30	30	fine	fine	ADV
bracis-19082	30	31	-	-	PUNCT
bracis-19082	30	32	tuning	tuning	NOUN
bracis-19082	30	33	.	.	PUNCT
bracis-19082	31	1	this	this	DET
bracis-19082	31	2	dual	dual	ADJ
bracis-19082	31	3	system	system	NOUN
bracis-19082	31	4	,	,	PUNCT
bracis-19082	31	5	composed	compose	VERB
bracis-19082	31	6	of	of	ADP
bracis-19082	31	7	a	a	DET
bracis-19082	31	8	retrieval	retrieval	NOUN
bracis-19082	31	9	module	module	NOUN
bracis-19082	31	10	and	and	CCONJ
bracis-19082	31	11	a	a	DET
bracis-19082	31	12	neural	neural	ADJ
bracis-19082	31	13	reader	reader	NOUN
bracis-19082	31	14	model	model	NOUN
bracis-19082	31	15	,	,	PUNCT
bracis-19082	31	16	has	have	AUX
bracis-19082	31	17	been	be	AUX
bracis-19082	31	18	explored	explore	VERB
bracis-19082	31	19	in	in	ADP
bracis-19082	31	20	the	the	DET
bracis-19082	31	21	qa	qa	PROPN
bracis-19082	31	22	literature	literature	NOUN
bracis-19082	31	23	[	[	X
bracis-19082	31	24	7	7	NUM
bracis-19082	31	25	,	,	PUNCT
bracis-19082	31	26	10	10	NUM
bracis-19082	31	27	]	]	PUNCT
bracis-19082	31	28	and	and	CCONJ
bracis-19082	31	29	has	have	VERB
bracis-19082	31	30	some	some	DET
bracis-19082	31	31	advantages	advantage	NOUN
bracis-19082	31	32	over	over	ADP
bracis-19082	31	33	systems	system	NOUN
bracis-19082	31	34	with	with	ADP
bracis-19082	31	35	only	only	ADV
bracis-19082	31	36	a	a	DET
bracis-19082	31	37	neural	neural	ADJ
bracis-19082	31	38	module	module	NOUN
bracis-19082	31	39	.	.	PUNCT
bracis-19082	32	1	first	first	ADV
bracis-19082	32	2	,	,	PUNCT
bracis-19082	32	3	it	it	PRON
bracis-19082	32	4	reduces	reduce	VERB
bracis-19082	32	5	the	the	DET
bracis-19082	32	6	document	document	NOUN
bracis-19082	32	7	load	load	NOUN
bracis-19082	32	8	that	that	PRON
bracis-19082	32	9	the	the	DET
bracis-19082	32	10	reader	reader	NOUN
bracis-19082	32	11	needs	need	VERB
bracis-19082	32	12	to	to	PART
bracis-19082	32	13	process	process	VERB
bracis-19082	32	14	because	because	SCONJ
bracis-19082	32	15	the	the	DET
bracis-19082	32	16	retrieval	retrieval	NOUN
bracis-19082	32	17	system	system	NOUN
bracis-19082	32	18	pre	pre	VERB
bracis-19082	32	19	-	-	NOUN
bracis-19082	32	20	selects	select	VERB
bracis-19082	32	21	the	the	DET
bracis-19082	32	22	k	k	ADJ
bracis-19082	32	23	best	good	ADJ
bracis-19082	32	24	passages	passage	NOUN
bracis-19082	32	25	in	in	ADP
bracis-19082	32	26	the	the	DET
bracis-19082	32	27	corpus	corpus	NOUN
bracis-19082	32	28	before	before	ADP
bracis-19082	32	29	submitting	submit	VERB
bracis-19082	32	30	them	they	PRON
bracis-19082	32	31	further	far	ADV
bracis-19082	32	32	.	.	PUNCT
bracis-19082	33	1	second	second	ADV
bracis-19082	33	2	,	,	PUNCT
bracis-19082	33	3	the	the	DET
bracis-19082	33	4	possibility	possibility	NOUN
bracis-19082	33	5	of	of	ADP
bracis-19082	33	6	including	include	VERB
bracis-19082	33	7	new	new	ADJ
bracis-19082	33	8	factual	factual	ADJ
bracis-19082	33	9	information	information	NOUN
bracis-19082	33	10	as	as	ADP
bracis-19082	33	11	input	input	NOUN
bracis-19082	33	12	from	from	ADP
bracis-19082	33	13	the	the	DET
bracis-19082	33	14	subsequent	subsequent	ADJ
bracis-19082	33	15	reader	reader	NOUN
bracis-19082	33	16	.	.	PUNCT
bracis-19082	34	1	third	third	ADJ
bracis-19082	34	2	,	,	PUNCT
bracis-19082	34	3	it	it	PRON
bracis-19082	34	4	potentially	potentially	ADV
bracis-19082	34	5	generates	generate	VERB
bracis-19082	34	6	less	less	ADJ
bracis-19082	34	7	hallucination	hallucination	NOUN
bracis-19082	34	8	,	,	PUNCT
bracis-19082	34	9	a	a	DET
bracis-19082	34	10	very	very	ADV
bracis-19082	34	11	common	common	ADJ
bracis-19082	34	12	problem	problem	NOUN
bracis-19082	34	13	in	in	ADP
bracis-19082	34	14	text	text	NOUN
bracis-19082	34	15	generated	generate	VERB
bracis-19082	34	16	by	by	ADP
bracis-19082	34	17	neural	neural	ADJ
bracis-19082	34	18	networks	network	NOUN
bracis-19082	34	19	.	.	PUNCT
bracis-19082	35	1	in	in	ADP
bracis-19082	35	2	short	short	ADJ
bracis-19082	35	3	,	,	PUNCT
bracis-19082	35	4	our	our	PRON
bracis-19082	35	5	main	main	ADJ
bracis-19082	35	6	contribution	contribution	NOUN
bracis-19082	35	7	is	be	AUX
bracis-19082	35	8	a	a	DET
bracis-19082	35	9	qa	qa	PROPN
bracis-19082	35	10	system	system	NOUN
bracis-19082	35	11	focused	focus	VERB
bracis-19082	35	12	on	on	ADP
bracis-19082	35	13	the	the	DET
bracis-19082	35	14	environment	environment	NOUN
bracis-19082	35	15	in	in	ADP
bracis-19082	35	16	brazil	brazil	PROPN
bracis-19082	35	17	in	in	ADP
bracis-19082	35	18	portuguese	portuguese	PROPN
bracis-19082	35	19	,	,	PUNCT
bracis-19082	35	20	developed	develop	VERB
bracis-19082	35	21	in	in	ADP
bracis-19082	35	22	two	two	NUM
bracis-19082	35	23	schemes	scheme	NOUN
bracis-19082	35	24	.	.	PUNCT
bracis-19082	36	1	one	one	NUM
bracis-19082	36	2	scheme	scheme	NOUN
bracis-19082	36	3	consists	consist	VERB
bracis-19082	36	4	of	of	ADP
bracis-19082	36	5	only	only	ADV
bracis-19082	36	6	a	a	DET
bracis-19082	36	7	reader	reader	NOUN
bracis-19082	36	8	module	module	NOUN
bracis-19082	36	9	containing	contain	VERB
bracis-19082	36	10	a	a	DET
bracis-19082	36	11	language	language	NOUN
bracis-19082	36	12	model	model	NOUN
bracis-19082	36	13	;	;	PUNCT
bracis-19082	36	14	the	the	DET
bracis-19082	36	15	other	other	ADJ
bracis-19082	36	16	consists	consist	VERB
bracis-19082	36	17	of	of	ADP
bracis-19082	36	18	a	a	DET
bracis-19082	36	19	reader	reader	NOUN
bracis-19082	36	20	equipped	equip	VERB
bracis-19082	36	21	with	with	ADP
bracis-19082	36	22	a	a	DET
bracis-19082	36	23	powerful	powerful	ADJ
bracis-19082	36	24	retriever	retriever	NOUN
bracis-19082	36	25	with	with	ADP
bracis-19082	36	26	access	access	NOUN
bracis-19082	36	27	to	to	ADP
bracis-19082	36	28	documents	document	NOUN
bracis-19082	36	29	indicated	indicate	VERB
bracis-19082	36	30	previously	previously	ADV
bracis-19082	36	31	(	(	PUNCT
bracis-19082	36	32	wikipedia	wikipedia	PROPN
bracis-19082	36	33	,	,	PUNCT
bracis-19082	36	34	news	news	PROPN
bracis-19082	36	35	,	,	PUNCT
bracis-19082	36	36	etc	etc	X
bracis-19082	36	37	.	.	X
bracis-19082	36	38	)	)	PUNCT
bracis-19082	36	39	.	.	PUNCT
bracis-19082	37	1	another	another	DET
bracis-19082	37	2	contribution	contribution	NOUN
bracis-19082	37	3	is	be	AUX
bracis-19082	37	4	the	the	DET
bracis-19082	37	5	filtered	filter	VERB
bracis-19082	37	6	and	and	CCONJ
bracis-19082	37	7	translated	translate	VERB
bracis-19082	37	8	corpus	corpus	NOUN
bracis-19082	37	9	of	of	ADP
bracis-19082	37	10	qa	qa	PROPN
bracis-19082	37	11	-	-	PUNCT
bracis-19082	37	12	pairs	pair	NOUN
bracis-19082	37	13	related	relate	VERB
bracis-19082	37	14	to	to	ADP
bracis-19082	37	15	our	our	PRON
bracis-19082	37	16	domain	domain	NOUN
bracis-19082	37	17	;	;	PUNCT
bracis-19082	37	18	the	the	DET
bracis-19082	37	19	fundamental	fundamental	ADJ
bracis-19082	37	20	idea	idea	NOUN
bracis-19082	37	21	there	there	PRON
bracis-19082	37	22	was	be	VERB
bracis-19082	37	23	to	to	PART
bracis-19082	37	24	extract	extract	VERB
bracis-19082	37	25	these	these	DET
bracis-19082	37	26	pairs	pair	NOUN
bracis-19082	37	27	from	from	ADP
bracis-19082	37	28	a	a	DET
bracis-19082	37	29	massive	massive	ADJ
bracis-19082	37	30	open	open	ADJ
bracis-19082	37	31	-	-	PUNCT
bracis-19082	37	32	domain	domain	NOUN
bracis-19082	37	33	dataset	dataset	NOUN
bracis-19082	37	34	,	,	PUNCT
bracis-19082	37	35	thus	thus	ADV
bracis-19082	37	36	avoiding	avoid	VERB
bracis-19082	37	37	the	the	DET
bracis-19082	37	38	manual	manual	ADJ
bracis-19082	37	39	creation	creation	NOUN
bracis-19082	37	40	of	of	ADP
bracis-19082	37	41	a	a	DET
bracis-19082	37	42	new	new	ADJ
bracis-19082	37	43	set	set	NOUN
bracis-19082	37	44	of	of	ADP
bracis-19082	37	45	qa	qa	PROPN
bracis-19082	37	46	-	-	PUNCT
bracis-19082	37	47	pairsfootnote	pairsfootnote	ADJ
bracis-19082	37	48	3	3	NUM
bracis-19082	37	49	.	.	PUNCT
bracis-19082	37	50	as	as	ADV
bracis-19082	37	51	far	far	ADV
bracis-19082	37	52	as	as	SCONJ
bracis-19082	37	53	we	we	PRON
bracis-19082	37	54	know	know	VERB
bracis-19082	37	55	,	,	PUNCT
bracis-19082	37	56	we	we	PRON
bracis-19082	37	57	are	be	AUX
bracis-19082	37	58	the	the	DET
bracis-19082	37	59	first	first	ADJ
bracis-19082	37	60	to	to	PART
bracis-19082	37	61	design	design	VERB
bracis-19082	37	62	a	a	DET
bracis-19082	37	63	qa	qa	NOUN
bracis-19082	37	64	system	system	NOUN
bracis-19082	37	65	and	and	CCONJ
bracis-19082	37	66	a	a	DET
bracis-19082	37	67	dataset	dataset	NOUN
bracis-19082	37	68	on	on	ADP
bracis-19082	37	69	the	the	DET
bracis-19082	37	70	brazilian	brazilian	ADJ
bracis-19082	37	71	environment	environment	NOUN
bracis-19082	37	72	in	in	ADP
bracis-19082	37	73	this	this	DET
bracis-19082	37	74	way	way	NOUN
bracis-19082	37	75	.	.	PUNCT
bracis-19082	38	1	in	in	ADP
bracis-19082	38	2	the	the	DET
bracis-19082	38	3	following	follow	VERB
bracis-19082	38	4	sections	section	NOUN
bracis-19082	38	5	,	,	PUNCT
bracis-19082	38	6	we	we	PRON
bracis-19082	38	7	explain	explain	VERB
bracis-19082	38	8	how	how	SCONJ
bracis-19082	38	9	the	the	DET
bracis-19082	38	10	models	model	NOUN
bracis-19082	38	11	work	work	VERB
bracis-19082	38	12	and	and	CCONJ
bracis-19082	38	13	which	which	DET
bracis-19082	38	14	settings	setting	NOUN
bracis-19082	38	15	we	we	PRON
bracis-19082	38	16	used	use	VERB
bracis-19082	38	17	in	in	ADP
bracis-19082	38	18	our	our	PRON
bracis-19082	38	19	experiments	experiment	NOUN
bracis-19082	38	20	.	.	PUNCT
bracis-19082	39	1	we	we	PRON
bracis-19082	39	2	describe	describe	VERB
bracis-19082	39	3	the	the	DET
bracis-19082	39	4	process	process	NOUN
bracis-19082	39	5	of	of	ADP
bracis-19082	39	6	building	building	NOUN
bracis-19082	39	7	and	and	CCONJ
bracis-19082	39	8	filtering	filter	VERB
bracis-19082	39	9	the	the	DET
bracis-19082	39	10	knowledge	knowledge	NOUN
bracis-19082	39	11	bases	basis	NOUN
bracis-19082	39	12	:	:	PUNCT
bracis-19082	39	13	wikipedia	wikipedia	PROPN
bracis-19082	39	14	categories	category	NOUN
bracis-19082	39	15	in	in	ADP
bracis-19082	39	16	portuguese	portuguese	PROPN
bracis-19082	39	17	,	,	PUNCT
bracis-19082	39	18	and	and	CCONJ
bracis-19082	39	19	newspaper	newspaper	NOUN
bracis-19082	39	20	content	content	NOUN
bracis-19082	39	21	.	.	PUNCT
bracis-19082	40	1	we	we	PRON
bracis-19082	40	2	also	also	ADV
bracis-19082	40	3	explain	explain	VERB
bracis-19082	40	4	how	how	SCONJ
bracis-19082	40	5	we	we	PRON
bracis-19082	40	6	enhanced	enhance	VERB
bracis-19082	40	7	our	our	PRON
bracis-19082	40	8	qa	qa	PROPN
bracis-19082	40	9	dataset	dataset	VERB
bracis-19082	40	10	on	on	ADP
bracis-19082	40	11	the	the	DET
bracis-19082	40	12	environment	environment	NOUN
bracis-19082	40	13	of	of	ADP
bracis-19082	40	14	brazil	brazil	PROPN
bracis-19082	40	15	using	use	VERB
bracis-19082	40	16	a	a	DET
bracis-19082	40	17	massive	massive	ADJ
bracis-19082	40	18	open	open	ADJ
bracis-19082	40	19	-	-	PUNCT
bracis-19082	40	20	domain	domain	NOUN
bracis-19082	40	21	qa	qa	NOUN
bracis-19082	40	22	dataset	dataset	NOUN
bracis-19082	40	23	.	.	PUNCT
bracis-19082	41	1	then	then	ADV
bracis-19082	41	2	we	we	PRON
bracis-19082	41	3	present	present	VERB
bracis-19082	41	4	the	the	DET
bracis-19082	41	5	different	different	ADJ
bracis-19082	41	6	experiments	experiment	NOUN
bracis-19082	41	7	we	we	PRON
bracis-19082	41	8	ran	run	VERB
bracis-19082	41	9	,	,	PUNCT
bracis-19082	41	10	discuss	discuss	VERB
bracis-19082	41	11	the	the	DET
bracis-19082	41	12	main	main	ADJ
bracis-19082	41	13	results	result	NOUN
bracis-19082	41	14	,	,	PUNCT
bracis-19082	41	15	and	and	CCONJ
bracis-19082	41	16	analyze	analyze	VERB
bracis-19082	41	17	possible	possible	ADJ
bracis-19082	41	18	improvements	improvement	NOUN
bracis-19082	41	19	as	as	ADP
bracis-19082	41	20	future	future	ADJ
bracis-19082	41	21	work	work	NOUN
bracis-19082	41	22	.	.	PUNCT
bracis-19082	42	1	fig	fig	NOUN
bracis-19082	42	2	.	.	PUNCT
bracis-19082	43	1	1	1	X
bracis-19082	43	2	.	.	X
bracis-19082	43	3	qa	qa	NOUN
bracis-19082	43	4	system	system	NOUN
bracis-19082	43	5	with	with	ADP
bracis-19082	43	6	only	only	ADJ
bracis-19082	43	7	ptt5	ptt5	NOUN
bracis-19082	43	8	as	as	ADP
bracis-19082	43	9	a	a	DET
bracis-19082	43	10	reader	reader	NOUN
bracis-19082	43	11	,	,	PUNCT
bracis-19082	43	12	without	without	ADP
bracis-19082	43	13	a	a	DET
bracis-19082	43	14	retriever	retriever	NOUN
bracis-19082	43	15	module	module	NOUN
bracis-19082	43	16	.	.	PUNCT
bracis-19082	44	1	two	two	NUM
bracis-19082	44	2	versions	version	NOUN
bracis-19082	44	3	of	of	ADP
bracis-19082	44	4	this	this	DET
bracis-19082	44	5	reader	reader	NOUN
bracis-19082	44	6	were	be	AUX
bracis-19082	44	7	tested	test	VERB
bracis-19082	44	8	:	:	PUNCT
bracis-19082	44	9	(	(	PUNCT
bracis-19082	44	10	a	a	X
bracis-19082	44	11	)	)	PUNCT
bracis-19082	44	12	without	without	ADP
bracis-19082	44	13	fine	fine	ADV
bracis-19082	44	14	-	-	PUNCT
bracis-19082	44	15	tuning	tuning	NOUN
bracis-19082	44	16	,	,	PUNCT
bracis-19082	44	17	in	in	ADP
bracis-19082	44	18	which	which	PRON
bracis-19082	44	19	the	the	DET
bracis-19082	44	20	model	model	NOUN
bracis-19082	44	21	could	could	AUX
bracis-19082	44	22	only	only	ADV
bracis-19082	44	23	rely	rely	VERB
bracis-19082	44	24	on	on	ADP
bracis-19082	44	25	knowledge	knowledge	NOUN
bracis-19082	44	26	saved	save	VERB
bracis-19082	44	27	in	in	ADP
bracis-19082	44	28	the	the	DET
bracis-19082	44	29	network	network	NOUN
bracis-19082	44	30	’s	’s	PART
bracis-19082	44	31	own	own	ADJ
bracis-19082	44	32	weights	weight	NOUN
bracis-19082	44	33	(	(	PUNCT
bracis-19082	44	34	b	b	NOUN
bracis-19082	44	35	)	)	PUNCT
bracis-19082	44	36	another	another	PRON
bracis-19082	44	37	with	with	ADP
bracis-19082	44	38	fine	fine	ADV
bracis-19082	44	39	-	-	PUNCT
bracis-19082	44	40	tuning	tuning	NOUN
bracis-19082	44	41	on	on	ADP
bracis-19082	44	42	the	the	DET
bracis-19082	44	43	qa	qa	PROPN
bracis-19082	44	44	-	-	PUNCT
bracis-19082	44	45	pair	pair	NOUN
bracis-19082	44	46	training	training	NOUN
bracis-19082	44	47	set	set	NOUN
bracis-19082	44	48	.	.	PUNCT
bracis-19082	45	1	full	full	ADJ
bracis-19082	45	2	size	size	NOUN
bracis-19082	45	3	image	image	NOUN
bracis-19082	45	4	fig	fig	NOUN
bracis-19082	45	5	.	.	PUNCT
bracis-19082	46	1	2	2	X
bracis-19082	46	2	.	.	X
bracis-19082	46	3	qa	qa	NOUN
bracis-19082	46	4	system	system	NOUN
bracis-19082	46	5	with	with	ADP
bracis-19082	46	6	both	both	CCONJ
bracis-19082	46	7	the	the	DET
bracis-19082	46	8	retriever	retriever	NOUN
bracis-19082	46	9	(	(	PUNCT
bracis-19082	46	10	bm25	bm25	PROPN
bracis-19082	46	11	)	)	PUNCT
bracis-19082	46	12	and	and	CCONJ
bracis-19082	46	13	the	the	DET
bracis-19082	46	14	reader	reader	NOUN
bracis-19082	46	15	(	(	PUNCT
bracis-19082	46	16	ptt5	ptt5	PROPN
bracis-19082	46	17	)	)	PUNCT
bracis-19082	46	18	modules	module	NOUN
bracis-19082	46	19	working	work	VERB
bracis-19082	46	20	together	together	ADV
bracis-19082	46	21	.	.	PUNCT
bracis-19082	47	1	again	again	ADV
bracis-19082	47	2	,	,	PUNCT
bracis-19082	47	3	two	two	NUM
bracis-19082	47	4	versions	version	NOUN
bracis-19082	47	5	of	of	ADP
bracis-19082	47	6	this	this	DET
bracis-19082	47	7	system	system	NOUN
bracis-19082	47	8	were	be	AUX
bracis-19082	47	9	tested	test	VERB
bracis-19082	47	10	:	:	PUNCT
bracis-19082	47	11	(	(	PUNCT
bracis-19082	47	12	a	a	X
bracis-19082	47	13	)	)	PUNCT
bracis-19082	47	14	without	without	ADP
bracis-19082	47	15	fine	fine	ADV
bracis-19082	47	16	-	-	PUNCT
bracis-19082	47	17	tuning	tune	VERB
bracis-19082	47	18	(	(	PUNCT
bracis-19082	47	19	b	b	NOUN
bracis-19082	47	20	)	)	PUNCT
bracis-19082	47	21	with	with	ADP
bracis-19082	47	22	fine	fine	ADV
bracis-19082	47	23	-	-	PUNCT
bracis-19082	47	24	tuning	tuning	NOUN
bracis-19082	47	25	on	on	ADP
bracis-19082	47	26	the	the	DET
bracis-19082	47	27	qa	qa	PROPN
bracis-19082	47	28	-	-	PUNCT
bracis-19082	47	29	pair	pair	NOUN
bracis-19082	47	30	training	training	NOUN
bracis-19082	47	31	set	set	NOUN
bracis-19082	47	32	.	.	PUNCT
bracis-19082	48	1	full	full	ADJ
bracis-19082	48	2	size	size	NOUN
bracis-19082	48	3	image	image	NOUN
bracis-19082	48	4	2	2	NUM
bracis-19082	48	5	models	model	NOUN
bracis-19082	48	6	and	and	CCONJ
bracis-19082	48	7	 	 	SPACE
bracis-19082	48	8	architectures	architecture	NOUN
bracis-19082	48	9	in	in	ADP
bracis-19082	48	10	this	this	DET
bracis-19082	48	11	work	work	NOUN
bracis-19082	48	12	,	,	PUNCT
bracis-19082	48	13	we	we	PRON
bracis-19082	48	14	have	have	VERB
bracis-19082	48	15	two	two	NUM
bracis-19082	48	16	basic	basic	ADJ
bracis-19082	48	17	model	model	NOUN
bracis-19082	48	18	architectures	architecture	NOUN
bracis-19082	48	19	.	.	PUNCT
bracis-19082	49	1	the	the	DET
bracis-19082	49	2	first	first	ADJ
bracis-19082	49	3	one	one	NUM
bracis-19082	49	4	is	be	AUX
bracis-19082	49	5	illustrated	illustrate	VERB
bracis-19082	49	6	in	in	ADP
bracis-19082	49	7	fig	fig	NOUN
bracis-19082	49	8	.	.	PUNCT
bracis-19082	49	9	 	 	SPACE
bracis-19082	50	1	1	1	NUM
bracis-19082	50	2	:	:	PUNCT
bracis-19082	50	3	without	without	ADP
bracis-19082	50	4	any	any	DET
bracis-19082	50	5	additional	additional	ADJ
bracis-19082	50	6	supporting	support	VERB
bracis-19082	50	7	documents	document	NOUN
bracis-19082	50	8	,	,	PUNCT
bracis-19082	50	9	the	the	DET
bracis-19082	50	10	model	model	NOUN
bracis-19082	50	11	answers	answer	VERB
bracis-19082	50	12	the	the	DET
bracis-19082	50	13	posed	pose	VERB
bracis-19082	50	14	question	question	NOUN
bracis-19082	50	15	by	by	ADP
bracis-19082	50	16	only	only	ADV
bracis-19082	50	17	accessing	access	VERB
bracis-19082	50	18	the	the	DET
bracis-19082	50	19	information	information	NOUN
bracis-19082	50	20	stored	store	VERB
bracis-19082	50	21	in	in	ADP
bracis-19082	50	22	its	its	PRON
bracis-19082	50	23	own	own	ADJ
bracis-19082	50	24	parameters	parameter	NOUN
bracis-19082	50	25	.	.	PUNCT
bracis-19082	51	1	we	we	PRON
bracis-19082	51	2	call	call	VERB
bracis-19082	51	3	this	this	DET
bracis-19082	51	4	architecture	architecture	NOUN
bracis-19082	51	5	a	a	DET
bracis-19082	51	6	reader	reader	NOUN
bracis-19082	51	7	-	-	PUNCT
bracis-19082	51	8	only	only	ADV
bracis-19082	51	9	one	one	NUM
bracis-19082	51	10	.	.	PUNCT
bracis-19082	52	1	so	so	ADV
bracis-19082	52	2	,	,	PUNCT
bracis-19082	52	3	for	for	ADP
bracis-19082	52	4	each	each	DET
bracis-19082	52	5	question	question	NOUN
bracis-19082	52	6	\(q_j\	\(q_j\	NOUN
bracis-19082	52	7	)	)	PUNCT
bracis-19082	52	8	,	,	PUNCT
bracis-19082	52	9	the	the	DET
bracis-19082	52	10	reader	reader	NOUN
bracis-19082	52	11	generates	generate	VERB
bracis-19082	52	12	another	another	DET
bracis-19082	52	13	sequence	sequence	NOUN
bracis-19082	52	14	,	,	PUNCT
bracis-19082	52	15	the	the	DET
bracis-19082	52	16	answer	answer	NOUN
bracis-19082	52	17	,	,	PUNCT
bracis-19082	52	18	\(a_j\	\(a_j\	PROPN
bracis-19082	52	19	)	)	PUNCT
bracis-19082	52	20	.	.	PUNCT
bracis-19082	53	1	the	the	DET
bracis-19082	53	2	reader	reader	NOUN
bracis-19082	53	3	can	can	AUX
bracis-19082	53	4	thus	thus	ADV
bracis-19082	53	5	answer	answer	VERB
bracis-19082	53	6	questions	question	NOUN
bracis-19082	53	7	without	without	ADP
bracis-19082	53	8	text	text	NOUN
bracis-19082	53	9	support	support	NOUN
bracis-19082	53	10	;	;	PUNCT
bracis-19082	53	11	in	in	ADP
bracis-19082	53	12	our	our	PRON
bracis-19082	53	13	implementation	implementation	NOUN
bracis-19082	53	14	,	,	PUNCT
bracis-19082	53	15	it	it	PRON
bracis-19082	53	16	is	be	AUX
bracis-19082	53	17	based	base	VERB
bracis-19082	53	18	on	on	ADP
bracis-19082	53	19	t5	t5	PROPN
bracis-19082	53	20	,	,	PUNCT
bracis-19082	53	21	a	a	DET
bracis-19082	53	22	language	language	NOUN
bracis-19082	53	23	model	model	NOUN
bracis-19082	53	24	that	that	PRON
bracis-19082	53	25	can	can	AUX
bracis-19082	53	26	generate	generate	VERB
bracis-19082	53	27	its	its	PRON
bracis-19082	53	28	own	own	ADJ
bracis-19082	53	29	responses	response	NOUN
bracis-19082	53	30	from	from	ADP
bracis-19082	53	31	scratch	scratch	NOUN
bracis-19082	53	32	(	(	PUNCT
bracis-19082	53	33	that	that	ADV
bracis-19082	53	34	is	is	ADV
bracis-19082	53	35	,	,	PUNCT
bracis-19082	53	36	it	it	PRON
bracis-19082	53	37	does	do	AUX
bracis-19082	53	38	not	not	PART
bracis-19082	53	39	rely	rely	VERB
bracis-19082	53	40	on	on	ADP
bracis-19082	53	41	extracting	extract	VERB
bracis-19082	53	42	it	it	PRON
bracis-19082	53	43	from	from	ADP
bracis-19082	53	44	a	a	DET
bracis-19082	53	45	passage	passage	NOUN
bracis-19082	53	46	of	of	ADP
bracis-19082	53	47	text	text	NOUN
bracis-19082	53	48	)	)	PUNCT
bracis-19082	53	49	.	.	PUNCT
bracis-19082	54	1	in	in	ADP
bracis-19082	54	2	the	the	DET
bracis-19082	54	3	second	second	ADJ
bracis-19082	54	4	architecture	architecture	NOUN
bracis-19082	54	5	,	,	PUNCT
bracis-19082	54	6	we	we	PRON
bracis-19082	54	7	add	add	VERB
bracis-19082	54	8	a	a	DET
bracis-19082	54	9	retriever	retriever	NOUN
bracis-19082	54	10	module	module	NOUN
bracis-19082	54	11	before	before	ADP
bracis-19082	54	12	the	the	DET
bracis-19082	54	13	reader	reader	NOUN
bracis-19082	54	14	.	.	PUNCT
bracis-19082	55	1	in	in	ADP
bracis-19082	55	2	this	this	DET
bracis-19082	55	3	case	case	NOUN
bracis-19082	55	4	,	,	PUNCT
bracis-19082	55	5	the	the	DET
bracis-19082	55	6	reader	reader	NOUN
bracis-19082	55	7	has	have	VERB
bracis-19082	55	8	access	access	NOUN
bracis-19082	55	9	to	to	ADP
bracis-19082	55	10	an	an	DET
bracis-19082	55	11	external	external	ADJ
bracis-19082	55	12	knowledge	knowledge	NOUN
bracis-19082	55	13	base	base	NOUN
bracis-19082	55	14	,	,	PUNCT
bracis-19082	55	15	in	in	ADP
bracis-19082	55	16	addition	addition	NOUN
bracis-19082	55	17	to	to	ADP
bracis-19082	55	18	the	the	DET
bracis-19082	55	19	information	information	NOUN
bracis-19082	55	20	saved	save	VERB
bracis-19082	55	21	in	in	ADP
bracis-19082	55	22	its	its	PRON
bracis-19082	55	23	parameters	parameter	NOUN
bracis-19082	55	24	.	.	PUNCT
bracis-19082	56	1	we	we	PRON
bracis-19082	56	2	resorted	resort	VERB
bracis-19082	56	3	to	to	ADP
bracis-19082	56	4	wikipedia	wikipedia	PROPN
bracis-19082	56	5	and	and	CCONJ
bracis-19082	56	6	news	news	NOUN
bracis-19082	56	7	from	from	ADP
bracis-19082	56	8	mainstream	mainstream	NOUN
bracis-19082	56	9	newspapers	newspaper	NOUN
bracis-19082	56	10	.	.	PUNCT
bracis-19082	57	1	for	for	ADP
bracis-19082	57	2	each	each	DET
bracis-19082	57	3	question	question	NOUN
bracis-19082	57	4	\(q_j\	\(q_j\	NOUN
bracis-19082	57	5	)	)	PUNCT
bracis-19082	57	6	,	,	PUNCT
bracis-19082	57	7	the	the	DET
bracis-19082	57	8	retriever	retriever	NOUN
bracis-19082	57	9	searches	search	VERB
bracis-19082	57	10	for	for	ADP
bracis-19082	57	11	the	the	DET
bracis-19082	57	12	most	most	ADV
bracis-19082	57	13	relevant	relevant	ADJ
bracis-19082	57	14	k	k	PROPN
bracis-19082	57	15	passages	passage	NOUN
bracis-19082	57	16	\(\{p_1	\(\{p_1	NOUN
bracis-19082	57	17	,	,	PUNCT
bracis-19082	57	18	p_2	p_2	PROPN
bracis-19082	57	19	,	,	PUNCT
bracis-19082	57	20	...	...	PUNCT
bracis-19082	57	21	,	,	PUNCT
bracis-19082	57	22	p_k\}\	p_k\}\	ADP
bracis-19082	57	23	)	)	PUNCT
bracis-19082	57	24	in	in	ADP
bracis-19082	57	25	the	the	DET
bracis-19082	57	26	corpus	corpus	NOUN
bracis-19082	57	27	.	.	PUNCT
bracis-19082	58	1	then	then	ADV
bracis-19082	58	2	the	the	DET
bracis-19082	58	3	original	original	ADJ
bracis-19082	58	4	question	question	NOUN
bracis-19082	58	5	is	be	AUX
bracis-19082	58	6	concatenated	concatenate	VERB
bracis-19082	58	7	to	to	ADP
bracis-19082	58	8	these	these	DET
bracis-19082	58	9	passages	passage	NOUN
bracis-19082	58	10	,	,	PUNCT
bracis-19082	58	11	producing	produce	VERB
bracis-19082	58	12	a	a	DET
bracis-19082	58	13	reformulated	reformulate	VERB
bracis-19082	58	14	question	question	NOUN
bracis-19082	58	15	\(q_j'=	\(q_j'=	ADP
bracis-19082	58	16	[	[	X
bracis-19082	58	17	q_j	q_j	INTJ
bracis-19082	58	18	,	,	PUNCT
bracis-19082	58	19	p_1	p_1	NOUN
bracis-19082	58	20	,	,	PUNCT
bracis-19082	58	21	p_2	p_2	PROPN
bracis-19082	58	22	,	,	PUNCT
bracis-19082	58	23	...	...	PUNCT
bracis-19082	58	24	,	,	PUNCT
bracis-19082	58	25	p_k]\	p_k]\	ADJ
bracis-19082	58	26	)	)	PUNCT
bracis-19082	58	27	,	,	PUNCT
bracis-19082	58	28	which	which	PRON
bracis-19082	58	29	,	,	PUNCT
bracis-19082	58	30	finally	finally	ADV
bracis-19082	58	31	,	,	PUNCT
bracis-19082	58	32	serves	serve	VERB
bracis-19082	58	33	as	as	ADP
bracis-19082	58	34	input	input	NOUN
bracis-19082	58	35	to	to	ADP
bracis-19082	58	36	the	the	DET
bracis-19082	58	37	reader	reader	NOUN
bracis-19082	58	38	,	,	PUNCT
bracis-19082	58	39	in	in	ADP
bracis-19082	58	40	place	place	NOUN
bracis-19082	58	41	of	of	ADP
bracis-19082	58	42	\(q_j\	\(q_j\	NOUN
bracis-19082	58	43	)	)	PUNCT
bracis-19082	58	44	,	,	PUNCT
bracis-19082	58	45	to	to	PART
bracis-19082	58	46	generate	generate	VERB
bracis-19082	58	47	an	an	DET
bracis-19082	58	48	answer	answer	NOUN
bracis-19082	58	49	\(a_j\	\(a_j\	NOUN
bracis-19082	58	50	)	)	PUNCT
bracis-19082	58	51	.	.	PUNCT
bracis-19082	59	1	the	the	DET
bracis-19082	59	2	scheme	scheme	NOUN
bracis-19082	59	3	is	be	AUX
bracis-19082	59	4	represented	represent	VERB
bracis-19082	59	5	in	in	ADP
bracis-19082	59	6	fig	fig	NOUN
bracis-19082	59	7	.	.	PUNCT
bracis-19082	59	8	 	 	SPACE
bracis-19082	60	1	2	2	NUM
bracis-19082	60	2	.	.	PUNCT
bracis-19082	60	3	in	in	ADP
bracis-19082	60	4	either	either	DET
bracis-19082	60	5	case	case	NOUN
bracis-19082	60	6	,	,	PUNCT
bracis-19082	60	7	the	the	DET
bracis-19082	60	8	reader	reader	NOUN
bracis-19082	60	9	may	may	AUX
bracis-19082	60	10	or	or	CCONJ
bracis-19082	60	11	may	may	AUX
bracis-19082	60	12	not	not	PART
bracis-19082	60	13	be	be	AUX
bracis-19082	60	14	fine	fine	ADV
bracis-19082	60	15	-	-	PUNCT
bracis-19082	60	16	tuned	tune	VERB
bracis-19082	60	17	with	with	ADP
bracis-19082	60	18	the	the	DET
bracis-19082	60	19	qa	qa	NOUN
bracis-19082	60	20	-	-	PUNCT
bracis-19082	60	21	pairs	pair	NOUN
bracis-19082	60	22	\((q_j	\((q_j	ADJ
bracis-19082	60	23	,	,	PUNCT
bracis-19082	60	24	a_j)\	a_j)\	NOUN
bracis-19082	60	25	)	)	PUNCT
bracis-19082	60	26	from	from	ADP
bracis-19082	60	27	the	the	DET
bracis-19082	60	28	problem	problem	NOUN
bracis-19082	60	29	domain	domain	NOUN
bracis-19082	60	30	.	.	PUNCT
bracis-19082	61	1	this	this	PRON
bracis-19082	61	2	is	be	AUX
bracis-19082	61	3	expressed	express	VERB
bracis-19082	61	4	by	by	ADP
bracis-19082	61	5	options	option	NOUN
bracis-19082	61	6	(	(	PUNCT
bracis-19082	61	7	b	b	NOUN
bracis-19082	61	8	)	)	PUNCT
bracis-19082	61	9	and	and	CCONJ
bracis-19082	61	10	(	(	PUNCT
bracis-19082	61	11	a	a	X
bracis-19082	61	12	)	)	PUNCT
bracis-19082	61	13	presented	present	VERB
bracis-19082	61	14	at	at	ADP
bracis-19082	61	15	the	the	DET
bracis-19082	61	16	bottom	bottom	NOUN
bracis-19082	61	17	of	of	ADP
bracis-19082	61	18	the	the	DET
bracis-19082	61	19	figs	fig	NOUN
bracis-19082	61	20	.	.	PUNCT
bracis-19082	61	21	 	 	SPACE
bracis-19082	61	22	1	1	NUM
bracis-19082	61	23	and	and	CCONJ
bracis-19082	61	24	2	2	NUM
bracis-19082	61	25	.	.	X
bracis-19082	62	1	we	we	PRON
bracis-19082	62	2	next	next	ADV
bracis-19082	62	3	discuss	discuss	VERB
bracis-19082	62	4	in	in	ADP
bracis-19082	62	5	more	more	ADJ
bracis-19082	62	6	detail	detail	NOUN
bracis-19082	62	7	the	the	DET
bracis-19082	62	8	technical	technical	ADJ
bracis-19082	62	9	aspects	aspect	NOUN
bracis-19082	62	10	of	of	ADP
bracis-19082	62	11	the	the	DET
bracis-19082	62	12	reader	reader	NOUN
bracis-19082	62	13	and	and	CCONJ
bracis-19082	62	14	the	the	DET
bracis-19082	62	15	retriever	retriever	NOUN
bracis-19082	62	16	we	we	PRON
bracis-19082	62	17	have	have	AUX
bracis-19082	62	18	implemented	implement	VERB
bracis-19082	62	19	.	.	PUNCT
bracis-19082	63	1	2.1	2.1	NUM
bracis-19082	63	2	bm25	bm25	PROPN
bracis-19082	63	3	as	as	ADP
bracis-19082	63	4	 	 	SPACE
bracis-19082	63	5	the	the	DET
bracis-19082	63	6	 	 	SPACE
bracis-19082	63	7	retriever	retriever	NOUN
bracis-19082	63	8	bm25	bm25	PROPN
bracis-19082	63	9	[	[	X
bracis-19082	63	10	15	15	NUM
bracis-19082	63	11	]	]	X
bracis-19082	63	12	is	be	AUX
bracis-19082	63	13	an	an	DET
bracis-19082	63	14	algorithm	algorithm	NOUN
bracis-19082	63	15	that	that	PRON
bracis-19082	63	16	estimates	estimate	VERB
bracis-19082	63	17	the	the	DET
bracis-19082	63	18	relevance	relevance	NOUN
bracis-19082	63	19	of	of	ADP
bracis-19082	63	20	documents	document	NOUN
bracis-19082	63	21	from	from	ADP
