id	sid	tid	token	lemma	pos
bracis-28419	1	1	bete	bete	PROPN
bracis-28419	1	2	:	:	PUNCT
bracis-28419	1	3	a	a	DET
bracis-28419	1	4	brazilian	brazilian	ADJ
bracis-28419	1	5	portuguese	portuguese	NOUN
bracis-28419	1	6	dataset	dataset	VERB
bracis-28419	1	7	for	for	ADP
bracis-28419	1	8	 	 	SPACE
bracis-28419	1	9	named	name	VERB
bracis-28419	1	10	entity	entity	NOUN
bracis-28419	1	11	recognition	recognition	NOUN
bracis-28419	1	12	and	and	CCONJ
bracis-28419	1	13	 	 	SPACE
bracis-28419	1	14	relation	relation	NOUN
bracis-28419	1	15	extraction	extraction	NOUN
bracis-28419	1	16	in	in	ADP
bracis-28419	1	17	 	 	SPACE
bracis-28419	1	18	the	the	DET
bracis-28419	1	19	 	 	SPACE
bracis-28419	1	20	diabetes	diabetes	NOUN
bracis-28419	1	21	healthcare	healthcare	NOUN
bracis-28419	1	22	domain	domain	NOUN
bracis-28419	1	23	|	|	NOUN
bracis-28419	1	24	springer	springer	NOUN
bracis-28419	1	25	nature	nature	PROPN
bracis-28419	1	26	link	link	PROPN
bracis-28419	1	27	(	(	PUNCT
bracis-28419	1	28	formerly	formerly	ADV
bracis-28419	1	29	springerlink	springerlink	NOUN
bracis-28419	1	30	)	)	PUNCT
bracis-28419	1	31	skip	skip	VERB
bracis-28419	1	32	to	to	ADP
bracis-28419	1	33	main	main	ADJ
bracis-28419	1	34	content	content	NOUN
bracis-28419	1	35	advertisement	advertisement	NOUN
bracis-28419	1	36	log	log	NOUN
bracis-28419	1	37	in	in	ADP
bracis-28419	1	38	menu	menu	NOUN
bracis-28419	1	39	find	find	VERB
bracis-28419	1	40	a	a	DET
bracis-28419	1	41	journal	journal	NOUN
bracis-28419	1	42	publish	publish	VERB
bracis-28419	1	43	with	with	ADP
bracis-28419	1	44	us	we	PRON
bracis-28419	1	45	track	track	VERB
bracis-28419	1	46	your	your	PRON
bracis-28419	1	47	research	research	NOUN
bracis-28419	1	48	search	search	NOUN
bracis-28419	1	49	cart	cart	NOUN
bracis-28419	1	50	home	home	NOUN
bracis-28419	1	51	intelligent	intelligent	ADJ
bracis-28419	1	52	systems	system	NOUN
bracis-28419	1	53	conference	conference	PROPN
bracis-28419	1	54	paper	paper	NOUN
bracis-28419	1	55	bete	bete	PROPN
bracis-28419	1	56	:	:	PUNCT
bracis-28419	1	57	a	a	DET
bracis-28419	1	58	brazilian	brazilian	ADJ
bracis-28419	1	59	portuguese	portuguese	NOUN
bracis-28419	1	60	dataset	dataset	VERB
bracis-28419	1	61	for	for	ADP
bracis-28419	1	62	 	 	SPACE
bracis-28419	1	63	named	name	VERB
bracis-28419	1	64	entity	entity	NOUN
bracis-28419	1	65	recognition	recognition	NOUN
bracis-28419	1	66	and	and	CCONJ
bracis-28419	1	67	 	 	SPACE
bracis-28419	1	68	relation	relation	NOUN
bracis-28419	1	69	extraction	extraction	NOUN
bracis-28419	1	70	in	in	ADP
bracis-28419	1	71	 	 	SPACE
bracis-28419	1	72	the	the	DET
bracis-28419	1	73	 	 	SPACE
bracis-28419	1	74	diabetes	diabetes	NOUN
bracis-28419	1	75	healthcare	healthcare	PROPN
bracis-28419	1	76	domain	domain	NOUN
bracis-28419	1	77	conference	conference	NOUN
bracis-28419	1	78	paper	paper	NOUN
bracis-28419	1	79	first	first	ADV
bracis-28419	1	80	online	online	ADV
bracis-28419	1	81	:	:	PUNCT
bracis-28419	1	82	12	12	NUM
bracis-28419	1	83	october	october	NOUN
bracis-28419	1	84	2023	2023	NUM
bracis-28419	2	1	pp	pp	ADP
bracis-28419	2	2	256–267	256–267	NUM
bracis-28419	2	3	cite	cite	VERB
bracis-28419	2	4	this	this	DET
bracis-28419	2	5	conference	conference	NOUN
bracis-28419	2	6	paper	paper	NOUN
bracis-28419	2	7	access	access	NOUN
bracis-28419	2	8	provided	provide	VERB
bracis-28419	2	9	by	by	ADP
bracis-28419	2	10	university	university	PROPN
bracis-28419	2	11	of	of	ADP
bracis-28419	2	12	notre	notre	PROPN
bracis-28419	2	13	dame	dame	PROPN
bracis-28419	2	14	hesburgh	hesburgh	PROPN
bracis-28419	2	15	library	library	PROPN
bracis-28419	2	16	download	download	PROPN
bracis-28419	2	17	book	book	NOUN
bracis-28419	2	18	pdf	pdf	PROPN
bracis-28419	2	19	download	download	NOUN
bracis-28419	2	20	book	book	NOUN
bracis-28419	2	21	epub	epub	PROPN
bracis-28419	2	22	intelligent	intelligent	ADJ
bracis-28419	2	23	systems	system	NOUN
bracis-28419	2	24	(	(	PUNCT
bracis-28419	2	25	bracis	bracis	NOUN
bracis-28419	2	26	2023	2023	NUM
bracis-28419	2	27	)	)	PUNCT
bracis-28419	2	28	bete	bete	NOUN
bracis-28419	2	29	:	:	PUNCT
bracis-28419	2	30	a	a	DET
bracis-28419	2	31	brazilian	brazilian	ADJ
bracis-28419	2	32	portuguese	portuguese	NOUN
bracis-28419	2	33	dataset	dataset	VERB
bracis-28419	2	34	for	for	ADP
bracis-28419	2	35	 	 	SPACE
bracis-28419	2	36	named	name	VERB
bracis-28419	2	37	entity	entity	NOUN
bracis-28419	2	38	recognition	recognition	NOUN
bracis-28419	2	39	and	and	CCONJ
bracis-28419	2	40	 	 	SPACE
bracis-28419	2	41	relation	relation	NOUN
bracis-28419	2	42	extraction	extraction	NOUN
bracis-28419	2	43	in	in	ADP
bracis-28419	2	44	 	 	SPACE
bracis-28419	2	45	the	the	DET
bracis-28419	2	46	 	 	SPACE
bracis-28419	2	47	diabetes	diabetes	NOUN
bracis-28419	2	48	healthcare	healthcare	NOUN
bracis-28419	2	49	domain	domain	NOUN
bracis-28419	2	50	download	download	NOUN