bracis-19082	63	22	a	a	DET
bracis-19082	63	23	set	set	NOUN
bracis-19082	63	24	given	give	VERB
bracis-19082	63	25	a	a	DET
bracis-19082	63	26	query	query	NOUN
bracis-19082	63	27	.	.	PUNCT
bracis-19082	64	1	it	it	PRON
bracis-19082	64	2	is	be	AUX
bracis-19082	64	3	the	the	DET
bracis-19082	64	4	state	state	NOUN
bracis-19082	64	5	-	-	PUNCT
bracis-19082	64	6	of	of	ADP
bracis-19082	64	7	-	-	PUNCT
bracis-19082	64	8	the	the	DET
bracis-19082	64	9	-	-	PUNCT
bracis-19082	64	10	art	art	NOUN
bracis-19082	64	11	sparse	sparse	ADJ
bracis-19082	64	12	retrieval	retrieval	NOUN
bracis-19082	64	13	technique	technique	NOUN
bracis-19082	64	14	,	,	PUNCT
bracis-19082	64	15	defined	define	VERB
bracis-19082	64	16	as	as	ADP
bracis-19082	64	17	a	a	DET
bracis-19082	64	18	function	function	NOUN
bracis-19082	64	19	of	of	ADP
bracis-19082	64	20	query	query	NOUN
bracis-19082	64	21	terms	term	NOUN
bracis-19082	64	22	frequency	frequency	NOUN
bracis-19082	64	23	,	,	PUNCT
bracis-19082	64	24	document	document	NOUN
bracis-19082	64	25	length	length	NOUN
bracis-19082	64	26	,	,	PUNCT
bracis-19082	64	27	average	average	ADJ
bracis-19082	64	28	document	document	NOUN
bracis-19082	64	29	length	length	NOUN
bracis-19082	64	30	,	,	PUNCT
bracis-19082	64	31	and	and	CCONJ
bracis-19082	64	32	the	the	DET
bracis-19082	64	33	number	number	NOUN
bracis-19082	64	34	of	of	ADP
bracis-19082	64	35	documents	document	NOUN
bracis-19082	64	36	containing	contain	VERB
bracis-19082	64	37	the	the	DET
bracis-19082	64	38	query	query	NOUN
bracis-19082	64	39	term	term	NOUN
bracis-19082	64	40	.	.	PUNCT
bracis-19082	65	1	we	we	PRON
bracis-19082	65	2	applied	apply	VERB
bracis-19082	65	3	bm25	bm25	PROPN
bracis-19082	65	4	to	to	PART
bracis-19082	65	5	retrieve	retrieve	VERB
bracis-19082	65	6	sentences	sentence	NOUN
bracis-19082	65	7	of	of	ADP
bracis-19082	65	8	about	about	ADV
bracis-19082	65	9	100	100	NUM
bracis-19082	65	10	words	word	NOUN
bracis-19082	65	11	from	from	ADP
bracis-19082	65	12	all	all	DET
bracis-19082	65	13	sentences	sentence	NOUN
bracis-19082	65	14	of	of	ADP
bracis-19082	65	15	the	the	DET
bracis-19082	65	16	kb	kb	PROPN
bracis-19082	65	17	.	.	PUNCT
bracis-19082	66	1	the	the	DET
bracis-19082	66	2	query	query	NOUN
bracis-19082	66	3	is	be	AUX
bracis-19082	66	4	defined	define	VERB
bracis-19082	66	5	as	as	ADP
bracis-19082	66	6	the	the	DET
bracis-19082	66	7	posed	pose	VERB
bracis-19082	66	8	question	question	NOUN
bracis-19082	66	9	\(q_j\	\(q_j\	NOUN
bracis-19082	66	10	)	)	PUNCT
bracis-19082	66	11	.	.	PUNCT
bracis-19082	67	1	2.2	2.2	NUM
bracis-19082	67	2	ptt5	ptt5	NOUN
bracis-19082	67	3	as	as	ADP
bracis-19082	67	4	 	 	SPACE
bracis-19082	67	5	the	the	DET
bracis-19082	67	6	 	 	SPACE
bracis-19082	67	7	reader	reader	NOUN
bracis-19082	67	8	ptt5	ptt5	PROPN
bracis-19082	67	9	[	[	X
bracis-19082	67	10	4	4	NUM
bracis-19082	67	11	]	]	PUNCT
bracis-19082	67	12	,	,	PUNCT
bracis-19082	67	13	an	an	DET
bracis-19082	67	14	encoder	encoder	NOUN
bracis-19082	67	15	-	-	PUNCT
bracis-19082	67	16	decoder	decoder	NOUN
bracis-19082	67	17	transformer	transformer	NOUN
bracis-19082	67	18	,	,	PUNCT
bracis-19082	67	19	was	be	AUX
bracis-19082	67	20	pre	pre	VERB
bracis-19082	67	21	-	-	VERB
bracis-19082	67	22	trained	train	VERB
bracis-19082	67	23	on	on	ADP
bracis-19082	67	24	the	the	DET
bracis-19082	67	25	brwac	brwac	ADJ
bracis-19082	67	26	brazilian	brazilian	ADJ
bracis-19082	67	27	portuguese	portuguese	ADJ
bracis-19082	67	28	website	website	NOUN
bracis-19082	67	29	corpus	corpus	NOUN
bracis-19082	67	30	[	[	X
bracis-19082	67	31	19	19	NUM
bracis-19082	67	32	]	]	PUNCT
bracis-19082	67	33	for	for	ADP
bracis-19082	67	34	the	the	DET
bracis-19082	67	35	task	task	NOUN
bracis-19082	67	36	of	of	ADP
bracis-19082	67	37	masked	masked	ADJ
bracis-19082	67	38	language	language	NOUN
bracis-19082	67	39	modeling	modeling	NOUN
bracis-19082	67	40	,	,	PUNCT
bracis-19082	67	41	where	where	SCONJ
bracis-19082	67	42	tokens	token	NOUN
bracis-19082	67	43	from	from	ADP
bracis-19082	67	44	the	the	DET
bracis-19082	67	45	corpus	corpus	NOUN
bracis-19082	67	46	are	be	AUX
bracis-19082	67	47	masked	mask	VERB
bracis-19082	67	48	so	so	SCONJ
bracis-19082	67	49	that	that	SCONJ
bracis-19082	67	50	the	the	DET
bracis-19082	67	51	model	model	NOUN
bracis-19082	67	52	has	have	VERB
bracis-19082	67	53	to	to	PART
bracis-19082	67	54	predict	predict	VERB
bracis-19082	67	55	them	they	PRON
bracis-19082	67	56	.	.	PUNCT
bracis-19082	68	1	the	the	DET
bracis-19082	68	2	model	model	NOUN
bracis-19082	68	3	is	be	AUX
bracis-19082	68	4	based	base	VERB
bracis-19082	68	5	on	on	ADP
bracis-19082	68	6	t5	t5	PROPN
bracis-19082	68	7	,	,	PUNCT
bracis-19082	68	8	which	which	PRON
bracis-19082	68	9	is	be	AUX
bracis-19082	68	10	derived	derive	VERB
bracis-19082	68	11	from	from	ADP
bracis-19082	68	12	the	the	DET
bracis-19082	68	13	original	original	ADJ
bracis-19082	68	14	encoder	encoder	NOUN
bracis-19082	68	15	-	-	PUNCT
bracis-19082	68	16	decoder	decoder	NOUN
bracis-19082	68	17	transformer	transformer	NOUN
bracis-19082	68	18	by	by	ADP
bracis-19082	68	19	vaswani	vaswani	PROPN
bracis-19082	68	20	et	et	PROPN
bracis-19082	68	21	al	al	PROPN
bracis-19082	68	22	.	.	PUNCT
bracis-19082	69	1	[	[	X
bracis-19082	69	2	18	18	NUM
bracis-19082	69	3	]	]	PUNCT
bracis-19082	69	4	,	,	PUNCT
bracis-19082	69	5	characterized	characterize	VERB
bracis-19082	69	6	by	by	ADP
bracis-19082	69	7	several	several	ADJ
bracis-19082	69	8	blocks	block	NOUN
bracis-19082	69	9	of	of	ADP
bracis-19082	69	10	self	self	NOUN
bracis-19082	69	11	-	-	PUNCT
bracis-19082	69	12	attention	attention	NOUN
bracis-19082	69	13	layers	layer	NOUN
bracis-19082	69	14	concatenated	concatenate	VERB
bracis-19082	69	15	to	to	ADP
bracis-19082	69	16	feed	feed	NOUN
bracis-19082	69	17	-	-	PUNCT
bracis-19082	69	18	forward	forward	NOUN
bracis-19082	69	19	networks	network	NOUN
bracis-19082	69	20	.	.	PUNCT
bracis-19082	70	1	we	we	PRON
bracis-19082	70	2	applied	apply	VERB
bracis-19082	70	3	the	the	DET
bracis-19082	70	4	“	"	PUNCT
bracis-19082	70	5	base	base	NOUN
bracis-19082	70	6	”	"	PUNCT
bracis-19082	70	7	version	version	NOUN
bracis-19082	70	8	of	of	ADP
bracis-19082	70	9	ptt5	ptt5	NOUN
bracis-19082	70	10	with	with	ADP
bracis-19082	70	11	a	a	DET
bracis-19082	70	12	portuguese	portuguese	ADJ
bracis-19082	70	13	vocabularyfootnote	vocabularyfootnote	NOUN
bracis-19082	70	14	4	4	NUM
bracis-19082	70	15	,	,	PUNCT
bracis-19082	70	16	with	with	ADP
bracis-19082	70	17	12	12	NUM
bracis-19082	70	18	layers	layer	NOUN
bracis-19082	70	19	and	and	CCONJ
bracis-19082	70	20	12	12	NUM
bracis-19082	70	21	attention	attention	NOUN
bracis-19082	70	22	heads	head	NOUN
bracis-19082	70	23	,	,	PUNCT
bracis-19082	70	24	with	with	ADP
bracis-19082	70	25	a	a	DET
bracis-19082	70	26	total	total	NOUN
bracis-19082	70	27	of	of	ADP
bracis-19082	70	28	220	220	NUM
bracis-19082	70	29	m	m	NOUN
bracis-19082	70	30	trainable	trainable	ADJ
bracis-19082	70	31	parameters	parameter	NOUN
bracis-19082	70	32	.	.	PUNCT
bracis-19082	71	1	3	3	NUM
bracis-19082	71	2	dataset	dataset	NOUN
bracis-19082	71	3	generation	generation	NOUN
bracis-19082	71	4	we	we	PRON
bracis-19082	71	5	built	build	VERB
bracis-19082	71	6	a	a	DET
bracis-19082	71	7	dataset	dataset	NOUN
bracis-19082	71	8	based	base	VERB
bracis-19082	71	9	on	on	ADP
bracis-19082	71	10	a	a	DET
bracis-19082	71	11	set	set	NOUN
bracis-19082	71	12	of	of	ADP
bracis-19082	71	13	textual	textual	ADJ
bracis-19082	71	14	documents	document	NOUN
bracis-19082	71	15	and	and	CCONJ
bracis-19082	71	16	a	a	DET
bracis-19082	71	17	set	set	NOUN
bracis-19082	71	18	of	of	ADP
bracis-19082	71	19	qa	qa	NOUN
bracis-19082	71	20	-	-	PUNCT
bracis-19082	71	21	pairs	pair	NOUN
bracis-19082	71	22	.	.	PUNCT
bracis-19082	72	1	the	the	DET
bracis-19082	72	2	kb	kb	PROPN
bracis-19082	72	3	has	have	VERB
bracis-19082	72	4	two	two	NUM
bracis-19082	72	5	main	main	ADJ
bracis-19082	72	6	sources	source	NOUN
bracis-19082	72	7	of	of	ADP
bracis-19082	72	8	texts	text	NOUN
bracis-19082	72	9	,	,	PUNCT
bracis-19082	72	10	the	the	DET
bracis-19082	72	11	brazilian	brazilian	ADJ
bracis-19082	72	12	portuguese	portuguese	PROPN
bracis-19082	72	13	wikipedia	wikipedia	PROPN
bracis-19082	72	14	,	,	PUNCT
bracis-19082	72	15	and	and	CCONJ
bracis-19082	72	16	newspapers	newspaper	NOUN
bracis-19082	72	17	.	.	PUNCT
bracis-19082	73	1	we	we	PRON
bracis-19082	73	2	describe	describe	VERB
bracis-19082	73	3	next	next	ADV
bracis-19082	73	4	how	how	SCONJ
bracis-19082	73	5	they	they	PRON
bracis-19082	73	6	were	be	AUX
bracis-19082	73	7	collected	collect	VERB
bracis-19082	73	8	(	(	PUNCT
bracis-19082	73	9	as	as	SCONJ
bracis-19082	73	10	depicted	depict	VERB
bracis-19082	73	11	in	in	ADP
bracis-19082	73	12	fig	fig	NOUN
bracis-19082	73	13	.	.	PUNCT
bracis-19082	73	14	 	 	SPACE
bracis-19082	73	15	3	3	NUM
bracis-19082	73	16	)	)	PUNCT
bracis-19082	73	17	.	.	PUNCT
bracis-19082	74	1	fig	fig	NOUN
bracis-19082	74	2	.	.	PUNCT
bracis-19082	75	1	3	3	X
bracis-19082	75	2	.	.	PUNCT
bracis-19082	75	3	to	to	PART
bracis-19082	75	4	build	build	VERB
bracis-19082	75	5	the	the	DET
bracis-19082	75	6	kbs	kbs	PROPN
bracis-19082	75	7	(	(	PUNCT
bracis-19082	75	8	upper	upper	ADJ
bracis-19082	75	9	blue	blue	ADJ
bracis-19082	75	10	section	section	NOUN
bracis-19082	75	11	)	)	PUNCT
bracis-19082	75	12	,	,	PUNCT
bracis-19082	75	13	wikipedia	wikipedia	PROPN
bracis-19082	75	14	articles	article	NOUN
bracis-19082	75	15	in	in	ADP
bracis-19082	75	16	portuguese	portuguese	NOUN
bracis-19082	75	17	from	from	ADP
bracis-19082	75	18	the	the	DET
bracis-19082	75	19	category	category	NOUN
bracis-19082	75	20	“	"	PUNCT
bracis-19082	75	21	environment	environment	NOUN
bracis-19082	75	22	of	of	ADP
bracis-19082	75	23	brazil	brazil	PROPN
bracis-19082	75	24	”	"	PUNCT
bracis-19082	75	25	were	be	AUX
bracis-19082	75	26	processed	process	VERB
bracis-19082	75	27	,	,	PUNCT
bracis-19082	75	28	filtered	filter	VERB
bracis-19082	75	29	and	and	CCONJ
bracis-19082	75	30	loaded	load	VERB
bracis-19082	75	31	into	into	ADP
bracis-19082	75	32	a	a	DET
bracis-19082	75	33	database	database	NOUN
bracis-19082	75	34	(	(	PUNCT
bracis-19082	75	35	1	1	NUM
bracis-19082	75	36	)	)	PUNCT
bracis-19082	75	37	;	;	PUNCT
bracis-19082	75	38	newspaper	newspaper	NOUN
bracis-19082	75	39	news	news	NOUN
bracis-19082	75	40	were	be	AUX
bracis-19082	75	41	filtered	filter	VERB
bracis-19082	75	42	by	by	ADP
bracis-19082	75	43	keyword	keyword	NOUN
bracis-19082	75	44	,	,	PUNCT
bracis-19082	75	45	scraped	scrape	VERB
bracis-19082	75	46	and	and	CCONJ
bracis-19082	75	47	also	also	ADV
bracis-19082	75	48	loaded	load	VERB
bracis-19082	75	49	into	into	ADP
bracis-19082	75	50	a	a	DET
bracis-19082	75	51	database	database	NOUN
bracis-19082	75	52	(	(	PUNCT
bracis-19082	75	53	2	2	NUM
bracis-19082	75	54	)	)	PUNCT
bracis-19082	75	55	.	.	PUNCT
bracis-19082	76	1	finally	finally	ADV
bracis-19082	76	2	,	,	PUNCT
bracis-19082	76	3	the	the	DET
bracis-19082	76	4	two	two	NUM
bracis-19082	76	5	databases	database	NOUN
bracis-19082	76	6	were	be	AUX
bracis-19082	76	7	integrated	integrate	VERB
bracis-19082	76	8	and	and	CCONJ
bracis-19082	76	9	shuffled	shuffle	VERB
bracis-19082	76	10	to	to	PART
bracis-19082	76	11	produce	produce	VERB
bracis-19082	76	12	a	a	DET
bracis-19082	76	13	third	third	ADJ
bracis-19082	76	14	database	database	NOUN
bracis-19082	76	15	(	(	PUNCT
bracis-19082	76	16	3	3	NUM
bracis-19082	76	17	)	)	PUNCT
bracis-19082	76	18	,	,	PUNCT
bracis-19082	76	19	the	the	DET
bracis-19082	76	20	“	"	PUNCT
bracis-19082	76	21	full	full	ADJ
bracis-19082	76	22	”	"	PUNCT
bracis-19082	76	23	version	version	NOUN
bracis-19082	76	24	.	.	PUNCT
bracis-19082	77	1	all	all	DET
bracis-19082	77	2	three	three	NUM
bracis-19082	77	3	were	be	AUX
bracis-19082	77	4	used	use	VERB
bracis-19082	77	5	in	in	ADP
bracis-19082	77	6	different	different	ADJ
bracis-19082	77	7	experiments	experiment	NOUN
bracis-19082	77	8	.	.	PUNCT
bracis-19082	78	1	at	at	ADP
bracis-19082	78	2	the	the	DET
bracis-19082	78	3	bottom	bottom	NOUN
bracis-19082	78	4	of	of	ADP
bracis-19082	78	5	the	the	DET
bracis-19082	78	6	figure	figure	NOUN
bracis-19082	78	7	(	(	PUNCT
bracis-19082	78	8	orange	orange	PROPN
bracis-19082	78	9	section	section	PROPN
bracis-19082	78	10	)	)	PUNCT
bracis-19082	78	11	,	,	PUNCT
bracis-19082	78	12	the	the	DET
bracis-19082	78	13	paq	paq	NOUN
bracis-19082	78	14	filtering	filtering	NOUN
bracis-19082	78	15	process	process	NOUN
bracis-19082	78	16	,	,	PUNCT
bracis-19082	78	17	qa	qa	PROPN
bracis-19082	78	18	massive	massive	ADJ
bracis-19082	78	19	open	open	ADJ
bracis-19082	78	20	-	-	PUNCT
bracis-19082	78	21	domain	domain	NOUN
bracis-19082	78	22	dataset	dataset	NOUN
bracis-19082	78	23	,	,	PUNCT
bracis-19082	78	24	is	be	AUX
bracis-19082	78	25	described	describe	VERB
bracis-19082	78	26	.	.	PUNCT
bracis-19082	79	1	using	use	VERB
bracis-19082	79	2	regex	regex	PROPN
bracis-19082	79	3	with	with	ADP
bracis-19082	79	4	key	key	ADJ
bracis-19082	79	5	phrases	phrase	NOUN
bracis-19082	79	6	related	relate	VERB
bracis-19082	79	7	to	to	ADP
bracis-19082	79	8	the	the	DET
bracis-19082	79	9	environment	environment	NOUN
bracis-19082	79	10	in	in	ADP
bracis-19082	79	11	brazil	brazil	PROPN
bracis-19082	79	12	,	,	PUNCT
bracis-19082	79	13	we	we	PRON
bracis-19082	79	14	filtered	filter	VERB
bracis-19082	79	15	14k	14k	NOUN
bracis-19082	79	16	qa	qa	NOUN
bracis-19082	79	17	-	-	PUNCT
bracis-19082	79	18	pairs	pair	NOUN
bracis-19082	79	19	and	and	CCONJ
bracis-19082	79	20	then	then	ADV
bracis-19082	79	21	translated	translate	VERB
bracis-19082	79	22	them	they	PRON
bracis-19082	79	23	into	into	ADP
bracis-19082	79	24	portuguese	portuguese	NOUN
bracis-19082	79	25	using	use	VERB
bracis-19082	79	26	google	google	PROPN
bracis-19082	79	27	translation	translation	NOUN
bracis-19082	79	28	api	api	NOUN
bracis-19082	79	29	(	(	PUNCT
bracis-19082	79	30	4	4	NUM
bracis-19082	79	31	)	)	PUNCT
bracis-19082	79	32	.	.	PUNCT
bracis-19082	80	1	(	(	PUNCT
bracis-19082	80	2	color	color	NOUN
bracis-19082	80	3	figure	figure	NOUN
bracis-19082	80	4	online	online	ADV
bracis-19082	80	5	)	)	PUNCT
bracis-19082	80	6	full	full	ADJ
bracis-19082	80	7	size	size	NOUN
bracis-19082	80	8	image	image	NOUN
bracis-19082	80	9	3.1	3.1	NUM
bracis-19082	80	10	filtering	filter	VERB
bracis-19082	80	11	articles	article	NOUN
bracis-19082	80	12	from	from	ADP
bracis-19082	80	13	 	 	SPACE
bracis-19082	80	14	wikipedia	wikipedia	PROPN
bracis-19082	80	15	in	in	ADP
bracis-19082	80	16	 	 	SPACE
bracis-19082	80	17	portuguese	portuguese	PROPN
bracis-19082	80	18	wikipedia	wikipedia	PROPN
bracis-19082	80	19	is	be	AUX
bracis-19082	80	20	divided	divide	VERB
bracis-19082	80	21	in	in	ADP
bracis-19082	80	22	such	such	DET
bracis-19082	80	23	a	a	DET
bracis-19082	80	24	way	way	NOUN
bracis-19082	80	25	that	that	PRON
bracis-19082	80	26	articles	article	NOUN
bracis-19082	80	27	are	be	AUX
bracis-19082	80	28	associated	associate	VERB
bracis-19082	80	29	with	with	ADP
bracis-19082	80	30	categories	category	NOUN
bracis-19082	80	31	.	.	PUNCT
bracis-19082	81	1	a	a	DET
bracis-19082	81	2	category	category	NOUN
bracis-19082	81	3	,	,	PUNCT
bracis-19082	81	4	on	on	ADP
bracis-19082	81	5	the	the	DET
bracis-19082	81	6	other	other	ADJ
bracis-19082	81	7	hand	hand	NOUN
bracis-19082	81	8	,	,	PUNCT
bracis-19082	81	9	is	be	AUX
bracis-19082	81	10	associated	associate	VERB
bracis-19082	81	11	with	with	ADP
bracis-19082	81	12	articles	article	NOUN
bracis-19082	81	13	and	and	CCONJ
bracis-19082	81	14	other	other	ADJ
bracis-19082	81	15	categories	category	NOUN
bracis-19082	81	16	that	that	PRON
bracis-19082	81	17	restrict	restrict	VERB
bracis-19082	81	18	even	even	ADV
bracis-19082	81	19	more	more	ADV
bracis-19082	81	20	the	the	DET
bracis-19082	81	21	subject	subject	NOUN
bracis-19082	81	22	,	,	PUNCT
bracis-19082	81	23	called	call	VERB
bracis-19082	81	24	subcategories	subcategorie	NOUN
bracis-19082	81	25	.	.	PUNCT
bracis-19082	82	1	to	to	PART
bracis-19082	82	2	access	access	VERB
bracis-19082	82	3	this	this	DET
bracis-19082	82	4	information	information	NOUN
bracis-19082	82	5	,	,	PUNCT
bracis-19082	82	6	a	a	DET
bracis-19082	82	7	sql	sql	NOUN
bracis-19082	82	8	table	table	NOUN
bracis-19082	82	9	associating	associate	VERB
bracis-19082	82	10	article	article	NOUN
bracis-19082	82	11	and	and	CCONJ
bracis-19082	82	12	subcategory	subcategory	ADJ
bracis-19082	82	13	identifiers	identifier	NOUN
bracis-19082	82	14	to	to	ADP
bracis-19082	82	15	category	category	NOUN
bracis-19082	82	16	names	name	NOUN
bracis-19082	82	17	is	be	AUX
bracis-19082	82	18	available	available	ADJ
bracis-19082	82	19	for	for	ADP
bracis-19082	82	20	download	download	NOUN
bracis-19082	82	21	at	at	ADP
bracis-19082	82	22	wikimedia	wikimedia	NOUN
bracis-19082	82	23	’s	’s	PART
bracis-19082	82	24	dumps	dump	NOUN
bracis-19082	82	25	page.footnote	page.footnote	NOUN
bracis-19082	82	26	5	5	NUM
bracis-19082	82	27	thus	thus	ADV
bracis-19082	82	28	,	,	PUNCT
bracis-19082	82	29	to	to	PART
bracis-19082	82	30	obtain	obtain	VERB
bracis-19082	82	31	several	several	ADJ
bracis-19082	82	32	articles	article	NOUN
bracis-19082	82	33	associated	associate	VERB
bracis-19082	82	34	with	with	ADP
bracis-19082	82	35	the	the	DET
bracis-19082	82	36	brazilian	brazilian	ADJ
bracis-19082	82	37	environment	environment	NOUN
bracis-19082	82	38	,	,	PUNCT
bracis-19082	82	39	we	we	PRON
bracis-19082	82	40	applied	apply	VERB
bracis-19082	82	41	a	a	DET
bracis-19082	82	42	recursive	recursive	ADJ
bracis-19082	82	43	script	script	NOUN
bracis-19082	82	44	that	that	PRON
bracis-19082	82	45	performs	perform	VERB
bracis-19082	82	46	a	a	DET
bracis-19082	82	47	breadth	breadth	NOUN
bracis-19082	82	48	-	-	PUNCT
bracis-19082	82	49	first	first	ADJ
bracis-19082	82	50	search	search	NOUN
bracis-19082	82	51	of	of	ADP
bracis-19082	82	52	articles	article	NOUN
bracis-19082	82	53	on	on	ADP
bracis-19082	82	54	subcategories	subcategorie	NOUN
bracis-19082	82	55	,	,	PUNCT
bracis-19082	82	56	starting	start	VERB
bracis-19082	82	57	from	from	ADP
bracis-19082	82	58	an	an	DET
bracis-19082	82	59	arbitrary	arbitrary	ADJ
bracis-19082	82	60	category	category	NOUN
bracis-19082	82	61	title	title	NOUN
bracis-19082	82	62	.	.	PUNCT
bracis-19082	83	1	the	the	DET
bracis-19082	83	2	algorithm	algorithm	NOUN
bracis-19082	83	3	stops	stop	VERB
bracis-19082	83	4	when	when	SCONJ
bracis-19082	83	5	the	the	DET
bracis-19082	83	6	desired	desire	VERB
bracis-19082	83	7	number	number	NOUN
bracis-19082	83	8	of	of	ADP
bracis-19082	83	9	articles	article	NOUN
bracis-19082	83	10	is	be	AUX
bracis-19082	83	11	reached	reach	VERB
bracis-19082	83	12	.	.	PUNCT
bracis-19082	84	1	we	we	PRON
bracis-19082	84	2	searched	search	VERB
bracis-19082	84	3	by	by	ADP
bracis-19082	84	4	taking	take	VERB
bracis-19082	84	5	the	the	DET
bracis-19082	84	6	starting	starting	NOUN
bracis-19082	84	7	point	point	NOUN
bracis-19082	84	8	“	"	PUNCT
bracis-19082	84	9	environment	environment	NOUN
bracis-19082	84	10	of	of	ADP
bracis-19082	84	11	brazil	brazil	PROPN
bracis-19082	84	12	”	"	PUNCT
bracis-19082	84	13	(	(	PUNCT
bracis-19082	84	14	freely	freely	ADV
bracis-19082	84	15	translated	translate	VERB
bracis-19082	84	16	from	from	ADP
bracis-19082	84	17	“	"	PUNCT
bracis-19082	84	18	meio	meio	PROPN
bracis-19082	84	19	ambiente	ambiente	PROPN
bracis-19082	84	20	do	do	AUX
bracis-19082	84	21	brasil	brasil	PROPN
bracis-19082	84	22	”	"	PUNCT
bracis-19082	84	23	)	)	PUNCT
bracis-19082	84	24	and	and	CCONJ
bracis-19082	84	25	obtained	obtain	VERB
bracis-19082	84	26	17k	17k	PROPN
bracis-19082	84	27	wikipedia	wikipedia	PROPN
bracis-19082	84	28	articles	article	NOUN
bracis-19082	84	29	associated	associate	VERB
bracis-19082	84	30	with	with	ADP
bracis-19082	84	31	the	the	DET
bracis-19082	84	32	subject	subject	NOUN
bracis-19082	84	33	(	(	PUNCT
bracis-19082	84	34	hereafter	hereafter	ADV
bracis-19082	84	35	abbreviated	abbreviate	VERB
bracis-19082	84	36	as	as	ADP
bracis-19082	84	37	“	"	PUNCT
bracis-19082	84	38	wiki	wiki	NOUN
bracis-19082	84	39	”	"	PUNCT
bracis-19082	84	40	for	for	ADP
bracis-19082	84	41	simplicity	simplicity	NOUN
bracis-19082	84	42	)	)	PUNCT
bracis-19082	84	43	.	.	PUNCT
bracis-19082	85	1	3.2	3.2	NUM
bracis-19082	85	2	scraping	scrape	VERB
bracis-19082	85	3	and	and	CCONJ
bracis-19082	85	4	 	 	SPACE
bracis-19082	85	5	filtering	filter	VERB
bracis-19082	85	6	news	news	NOUN
bracis-19082	85	7	from	from	ADP
bracis-19082	85	8	 	 	SPACE
bracis-19082	85	9	the	the	DET
bracis-19082	85	10	 	 	SPACE
bracis-19082	85	11	biggest	big	ADJ
bracis-19082	85	12	brazilian	brazilian	ADJ
bracis-19082	85	13	newspapers	newspaper	NOUN
bracis-19082	85	14	to	to	PART
bracis-19082	85	15	build	build	VERB
bracis-19082	85	16	the	the	DET
bracis-19082	85	17	news	news	NOUN
bracis-19082	85	18	base	base	NOUN
bracis-19082	85	19	,	,	PUNCT
bracis-19082	85	20	we	we	PRON
bracis-19082	85	21	scraped	scrape	VERB
bracis-19082	85	22	and	and	CCONJ
bracis-19082	85	23	processed	process	VERB
bracis-19082	85	24	news	news	NOUN
bracis-19082	85	25	linked	link	VERB
bracis-19082	85	26	to	to	ADP
bracis-19082	85	27	pre	pre	VERB
bracis-19082	85	28	-	-	ADJ
bracis-19082	85	29	selected	select	VERB
bracis-19082	85	30	keywords	keyword	NOUN
bracis-19082	85	31	in	in	ADP
bracis-19082	85	32	the	the	DET
bracis-19082	85	33	three	three	NUM
bracis-19082	85	34	biggest	big	ADJ
bracis-19082	85	35	newspapers	newspaper	NOUN
bracis-19082	85	36	in	in	ADP
bracis-19082	85	37	the	the	DET
bracis-19082	85	38	country	country	NOUN
bracis-19082	85	39	:	:	PUNCT
bracis-19082	85	40	folha	folha	NOUN
bracis-19082	85	41	de	de	X
bracis-19082	85	42	s.paulo	s.paulo	NOUN
bracis-19082	85	43	,	,	PUNCT
bracis-19082	85	44	estadão	estadão	NOUN
bracis-19082	85	45	and	and	CCONJ
bracis-19082	85	46	o	o	NOUN
bracis-19082	85	47	globo	globo	NOUN
bracis-19082	85	48	.	.	PUNCT
bracis-19082	86	1	due	due	ADP
bracis-19082	86	2	to	to	ADP
bracis-19082	86	3	the	the	DET
bracis-19082	86	4	limited	limited	ADJ
bracis-19082	86	5	value	value	NOUN
bracis-19082	86	6	of	of	ADP
bracis-19082	86	7	this	this	DET
bracis-19082	86	8	type	type	NOUN
bracis-19082	86	9	of	of	ADP
bracis-19082	86	10	text	text	NOUN
bracis-19082	86	11	over	over	ADP
bracis-19082	86	12	time	time	NOUN
bracis-19082	86	13	,	,	PUNCT
bracis-19082	86	14	we	we	PRON
bracis-19082	86	15	kept	keep	VERB
bracis-19082	86	16	only	only	ADJ
bracis-19082	86	17	news	news	NOUN
bracis-19082	86	18	from	from	ADP
bracis-19082	86	19	january	january	PROPN
bracis-19082	86	20	2018	2018	NUM
bracis-19082	86	21	on	on	ADP
bracis-19082	86	22	,	,	PUNCT
bracis-19082	86	23	as	as	SCONJ
bracis-19082	86	24	this	this	PRON
bracis-19082	86	25	is	be	AUX
bracis-19082	86	26	the	the	DET
bracis-19082	86	27	beginning	beginning	NOUN
bracis-19082	86	28	of	of	ADP
bracis-19082	86	29	the	the	DET
bracis-19082	86	30	current	current	ADJ
bracis-19082	86	31	federal	federal	ADJ
bracis-19082	86	32	government	government	NOUN
bracis-19082	86	33	in	in	ADP
bracis-19082	86	34	brazil	brazil	PROPN
bracis-19082	86	35	.	.	PUNCT
bracis-19082	87	1	we	we	PRON
bracis-19082	87	2	downloaded	download	VERB
bracis-19082	87	3	the	the	DET
bracis-19082	87	4	headline	headline	NOUN
bracis-19082	87	5	and	and	CCONJ
bracis-19082	87	6	body	body	NOUN
bracis-19082	87	7	of	of	ADP
bracis-19082	87	8	each	each	DET
bracis-19082	87	9	article	article	NOUN
bracis-19082	87	10	and	and	CCONJ
bracis-19082	87	11	,	,	PUNCT
bracis-19082	87	12	after	after	ADP
bracis-19082	87	13	final	final	ADJ
bracis-19082	87	14	cleaning	cleaning	NOUN
bracis-19082	87	15	and	and	CCONJ
bracis-19082	87	16	pre	pre	ADJ
bracis-19082	87	17	-	-	ADJ
bracis-19082	87	18	processing	processing	NOUN
bracis-19082	87	19	,	,	PUNCT
bracis-19082	87	20	we	we	PRON
bracis-19082	87	21	ended	end	VERB
bracis-19082	87	22	up	up	ADP
bracis-19082	87	23	with	with	ADP
bracis-19082	87	24	29k	29k	PROPN
bracis-19082	87	25	news	news	PROPN
bracis-19082	87	26	(	(	PUNCT
bracis-19082	87	27	we	we	PRON
bracis-19082	87	28	will	will	AUX
bracis-19082	87	29	refer	refer	VERB
bracis-19082	87	30	to	to	ADP
bracis-19082	87	31	this	this	DET
bracis-19082	87	32	database	database	NOUN
bracis-19082	87	33	as	as	ADP
bracis-19082	87	34	“	"	PUNCT
bracis-19082	87	35	news	news	NOUN
bracis-19082	87	36	”	"	PUNCT
bracis-19082	87	37	)	)	PUNCT
bracis-19082	87	38	.	.	PUNCT
bracis-19082	88	1	to	to	PART
bracis-19082	88	2	select	select	VERB
bracis-19082	88	3	the	the	DET
bracis-19082	88	4	news	news	NOUN
bracis-19082	88	5	that	that	PRON
bracis-19082	88	6	would	would	AUX
bracis-19082	88	7	be	be	AUX
bracis-19082	88	8	scraped	scrape	VERB
bracis-19082	88	9	,	,	PUNCT
bracis-19082	88	10	we	we	PRON
bracis-19082	88	11	first	first	ADV
bracis-19082	88	12	carefully	carefully	ADV
bracis-19082	88	13	crafted	craft	VERB
bracis-19082	88	14	a	a	DET
bracis-19082	88	15	list	list	NOUN
bracis-19082	88	16	of	of	ADP
bracis-19082	88	17	keywords	keyword	NOUN
bracis-19082	88	18	that	that	PRON
bracis-19082	88	19	are	be	AUX
bracis-19082	88	20	strongly	strongly	ADV
bracis-19082	88	21	related	relate	VERB
bracis-19082	88	22	to	to	ADP
bracis-19082	88	23	the	the	DET
bracis-19082	88	24	environment	environment	NOUN
bracis-19082	88	25	in	in	ADP
bracis-19082	88	26	the	the	DET
bracis-19082	88	27	country	country	NOUN
bracis-19082	88	28	.	.	PUNCT
bracis-19082	89	1	we	we	PRON
bracis-19082	89	2	then	then	ADV
bracis-19082	89	3	use	use	VERB
bracis-19082	89	4	the	the	DET
bracis-19082	89	5	native	native	ADJ
bracis-19082	89	6	search	search	NOUN
bracis-19082	89	7	engines	engine	NOUN
bracis-19082	89	8	on	on	ADP
bracis-19082	89	9	each	each	DET
bracis-19082	89	10	newspaper	newspaper	NOUN
bracis-19082	89	11	’s	’s	PART
bracis-19082	89	12	website	website	NOUN
bracis-19082	89	13	to	to	PART
bracis-19082	89	14	inject	inject	VERB
bracis-19082	89	15	these	these	DET
bracis-19082	89	16	keywords	keyword	NOUN
bracis-19082	89	17	,	,	PUNCT
bracis-19082	89	18	list	list	VERB
bracis-19082	89	19	the	the	DET
bracis-19082	89	20	search	search	NOUN
bracis-19082	89	21	results	result	NOUN
bracis-19082	89	22	,	,	PUNCT
bracis-19082	89	23	and	and	CCONJ
bracis-19082	89	24	download	download	VERB
bracis-19082	89	25	them	they	PRON
bracis-19082	89	26	via	via	ADP
bracis-19082	89	27	webscraping	webscrape	VERB
bracis-19082	89	28	techniques	technique	NOUN
bracis-19082	89	29	.	.	PUNCT
bracis-19082	90	1	to	to	PART
bracis-19082	90	2	minimize	minimize	VERB
bracis-19082	90	3	the	the	DET
bracis-19082	90	4	number	number	NOUN
bracis-19082	90	5	of	of	ADP
bracis-19082	90	6	false	false	ADJ
bracis-19082	90	7	positives	positive	NOUN
bracis-19082	90	8	,	,	PUNCT
bracis-19082	90	9	i.e.	i.e.	X
bracis-19082	90	10	news	news	NOUN
bracis-19082	90	11	that	that	PRON
bracis-19082	90	12	is	be	AUX
bracis-19082	90	13	related	relate	VERB
bracis-19082	90	14	to	to	ADP
bracis-19082	90	15	a	a	DET
bracis-19082	90	16	certain	certain	ADJ
bracis-19082	90	17	keyword	keyword	NOUN
bracis-19082	90	18	but	but	CCONJ
bracis-19082	90	19	is	be	AUX
bracis-19082	90	20	linked	link	VERB
bracis-19082	90	21	to	to	ADP
bracis-19082	90	22	news	news	NOUN
bracis-19082	90	23	from	from	ADP
bracis-19082	90	24	a	a	DET
bracis-19082	90	25	different	different	ADJ
bracis-19082	90	26	subject	subject	NOUN
bracis-19082	90	27	that	that	PRON
bracis-19082	90	28	is	be	AUX
bracis-19082	90	29	not	not	PART
bracis-19082	90	30	of	of	ADP
bracis-19082	90	31	our	our	PRON
bracis-19082	90	32	interest	interest	NOUN
bracis-19082	90	33	,	,	PUNCT
bracis-19082	90	34	we	we	PRON
bracis-19082	90	35	also	also	ADV
bracis-19082	90	36	excluded	exclude	VERB
bracis-19082	90	37	articles	article	NOUN
bracis-19082	90	38	related	relate	VERB
bracis-19082	90	39	to	to	ADP
bracis-19082	90	40	a	a	DET
bracis-19082	90	41	set	set	NOUN
bracis-19082	90	42	of	of	ADP
bracis-19082	90	43	specific	specific	ADJ
bracis-19082	90	44	words	word	NOUN
bracis-19082	90	45	for	for	ADP
bracis-19082	90	46	some	some	DET
bracis-19082	90	47	keywords	keyword	NOUN
bracis-19082	90	48	.	.	PUNCT
bracis-19082	91	1	more	more	ADJ
bracis-19082	91	2	details	detail	NOUN
bracis-19082	91	3	on	on	ADP