bracis-28419	2	51	book	book	NOUN
bracis-28419	2	52	pdf	pdf	PROPN
bracis-28419	2	53	download	download	NOUN
bracis-28419	2	54	book	book	PROPN
bracis-28419	2	55	epub	epub	PROPN
bracis-28419	2	56	lucas	lucas	PROPN
bracis-28419	2	57	pavanelli	pavanelli	PROPN
bracis-28419	2	58	  	  	SPACE
bracis-28419	2	59	orcid	orcid	PROPN
bracis-28419	2	60	:	:	PUNCT
bracis-28419	2	61	orcid.org/0000-0003-2228-79659	orcid.org/0000-0003-2228-79659	PROPN
bracis-28419	2	62	,	,	PUNCT
bracis-28419	2	63	yohan	yohan	PROPN
bracis-28419	2	64	bonescki	bonescki	PROPN
bracis-28419	2	65	gumiel	gumiel	PROPN
bracis-28419	2	66	  	  	SPACE
bracis-28419	2	67	orcid	orcid	NOUN
bracis-28419	2	68	:	:	PUNCT
bracis-28419	2	69	orcid.org/0000-0001-8239-293010	orcid.org/0000-0001-8239-293010	NOUN
bracis-28419	2	70	,	,	PUNCT
bracis-28419	2	71	thiago	thiago	PROPN
bracis-28419	2	72	ferreira	ferreira	PROPN
bracis-28419	2	73	  	  	SPACE
bracis-28419	2	74	orcid	orcid	NOUN
bracis-28419	2	75	:	:	PUNCT
bracis-28419	2	76	orcid.org/0000-0003-0200-36469	orcid.org/0000-0003-0200-36469	NOUN
bracis-28419	2	77	,	,	PUNCT
bracis-28419	2	78	adriana	adriana	PROPN
bracis-28419	2	79	pagano	pagano	PROPN
bracis-28419	2	80	  	  	SPACE
bracis-28419	2	81	orcid	orcid	PROPN
bracis-28419	2	82	:	:	PUNCT
bracis-28419	2	83	orcid.org/0000-0002-3150-350310	orcid.org/0000-0002-3150-350310	PROPN
bracis-28419	2	84	&	&	CCONJ
bracis-28419	2	85	…	…	PUNCT
bracis-28419	2	86	eduardo	eduardo	PROPN
bracis-28419	2	87	laber	laber	PROPN
bracis-28419	2	88	  	  	SPACE
bracis-28419	2	89	orcid	orcid	PROPN
bracis-28419	2	90	:	:	PUNCT
bracis-28419	2	91	orcid.org/0000-0002-9025-833311	orcid.org/0000-0002-9025-833311	NOUN
bracis-28419	2	92	  	  	SPACE
bracis-28419	2	93	show	show	VERB
bracis-28419	2	94	authors	author	NOUN
bracis-28419	2	95	part	part	NOUN
bracis-28419	2	96	of	of	ADP
bracis-28419	2	97	the	the	DET
bracis-28419	2	98	book	book	NOUN
bracis-28419	2	99	series	series	NOUN
bracis-28419	2	100	:	:	PUNCT
bracis-28419	2	101	lecture	lecture	NOUN
bracis-28419	2	102	notes	note	NOUN
bracis-28419	2	103	in	in	ADP
bracis-28419	2	104	computer	computer	NOUN
bracis-28419	2	105	science	science	NOUN
bracis-28419	2	106	(	(	PUNCT
bracis-28419	2	107	(	(	PUNCT
bracis-28419	2	108	lnai	lnai	ADJ
bracis-28419	2	109	,	,	PUNCT
bracis-28419	2	110	volume	volume	NOUN
bracis-28419	2	111	14197	14197	NUM
bracis-28419	2	112	)	)	PUNCT
bracis-28419	2	113	)	)	PUNCT
bracis-28419	2	114	included	include	VERB
bracis-28419	2	115	in	in	ADP
bracis-28419	2	116	the	the	DET
bracis-28419	2	117	following	follow	VERB
bracis-28419	2	118	conference	conference	NOUN
bracis-28419	2	119	series	series	NOUN
bracis-28419	2	120	:	:	PUNCT
bracis-28419	2	121	brazilian	brazilian	ADJ
bracis-28419	2	122	conference	conference	NOUN
bracis-28419	2	123	on	on	ADP
bracis-28419	2	124	intelligent	intelligent	ADJ
bracis-28419	2	125	systems	system	NOUN
bracis-28419	2	126	536	536	NUM
bracis-28419	2	127	accesses	access	NOUN
bracis-28419	2	128	abstract	abstract	ADV
bracis-28419	2	129	the	the	DET
bracis-28419	2	130	biomedical	biomedical	ADJ
bracis-28419	2	131	nlp	nlp	NOUN
bracis-28419	2	132	community	community	NOUN
bracis-28419	2	133	has	have	AUX
bracis-28419	2	134	seen	see	VERB
bracis-28419	2	135	great	great	ADJ
bracis-28419	2	136	advances	advance	NOUN
bracis-28419	2	137	in	in	ADP
bracis-28419	2	138	dataset	dataset	ADJ
bracis-28419	2	139	development	development	NOUN
bracis-28419	2	140	mostly	mostly	ADV
bracis-28419	2	141	for	for	ADP
bracis-28419	2	142	the	the	DET
bracis-28419	2	143	english	english	ADJ
bracis-28419	2	144	language	language	NOUN
bracis-28419	2	145	,	,	PUNCT
bracis-28419	2	146	which	which	PRON
bracis-28419	2	147	has	have	AUX
bracis-28419	2	148	hindered	hinder	VERB
bracis-28419	2	149	progress	progress	NOUN
bracis-28419	2	150	in	in	ADP
bracis-28419	2	151	the	the	DET
bracis-28419	2	152	field	field	NOUN
bracis-28419	2	153	,	,	PUNCT
bracis-28419	2	154	as	as	SCONJ
bracis-28419	2	155	other	other	ADJ
bracis-28419	2	156	languages	language	NOUN
bracis-28419	2	157	are	be	AUX
bracis-28419	2	158	still	still	ADV
bracis-28419	2	159	underrepresented	underrepresented	ADJ
bracis-28419	2	160	.	.	PUNCT
bracis-28419	3	1	this	this	DET
bracis-28419	3	2	study	study	NOUN
bracis-28419	3	3	introduces	introduce	VERB
bracis-28419	3	4	a	a	DET
bracis-28419	3	5	dataset	dataset	NOUN
bracis-28419	3	6	of	of	ADP
bracis-28419	3	7	brazilian	brazilian	ADJ
bracis-28419	3	8	portuguese	portuguese	PROPN
bracis-28419	3	9	annotated	annotate	VERB
bracis-28419	3	10	for	for	ADP
bracis-28419	3	11	named	name	VERB
bracis-28419	3	12	entity	entity	NOUN
bracis-28419	3	13	recognition	recognition	NOUN
bracis-28419	3	14	and	and	CCONJ
bracis-28419	3	15	relation	relation	NOUN
bracis-28419	3	16	extraction	extraction	NOUN
bracis-28419	3	17	in	in	ADP
bracis-28419	3	18	the	the	DET
bracis-28419	3	19	healthcare	healthcare	NOUN
bracis-28419	3	20	domain	domain	NOUN
bracis-28419	3	21	.	.	PUNCT
bracis-28419	4	1	we	we	PRON
bracis-28419	4	2	compiled	compile	VERB
bracis-28419	4	3	and	and	CCONJ
bracis-28419	4	4	annotated	annotate	VERB
bracis-28419	4	5	a	a	DET
bracis-28419	4	6	corpus	corpus	NOUN
bracis-28419	4	7	of	of	ADP
bracis-28419	4	8	health	health	NOUN
bracis-28419	4	9	professionals	professional	NOUN
bracis-28419	4	10	’	'	PUNCT
bracis-28419	4	11	responses	response	NOUN
bracis-28419	4	12	to	to	ADP
bracis-28419	4	13	frequently	frequently	ADV
bracis-28419	4	14	asked	ask	VERB
bracis-28419	4	15	questions	question	NOUN
bracis-28419	4	16	in	in	ADP
bracis-28419	4	17	online	online	ADJ
bracis-28419	4	18	healthcare	healthcare	NOUN
bracis-28419	4	19	forums	forum	NOUN
bracis-28419	4	20	on	on	ADP
bracis-28419	4	21	diabetes	diabetes	NOUN
bracis-28419	4	22	.	.	PUNCT
bracis-28419	5	1	we	we	PRON
bracis-28419	5	2	measured	measure	VERB
bracis-28419	5	3	inter	inter	ADJ
bracis-28419	5	4	-	-	ADJ
bracis-28419	5	5	annotator	annotator	ADJ
bracis-28419	5	6	agreement	agreement	NOUN
bracis-28419	5	7	and	and	CCONJ
bracis-28419	5	8	conducted	conduct	VERB
bracis-28419	5	9	initial	initial	ADJ
bracis-28419	5	10	experiments	experiment	NOUN
bracis-28419	5	11	using	use	VERB
bracis-28419	5	12	up	up	ADP
bracis-28419	5	13	-	-	PUNCT
bracis-28419	5	14	to	to	ADP
bracis-28419	5	15	-	-	PUNCT
bracis-28419	5	16	date	date	NOUN
bracis-28419	5	17	methods	method	NOUN
bracis-28419	5	18	to	to	PART
bracis-28419	5	19	recognize	recognize	VERB
bracis-28419	5	20	entities	entity	NOUN
bracis-28419	5	21	and	and	CCONJ
bracis-28419	5	22	extract	extract	VERB
bracis-28419	5	23	relations	relation	NOUN
bracis-28419	5	24	,	,	PUNCT
bracis-28419	5	25	such	such	ADJ
bracis-28419	5	26	as	as	ADP
bracis-28419	5	27	bert	bert	NOUN
bracis-28419	5	28	-	-	PUNCT
bracis-28419	5	29	based	base	VERB
bracis-28419	5	30	ones	one	NOUN
bracis-28419	5	31	.	.	PUNCT
bracis-28419	6	1	data	datum	NOUN
bracis-28419	6	2	,	,	PUNCT
bracis-28419	6	3	models	model	NOUN
bracis-28419	6	4	,	,	PUNCT
bracis-28419	6	5	and	and	CCONJ
bracis-28419	6	6	results	result	NOUN
bracis-28419	6	7	are	be	AUX
bracis-28419	6	8	publicly	publicly	ADV
bracis-28419	6	9	available	available	ADJ
bracis-28419	6	10	at	at	ADP
bracis-28419	6	11	https://github.com/pavalucas/bete	https://github.com/pavalucas/bete	NOUN
bracis-28419	6	12	.	.	PUNCT
bracis-28419	7	1	access	access	NOUN
bracis-28419	7	2	provided	provide	VERB
bracis-28419	7	3	by	by	ADP
bracis-28419	7	4	university	university	PROPN
bracis-28419	7	5	of	of	ADP
bracis-28419	7	6	notre	notre	PROPN
bracis-28419	7	7	dame	dame	PROPN
bracis-28419	7	8	hesburgh	hesburgh	PROPN
bracis-28419	7	9	library	library	PROPN
bracis-28419	7	10	.	.	PUNCT
bracis-28419	8	1	download	download	PROPN
bracis-28419	8	2	conference	conference	NOUN
bracis-28419	8	3	paper	paper	NOUN
bracis-28419	8	4	pdf	pdf	NOUN
bracis-28419	8	5	similar	similar	ADJ
bracis-28419	8	6	content	content	NOUN
bracis-28419	8	7	being	be	AUX
bracis-28419	8	8	viewed	view	VERB
bracis-28419	8	9	by	by	ADP
bracis-28419	8	10	others	other	NOUN
bracis-28419	8	11	automated	automate	VERB
bracis-28419	8	12	annotation	annotation	NOUN
bracis-28419	8	13	of	of	ADP
bracis-28419	8	14	 	 	SPACE
bracis-28419	8	15	electronic	electronic	ADJ
bracis-28419	8	16	health	health	NOUN
bracis-28419	8	17	records	record	NOUN
bracis-28419	8	18	using	use	VERB
bracis-28419	8	19	large	large	ADJ
bracis-28419	8	20	language	language	NOUN
bracis-28419	8	21	models	model	NOUN
bracis-28419	8	22	chapter	chapter	NOUN
bracis-28419	8	23	©	©	PROPN
bracis-28419	8	24	2026	2026	NUM
bracis-28419	8	25	we	we	PRON
bracis-28419	8	26	are	be	AUX
bracis-28419	8	27	not	not	PART
bracis-28419	8	28	ready	ready	ADJ
bracis-28419	8	29	yet	yet	ADV
bracis-28419	8	30	:	:	PUNCT
bracis-28419	8	31	limitations	limitation	NOUN
bracis-28419	8	32	of	of	ADP
bracis-28419	8	33	state	state	NOUN
bracis-28419	8	34	-	-	PUNCT
bracis-28419	8	35	of	of	ADP
bracis-28419	8	36	-	-	PUNCT
bracis-28419	8	37	the	the	DET
bracis-28419	8	38	-	-	PUNCT
bracis-28419	8	39	art	art	NOUN
bracis-28419	8	40	disease	disease	NOUN
bracis-28419	8	41	named	name	VERB
bracis-28419	8	42	entity	entity	NOUN
bracis-28419	8	43	recognizers	recognizer	NOUN
bracis-28419	8	44	article	article	NOUN
bracis-28419	8	45	open	open	ADJ
bracis-28419	8	46	access	access	NOUN
bracis-28419	8	47	27	27	NUM
bracis-28419	8	48	october	october	PROPN
bracis-28419	8	49	2022	2022	NUM
bracis-28419	8	50	leveraging	leverage	VERB
bracis-28419	8	51	deep	deep	ADJ
bracis-28419	8	52	active	active	ADJ
bracis-28419	8	53	learning	learning	NOUN
bracis-28419	8	54	and	and	CCONJ
bracis-28419	8	55	large	large	ADJ
bracis-28419	8	56	language	language	NOUN
bracis-28419	8	57	models	model	NOUN