bracis-19082	91	4	this	this	DET
bracis-19082	91	5	selection	selection	NOUN
bracis-19082	91	6	can	can	AUX
bracis-19082	91	7	be	be	AUX
bracis-19082	91	8	found	find	VERB
bracis-19082	91	9	in	in	ADP
bracis-19082	91	10	appendix	appendix	PROPN
bracis-19082	91	11	b.	b.	PROPN
bracis-19082	91	12	due	due	ADP
bracis-19082	91	13	to	to	ADP
bracis-19082	91	14	latencies	latency	NOUN
bracis-19082	91	15	and	and	CCONJ
bracis-19082	91	16	limitations	limitation	NOUN
bracis-19082	91	17	inherent	inherent	ADJ
bracis-19082	91	18	to	to	ADP
bracis-19082	91	19	the	the	DET
bracis-19082	91	20	scraping	scrape	VERB
bracis-19082	91	21	process	process	NOUN
bracis-19082	91	22	of	of	ADP
bracis-19082	91	23	websites	website	NOUN
bracis-19082	91	24	,	,	PUNCT
bracis-19082	91	25	there	there	PRON
bracis-19082	91	26	is	be	VERB
bracis-19082	91	27	no	no	DET
bracis-19082	91	28	guarantee	guarantee	NOUN
bracis-19082	91	29	that	that	SCONJ
bracis-19082	91	30	all	all	DET
bracis-19082	91	31	news	news	NOUN
bracis-19082	91	32	related	relate	VERB
bracis-19082	91	33	to	to	ADP
bracis-19082	91	34	a	a	DET
bracis-19082	91	35	particular	particular	ADJ
bracis-19082	91	36	term	term	NOUN
bracis-19082	91	37	has	have	AUX
bracis-19082	91	38	been	be	AUX
bracis-19082	91	39	downloaded	download	VERB
bracis-19082	91	40	.	.	PUNCT
bracis-19082	92	1	however	however	ADV
bracis-19082	92	2	,	,	PUNCT
bracis-19082	92	3	we	we	PRON
bracis-19082	92	4	obtained	obtain	VERB
bracis-19082	92	5	large	large	ADJ
bracis-19082	92	6	numbers	number	NOUN
bracis-19082	92	7	related	relate	VERB
bracis-19082	92	8	to	to	ADP
bracis-19082	92	9	each	each	DET
bracis-19082	92	10	keyword	keyword	NOUN
bracis-19082	92	11	,	,	PUNCT
bracis-19082	92	12	which	which	PRON
bracis-19082	92	13	suggests	suggest	VERB
bracis-19082	92	14	good	good	ADJ
bracis-19082	92	15	coverage	coverage	NOUN
bracis-19082	92	16	,	,	PUNCT
bracis-19082	92	17	as	as	SCONJ
bracis-19082	92	18	illustrated	illustrate	VERB
bracis-19082	92	19	in	in	ADP
bracis-19082	92	20	the	the	DET
bracis-19082	92	21	fig	fig	NOUN
bracis-19082	92	22	.	.	PUNCT
bracis-19082	92	23	 	 	SPACE
bracis-19082	93	1	4	4	NUM
bracis-19082	93	2	.	.	X
bracis-19082	93	3	fig	fig	NOUN
bracis-19082	93	4	.	.	PUNCT
bracis-19082	94	1	4	4	X
bracis-19082	94	2	.	.	X
bracis-19082	94	3	citation	citation	NOUN
bracis-19082	94	4	count	count	NOUN
bracis-19082	94	5	of	of	ADP
bracis-19082	94	6	each	each	DET
bracis-19082	94	7	environmental	environmental	ADJ
bracis-19082	94	8	category	category	NOUN
bracis-19082	94	9	per	per	ADP
bracis-19082	94	10	year	year	NOUN
bracis-19082	94	11	since	since	SCONJ
bracis-19082	94	12	2018	2018	NUM
bracis-19082	94	13	,	,	PUNCT
bracis-19082	94	14	considering	consider	VERB
bracis-19082	94	15	the	the	DET
bracis-19082	94	16	three	three	NUM
bracis-19082	94	17	biggest	big	ADJ
bracis-19082	94	18	newspapers	newspaper	NOUN
bracis-19082	94	19	in	in	ADP
bracis-19082	94	20	brazil	brazil	PROPN
bracis-19082	94	21	.	.	PUNCT
bracis-19082	95	1	full	full	ADJ
bracis-19082	95	2	size	size	NOUN
bracis-19082	95	3	image	image	NOUN
bracis-19082	95	4	3.3	3.3	NUM
bracis-19082	95	5	filtering	filtering	NOUN
bracis-19082	95	6	and	and	CCONJ
bracis-19082	95	7	 	 	SPACE
bracis-19082	95	8	translating	translate	VERB
bracis-19082	95	9	the	the	DET
bracis-19082	95	10	 	 	SPACE
bracis-19082	95	11	paq	paq	NOUN
bracis-19082	95	12	qa	qa	PROPN
bracis-19082	95	13	dataset	dataset	VERB
bracis-19082	95	14	to	to	PART
bracis-19082	95	15	obtain	obtain	VERB
bracis-19082	95	16	an	an	DET
bracis-19082	95	17	appreciable	appreciable	ADJ
bracis-19082	95	18	number	number	NOUN
bracis-19082	95	19	of	of	ADP
bracis-19082	95	20	qa	qa	NOUN
bracis-19082	95	21	-	-	PUNCT
bracis-19082	95	22	pairs	pair	NOUN
bracis-19082	95	23	to	to	ADP
bracis-19082	95	24	fine	fine	ADJ
bracis-19082	95	25	-	-	PUNCT
bracis-19082	95	26	tune	tune	NOUN
bracis-19082	95	27	the	the	DET
bracis-19082	95	28	models	model	NOUN
bracis-19082	95	29	,	,	PUNCT
bracis-19082	95	30	we	we	PRON
bracis-19082	95	31	chose	choose	VERB
bracis-19082	95	32	to	to	PART
bracis-19082	95	33	filter	filter	VERB
bracis-19082	95	34	a	a	DET
bracis-19082	95	35	large	large	ADJ
bracis-19082	95	36	-	-	PUNCT
bracis-19082	95	37	scale	scale	NOUN
bracis-19082	95	38	open	open	ADJ
bracis-19082	95	39	-	-	PUNCT
bracis-19082	95	40	domain	domain	NOUN
bracis-19082	95	41	qa	qa	NOUN
bracis-19082	95	42	dataset	dataset	VERB
bracis-19082	95	43	with	with	ADP
bracis-19082	95	44	keywords	keyword	NOUN
bracis-19082	95	45	that	that	PRON
bracis-19082	95	46	should	should	AUX
bracis-19082	95	47	and	and	CCONJ
bracis-19082	95	48	should	should	AUX
bracis-19082	95	49	not	not	PART
bracis-19082	95	50	be	be	AUX
bracis-19082	95	51	in	in	ADP
bracis-19082	95	52	the	the	DET
bracis-19082	95	53	questions	question	NOUN
bracis-19082	95	54	or	or	CCONJ
bracis-19082	95	55	answers	answer	NOUN
bracis-19082	95	56	;	;	PUNCT
bracis-19082	95	57	this	this	DET
bracis-19082	95	58	query	query	NOUN
bracis-19082	95	59	with	with	ADP
bracis-19082	95	60	multiple	multiple	ADJ
bracis-19082	95	61	rules	rule	NOUN
bracis-19082	95	62	was	be	AUX
bracis-19082	95	63	carefully	carefully	ADV
bracis-19082	95	64	hand	hand	NOUN
bracis-19082	95	65	-	-	PUNCT
bracis-19082	95	66	crafted	craft	VERB
bracis-19082	95	67	and	and	CCONJ
bracis-19082	95	68	searches	search	NOUN
bracis-19082	95	69	were	be	AUX
bracis-19082	95	70	done	do	VERB
bracis-19082	95	71	with	with	ADP
bracis-19082	95	72	regex	regex	PROPN
bracis-19082	95	73	expressions.footnote	expressions.footnote	PROPN
bracis-19082	95	74	6	6	NUM
bracis-19082	95	75	initially	initially	ADV
bracis-19082	95	76	,	,	PUNCT
bracis-19082	95	77	we	we	PRON
bracis-19082	95	78	applied	apply	VERB
bracis-19082	95	79	this	this	DET
bracis-19082	95	80	query	query	NOUN
bracis-19082	95	81	to	to	PART
bracis-19082	95	82	filter	filter	VERB
bracis-19082	95	83	the	the	DET
bracis-19082	95	84	ms	ms	PROPN
bracis-19082	95	85	marco	marco	PROPN
bracis-19082	95	86	v1	v1	PROPN
bracis-19082	95	87	[	[	X
bracis-19082	95	88	13	13	NUM
bracis-19082	95	89	]	]	PUNCT
bracis-19082	95	90	training	training	NOUN
bracis-19082	95	91	dataset	dataset	NOUN
bracis-19082	95	92	,	,	PUNCT
bracis-19082	95	93	which	which	PRON
bracis-19082	95	94	is	be	AUX
bracis-19082	95	95	composed	compose	VERB
bracis-19082	95	96	of	of	ADP
bracis-19082	95	97	questions	question	NOUN
bracis-19082	95	98	from	from	ADP
bracis-19082	95	99	real	real	ADJ
bracis-19082	95	100	users	user	NOUN
bracis-19082	95	101	made	make	VERB
bracis-19082	95	102	in	in	ADP
bracis-19082	95	103	bing	bing	NOUN
bracis-19082	95	104	,	,	PUNCT
bracis-19082	95	105	with	with	ADP
bracis-19082	95	106	human	human	NOUN
bracis-19082	95	107	-	-	PUNCT
bracis-19082	95	108	annotated	annotate	VERB
bracis-19082	95	109	answers	answer	NOUN
bracis-19082	95	110	and	and	CCONJ
bracis-19082	95	111	contained	contain	VERB
bracis-19082	95	112	80.142	80.142	NUM
bracis-19082	95	113	qa	qa	NOUN
bracis-19082	95	114	-	-	PUNCT
bracis-19082	95	115	pairs	pair	NOUN
bracis-19082	95	116	after	after	ADP
bracis-19082	95	117	eliminating	eliminate	VERB
bracis-19082	95	118	unanswered	unanswered	ADJ
bracis-19082	95	119	questions	question	NOUN
bracis-19082	95	120	.	.	PUNCT
bracis-19082	96	1	however	however	ADV
bracis-19082	96	2	,	,	PUNCT
bracis-19082	96	3	due	due	ADP
bracis-19082	96	4	to	to	ADP
bracis-19082	96	5	many	many	ADJ
bracis-19082	96	6	constraints	constraint	NOUN
bracis-19082	96	7	we	we	PRON
bracis-19082	96	8	imposed	impose	VERB
bracis-19082	96	9	on	on	ADP
bracis-19082	96	10	the	the	DET
bracis-19082	96	11	filter	filter	NOUN
bracis-19082	96	12	to	to	PART
bracis-19082	96	13	avoid	avoid	VERB
bracis-19082	96	14	false	false	ADJ
bracis-19082	96	15	positive	positive	ADJ
bracis-19082	96	16	and	and	CCONJ
bracis-19082	96	17	false	false	ADJ
bracis-19082	96	18	negative	negative	ADJ
bracis-19082	96	19	pairsfootnote	pairsfootnote	ADJ
bracis-19082	96	20	7	7	NUM
bracis-19082	96	21	,	,	PUNCT
bracis-19082	96	22	we	we	PRON
bracis-19082	96	23	obtained	obtain	VERB
bracis-19082	96	24	a	a	DET
bracis-19082	96	25	return	return	NOUN
bracis-19082	96	26	rate	rate	NOUN
bracis-19082	96	27	of	of	ADP
bracis-19082	96	28	only	only	ADV
bracis-19082	96	29	0.037	0.037	NUM
bracis-19082	96	30	%	%	NOUN
bracis-19082	96	31	,	,	PUNCT
bracis-19082	96	32	which	which	PRON
bracis-19082	96	33	corresponded	correspond	VERB
bracis-19082	96	34	to	to	ADP
bracis-19082	96	35	30	30	NUM
bracis-19082	96	36	pairs	pair	NOUN
bracis-19082	96	37	,	,	PUNCT
bracis-19082	96	38	an	an	DET
bracis-19082	96	39	insufficient	insufficient	ADJ
bracis-19082	96	40	amount	amount	NOUN
bracis-19082	96	41	of	of	ADP
bracis-19082	96	42	data	datum	NOUN
bracis-19082	96	43	to	to	ADP
bracis-19082	96	44	fine	fine	ADJ
bracis-19082	96	45	-	-	PUNCT
bracis-19082	96	46	tune	tune	NOUN
bracis-19082	96	47	our	our	PRON
bracis-19082	96	48	models	model	NOUN
bracis-19082	96	49	.	.	PUNCT
bracis-19082	97	1	relaxing	relax	VERB
bracis-19082	97	2	the	the	DET
bracis-19082	97	3	qa	qa	PROPN
bracis-19082	97	4	-	-	PUNCT
bracis-19082	97	5	pair	pair	NOUN
bracis-19082	97	6	filter	filter	NOUN
bracis-19082	97	7	did	do	AUX
bracis-19082	97	8	not	not	PART
bracis-19082	97	9	generate	generate	VERB
bracis-19082	97	10	a	a	DET
bracis-19082	97	11	significant	significant	ADJ
bracis-19082	97	12	increase	increase	NOUN
bracis-19082	97	13	in	in	ADP
bracis-19082	97	14	this	this	DET
bracis-19082	97	15	value	value	NOUN
bracis-19082	97	16	.	.	PUNCT
bracis-19082	98	1	assuming	assume	VERB
bracis-19082	98	2	this	this	DET
bracis-19082	98	3	rate	rate	NOUN
bracis-19082	98	4	would	would	AUX
bracis-19082	98	5	be	be	AUX
bracis-19082	98	6	similar	similar	ADJ
bracis-19082	98	7	to	to	ADP
bracis-19082	98	8	other	other	ADJ
bracis-19082	98	9	qa	qa	PROPN
bracis-19082	98	10	datasets	dataset	NOUN
bracis-19082	98	11	based	base	VERB
bracis-19082	98	12	on	on	ADP
bracis-19082	98	13	user	user	NOUN
bracis-19082	98	14	queries	query	NOUN
bracis-19082	98	15	on	on	ADP
bracis-19082	98	16	search	search	NOUN
bracis-19082	98	17	engines	engine	NOUN
bracis-19082	98	18	,	,	PUNCT
bracis-19082	98	19	such	such	ADJ
bracis-19082	98	20	as	as	ADP
bracis-19082	98	21	google	google	PROPN
bracis-19082	98	22	’s	’s	PART
bracis-19082	98	23	natural	natural	ADJ
bracis-19082	98	24	questions	question	NOUN
bracis-19082	98	25	[	[	X
bracis-19082	98	26	9	9	NUM
bracis-19082	98	27	]	]	PUNCT
bracis-19082	98	28	,	,	PUNCT
bracis-19082	98	29	we	we	PRON
bracis-19082	98	30	decided	decide	VERB
bracis-19082	98	31	to	to	PART
bracis-19082	98	32	filter	filter	VERB
bracis-19082	98	33	the	the	DET
bracis-19082	98	34	paq	paq	NOUN
bracis-19082	98	35	dataset	dataset	NOUN
bracis-19082	98	36	,	,	PUNCT
bracis-19082	98	37	as	as	SCONJ
bracis-19082	98	38	it	it	PRON
bracis-19082	98	39	would	would	AUX
bracis-19082	98	40	be	be	AUX
bracis-19082	98	41	the	the	DET
bracis-19082	98	42	only	only	ADJ
bracis-19082	98	43	one	one	NUM
bracis-19082	98	44	capable	capable	ADJ
bracis-19082	98	45	of	of	ADP
bracis-19082	98	46	providing	provide	VERB
bracis-19082	98	47	several	several	ADJ
bracis-19082	98	48	training	training	NOUN
bracis-19082	98	49	pairs	pair	NOUN
bracis-19082	98	50	of	of	ADP
bracis-19082	98	51	about	about	ADV
bracis-19082	98	52	three	three	NUM
bracis-19082	98	53	orders	order	NOUN
bracis-19082	98	54	of	of	ADP
bracis-19082	98	55	magnitude	magnitude	NOUN
bracis-19082	98	56	greater	great	ADJ
bracis-19082	98	57	than	than	ADP
bracis-19082	98	58	the	the	DET
bracis-19082	98	59	one	one	NOUN
bracis-19082	98	60	obtained	obtain	VERB
bracis-19082	98	61	from	from	ADP
bracis-19082	98	62	ms	ms	PROPN
bracis-19082	98	63	marco	marco	PROPN
bracis-19082	98	64	v1	v1	PROPN
bracis-19082	98	65	,	,	PUNCT
bracis-19082	98	66	which	which	PRON
bracis-19082	98	67	was	be	AUX
bracis-19082	98	68	what	what	PRON
bracis-19082	98	69	we	we	PRON
bracis-19082	98	70	desired	desire	VERB
bracis-19082	98	71	at	at	ADP
bracis-19082	98	72	least	least	ADJ
bracis-19082	98	73	.	.	PUNCT
bracis-19082	99	1	in	in	ADP
bracis-19082	99	2	fact	fact	NOUN
bracis-19082	99	3	,	,	PUNCT
bracis-19082	99	4	with	with	ADP
bracis-19082	99	5	a	a	DET
bracis-19082	99	6	rate	rate	NOUN
bracis-19082	99	7	of	of	ADP
bracis-19082	99	8	return	return	NOUN
bracis-19082	99	9	of	of	ADP
bracis-19082	99	10	about	about	ADP
bracis-19082	99	11	0.024	0.024	NUM
bracis-19082	99	12	%	%	NOUN
bracis-19082	99	13	,	,	PUNCT
bracis-19082	99	14	we	we	PRON
bracis-19082	99	15	got	get	VERB
bracis-19082	99	16	14,386	14,386	NUM
bracis-19082	99	17	qa	qa	NOUN
bracis-19082	99	18	-	-	PUNCT
bracis-19082	99	19	pairs	pair	NOUN
bracis-19082	99	20	after	after	ADP
bracis-19082	99	21	the	the	DET
bracis-19082	99	22	filter	filter	NOUN
bracis-19082	99	23	.	.	PUNCT
bracis-19082	100	1	as	as	SCONJ
bracis-19082	100	2	shown	show	VERB
bracis-19082	100	3	in	in	ADP
bracis-19082	100	4	the	the	DET
bracis-19082	100	5	plot	plot	NOUN
bracis-19082	100	6	5	5	NUM
bracis-19082	100	7	,	,	PUNCT
bracis-19082	100	8	the	the	DET
bracis-19082	100	9	filtering	filter	VERB
bracis-19082	100	10	process	process	NOUN
bracis-19082	100	11	did	do	AUX
bracis-19082	100	12	not	not	PART
bracis-19082	100	13	generate	generate	VERB
bracis-19082	100	14	a	a	DET
bracis-19082	100	15	significant	significant	ADJ
bracis-19082	100	16	loss	loss	NOUN
bracis-19082	100	17	of	of	ADP
bracis-19082	100	18	quality	quality	NOUN
bracis-19082	100	19	for	for	ADP
bracis-19082	100	20	the	the	DET
bracis-19082	100	21	qa	qa	NOUN
bracis-19082	100	22	-	-	PUNCT
bracis-19082	100	23	pairs	pair	NOUN
bracis-19082	100	24	when	when	SCONJ
bracis-19082	100	25	compared	compare	VERB
bracis-19082	100	26	to	to	ADP
bracis-19082	100	27	the	the	DET
bracis-19082	100	28	original	original	ADJ
bracis-19082	100	29	paq	paq	NOUN
bracis-19082	100	30	.	.	PUNCT
bracis-19082	101	1	in	in	ADP
bracis-19082	101	2	addition	addition	NOUN
bracis-19082	101	3	to	to	ADP
bracis-19082	101	4	the	the	DET
bracis-19082	101	5	quantitative	quantitative	ADJ
bracis-19082	101	6	evaluation	evaluation	NOUN
bracis-19082	101	7	that	that	PRON
bracis-19082	101	8	demonstrates	demonstrate	VERB
bracis-19082	101	9	that	that	SCONJ
bracis-19082	101	10	our	our	PRON
bracis-19082	101	11	filtered	filter	VERB
bracis-19082	101	12	qa	qa	NOUN
bracis-19082	101	13	-	-	PUNCT
bracis-19082	101	14	pairs	pair	NOUN
bracis-19082	101	15	are	be	AUX
bracis-19082	101	16	as	as	ADV
bracis-19082	101	17	good	good	ADJ
bracis-19082	101	18	as	as	ADP
bracis-19082	101	19	those	those	PRON
bracis-19082	101	20	in	in	ADP
bracis-19082	101	21	the	the	DET
bracis-19082	101	22	general	general	ADJ
bracis-19082	101	23	paq	paq	NOUN
bracis-19082	101	24	base	base	NOUN
bracis-19082	101	25	(	(	PUNCT
bracis-19082	101	26	which	which	PRON
bracis-19082	101	27	already	already	ADV
bracis-19082	101	28	have	have	VERB
bracis-19082	101	29	high	high	ADJ
bracis-19082	101	30	-	-	PUNCT
bracis-19082	101	31	quality	quality	NOUN
bracis-19082	101	32	[	[	X
bracis-19082	101	33	11	11	NUM
bracis-19082	101	34	]	]	NUM
bracis-19082	101	35	)	)	PUNCT
bracis-19082	101	36	,	,	PUNCT
bracis-19082	101	37	we	we	PRON
bracis-19082	101	38	also	also	ADV
bracis-19082	101	39	performed	perform	VERB
bracis-19082	101	40	a	a	DET
bracis-19082	101	41	manual	manual	NOUN
bracis-19082	101	42	,	,	PUNCT
bracis-19082	101	43	qualitative	qualitative	ADJ
bracis-19082	101	44	inspection	inspection	NOUN
bracis-19082	101	45	on	on	ADP
bracis-19082	101	46	a	a	DET
bracis-19082	101	47	sample	sample	NOUN
bracis-19082	101	48	of	of	ADP
bracis-19082	101	49	50	50	NUM
bracis-19082	101	50	instances	instance	NOUN
bracis-19082	101	51	of	of	ADP
bracis-19082	101	52	our	our	PRON
bracis-19082	101	53	set	set	NOUN
bracis-19082	101	54	of	of	ADP
bracis-19082	101	55	qa	qa	PROPN
bracis-19082	101	56	-	-	PUNCT
bracis-19082	101	57	pairs	pair	NOUN
bracis-19082	101	58	.	.	PUNCT
bracis-19082	102	1	they	they	PRON
bracis-19082	102	2	were	be	AUX
bracis-19082	102	3	evaluated	evaluate	VERB
bracis-19082	102	4	by	by	ADP
bracis-19082	102	5	a	a	DET
bracis-19082	102	6	human	human	ADJ
bracis-19082	102	7	annotator	annotator	NOUN
bracis-19082	102	8	,	,	PUNCT
bracis-19082	102	9	who	who	PRON
bracis-19082	102	10	answered	answer	VERB
bracis-19082	102	11	three	three	NUM
bracis-19082	102	12	questions	question	NOUN
bracis-19082	102	13	for	for	ADP
bracis-19082	102	14	each	each	DET
bracis-19082	102	15	filtered	filter	VERB
bracis-19082	102	16	and	and	CCONJ
bracis-19082	102	17	translated	translate	VERB
bracis-19082	102	18	qa	qa	NOUN
bracis-19082	102	19	-	-	PUNCT
bracis-19082	102	20	pair	pair	NOUN
bracis-19082	102	21	:	:	PUNCT
bracis-19082	102	22	“	"	PUNCT
bracis-19082	102	23	is	be	AUX
bracis-19082	102	24	the	the	DET
bracis-19082	102	25	domain	domain	NOUN
bracis-19082	102	26	adherent	adherent	NOUN
bracis-19082	102	27	?	?	PUNCT
bracis-19082	102	28	”	"	PUNCT
bracis-19082	102	29	,	,	PUNCT
bracis-19082	102	30	“	"	PUNCT
bracis-19082	102	31	does	do	AUX
bracis-19082	102	32	the	the	DET
bracis-19082	102	33	qa	qa	PROPN
bracis-19082	102	34	-	-	PUNCT
bracis-19082	102	35	pair	pair	NOUN
bracis-19082	102	36	make	make	VERB
bracis-19082	102	37	sense	sense	NOUN
bracis-19082	102	38	?	?	PUNCT
bracis-19082	102	39	”	"	PUNCT
bracis-19082	102	40	and	and	CCONJ
bracis-19082	102	41	“	"	PUNCT
bracis-19082	102	42	is	be	AUX
bracis-19082	102	43	the	the	DET
bracis-19082	102	44	answer	answer	NOUN
bracis-19082	102	45	correct	correct	ADJ
bracis-19082	102	46	?	?	PUNCT
bracis-19082	102	47	”	"	PUNCT
bracis-19082	102	48	.	.	PUNCT
bracis-19082	103	1	the	the	DET
bracis-19082	103	2	annotator	annotator	NOUN
bracis-19082	103	3	could	could	AUX
bracis-19082	103	4	answer	answer	VERB
bracis-19082	103	5	all	all	DET
bracis-19082	103	6	questions	question	NOUN
bracis-19082	103	7	with	with	ADP
bracis-19082	103	8	only	only	ADV
bracis-19082	103	9	one	one	NUM
bracis-19082	103	10	of	of	ADP
bracis-19082	103	11	the	the	DET
bracis-19082	103	12	following	follow	VERB
bracis-19082	103	13	possibilities	possibility	NOUN
bracis-19082	103	14	:	:	PUNCT
bracis-19082	103	15	“	"	PUNCT
bracis-19082	103	16	yes	yes	INTJ
bracis-19082	103	17	”	"	PUNCT
bracis-19082	103	18	,	,	PUNCT
bracis-19082	103	19	“	"	PUNCT
bracis-19082	103	20	admissible	admissible	ADJ
bracis-19082	103	21	”	"	PUNCT
bracis-19082	103	22	and	and	CCONJ
bracis-19082	103	23	“	"	PUNCT
bracis-19082	103	24	no	no	INTJ
bracis-19082	103	25	”	"	PUNCT
bracis-19082	103	26	.	.	PUNCT
bracis-19082	104	1	as	as	SCONJ
bracis-19082	104	2	shown	show	VERB
bracis-19082	104	3	in	in	ADP
bracis-19082	104	4	fig	fig	NOUN
bracis-19082	104	5	.	.	PUNCT
bracis-19082	104	6	 	 	SPACE
bracis-19082	105	1	6	6	NUM
bracis-19082	105	2	,	,	PUNCT
bracis-19082	105	3	the	the	DET
bracis-19082	105	4	results	result	NOUN
bracis-19082	105	5	show	show	VERB
bracis-19082	105	6	that	that	PRON
bracis-19082	105	7	got	get	VERB
bracis-19082	105	8	at	at	ADP
bracis-19082	105	9	least	least	ADJ
bracis-19082	105	10	admissible	admissible	ADJ
bracis-19082	105	11	were	be	AUX
bracis-19082	105	12	:	:	PUNCT
bracis-19082	105	13	70	70	NUM
bracis-19082	105	14	%	%	NOUN
bracis-19082	105	15	for	for	ADP
bracis-19082	105	16	domain	domain	NOUN
bracis-19082	105	17	adherence	adherence	NOUN
bracis-19082	105	18	,	,	PUNCT
bracis-19082	105	19	82	82	NUM
bracis-19082	105	20	%	%	NOUN
bracis-19082	105	21	for	for	ADP
bracis-19082	105	22	sense	sense	NOUN
bracis-19082	105	23	,	,	PUNCT
bracis-19082	105	24	and	and	CCONJ
bracis-19082	105	25	80	80	NUM
bracis-19082	105	26	%	%	NOUN
bracis-19082	105	27	for	for	ADP
bracis-19082	105	28	the	the	DET
bracis-19082	105	29	correctness	correctness	NOUN
bracis-19082	105	30	of	of	ADP
bracis-19082	105	31	the	the	DET
bracis-19082	105	32	answer	answer	NOUN
bracis-19082	105	33	,	,	PUNCT
bracis-19082	105	34	and	and	CCONJ
bracis-19082	105	35	even	even	ADV
bracis-19082	105	36	considering	consider	VERB
bracis-19082	105	37	just	just	ADV
bracis-19082	105	38	perfect	perfect	ADJ
bracis-19082	105	39	qa	qa	NOUN
bracis-19082	105	40	-	-	PUNCT
bracis-19082	105	41	pairs	pair	NOUN
bracis-19082	105	42	,	,	PUNCT
bracis-19082	105	43	all	all	DET
bracis-19082	105	44	categories	category	NOUN
bracis-19082	105	45	got	get	VERB
bracis-19082	105	46	more	more	ADJ
bracis-19082	105	47	than	than	ADP
bracis-19082	105	48	50	50	NUM
bracis-19082	105	49	%	%	NOUN
bracis-19082	105	50	of	of	ADP
bracis-19082	105	51	occurrence	occurrence	NOUN
bracis-19082	105	52	.	.	PUNCT
bracis-19082	106	1	fig	fig	NOUN
bracis-19082	106	2	.	.	PUNCT
bracis-19082	107	1	5	5	NUM
bracis-19082	107	2	.	.	X
bracis-19082	107	3	comparison	comparison	NOUN
bracis-19082	107	4	between	between	ADP
bracis-19082	107	5	the	the	DET
bracis-19082	107	6	distribution	distribution	NOUN
bracis-19082	107	7	of	of	ADP
bracis-19082	107	8	passage	passage	NOUN
bracis-19082	107	9	scores	score	NOUN
bracis-19082	107	10	of	of	ADP
bracis-19082	107	11	a	a	DET
bracis-19082	107	12	random	random	ADJ
bracis-19082	107	13	sample	sample	NOUN
bracis-19082	107	14	of	of	ADP
bracis-19082	107	15	the	the	DET
bracis-19082	107	16	paq	paq	NOUN
bracis-19082	107	17	with	with	ADP
bracis-19082	107	18	the	the	DET
bracis-19082	107	19	ones	one	NOUN
bracis-19082	107	20	of	of	ADP
bracis-19082	107	21	qa	qa	NOUN
bracis-19082	107	22	-	-	PUNCT
bracis-19082	107	23	pairs	pair	NOUN
bracis-19082	107	24	filtered	filter	VERB
bracis-19082	107	25	for	for	ADP
bracis-19082	107	26	the	the	DET
bracis-19082	107	27	brazilian	brazilian	ADJ
bracis-19082	107	28	environmental	environmental	ADJ
bracis-19082	107	29	domain	domain	NOUN
bracis-19082	107	30	.	.	PUNCT
bracis-19082	108	1	the	the	DET
bracis-19082	108	2	passage	passage	NOUN
bracis-19082	108	3	score	score	NOUN
bracis-19082	108	4	is	be	AUX
bracis-19082	108	5	a	a	DET
bracis-19082	108	6	logprob	logprob	ADJ
bracis-19082	108	7	score	score	NOUN
bracis-19082	108	8	calculated	calculate	VERB
bracis-19082	108	9	in	in	ADP
bracis-19082	108	10	the	the	DET
bracis-19082	108	11	paq	paq	NOUN
bracis-19082	108	12	dataset	dataset	NOUN
bracis-19082	108	13	that	that	SCONJ
bracis-19082	108	14	measures	measure	VERB
bracis-19082	108	15	how	how	SCONJ
bracis-19082	108	16	likely	likely	ADV
bracis-19082	108	17	a	a	DET
bracis-19082	108	18	given	give	VERB
bracis-19082	108	19	qa	qa	NOUN
bracis-19082	108	20	-	-	PUNCT
bracis-19082	108	21	pair	pair	NOUN
bracis-19082	108	22	is	be	AUX
bracis-19082	108	23	in	in	ADP
bracis-19082	108	24	practice	practice	NOUN
bracis-19082	108	25	;	;	PUNCT
bracis-19082	108	26	the	the	PRON
bracis-19082	108	27	closer	close	ADV
bracis-19082	108	28	to	to	ADP
bracis-19082	108	29	zero	zero	NUM
bracis-19082	108	30	,	,	PUNCT
bracis-19082	108	31	the	the	DET
bracis-19082	108	32	better	well	ADJ
bracis-19082	108	33	.	.	PUNCT
bracis-19082	109	1	note	note	VERB
bracis-19082	109	2	that	that	SCONJ
bracis-19082	109	3	the	the	DET
bracis-19082	109	4	filtering	filter	VERB
bracis-19082	109	5	process	process	NOUN
bracis-19082	109	6	did	do	AUX
bracis-19082	109	7	not	not	PART
bracis-19082	109	8	cause	cause	VERB
bracis-19082	109	9	a	a	DET
bracis-19082	109	10	significant	significant	ADJ
bracis-19082	109	11	loss	loss	NOUN
bracis-19082	109	12	of	of	ADP
bracis-19082	109	13	quality	quality	NOUN
bracis-19082	109	14	.	.	PUNCT
bracis-19082	110	1	full	full	ADJ
bracis-19082	110	2	size	size	NOUN
bracis-19082	110	3	image	image	NOUN
bracis-19082	110	4	finally	finally	ADV
bracis-19082	110	5	,	,	PUNCT
bracis-19082	110	6	to	to	ADP
bracis-19082	110	7	fine	fine	ADJ
bracis-19082	110	8	-	-	PUNCT
bracis-19082	110	9	tune	tune	NOUN
bracis-19082	110	10	our	our	PRON
bracis-19082	110	11	qa	qa	PROPN
bracis-19082	110	12	system	system	NOUN
bracis-19082	110	13	entirely	entirely	ADV
bracis-19082	110	14	on	on	ADP
bracis-19082	110	15	the	the	DET
bracis-19082	110	16	same	same	ADJ
bracis-19082	110	17	language	language	NOUN
bracis-19082	110	18	,	,	PUNCT
bracis-19082	110	19	we	we	PRON
bracis-19082	110	20	applied	apply	VERB
bracis-19082	110	21	the	the	DET
bracis-19082	110	22	google	google	PROPN
bracis-19082	110	23	translate	translate	ADJ
bracis-19082	110	24	api	api	NOUN
bracis-19082	110	25	(	(	PUNCT
bracis-19082	110	26	application	application	NOUN
bracis-19082	110	27	programming	programming	NOUN
bracis-19082	110	28	interface	interface	NOUN
bracis-19082	110	29	)	)	PUNCT
bracis-19082	110	30	to	to	PART
bracis-19082	110	31	translate	translate	VERB
bracis-19082	110	32	these	these	DET
bracis-19082	110	33	pairs	pair	NOUN
bracis-19082	110	34	into	into	ADP
bracis-19082	110	35	portuguese	portuguese	PROPN
bracis-19082	110	36	.	.	PUNCT
bracis-19082	111	1	fig	fig	NOUN
bracis-19082	111	2	.	.	PUNCT
bracis-19082	112	1	6	6	NUM
bracis-19082	112	2	.	.	PUNCT
bracis-19082	112	3	manual	manual	ADJ
bracis-19082	112	4	evaluation	evaluation	NOUN
bracis-19082	112	5	of	of	ADP
bracis-19082	112	6	a	a	DET
bracis-19082	112	7	sample	sample	NOUN
bracis-19082	112	8	of	of	ADP
bracis-19082	112	9	50	50	NUM
bracis-19082	112	10	qa	qa	NOUN
bracis-19082	112	11	-	-	PUNCT
bracis-19082	112	12	pairs	pair	NOUN
bracis-19082	112	13	from	from	ADP
bracis-19082	112	14	our	our	PRON
bracis-19082	112	15	domain	domain	NOUN
bracis-19082	112	16	-	-	PUNCT
bracis-19082	112	17	specific	specific	ADJ
bracis-19082	112	18	qa	qa	NOUN
bracis-19082	112	19	dataset	dataset	NOUN
bracis-19082	112	20	,	,	PUNCT
bracis-19082	112	21	which	which	PRON
bracis-19082	112	22	got	get	VERB
bracis-19082	112	23	at	at	ADV
bracis-19082	112	24	least	least	ADJ
bracis-19082	112	25	70	70	NUM
bracis-19082	112	26	%	%	NOUN
bracis-19082	112	27	of	of	ADP
bracis-19082	112	28	admissible	admissible	ADJ
bracis-19082	112	29	and	and	CCONJ
bracis-19082	112	30	50	50	NUM
bracis-19082	112	31	%	%	NOUN
bracis-19082	112	32	perfect	perfect	ADJ
bracis-19082	112	33	results	result	NOUN
bracis-19082	112	34	in	in	ADP
bracis-19082	112	35	all	all	DET
bracis-19082	112	36	three	three	NUM
bracis-19082	112	37	categories	category	NOUN
bracis-19082	112	38	full	full	ADJ
bracis-19082	112	39	size	size	NOUN
bracis-19082	112	40	image	image	NOUN
bracis-19082	112	41	4	4	NUM
bracis-19082	112	42	experiments	experiment	NOUN
bracis-19082	112	43	to	to	PART
bracis-19082	112	44	measure	measure	VERB
bracis-19082	112	45	the	the	DET
bracis-19082	112	46	impact	impact	NOUN
bracis-19082	112	47	of	of	ADP
bracis-19082	112	48	the	the	DET
bracis-19082	112	49	retrieval	retrieval	NOUN
bracis-19082	112	50	module	module	NOUN
bracis-19082	112	51	,	,	PUNCT
bracis-19082	112	52	each	each	DET
bracis-19082	112	53	base	base	NOUN
bracis-19082	112	54	of	of	ADP
bracis-19082	112	55	supporting	support	VERB
bracis-19082	112	56	documents	document	NOUN
bracis-19082	112	57	,	,	PUNCT
bracis-19082	112	58	and	and	CCONJ
bracis-19082	112	59	the	the	DET
bracis-19082	112	60	fine	fine	ADV
bracis-19082	112	61	-	-	PUNCT
bracis-19082	112	62	tuning	tuning	NOUN
bracis-19082	112	63	of	of	ADP
bracis-19082	112	64	the	the	DET
bracis-19082	112	65	system	system	NOUN
bracis-19082	112	66	,	,	PUNCT
bracis-19082	112	67	we	we	PRON
bracis-19082	112	68	performed	perform	VERB
bracis-19082	112	69	three	three	NUM
bracis-19082	112	70	groups	group	NOUN
bracis-19082	112	71	of	of	ADP
bracis-19082	112	72	experiments	experiment	NOUN
bracis-19082	112	73	:	:	PUNCT
bracis-19082	113	1	1	1	X
bracis-19082	113	2	.	.	X
bracis-19082	113	3	reader	reader	NOUN
bracis-19082	113	4	-	-	PUNCT
bracis-19082	113	5	only	only	ADV
bracis-19082	113	6	and	and	CCONJ
bracis-19082	113	7	retriever+reader	retriever+reader	PROPN
bracis-19082	113	8	,	,	PUNCT
bracis-19082	113	9	both	both	CCONJ
bracis-19082	113	10	without	without	ADP
bracis-19082	113	11	fine	fine	ADV
bracis-19082	113	12	-	-	PUNCT
bracis-19082	113	13	tuning	tuning	NOUN
bracis-19082	113	14	;	;	PUNCT
bracis-19082	113	15	2	2	X
bracis-19082	113	16	.	.	X
bracis-19082	113	17	reader	reader	NOUN
bracis-19082	113	18	-	-	PUNCT
bracis-19082	113	19	only	only	ADV
bracis-19082	113	20	,	,	PUNCT
bracis-19082	113	21	with	with	ADP
bracis-19082	113	22	fine	fine	ADJ
bracis-19082	113	23	-	-	PUNCT
bracis-19082	113	24	tune	tune	NOUN
bracis-19082	113	25	;	;	PUNCT
bracis-19082	113	26	3	3	X
bracis-19082	113	27	.	.	X