bracis-28419	8	58	for	for	ADP
bracis-28419	8	59	cost	cost	NOUN
bracis-28419	8	60	-	-	PUNCT
bracis-28419	8	61	efficient	efficient	ADJ
bracis-28419	8	62	categorization	categorization	NOUN
bracis-28419	8	63	of	of	ADP
bracis-28419	8	64	user	user	NOUN
bracis-28419	8	65	-	-	PUNCT
bracis-28419	8	66	generated	generate	VERB
bracis-28419	8	67	content	content	NOUN
bracis-28419	8	68	chapter	chapter	NOUN
bracis-28419	8	69	©	©	PROPN
bracis-28419	8	70	2025	2025	NUM
bracis-28419	8	71	explore	explore	VERB
bracis-28419	8	72	related	relate	VERB
bracis-28419	8	73	subjects	subject	NOUN
bracis-28419	8	74	discover	discover	VERB
bracis-28419	8	75	the	the	DET
bracis-28419	8	76	latest	late	ADJ
bracis-28419	8	77	articles	article	NOUN
bracis-28419	8	78	,	,	PUNCT
bracis-28419	8	79	books	book	NOUN
bracis-28419	8	80	and	and	CCONJ
bracis-28419	8	81	news	news	NOUN
bracis-28419	8	82	in	in	ADP
bracis-28419	8	83	related	related	ADJ
bracis-28419	8	84	subjects	subject	NOUN
bracis-28419	8	85	,	,	PUNCT
bracis-28419	8	86	suggested	suggest	VERB
bracis-28419	8	87	using	use	VERB
bracis-28419	8	88	machine	machine	NOUN
bracis-28419	8	89	learning	learning	NOUN
bracis-28419	8	90	.	.	PUNCT
bracis-28419	9	1	adas	adas	PROPN
bracis-28419	9	2	,	,	PUNCT
bracis-28419	9	3	connectivity	connectivity	NOUN
bracis-28419	9	4	,	,	PUNCT
bracis-28419	9	5	e	e	NOUN
bracis-28419	9	6	/	/	SYM
bracis-28419	9	7	e	e	VERB
bracis-28419	9	8	biological	biological	ADJ
bracis-28419	9	9	databases	database	NOUN
bracis-28419	9	10	gene	gene	NOUN
bracis-28419	9	11	ontology	ontology	NOUN
bracis-28419	9	12	machine	machine	NOUN
bracis-28419	9	13	learning	learn	VERB
bracis-28419	9	14	predictive	predictive	ADJ
bracis-28419	9	15	markers	marker	NOUN
bracis-28419	9	16	sequence	sequence	NOUN
bracis-28419	9	17	annotation	annotation	NOUN
bracis-28419	9	18	1	1	NUM
bracis-28419	9	19	introduction	introduction	NOUN
bracis-28419	9	20	named	name	VERB
bracis-28419	9	21	entity	entity	NOUN
bracis-28419	9	22	recognition	recognition	NOUN
bracis-28419	9	23	(	(	PUNCT
bracis-28419	9	24	ner	ner	NOUN
bracis-28419	9	25	)	)	PUNCT
bracis-28419	9	26	identifies	identify	VERB
bracis-28419	9	27	named	name	VERB
bracis-28419	9	28	entities	entity	NOUN
bracis-28419	9	29	in	in	ADP
bracis-28419	9	30	texts	text	NOUN
bracis-28419	9	31	;	;	PUNCT
bracis-28419	9	32	these	these	DET
bracis-28419	9	33	entities	entity	NOUN
bracis-28419	9	34	can	can	AUX
bracis-28419	9	35	be	be	AUX
bracis-28419	9	36	proper	proper	ADJ
bracis-28419	9	37	names	name	NOUN
bracis-28419	9	38	,	,	PUNCT
bracis-28419	9	39	locations	location	NOUN
bracis-28419	9	40	,	,	PUNCT
bracis-28419	9	41	and	and	CCONJ
bracis-28419	9	42	organizations	organization	NOUN
bracis-28419	9	43	.	.	PUNCT
bracis-28419	10	1	relation	relation	NOUN
bracis-28419	10	2	extraction	extraction	NOUN
bracis-28419	10	3	(	(	PUNCT
bracis-28419	10	4	re	re	NOUN
bracis-28419	10	5	)	)	PUNCT
bracis-28419	10	6	consists	consist	VERB
bracis-28419	10	7	in	in	ADP
bracis-28419	10	8	predicting	predict	VERB
bracis-28419	10	9	whether	whether	SCONJ
bracis-28419	10	10	and	and	CCONJ
bracis-28419	10	11	what	what	PRON
bracis-28419	10	12	predefined	predefine	VERB
bracis-28419	10	13	relation	relation	NOUN
bracis-28419	10	14	exists	exist	VERB
bracis-28419	10	15	between	between	ADP
bracis-28419	10	16	two	two	NUM
bracis-28419	10	17	mentioned	mention	VERB
bracis-28419	10	18	entities	entity	NOUN
bracis-28419	10	19	or	or	CCONJ
bracis-28419	10	20	if	if	SCONJ
bracis-28419	10	21	they	they	PRON
bracis-28419	10	22	are	be	AUX
bracis-28419	10	23	unrelated	unrelated	ADJ
bracis-28419	10	24	.	.	PUNCT
bracis-28419	11	1	in	in	ADP
bracis-28419	11	2	the	the	DET
bracis-28419	11	3	healthcare	healthcare	NOUN
bracis-28419	11	4	domain	domain	NOUN
bracis-28419	11	5	,	,	PUNCT
bracis-28419	11	6	named	name	VERB
bracis-28419	11	7	entities	entity	NOUN
bracis-28419	11	8	include	include	VERB
bracis-28419	11	9	mentions	mention	NOUN
bracis-28419	11	10	relevant	relevant	ADJ
bracis-28419	11	11	to	to	ADP
bracis-28419	11	12	the	the	DET
bracis-28419	11	13	clinical	clinical	ADJ
bracis-28419	11	14	context	context	NOUN
bracis-28419	11	15	,	,	PUNCT
bracis-28419	11	16	such	such	ADJ
bracis-28419	11	17	as	as	ADP
bracis-28419	11	18	treatment	treatment	NOUN
bracis-28419	11	19	plans	plan	NOUN
bracis-28419	11	20	,	,	PUNCT
bracis-28419	11	21	drugs	drug	NOUN
bracis-28419	11	22	,	,	PUNCT
bracis-28419	11	23	and	and	CCONJ
bracis-28419	11	24	symptoms	symptom	NOUN
bracis-28419	11	25	while	while	SCONJ
bracis-28419	11	26	relations	relation	NOUN
bracis-28419	11	27	can	can	AUX
bracis-28419	11	28	be	be	AUX
bracis-28419	11	29	,	,	PUNCT
bracis-28419	11	30	for	for	ADP
bracis-28419	11	31	instance	instance	NOUN
bracis-28419	11	32	,	,	PUNCT
bracis-28419	11	33	if	if	SCONJ
bracis-28419	11	34	a	a	DET
bracis-28419	11	35	certain	certain	ADJ