bracis-19082	114	1	retriever+reader	retriever+reader	PROPN
bracis-19082	114	2	,	,	PUNCT
bracis-19082	114	3	with	with	ADP
bracis-19082	114	4	fine	fine	ADJ
bracis-19082	114	5	-	-	PUNCT
bracis-19082	114	6	tune	tune	NOUN
bracis-19082	114	7	.	.	PUNCT
bracis-19082	115	1	the	the	DET
bracis-19082	115	2	filtered	filter	VERB
bracis-19082	115	3	qa	qa	NOUN
bracis-19082	115	4	-	-	PUNCT
bracis-19082	115	5	pairs	pair	NOUN
bracis-19082	115	6	dataset	dataset	NOUN
bracis-19082	115	7	was	be	AUX
bracis-19082	115	8	randomly	randomly	ADV
bracis-19082	115	9	split	split	VERB
bracis-19082	115	10	into	into	ADP
bracis-19082	115	11	3	3	NUM
bracis-19082	115	12	groups	group	NOUN
bracis-19082	115	13	:	:	PUNCT
bracis-19082	115	14	70	70	NUM
bracis-19082	115	15	%	%	NOUN
bracis-19082	115	16	for	for	ADP
bracis-19082	115	17	training	training	NOUN
bracis-19082	115	18	,	,	PUNCT
bracis-19082	115	19	15	15	NUM
bracis-19082	115	20	%	%	NOUN
bracis-19082	115	21	for	for	ADP
bracis-19082	115	22	validation	validation	NOUN
bracis-19082	115	23	,	,	PUNCT
bracis-19082	115	24	and	and	CCONJ
bracis-19082	115	25	15	15	NUM
bracis-19082	115	26	%	%	NOUN
bracis-19082	115	27	for	for	ADP
bracis-19082	115	28	the	the	DET
bracis-19082	115	29	test	test	NOUN
bracis-19082	115	30	.	.	PUNCT
bracis-19082	116	1	the	the	DET
bracis-19082	116	2	models	model	NOUN
bracis-19082	116	3	in	in	ADP
bracis-19082	116	4	experiments	experiment	NOUN
bracis-19082	116	5	2	2	NUM
bracis-19082	116	6	and	and	CCONJ
bracis-19082	116	7	3	3	NUM
bracis-19082	116	8	,	,	PUNCT
bracis-19082	116	9	which	which	PRON
bracis-19082	116	10	depended	depend	VERB
bracis-19082	116	11	on	on	ADP
bracis-19082	116	12	a	a	DET
bracis-19082	116	13	training	training	NOUN
bracis-19082	116	14	phase	phase	NOUN
bracis-19082	116	15	,	,	PUNCT
bracis-19082	116	16	were	be	AUX
bracis-19082	116	17	trained	train	VERB
bracis-19082	116	18	for	for	ADP
bracis-19082	116	19	30	30	NUM
bracis-19082	116	20	epochs	epoch	NOUN
bracis-19082	116	21	,	,	PUNCT
bracis-19082	116	22	with	with	ADP
bracis-19082	116	23	a	a	DET
bracis-19082	116	24	batch	batch	NOUN
bracis-19082	116	25	size	size	NOUN
bracis-19082	116	26	equal	equal	ADJ
bracis-19082	116	27	to	to	ADP
bracis-19082	116	28	16	16	NUM
bracis-19082	116	29	,	,	PUNCT
bracis-19082	116	30	weight	weight	NOUN
bracis-19082	116	31	decay	decay	NOUN
bracis-19082	116	32	equal	equal	ADJ
bracis-19082	116	33	to	to	ADP
bracis-19082	116	34	0.01	0.01	NUM
bracis-19082	116	35	and	and	CCONJ
bracis-19082	116	36	a	a	DET
bracis-19082	116	37	learning	learning	NOUN
bracis-19082	116	38	rate	rate	NOUN
bracis-19082	116	39	of	of	ADP
bracis-19082	116	40	2e−5	2e−5	NUM
bracis-19082	116	41	;	;	PUNCT
bracis-19082	116	42	the	the	DET
bracis-19082	116	43	same	same	ADJ
bracis-19082	116	44	training	training	NOUN
bracis-19082	116	45	and	and	CCONJ
bracis-19082	116	46	validation	validation	NOUN
bracis-19082	116	47	sets	set	NOUN
bracis-19082	116	48	were	be	AUX
bracis-19082	116	49	used	use	VERB
bracis-19082	116	50	for	for	ADP
bracis-19082	116	51	the	the	DET
bracis-19082	116	52	fine	fine	ADV
bracis-19082	116	53	-	-	PUNCT
bracis-19082	116	54	tuning	tuning	NOUN
bracis-19082	116	55	.	.	PUNCT
bracis-19082	117	1	for	for	ADP
bracis-19082	117	2	all	all	DET
bracis-19082	117	3	models	model	NOUN
bracis-19082	117	4	,	,	PUNCT
bracis-19082	117	5	we	we	PRON
bracis-19082	117	6	report	report	VERB
bracis-19082	117	7	the	the	DET
bracis-19082	117	8	f1	f1	NOUN
bracis-19082	117	9	-	-	PUNCT
bracis-19082	117	10	score	score	NOUN
bracis-19082	117	11	,	,	PUNCT
bracis-19082	117	12	the	the	DET
bracis-19082	117	13	exact	exact	ADJ
bracis-19082	117	14	match	match	NOUN
bracis-19082	117	15	(	(	PUNCT
bracis-19082	117	16	em	em	NOUN
bracis-19082	117	17	)	)	PUNCT
bracis-19082	117	18	,	,	PUNCT
bracis-19082	117	19	and	and	CCONJ
bracis-19082	117	20	the	the	DET
bracis-19082	117	21	rouge	rouge	NOUN
bracis-19082	117	22	-	-	PUNCT
bracis-19082	117	23	l	l	NOUN
bracis-19082	117	24	(	(	PUNCT
bracis-19082	117	25	r	r	NOUN
bracis-19082	117	26	-	-	PUNCT
bracis-19082	117	27	l	l	NOUN
bracis-19082	117	28	)	)	PUNCT
bracis-19082	117	29	metrics	metric	NOUN
bracis-19082	117	30	,	,	PUNCT
bracis-19082	117	31	also	also	ADV
bracis-19082	117	32	obtained	obtain	VERB
bracis-19082	117	33	in	in	ADP
bracis-19082	117	34	the	the	DET
bracis-19082	117	35	same	same	ADJ
bracis-19082	117	36	test	test	NOUN
bracis-19082	117	37	set	set	NOUN
bracis-19082	117	38	.	.	PUNCT
bracis-19082	118	1	in	in	ADP
bracis-19082	118	2	all	all	DET
bracis-19082	118	3	cases	case	NOUN
bracis-19082	118	4	,	,	PUNCT
bracis-19082	118	5	we	we	PRON
bracis-19082	118	6	used	use	VERB
bracis-19082	118	7	the	the	DET
bracis-19082	118	8	ptt5	ptt5	NOUN
bracis-19082	118	9	-	-	PUNCT
bracis-19082	118	10	base	base	NOUN
bracis-19082	118	11	-	-	PUNCT
bracis-19082	118	12	portuguese	portuguese	ADJ
bracis-19082	118	13	-	-	PUNCT
bracis-19082	118	14	vocab	vocab	PROPN
bracis-19082	118	15	t5	t5	PROPN
bracis-19082	118	16	pre	pre	ADJ
bracis-19082	118	17	-	-	ADJ
bracis-19082	118	18	trained	train	VERB
bracis-19082	118	19	model	model	NOUN
bracis-19082	118	20	in	in	ADP
bracis-19082	118	21	portuguese	portuguese	PROPN
bracis-19082	118	22	,	,	PUNCT
bracis-19082	118	23	since	since	SCONJ
bracis-19082	118	24	it	it	PRON
bracis-19082	118	25	was	be	AUX
bracis-19082	118	26	the	the	DET
bracis-19082	118	27	recommended	recommend	VERB
bracis-19082	118	28	one	one	NUM
bracis-19082	118	29	by	by	ADP
bracis-19082	118	30	the	the	DET
bracis-19082	118	31	original	original	ADJ
bracis-19082	118	32	work	work	NOUN
bracis-19082	118	33	[	[	X
bracis-19082	118	34	4	4	X
bracis-19082	118	35	]	]	PUNCT
bracis-19082	118	36	in	in	ADP
bracis-19082	118	37	comparison	comparison	NOUN
bracis-19082	118	38	to	to	ADP
bracis-19082	118	39	the	the	DET
bracis-19082	118	40	other	other	ADJ
bracis-19082	118	41	versions	version	NOUN
bracis-19082	118	42	of	of	ADP
bracis-19082	118	43	ptt5	ptt5	PROPN
bracis-19082	118	44	,	,	PUNCT
bracis-19082	118	45	including	include	VERB
bracis-19082	118	46	its	its	PRON
bracis-19082	118	47	large	large	ADJ
bracis-19082	118	48	version	version	NOUN
bracis-19082	118	49	.	.	PUNCT
bracis-19082	119	1	in	in	ADP
bracis-19082	119	2	cases	case	NOUN
bracis-19082	119	3	where	where	SCONJ
bracis-19082	119	4	we	we	PRON
bracis-19082	119	5	used	use	VERB
bracis-19082	119	6	the	the	DET
bracis-19082	119	7	bm25	bm25	PROPN
bracis-19082	119	8	-	-	PUNCT
bracis-19082	119	9	based	base	VERB
bracis-19082	119	10	retrieval	retrieval	NOUN
bracis-19082	119	11	module	module	NOUN
bracis-19082	119	12	,	,	PUNCT
bracis-19082	119	13	we	we	PRON
bracis-19082	119	14	preprocessed	preprocesse	VERB
bracis-19082	119	15	all	all	DET
bracis-19082	119	16	the	the	DET
bracis-19082	119	17	supporting	support	VERB
bracis-19082	119	18	documents	document	NOUN
bracis-19082	119	19	by	by	ADP
bracis-19082	119	20	removing	remove	VERB
bracis-19082	119	21	special	special	ADJ
bracis-19082	119	22	characters	character	NOUN
bracis-19082	119	23	,	,	PUNCT
bracis-19082	119	24	eliminating	eliminate	VERB
bracis-19082	119	25	line	line	NOUN
bracis-19082	119	26	breaks	break	NOUN
bracis-19082	119	27	,	,	PUNCT
bracis-19082	119	28	and	and	CCONJ
bracis-19082	119	29	splitting	split	VERB
bracis-19082	119	30	them	they	PRON
bracis-19082	119	31	into	into	ADP
bracis-19082	119	32	chunks	chunk	NOUN
bracis-19082	119	33	of	of	ADP
bracis-19082	119	34	100	100	NUM
bracis-19082	119	35	-	-	PUNCT
bracis-19082	119	36	word	word	NOUN
bracis-19082	119	37	passages	passage	NOUN
bracis-19082	119	38	.	.	PUNCT
bracis-19082	120	1	4.1	4.1	NUM
bracis-19082	120	2	experiment	experiment	NOUN
bracis-19082	120	3	1	1	NUM
bracis-19082	120	4	:	:	PUNCT
bracis-19082	120	5	systems	system	NOUN
bracis-19082	120	6	without	without	ADP
bracis-19082	120	7	fine	fine	ADJ
bracis-19082	120	8	-	-	PUNCT
bracis-19082	120	9	tune	tune	NOUN
bracis-19082	120	10	experiment	experiment	NOUN
bracis-19082	120	11	1	1	NUM
bracis-19082	120	12	aimed	aim	VERB
bracis-19082	120	13	to	to	PART
bracis-19082	120	14	provide	provide	VERB
bracis-19082	120	15	a	a	DET
bracis-19082	120	16	baseline	baseline	NOUN
bracis-19082	120	17	and	and	CCONJ
bracis-19082	120	18	demonstrate	demonstrate	VERB
bracis-19082	120	19	the	the	DET
bracis-19082	120	20	impact	impact	NOUN
bracis-19082	120	21	of	of	ADP
bracis-19082	120	22	the	the	DET
bracis-19082	120	23	lack	lack	NOUN
bracis-19082	120	24	of	of	ADP
bracis-19082	120	25	a	a	DET
bracis-19082	120	26	fine	fine	ADV
bracis-19082	120	27	-	-	PUNCT
bracis-19082	120	28	tuning	tune	VERB
bracis-19082	120	29	step	step	NOUN
bracis-19082	120	30	with	with	ADP
bracis-19082	120	31	the	the	DET
bracis-19082	120	32	filtered	filter	VERB
bracis-19082	120	33	qa	qa	PROPN
bracis-19082	120	34	base	base	NOUN
bracis-19082	120	35	for	for	ADP
bracis-19082	120	36	the	the	DET
bracis-19082	120	37	problem	problem	NOUN
bracis-19082	120	38	domain	domain	NOUN
bracis-19082	120	39	.	.	PUNCT
bracis-19082	121	1	therefore	therefore	ADV
bracis-19082	121	2	,	,	PUNCT
bracis-19082	121	3	we	we	PRON
bracis-19082	121	4	place	place	VERB
bracis-19082	121	5	the	the	DET
bracis-19082	121	6	two	two	NUM
bracis-19082	121	7	models	model	NOUN
bracis-19082	121	8	,	,	PUNCT
bracis-19082	121	9	reader	reader	NOUN
bracis-19082	121	10	-	-	PUNCT
bracis-19082	121	11	only	only	ADV
bracis-19082	121	12	and	and	CCONJ
bracis-19082	121	13	retriever+reader	retriever+reader	PROPN
bracis-19082	121	14	,	,	PUNCT
bracis-19082	121	15	directly	directly	ADV
bracis-19082	121	16	to	to	PART
bracis-19082	121	17	answer	answer	VERB
bracis-19082	121	18	the	the	DET
bracis-19082	121	19	test	test	NOUN
bracis-19082	121	20	set	set	VERB
bracis-19082	121	21	questions	question	NOUN
bracis-19082	121	22	,	,	PUNCT
bracis-19082	121	23	without	without	ADP
bracis-19082	121	24	any	any	DET
bracis-19082	121	25	previous	previous	ADJ
bracis-19082	121	26	fine	fine	ADJ
bracis-19082	121	27	-	-	PUNCT
bracis-19082	121	28	tune	tune	NOUN
bracis-19082	121	29	,	,	PUNCT
bracis-19082	121	30	as	as	SCONJ
bracis-19082	121	31	indicated	indicate	VERB
bracis-19082	121	32	in	in	ADP
bracis-19082	121	33	figs	fig	NOUN
bracis-19082	121	34	.	.	PUNCT
bracis-19082	121	35	 	 	SPACE
bracis-19082	121	36	1(a	1(a	NUM
bracis-19082	121	37	)	)	PUNCT
bracis-19082	121	38	and	and	CCONJ
bracis-19082	121	39	2(a	2(a	NUM
bracis-19082	121	40	)	)	PUNCT
bracis-19082	121	41	,	,	PUNCT
bracis-19082	121	42	respectively	respectively	ADV
bracis-19082	121	43	.	.	PUNCT
bracis-19082	122	1	4.2	4.2	NUM
bracis-19082	122	2	experiment	experiment	NOUN
bracis-19082	122	3	2	2	NUM
bracis-19082	122	4	:	:	PUNCT
bracis-19082	122	5	reader	reader	NOUN
bracis-19082	122	6	-	-	PUNCT
bracis-19082	122	7	only	only	ADV
bracis-19082	122	8	,	,	PUNCT
bracis-19082	122	9	with	with	ADP
bracis-19082	122	10	 	 	SPACE
bracis-19082	122	11	fine	fine	ADJ
bracis-19082	122	12	-	-	PUNCT
bracis-19082	122	13	tune	tune	NOUN
bracis-19082	122	14	as	as	ADP
bracis-19082	122	15	in	in	ADP
bracis-19082	122	16	experiment	experiment	NOUN
bracis-19082	122	17	1	1	NUM
bracis-19082	122	18	,	,	PUNCT
bracis-19082	122	19	in	in	ADP
bracis-19082	122	20	this	this	DET
bracis-19082	122	21	case	case	NOUN
bracis-19082	122	22	,	,	PUNCT
bracis-19082	122	23	we	we	PRON
bracis-19082	122	24	abdicated	abdicate	VERB
bracis-19082	122	25	the	the	DET
bracis-19082	122	26	retrieval	retrieval	NOUN
bracis-19082	122	27	module	module	NOUN
bracis-19082	122	28	but	but	CCONJ
bracis-19082	122	29	performed	perform	VERB
bracis-19082	122	30	the	the	DET
bracis-19082	122	31	fine	fine	ADV
bracis-19082	122	32	-	-	PUNCT
bracis-19082	122	33	tuning	tuning	NOUN
bracis-19082	122	34	of	of	ADP
bracis-19082	122	35	ptt5	ptt5	NOUN
bracis-19082	122	36	in	in	ADP
bracis-19082	122	37	our	our	PRON
bracis-19082	122	38	domain	domain	NOUN
bracis-19082	122	39	-	-	PUNCT
bracis-19082	122	40	specific	specific	ADJ
bracis-19082	122	41	qa	qa	PROPN
bracis-19082	122	42	dataset	dataset	NOUN
bracis-19082	122	43	.	.	PUNCT
bracis-19082	123	1	all	all	DET
bracis-19082	123	2	other	other	ADJ
bracis-19082	123	3	parameters	parameter	NOUN
bracis-19082	123	4	are	be	AUX
bracis-19082	123	5	identical	identical	ADJ
bracis-19082	123	6	to	to	ADP
bracis-19082	123	7	those	those	PRON
bracis-19082	123	8	of	of	ADP
bracis-19082	123	9	the	the	DET
bracis-19082	123	10	reader	reader	NOUN
bracis-19082	123	11	in	in	ADP
bracis-19082	123	12	the	the	DET
bracis-19082	123	13	previous	previous	ADJ
bracis-19082	123	14	subsection	subsection	NOUN
bracis-19082	123	15	.	.	PUNCT
bracis-19082	124	1	figure	figure	NOUN
bracis-19082	124	2	 	 	SPACE
bracis-19082	124	3	1(b	1(b	NUM
bracis-19082	124	4	)	)	PUNCT
bracis-19082	124	5	illustrates	illustrate	VERB
bracis-19082	124	6	the	the	DET
bracis-19082	124	7	procedure	procedure	NOUN
bracis-19082	124	8	.	.	PUNCT
bracis-19082	125	1	4.3	4.3	NUM
bracis-19082	125	2	experiment	experiment	NOUN
bracis-19082	125	3	3	3	NUM
bracis-19082	125	4	:	:	PUNCT
bracis-19082	125	5	retriever+reader	retriever+reader	VERB
bracis-19082	125	6	with	with	ADP
bracis-19082	125	7	 	 	SPACE
bracis-19082	125	8	fine	fine	ADJ
bracis-19082	125	9	-	-	PUNCT
bracis-19082	125	10	tune	tune	NOUN
bracis-19082	125	11	in	in	ADP
bracis-19082	125	12	this	this	DET
bracis-19082	125	13	experiment	experiment	NOUN
bracis-19082	125	14	,	,	PUNCT
bracis-19082	125	15	the	the	DET
bracis-19082	125	16	model	model	NOUN
bracis-19082	125	17	was	be	AUX
bracis-19082	125	18	composed	compose	VERB
bracis-19082	125	19	of	of	ADP
bracis-19082	125	20	the	the	DET
bracis-19082	125	21	two	two	NUM
bracis-19082	125	22	modules	module	NOUN
bracis-19082	125	23	,	,	PUNCT
bracis-19082	125	24	retriever	retriever	NOUN
bracis-19082	125	25	and	and	CCONJ
bracis-19082	125	26	reader	reader	NOUN
bracis-19082	125	27	,	,	PUNCT
bracis-19082	125	28	as	as	ADP
bracis-19082	125	29	in	in	ADP
bracis-19082	125	30	the	the	DET
bracis-19082	125	31	second	second	ADJ
bracis-19082	125	32	case	case	NOUN
bracis-19082	125	33	discussed	discuss	VERB
bracis-19082	125	34	in	in	ADP
bracis-19082	125	35	experiment	experiment	NOUN
bracis-19082	125	36	1	1	NUM
bracis-19082	125	37	,	,	PUNCT
bracis-19082	125	38	with	with	ADP
bracis-19082	125	39	the	the	DET
bracis-19082	125	40	difference	difference	NOUN
bracis-19082	125	41	that	that	PRON
bracis-19082	125	42	now	now	ADV
bracis-19082	125	43	ptt5	ptt5	PROPN
bracis-19082	125	44	is	be	AUX
bracis-19082	125	45	submitted	submit	VERB
bracis-19082	125	46	to	to	ADP
bracis-19082	125	47	a	a	DET
bracis-19082	125	48	fine	fine	ADV
bracis-19082	125	49	-	-	PUNCT
bracis-19082	125	50	tuning	tuning	NOUN
bracis-19082	125	51	on	on	ADP
bracis-19082	125	52	our	our	PRON
bracis-19082	125	53	domain	domain	NOUN
bracis-19082	125	54	-	-	PUNCT
bracis-19082	125	55	specific	specific	ADJ
bracis-19082	125	56	qa	qa	NOUN
bracis-19082	125	57	dataset	dataset	NOUN
bracis-19082	125	58	,	,	PUNCT
bracis-19082	125	59	as	as	SCONJ
bracis-19082	125	60	shown	show	VERB
bracis-19082	125	61	in	in	ADP
bracis-19082	125	62	fig	fig	NOUN
bracis-19082	125	63	.	.	PUNCT
bracis-19082	125	64	 	 	SPACE
bracis-19082	125	65	2(b	2(b	NUM
bracis-19082	125	66	)	)	PUNCT
bracis-19082	125	67	.	.	PUNCT
bracis-19082	126	1	in	in	ADP
bracis-19082	126	2	this	this	DET
bracis-19082	126	3	experiment	experiment	NOUN
bracis-19082	126	4	,	,	PUNCT
bracis-19082	126	5	we	we	PRON
bracis-19082	126	6	explore	explore	VERB
bracis-19082	126	7	the	the	DET
bracis-19082	126	8	impact	impact	NOUN
bracis-19082	126	9	on	on	ADP
bracis-19082	126	10	the	the	DET
bracis-19082	126	11	quality	quality	NOUN
bracis-19082	126	12	of	of	ADP
bracis-19082	126	13	model	model	NOUN
bracis-19082	126	14	answers	answer	NOUN
bracis-19082	126	15	to	to	ADP
bracis-19082	126	16	:	:	PUNCT
bracis-19082	127	1	1	1	X
bracis-19082	127	2	.	.	X
bracis-19082	127	3	a	a	DET
bracis-19082	127	4	larger	large	ADJ
bracis-19082	127	5	number	number	NOUN
bracis-19082	127	6	of	of	ADP
bracis-19082	127	7	passages	passage	NOUN
bracis-19082	127	8	retrieved	retrieve	VERB
bracis-19082	127	9	by	by	ADP
bracis-19082	127	10	the	the	DET
bracis-19082	127	11	retriever	retriever	NOUN
bracis-19082	127	12	;	;	PUNCT
bracis-19082	127	13	2	2	X
bracis-19082	127	14	.	.	X
bracis-19082	127	15	each	each	DET
bracis-19082	127	16	kb	kb	PROPN
bracis-19082	127	17	(	(	PUNCT
bracis-19082	127	18	wiki	wiki	PROPN
bracis-19082	127	19	,	,	PUNCT
bracis-19082	127	20	news	news	NOUN
bracis-19082	127	21	and	and	CCONJ
bracis-19082	127	22	wiki+news	wiki+new	NOUN
bracis-19082	127	23	)	)	PUNCT
bracis-19082	127	24	.	.	PUNCT
bracis-19082	128	1	thus	thus	ADV
bracis-19082	128	2	,	,	PUNCT
bracis-19082	128	3	we	we	PRON
bracis-19082	128	4	trained	train	VERB
bracis-19082	128	5	the	the	DET
bracis-19082	128	6	model	model	NOUN
bracis-19082	128	7	with	with	ADP
bracis-19082	128	8	\(k	\(k	NOUN
bracis-19082	128	9	=	=	SYM
bracis-19082	128	10	5\	5\	PROPN
bracis-19082	128	11	)	)	PUNCT
bracis-19082	128	12	retrieved	retrieve	VERB
bracis-19082	128	13	passages	passage	NOUN
bracis-19082	128	14	and	and	CCONJ
bracis-19082	128	15	512	512	NUM
bracis-19082	128	16	entry	entry	NOUN
bracis-19082	128	17	tokens	token	NOUN
bracis-19082	128	18	for	for	ADP
bracis-19082	128	19	ptt5	ptt5	PROPN
bracis-19082	128	20	three	three	NUM
bracis-19082	128	21	times	time	NOUN
bracis-19082	128	22	,	,	PUNCT
bracis-19082	128	23	once	once	ADV
bracis-19082	128	24	with	with	ADP
bracis-19082	128	25	each	each	DET
bracis-19082	128	26	distinct	distinct	PROPN
bracis-19082	128	27	kb	kb	PROPN
bracis-19082	128	28	(	(	PUNCT
bracis-19082	128	29	wiki	wiki	PROPN
bracis-19082	128	30	,	,	PUNCT
bracis-19082	128	31	news	news	NOUN
bracis-19082	128	32	,	,	PUNCT
bracis-19082	128	33	and	and	CCONJ
bracis-19082	128	34	wiki+news	wiki+news	PROPN
bracis-19082	128	35	)	)	PUNCT
bracis-19082	128	36	.	.	PUNCT
bracis-19082	129	1	then	then	ADV
bracis-19082	129	2	,	,	PUNCT
bracis-19082	129	3	we	we	PRON
bracis-19082	129	4	repeated	repeat	VERB
bracis-19082	129	5	the	the	DET
bracis-19082	129	6	same	same	ADJ
bracis-19082	129	7	3	3	NUM
bracis-19082	129	8	pieces	piece	NOUN
bracis-19082	129	9	of	of	ADP
bracis-19082	129	10	training	training	NOUN
bracis-19082	129	11	but	but	CCONJ
bracis-19082	129	12	considering	consider	VERB
bracis-19082	129	13	\(k	\(k	NOUN
bracis-19082	129	14	=	=	SYM
bracis-19082	129	15	10\	10\	NUM
bracis-19082	129	16	)	)	PUNCT
bracis-19082	129	17	and	and	CCONJ
bracis-19082	129	18	1024	1024	NUM
bracis-19082	129	19	entry	entry	NOUN
bracis-19082	129	20	tokens	token	NOUN
bracis-19082	129	21	for	for	ADP
bracis-19082	129	22	ptt5	ptt5	PROPN
bracis-19082	129	23	.	.	PUNCT
bracis-19082	130	1	5	5	NUM
bracis-19082	130	2	results	result	NOUN
bracis-19082	130	3	and	and	CCONJ
bracis-19082	130	4	 	 	SPACE
bracis-19082	130	5	discussion	discussion	NOUN
bracis-19082	130	6	the	the	DET
bracis-19082	130	7	results	result	NOUN
bracis-19082	130	8	of	of	ADP
bracis-19082	130	9	all	all	DET
bracis-19082	130	10	the	the	DET
bracis-19082	130	11	experiments	experiment	NOUN
bracis-19082	130	12	described	describe	VERB
bracis-19082	130	13	in	in	ADP
bracis-19082	130	14	the	the	DET
bracis-19082	130	15	previous	previous	ADJ
bracis-19082	130	16	section	section	NOUN
bracis-19082	130	17	are	be	AUX
bracis-19082	130	18	consolidated	consolidate	VERB
bracis-19082	130	19	in	in	ADP
bracis-19082	130	20	table	table	NOUN
bracis-19082	130	21	 	 	SPACE
bracis-19082	130	22	1	1	NUM
bracis-19082	130	23	.	.	PUNCT
bracis-19082	131	1	as	as	SCONJ
bracis-19082	131	2	the	the	DET
bracis-19082	131	3	metrics	metric	NOUN
bracis-19082	131	4	are	be	AUX
bracis-19082	131	5	highly	highly	ADV
bracis-19082	131	6	correlated	correlate	VERB
bracis-19082	131	7	,	,	PUNCT
bracis-19082	131	8	we	we	PRON
bracis-19082	131	9	will	will	AUX
bracis-19082	131	10	focus	focus	VERB
bracis-19082	131	11	on	on	ADP
bracis-19082	131	12	the	the	DET
bracis-19082	131	13	f1	f1	NOUN
bracis-19082	131	14	-	-	PUNCT
bracis-19082	131	15	score	score	NOUN
bracis-19082	131	16	from	from	ADP
bracis-19082	131	17	now	now	ADV
bracis-19082	131	18	on	on	ADV
bracis-19082	131	19	.	.	PUNCT
bracis-19082	132	1	information	information	NOUN
bracis-19082	132	2	on	on	ADP
bracis-19082	132	3	training	training	NOUN
bracis-19082	132	4	and	and	CCONJ
bracis-19082	132	5	inference	inference	NOUN
bracis-19082	132	6	times	time	NOUN
bracis-19082	132	7	,	,	PUNCT
bracis-19082	132	8	as	as	ADV
bracis-19082	132	9	well	well	ADV
bracis-19082	132	10	as	as	ADP
bracis-19082	132	11	the	the	DET
bracis-19082	132	12	machine	machine	NOUN
bracis-19082	132	13	settings	setting	NOUN
bracis-19082	132	14	used	use	VERB
bracis-19082	132	15	,	,	PUNCT
bracis-19082	132	16	can	can	AUX
bracis-19082	132	17	be	be	AUX
bracis-19082	132	18	found	find	VERB
bracis-19082	132	19	in	in	ADP
bracis-19082	132	20	appendix	appendix	ADJ
bracis-19082	132	21	c.	c.	NOUN
bracis-19082	132	22	table	table	NOUN
bracis-19082	132	23	1	1	NUM
bracis-19082	132	24	.	.	PUNCT
bracis-19082	132	25	main	main	ADJ
bracis-19082	132	26	results	result	NOUN
bracis-19082	132	27	of	of	ADP
bracis-19082	132	28	the	the	DET
bracis-19082	132	29	tests	test	NOUN
bracis-19082	132	30	conducted	conduct	VERB
bracis-19082	132	31	analysed	analyse	VERB
bracis-19082	132	32	by	by	ADP
bracis-19082	132	33	the	the	DET
bracis-19082	132	34	metrics	metric	NOUN
bracis-19082	132	35	f1	f1	NOUN
bracis-19082	132	36	-	-	PUNCT
bracis-19082	132	37	score	score	NOUN
bracis-19082	132	38	,	,	PUNCT
bracis-19082	132	39	exact	exact	ADJ
bracis-19082	132	40	match	match	NOUN
bracis-19082	132	41	and	and	CCONJ
bracis-19082	132	42	rouge	rouge	NOUN
bracis-19082	132	43	-	-	PUNCT
bracis-19082	132	44	l.	l.	NOUN
bracis-19082	132	45	the	the	DET
bracis-19082	132	46	best	good	ADJ
bracis-19082	132	47	model	model	NOUN
bracis-19082	132	48	was	be	AUX
bracis-19082	132	49	the	the	DET
bracis-19082	132	50	one	one	NOUN
bracis-19082	132	51	with	with	ADP
bracis-19082	132	52	a	a	DET
bracis-19082	132	53	reader	reader	NOUN
bracis-19082	132	54	and	and	CCONJ
bracis-19082	132	55	a	a	DET
bracis-19082	132	56	retriever	retriever	NOUN
bracis-19082	132	57	backed	back	VERB
bracis-19082	132	58	only	only	ADV
bracis-19082	132	59	on	on	ADP
bracis-19082	132	60	the	the	DET
bracis-19082	132	61	wiki	wiki	PROPN
bracis-19082	132	62	database	database	NOUN
bracis-19082	132	63	,	,	PUNCT
bracis-19082	132	64	with	with	ADP
bracis-19082	132	65	10	10	NUM
bracis-19082	132	66	passages	passage	NOUN
bracis-19082	132	67	retrieved.full	retrieved.full	VERB
bracis-19082	132	68	size	size	NOUN
bracis-19082	132	69	table	table	NOUN
bracis-19082	132	70	5.1	5.1	NUM
bracis-19082	132	71	importance	importance	NOUN
bracis-19082	132	72	of	of	ADP
bracis-19082	132	73	 	 	SPACE
bracis-19082	132	74	fine	fine	ADJ
bracis-19082	132	75	-	-	PUNCT
bracis-19082	132	76	tune	tune	NOUN
bracis-19082	132	77	on	on	ADP
bracis-19082	132	78	 	 	SPACE
bracis-19082	132	79	the	the	DET
bracis-19082	132	80	 	 	SPACE
bracis-19082	132	81	specific	specific	ADJ
bracis-19082	132	82	domain	domain	NOUN
bracis-19082	132	83	as	as	SCONJ
bracis-19082	132	84	expected	expect	VERB
bracis-19082	132	85	,	,	PUNCT
bracis-19082	132	86	the	the	DET
bracis-19082	132	87	models	model	NOUN
bracis-19082	132	88	from	from	ADP
bracis-19082	132	89	experiment	experiment	NOUN
bracis-19082	132	90	1	1	NUM
bracis-19082	132	91	,	,	PUNCT
bracis-19082	132	92	without	without	ADP
bracis-19082	132	93	fine	fine	ADJ
bracis-19082	132	94	-	-	PUNCT
bracis-19082	132	95	tune	tune	NOUN
bracis-19082	132	96	,	,	PUNCT
bracis-19082	132	97	had	have	VERB
bracis-19082	132	98	the	the	DET
bracis-19082	132	99	worst	bad	ADJ
bracis-19082	132	100	results	result	NOUN
bracis-19082	132	101	of	of	ADP
bracis-19082	132	102	all	all	PRON
bracis-19082	132	103	.	.	PUNCT
bracis-19082	133	1	this	this	PRON
bracis-19082	133	2	demonstrates	demonstrate	VERB
bracis-19082	133	3	the	the	DET
bracis-19082	133	4	importance	importance	NOUN
bracis-19082	133	5	of	of	ADP
bracis-19082	133	6	this	this	DET
bracis-19082	133	7	training	training	NOUN
bracis-19082	133	8	phase	phase	NOUN
bracis-19082	133	9	and	and	CCONJ
bracis-19082	133	10	the	the	DET
bracis-19082	133	11	construction	construction	NOUN
bracis-19082	133	12	of	of	ADP
bracis-19082	133	13	the	the	DET
bracis-19082	133	14	domain	domain	NOUN
bracis-19082	133	15	-	-	PUNCT
bracis-19082	133	16	specific	specific	ADJ
bracis-19082	133	17	dataset	dataset	NOUN
bracis-19082	133	18	we	we	PRON
bracis-19082	133	19	performed	perform	VERB
bracis-19082	133	20	:	:	PUNCT
bracis-19082	133	21	the	the	DET
bracis-19082	133	22	reader	reader	NOUN
bracis-19082	133	23	-	-	PUNCT
bracis-19082	133	24	only	only	ADV
bracis-19082	133	25	from	from	ADP
bracis-19082	133	26	experiment	experiment	NOUN
bracis-19082	133	27	2	2	NUM
bracis-19082	133	28	,	,	PUNCT
bracis-19082	133	29	fine	fine	ADV
bracis-19082	133	30	-	-	PUNCT
bracis-19082	133	31	tuned	tune	VERB
bracis-19082	133	32	in	in	ADP
bracis-19082	133	33	our	our	PRON
bracis-19082	133	34	qa	qa	PROPN
bracis-19082	133	35	dataset	dataset	NOUN
bracis-19082	133	36	,	,	PUNCT
bracis-19082	133	37	performed	perform	VERB
bracis-19082	133	38	11	11	NUM
bracis-19082	133	39	times	time	NOUN
bracis-19082	133	40	better	well	ADJ
bracis-19082	133	41	than	than	ADP
bracis-19082	133	42	the	the	DET
bracis-19082	133	43	reader+retriever	reader+retriever	PROPN
bracis-19082	133	44	system	system	NOUN
bracis-19082	133	45	from	from	ADP
bracis-19082	133	46	experiment	experiment	NOUN
bracis-19082	133	47	1	1	NUM
bracis-19082	133	48	,	,	PUNCT
bracis-19082	133	49	which	which	PRON
bracis-19082	133	50	had	have	VERB
bracis-19082	133	51	access	access	NOUN
bracis-19082	133	52	to	to	ADP
bracis-19082	133	53	a	a	DET
bracis-19082	133	54	kb	kb	PROPN
bracis-19082	133	55	composed	compose	VERB
bracis-19082	133	56	of	of	ADP
bracis-19082	133	57	all	all	DET
bracis-19082	133	58	the	the	DET
bracis-19082	133	59	news	news	NOUN
bracis-19082	133	60	and	and	CCONJ
bracis-19082	133	61	wikipedia	wikipedia	PROPN
bracis-19082	133	62	articles	article	NOUN
bracis-19082	133	63	collected	collect	VERB
bracis-19082	133	64	,	,	PUNCT
bracis-19082	133	65	and	and	CCONJ
bracis-19082	133	66	achieved	achieve	VERB
bracis-19082	133	67	scores	score	NOUN
bracis-19082	133	68	comparable	comparable	ADJ
bracis-19082	133	69	to	to	ADP
bracis-19082	133	70	models	model	NOUN
bracis-19082	133	71	that	that	PRON
bracis-19082	133	72	were	be	AUX
bracis-19082	133	73	fine	fine	ADV
bracis-19082	133	74	-	-	PUNCT
bracis-19082	133	75	tuned	tune	VERB
bracis-19082	133	76	and	and	CCONJ
bracis-19082	133	77	had	have	VERB
bracis-19082	133	78	access	access	NOUN
bracis-19082	133	79	to	to	ADP
bracis-19082	133	80	one	one	NUM
bracis-19082	133	81	kb	kb	PROPN
bracis-19082	133	82	.	.	PUNCT
bracis-19082	134	1	then	then	ADV
bracis-19082	134	2	,	,	PUNCT
bracis-19082	134	3	in	in	ADP
bracis-19082	134	4	short	short	ADJ
bracis-19082	134	5	,	,	PUNCT
bracis-19082	134	6	the	the	DET
bracis-19082	134	7	presence	presence	NOUN
bracis-19082	134	8	of	of	ADP
bracis-19082	134	9	the	the	DET
bracis-19082	134	10	retrieval	retrieval	NOUN
bracis-19082	134	11	module	module	NOUN
bracis-19082	134	12	does	do	AUX
bracis-19082	134	13	not	not	PART
bracis-19082	134	14	compensate	compensate	VERB
bracis-19082	134	15	for	for	ADP
bracis-19082	134	16	the	the	DET
bracis-19082	134	17	absence	absence	NOUN
bracis-19082	134	18	of	of	ADP
bracis-19082	134	19	the	the	DET
bracis-19082	134	20	model	model	NOUN
bracis-19082	134	21	’s	’s	PART
bracis-19082	134	22	fine	fine	ADJ
bracis-19082	134	23	-	-	PUNCT
bracis-19082	134	24	tune	tune	NOUN
bracis-19082	134	25	.	.	PUNCT
bracis-19082	135	1	5.2	5.2	NUM
bracis-19082	135	2	impact	impact	NOUN
bracis-19082	135	3	of	of	ADP
bracis-19082	135	4	 	 	SPACE
bracis-19082	135	5	different	different	ADJ
bracis-19082	135	6	kbs	kbs	PROPN
bracis-19082	135	7	on	on	ADP
bracis-19082	135	8	 	 	SPACE
bracis-19082	135	9	scores	score	NOUN
bracis-19082	135	10	experiment	experiment	NOUN
bracis-19082	135	11	3	3	NUM
bracis-19082	135	12	allowed	allow	VERB
bracis-19082	135	13	us	we	PRON
bracis-19082	135	14	to	to	PART
bracis-19082	135	15	compare	compare	VERB
bracis-19082	135	16	the	the	DET
bracis-19082	135	17	effect	effect	NOUN
bracis-19082	135	18	of	of	ADP
bracis-19082	135	19	each	each	DET
bracis-19082	135	20	kb	kb	PROPN
bracis-19082	135	21	on	on	ADP
bracis-19082	135	22	the	the	DET
bracis-19082	135	23	quality	quality	NOUN
bracis-19082	135	24	of	of	ADP
bracis-19082	135	25	the	the	DET
bracis-19082	135	26	systems	system	NOUN
bracis-19082	135	27	’	'	PUNCT
bracis-19082	135	28	responses	response	NOUN
bracis-19082	135	29	with	with	ADP
bracis-19082	135	30	the	the	DET
bracis-19082	135	31	retriever	retriever	NOUN
bracis-19082	135	32	.	.	PUNCT
bracis-19082	136	1	for	for	ADP
bracis-19082	136	2	both	both	DET
bracis-19082	136	3	\(k	\(k	NOUN
bracis-19082	136	4	=	=	SYM
bracis-19082	136	5	5\	5\	PROPN
bracis-19082	136	6	)	)	PUNCT
bracis-19082	136	7	and	and	CCONJ
bracis-19082	136	8	for	for	ADP
bracis-19082	136	9	\(k	\(k	NOUN
bracis-19082	136	10	=	=	SYM
bracis-19082	136	11	10\	10\	NUM
bracis-19082	136	12	)	)	PUNCT
bracis-19082	136	13	,	,	PUNCT
bracis-19082	136	14	we	we	PRON
bracis-19082	136	15	observed	observe	VERB
bracis-19082	136	16	that	that	SCONJ
bracis-19082	136	17	the	the	DET
bracis-19082	136	18	systems	system	NOUN
bracis-19082	136	19	supported	support	VERB
bracis-19082	136	20	only	only	ADV
bracis-19082	136	21	by	by	ADP
bracis-19082	136	22	the	the	DET
bracis-19082	136	23	wiki	wiki	PROPN
bracis-19082	136	24	kb	kb	PROPN
bracis-19082	136	25	performed	perform	VERB
bracis-19082	136	26	better	well	ADV
bracis-19082	136	27	than	than	ADP
bracis-19082	136	28	those	those	PRON
bracis-19082	136	29	that	that	PRON
bracis-19082	136	30	have	have	VERB
bracis-19082	136	31	access	access	NOUN
bracis-19082	136	32	to	to	ADP
bracis-19082	136	33	the	the	DET
bracis-19082	136	34	expanded	expand	VERB
bracis-19082	136	35	kb	kb	PROPN
bracis-19082	136	36	with	with	ADP
bracis-19082	136	37	newspaper	newspaper	NOUN
bracis-19082	136	38	news	news	NOUN
bracis-19082	136	39	(	(	PUNCT
bracis-19082	136	40	wiki+news	wiki+news	PROPN
bracis-19082	136	41	)	)	PUNCT
bracis-19082	136	42	,	,	PUNCT
bracis-19082	136	43	which	which	PRON
bracis-19082	136	44	was	be	AUX
bracis-19082	136	45	contrary	contrary	ADJ
bracis-19082	136	46	to	to	ADP
bracis-19082	136	47	what	what	PRON
bracis-19082	136	48	we	we	PRON
bracis-19082	136	49	expected	expect	VERB
bracis-19082	136	50	at	at	ADP
bracis-19082	136	51	the	the	DET
bracis-19082	136	52	beginning	beginning	NOUN
bracis-19082	136	53	.	.	PUNCT
bracis-19082	137	1	also	also	ADV
bracis-19082	137	2	,	,	PUNCT
bracis-19082	137	3	in	in	ADP
bracis-19082	137	4	both	both	DET
bracis-19082	137	5	cases	case	NOUN
bracis-19082	137	6	,	,	PUNCT
bracis-19082	137	7	the	the	DET
bracis-19082	137	8	least	least	ADV
bracis-19082	137	9	competitive	competitive	ADJ
bracis-19082	137	10	results	result	NOUN
bracis-19082	137	11	occurred	occur	VERB
bracis-19082	137	12	when	when	SCONJ
bracis-19082	137	13	the	the	DET
bracis-19082	137	14	kb	kb	PROPN
bracis-19082	137	15	is	be	AUX
bracis-19082	137	16	composed	compose	VERB
bracis-19082	137	17	only	only	ADV
bracis-19082	137	18	by	by	ADP
bracis-19082	137	19	the	the	DET
bracis-19082	137	20	news	news	PROPN
bracis-19082	137	21	kb	kb	PROPN
bracis-19082	137	22	,	,	PUNCT
bracis-19082	137	23	still	still	ADV
bracis-19082	137	24	,	,	PUNCT
bracis-19082	137	25	however	however	ADV
bracis-19082	137	26	,	,	PUNCT
bracis-19082	137	27	surpassing	surpass	VERB
bracis-19082	137	28	the	the	DET
bracis-19082	137	29	reader	reader	NOUN
bracis-19082	137	30	-	-	PUNCT
bracis-19082	137	31	only	only	ADJ
bracis-19082	137	32	model	model	NOUN
bracis-19082	137	33	.	.	PUNCT
bracis-19082	138	1	a	a	DET
bracis-19082	138	2	possible	possible	ADJ
bracis-19082	138	3	explanation	explanation	NOUN
bracis-19082	138	4	for	for	ADP
bracis-19082	138	5	this	this	DET
bracis-19082	138	6	phenomenon	phenomenon	NOUN
bracis-19082	138	7	may	may	AUX
bracis-19082	138	8	lie	lie	VERB
bracis-19082	138	9	in	in	ADP
bracis-19082	138	10	the	the	DET
bracis-19082	138	11	paq	paq	NOUN
bracis-19082	138	12	construction	construction	NOUN
bracis-19082	138	13	process	process	NOUN
bracis-19082	138	14	,	,	PUNCT
bracis-19082	138	15	which	which	PRON
bracis-19082	138	16	is	be	AUX
bracis-19082	138	17	automatically	automatically	ADV
bracis-19082	138	18	generated	generate	VERB
bracis-19082	138	19	on	on	ADP
bracis-19082	138	20	wikipedia	wikipedia	PROPN
bracis-19082	138	21	passages	passage	NOUN
bracis-19082	138	22	in	in	ADP
bracis-19082	138	23	english	english	PROPN
bracis-19082	138	24	.	.	PUNCT
bracis-19082	139	1	this	this	PRON
bracis-19082	139	2	can	can	AUX
bracis-19082	139	3	generate	generate	VERB
bracis-19082	139	4	a	a	DET
bracis-19082	139	5	bias	bias	NOUN
bracis-19082	139	6	in	in	ADP
bracis-19082	139	7	favor	favor	NOUN
bracis-19082	139	8	of	of	ADP
bracis-19082	139	9	the	the	DET
bracis-19082	139	10	kb	kb	PROPN
bracis-19082	139	11	formed	form	VERB
bracis-19082	139	12	by	by	ADP
bracis-19082	139	13	a	a	DET
bracis-19082	139	14	specific	specific	ADJ
bracis-19082	139	15	category	category	NOUN
bracis-19082	139	16	of	of	ADP
bracis-19082	139	17	wikipedia	wikipedia	PROPN
bracis-19082	139	18	,	,	PUNCT
bracis-19082	139	19	even	even	ADV
bracis-19082	139	20	though	though	SCONJ
bracis-19082	139	21	it	it	PRON
bracis-19082	139	22	is	be	AUX
bracis-19082	139	23	,	,	PUNCT
bracis-19082	139	24	here	here	ADV
bracis-19082	139	25	,	,	PUNCT
bracis-19082	139	26	in	in	ADP
bracis-19082	139	27	portuguese	portuguese	NOUN
bracis-19082	139	28	.	.	PUNCT
bracis-19082	140	1	5.3	5.3	NUM
bracis-19082	140	2	influence	influence	NOUN
bracis-19082	140	3	of	of	ADP
bracis-19082	140	4	 	 	SPACE
bracis-19082	140	5	distractors	distractor	NOUN
bracis-19082	140	6	on	on	ADP
bracis-19082	140	7	 	 	SPACE
bracis-19082	140	8	the	the	DET
bracis-19082	140	9	 	 	SPACE
bracis-19082	140	10	reader	reader	NOUN
bracis-19082	140	11	finally	finally	ADV
bracis-19082	140	12	,	,	PUNCT
bracis-19082	140	13	it	it	PRON
bracis-19082	140	14	is	be	AUX
bracis-19082	140	15	remarkable	remarkable	ADJ
bracis-19082	140	16	that	that	SCONJ
bracis-19082	140	17	doubling	double	VERB
bracis-19082	140	18	the	the	DET
bracis-19082	140	19	number	number	NOUN
bracis-19082	140	20	of	of	ADP
bracis-19082	140	21	retrieved	retrieve	VERB
bracis-19082	140	22	passages	passage	NOUN
bracis-19082	140	23	to	to	ADP
bracis-19082	140	24	\(k	\(k	NOUN
bracis-19082	140	25	=	=	PUNCT
bracis-19082	140	26	10\	10\	NUM
bracis-19082	140	27	)	)	PUNCT
bracis-19082	140	28	improves	improve	VERB
bracis-19082	140	29	the	the	DET
bracis-19082	140	30	performance	performance	NOUN
bracis-19082	140	31	of	of	ADP
bracis-19082	140	32	the	the	DET
bracis-19082	140	33	models	model	NOUN
bracis-19082	140	34	with	with	ADP
bracis-19082	140	35	wiki	wiki	NOUN
bracis-19082	140	36	,	,	PUNCT
bracis-19082	140	37	even	even	ADV
bracis-19082	140	38	when	when	SCONJ
bracis-19082	140	39	integrated	integrate	VERB
bracis-19082	140	40	with	with	ADP
bracis-19082	140	41	the	the	DET
bracis-19082	140	42	news	news	NOUN
bracis-19082	140	43	,	,	PUNCT
bracis-19082	140	44	but	but	CCONJ
bracis-19082	140	45	simultaneously	simultaneously	ADV
bracis-19082	140	46	the	the	DET
bracis-19082	140	47	worst	bad	ADJ
bracis-19082	140	48	model	model	NOUN
bracis-19082	140	49	among	among	ADP
bracis-19082	140	50	those	those	PRON
bracis-19082	140	51	that	that	PRON
bracis-19082	140	52	have	have	VERB
bracis-19082	140	53	access	access	NOUN
bracis-19082	140	54	to	to	ADP
bracis-19082	140	55	a	a	DET
bracis-19082	140	56	kb	kb	PROPN
bracis-19082	140	57	is	be	AUX
bracis-19082	140	58	the	the	DET
bracis-19082	140	59	one	one	NUM
bracis-19082	140	60	composed	compose	VERB
bracis-19082	140	61	solely	solely	ADV
bracis-19082	140	62	of	of	ADP
bracis-19082	140	63	news	news	NOUN
bracis-19082	140	64	.	.	PUNCT
bracis-19082	141	1	it	it	PRON
bracis-19082	141	2	is	be	AUX
bracis-19082	141	3	slightly	slightly	ADV
bracis-19082	141	4	inferior	inferior	ADJ
bracis-19082	141	5	even	even	ADV
bracis-19082	141	6	to	to	ADP
bracis-19082	141	7	the	the	DET
bracis-19082	141	8	same	same	ADJ
bracis-19082	141	9	model	model	NOUN
bracis-19082	141	10	configured	configure	VERB
bracis-19082	141	11	with	with	ADP
bracis-19082	141	12	\(k	\(k	NOUN
bracis-19082	141	13	=	=	SYM
bracis-19082	141	14	5\	5\	PROPN
bracis-19082	141	15	)	)	PUNCT
bracis-19082	141	16	.	.	PUNCT
bracis-19082	142	1	arguably	arguably	ADV
bracis-19082	142	2	,	,	PUNCT
bracis-19082	142	3	this	this	PRON
bracis-19082	142	4	is	be	AUX
bracis-19082	142	5	because	because	SCONJ
bracis-19082	142	6	,	,	PUNCT
bracis-19082	142	7	when	when	SCONJ
bracis-19082	142	8	we	we	PRON
bracis-19082	142	9	concatenate	concatenate	VERB
bracis-19082	142	10	the	the	DET
bracis-19082	142	11	initial	initial	ADJ
bracis-19082	142	12	question	question	NOUN
bracis-19082	142	13	q	q	PUNCT
bracis-19082	142	14	with	with	ADP
bracis-19082	142	15	the	the	DET
bracis-19082	142	16	10	10	NUM
bracis-19082	142	17	passages	passage	NOUN
bracis-19082	142	18	instead	instead	ADV
bracis-19082	142	19	of	of	ADP
bracis-19082	142	20	5	5	NUM
bracis-19082	142	21	,	,	PUNCT
bracis-19082	142	22	we	we	PRON
bracis-19082	142	23	end	end	VERB
bracis-19082	142	24	up	up	ADP
bracis-19082	142	25	diluting	dilute	VERB
bracis-19082	142	26	the	the	DET
bracis-19082	142	27	weight	weight	NOUN
bracis-19082	142	28	of	of	ADP
bracis-19082	142	29	q	q	NOUN
bracis-19082	142	30	in	in	ADP
bracis-19082	142	31	the	the	DET
bracis-19082	142	32	reformulated	reformulate	VERB
bracis-19082	142	33	question	question	NOUN
bracis-19082	142	34	\(q'\	\(q'\	PROPN
bracis-19082	142	35	)	)	PUNCT
bracis-19082	142	36	(	(	PUNCT
bracis-19082	142	37	a	a	DET
bracis-19082	142	38	much	much	ADV
bracis-19082	142	39	longer	long	ADJ
bracis-19082	142	40	text	text	NOUN
bracis-19082	142	41	)	)	PUNCT
bracis-19082	142	42	,	,	PUNCT
bracis-19082	142	43	making	make	VERB
bracis-19082	142	44	the	the	DET
bracis-19082	142	45	original	original	ADJ
bracis-19082	142	46	question	question	NOUN
bracis-19082	142	47	more	more	ADV
bracis-19082	142	48	diffuse	diffuse	NOUN
bracis-19082	142	49	among	among	ADP
bracis-19082	142	50	heterogeneous	heterogeneous	ADJ
bracis-19082	142	51	news	news	NOUN
bracis-19082	142	52	articles	article	NOUN
bracis-19082	142	53	,	,	PUNCT
bracis-19082	142	54	which	which	PRON
bracis-19082	142	55	does	do	AUX
bracis-19082	142	56	not	not	PART
bracis-19082	142	57	compensate	compensate	VERB
bracis-19082	142	58	for	for	ADP
bracis-19082	142	59	the	the	DET
bracis-19082	142	60	information	information	NOUN
bracis-19082	142	61	gain	gain	NOUN
bracis-19082	142	62	brought	bring	VERB
bracis-19082	142	63	by	by	ADP
bracis-19082	142	64	the	the	DET
bracis-19082	142	65	retrieved	retrieve	VERB
bracis-19082	142	66	passages	passage	NOUN
bracis-19082	142	67	\(\{p_1	\(\{p_1	NOUN
bracis-19082	142	68	,	,	PUNCT
bracis-19082	142	69	p_2	p_2	PROPN
bracis-19082	142	70	,	,	PUNCT
bracis-19082	142	71	...	...	PUNCT
bracis-19082	142	72	,	,	PUNCT
bracis-19082	142	73	p_k\}\	p_k\}\	NOUN
bracis-19082	142	74	)	)	PUNCT
bracis-19082	142	75	.	.	PUNCT
bracis-19082	143	1	still	still	ADV
bracis-19082	143	2	,	,	PUNCT
bracis-19082	143	3	the	the	DET
bracis-19082	143	4	news	news	NOUN
bracis-19082	143	5	kb	kb	PROPN
bracis-19082	143	6	can	can	AUX
bracis-19082	143	7	be	be	AUX
bracis-19082	143	8	helpful	helpful	ADJ
bracis-19082	143	9	due	due	ADP
bracis-19082	143	10	to	to	ADP
bracis-19082	143	11	the	the	DET
bracis-19082	143	12	contemporaneity	contemporaneity	NOUN
bracis-19082	143	13	it	it	PRON
bracis-19082	143	14	aggregates	aggregate	VERB
bracis-19082	143	15	to	to	ADP
bracis-19082	143	16	the	the	DET
bracis-19082	143	17	kb	kb	PROPN
bracis-19082	143	18	,	,	PUNCT
bracis-19082	143	19	which	which	PRON
bracis-19082	143	20	can	can	AUX
bracis-19082	143	21	be	be	AUX
bracis-19082	143	22	particularly	particularly	ADV
bracis-19082	143	23	relevant	relevant	ADJ
bracis-19082	143	24	for	for	ADP
bracis-19082	143	25	reasons	reason	NOUN
bracis-19082	143	26	of	of	ADP
bracis-19082	143	27	explainability	explainability	NOUN
bracis-19082	143	28	.	.	PUNCT
bracis-19082	144	1	table	table	NOUN
bracis-19082	144	2	2	2	NUM
bracis-19082	144	3	.	.	X
bracis-19082	144	4	comparison	comparison	NOUN
bracis-19082	144	5	between	between	ADP
bracis-19082	144	6	a	a	DET
bracis-19082	144	7	case	case	NOUN
bracis-19082	144	8	in	in	ADP
bracis-19082	144	9	which	which	PRON
bracis-19082	144	10	the	the	DET
bracis-19082	144	11	presence	presence	NOUN
bracis-19082	144	12	of	of	ADP
bracis-19082	144	13	the	the	DET
bracis-19082	144	14	retriever	retriever	NOUN
bracis-19082	144	15	is	be	AUX
bracis-19082	144	16	useful	useful	ADJ
bracis-19082	144	17	to	to	PART
bracis-19082	144	18	prevent	prevent	VERB
bracis-19082	144	19	the	the	DET
bracis-19082	144	20	reader	reader	NOUN
bracis-19082	144	21	from	from	ADP
bracis-19082	144	22	making	make	VERB
bracis-19082	144	23	mistakes	mistake	NOUN
bracis-19082	144	24	(	(	PUNCT
bracis-19082	144	25	first	first	ADJ
bracis-19082	144	26	case	case	NOUN
bracis-19082	144	27	)	)	PUNCT
bracis-19082	144	28	,	,	PUNCT
bracis-19082	144	29	and	and	CCONJ
bracis-19082	144	30	another	another	PRON
bracis-19082	144	31	in	in	ADP
bracis-19082	144	32	which	which	PRON
bracis-19082	144	33	the	the	DET
bracis-19082	144	34	retrieved	retrieve	VERB
bracis-19082	144	35	passages	passage	NOUN
bracis-19082	144	36	otherwise	otherwise	ADV
bracis-19082	144	37	mislead	mislead	VERB
bracis-19082	144	38	it	it	PRON
bracis-19082	144	39	due	due	ADP
bracis-19082	144	40	to	to	ADP
bracis-19082	144	41	the	the	DET
bracis-19082	144	42	presence	presence	NOUN
bracis-19082	144	43	of	of	ADP
bracis-19082	144	44	distractors.full	distractors.full	NOUN
bracis-19082	144	45	size	size	NOUN
bracis-19082	144	46	table	table	NOUN
bracis-19082	144	47	the	the	DET
bracis-19082	144	48	same	same	ADJ
bracis-19082	144	49	probably	probably	ADV
bracis-19082	144	50	does	do	AUX
bracis-19082	144	51	not	not	PART
bracis-19082	144	52	occur	occur	VERB
bracis-19082	144	53	as	as	ADV
bracis-19082	144	54	often	often	ADV
bracis-19082	144	55	with	with	ADP
bracis-19082	144	56	the	the	DET
bracis-19082	144	57	wiki	wiki	PROPN
bracis-19082	144	58	kb	kb	PROPN
bracis-19082	144	59	perhaps	perhaps	ADV
bracis-19082	144	60	because	because	SCONJ
bracis-19082	144	61	of	of	ADP
bracis-19082	144	62	the	the	DET
bracis-19082	144	63	generational	generational	ADJ
bracis-19082	144	64	bias	bias	NOUN
bracis-19082	144	65	of	of	ADP
bracis-19082	144	66	paq	paq	NOUN
bracis-19082	144	67	.	.	PUNCT
bracis-19082	145	1	nevertheless	nevertheless	ADV
bracis-19082	145	2	,	,	PUNCT
bracis-19082	145	3	it	it	PRON
bracis-19082	145	4	does	do	AUX
bracis-19082	145	5	not	not	PART
bracis-19082	145	6	make	make	VERB
bracis-19082	145	7	it	it	PRON
bracis-19082	145	8	immune	immune	ADJ
bracis-19082	145	9	to	to	ADP
bracis-19082	145	10	distractors	distractor	NOUN
bracis-19082	145	11	.	.	PUNCT
bracis-19082	146	1	table	table	NOUN
bracis-19082	146	2	 	 	SPACE
bracis-19082	146	3	2	2	NUM
bracis-19082	146	4	illustrates	illustrate	VERB
bracis-19082	146	5	two	two	NUM
bracis-19082	146	6	emblematic	emblematic	ADJ
bracis-19082	146	7	cases	case	NOUN
bracis-19082	146	8	,	,	PUNCT
bracis-19082	146	9	comparing	compare	VERB
bracis-19082	146	10	a	a	DET
bracis-19082	146	11	qa	qa	NOUN
bracis-19082	146	12	system	system	NOUN
bracis-19082	146	13	with	with	ADP
bracis-19082	146	14	only	only	ADV
bracis-19082	146	15	the	the	DET
bracis-19082	146	16	reader	reader	NOUN
bracis-19082	146	17	and	and	CCONJ
bracis-19082	146	18	another	another	PRON
bracis-19082	146	19	with	with	ADP
bracis-19082	146	20	the	the	DET
bracis-19082	146	21	retriever+reader	retriever+reader	PROPN
bracis-19082	146	22	.	.	PUNCT
bracis-19082	147	1	in	in	ADP
bracis-19082	147	2	the	the	DET
bracis-19082	147	3	first	first	ADJ
bracis-19082	147	4	question	question	NOUN
bracis-19082	147	5	,	,	PUNCT
bracis-19082	147	6	whose	whose	DET
bracis-19082	147	7	correct	correct	ADJ
bracis-19082	147	8	answer	answer	NOUN
bracis-19082	147	9	is	be	AUX
bracis-19082	147	10	“	"	PUNCT
bracis-19082	147	11	2001	2001	NUM
bracis-19082	147	12	”	"	PUNCT
bracis-19082	147	13	,	,	PUNCT
bracis-19082	147	14	the	the	DET
bracis-19082	147	15	reader	reader	NOUN
bracis-19082	147	16	-	-	PUNCT
bracis-19082	147	17	only	only	ADV
bracis-19082	147	18	was	be	AUX
bracis-19082	147	19	wrong	wrong	ADJ
bracis-19082	147	20	,	,	PUNCT
bracis-19082	147	21	but	but	CCONJ
bracis-19082	147	22	the	the	DET
bracis-19082	147	23	system	system	NOUN
bracis-19082	147	24	composed	compose	VERB
bracis-19082	147	25	also	also	ADV
bracis-19082	147	26	of	of	ADP
bracis-19082	147	27	a	a	DET
bracis-19082	147	28	retriever	retriever	NOUN
bracis-19082	147	29	was	be	AUX
bracis-19082	147	30	right	right	ADJ
bracis-19082	147	31	.	.	PUNCT
bracis-19082	148	1	the	the	DET
bracis-19082	148	2	retrieved	retrieve	VERB
bracis-19082	148	3	passage	passage	NOUN
bracis-19082	148	4	that	that	PRON
bracis-19082	148	5	contains	contain	VERB
bracis-19082	148	6	the	the	DET
bracis-19082	148	7	answer	answer	NOUN
bracis-19082	148	8	is	be	AUX
bracis-19082	148	9	:	:	PUNCT
bracis-19082	148	10	“	"	PUNCT
bracis-19082	148	11	...	...	PUNCT
bracis-19082	148	12	today	today	NOUN
bracis-19082	148	13	fernando	fernando	PROPN
bracis-19082	148	14	de	de	PROPN
bracis-19082	148	15	noronha	noronha	PROPN
bracis-19082	148	16	’s	’s	PART
bracis-19082	148	17	economy	economy	NOUN
bracis-19082	148	18	depends	depend	VERB
bracis-19082	148	19	on	on	ADP
bracis-19082	148	20	tourism	tourism	NOUN
bracis-19082	148	21	(	(	PUNCT
bracis-19082	148	22	...	...	PUNCT
bracis-19082	148	23	)	)	PUNCT
bracis-19082	149	1	in	in	ADP
bracis-19082	149	2	2001	2001	NUM
bracis-19082	149	3	the	the	DET
bracis-19082	149	4	archipelago	archipelago	NOUN
bracis-19082	149	5	was	be	AUX
bracis-19082	149	6	declared	declare	VERB
bracis-19082	149	7	a	a	DET
bracis-19082	149	8	world	world	NOUN
bracis-19082	149	9	heritage	heritage	NOUN
bracis-19082	149	10	site	site	NOUN
bracis-19082	149	11	,	,	PUNCT
bracis-19082	149	12	including	include	VERB
bracis-19082	149	13	the	the	DET
bracis-19082	149	14	atol	atol	PROPN
bracis-19082	149	15	das	das	PROPN
bracis-19082	149	16	rocas	rocas	NOUN
bracis-19082	149	17	,	,	PUNCT
bracis-19082	149	18	as	as	SCONJ
bracis-19082	149	19	sítio	sítio	PROPN
bracis-19082	149	20	das	das	PROPN
bracis-19082	149	21	ilhas	ilhas	PROPN
bracis-19082	149	22	...	...	PUNCT
bracis-19082	149	23	”	"	PUNCT
bracis-19082	149	24	.	.	PUNCT
bracis-19082	150	1	thus	thus	ADV
bracis-19082	150	2	,	,	PUNCT
bracis-19082	150	3	we	we	PRON
bracis-19082	150	4	see	see	VERB
bracis-19082	150	5	that	that	SCONJ
bracis-19082	150	6	the	the	DET
bracis-19082	150	7	information	information	NOUN
bracis-19082	150	8	extracted	extract	VERB
bracis-19082	150	9	by	by	ADP
bracis-19082	150	10	the	the	DET
bracis-19082	150	11	retriever	retriever	NOUN
bracis-19082	150	12	was	be	AUX
bracis-19082	150	13	essential	essential	ADJ
bracis-19082	150	14	for	for	SCONJ
bracis-19082	150	15	the	the	DET
bracis-19082	150	16	reader	reader	NOUN
bracis-19082	150	17	not	not	PART
bracis-19082	150	18	to	to	PART
bracis-19082	150	19	incur	incur	VERB
bracis-19082	150	20	the	the	DET
bracis-19082	150	21	same	same	ADJ
bracis-19082	150	22	error	error	NOUN
bracis-19082	150	23	again	again	ADV
bracis-19082	150	24	.	.	PUNCT
bracis-19082	151	1	however	however	ADV
bracis-19082	151	2	,	,	PUNCT
bracis-19082	151	3	in	in	ADP
bracis-19082	151	4	the	the	DET
bracis-19082	151	5	second	second	ADJ
bracis-19082	151	6	question	question	NOUN
bracis-19082	151	7	,	,	PUNCT
bracis-19082	151	8	the	the	DET
bracis-19082	151	9	opposite	opposite	NOUN
bracis-19082	151	10	occurs	occur	VERB
bracis-19082	151	11	:	:	PUNCT
bracis-19082	151	12	the	the	DET
bracis-19082	151	13	reader	reader	NOUN
bracis-19082	151	14	gets	get	VERB
bracis-19082	151	15	it	it	PRON
bracis-19082	151	16	right	right	ADJ
bracis-19082	151	17	,	,	PUNCT
bracis-19082	151	18	but	but	CCONJ
bracis-19082	151	19	the	the	DET
bracis-19082	151	20	retrieve+reader	retrieve+reader	NOUN
bracis-19082	151	21	system	system	NOUN
bracis-19082	151	22	gets	get	VERB
bracis-19082	151	23	it	it	PRON
bracis-19082	151	24	wrong	wrong	ADJ
bracis-19082	151	25	.	.	PUNCT
bracis-19082	152	1	when	when	SCONJ
bracis-19082	152	2	observing	observe	VERB
bracis-19082	152	3	the	the	DET
bracis-19082	152	4	recovered	recover	VERB
bracis-19082	152	5	passages	passage	NOUN
bracis-19082	152	6	,	,	PUNCT
bracis-19082	152	7	we	we	PRON
bracis-19082	152	8	noticed	notice	VERB
bracis-19082	152	9	a	a	DET
bracis-19082	152	10	potential	potential	ADJ
bracis-19082	152	11	distractor	distractor	NOUN
bracis-19082	152	12	that	that	PRON
bracis-19082	152	13	could	could	AUX
bracis-19082	152	14	have	have	AUX
bracis-19082	152	15	induced	induce	VERB
bracis-19082	152	16	the	the	DET
bracis-19082	152	17	system	system	NOUN
bracis-19082	152	18	to	to	ADP
bracis-19082	152	19	error	error	NOUN
bracis-19082	152	20	:	:	PUNCT
bracis-19082	152	21	...	...	PUNCT
bracis-19082	152	22	on	on	ADP
bracis-19082	152	23	march	march	PROPN
bracis-19082	152	24	8	8	NUM
bracis-19082	152	25	of	of	ADP
bracis-19082	152	26	that	that	DET
bracis-19082	152	27	year	year	NOUN
bracis-19082	152	28	,	,	PUNCT
bracis-19082	152	29	marabá	marabá	NOUN
bracis-19082	152	30	was	be	AUX
bracis-19082	152	31	practically	practically	ADV
bracis-19082	152	32	submerged	submerged	ADJ
bracis-19082	152	33	.	.	PUNCT
bracis-19082	153	1	occupying	occupy	VERB
bracis-19082	153	2	an	an	DET
bracis-19082	153	3	area	area	NOUN
bracis-19082	153	4	of	of	ADP
bracis-19082	153	5	803	803	NUM
bracis-19082	153	6	250	250	NUM
bracis-19082	153	7	square	square	ADJ
bracis-19082	153	8	kilometers	kilometer	NOUN
bracis-19082	153	9	,	,	PUNCT
bracis-19082	153	10	it	it	PRON
bracis-19082	153	11	is	be	AUX
bracis-19082	153	12	the	the	DET
bracis-19082	153	13	largest	large	ADJ
bracis-19082	153	14	hydrographic	hydrographic	ADJ
bracis-19082	153	15	basin	basin	NOUN
bracis-19082	153	16	entirely	entirely	ADV
bracis-19082	153	17	in	in	ADP
bracis-19082	153	18	brazil	brazil	PROPN
bracis-19082	153	19	,	,	PUNCT
bracis-19082	153	20	even	even	ADV
bracis-19082	153	21	though	though	SCONJ
bracis-19082	153	22	it	it	PRON
bracis-19082	153	23	belongs	belong	VERB
bracis-19082	153	24	to	to	ADP
bracis-19082	153	25	the	the	DET
bracis-19082	153	26	amazon	amazon	NOUN
bracis-19082	153	27	basin	basin	NOUN
bracis-19082	153	28	(	(	PUNCT
bracis-19082	153	29	...	...	PUNCT
bracis-19082	153	30	)	)	PUNCT
bracis-19082	154	1	the	the	DET
bracis-19082	154	2	tocantins	tocantin	NOUN
bracis-19082	154	3	,	,	PUNCT
bracis-19082	154	4	the	the	DET
bracis-19082	154	5	main	main	ADJ
bracis-19082	154	6	river	river	NOUN
bracis-19082	154	7	in	in	ADP
bracis-19082	154	8	this	this	DET
bracis-19082	154	9	basin	basin	NOUN
bracis-19082	154	10	,	,	PUNCT
bracis-19082	154	11	rises	rise	VERB
bracis-19082	154	12	in	in	ADP
bracis-19082	154	13	the	the	DET
bracis-19082	154	14	north	north	NOUN
bracis-19082	154	15	of	of	ADP
bracis-19082	154	16	goiás	goiás	NOUN
bracis-19082	154	17	and	and	CCONJ
bracis-19082	154	18	flows	flow	NOUN
bracis-19082	154	19	into	into	ADP
bracis-19082	154	20	the	the	DET
bracis-19082	154	21	marajoara	marajoara	PROPN
bracis-19082	154	22	gulf	gulf	PROPN
bracis-19082	154	23	...	...	PUNCT
bracis-19082	154	24	”	"	PUNCT
bracis-19082	154	25	.	.	PUNCT
bracis-19082	155	1	despite	despite	SCONJ
bracis-19082	155	2	these	these	DET
bracis-19082	155	3	occasional	occasional	ADJ
bracis-19082	155	4	problems	problem	NOUN
bracis-19082	155	5	,	,	PUNCT
bracis-19082	155	6	all	all	DET
bracis-19082	155	7	tests	test	NOUN
bracis-19082	155	8	we	we	PRON
bracis-19082	155	9	performed	perform	VERB
bracis-19082	155	10	indicated	indicate	VERB
bracis-19082	155	11	that	that	SCONJ
bracis-19082	155	12	a	a	DET
bracis-19082	155	13	system	system	NOUN
bracis-19082	155	14	consisting	consist	VERB
bracis-19082	155	15	of	of	ADP
bracis-19082	155	16	a	a	DET
bracis-19082	155	17	retriever	retriever	NOUN
bracis-19082	155	18	and	and	CCONJ
bracis-19082	155	19	a	a	DET
bracis-19082	155	20	reader	reader	NOUN
bracis-19082	155	21	always	always	ADV
bracis-19082	155	22	surpasses	surpass	VERB
bracis-19082	155	23	one	one	NUM
bracis-19082	155	24	with	with	ADP
bracis-19082	155	25	only	only	ADV
bracis-19082	155	26	a	a	DET
bracis-19082	155	27	reader	reader	NOUN
bracis-19082	155	28	.	.	PUNCT
bracis-19082	156	1	6	6	NUM
bracis-19082	156	2	conclusion	conclusion	NOUN
bracis-19082	156	3	we	we	PRON
bracis-19082	156	4	presented	present	VERB
bracis-19082	156	5	the	the	DET
bracis-19082	156	6	first	first	ADJ
bracis-19082	156	7	qa	qa	PROPN
bracis-19082	156	8	system	system	NOUN
bracis-19082	156	9	focused	focus	VERB
bracis-19082	156	10	on	on	ADP
bracis-19082	156	11	environmental	environmental	ADJ
bracis-19082	156	12	issues	issue	NOUN
bracis-19082	156	13	in	in	ADP
bracis-19082	156	14	brazil	brazil	PROPN
bracis-19082	156	15	—	—	PUNCT
bracis-19082	156	16	more	more	ADV
bracis-19082	156	17	importantly	importantly	ADV
bracis-19082	156	18	,	,	PUNCT
bracis-19082	156	19	a	a	DET
bracis-19082	156	20	qa	qa	PROPN
bracis-19082	156	21	system	system	NOUN
bracis-19082	156	22	based	base	VERB
bracis-19082	156	23	on	on	ADP
bracis-19082	156	24	the	the	DET
bracis-19082	156	25	portuguese	portuguese	ADJ
bracis-19082	156	26	language	language	NOUN
bracis-19082	156	27	,	,	PUNCT
bracis-19082	156	28	a	a	DET
bracis-19082	156	29	language	language	NOUN
bracis-19082	156	30	that	that	PRON
bracis-19082	156	31	has	have	AUX
bracis-19082	156	32	received	receive	VERB
bracis-19082	156	33	remarkably	remarkably	ADV
bracis-19082	156	34	low	low	ADJ
bracis-19082	156	35	attention	attention	NOUN
bracis-19082	156	36	when	when	SCONJ
bracis-19082	156	37	it	it	PRON
bracis-19082	156	38	comes	come	VERB
bracis-19082	156	39	to	to	ADP
bracis-19082	156	40	automatic	automatic	ADJ
bracis-19082	156	41	question	question	NOUN
bracis-19082	156	42	answering	answering	NOUN
bracis-19082	156	43	.	.	PUNCT
bracis-19082	157	1	we	we	PRON
bracis-19082	157	2	combined	combine	VERB
bracis-19082	157	3	ptt5	ptt5	NOUN
bracis-19082	157	4	as	as	ADP
bracis-19082	157	5	the	the	DET
bracis-19082	157	6	reader	reader	NOUN
bracis-19082	157	7	,	,	PUNCT
bracis-19082	157	8	the	the	DET
bracis-19082	157	9	state	state	NOUN
bracis-19082	157	10	-	-	PUNCT
bracis-19082	157	11	of	of	ADP
bracis-19082	157	12	-	-	PUNCT
bracis-19082	157	13	the	the	DET
bracis-19082	157	14	-	-	PUNCT
bracis-19082	157	15	art	art	NOUN
bracis-19082	157	16	among	among	ADP
bracis-19082	157	17	pre	pre	ADJ
bracis-19082	157	18	-	-	ADJ
bracis-19082	157	19	trained	train	VERB
bracis-19082	157	20	language	language	NOUN
bracis-19082	157	21	models	model	NOUN
bracis-19082	157	22	,	,	PUNCT
bracis-19082	157	23	and	and	CCONJ
bracis-19082	157	24	bm25	bm25	PROPN
bracis-19082	157	25	as	as	ADP
bracis-19082	157	26	the	the	DET
bracis-19082	157	27	retriever	retriever	NOUN
bracis-19082	157	28	,	,	PUNCT
bracis-19082	157	29	the	the	DET
bracis-19082	157	30	state	state	NOUN
bracis-19082	157	31	-	-	PUNCT
bracis-19082	157	32	of	of	ADP
bracis-19082	157	33	-	-	PUNCT
bracis-19082	157	34	the	the	DET
bracis-19082	157	35	-	-	PUNCT
bracis-19082	157	36	art	art	NOUN
bracis-19082	157	37	sparse	sparse	ADJ
bracis-19082	157	38	retrieval	retrieval	NOUN
bracis-19082	157	39	technique	technique	NOUN
bracis-19082	157	40	.	.	PUNCT
bracis-19082	158	1	also	also	ADV
bracis-19082	158	2	,	,	PUNCT
bracis-19082	158	3	we	we	PRON
bracis-19082	158	4	collected	collect	VERB
bracis-19082	158	5	documents	document	NOUN
bracis-19082	158	6	and	and	CCONJ
bracis-19082	158	7	qa	qa	NOUN
bracis-19082	158	8	-	-	PUNCT
bracis-19082	158	9	pairs	pair	NOUN
bracis-19082	158	10	by	by	ADP
bracis-19082	158	11	filtering	filter	VERB
bracis-19082	158	12	articles	article	NOUN
bracis-19082	158	13	related	relate	VERB
bracis-19082	158	14	to	to	ADP
bracis-19082	158	15	“	"	PUNCT
bracis-19082	158	16	environment	environment	NOUN
bracis-19082	158	17	of	of	ADP
bracis-19082	158	18	brazil	brazil	PROPN
bracis-19082	158	19	”	"	PUNCT
bracis-19082	158	20	in	in	ADP
bracis-19082	158	21	the	the	DET