bracis-28419	11	36	drug	drug	NOUN
bracis-28419	11	37	treats	treat	VERB
bracis-28419	11	38	a	a	DET
bracis-28419	11	39	symptom	symptom	NOUN
bracis-28419	11	40	.	.	PUNCT
bracis-28419	12	1	both	both	DET
bracis-28419	12	2	tasks	task	NOUN
bracis-28419	12	3	are	be	AUX
bracis-28419	12	4	prevalent	prevalent	ADJ
bracis-28419	12	5	in	in	ADP
bracis-28419	12	6	machine	machine	NOUN
bracis-28419	12	7	learning	learning	NOUN
bracis-28419	12	8	methods	method	NOUN
bracis-28419	12	9	[	[	X
bracis-28419	12	10	2	2	NUM
bracis-28419	12	11	]	]	PUNCT
bracis-28419	12	12	and	and	CCONJ
bracis-28419	12	13	are	be	AUX
bracis-28419	12	14	considered	consider	VERB
bracis-28419	12	15	the	the	DET
bracis-28419	12	16	primary	primary	ADJ
bracis-28419	12	17	step	step	NOUN
bracis-28419	12	18	for	for	ADP
bracis-28419	12	19	several	several	ADJ
bracis-28419	12	20	other	other	ADJ
bracis-28419	12	21	natural	natural	ADJ
bracis-28419	12	22	language	language	NOUN
bracis-28419	12	23	processing	processing	NOUN
bracis-28419	12	24	(	(	PUNCT
bracis-28419	12	25	nlp	nlp	NOUN
bracis-28419	12	26	)	)	PUNCT
bracis-28419	12	27	tasks	task	NOUN
bracis-28419	12	28	,	,	PUNCT
bracis-28419	12	29	such	such	ADJ
bracis-28419	12	30	as	as	ADP
bracis-28419	12	31	question	question	NOUN
bracis-28419	12	32	answering	answer	VERB
bracis-28419	12	33	[	[	X
bracis-28419	12	34	20	20	NUM
bracis-28419	12	35	]	]	PUNCT
bracis-28419	12	36	,	,	PUNCT
bracis-28419	12	37	document	document	NOUN
bracis-28419	12	38	classification	classification	NOUN
bracis-28419	12	39	[	[	X
bracis-28419	12	40	6	6	NUM
bracis-28419	12	41	]	]	PUNCT
bracis-28419	12	42	,	,	PUNCT
bracis-28419	12	43	and	and	CCONJ
bracis-28419	12	44	search	search	NOUN
bracis-28419	12	45	engines	engine	NOUN
bracis-28419	12	46	[	[	X
bracis-28419	12	47	12	12	NUM
bracis-28419	12	48	]	]	PUNCT
bracis-28419	12	49	.	.	PUNCT
bracis-28419	13	1	consultation	consultation	NOUN
bracis-28419	13	2	time	time	NOUN
bracis-28419	13	3	is	be	AUX
bracis-28419	13	4	not	not	PART
bracis-28419	13	5	always	always	ADV
bracis-28419	13	6	sufficient	sufficient	ADJ
bracis-28419	13	7	for	for	SCONJ
bracis-28419	13	8	health	health	NOUN
bracis-28419	13	9	professionals	professional	NOUN
bracis-28419	13	10	to	to	PART
bracis-28419	13	11	answer	answer	VERB
bracis-28419	13	12	all	all	DET
bracis-28419	13	13	the	the	DET
bracis-28419	13	14	patient	patient	NOUN
bracis-28419	13	15	and	and	CCONJ
bracis-28419	13	16	their	their	PRON
bracis-28419	13	17	families	family	NOUN
bracis-28419	13	18	questions	question	NOUN
bracis-28419	13	19	,	,	PUNCT
bracis-28419	13	20	and	and	CCONJ
bracis-28419	13	21	patients	patient	NOUN
bracis-28419	13	22	may	may	AUX
bracis-28419	13	23	not	not	PART
bracis-28419	13	24	have	have	VERB
bracis-28419	13	25	easy	easy	ADJ
bracis-28419	13	26	access	access	NOUN
bracis-28419	13	27	to	to	ADP
bracis-28419	13	28	primary	primary	ADJ
bracis-28419	13	29	care	care	NOUN
bracis-28419	13	30	centers	center	NOUN
bracis-28419	13	31	[	[	X
bracis-28419	13	32	8	8	NUM
bracis-28419	13	33	]	]	PUNCT
bracis-28419	13	34	.	.	PUNCT
bracis-28419	14	1	hence	hence	ADV
bracis-28419	14	2	,	,	PUNCT
bracis-28419	14	3	patients	patient	NOUN
bracis-28419	14	4	often	often	ADV
bracis-28419	14	5	engage	engage	VERB
bracis-28419	14	6	in	in	ADP
bracis-28419	14	7	dedicated	dedicated	ADJ
bracis-28419	14	8	public	public	ADJ
bracis-28419	14	9	forums	forum	NOUN
bracis-28419	14	10	to	to	PART
bracis-28419	14	11	search	search	VERB
bracis-28419	14	12	for	for	ADP
bracis-28419	14	13	answers	answer	NOUN
bracis-28419	14	14	to	to	ADP
bracis-28419	14	15	their	their	PRON
bracis-28419	14	16	queries	query	NOUN
bracis-28419	14	17	.	.	PUNCT
bracis-28419	15	1	among	among	ADP
bracis-28419	15	2	chronic	chronic	ADJ
bracis-28419	15	3	diseases	disease	NOUN
bracis-28419	15	4	,	,	PUNCT
bracis-28419	15	5	diabetes	diabetes	NOUN
bracis-28419	15	6	stands	stand	VERB
bracis-28419	15	7	out	out	ADP
bracis-28419	15	8	as	as	ADP
bracis-28419	15	9	a	a	DET
bracis-28419	15	10	condition	condition	NOUN
bracis-28419	15	11	much	much	ADJ
bracis-28419	15	12	in	in	ADP
bracis-28419	15	13	need	need	NOUN
bracis-28419	15	14	of	of	ADP
bracis-28419	15	15	attention	attention	NOUN
bracis-28419	15	16	because	because	SCONJ
bracis-28419	15	17	it	it	PRON
bracis-28419	15	18	is	be	AUX
bracis-28419	15	19	an	an	DET
bracis-28419	15	20	increasingly	increasingly	ADV
bracis-28419	15	21	prevalent	prevalent	ADJ
bracis-28419	15	22	and	and	CCONJ
bracis-28419	15	23	severe	severe	ADJ
bracis-28419	15	24	long	long	ADJ
bracis-28419	15	25	-	-	PUNCT
bracis-28419	15	26	term	term	NOUN
bracis-28419	15	27	problem	problem	NOUN
bracis-28419	15	28	quickly	quickly	ADV
bracis-28419	15	29	growing	grow	VERB
bracis-28419	15	30	worldwide	worldwide	ADV
bracis-28419	15	31	,	,	PUNCT
bracis-28419	15	32	particularly	particularly	ADV