bracis-19082	158	22	wikipedia	wikipedia	PROPN
bracis-19082	158	23	dump	dump	NOUN
bracis-19082	158	24	in	in	ADP
bracis-19082	158	25	portuguese	portuguese	NOUN
bracis-19082	158	26	;	;	PUNCT
bracis-19082	158	27	scraped	scrape	VERB
bracis-19082	158	28	environmental	environmental	ADJ
bracis-19082	158	29	news	news	NOUN
bracis-19082	158	30	from	from	ADP
bracis-19082	158	31	january	january	PROPN
bracis-19082	158	32	2018	2018	NUM
bracis-19082	158	33	to	to	ADP
bracis-19082	158	34	june	june	PROPN
bracis-19082	158	35	of	of	ADP
bracis-19082	158	36	2021	2021	NUM
bracis-19082	158	37	in	in	ADP
bracis-19082	158	38	the	the	DET
bracis-19082	158	39	three	three	NUM
bracis-19082	158	40	most	most	ADV
bracis-19082	158	41	important	important	ADJ
bracis-19082	158	42	newspapers	newspaper	NOUN
bracis-19082	158	43	in	in	ADP
bracis-19082	158	44	the	the	DET
bracis-19082	158	45	country	country	NOUN
bracis-19082	158	46	;	;	PUNCT
bracis-19082	158	47	filtered	filter	VERB
bracis-19082	158	48	and	and	CCONJ
bracis-19082	158	49	translated	translate	VERB
bracis-19082	158	50	a	a	DET
bracis-19082	158	51	recently	recently	ADV
bracis-19082	158	52	released	release	VERB
bracis-19082	158	53	massive	massive	ADJ
bracis-19082	158	54	open	open	ADJ
bracis-19082	158	55	-	-	PUNCT
bracis-19082	158	56	domain	domain	NOUN
bracis-19082	158	57	qa	qa	NOUN
bracis-19082	158	58	dataset	dataset	VERB
bracis-19082	158	59	to	to	PART
bracis-19082	158	60	obtain	obtain	VERB
bracis-19082	158	61	a	a	DET
bracis-19082	158	62	substantial	substantial	ADJ
bracis-19082	158	63	domain	domain	NOUN
bracis-19082	158	64	-	-	PUNCT
bracis-19082	158	65	specific	specific	ADJ
bracis-19082	158	66	set	set	NOUN
bracis-19082	158	67	of	of	ADP
bracis-19082	158	68	qa	qa	PROPN
bracis-19082	158	69	pairs	pair	NOUN
bracis-19082	158	70	.	.	PUNCT
bracis-19082	159	1	despite	despite	SCONJ
bracis-19082	159	2	potential	potential	ADJ
bracis-19082	159	3	generation	generation	NOUN
bracis-19082	159	4	biases	bias	NOUN
bracis-19082	159	5	found	find	VERB
bracis-19082	159	6	in	in	ADP
bracis-19082	159	7	this	this	DET
bracis-19082	159	8	last	last	ADJ
bracis-19082	159	9	step	step	NOUN
bracis-19082	159	10	,	,	PUNCT
bracis-19082	159	11	our	our	PRON
bracis-19082	159	12	trained	train	VERB
bracis-19082	159	13	qa	qa	PROPN
bracis-19082	159	14	systems	system	NOUN
bracis-19082	159	15	demonstrated	demonstrate	VERB
bracis-19082	159	16	competitive	competitive	ADJ
bracis-19082	159	17	scores	score	NOUN
bracis-19082	159	18	.	.	PUNCT
bracis-19082	160	1	we	we	PRON
bracis-19082	160	2	hope	hope	VERB
bracis-19082	160	3	that	that	SCONJ
bracis-19082	160	4	this	this	DET
bracis-19082	160	5	work	work	NOUN
bracis-19082	160	6	can	can	AUX
bracis-19082	160	7	stimulate	stimulate	VERB
bracis-19082	160	8	similar	similar	ADJ
bracis-19082	160	9	initiatives	initiative	NOUN
bracis-19082	160	10	on	on	ADP
bracis-19082	160	11	a	a	DET
bracis-19082	160	12	topic	topic	NOUN
bracis-19082	160	13	that	that	PRON
bracis-19082	160	14	is	be	AUX
bracis-19082	160	15	so	so	ADV
bracis-19082	160	16	relevant	relevant	ADJ
bracis-19082	160	17	to	to	ADP
bracis-19082	160	18	brazilian	brazilian	ADJ
bracis-19082	160	19	environmental	environmental	ADJ
bracis-19082	160	20	efforts	effort	NOUN
bracis-19082	160	21	.	.	PUNCT
bracis-19082	161	1	to	to	ADP
bracis-19082	161	2	deepagé	deepagé	ADJ
bracis-19082	161	3	increase	increase	NOUN
bracis-19082	161	4	social	social	ADJ
bracis-19082	161	5	awareness	awareness	NOUN
bracis-19082	161	6	and	and	CCONJ
bracis-19082	161	7	understanding	understanding	NOUN
bracis-19082	161	8	about	about	ADP
bracis-19082	161	9	the	the	DET
bracis-19082	161	10	environment	environment	NOUN
bracis-19082	161	11	and	and	CCONJ
bracis-19082	161	12	the	the	DET
bracis-19082	161	13	climate	climate	NOUN
bracis-19082	161	14	of	of	ADP
bracis-19082	161	15	brazil	brazil	PROPN
bracis-19082	161	16	,	,	PUNCT
bracis-19082	161	17	the	the	DET
bracis-19082	161	18	system	system	NOUN
bracis-19082	161	19	must	must	AUX
bracis-19082	161	20	be	be	AUX
bracis-19082	161	21	tested	test	VERB
bracis-19082	161	22	with	with	ADP
bracis-19082	161	23	human	human	ADJ
bracis-19082	161	24	subjects	subject	NOUN
bracis-19082	161	25	.	.	PUNCT
bracis-19082	162	1	integration	integration	NOUN
bracis-19082	162	2	with	with	ADP
bracis-19082	162	3	other	other	ADJ
bracis-19082	162	4	modules	module	NOUN
bracis-19082	162	5	such	such	ADJ
bracis-19082	162	6	as	as	ADP
bracis-19082	162	7	a	a	DET
bracis-19082	162	8	social	social	ADJ
bracis-19082	162	9	chatbot	chatbot	NOUN
bracis-19082	162	10	can	can	AUX
bracis-19082	162	11	certainly	certainly	ADV
bracis-19082	162	12	make	make	VERB
bracis-19082	162	13	the	the	DET
bracis-19082	162	14	system	system	NOUN
bracis-19082	162	15	more	more	ADV
bracis-19082	162	16	appealing	appealing	ADJ
bracis-19082	162	17	for	for	ADP
bracis-19082	162	18	users	user	NOUN
bracis-19082	162	19	[	[	X
bracis-19082	162	20	6	6	NUM
bracis-19082	162	21	]	]	PUNCT
bracis-19082	162	22	.	.	PUNCT
bracis-19082	163	1	another	another	DET
bracis-19082	163	2	further	further	ADJ
bracis-19082	163	3	improvement	improvement	NOUN
bracis-19082	163	4	would	would	AUX
bracis-19082	163	5	be	be	AUX
bracis-19082	163	6	the	the	DET
bracis-19082	163	7	construction	construction	NOUN
bracis-19082	163	8	of	of	ADP
bracis-19082	163	9	a	a	DET
bracis-19082	163	10	system	system	NOUN
bracis-19082	163	11	that	that	PRON
bracis-19082	163	12	gives	give	VERB
bracis-19082	163	13	more	more	ADV
bracis-19082	163	14	complete	complete	ADJ
bracis-19082	163	15	and	and	CCONJ
bracis-19082	163	16	elaborate	elaborate	ADJ
bracis-19082	163	17	answers	answer	NOUN
bracis-19082	163	18	.	.	PUNCT
bracis-19082	164	1	as	as	SCONJ
bracis-19082	164	2	our	our	PRON
bracis-19082	164	3	training	training	NOUN
bracis-19082	164	4	was	be	AUX
bracis-19082	164	5	ran	run	VERB
bracis-19082	164	6	using	use	VERB
bracis-19082	164	7	the	the	DET
bracis-19082	164	8	paq	paq	NOUN
bracis-19082	164	9	dataset	dataset	NOUN
bracis-19082	164	10	,	,	PUNCT
bracis-19082	164	11	with	with	ADP
bracis-19082	164	12	a	a	DET
bracis-19082	164	13	majority	majority	NOUN
bracis-19082	164	14	of	of	ADP
bracis-19082	164	15	factual	factual	ADJ
bracis-19082	164	16	and	and	CCONJ
bracis-19082	164	17	short	short	ADJ
bracis-19082	164	18	responses	response	NOUN
bracis-19082	164	19	,	,	PUNCT
bracis-19082	164	20	the	the	DET
bracis-19082	164	21	system	system	NOUN
bracis-19082	164	22	is	be	AUX
bracis-19082	164	23	not	not	PART
bracis-19082	164	24	prepared	prepared	ADJ
bracis-19082	164	25	to	to	PART
bracis-19082	164	26	give	give	VERB
bracis-19082	164	27	long	long	ADJ
bracis-19082	164	28	and	and	CCONJ
bracis-19082	164	29	detailed	detailed	ADJ
bracis-19082	164	30	answers	answer	NOUN
bracis-19082	164	31	.	.	PUNCT
bracis-19082	165	1	also	also	ADV
bracis-19082	165	2	,	,	PUNCT
bracis-19082	165	3	generative	generative	ADJ
bracis-19082	165	4	models	model	NOUN
bracis-19082	165	5	such	such	ADJ
bracis-19082	165	6	as	as	ADP
bracis-19082	165	7	the	the	DET
bracis-19082	165	8	ptt5	ptt5	NOUN
bracis-19082	165	9	can	can	AUX
bracis-19082	165	10	hallucinate	hallucinate	VERB
bracis-19082	165	11	when	when	SCONJ
bracis-19082	165	12	giving	give	VERB
bracis-19082	165	13	answers	answer	NOUN
bracis-19082	165	14	,	,	PUNCT
bracis-19082	165	15	especially	especially	ADV
bracis-19082	165	16	when	when	SCONJ
bracis-19082	165	17	there	there	PRON
bracis-19082	165	18	is	be	VERB
bracis-19082	165	19	no	no	DET
bracis-19082	165	20	retriever	retriever	NOUN
bracis-19082	165	21	.	.	PUNCT
bracis-19082	166	1	hence	hence	ADV
bracis-19082	166	2	,	,	PUNCT
bracis-19082	166	3	another	another	DET
bracis-19082	166	4	useful	useful	ADJ
bracis-19082	166	5	future	future	ADJ
bracis-19082	166	6	extension	extension	NOUN
bracis-19082	166	7	to	to	ADP
bracis-19082	166	8	deepagé	deepagé	ADJ
bracis-19082	166	9	would	would	AUX
bracis-19082	166	10	be	be	AUX
bracis-19082	166	11	a	a	DET
bracis-19082	166	12	filtering	filter	VERB
bracis-19082	166	13	module	module	NOUN
bracis-19082	166	14	to	to	PART
bracis-19082	166	15	avoid	avoid	VERB
bracis-19082	166	16	absurd	absurd	ADJ
bracis-19082	166	17	answers	answer	NOUN
bracis-19082	166	18	.	.	PUNCT
bracis-19082	167	1	notes	note	VERB
bracis-19082	167	2	1.articles	1.articles	NUM
bracis-19082	167	3	about	about	ADP
bracis-19082	167	4	the	the	DET
bracis-19082	167	5	“	"	PUNCT
bracis-19082	167	6	environment	environment	NOUN
bracis-19082	167	7	of	of	ADP
bracis-19082	167	8	brazil	brazil	PROPN
bracis-19082	167	9	”	"	PUNCT
bracis-19082	167	10	taken	take	VERB
bracis-19082	167	11	from	from	ADP
bracis-19082	167	12	the	the	DET
bracis-19082	167	13	following	follow	VERB
bracis-19082	167	14	category	category	NOUN
bracis-19082	167	15	of	of	ADP
bracis-19082	167	16	wikipedia	wikipedia	PROPN
bracis-19082	167	17	:	:	PUNCT
bracis-19082	167	18	https://pt.wikipedia.org/wiki/categoria:meio_ambiente_do_brasil	https://pt.wikipedia.org/wiki/categoria:meio_ambiente_do_brasil	NOUN
bracis-19082	167	19	.	.	PUNCT
bracis-19082	168	1	2.published	2.published	NUM
bracis-19082	168	2	between	between	ADP
bracis-19082	168	3	january	january	PROPN
bracis-19082	168	4	2018	2018	NUM
bracis-19082	168	5	to	to	ADP
bracis-19082	168	6	june	june	PROPN
bracis-19082	168	7	2021	2021	NUM
bracis-19082	168	8	,	,	PUNCT
bracis-19082	168	9	and	and	CCONJ
bracis-19082	168	10	scraped	scrape	VERB
bracis-19082	168	11	from	from	ADP
bracis-19082	168	12	the	the	DET
bracis-19082	168	13	three	three	NUM
bracis-19082	168	14	biggest	big	ADJ
bracis-19082	168	15	newspapers	newspaper	NOUN
bracis-19082	168	16	in	in	ADP
bracis-19082	168	17	circulation	circulation	NOUN
bracis-19082	168	18	in	in	ADP
bracis-19082	168	19	brazil	brazil	PROPN
bracis-19082	168	20	on	on	ADP
bracis-19082	168	21	different	different	ADJ
bracis-19082	168	22	topics	topic	NOUN
bracis-19082	168	23	related	relate	VERB
bracis-19082	168	24	to	to	ADP
bracis-19082	168	25	environmental	environmental	ADJ
bracis-19082	168	26	issues	issue	NOUN
bracis-19082	168	27	in	in	ADP
bracis-19082	168	28	the	the	DET
bracis-19082	168	29	country	country	NOUN
bracis-19082	168	30	(	(	PUNCT
bracis-19082	168	31	such	such	ADJ
bracis-19082	168	32	as	as	ADP
bracis-19082	168	33	deforestation	deforestation	NOUN
bracis-19082	168	34	,	,	PUNCT
bracis-19082	168	35	the	the	DET
bracis-19082	168	36	status	status	NOUN
bracis-19082	168	37	of	of	ADP
bracis-19082	168	38	indigenous	indigenous	ADJ
bracis-19082	168	39	peoples	people	NOUN
bracis-19082	168	40	)	)	PUNCT
bracis-19082	168	41	.	.	PUNCT
bracis-19082	169	1	3.all	3.all	PROPN
bracis-19082	169	2	relevant	relevant	PROPN
bracis-19082	169	3	code	code	PROPN
bracis-19082	169	4	,	,	PUNCT
bracis-19082	169	5	checkpoints	checkpoint	NOUN
bracis-19082	169	6	,	,	PUNCT
bracis-19082	169	7	and	and	CCONJ
bracis-19082	169	8	data	datum	NOUN
bracis-19082	169	9	(	(	PUNCT
bracis-19082	169	10	except	except	SCONJ
bracis-19082	169	11	for	for	ADP
bracis-19082	169	12	the	the	DET
bracis-19082	169	13	scrapped	scrap	VERB
bracis-19082	169	14	news	news	NOUN
bracis-19082	169	15	,	,	PUNCT
bracis-19082	169	16	in	in	ADP
bracis-19082	169	17	respect	respect	NOUN
bracis-19082	169	18	of	of	ADP
bracis-19082	169	19	copyright	copyright	NOUN
bracis-19082	169	20	laws	law	NOUN
bracis-19082	169	21	)	)	PUNCT
bracis-19082	169	22	are	be	AUX
bracis-19082	169	23	available	available	ADJ
bracis-19082	169	24	or	or	CCONJ
bracis-19082	169	25	referenced	reference	VERB
bracis-19082	169	26	in	in	ADP
bracis-19082	169	27	the	the	DET
bracis-19082	169	28	github	github	PROPN
bracis-19082	169	29	repository	repository	NOUN
bracis-19082	169	30	:	:	PUNCT
bracis-19082	169	31	https://github.com/c4ai/deepage	https://github.com/c4ai/deepage	NOUN
bracis-19082	169	32	.	.	PUNCT
bracis-19082	170	1	4.the	4.the	DET
bracis-19082	170	2	pre	pre	ADJ
bracis-19082	170	3	-	-	ADJ
bracis-19082	170	4	trained	trained	ADJ
bracis-19082	170	5	model	model	NOUN
bracis-19082	170	6	is	be	AUX
bracis-19082	170	7	available	available	ADJ
bracis-19082	170	8	at	at	ADP
bracis-19082	170	9	https://huggingface.co/unicamp-dl/ptt5-base-portuguese-vocab	https://huggingface.co/unicamp-dl/ptt5-base-portuguese-vocab	NOUN
bracis-19082	170	10	.	.	X
bracis-19082	171	1	5.available	5.available	NUM
bracis-19082	171	2	at	at	ADP
bracis-19082	171	3	https://dumps.wikimedia.org/.	https://dumps.wikimedia.org/.	NOUN
bracis-19082	171	4	6.the	6.the	DET
bracis-19082	171	5	query	query	NOUN
bracis-19082	171	6	we	we	PRON
bracis-19082	171	7	developed	develop	VERB
bracis-19082	171	8	is	be	AUX
bracis-19082	171	9	described	describe	VERB
bracis-19082	171	10	in	in	ADP
bracis-19082	171	11	the	the	DET
bracis-19082	171	12	appendix	appendix	ADJ
bracis-19082	171	13	a.	a.	NOUN
bracis-19082	171	14	7.for	7.for	ADP
bracis-19082	171	15	example	example	NOUN
bracis-19082	171	16	,	,	PUNCT
bracis-19082	171	17	if	if	SCONJ
bracis-19082	171	18	the	the	DET
bracis-19082	171	19	word	word	NOUN
bracis-19082	171	20	“	"	PUNCT
bracis-19082	171	21	biome	biome	PROPN
bracis-19082	171	22	”	"	PUNCT
bracis-19082	171	23	were	be	AUX
bracis-19082	171	24	a	a	DET
bracis-19082	171	25	substring	substring	NOUN
bracis-19082	171	26	of	of	ADP
bracis-19082	171	27	a	a	DET
bracis-19082	171	28	certain	certain	ADJ
bracis-19082	171	29	question	question	NOUN
bracis-19082	171	30	or	or	CCONJ
bracis-19082	171	31	its	its	PRON
bracis-19082	171	32	answer	answer	NOUN
bracis-19082	171	33	,	,	PUNCT
bracis-19082	171	34	the	the	DET
bracis-19082	171	35	word	word	NOUN
bracis-19082	171	36	“	"	PUNCT
bracis-19082	171	37	brazil	brazil	PROPN
bracis-19082	171	38	”	"	PUNCT
bracis-19082	171	39	or	or	CCONJ
bracis-19082	171	40	other	other	ADJ
bracis-19082	171	41	names	name	NOUN
bracis-19082	171	42	of	of	ADP
bracis-19082	171	43	states	state	NOUN
bracis-19082	171	44	in	in	ADP
bracis-19082	171	45	the	the	DET
bracis-19082	171	46	country	country	NOUN
bracis-19082	171	47	should	should	AUX
bracis-19082	171	48	also	also	ADV
bracis-19082	171	49	be	be	AUX
bracis-19082	171	50	so	so	ADV
bracis-19082	171	51	,	,	PUNCT
bracis-19082	171	52	so	so	ADV
bracis-19082	171	53	as	as	SCONJ
bracis-19082	171	54	not	not	PART
bracis-19082	171	55	to	to	PART
bracis-19082	171	56	include	include	VERB
bracis-19082	171	57	qa	qa	X
bracis-19082	171	58	-	-	PUNCT
bracis-19082	171	59	pairs	pair	NOUN
bracis-19082	171	60	about	about	ADP
bracis-19082	171	61	biomes	biome	NOUN
bracis-19082	171	62	from	from	ADP
bracis-19082	171	63	other	other	ADJ
bracis-19082	171	64	countries	country	NOUN
bracis-19082	171	65	in	in	ADP
bracis-19082	171	66	our	our	PRON
bracis-19082	171	67	selection	selection	NOUN
bracis-19082	171	68	.	.	PUNCT
bracis-19082	172	1	references	reference	NOUN
bracis-19082	172	2	paschoal	paschoal	VERB
bracis-19082	172	3	,	,	PUNCT
bracis-19082	172	4	a.f.a	a.f.a	NOUN
bracis-19082	172	5	.	.	PUNCT
bracis-19082	172	6	,	,	PUNCT
bracis-19082	172	7	et	et	PROPN
bracis-19082	172	8	al	al	PROPN
bracis-19082	172	9	.	.	PROPN
bracis-19082	172	10	:	:	PUNCT
bracis-19082	173	1	a	a	DET
bracis-19082	173	2	bilingual	bilingual	ADJ
bracis-19082	173	3	portuguese	portuguese	ADJ
bracis-19082	173	4	-	-	PUNCT
bracis-19082	173	5	english	english	PROPN
bracis-19082	173	6	dataset	dataset	NOUN
bracis-19082	173	7	for	for	ADP
bracis-19082	173	8	question	question	NOUN
bracis-19082	173	9	-	-	PUNCT
bracis-19082	173	10	answering	answering	NOUN
bracis-19082	173	11	about	about	ADP
bracis-19082	173	12	the	the	DET
bracis-19082	173	13	ocean	ocean	NOUN
bracis-19082	173	14	.	.	PUNCT
bracis-19082	174	1	in	in	ADP
bracis-19082	174	2	:	:	PUNCT
bracis-19082	174	3	30th	30th	ADJ
bracis-19082	174	4	acm	acm	PROPN
bracis-19082	174	5	international	international	ADJ
bracis-19082	174	6	conference	conference	NOUN
bracis-19082	174	7	on	on	ADP
bracis-19082	174	8	information	information	NOUN
bracis-19082	174	9	and	and	CCONJ
bracis-19082	174	10	knowledge	knowledge	NOUN
bracis-19082	174	11	management	management	NOUN
bracis-19082	174	12	(	(	PUNCT
bracis-19082	174	13	cikm	cikm	NOUN
bracis-19082	174	14	2021	2021	NUM
bracis-19082	174	15	)	)	PUNCT
bracis-19082	174	16	(	(	PUNCT
bracis-19082	174	17	2021	2021	NUM
bracis-19082	174	18	)	)	PUNCT
bracis-19082	174	19	.	.	PUNCT
bracis-19082	175	1	https://doi.org/10.1145/3459637.3482012	https://doi.org/10.1145/3459637.3482012	PROPN
bracis-19082	175	2	bahdanau	bahdanau	PROPN
bracis-19082	175	3	,	,	PUNCT
bracis-19082	175	4	d.	d.	PROPN
bracis-19082	175	5	,	,	PUNCT
bracis-19082	175	6	cho	cho	PROPN
bracis-19082	175	7	,	,	PUNCT
bracis-19082	175	8	k.h	k.h	PROPN
bracis-19082	175	9	.	.	PROPN
bracis-19082	175	10	,	,	PUNCT
bracis-19082	175	11	bengio	bengio	PROPN
bracis-19082	175	12	,	,	PUNCT
bracis-19082	175	13	y.	y.	NOUN
bracis-19082	175	14	:	:	PUNCT
bracis-19082	175	15	neural	neural	ADJ
bracis-19082	175	16	machine	machine	NOUN
bracis-19082	175	17	translation	translation	NOUN
bracis-19082	175	18	by	by	ADP
bracis-19082	175	19	jointly	jointly	ADV
bracis-19082	175	20	learning	learn	VERB
bracis-19082	175	21	to	to	PART
bracis-19082	175	22	align	align	VERB
bracis-19082	175	23	and	and	CCONJ
bracis-19082	175	24	translate	translate	VERB
bracis-19082	175	25	.	.	PUNCT
bracis-19082	176	1	in	in	ADP
bracis-19082	176	2	:	:	PUNCT
bracis-19082	176	3	3rd	3rd	ADJ
bracis-19082	176	4	international	international	ADJ
bracis-19082	176	5	conference	conference	NOUN
bracis-19082	176	6	on	on	ADP
bracis-19082	176	7	learning	learn	VERB
bracis-19082	176	8	representations	representation	NOUN
bracis-19082	176	9	,	,	PUNCT
bracis-19082	176	10	iclr	iclr	NOUN
bracis-19082	176	11	2015	2015	NUM
bracis-19082	176	12	conference	conference	NOUN
bracis-19082	176	13	track	track	NOUN
bracis-19082	176	14	proceedings	proceeding	NOUN
bracis-19082	176	15	,	,	PUNCT
bracis-19082	176	16	pp	pp	ADV
bracis-19082	176	17	.	.	PUNCT
bracis-19082	177	1	1–15	1–15	NUM
bracis-19082	177	2	(	(	PUNCT
bracis-19082	177	3	2015	2015	NUM
bracis-19082	177	4	)	)	PUNCT
bracis-19082	177	5	google	google	PROPN
bracis-19082	177	6	scholar	scholar	NOUN
bracis-19082	177	7	  	  	SPACE
bracis-19082	177	8	bhatia	bhatia	PROPN
bracis-19082	177	9	,	,	PUNCT
bracis-19082	177	10	s.	s.	PROPN
bracis-19082	177	11	,	,	PUNCT
bracis-19082	177	12	lau	lau	PROPN
bracis-19082	177	13	,	,	PUNCT
bracis-19082	177	14	j.h	j.h	PROPN
bracis-19082	177	15	.	.	PROPN
bracis-19082	177	16	,	,	PUNCT
bracis-19082	177	17	baldwin	baldwin	PROPN
bracis-19082	177	18	,	,	PUNCT
bracis-19082	177	19	t.	t.	PROPN
bracis-19082	177	20	:	:	PUNCT
bracis-19082	177	21	automatic	automatic	ADJ
bracis-19082	177	22	classification	classification	NOUN
bracis-19082	177	23	of	of	ADP
bracis-19082	177	24	neutralization	neutralization	NOUN
bracis-19082	177	25	techniques	technique	NOUN
bracis-19082	177	26	in	in	ADP
bracis-19082	177	27	the	the	DET
bracis-19082	177	28	narrative	narrative	NOUN
bracis-19082	177	29	of	of	ADP
bracis-19082	177	30	climate	climate	NOUN
bracis-19082	177	31	change	change	NOUN
bracis-19082	177	32	scepticism	scepticism	NOUN
bracis-19082	177	33	,	,	PUNCT
bracis-19082	177	34	pp	pp	ADP
bracis-19082	177	35	.	.	PUNCT
bracis-19082	178	1	2167–2175	2167–2175	NUM
bracis-19082	178	2	(	(	PUNCT
bracis-19082	178	3	2021	2021	NUM
bracis-19082	178	4	)	)	PUNCT
bracis-19082	178	5	google	google	PROPN
bracis-19082	178	6	scholar	scholar	NOUN
bracis-19082	178	7	  	  	SPACE
bracis-19082	178	8	carmo	carmo	PROPN
bracis-19082	178	9	,	,	PUNCT
bracis-19082	178	10	d.	d.	PROPN
bracis-19082	178	11	,	,	PUNCT
bracis-19082	178	12	piau	piau	NOUN
bracis-19082	178	13	,	,	PUNCT
bracis-19082	178	14	m.	m.	NOUN
bracis-19082	178	15	,	,	PUNCT
bracis-19082	178	16	campiotti	campiotti	PROPN
bracis-19082	178	17	,	,	PUNCT
bracis-19082	178	18	i.	i.	PROPN
bracis-19082	178	19	,	,	PUNCT
bracis-19082	178	20	nogueira	nogueira	PROPN
bracis-19082	178	21	,	,	PUNCT
bracis-19082	178	22	r.	r.	PROPN
bracis-19082	178	23	,	,	PUNCT
bracis-19082	178	24	lotufo	lotufo	PROPN
bracis-19082	178	25	,	,	PUNCT
bracis-19082	178	26	r.	r.	PROPN
bracis-19082	178	27	:	:	PUNCT
bracis-19082	179	1	ptt5	ptt5	PROPN
bracis-19082	179	2	:	:	PUNCT
bracis-19082	179	3	pretraining	pretraine	VERB
bracis-19082	179	4	and	and	CCONJ
bracis-19082	179	5	validating	validate	VERB
bracis-19082	179	6	the	the	DET
bracis-19082	179	7	t5	t5	PROPN
bracis-19082	179	8	model	model	NOUN
bracis-19082	179	9	on	on	ADP
bracis-19082	179	10	brazilian	brazilian	ADJ
bracis-19082	179	11	portuguese	portuguese	ADJ
bracis-19082	179	12	data	datum	NOUN
bracis-19082	179	13	,	,	PUNCT
bracis-19082	179	14	pp	pp	ADP
bracis-19082	179	15	.	.	PUNCT
bracis-19082	180	1	1–12	1–12	PROPN
bracis-19082	180	2	(	(	PUNCT
bracis-19082	180	3	2020	2020	NUM
bracis-19082	180	4	)	)	PUNCT
bracis-19082	180	5	.	.	PUNCT
bracis-19082	181	1	http://arxiv.org/abs/2008.09144	http://arxiv.org/abs/2008.09144	PROPN
bracis-19082	181	2	diggelmann	diggelmann	PROPN
bracis-19082	181	3	,	,	PUNCT
bracis-19082	181	4	t.	t.	PROPN
bracis-19082	181	5	,	,	PUNCT
bracis-19082	181	6	boyd	boyd	NOUN
bracis-19082	181	7	-	-	PUNCT
bracis-19082	181	8	graber	graber	PROPN
bracis-19082	181	9	,	,	PUNCT
bracis-19082	181	10	j.	j.	PROPN
bracis-19082	181	11	,	,	PUNCT
bracis-19082	181	12	bulian	bulian	PROPN
bracis-19082	181	13	,	,	PUNCT
bracis-19082	181	14	j.	j.	PROPN
bracis-19082	181	15	,	,	PUNCT
bracis-19082	181	16	ciaramita	ciaramita	PROPN
bracis-19082	181	17	,	,	PUNCT
bracis-19082	181	18	m.	m.	NOUN
bracis-19082	181	19	,	,	PUNCT
bracis-19082	181	20	leippold	leippold	NOUN
bracis-19082	181	21	,	,	PUNCT
bracis-19082	181	22	m.	m.	NOUN
bracis-19082	181	23	:	:	PUNCT
bracis-19082	181	24	climate	climate	NOUN
bracis-19082	181	25	-	-	PUNCT
bracis-19082	181	26	fever	fever	NOUN
bracis-19082	181	27	:	:	PUNCT
bracis-19082	181	28	a	a	DET
bracis-19082	181	29	dataset	dataset	NOUN
bracis-19082	181	30	for	for	ADP
bracis-19082	181	31	verification	verification	NOUN
bracis-19082	181	32	of	of	ADP
bracis-19082	181	33	real	real	ADJ
bracis-19082	181	34	-	-	PUNCT
bracis-19082	181	35	world	world	NOUN
bracis-19082	181	36	climate	climate	NOUN
bracis-19082	181	37	claims	claim	NOUN
bracis-19082	181	38	,	,	PUNCT
bracis-19082	181	39	pp	pp	ADP
bracis-19082	181	40	.	.	PUNCT
bracis-19082	182	1	1–16	1–16	NOUN
bracis-19082	182	2	(	(	PUNCT
bracis-19082	182	3	2020	2020	NUM
bracis-19082	182	4	)	)	PUNCT
bracis-19082	182	5	.	.	PUNCT
bracis-19082	183	1	http://arxiv.org/abs/2012.00614	http://arxiv.org/abs/2012.00614	PROPN
bracis-19082	183	2	gao	gao	PROPN
bracis-19082	183	3	,	,	PUNCT
bracis-19082	183	4	j.	j.	PROPN
bracis-19082	183	5	,	,	PUNCT
bracis-19082	183	6	galley	galley	NOUN
bracis-19082	183	7	,	,	PUNCT
bracis-19082	183	8	m.	m.	NOUN
bracis-19082	183	9	,	,	PUNCT
bracis-19082	183	10	li	li	PROPN
bracis-19082	183	11	,	,	PUNCT
bracis-19082	183	12	l.	l.	PROPN
bracis-19082	183	13	:	:	PUNCT
bracis-19082	183	14	neural	neural	ADJ
bracis-19082	183	15	approaches	approach	NOUN
bracis-19082	183	16	to	to	ADP
bracis-19082	183	17	conversational	conversational	ADJ
bracis-19082	183	18	ai	ai	NOUN
bracis-19082	183	19	.	.	PUNCT
bracis-19082	184	1	in	in	ADP
bracis-19082	184	2	:	:	PUNCT
bracis-19082	184	3	acl	acl	PROPN
bracis-19082	184	4	2018–56th	2018–56th	NUM
bracis-19082	184	5	annual	annual	ADJ
bracis-19082	184	6	meeting	meeting	NOUN
bracis-19082	184	7	of	of	ADP
bracis-19082	184	8	the	the	DET
bracis-19082	184	9	association	association	NOUN
bracis-19082	184	10	for	for	ADP
bracis-19082	184	11	computational	computational	ADJ
bracis-19082	184	12	linguistics	linguistic	NOUN
bracis-19082	184	13	,	,	PUNCT
bracis-19082	184	14	proceedings	proceeding	NOUN
bracis-19082	184	15	of	of	ADP
bracis-19082	184	16	the	the	DET
bracis-19082	184	17	conference	conference	NOUN
bracis-19082	184	18	tutorial	tutorial	NOUN
bracis-19082	184	19	abstracts	abstract	NOUN
bracis-19082	184	20	,	,	PUNCT
bracis-19082	184	21	pp	pp	ADP
bracis-19082	184	22	.	.	PUNCT
bracis-19082	185	1	2–7	2–7	X
bracis-19082	185	2	(	(	PUNCT
bracis-19082	185	3	2018	2018	NUM
bracis-19082	185	4	)	)	PUNCT
bracis-19082	185	5	.	.	PUNCT
bracis-19082	186	1	https://doi.org/10.18653/v1/p18-5002	https://doi.org/10.18653/v1/p18-5002	PROPN
bracis-19082	186	2	guu	guu	PROPN
bracis-19082	186	3	,	,	PUNCT
bracis-19082	186	4	k.	k.	PROPN
bracis-19082	186	5	,	,	PUNCT
bracis-19082	186	6	lee	lee	PROPN
bracis-19082	186	7	,	,	PUNCT
bracis-19082	186	8	k.	k.	PROPN
bracis-19082	186	9	,	,	PUNCT
bracis-19082	186	10	tung	tung	PROPN
bracis-19082	186	11	,	,	PUNCT
bracis-19082	186	12	z.	z.	PROPN
bracis-19082	186	13	,	,	PUNCT
bracis-19082	186	14	pasupat	pasupat	PROPN
bracis-19082	186	15	,	,	PUNCT
bracis-19082	186	16	p.	p.	PROPN
bracis-19082	186	17	,	,	PUNCT
bracis-19082	186	18	chang	chang	PROPN
bracis-19082	186	19	,	,	PUNCT
bracis-19082	186	20	m.w	m.w	PROPN
bracis-19082	186	21	.	.	PUNCT
bracis-19082	186	22	:	:	PUNCT
bracis-19082	187	1	realm	realm	NOUN
bracis-19082	187	2	:	:	PUNCT
bracis-19082	187	3	retrieval	retrieval	NOUN
bracis-19082	187	4	-	-	PUNCT
bracis-19082	187	5	augmented	augment	VERB
bracis-19082	187	6	language	language	NOUN
bracis-19082	187	7	model	model	NOUN
bracis-19082	187	8	pre	pre	NOUN
bracis-19082	187	9	-	-	NOUN
bracis-19082	187	10	training	training	NOUN
bracis-19082	187	11	.	.	PUNCT
bracis-19082	188	1	in	in	ADP
bracis-19082	188	2	:	:	PUNCT
bracis-19082	188	3	37th	37th	ADJ
bracis-19082	188	4	international	international	ADJ
bracis-19082	188	5	conference	conference	NOUN
bracis-19082	188	6	on	on	ADP
bracis-19082	188	7	machine	machine	NOUN
bracis-19082	188	8	learning	learning	NOUN
bracis-19082	188	9	,	,	PUNCT
bracis-19082	188	10	icml	icml	VERB
bracis-19082	188	11	2020	2020	NUM
bracis-19082	188	12	part	part	NOUN
bracis-19082	188	13	f16814	f16814	PROPN
bracis-19082	188	14	,	,	PUNCT
bracis-19082	188	15	pp	pp	ADJ
bracis-19082	188	16	.	.	PUNCT
bracis-19082	189	1	3887–3896	3887–3896	NUM
bracis-19082	189	2	(	(	PUNCT
bracis-19082	189	3	2020	2020	NUM
bracis-19082	189	4	)	)	PUNCT
bracis-19082	189	5	google	google	PROPN
bracis-19082	189	6	scholar	scholar	NOUN
bracis-19082	189	7	  	  	SPACE
bracis-19082	189	8	kim	kim	PROPN
bracis-19082	189	9	,	,	PUNCT
bracis-19082	189	10	y.	y.	PROPN
bracis-19082	189	11	,	,	PUNCT
bracis-19082	189	12	sohn	sohn	PROPN
bracis-19082	189	13	,	,	PUNCT
bracis-19082	189	14	j.	j.	PROPN
bracis-19082	189	15	,	,	PUNCT
bracis-19082	189	16	bang	bang	PROPN
bracis-19082	189	17	,	,	PUNCT
bracis-19082	189	18	s.	s.	PROPN
bracis-19082	189	19	,	,	PUNCT
bracis-19082	189	20	kim	kim	PROPN
bracis-19082	189	21	,	,	PUNCT
bracis-19082	189	22	h.	h.	PROPN
bracis-19082	189	23	:	:	PUNCT
bracis-19082	189	24	deep	deep	ADJ
bracis-19082	189	25	learning	learning	NOUN
bracis-19082	189	26	-	-	PUNCT
bracis-19082	189	27	based	base	VERB
bracis-19082	189	28	question	question	NOUN
bracis-19082	189	29	answering	answer	VERB
bracis-19082	189	30	system	system	NOUN
bracis-19082	189	31	for	for	ADP
bracis-19082	189	32	proactive	proactive	ADJ
bracis-19082	189	33	disaster	disaster	NOUN
bracis-19082	189	34	management	management	NOUN
bracis-19082	189	35	.	.	PUNCT
bracis-19082	190	1	in	in	ADP
bracis-19082	190	2	:	:	PUNCT
bracis-19082	190	3	proceedings	proceeding	NOUN
bracis-19082	190	4	of	of	ADP
bracis-19082	190	5	the	the	DET
bracis-19082	190	6	37th	37th	ADJ
bracis-19082	190	7	international	international	ADJ
bracis-19082	190	8	symposium	symposium	NOUN
bracis-19082	190	9	on	on	ADP
bracis-19082	190	10	automation	automation	NOUN
bracis-19082	190	11	and	and	CCONJ
bracis-19082	190	12	robotics	robotic	NOUN
bracis-19082	190	13	in	in	ADP
bracis-19082	190	14	construction	construction	NOUN
bracis-19082	190	15	(	(	PUNCT
bracis-19082	190	16	isarc	isarc	NOUN
bracis-19082	190	17	)	)	PUNCT
bracis-19082	190	18	(	(	PUNCT
bracis-19082	190	19	isarc	isarc	NOUN
bracis-19082	190	20	)	)	PUNCT
bracis-19082	190	21	,	,	PUNCT
bracis-19082	190	22	2020	2020	NUM
bracis-19082	190	23	(	(	PUNCT
bracis-19082	190	24	2020	2020	NUM
bracis-19082	190	25	)	)	PUNCT
bracis-19082	190	26	.	.	PUNCT
bracis-19082	191	1	https://doi.org/10.22260/isarc2020/0181	https://doi.org/10.22260/isarc2020/0181	PROPN