bracis-28419	15	33	in	in	ADP
bracis-28419	15	34	developing	develop	VERB
bracis-28419	15	35	countries	country	NOUN
bracis-28419	15	36	,	,	PUNCT
bracis-28419	15	37	as	as	SCONJ
bracis-28419	15	38	is	be	AUX
bracis-28419	15	39	the	the	DET
bracis-28419	15	40	case	case	NOUN
bracis-28419	15	41	of	of	ADP
bracis-28419	15	42	brazil	brazil	PROPN
bracis-28419	15	43	.	.	PUNCT
bracis-28419	16	1	in	in	ADP
bracis-28419	16	2	2019	2019	NUM
bracis-28419	16	3	,	,	PUNCT
bracis-28419	16	4	it	it	PRON
bracis-28419	16	5	was	be	AUX
bracis-28419	16	6	estimated	estimate	VERB
bracis-28419	16	7	that	that	SCONJ
bracis-28419	16	8	almost	almost	ADV
bracis-28419	16	9	half	half	DET
bracis-28419	16	10	a	a	DET
bracis-28419	16	11	billion	billion	NUM
bracis-28419	16	12	of	of	ADP
bracis-28419	16	13	the	the	DET
bracis-28419	16	14	world	world	NOUN
bracis-28419	16	15	’s	’s	PART
bracis-28419	16	16	population	population	NOUN
bracis-28419	16	17	(	(	PUNCT
bracis-28419	16	18	9.3	9.3	NUM
bracis-28419	16	19	%	%	NOUN
bracis-28419	16	20	of	of	ADP
bracis-28419	16	21	the	the	DET
bracis-28419	16	22	adults	adult	NOUN
bracis-28419	16	23	between	between	ADP
bracis-28419	16	24	20–79	20–79	NUM
bracis-28419	16	25	years	year	NOUN
bracis-28419	16	26	)	)	PUNCT
bracis-28419	16	27	had	have	VERB
bracis-28419	16	28	diabetes	diabetes	NOUN
bracis-28419	16	29	[	[	X
bracis-28419	16	30	18	18	NUM
bracis-28419	16	31	]	]	PUNCT
bracis-28419	16	32	.	.	PUNCT
bracis-28419	17	1	further	far	ADV
bracis-28419	17	2	,	,	PUNCT
bracis-28419	17	3	one	one	NUM
bracis-28419	17	4	in	in	ADP
bracis-28419	17	5	every	every	DET
bracis-28419	17	6	two	two	NUM
bracis-28419	17	7	(	(	PUNCT
bracis-28419	17	8	50.1	50.1	NUM
bracis-28419	17	9	%	%	NOUN
bracis-28419	17	10	)	)	PUNCT
bracis-28419	17	11	persons	person	NOUN
bracis-28419	17	12	with	with	ADP
bracis-28419	17	13	diabetes	diabetes	NOUN
bracis-28419	17	14	is	be	AUX
bracis-28419	17	15	unaware	unaware	ADJ
bracis-28419	17	16	of	of	ADP
bracis-28419	17	17	or	or	CCONJ
bracis-28419	17	18	has	have	AUX
bracis-28419	17	19	not	not	PART
bracis-28419	17	20	been	be	AUX
bracis-28419	17	21	diagnosed	diagnose	VERB
bracis-28419	17	22	with	with	ADP
bracis-28419	17	23	this	this	DET
bracis-28419	17	24	condition	condition	NOUN
bracis-28419	17	25	.	.	PUNCT
bracis-28419	18	1	hence	hence	ADV
bracis-28419	18	2	,	,	PUNCT
bracis-28419	18	3	question	question	NOUN
bracis-28419	18	4	answering	answering	NOUN
bracis-28419	18	5	(	(	PUNCT
bracis-28419	18	6	qa	qa	NOUN
bracis-28419	18	7	)	)	PUNCT
bracis-28419	18	8	systems	system	NOUN
bracis-28419	18	9	could	could	AUX
bracis-28419	18	10	help	help	VERB
bracis-28419	18	11	relieve	relieve	VERB
bracis-28419	18	12	some	some	PRON
bracis-28419	18	13	of	of	ADP
bracis-28419	18	14	the	the	DET
bracis-28419	18	15	burdens	burden	NOUN
bracis-28419	18	16	of	of	ADP
bracis-28419	18	17	health	health	NOUN
bracis-28419	18	18	care	care	NOUN
bracis-28419	18	19	.	.	PUNCT
bracis-28419	19	1	in	in	ADP
bracis-28419	19	2	qa	qa	PROPN
bracis-28419	19	3	,	,	PUNCT
bracis-28419	19	4	an	an	DET
bracis-28419	19	5	answer	answer	NOUN
bracis-28419	19	6	to	to	ADP
bracis-28419	19	7	a	a	DET
bracis-28419	19	8	question	question	NOUN
bracis-28419	19	9	is	be	AUX
bracis-28419	19	10	found	find	VERB
bracis-28419	19	11	by	by	ADP
bracis-28419	19	12	querying	query	VERB
bracis-28419	19	13	a	a	DET
bracis-28419	19	14	corpus	corpus	NOUN
bracis-28419	19	15	of	of	ADP
bracis-28419	19	16	text	text	NOUN
bracis-28419	19	17	documents	document	NOUN
bracis-28419	19	18	.	.	PUNCT
bracis-28419	20	1	a	a	DET
bracis-28419	20	2	qa	qa	PROPN
bracis-28419	20	3	system	system	NOUN
bracis-28419	20	4	incorporates	incorporate	VERB
bracis-28419	20	5	ner	ner	NOUN
bracis-28419	20	6	and	and	CCONJ
bracis-28419	20	7	re	re	NOUN
bracis-28419	20	8	components	component	NOUN
bracis-28419	20	9	so	so	SCONJ
bracis-28419	20	10	that	that	SCONJ
bracis-28419	20	11	entities	entity	NOUN
bracis-28419	20	12	and	and	CCONJ
bracis-28419	20	13	their	their	PRON
bracis-28419	20	14	relations	relation	NOUN
bracis-28419	20	15	can	can	AUX
bracis-28419	20	16	be	be	AUX
bracis-28419	20	17	detected	detect	VERB
bracis-28419	20	18	and	and	CCONJ
bracis-28419	20	19	answers	answer	NOUN
bracis-28419	20	20	can	can	AUX
bracis-28419	20	21	be	be	AUX
bracis-28419	20	22	more	more	ADV
bracis-28419	20	23	efficiently	efficiently	ADV
bracis-28419	20	24	found	find	VERB
bracis-28419	20	25	.	.	PUNCT
bracis-28419	21	1	in	in	ADP
bracis-28419	21	2	this	this	DET
bracis-28419	21	3	study	study	NOUN
bracis-28419	21	4	,	,	PUNCT
bracis-28419	21	5	the	the	DET
bracis-28419	21	6	main	main	ADJ
bracis-28419	21	7	goal	goal	NOUN
bracis-28419	21	8	was	be	AUX
bracis-28419	21	9	to	to	PART
bracis-28419	21	10	annotate	annotate	VERB
bracis-28419	21	11	a	a	DET
bracis-28419	21	12	corpus	corpus	NOUN
bracis-28419	21	13	of	of	ADP