bracis-19082	191	2	kwiatkowski	kwiatkowski	PROPN
bracis-19082	191	3	,	,	PUNCT
bracis-19082	191	4	t.	t.	PROPN
bracis-19082	191	5	,	,	PUNCT
bracis-19082	191	6	et	et	PROPN
bracis-19082	191	7	al	al	PROPN
bracis-19082	191	8	.	.	PROPN
bracis-19082	191	9	:	:	PUNCT
bracis-19082	191	10	natural	natural	ADJ
bracis-19082	191	11	questions	question	NOUN
bracis-19082	191	12	:	:	PUNCT
bracis-19082	191	13	a	a	DET
bracis-19082	191	14	benchmark	benchmark	NOUN
bracis-19082	191	15	for	for	ADP
bracis-19082	191	16	question	question	NOUN
bracis-19082	191	17	answering	answer	VERB
bracis-19082	191	18	research	research	NOUN
bracis-19082	191	19	.	.	PUNCT
bracis-19082	192	1	trans	trans	PROPN
bracis-19082	192	2	.	.	PUNCT
bracis-19082	193	1	assoc	assoc	PROPN
bracis-19082	193	2	.	.	PUNCT
bracis-19082	194	1	comput	comput	PROPN
bracis-19082	194	2	.	.	PUNCT
bracis-19082	195	1	linguistics	linguistic	NOUN
bracis-19082	195	2	7	7	NUM
bracis-19082	195	3	,	,	PUNCT
bracis-19082	195	4	453–466	453–466	NUM
bracis-19082	195	5	(	(	PUNCT
bracis-19082	195	6	2019	2019	NUM
bracis-19082	195	7	)	)	PUNCT
bracis-19082	195	8	.	.	PUNCT
bracis-19082	196	1	https://doi.org/10.1162/tacl_a_00276	https://doi.org/10.1162/tacl_a_00276	PROPN
bracis-19082	196	2	lewis	lewis	PROPN
bracis-19082	196	3	,	,	PUNCT
bracis-19082	196	4	p.	p.	PROPN
bracis-19082	196	5	,	,	PUNCT
bracis-19082	196	6	et	et	PROPN
bracis-19082	196	7	al	al	PROPN
bracis-19082	196	8	.	.	PROPN
bracis-19082	196	9	:	:	PUNCT
bracis-19082	197	1	retrieval	retrieval	NOUN
bracis-19082	197	2	-	-	PUNCT
bracis-19082	197	3	augmented	augment	VERB
bracis-19082	197	4	generation	generation	NOUN
bracis-19082	197	5	for	for	ADP
bracis-19082	197	6	knowledge	knowledge	NOUN
bracis-19082	197	7	-	-	PUNCT
bracis-19082	197	8	intensive	intensive	ADJ
bracis-19082	197	9	nlp	nlp	NOUN
bracis-19082	197	10	tasks	task	NOUN
bracis-19082	197	11	.	.	PUNCT
bracis-19082	198	1	arxiv	arxiv	NOUN
bracis-19082	198	2	(	(	PUNCT
bracis-19082	198	3	neurips	neurips	PROPN
bracis-19082	198	4	)	)	PUNCT
bracis-19082	198	5	(	(	PUNCT
bracis-19082	198	6	2020	2020	NUM
bracis-19082	198	7	)	)	PUNCT
bracis-19082	198	8	google	google	PROPN
bracis-19082	198	9	scholar	scholar	NOUN
bracis-19082	198	10	  	  	SPACE
bracis-19082	198	11	lewis	lewis	PROPN
bracis-19082	198	12	,	,	PUNCT
bracis-19082	198	13	p.	p.	PROPN
bracis-19082	198	14	,	,	PUNCT
bracis-19082	198	15	wu	wu	PROPN
bracis-19082	198	16	,	,	PUNCT
bracis-19082	198	17	y.	y.	PROPN
bracis-19082	198	18	,	,	PUNCT
bracis-19082	198	19	liu	liu	PROPN
bracis-19082	198	20	,	,	PUNCT
bracis-19082	198	21	l.	l.	PROPN
bracis-19082	198	22	,	,	PUNCT
bracis-19082	198	23	minervini	minervini	NOUN
bracis-19082	198	24	,	,	PUNCT
bracis-19082	198	25	p.	p.	NOUN
bracis-19082	198	26	,	,	PUNCT
bracis-19082	198	27	küttler	küttler	PROPN
bracis-19082	198	28	,	,	PUNCT
bracis-19082	198	29	h.	h.	PROPN
bracis-19082	198	30	,	,	PUNCT
bracis-19082	198	31	piktus	piktus	PROPN
bracis-19082	198	32	,	,	PUNCT
bracis-19082	198	33	a.	a.	PROPN
bracis-19082	198	34	,	,	PUNCT
bracis-19082	198	35	stenetorp	stenetorp	PROPN
bracis-19082	198	36	,	,	PUNCT
bracis-19082	198	37	p.	p.	PROPN
bracis-19082	198	38	,	,	PUNCT
bracis-19082	198	39	riedel	riedel	PROPN
bracis-19082	198	40	,	,	PUNCT
bracis-19082	198	41	s.	s.	PROPN
bracis-19082	198	42	:	:	PUNCT
bracis-19082	198	43	paq	paq	NOUN
bracis-19082	198	44	:	:	PUNCT
bracis-19082	198	45	65	65	NUM
bracis-19082	198	46	million	million	NUM
bracis-19082	198	47	probably	probably	ADV
bracis-19082	198	48	-	-	PUNCT
bracis-19082	198	49	asked	ask	VERB
bracis-19082	198	50	questions	question	NOUN
bracis-19082	198	51	and	and	CCONJ
bracis-19082	198	52	what	what	PRON
bracis-19082	198	53	you	you	PRON
bracis-19082	198	54	can	can	AUX
bracis-19082	198	55	do	do	VERB
bracis-19082	198	56	with	with	ADP
bracis-19082	198	57	them	they	PRON
bracis-19082	198	58	(	(	PUNCT
bracis-19082	198	59	2021	2021	NUM
bracis-19082	198	60	)	)	PUNCT
bracis-19082	198	61	.	.	PUNCT
bracis-19082	199	1	http://arxiv.org/abs/2102.07033	http://arxiv.org/abs/2102.07033	PROPN
bracis-19082	199	2	luccioni	luccioni	PROPN
bracis-19082	199	3	,	,	PUNCT
bracis-19082	199	4	a.	a.	PROPN
bracis-19082	199	5	,	,	PUNCT
bracis-19082	199	6	baylor	baylor	PROPN
bracis-19082	199	7	,	,	PUNCT
bracis-19082	199	8	e.	e.	PROPN
bracis-19082	199	9	,	,	PUNCT
bracis-19082	199	10	duchene	duchene	PROPN
bracis-19082	199	11	,	,	PUNCT
bracis-19082	199	12	n.	n.	NOUN
bracis-19082	199	13	:	:	PUNCT
bracis-19082	199	14	analyzing	analyze	VERB
bracis-19082	199	15	sustainability	sustainability	NOUN
bracis-19082	199	16	reports	report	NOUN
bracis-19082	199	17	using	use	VERB
bracis-19082	199	18	natural	natural	ADJ
bracis-19082	199	19	language	language	NOUN
bracis-19082	199	20	processing	processing	NOUN
bracis-19082	199	21	(	(	PUNCT
bracis-19082	199	22	2020	2020	NUM
bracis-19082	199	23	)	)	PUNCT
bracis-19082	199	24	.	.	PUNCT
bracis-19082	200	1	http://arxiv.org/abs/2011.08073	http://arxiv.org/abs/2011.08073	NOUN
bracis-19082	200	2	nguyen	nguyen	PROPN
bracis-19082	200	3	,	,	PUNCT
bracis-19082	200	4	t.	t.	PROPN
bracis-19082	200	5	,	,	PUNCT
bracis-19082	200	6	rosenberg	rosenberg	PROPN
bracis-19082	200	7	,	,	PUNCT
bracis-19082	200	8	m.	m.	NOUN
bracis-19082	200	9	,	,	PUNCT
bracis-19082	200	10	song	song	NOUN
bracis-19082	200	11	,	,	PUNCT
bracis-19082	200	12	x.	x.	PROPN
bracis-19082	200	13	,	,	PUNCT
bracis-19082	200	14	gao	gao	PROPN
bracis-19082	200	15	,	,	PUNCT
bracis-19082	200	16	j.	j.	PROPN
bracis-19082	200	17	,	,	PUNCT
bracis-19082	200	18	tiwary	tiwary	PROPN
bracis-19082	200	19	,	,	PUNCT
bracis-19082	200	20	s.	s.	PROPN
bracis-19082	200	21	,	,	PUNCT
bracis-19082	200	22	majumder	majumder	PROPN
bracis-19082	200	23	,	,	PUNCT
bracis-19082	200	24	r.	r.	PROPN
bracis-19082	200	25	,	,	PUNCT
bracis-19082	200	26	deng	deng	PROPN
bracis-19082	200	27	,	,	PUNCT
bracis-19082	200	28	l.	l.	PROPN
bracis-19082	200	29	:	:	PUNCT
bracis-19082	200	30	ms	ms	PROPN
bracis-19082	200	31	marco	marco	PROPN
bracis-19082	200	32	:	:	PUNCT
bracis-19082	200	33	a	a	DET
bracis-19082	200	34	human	human	ADJ
bracis-19082	200	35	generated	generate	VERB
bracis-19082	200	36	machine	machine	NOUN
bracis-19082	200	37	reading	reading	NOUN
bracis-19082	200	38	comprehension	comprehension	NOUN
bracis-19082	200	39	dataset	dataset	NOUN
bracis-19082	200	40	.	.	PUNCT
bracis-19082	201	1	in	in	ADP
bracis-19082	201	2	:	:	PUNCT
bracis-19082	201	3	ceur	ceur	NOUN
bracis-19082	201	4	workshop	workshop	NOUN
bracis-19082	201	5	proceedings	proceeding	NOUN
bracis-19082	201	6	1773	1773	NUM
bracis-19082	201	7	(	(	PUNCT
bracis-19082	201	8	nips	nip	NOUN
bracis-19082	201	9	2016	2016	NUM
bracis-19082	201	10	)	)	PUNCT
bracis-19082	201	11	,	,	PUNCT
bracis-19082	201	12	pp	pp	PROPN
bracis-19082	201	13	.	.	PUNCT
bracis-19082	202	1	1–11	1–11	PROPN
bracis-19082	202	2	(	(	PUNCT
bracis-19082	202	3	2016	2016	NUM
bracis-19082	202	4	)	)	PUNCT
bracis-19082	202	5	google	google	PROPN
bracis-19082	202	6	scholar	scholar	NOUN
bracis-19082	202	7	  	  	SPACE
bracis-19082	202	8	raffel	raffel	NOUN
bracis-19082	202	9	,	,	PUNCT
bracis-19082	202	10	c.	c.	PROPN
bracis-19082	202	11	,	,	PUNCT
bracis-19082	202	12	et	et	PROPN
bracis-19082	202	13	al	al	PROPN
bracis-19082	202	14	.	.	PROPN
bracis-19082	202	15	:	:	PUNCT
bracis-19082	202	16	exploring	explore	VERB
bracis-19082	202	17	the	the	DET
bracis-19082	202	18	limits	limit	NOUN
bracis-19082	202	19	of	of	ADP
bracis-19082	202	20	transfer	transfer	NOUN
bracis-19082	202	21	learning	learn	VERB
bracis-19082	202	22	with	with	ADP
bracis-19082	202	23	a	a	DET
bracis-19082	202	24	unified	unified	ADJ
bracis-19082	202	25	text	text	NOUN
bracis-19082	202	26	-	-	PUNCT
bracis-19082	202	27	to	to	ADP
bracis-19082	202	28	-	-	PUNCT
bracis-19082	202	29	text	text	NOUN
bracis-19082	202	30	transformer	transformer	NOUN
bracis-19082	202	31	.	.	PUNCT
bracis-19082	203	1	arxiv	arxiv	PROPN
bracis-19082	203	2	21	21	NUM
bracis-19082	203	3	,	,	PUNCT
bracis-19082	203	4	pp	pp	ADJ
bracis-19082	203	5	.	.	PUNCT
bracis-19082	204	1	1–67	1–67	PROPN
bracis-19082	204	2	(	(	PUNCT
bracis-19082	204	3	2019	2019	NUM
bracis-19082	204	4	)	)	PUNCT
bracis-19082	204	5	google	google	PROPN
bracis-19082	204	6	scholar	scholar	NOUN
bracis-19082	204	7	  	  	SPACE
bracis-19082	204	8	robertson	robertson	PROPN
bracis-19082	204	9	,	,	PUNCT
bracis-19082	204	10	s.	s.	PROPN
bracis-19082	204	11	,	,	PUNCT
bracis-19082	204	12	zaragoza	zaragoza	PROPN
bracis-19082	204	13	,	,	PUNCT
bracis-19082	204	14	h.	h.	PROPN
bracis-19082	204	15	:	:	PUNCT
bracis-19082	204	16	the	the	DET
bracis-19082	204	17	probabilistic	probabilistic	ADJ
bracis-19082	204	18	relevance	relevance	NOUN
bracis-19082	204	19	framework	framework	NOUN
bracis-19082	204	20	:	:	PUNCT
bracis-19082	205	1	bm25	bm25	PROPN
bracis-19082	205	2	and	and	CCONJ
bracis-19082	205	3	beyond	beyond	ADP
bracis-19082	205	4	,	,	PUNCT
bracis-19082	205	5	vol	vol	NOUN
bracis-19082	205	6	.	.	NOUN
bracis-19082	205	7	3	3	NUM
bracis-19082	205	8	(	(	PUNCT
bracis-19082	205	9	2009	2009	NUM
bracis-19082	205	10	)	)	PUNCT
bracis-19082	205	11	.	.	PUNCT
bracis-19082	206	1	https://doi.org/10.1561/1500000019	https://doi.org/10.1561/1500000019	X
bracis-19082	206	2	severo	severo	PROPN
bracis-19082	206	3	,	,	PUNCT
bracis-19082	206	4	e.a	e.a	PROPN
bracis-19082	206	5	.	.	PROPN
bracis-19082	206	6	,	,	PUNCT
bracis-19082	206	7	de	de	PROPN
bracis-19082	206	8	guimarães	guimarães	NOUN
bracis-19082	206	9	,	,	PUNCT
bracis-19082	206	10	j.c.f	j.c.f	PROPN
bracis-19082	206	11	.	.	PROPN
bracis-19082	206	12	,	,	PUNCT
bracis-19082	206	13	dellarmelin	dellarmelin	PROPN
bracis-19082	206	14	,	,	PUNCT
bracis-19082	206	15	m.l	m.l	PROPN
bracis-19082	206	16	.	.	PUNCT
bracis-19082	206	17	:	:	PUNCT
bracis-19082	207	1	impact	impact	NOUN
bracis-19082	207	2	of	of	ADP
bracis-19082	207	3	the	the	DET
bracis-19082	207	4	covid-19	covid-19	PROPN
bracis-19082	207	5	pandemic	pandemic	NOUN
bracis-19082	207	6	on	on	ADP
bracis-19082	207	7	environmental	environmental	ADJ
bracis-19082	207	8	awareness	awareness	NOUN
bracis-19082	207	9	,	,	PUNCT
bracis-19082	207	10	sustainable	sustainable	ADJ
bracis-19082	207	11	consumption	consumption	NOUN
bracis-19082	207	12	and	and	CCONJ
bracis-19082	207	13	social	social	ADJ
bracis-19082	207	14	responsibility	responsibility	NOUN
bracis-19082	207	15	:	:	PUNCT
bracis-19082	207	16	evidence	evidence	NOUN
bracis-19082	207	17	from	from	ADP
bracis-19082	207	18	generations	generation	NOUN
bracis-19082	207	19	in	in	ADP
bracis-19082	207	20	brazil	brazil	PROPN
bracis-19082	207	21	and	and	CCONJ
bracis-19082	207	22	portugal	portugal	PROPN
bracis-19082	207	23	.	.	PUNCT
bracis-19082	208	1	j.	j.	PROPN
bracis-19082	208	2	clean	clean	PROPN
bracis-19082	208	3	.	.	PUNCT
bracis-19082	209	1	prod	prod	NOUN
bracis-19082	209	2	.	.	PUNCT
bracis-19082	210	1	286	286	NUM
bracis-19082	210	2	(	(	PUNCT
bracis-19082	210	3	2021	2021	NUM
bracis-19082	210	4	)	)	PUNCT
bracis-19082	210	5	.	.	PUNCT
bracis-19082	211	1	https://doi.org/10.1016/j.jclepro.2020.124947	https://doi.org/10.1016/j.jclepro.2020.124947	PROPN
bracis-19082	211	2	varini	varini	PROPN
bracis-19082	211	3	,	,	PUNCT
bracis-19082	211	4	f.s	f.s	PROPN
bracis-19082	211	5	.	.	PROPN
bracis-19082	211	6	,	,	PUNCT
bracis-19082	211	7	boyd	boyd	PROPN
bracis-19082	211	8	-	-	PUNCT
bracis-19082	211	9	graber	graber	PROPN
bracis-19082	211	10	,	,	PUNCT
bracis-19082	211	11	j.	j.	PROPN
bracis-19082	211	12	,	,	PUNCT
bracis-19082	211	13	ciaramita	ciaramita	PROPN
bracis-19082	211	14	,	,	PUNCT
bracis-19082	211	15	m.	m.	NOUN
bracis-19082	211	16	,	,	PUNCT
bracis-19082	211	17	leippold	leippold	NOUN
bracis-19082	211	18	,	,	PUNCT
bracis-19082	211	19	m.	m.	NOUN
bracis-19082	211	20	:	:	PUNCT
bracis-19082	211	21	climatext	climatext	ADJ
bracis-19082	211	22	:	:	PUNCT
bracis-19082	211	23	a	a	DET
bracis-19082	211	24	dataset	dataset	NOUN
bracis-19082	211	25	for	for	ADP
bracis-19082	211	26	climate	climate	NOUN
bracis-19082	211	27	change	change	NOUN
bracis-19082	211	28	topic	topic	NOUN
bracis-19082	211	29	detection	detection	NOUN
bracis-19082	211	30	,	,	PUNCT
bracis-19082	211	31	pp	pp	ADP
bracis-19082	211	32	.	.	PUNCT
bracis-19082	212	1	1–13	1–13	NOUN
bracis-19082	212	2	(	(	PUNCT
bracis-19082	212	3	2020	2020	NUM
bracis-19082	212	4	)	)	PUNCT
bracis-19082	212	5	.	.	PUNCT
bracis-19082	213	1	http://arxiv.org/abs/2012.00483	http://arxiv.org/abs/2012.00483	PROPN
bracis-19082	213	2	vaswani	vaswani	PROPN
bracis-19082	213	3	,	,	PUNCT
bracis-19082	213	4	a.	a.	PROPN
bracis-19082	213	5	,	,	PUNCT
bracis-19082	213	6	et	et	PROPN
bracis-19082	213	7	al	al	PROPN
bracis-19082	213	8	.	.	PUNCT
bracis-19082	213	9	:	:	PUNCT
bracis-19082	214	1	attention	attention	NOUN
bracis-19082	214	2	is	be	AUX
bracis-19082	214	3	all	all	PRON
bracis-19082	214	4	you	you	PRON
bracis-19082	214	5	need	need	VERB
bracis-19082	214	6	.	.	PUNCT
bracis-19082	215	1	advances	advance	NOUN
bracis-19082	215	2	in	in	ADP
bracis-19082	215	3	neural	neural	ADJ
bracis-19082	215	4	information	information	NOUN
bracis-19082	215	5	processing	processing	NOUN
bracis-19082	215	6	systems	system	NOUN
bracis-19082	215	7	2017	2017	NUM
bracis-19082	215	8	-	-	PUNCT
bracis-19082	215	9	decem(nips	decem(nip	NOUN
bracis-19082	215	10	)	)	PUNCT
bracis-19082	215	11	,	,	PUNCT
bracis-19082	215	12	pp	pp	ADP
bracis-19082	215	13	.	.	PUNCT
bracis-19082	216	1	5999–6009	5999–6009	NUM
bracis-19082	216	2	(	(	PUNCT
bracis-19082	216	3	2017	2017	NUM
bracis-19082	216	4	)	)	PUNCT
bracis-19082	216	5	google	google	PROPN
bracis-19082	216	6	scholar	scholar	NOUN
bracis-19082	216	7	  	  	SPACE
bracis-19082	216	8	wagner	wagner	NOUN
bracis-19082	216	9	filho	filho	PROPN
bracis-19082	216	10	,	,	PUNCT
bracis-19082	216	11	j.a	j.a	PROPN
bracis-19082	216	12	.	.	PROPN
bracis-19082	216	13	,	,	PUNCT
bracis-19082	216	14	wilkens	wilkens	PROPN
bracis-19082	216	15	,	,	PUNCT
bracis-19082	216	16	r.	r.	PROPN
bracis-19082	216	17	,	,	PUNCT
bracis-19082	216	18	idiart	idiart	NOUN
bracis-19082	216	19	,	,	PUNCT
bracis-19082	216	20	m.	m.	NOUN
bracis-19082	216	21	,	,	PUNCT
bracis-19082	216	22	villavicencio	villavicencio	NOUN
bracis-19082	216	23	,	,	PUNCT
bracis-19082	216	24	a.	a.	NOUN
bracis-19082	216	25	:	:	PUNCT
bracis-19082	216	26	the	the	DET
bracis-19082	216	27	brwac	brwac	PROPN
bracis-19082	216	28	corpus	corpus	PROPN
bracis-19082	216	29	:	:	PUNCT
bracis-19082	216	30	a	a	DET
bracis-19082	216	31	new	new	ADJ
bracis-19082	216	32	open	open	ADJ
bracis-19082	216	33	resource	resource	NOUN
bracis-19082	216	34	for	for	ADP
bracis-19082	216	35	brazilian	brazilian	ADJ
bracis-19082	216	36	portuguese	portuguese	NOUN
bracis-19082	216	37	.	.	PUNCT
bracis-19082	217	1	in	in	ADP
bracis-19082	217	2	:	:	PUNCT
bracis-19082	217	3	lrec	lrec	PROPN
bracis-19082	217	4	2018–11th	2018–11th	NUM
bracis-19082	217	5	international	international	ADJ
bracis-19082	217	6	conference	conference	NOUN
bracis-19082	217	7	on	on	ADP
bracis-19082	217	8	language	language	NOUN
bracis-19082	217	9	resources	resource	NOUN
bracis-19082	217	10	and	and	CCONJ
bracis-19082	217	11	evaluation	evaluation	NOUN
bracis-19082	217	12	,	,	PUNCT
bracis-19082	217	13	pp	pp	X
bracis-19082	217	14	.	.	PUNCT
bracis-19082	217	15	4339–4344	4339–4344	NUM
bracis-19082	217	16	,	,	PUNCT
bracis-19082	217	17	may	may	AUX
bracis-19082	217	18	2019	2019	NUM
bracis-19082	217	19	google	google	PROPN
bracis-19082	217	20	scholar	scholar	NOUN
bracis-19082	217	21	  	  	SPACE
bracis-19082	217	22	west	west	NOUN
bracis-19082	217	23	,	,	PUNCT
bracis-19082	217	24	t.a.p	t.a.p	NOUN
bracis-19082	217	25	.	.	PUNCT
bracis-19082	217	26	,	,	PUNCT
bracis-19082	217	27	börner	börner	NOUN
bracis-19082	217	28	,	,	PUNCT
bracis-19082	217	29	j.	j.	PROPN
bracis-19082	217	30	,	,	PUNCT
bracis-19082	217	31	fearnside	fearnside	NOUN
bracis-19082	217	32	,	,	PUNCT
bracis-19082	217	33	p.m.	p.m.	NOUN
bracis-19082	217	34	:	:	PUNCT
bracis-19082	217	35	climatic	climatic	ADJ
bracis-19082	217	36	benefits	benefit	NOUN
bracis-19082	217	37	from	from	ADP
bracis-19082	217	38	the	the	DET
bracis-19082	217	39	2006–2017	2006–2017	NUM
bracis-19082	217	40	avoided	avoided	ADJ
bracis-19082	217	41	deforestation	deforestation	NOUN
bracis-19082	217	42	in	in	ADP
bracis-19082	217	43	amazonian	amazonian	PROPN
bracis-19082	217	44	brazil	brazil	PROPN
bracis-19082	217	45	.	.	PUNCT
bracis-19082	218	1	front	front	ADJ
bracis-19082	218	2	.	.	PUNCT
bracis-19082	219	1	forests	forest	VERB
bracis-19082	219	2	global	global	ADJ
bracis-19082	219	3	change	change	NOUN
bracis-19082	219	4	2(september	2(september	NUM
bracis-19082	219	5	)	)	PUNCT
bracis-19082	219	6	,	,	PUNCT
bracis-19082	219	7	1–11	1–11	PROPN
bracis-19082	219	8	(	(	PUNCT
bracis-19082	219	9	2019	2019	NUM
bracis-19082	219	10	)	)	PUNCT
bracis-19082	219	11	.	.	PUNCT
bracis-19082	220	1	https://doi.org/10.3389/ffgc.2019.00052	https://doi.org/10.3389/ffgc.2019.00052	PROPN
bracis-19082	220	2	article	article	NOUN
bracis-19082	220	3	  	  	SPACE
bracis-19082	220	4	google	google	PROPN
bracis-19082	220	5	scholar	scholar	NOUN
bracis-19082	220	6	  	  	SPACE
bracis-19082	220	7	download	download	NOUN
bracis-19082	220	8	references	reference	NOUN
bracis-19082	220	9	acknowledgements	acknowledgement	NOUN
bracis-19082	220	10	this	this	DET
bracis-19082	220	11	work	work	NOUN
bracis-19082	220	12	was	be	AUX
bracis-19082	220	13	financed	finance	VERB
bracis-19082	220	14	in	in	ADP
bracis-19082	220	15	part	part	NOUN
bracis-19082	220	16	by	by	ADP
bracis-19082	220	17	the	the	DET
bracis-19082	220	18	coordenação	coordenação	PROPN
bracis-19082	220	19	de	de	PROPN
bracis-19082	220	20	aperfeiçoamento	aperfeiçoamento	PROPN
bracis-19082	220	21	de	de	X
bracis-19082	220	22	pessoal	pessoal	PROPN
bracis-19082	220	23	de	de	PROPN
bracis-19082	220	24	nível	nível	PROPN
bracis-19082	220	25	superior	superior	ADJ
bracis-19082	220	26	(	(	PUNCT
bracis-19082	220	27	capes	cape	NOUN
bracis-19082	220	28	,	,	PUNCT
bracis-19082	220	29	finance	finance	NOUN
bracis-19082	220	30	code	code	NOUN
bracis-19082	220	31	001	001	NUM
bracis-19082	220	32	)	)	PUNCT
bracis-19082	220	33	and	and	CCONJ
bracis-19082	220	34	by	by	ADP
bracis-19082	220	35	the	the	DET
bracis-19082	220	36	itaú	itaú	PROPN
bracis-19082	220	37	unibanco	unibanco	PROPN
bracis-19082	220	38	s.a	s.a	PROPN
bracis-19082	220	39	.	.	PROPN
bracis-19082	220	40	,	,	PUNCT
bracis-19082	220	41	through	through	ADP
bracis-19082	220	42	the	the	DET
bracis-19082	220	43	programa	programa	NOUN
bracis-19082	220	44	de	de	X
bracis-19082	220	45	bolsas	bolsas	PROPN
bracis-19082	220	46	itaú	itaú	NOUN
bracis-19082	220	47	(	(	PUNCT
bracis-19082	220	48	pbi	pbi	NOUN
bracis-19082	220	49	)	)	PUNCT
bracis-19082	220	50	of	of	ADP
bracis-19082	220	51	the	the	DET
bracis-19082	220	52	centro	centro	X
bracis-19082	220	53	de	de	X
bracis-19082	220	54	ciência	ciência	X
bracis-19082	220	55	de	de	ADP
bracis-19082	220	56	dados	dado	NOUN
bracis-19082	220	57	(	(	PUNCT
bracis-19082	220	58	c\(^2\)d	c\(^2\)d	NOUN
bracis-19082	220	59	)	)	PUNCT
bracis-19082	220	60	of	of	ADP
bracis-19082	220	61	escola	escola	PROPN
bracis-19082	220	62	politécnica	politécnica	PROPN
bracis-19082	220	63	of	of	ADP
bracis-19082	220	64	universidade	universidade	PROPN
bracis-19082	220	65	de	de	PROPN
bracis-19082	220	66	são	são	PROPN
bracis-19082	220	67	paulo	paulo	PROPN
bracis-19082	220	68	(	(	PUNCT
bracis-19082	220	69	usp	usp	PROPN
bracis-19082	220	70	)	)	PUNCT
bracis-19082	220	71	.	.	PUNCT
bracis-19082	221	1	we	we	PRON
bracis-19082	221	2	also	also	ADV
bracis-19082	221	3	gratefully	gratefully	ADV
bracis-19082	221	4	acknowledge	acknowledge	VERB
bracis-19082	221	5	support	support	NOUN
bracis-19082	221	6	from	from	ADP
bracis-19082	221	7	conselho	conselho	NOUN
bracis-19082	221	8	nacional	nacional	PROPN
bracis-19082	221	9	de	de	X
bracis-19082	221	10	desenvolvimento	desenvolvimento	PROPN
bracis-19082	221	11	cientiífico	cientiífico	PROPN
bracis-19082	221	12	e	e	PROPN
bracis-19082	221	13	tecnológico	tecnológico	PROPN
bracis-19082	221	14	(	(	PUNCT
bracis-19082	221	15	cnpq	cnpq	PROPN
bracis-19082	221	16	)	)	PUNCT
bracis-19082	221	17	(	(	PUNCT
bracis-19082	221	18	grants	grant	NOUN
bracis-19082	221	19	312180/2018	312180/2018	NUM
bracis-19082	221	20	-	-	SYM
bracis-19082	221	21	7	7	NUM
bracis-19082	221	22	and	and	CCONJ
bracis-19082	221	23	310085/2020	310085/2020	NUM
bracis-19082	221	24	-	-	SYM
bracis-19082	221	25	9	9	NUM
bracis-19082	221	26	)	)	PUNCT
bracis-19082	221	27	and	and	CCONJ
bracis-19082	221	28	the	the	DET
bracis-19082	221	29	center	center	NOUN
bracis-19082	221	30	for	for	ADP
bracis-19082	221	31	artificial	artificial	ADJ
bracis-19082	221	32	intelligence	intelligence	NOUN
bracis-19082	221	33	(	(	PUNCT
bracis-19082	221	34	c4ai	c4ai	NOUN
bracis-19082	221	35	-	-	PUNCT
bracis-19082	221	36	usp	usp	NOUN
bracis-19082	221	37	)	)	PUNCT
bracis-19082	221	38	,	,	PUNCT
bracis-19082	221	39	with	with	ADP
bracis-19082	221	40	support	support	NOUN
bracis-19082	221	41	by	by	ADP
bracis-19082	221	42	the	the	DET
bracis-19082	221	43	fundação	fundação	PROPN
bracis-19082	221	44	de	de	X
bracis-19082	221	45	amparo	amparo	PROPN
bracis-19082	221	46	à	à	X
bracis-19082	221	47	pesquisa	pesquisa	PROPN
bracis-19082	221	48	do	do	AUX
bracis-19082	221	49	estado	estado	PROPN
bracis-19082	221	50	de	de	PROPN
bracis-19082	221	51	são	são	PROPN
bracis-19082	221	52	paulo	paulo	PROPN
bracis-19082	221	53	(	(	PUNCT
bracis-19082	221	54	fapesp	fapesp	PROPN
bracis-19082	221	55	,	,	PUNCT
bracis-19082	221	56	grant	grant	VERB
bracis-19082	221	57	2019/	2019/	NUM
bracis-19082	221	58	07665	07665	NUM
bracis-19082	221	59	-	-	SYM
bracis-19082	221	60	4	4	NUM
bracis-19082	221	61	)	)	PUNCT
bracis-19082	221	62	and	and	CCONJ
bracis-19082	221	63	by	by	ADP
bracis-19082	221	64	the	the	DET
bracis-19082	221	65	ibm	ibm	PROPN
bracis-19082	221	66	corporation	corporation	NOUN
bracis-19082	221	67	.	.	PUNCT
bracis-19082	222	1	author	author	NOUN
bracis-19082	222	2	information	information	NOUN
bracis-19082	222	3	authors	author	NOUN
bracis-19082	222	4	and	and	CCONJ
bracis-19082	222	5	affiliations	affiliation	NOUN
bracis-19082	222	6	escola	escola	PROPN
bracis-19082	222	7	politécnica	politécnica	PROPN
bracis-19082	222	8	,	,	PUNCT
bracis-19082	222	9	universidade	universidade	PROPN
bracis-19082	222	10	de	de	PROPN
bracis-19082	222	11	são	são	PROPN
bracis-19082	222	12	paulo	paulo	PROPN
bracis-19082	222	13	,	,	PUNCT
bracis-19082	222	14	sao	sao	PROPN
bracis-19082	222	15	paulo	paulo	PROPN
bracis-19082	222	16	,	,	PUNCT
bracis-19082	222	17	brazil	brazil	PROPN
bracis-19082	222	18	flávio	flávio	NOUN
bracis-19082	222	19	nakasato	nakasato	NOUN
bracis-19082	222	20	cação	cação	NOUN
bracis-19082	222	21	,	,	PUNCT
bracis-19082	222	22	 	 	SPACE
bracis-19082	222	23	marcos	marcos	PROPN
bracis-19082	222	24	menon	menon	PROPN
bracis-19082	222	25	josé	josé	PROPN
bracis-19082	222	26	,	,	PUNCT
bracis-19082	222	27	 	 	SPACE
bracis-19082	222	28	andré	andré	VERB
bracis-19082	222	29	seidel	seidel	PROPN
bracis-19082	222	30	oliveira	oliveira	PROPN
bracis-19082	222	31	,	,	PUNCT
bracis-19082	222	32	 	 	SPACE
bracis-19082	222	33	stefano	stefano	PROPN
bracis-19082	222	34	spindola	spindola	PROPN
bracis-19082	222	35	,	,	PUNCT
bracis-19082	222	36	 	 	SPACE
bracis-19082	222	37	anna	anna	PROPN
bracis-19082	222	38	helena	helena	PROPN
bracis-19082	222	39	reali	reali	PROPN
bracis-19082	222	40	costa	costa	PROPN
bracis-19082	222	41	 	 	SPACE
bracis-19082	222	42	&	&	CCONJ
bracis-19082	222	43	 	 	SPACE
bracis-19082	222	44	fabio	fabio	PROPN
bracis-19082	222	45	gagliardi	gagliardi	PROPN
bracis-19082	222	46	cozman	cozman	PROPN
bracis-19082	222	47	authors	author	NOUN
bracis-19082	222	48	flávio	flávio	VERB
bracis-19082	222	49	nakasato	nakasato	NOUN
bracis-19082	222	50	caçãoview	caçãoview	NOUN
bracis-19082	222	51	author	author	NOUN
bracis-19082	222	52	publications	publication	NOUN
bracis-19082	222	53	search	search	NOUN
bracis-19082	222	54	author	author	NOUN
bracis-19082	222	55	on	on	ADP
bracis-19082	222	56	:	:	PUNCT
bracis-19082	222	57	pubmed	pubmed	PROPN
bracis-19082	222	58	 	 	SPACE
bracis-19082	222	59	google	google	PROPN
bracis-19082	222	60	scholar	scholar	PROPN
bracis-19082	222	61	marcos	marcos	PROPN
bracis-19082	222	62	menon	menon	PROPN
bracis-19082	222	63	joséview	joséview	PROPN
bracis-19082	222	64	author	author	NOUN
bracis-19082	222	65	publications	publication	NOUN
bracis-19082	222	66	search	search	NOUN
bracis-19082	222	67	author	author	NOUN
bracis-19082	222	68	on	on	ADP
bracis-19082	222	69	:	:	PUNCT
bracis-19082	222	70	pubmed	pubmed	PROPN
bracis-19082	222	71	 	 	SPACE
bracis-19082	222	72	google	google	PROPN
bracis-19082	222	73	scholar	scholar	NOUN
bracis-19082	222	74	andré	andré	VERB
bracis-19082	222	75	seidel	seidel	PROPN
bracis-19082	222	76	oliveiraview	oliveiraview	PROPN
bracis-19082	222	77	author	author	NOUN
bracis-19082	222	78	publications	publication	NOUN
bracis-19082	222	79	search	search	NOUN
bracis-19082	222	80	author	author	NOUN
bracis-19082	222	81	on	on	ADP
bracis-19082	222	82	:	:	PUNCT
bracis-19082	222	83	pubmed	pubmed	PROPN
bracis-19082	222	84	 	 	SPACE
bracis-19082	222	85	google	google	PROPN
bracis-19082	222	86	scholar	scholar	NOUN
bracis-19082	222	87	stefano	stefano	PROPN
bracis-19082	222	88	spindolaview	spindolaview	NOUN
bracis-19082	222	89	author	author	NOUN
bracis-19082	222	90	publications	publication	NOUN
bracis-19082	222	91	search	search	NOUN
bracis-19082	222	92	author	author	NOUN
bracis-19082	222	93	on	on	ADP
bracis-19082	222	94	:	:	PUNCT
bracis-19082	222	95	pubmed	pubmed	PROPN
bracis-19082	222	96	 	 	SPACE
bracis-19082	222	97	google	google	PROPN
bracis-19082	222	98	scholar	scholar	PROPN
bracis-19082	222	99	anna	anna	PROPN
bracis-19082	222	100	helena	helena	PROPN
bracis-19082	222	101	reali	reali	PROPN
bracis-19082	222	102	costaview	costaview	PROPN
bracis-19082	222	103	author	author	NOUN
bracis-19082	222	104	publications	publication	NOUN
bracis-19082	222	105	search	search	NOUN
bracis-19082	222	106	author	author	NOUN
bracis-19082	222	107	on	on	ADP
bracis-19082	222	108	:	:	PUNCT
bracis-19082	222	109	pubmed	pubmed	PROPN
bracis-19082	222	110	 	 	SPACE
bracis-19082	222	111	google	google	PROPN
bracis-19082	222	112	scholar	scholar	NOUN
bracis-19082	222	113	fabio	fabio	PROPN
bracis-19082	222	114	gagliardi	gagliardi	PROPN
bracis-19082	222	115	cozmanview	cozmanview	PROPN
bracis-19082	222	116	author	author	NOUN
bracis-19082	222	117	publications	publication	NOUN
bracis-19082	222	118	search	search	NOUN
bracis-19082	222	119	author	author	NOUN
bracis-19082	222	120	on	on	ADP
bracis-19082	222	121	:	:	PUNCT
bracis-19082	222	122	pubmed	pubmed	PROPN
bracis-19082	222	123	 	 	SPACE
bracis-19082	222	124	google	google	PROPN
bracis-19082	222	125	scholar	scholar	NOUN
bracis-19082	222	126	corresponding	correspond	VERB
bracis-19082	222	127	author	author	NOUN
bracis-19082	222	128	correspondence	correspondence	NOUN
bracis-19082	222	129	to	to	PART
bracis-19082	222	130	flávio	flávio	VERB
bracis-19082	222	131	nakasato	nakasato	NOUN
bracis-19082	222	132	cação	cação	NOUN
bracis-19082	222	133	.	.	PUNCT
bracis-19082	223	1	editor	editor	NOUN
bracis-19082	223	2	information	information	NOUN
bracis-19082	223	3	editors	editor	NOUN
bracis-19082	223	4	and	and	CCONJ
bracis-19082	223	5	affiliations	affiliation	NOUN
bracis-19082	223	6	universidade	universidade	PROPN
bracis-19082	223	7	federal	federal	PROPN
bracis-19082	223	8	de	de	X
bracis-19082	223	9	sergipe	sergipe	PROPN
bracis-19082	223	10	,	,	PUNCT
bracis-19082	223	11	são	são	NOUN
bracis-19082	223	12	cristóvão	cristóvão	PROPN
bracis-19082	223	13	,	,	PUNCT
bracis-19082	223	14	brazil	brazil	PROPN
bracis-19082	223	15	andré	andré	PROPN
bracis-19082	223	16	britto	britto	PROPN
bracis-19082	223	17	universidade	universidade	PROPN
bracis-19082	223	18	de	de	PROPN
bracis-19082	223	19	são	são	PROPN
bracis-19082	223	20	paulo	paulo	PROPN
bracis-19082	223	21	,	,	PUNCT
bracis-19082	223	22	são	são	PROPN
bracis-19082	223	23	paulo	paulo	PROPN