bracis-28419	21	14	texts	text	NOUN
bracis-28419	21	15	in	in	ADP
bracis-28419	21	16	order	order	NOUN
bracis-28419	21	17	to	to	PART
bracis-28419	21	18	develop	develop	VERB
bracis-28419	21	19	a	a	DET
bracis-28419	21	20	framework	framework	NOUN
bracis-28419	21	21	to	to	PART
bracis-28419	21	22	automatically	automatically	ADV
bracis-28419	21	23	identify	identify	VERB
bracis-28419	21	24	healthcare	healthcare	NOUN
bracis-28419	21	25	-	-	PUNCT
bracis-28419	21	26	related	relate	VERB
bracis-28419	21	27	entities	entity	NOUN
bracis-28419	21	28	and	and	CCONJ
bracis-28419	21	29	relations	relation	NOUN
bracis-28419	21	30	.	.	PUNCT
bracis-28419	22	1	to	to	ADP
bracis-28419	22	2	that	that	DET
bracis-28419	22	3	end	end	NOUN
bracis-28419	22	4	,	,	PUNCT
bracis-28419	22	5	medical	medical	ADJ
bracis-28419	22	6	and	and	CCONJ
bracis-28419	22	7	nutrition	nutrition	NOUN
bracis-28419	22	8	science	science	NOUN
bracis-28419	22	9	students	student	NOUN
bracis-28419	22	10	produced	produce	VERB
bracis-28419	22	11	texts	text	NOUN
bracis-28419	22	12	as	as	ADP
bracis-28419	22	13	answers	answer	NOUN
bracis-28419	22	14	to	to	ADP
bracis-28419	22	15	queries	query	NOUN
bracis-28419	22	16	posted	post	VERB
bracis-28419	22	17	by	by	ADP
bracis-28419	22	18	users	user	NOUN
bracis-28419	22	19	in	in	ADP
bracis-28419	22	20	diabetes	diabetes	NOUN
bracis-28419	22	21	-	-	PUNCT
bracis-28419	22	22	related	relate	VERB
bracis-28419	22	23	public	public	ADJ
bracis-28419	22	24	forums	forum	NOUN
bracis-28419	22	25	.	.	PUNCT
bracis-28419	23	1	our	our	PRON
bracis-28419	23	2	work	work	NOUN
bracis-28419	23	3	is	be	AUX
bracis-28419	23	4	thus	thus	ADV
bracis-28419	23	5	relevant	relevant	ADJ
bracis-28419	23	6	for	for	ADP
bracis-28419	23	7	studies	study	NOUN
bracis-28419	23	8	in	in	ADP
bracis-28419	23	9	the	the	DET
bracis-28419	23	10	healthcare	healthcare	NOUN
bracis-28419	23	11	domain	domain	NOUN
bracis-28419	23	12	targeting	target	VERB
bracis-28419	23	13	specifically	specifically	ADV
bracis-28419	23	14	the	the	DET
bracis-28419	23	15	general	general	ADJ
bracis-28419	23	16	public	public	NOUN
bracis-28419	23	17	and	and	CCONJ
bracis-28419	23	18	focusing	focus	VERB
bracis-28419	23	19	on	on	ADP
bracis-28419	23	20	brazilian	brazilian	ADJ
bracis-28419	23	21	portuguese	portuguese	PROPN
bracis-28419	23	22	.	.	PUNCT
bracis-28419	24	1	the	the	DET
bracis-28419	24	2	obtained	obtain	VERB
bracis-28419	24	3	dataset	dataset	NOUN
bracis-28419	24	4	is	be	AUX
bracis-28419	24	5	expected	expect	VERB
bracis-28419	24	6	to	to	PART
bracis-28419	24	7	be	be	AUX
bracis-28419	24	8	used	use	VERB
bracis-28419	24	9	to	to	PART
bracis-28419	24	10	build	build	VERB
bracis-28419	24	11	beteqa	beteqa	NOUN
bracis-28419	24	12	,	,	PUNCT
bracis-28419	24	13	a	a	DET
bracis-28419	24	14	community	community	NOUN
bracis-28419	24	15	question	question	NOUN
bracis-28419	24	16	answering	answer	VERB
bracis-28419	24	17	system	system	NOUN
bracis-28419	24	18	that	that	PRON
bracis-28419	24	19	provides	provide	VERB
bracis-28419	24	20	fast	fast	ADJ
bracis-28419	24	21	and	and	CCONJ
bracis-28419	24	22	precise	precise	ADJ
bracis-28419	24	23	answers	answer	NOUN
bracis-28419	24	24	to	to	ADP
bracis-28419	24	25	questions	question	NOUN
bracis-28419	24	26	about	about	ADP
bracis-28419	24	27	diabetes	diabetes	NOUN
bracis-28419	24	28	mellitus	mellitus	NOUN
bracis-28419	24	29	posed	pose	VERB
bracis-28419	24	30	by	by	ADP
bracis-28419	24	31	the	the	DET
bracis-28419	24	32	lay	lay	ADJ
bracis-28419	24	33	public	public	NOUN
bracis-28419	24	34	[	[	X
bracis-28419	24	35	5	5	NUM
bracis-28419	24	36	]	]	PUNCT
bracis-28419	24	37	.	.	PUNCT
bracis-28419	25	1	to	to	ADP
bracis-28419	25	2	the	the	DET
bracis-28419	25	3	best	good	ADJ
bracis-28419	25	4	of	of	ADP
bracis-28419	25	5	our	our	PRON
bracis-28419	25	6	knowledge	knowledge	NOUN
bracis-28419	25	7	,	,	PUNCT
bracis-28419	25	8	this	this	PRON
bracis-28419	25	9	is	be	AUX
bracis-28419	25	10	the	the	DET
bracis-28419	25	11	first	first	ADJ
bracis-28419	25	12	study	study	NOUN
bracis-28419	25	13	focusing	focus	VERB
bracis-28419	25	14	on	on	ADP
bracis-28419	25	15	ner	ner	NOUN
bracis-28419	25	16	and	and	CCONJ
bracis-28419	25	17	relation	relation	NOUN
bracis-28419	25	18	extraction	extraction	NOUN
bracis-28419	25	19	drawing	draw	VERB
bracis-28419	25	20	on	on	ADP
bracis-28419	25	21	a	a	DET
bracis-28419	25	22	novel	novel	ADJ
bracis-28419	25	23	corpus	corpus	NOUN
bracis-28419	25	24	of	of	ADP
bracis-28419	25	25	real	real	ADJ
bracis-28419	25	26	-	-	PUNCT
bracis-28419	25	27	life	life	NOUN
bracis-28419	25	28	questions	question	NOUN
bracis-28419	25	29	answered	answer	VERB
bracis-28419	25	30	by	by	ADP
bracis-28419	25	31	professional	professional	ADJ
bracis-28419	25	32	healthcare	healthcare	NOUN
bracis-28419	25	33	specialists	specialist	NOUN
bracis-28419	25	34	in	in	ADP