bracis-19082	223	24	,	,	PUNCT
bracis-19082	223	25	brazil	brazil	PROPN
bracis-19082	223	26	karina	karina	PROPN
bracis-19082	223	27	valdivia	valdivia	PROPN
bracis-19082	223	28	delgado	delgado	PROPN
bracis-19082	223	29	appendices	appendice	VERB
bracis-19082	223	30	7	7	NUM
bracis-19082	223	31	appendix	appendix	NOUN
bracis-19082	223	32	a	a	PRON
bracis-19082	223	33	to	to	PART
bracis-19082	223	34	filter	filter	VERB
bracis-19082	223	35	qa	qa	NOUN
bracis-19082	223	36	-	-	PUNCT
bracis-19082	223	37	pairs	pair	NOUN
bracis-19082	223	38	in	in	ADP
bracis-19082	223	39	paq	paq	NOUN
bracis-19082	223	40	,	,	PUNCT
bracis-19082	223	41	we	we	PRON
bracis-19082	223	42	created	create	VERB
bracis-19082	223	43	four	four	NUM
bracis-19082	223	44	sets	set	NOUN
bracis-19082	223	45	of	of	ADP
bracis-19082	223	46	keywords	keyword	NOUN
bracis-19082	223	47	:	:	PUNCT
bracis-19082	223	48	m	m	VERB
bracis-19082	223	49	(	(	PUNCT
bracis-19082	223	50	from	from	ADP
bracis-19082	223	51	“	"	PUNCT
bracis-19082	223	52	must	must	AUX
bracis-19082	223	53	have	have	AUX
bracis-19082	223	54	”	"	PUNCT
bracis-19082	223	55	:	:	PUNCT
bracis-19082	223	56	“	"	PUNCT
bracis-19082	223	57	brazil	brazil	PROPN
bracis-19082	223	58	*	*	PUNCT
bracis-19082	223	59	”	"	PUNCT
bracis-19082	223	60	and	and	CCONJ
bracis-19082	223	61	other	other	ADJ
bracis-19082	223	62	states	state	NOUN
bracis-19082	223	63	names	name	NOUN
bracis-19082	223	64	)	)	PUNCT
bracis-19082	223	65	,	,	PUNCT
bracis-19082	223	66	g	g	PROPN
bracis-19082	223	67	(	(	PUNCT
bracis-19082	223	68	from	from	ADP
bracis-19082	223	69	“	"	PUNCT
bracis-19082	223	70	good	good	ADJ
bracis-19082	223	71	to	to	PART
bracis-19082	223	72	have	have	VERB
bracis-19082	223	73	”	"	PUNCT
bracis-19082	223	74	;	;	PUNCT
bracis-19082	223	75	e.g.	e.g.	ADV
bracis-19082	223	76	“	"	PUNCT
bracis-19082	223	77	deforestation	deforestation	NOUN
bracis-19082	223	78	”	"	PUNCT
bracis-19082	223	79	)	)	PUNCT
bracis-19082	223	80	,	,	PUNCT
bracis-19082	223	81	u	u	NOUN
bracis-19082	223	82	(	(	PUNCT
bracis-19082	223	83	from	from	ADP
bracis-19082	223	84	“	"	PUNCT
bracis-19082	223	85	unique	unique	ADJ
bracis-19082	223	86	expressions	expression	NOUN
bracis-19082	223	87	”	"	PUNCT
bracis-19082	223	88	;	;	PUNCT
bracis-19082	223	89	e.g.	e.g.	ADV
bracis-19082	223	90	“	"	PUNCT
bracis-19082	223	91	ibama	ibama	NOUN
bracis-19082	223	92	”	"	PUNCT
bracis-19082	223	93	or	or	CCONJ
bracis-19082	223	94	“	"	PUNCT
bracis-19082	223	95	amazon	amazon	NOUN
bracis-19082	223	96	rainforest	rainforest	NOUN
bracis-19082	223	97	”	"	PUNCT
bracis-19082	223	98	)	)	PUNCT
bracis-19082	223	99	and	and	CCONJ
bracis-19082	223	100	e	e	X
bracis-19082	223	101	(	(	PUNCT
bracis-19082	223	102	from	from	ADP
bracis-19082	223	103	“	"	PUNCT
bracis-19082	223	104	to	to	PART
bracis-19082	223	105	exclude	exclude	VERB
bracis-19082	223	106	”	"	PUNCT
bracis-19082	223	107	;	;	PUNCT
bracis-19082	223	108	e.g.	e.g.	ADV
bracis-19082	223	109	“	"	PUNCT
bracis-19082	223	110	soccer	soccer	NOUN
bracis-19082	223	111	”	"	PUNCT
bracis-19082	223	112	)	)	PUNCT
bracis-19082	223	113	.	.	PUNCT
bracis-19082	224	1	for	for	SCONJ
bracis-19082	224	2	a	a	DET
bracis-19082	224	3	pair	pair	NOUN
bracis-19082	224	4	to	to	PART
bracis-19082	224	5	be	be	AUX
bracis-19082	224	6	selected	select	VERB
bracis-19082	224	7	,	,	PUNCT
bracis-19082	224	8	it	it	PRON
bracis-19082	224	9	must	must	AUX
bracis-19082	224	10	contain	contain	VERB
bracis-19082	224	11	,	,	PUNCT
bracis-19082	224	12	in	in	ADP
bracis-19082	224	13	its	its	PRON
bracis-19082	224	14	question	question	NOUN
bracis-19082	224	15	or	or	CCONJ
bracis-19082	224	16	answer	answer	NOUN
bracis-19082	224	17	,	,	PUNCT
bracis-19082	224	18	at	at	ADV
bracis-19082	224	19	least	least	ADJ
bracis-19082	224	20	one	one	NUM
bracis-19082	224	21	expression	expression	NOUN
bracis-19082	224	22	belonging	belong	VERB
bracis-19082	224	23	to	to	ADP
bracis-19082	224	24	m	m	PRON
bracis-19082	224	25	or	or	CCONJ
bracis-19082	224	26	u.	u.	VERB
bracis-19082	224	27	if	if	SCONJ
bracis-19082	224	28	it	it	PRON
bracis-19082	224	29	was	be	AUX
bracis-19082	224	30	from	from	ADP
bracis-19082	224	31	u	u	NOUN
bracis-19082	224	32	,	,	PUNCT
bracis-19082	224	33	it	it	PRON
bracis-19082	224	34	would	would	AUX
bracis-19082	224	35	already	already	ADV
bracis-19082	224	36	be	be	AUX
bracis-19082	224	37	selected	select	VERB
bracis-19082	224	38	;	;	PUNCT
bracis-19082	224	39	if	if	SCONJ
bracis-19082	224	40	it	it	PRON
bracis-19082	224	41	was	be	AUX
bracis-19082	224	42	from	from	ADP
bracis-19082	224	43	m	m	PROPN
bracis-19082	224	44	,	,	PUNCT
bracis-19082	224	45	it	it	PRON
bracis-19082	224	46	could	could	AUX
bracis-19082	224	47	not	not	PART
bracis-19082	224	48	contain	contain	VERB
bracis-19082	224	49	any	any	DET
bracis-19082	224	50	e	e	NOUN
bracis-19082	224	51	expressions	expression	NOUN
bracis-19082	224	52	.	.	PUNCT
bracis-19082	225	1	finally	finally	ADV
bracis-19082	225	2	,	,	PUNCT
bracis-19082	225	3	if	if	SCONJ
bracis-19082	225	4	the	the	DET
bracis-19082	225	5	qa	qa	PROPN
bracis-19082	225	6	-	-	PUNCT
bracis-19082	225	7	pair	pair	NOUN
bracis-19082	225	8	contains	contain	VERB
bracis-19082	225	9	any	any	DET
bracis-19082	225	10	keyword	keyword	NOUN
bracis-19082	225	11	from	from	ADP
bracis-19082	225	12	g	g	NOUN
bracis-19082	225	13	,	,	PUNCT
bracis-19082	225	14	it	it	PRON
bracis-19082	225	15	should	should	AUX
bracis-19082	225	16	also	also	ADV
bracis-19082	225	17	contain	contain	VERB
bracis-19082	225	18	at	at	ADV
bracis-19082	225	19	least	least	ADV
bracis-19082	225	20	one	one	NUM
bracis-19082	225	21	from	from	ADP
bracis-19082	225	22	m	m	PROPN
bracis-19082	225	23	,	,	PUNCT
bracis-19082	225	24	but	but	CCONJ
bracis-19082	225	25	none	none	NOUN
bracis-19082	225	26	from	from	ADP
bracis-19082	225	27	e	e	PRON
bracis-19082	225	28	either	either	ADV
bracis-19082	225	29	.	.	PUNCT
bracis-19082	226	1	8	8	NUM
bracis-19082	226	2	appendix	appendix	NOUN
bracis-19082	226	3	b	b	NOUN
bracis-19082	226	4	we	we	PRON
bracis-19082	226	5	performed	perform	VERB
bracis-19082	226	6	queries	query	NOUN
bracis-19082	226	7	associated	associate	VERB
bracis-19082	226	8	with	with	ADP
bracis-19082	226	9	the	the	DET
bracis-19082	226	10	following	follow	VERB
bracis-19082	226	11	keywords	keyword	NOUN
bracis-19082	226	12	(	(	PUNCT
bracis-19082	226	13	here	here	ADV
bracis-19082	226	14	,	,	PUNCT
bracis-19082	226	15	translated	translate	VERB
bracis-19082	226	16	into	into	ADP
bracis-19082	226	17	english	english	PROPN
bracis-19082	226	18	):	):	PUNCT
bracis-19082	226	19	amazon	amazon	NOUN
bracis-19082	226	20	rainforest	rainforest	NOUN
bracis-19082	226	21	,	,	PUNCT
bracis-19082	226	22	cerrado	cerrado	NOUN
bracis-19082	226	23	,	,	PUNCT
bracis-19082	226	24	climate	climate	NOUN
bracis-19082	226	25	change	change	NOUN
bracis-19082	226	26	,	,	PUNCT
bracis-19082	226	27	deforestation	deforestation	NOUN
bracis-19082	226	28	,	,	PUNCT
bracis-19082	226	29	environmental	environmental	ADJ
bracis-19082	226	30	conduct	conduct	NOUN
bracis-19082	226	31	adjustment	adjustment	NOUN
bracis-19082	226	32	agreement	agreement	NOUN
bracis-19082	226	33	,	,	PUNCT
bracis-19082	226	34	extractive	extractive	ADJ
bracis-19082	226	35	(	(	PUNCT
bracis-19082	226	36	from	from	ADP
bracis-19082	226	37	“	"	PUNCT
bracis-19082	226	38	extractivism	extractivism	NOUN
bracis-19082	226	39	”	"	PUNCT
bracis-19082	226	40	)	)	PUNCT
bracis-19082	226	41	,	,	PUNCT
bracis-19082	226	42	forest	forest	NOUN
bracis-19082	226	43	fires	fire	NOUN
bracis-19082	226	44	,	,	PUNCT
bracis-19082	226	45	funding	funding	NOUN
bracis-19082	226	46	for	for	ADP
bracis-19082	226	47	conservation	conservation	NOUN
bracis-19082	226	48	,	,	PUNCT
bracis-19082	226	49	green	green	ADJ
bracis-19082	226	50	economy	economy	NOUN
bracis-19082	226	51	,	,	PUNCT
bracis-19082	226	52	land	land	NOUN
bracis-19082	226	53	grabbing	grabbing	NOUN
bracis-19082	226	54	,	,	PUNCT
bracis-19082	226	55	mining	mining	NOUN
bracis-19082	226	56	and	and	CCONJ
bracis-19082	226	57	protected	protected	ADJ
bracis-19082	226	58	areas	area	NOUN
bracis-19082	226	59	.	.	PUNCT
bracis-19082	227	1	it	it	PRON
bracis-19082	227	2	should	should	AUX
bracis-19082	227	3	be	be	AUX
bracis-19082	227	4	noted	note	VERB
bracis-19082	227	5	that	that	SCONJ
bracis-19082	227	6	the	the	DET
bracis-19082	227	7	decision	decision	NOUN
bracis-19082	227	8	to	to	PART
bracis-19082	227	9	exclude	exclude	VERB
bracis-19082	227	10	some	some	DET
bracis-19082	227	11	words	word	NOUN
bracis-19082	227	12	is	be	AUX
bracis-19082	227	13	only	only	ADV
bracis-19082	227	14	understandable	understandable	ADJ
bracis-19082	227	15	in	in	ADP
bracis-19082	227	16	portuguese	portuguese	PROPN
bracis-19082	227	17	,	,	PUNCT
bracis-19082	227	18	since	since	SCONJ
bracis-19082	227	19	there	there	PRON
bracis-19082	227	20	is	be	VERB
bracis-19082	227	21	no	no	DET
bracis-19082	227	22	reasonable	reasonable	ADJ
bracis-19082	227	23	parallel	parallel	NOUN
bracis-19082	227	24	in	in	ADP
bracis-19082	227	25	english	english	PROPN
bracis-19082	227	26	,	,	PUNCT
bracis-19082	227	27	as	as	ADP
bracis-19082	227	28	with	with	ADP
bracis-19082	227	29	the	the	DET
bracis-19082	227	30	word	word	NOUN
bracis-19082	227	31	“	"	PUNCT
bracis-19082	227	32	fist	fist	NOUN
bracis-19082	227	33	”	"	PUNCT
bracis-19082	227	34	for	for	ADP
bracis-19082	227	35	the	the	DET
bracis-19082	227	36	keyword	keyword	NOUN
bracis-19082	227	37	“	"	PUNCT
bracis-19082	227	38	cerrado	cerrado	NOUN
bracis-19082	227	39	”	"	PUNCT
bracis-19082	227	40	in	in	ADP
bracis-19082	227	41	portuguese	portuguese	PROPN
bracis-19082	227	42	,	,	PUNCT
bracis-19082	227	43	the	the	DET
bracis-19082	227	44	expression	expression	NOUN
bracis-19082	227	45	“	"	PUNCT
bracis-19082	227	46	punho	punho	NOUN
bracis-19082	227	47	cerrado	cerrado	NOUN
bracis-19082	227	48	”	"	PUNCT
bracis-19082	227	49	(	(	PUNCT
bracis-19082	227	50	“	"	PUNCT
bracis-19082	227	51	clenched	clench	VERB
bracis-19082	227	52	fist	fist	NOUN
bracis-19082	227	53	”	"	PUNCT
bracis-19082	227	54	)	)	PUNCT
bracis-19082	227	55	is	be	AUX
bracis-19082	227	56	common	common	ADJ
bracis-19082	227	57	,	,	PUNCT
bracis-19082	227	58	but	but	CCONJ
bracis-19082	227	59	it	it	PRON
bracis-19082	227	60	is	be	AUX
bracis-19082	227	61	clearly	clearly	ADV
bracis-19082	227	62	not	not	PART
bracis-19082	227	63	directly	directly	ADV
bracis-19082	227	64	related	relate	VERB
bracis-19082	227	65	to	to	ADP
bracis-19082	227	66	the	the	DET
bracis-19082	227	67	cerrado	cerrado	PROPN
bracis-19082	227	68	biome	biome	PROPN
bracis-19082	227	69	.	.	PUNCT
bracis-19082	228	1	also	also	ADV
bracis-19082	228	2	for	for	ADP
bracis-19082	228	3	more	more	ADV
bracis-19082	228	4	significant	significant	ADJ
bracis-19082	228	5	results	result	NOUN
bracis-19082	228	6	,	,	PUNCT
bracis-19082	228	7	we	we	PRON
bracis-19082	228	8	eliminated	eliminate	VERB
bracis-19082	228	9	news	news	NOUN
bracis-19082	228	10	related	relate	VERB
bracis-19082	228	11	to	to	ADP
bracis-19082	228	12	“	"	PUNCT
bracis-19082	228	13	agrobusiness	agrobusiness	NOUN
bracis-19082	228	14	”	"	PUNCT
bracis-19082	228	15	in	in	ADP
bracis-19082	228	16	the	the	DET
bracis-19082	228	17	green	green	ADJ
bracis-19082	228	18	economy	economy	NOUN
bracis-19082	228	19	keyword	keyword	NOUN
bracis-19082	228	20	and	and	CCONJ
bracis-19082	228	21	“	"	PUNCT
bracis-19082	228	22	militias	militia	NOUN
bracis-19082	228	23	”	"	PUNCT
bracis-19082	228	24	in	in	ADP
bracis-19082	228	25	the	the	DET
bracis-19082	228	26	land	land	NOUN
bracis-19082	228	27	grabbing	grab	VERB
bracis-19082	228	28	one	one	NUM
bracis-19082	228	29	.	.	PUNCT
bracis-19082	229	1	9	9	NUM
bracis-19082	229	2	appendix	appendix	NOUN
bracis-19082	229	3	c	c	NOUN
bracis-19082	229	4	to	to	PART
bracis-19082	229	5	perform	perform	VERB
bracis-19082	229	6	the	the	DET
bracis-19082	229	7	experiments	experiment	NOUN
bracis-19082	229	8	,	,	PUNCT
bracis-19082	229	9	we	we	PRON
bracis-19082	229	10	leverage	leverage	VERB
bracis-19082	229	11	a	a	DET
bracis-19082	229	12	machine	machine	NOUN
bracis-19082	229	13	with	with	ADP
bracis-19082	229	14	an	an	DET
bracis-19082	229	15	amd	amd	ADJ
bracis-19082	229	16	ryzen	ryzen	ADJ
bracis-19082	229	17	9	9	NUM
bracis-19082	229	18	3950x	3950x	NOUN
bracis-19082	229	19	processor	processor	NOUN
bracis-19082	229	20	with	with	ADP
bracis-19082	229	21	32	32	NUM
bracis-19082	229	22	cpus	cpu	NOUN
bracis-19082	229	23	,	,	PUNCT
bracis-19082	229	24	64	64	NUM
bracis-19082	229	25	gb	gb	NOUN
bracis-19082	229	26	of	of	ADP
bracis-19082	229	27	ram	ram	NOUN
bracis-19082	229	28	,	,	PUNCT
bracis-19082	229	29	2	2	NUM
bracis-19082	229	30	nvidia	nvidia	PROPN
bracis-19082	229	31	rtx	rtx	PROPN
bracis-19082	229	32	3090	3090	NUM
bracis-19082	229	33	gpus	gpu	NOUN
bracis-19082	229	34	of	of	ADP
bracis-19082	229	35	24	24	NUM
bracis-19082	229	36	gb	gb	NOUN
bracis-19082	229	37	each	each	PRON
bracis-19082	229	38	,	,	PUNCT
bracis-19082	229	39	on	on	ADP
bracis-19082	229	40	an	an	DET
bracis-19082	229	41	ubuntu	ubuntu	ADJ
bracis-19082	229	42	20	20	NUM
bracis-19082	229	43	lts	lt	NOUN
bracis-19082	229	44	.	.	PUNCT
bracis-19082	230	1	under	under	ADP
bracis-19082	230	2	these	these	DET
bracis-19082	230	3	conditions	condition	NOUN
bracis-19082	230	4	,	,	PUNCT
bracis-19082	230	5	the	the	DET
bracis-19082	230	6	training	training	NOUN
bracis-19082	230	7	of	of	ADP
bracis-19082	230	8	each	each	DET
bracis-19082	230	9	model	model	NOUN
bracis-19082	230	10	lasted	last	VERB
bracis-19082	230	11	between	between	ADP
bracis-19082	230	12	5h	5h	PROPN
bracis-19082	230	13	and	and	CCONJ
bracis-19082	230	14	8h	8h	NUM
bracis-19082	230	15	,	,	PUNCT
bracis-19082	230	16	with	with	ADP
bracis-19082	230	17	the	the	DET
bracis-19082	230	18	best	good	ADJ
bracis-19082	230	19	model	model	NOUN
bracis-19082	230	20	being	be	AUX
bracis-19082	230	21	trained	train	VERB
bracis-19082	230	22	in	in	ADP
bracis-19082	230	23	about	about	ADP
bracis-19082	230	24	7h40	7h40	NUM
bracis-19082	230	25	.	.	PUNCT
bracis-19082	231	1	the	the	DET
bracis-19082	231	2	inference	inference	NOUN
bracis-19082	231	3	time	time	NOUN
bracis-19082	231	4	–	–	PUNCT
bracis-19082	231	5	that	that	ADV
bracis-19082	231	6	is	is	ADV
bracis-19082	231	7	,	,	PUNCT
bracis-19082	231	8	the	the	DET
bracis-19082	231	9	time	time	NOUN
bracis-19082	231	10	it	it	PRON
bracis-19082	231	11	took	take	VERB
bracis-19082	231	12	to	to	ADP
bracis-19082	231	13	a	a	DET
bracis-19082	231	14	model	model	NOUN
bracis-19082	231	15	to	to	PART
bracis-19082	231	16	generate	generate	VERB
bracis-19082	231	17	an	an	DET
bracis-19082	231	18	answer	answer	NOUN
bracis-19082	231	19	to	to	ADP
bracis-19082	231	20	a	a	DET
bracis-19082	231	21	single	single	ADJ
bracis-19082	231	22	question	question	NOUN
bracis-19082	231	23	from	from	ADP
bracis-19082	231	24	the	the	DET
bracis-19082	231	25	test	test	NOUN
bracis-19082	231	26	set	set	VERB
bracis-19082	231	27	–	–	PUNCT
bracis-19082	231	28	was	be	AUX
bracis-19082	231	29	around	around	ADP
bracis-19082	231	30	0.006s	0.006s	NOUN
bracis-19082	231	31	.	.	PUNCT
bracis-19082	232	1	rights	right	NOUN
bracis-19082	232	2	and	and	CCONJ
bracis-19082	232	3	permissions	permission	NOUN
bracis-19082	232	4	reprints	reprint	NOUN
bracis-19082	232	5	and	and	CCONJ
bracis-19082	232	6	permissions	permission	VERB
bracis-19082	232	7	copyright	copyright	NOUN
bracis-19082	232	8	information	information	NOUN
bracis-19082	232	9	©	©	PROPN
bracis-19082	232	10	2021	2021	NUM
bracis-19082	232	11	springer	springer	NOUN
bracis-19082	232	12	nature	nature	NOUN
bracis-19082	232	13	switzerland	switzerland	PROPN
bracis-19082	232	14	ag	ag	PROPN
bracis-19082	232	15	about	about	ADP
bracis-19082	232	16	this	this	DET
bracis-19082	232	17	paper	paper	NOUN
bracis-19082	232	18	cite	cite	VERB
bracis-19082	232	19	this	this	DET
bracis-19082	232	20	paper	paper	NOUN
bracis-19082	232	21	cação	cação	NOUN
bracis-19082	232	22	,	,	PUNCT
bracis-19082	232	23	f.n	f.n	PROPN
bracis-19082	232	24	.	.	PROPN
bracis-19082	232	25	,	,	PUNCT
bracis-19082	232	26	josé	josé	PROPN
bracis-19082	232	27	,	,	PUNCT
bracis-19082	232	28	m.m	m.m	PROPN
bracis-19082	232	29	.	.	PROPN
bracis-19082	232	30	,	,	PUNCT
bracis-19082	232	31	oliveira	oliveira	PROPN
bracis-19082	232	32	,	,	PUNCT
bracis-19082	232	33	a.s	a.s	PROPN
bracis-19082	232	34	.	.	PROPN
bracis-19082	232	35	,	,	PUNCT
bracis-19082	232	36	spindola	spindola	PROPN
bracis-19082	232	37	,	,	PUNCT
bracis-19082	232	38	s.	s.	PROPN
bracis-19082	232	39	,	,	PUNCT
bracis-19082	232	40	costa	costa	PROPN
bracis-19082	232	41	,	,	PUNCT
bracis-19082	232	42	a.h.r	a.h.r	PROPN
bracis-19082	232	43	.	.	PROPN
bracis-19082	232	44	,	,	PUNCT
bracis-19082	232	45	cozman	cozman	NOUN
bracis-19082	232	46	,	,	PUNCT
bracis-19082	232	47	f.g	f.g	NOUN
bracis-19082	232	48	.	.	PROPN
bracis-19082	232	49	(	(	PUNCT
bracis-19082	232	50	2021	2021	NUM
bracis-19082	232	51	)	)	PUNCT
bracis-19082	232	52	.	.	PUNCT
bracis-19082	233	1	deepagé	deepagé	ADJ
bracis-19082	233	2	:	:	PUNCT
bracis-19082	233	3	answering	answer	VERB
bracis-19082	233	4	questions	question	NOUN
bracis-19082	233	5	in	in	ADP
bracis-19082	233	6	portuguese	portuguese	NOUN
bracis-19082	233	7	about	about	ADP
bracis-19082	233	8	the	the	DET
bracis-19082	233	9	brazilian	brazilian	ADJ
bracis-19082	233	10	environment	environment	NOUN
bracis-19082	233	11	.	.	PUNCT
bracis-19082	234	1	in	in	ADP
bracis-19082	234	2	:	:	PUNCT
bracis-19082	234	3	britto	britto	PROPN
bracis-19082	234	4	,	,	PUNCT
bracis-19082	234	5	a.	a.	PROPN
bracis-19082	234	6	,	,	PUNCT
bracis-19082	234	7	valdivia	valdivia	PROPN
bracis-19082	234	8	delgado	delgado	PROPN
bracis-19082	234	9	,	,	PUNCT
bracis-19082	234	10	k.	k.	PROPN
bracis-19082	234	11	(	(	PUNCT
bracis-19082	234	12	eds	eds	PROPN
bracis-19082	234	13	)	)	PUNCT
bracis-19082	234	14	intelligent	intelligent	ADJ
bracis-19082	234	15	systems	system	NOUN
bracis-19082	234	16	.	.	PUNCT
bracis-19082	235	1	bracis	bracis	PROPN
bracis-19082	235	2	2021	2021	NUM
bracis-19082	235	3	.	.	PUNCT
bracis-19082	236	1	lecture	lecture	NOUN
bracis-19082	236	2	notes	note	NOUN
bracis-19082	236	3	in	in	ADP
bracis-19082	236	4	computer	computer	NOUN
bracis-19082	236	5	science	science	NOUN
bracis-19082	236	6	(	(	PUNCT
bracis-19082	236	7	)	)	PUNCT
bracis-19082	236	8	,	,	PUNCT
bracis-19082	236	9	vol	vol	NOUN
bracis-19082	236	10	13074	13074	NUM
bracis-19082	236	11	.	.	PUNCT
bracis-19082	237	1	springer	springer	NOUN
bracis-19082	237	2	,	,	PUNCT
bracis-19082	237	3	cham	cham	PROPN
bracis-19082	237	4	.	.	PUNCT
bracis-19082	238	1	https://doi.org/10.1007/978-3-030-91699-2_29	https://doi.org/10.1007/978-3-030-91699-2_29	PROPN
bracis-19082	238	2	download	download	NOUN
bracis-19082	238	3	citation	citation	NOUN
bracis-19082	238	4	.ris	.ris	PUNCT
bracis-19082	239	1	.enw	.enw	PROPN
bracis-19082	239	2	.bib	.bib	PUNCT
bracis-19082	240	1	doi	doi	PROPN
bracis-19082	240	2	:	:	PUNCT
bracis-19082	240	3	https://doi.org/10.1007/978-3-030-91699-2_29	https://doi.org/10.1007/978-3-030-91699-2_29	AUX
bracis-19082	240	4	published	publish	VERB
bracis-19082	240	5	:	:	PUNCT
bracis-19082	240	6	28	28	NUM
bracis-19082	240	7	november	november	PROPN
bracis-19082	240	8	2021	2021	NUM
bracis-19082	240	9	publisher	publisher	NOUN
bracis-19082	240	10	name	name	NOUN
bracis-19082	240	11	:	:	PUNCT
bracis-19082	240	12	springer	springer	NOUN
bracis-19082	240	13	,	,	PUNCT
bracis-19082	240	14	cham	cham	PROPN
bracis-19082	240	15	print	print	PROPN
bracis-19082	240	16	isbn	isbn	PROPN
bracis-19082	240	17	:	:	PUNCT
bracis-19082	240	18	978	978	NUM
bracis-19082	240	19	-	-	SYM
bracis-19082	240	20	3	3	NUM
bracis-19082	240	21	-	-	PUNCT
bracis-19082	240	22	030	030	NUM
bracis-19082	240	23	-	-	PUNCT
bracis-19082	240	24	91698	91698	NUM
bracis-19082	240	25	-	-	SYM
bracis-19082	240	26	5	5	NUM
bracis-19082	240	27	online	online	ADJ
bracis-19082	240	28	isbn	isbn	NOUN
bracis-19082	240	29	:	:	PUNCT
bracis-19082	240	30	978	978	NUM
bracis-19082	240	31	-	-	SYM
bracis-19082	240	32	3	3	NUM
bracis-19082	240	33	-	-	PUNCT
bracis-19082	240	34	030	030	NUM
bracis-19082	240	35	-	-	PUNCT
bracis-19082	240	36	91699	91699	NUM
bracis-19082	240	37	-	-	SYM
bracis-19082	240	38	2	2	NUM
bracis-19082	240	39	ebook	ebook	NOUN
bracis-19082	240	40	packages	package	NOUN
bracis-19082	240	41	:	:	PUNCT
bracis-19082	240	42	computer	computer	NOUN
bracis-19082	240	43	sciencecomputer	sciencecomputer	NOUN
bracis-19082	240	44	science	science	NOUN
bracis-19082	240	45	(	(	PUNCT
bracis-19082	240	46	r0	r0	NOUN
bracis-19082	240	47	)	)	PUNCT
bracis-19082	240	48	share	share	VERB
bracis-19082	240	49	this	this	DET
bracis-19082	240	50	paper	paper	NOUN
bracis-19082	240	51	anyone	anyone	PRON
bracis-19082	240	52	you	you	PRON
bracis-19082	240	53	share	share	VERB
bracis-19082	240	54	the	the	DET
bracis-19082	240	55	following	follow	VERB
bracis-19082	240	56	link	link	NOUN
bracis-19082	240	57	with	with	ADP
bracis-19082	240	58	will	will	AUX
bracis-19082	240	59	be	be	AUX
bracis-19082	240	60	able	able	ADJ
bracis-19082	240	61	to	to	PART
bracis-19082	240	62	read	read	VERB
bracis-19082	240	63	this	this	DET
bracis-19082	240	64	content	content	NOUN
bracis-19082	240	65	:	:	PUNCT
bracis-19082	240	66	get	get	VERB
bracis-19082	240	67	shareable	shareable	ADJ
bracis-19082	240	68	linksorry	linksorry	NOUN
bracis-19082	240	69	,	,	PUNCT
bracis-19082	240	70	a	a	DET
bracis-19082	240	71	shareable	shareable	ADJ
bracis-19082	240	72	link	link	NOUN
bracis-19082	240	73	is	be	AUX
bracis-19082	240	74	not	not	PART
bracis-19082	240	75	currently	currently	ADV
bracis-19082	240	76	available	available	ADJ
bracis-19082	240	77	for	for	ADP
bracis-19082	240	78	this	this	DET
bracis-19082	240	79	article	article	NOUN
bracis-19082	240	80	.	.	PUNCT
bracis-19082	241	1	copy	copy	VERB
bracis-19082	241	2	shareable	shareable	ADJ
bracis-19082	241	3	link	link	NOUN
bracis-19082	241	4	to	to	PART
bracis-19082	241	5	clipboard	clipboard	NOUN
bracis-19082	241	6	provided	provide	VERB
bracis-19082	241	7	by	by	ADP
bracis-19082	241	8	the	the	DET
bracis-19082	241	9	springer	springer	NOUN
bracis-19082	241	10	nature	nature	PROPN
bracis-19082	241	11	sharedit	sharedit	PROPN
bracis-19082	241	12	content	content	NOUN
bracis-19082	241	13	-	-	PUNCT
bracis-19082	241	14	sharing	share	VERB
bracis-19082	241	15	initiative	initiative	NOUN
bracis-19082	241	16	keywords	keyword	NOUN
bracis-19082	241	17	question	question	VERB
bracis-19082	241	18	answering	answer	VERB
bracis-19082	241	19	environment	environment	NOUN
bracis-19082	241	20	in	in	ADP
bracis-19082	241	21	brazil	brazil	PROPN
bracis-19082	241	22	natural	natural	ADJ
bracis-19082	241	23	language	language	NOUN
bracis-19082	241	24	processing	processing	NOUN
bracis-19082	241	25	in	in	ADP
bracis-19082	241	26	portuguese	portuguese	PROPN
bracis-19082	241	27	publish	publish	VERB
bracis-19082	241	28	with	with	ADP
bracis-19082	241	29	us	us	PROPN
bracis-19082	241	30	policies	policy	NOUN
bracis-19082	241	31	and	and	CCONJ
bracis-19082	241	32	ethics	ethic	NOUN
bracis-19082	241	33	profiles	profile	NOUN
bracis-19082	241	34	anna	anna	PROPN
bracis-19082	241	35	helena	helena	PROPN
bracis-19082	241	36	reali	reali	PROPN
bracis-19082	241	37	costa	costa	PROPN
bracis-19082	241	38	view	view	PROPN
bracis-19082	241	39	author	author	NOUN
bracis-19082	241	40	profile	profile	NOUN
bracis-19082	241	41	search	search	NOUN
bracis-19082	241	42	search	search	NOUN
bracis-19082	241	43	by	by	ADP
bracis-19082	241	44	keyword	keyword	NOUN
bracis-19082	241	45	or	or	CCONJ
bracis-19082	241	46	author	author	NOUN
bracis-19082	241	47	search	search	NOUN
bracis-19082	241	48	navigation	navigation	NOUN
bracis-19082	241	49	find	find	VERB
bracis-19082	241	50	a	a	DET
bracis-19082	241	51	journal	journal	NOUN
bracis-19082	241	52	publish	publish	VERB
bracis-19082	241	53	with	with	ADP
bracis-19082	241	54	us	we	PRON
bracis-19082	241	55	track	track	VERB
bracis-19082	241	56	your	your	PRON
bracis-19082	241	57	research	research	NOUN
bracis-19082	241	58	discover	discover	VERB
bracis-19082	241	59	content	content	NOUN
bracis-19082	241	60	journals	journal	NOUN
bracis-19082	241	61	a	a	DET
bracis-19082	241	62	-	-	PUNCT
bracis-19082	241	63	z	z	NOUN
bracis-19082	241	64	books	book	NOUN
bracis-19082	241	65	a	a	DET
bracis-19082	241	66	-	-	PUNCT
bracis-19082	241	67	z	z	NOUN
bracis-19082	241	68	publish	publish	NOUN
bracis-19082	241	69	with	with	ADP
bracis-19082	241	70	us	us	PROPN
bracis-19082	241	71	journal	journal	PROPN
bracis-19082	241	72	finder	finder	PROPN
bracis-19082	241	73	publish	publish	VERB
bracis-19082	241	74	your	your	PRON
bracis-19082	241	75	research	research	NOUN
bracis-19082	241	76	language	language	NOUN
bracis-19082	241	77	editing	edit	VERB
bracis-19082	241	78	open	open	ADJ
bracis-19082	241	79	access	access	NOUN
bracis-19082	241	80	publishing	publishing	NOUN
bracis-19082	241	81	products	product	NOUN
bracis-19082	241	82	and	and	CCONJ
bracis-19082	241	83	services	service	NOUN
bracis-19082	241	84	our	our	PRON
bracis-19082	241	85	products	product	NOUN
bracis-19082	241	86	librarians	librarian	VERB
bracis-19082	241	87	societies	society	NOUN
bracis-19082	241	88	partners	partner	NOUN
bracis-19082	241	89	and	and	CCONJ
bracis-19082	241	90	advertisers	advertiser	NOUN
bracis-19082	241	91	our	our	PRON
bracis-19082	241	92	brands	brand	NOUN
bracis-19082	241	93	springer	springer	NOUN
bracis-19082	241	94	nature	nature	PROPN
bracis-19082	241	95	portfolio	portfolio	PROPN
bracis-19082	241	96	bmc	bmc	PROPN
bracis-19082	241	97	palgrave	palgrave	PROPN
bracis-19082	241	98	macmillan	macmillan	PROPN
bracis-19082	241	99	apress	apress	PROPN
bracis-19082	241	100	discover	discover	VERB
bracis-19082	241	101	your	your	PRON
bracis-19082	241	102	privacy	privacy	NOUN
bracis-19082	241	103	choices	choice	NOUN
bracis-19082	241	104	/	/	SYM
bracis-19082	241	105	manage	manage	NOUN
bracis-19082	241	106	cookies	cookie	NOUN
bracis-19082	241	107	your	your	PRON
bracis-19082	241	108	us	us	PROPN
bracis-19082	242	1	state	state	NOUN
bracis-19082	242	2	privacy	privacy	NOUN
bracis-19082	242	3	rights	right	NOUN
bracis-19082	242	4	accessibility	accessibility	NOUN
bracis-19082	242	5	statement	statement	NOUN
bracis-19082	242	6	terms	term	NOUN
bracis-19082	242	7	and	and	CCONJ
bracis-19082	242	8	conditions	condition	NOUN
bracis-19082	242	9	privacy	privacy	NOUN
bracis-19082	242	10	policy	policy	NOUN
bracis-19082	242	11	help	help	NOUN
bracis-19082	242	12	and	and	CCONJ
bracis-19082	242	13	support	support	VERB
bracis-19082	242	14	legal	legal	ADJ
bracis-19082	242	15	notice	notice	NOUN
bracis-19082	242	16	cancel	cancel	VERB
bracis-19082	242	17	contracts	contract	NOUN
bracis-19082	242	18	here	here	ADV
bracis-19082	242	19	129.74.145.123	129.74.145.123	NUM
bracis-19082	242	20	hesburgh	hesburgh	PROPN
bracis-19082	242	21	library	library	PROPN
bracis-19082	242	22	er	er	INTJ
bracis-19082	242	23	unit	unit	NOUN
bracis-19082	242	24	(	(	PUNCT
bracis-19082	242	25	3005732405	3005732405	NUM
bracis-19082	242	26	)	)	PUNCT
bracis-19082	242	27	northeast	northeast	ADJ
bracis-19082	242	28	research	research	NOUN
bracis-19082	242	29	libraries	library	NOUN
bracis-19082	242	30	(	(	PUNCT
bracis-19082	242	31	nerl	nerl	PROPN
bracis-19082	242	32	)	)	PUNCT
bracis-19082	242	33	(	(	PUNCT
bracis-19082	242	34	8200828607	8200828607	NUM
bracis-19082	242	35	)	)	PUNCT
bracis-19082	242	36	nerl	nerl	VERB
bracis-19082	242	37	ta	ta	X
bracis-19082	242	38	account	account	NOUN
bracis-19082	242	39	(	(	PUNCT
bracis-19082	242	40	3006206169	3006206169	NUM
bracis-19082	242	41	)	)	PUNCT
bracis-19082	242	42	university	university	NOUN
bracis-19082	242	43	of	of	ADP
bracis-19082	242	44	notre	notre	PROPN
bracis-19082	242	45	dame	dame	PROPN
bracis-19082	242	46	hesburgh	hesburgh	PROPN
bracis-19082	242	47	library	library	NOUN
bracis-19082	242	48	(	(	PUNCT
bracis-19082	242	49	3000184373	3000184373	NUM
bracis-19082	242	50	)	)	PUNCT
bracis-19082	243	1	©	©	ADP
bracis-19082	243	2	2025	2025	NUM
bracis-19082	243	3	springer	springer	NOUN
bracis-19082	243	4	nature	nature	NOUN