bracis-28419	25	35	brazilian	brazilian	ADJ
bracis-28419	25	36	portuguese	portuguese	NOUN
bracis-28419	25	37	.	.	PUNCT
bracis-28419	26	1	1.1	1.1	NUM
bracis-28419	26	2	related	relate	VERB
bracis-28419	26	3	work	work	NOUN
bracis-28419	26	4	among	among	ADP
bracis-28419	26	5	named	name	VERB
bracis-28419	26	6	entity	entity	NOUN
bracis-28419	26	7	recognition	recognition	NOUN
bracis-28419	26	8	methods	method	NOUN
bracis-28419	26	9	,	,	PUNCT
bracis-28419	26	10	contextual	contextual	ADJ
bracis-28419	26	11	word	word	NOUN
bracis-28419	26	12	representations	representation	NOUN
bracis-28419	26	13	are	be	AUX
bracis-28419	26	14	employed	employ	VERB
bracis-28419	26	15	due	due	ADP
bracis-28419	26	16	to	to	ADP
bracis-28419	26	17	their	their	PRON
bracis-28419	26	18	capacity	capacity	NOUN
bracis-28419	26	19	for	for	ADP
bracis-28419	26	20	modeling	model	VERB
bracis-28419	26	21	complex	complex	ADJ
bracis-28419	26	22	word	word	NOUN
bracis-28419	26	23	usage	usage	NOUN
bracis-28419	26	24	characteristics	characteristic	NOUN
bracis-28419	26	25	and	and	CCONJ
bracis-28419	26	26	variations	variation	NOUN
bracis-28419	26	27	across	across	ADP
bracis-28419	26	28	linguistic	linguistic	ADJ
bracis-28419	26	29	contexts	context	NOUN
bracis-28419	26	30	[	[	X
bracis-28419	26	31	17	17	NUM
bracis-28419	26	32	]	]	PUNCT
bracis-28419	26	33	.	.	PUNCT
bracis-28419	27	1	a	a	DET
bracis-28419	27	2	method	method	NOUN
bracis-28419	27	3	worth	worth	ADJ
bracis-28419	27	4	highlighting	highlighting	NOUN
bracis-28419	27	5	is	be	AUX
bracis-28419	27	6	bert	bert	NOUN
bracis-28419	27	7	[	[	X
bracis-28419	27	8	7	7	NUM
bracis-28419	27	9	]	]	PUNCT
bracis-28419	27	10	,	,	PUNCT
bracis-28419	27	11	a	a	DET
bracis-28419	27	12	masked	masked	ADJ
bracis-28419	27	13	language	language	NOUN
bracis-28419	27	14	model	model	NOUN
bracis-28419	27	15	that	that	PRON
bracis-28419	27	16	benefits	benefit	VERB
bracis-28419	27	17	from	from	ADP
bracis-28419	27	18	transformers	transformer	NOUN
bracis-28419	27	19	.	.	PUNCT
bracis-28419	28	1	these	these	DET
bracis-28419	28	2	pre	pre	ADJ
bracis-28419	28	3	-	-	ADJ
bracis-28419	28	4	trained	train	VERB
bracis-28419	28	5	language	language	NOUN
bracis-28419	28	6	models	model	NOUN
bracis-28419	28	7	are	be	AUX
bracis-28419	28	8	becoming	become	VERB
bracis-28419	28	9	the	the	DET
bracis-28419	28	10	new	new	ADJ
bracis-28419	28	11	ner	ner	NOUN
bracis-28419	28	12	paradigm	paradigm	NOUN
bracis-28419	28	13	because	because	SCONJ
bracis-28419	28	14	of	of	ADP
bracis-28419	28	15	their	their	PRON
bracis-28419	28	16	contextualized	contextualized	ADJ
bracis-28419	28	17	embeddings	embedding	NOUN
bracis-28419	28	18	.	.	PUNCT
bracis-28419	29	1	furthermore	furthermore	ADV
bracis-28419	29	2	,	,	PUNCT
bracis-28419	29	3	they	they	PRON
bracis-28419	29	4	are	be	AUX
bracis-28419	29	5	fine	fine	ADV
bracis-28419	29	6	-	-	PUNCT
bracis-28419	29	7	tuned	tune	VERB
bracis-28419	29	8	for	for	ADP
bracis-28419	29	9	several	several	ADJ
bracis-28419	29	10	nlp	nlp	NOUN
bracis-28419	29	11	tasks	task	NOUN
bracis-28419	29	12	by	by	ADP
bracis-28419	29	13	adding	add	VERB
bracis-28419	29	14	an	an	DET
bracis-28419	29	15	additional	additional	ADJ
bracis-28419	29	16	output	output	NOUN
bracis-28419	29	17	layer	layer	NOUN
bracis-28419	30	1	[	[	X
bracis-28419	30	2	13	13	NUM
bracis-28419	30	3	]	]	PUNCT
bracis-28419	30	4	.	.	PUNCT
bracis-28419	31	1	as	as	ADV
bracis-28419	31	2	far	far	ADV
bracis-28419	31	3	as	as	ADP
bracis-28419	31	4	relation	relation	NOUN
bracis-28419	31	5	extraction	extraction	NOUN
bracis-28419	31	6	methods	method	NOUN
bracis-28419	31	7	,	,	PUNCT
bracis-28419	31	8	bert	bert	NOUN
bracis-28419	31	9	-	-	PUNCT
bracis-28419	31	10	based	base	VERB
bracis-28419	31	11	models	model	NOUN
bracis-28419	31	12	are	be	AUX
bracis-28419	31	13	also	also	ADV
bracis-28419	31	14	dominant	dominant	ADJ
bracis-28419	31	15	.	.	PUNCT
bracis-28419	32	1	soares	soar	VERB
bracis-28419	32	2	et	et	PROPN
bracis-28419	32	3	al	al	PROPN
bracis-28419	32	4	.	.	PUNCT
bracis-28419	33	1	[	[	X
bracis-28419	33	2	21	21	NUM
bracis-28419	33	3	]	]	PUNCT
bracis-28419	33	4	proposed	propose	VERB
bracis-28419	33	5	a	a	DET
bracis-28419	33	6	model	model	NOUN
bracis-28419	33	7	that	that	PRON
bracis-28419	33	8	learns	learn	VERB
bracis-28419	33	9	relation	relation	NOUN
bracis-28419	33	10	representations	representation	NOUN
bracis-28419	33	11	directly	directly	ADV
bracis-28419	33	12	from	from	ADP
bracis-28419	33	13	the	the	DET
bracis-28419	33	14	text	text	NOUN
bracis-28419	33	15	using	use	VERB
bracis-28419	33	16	bert	bert	NOUN
bracis-28419	33	17	-	-	PUNCT
bracis-28419	33	18	based	base	VERB
bracis-28419	33	19	models	model	NOUN
bracis-28419	33	20	.	.	PUNCT
bracis-28419	34	1	considering	consider	VERB
bracis-28419	34	2	the	the	DET
bracis-28419	34	3	available	available	ADJ
bracis-28419	34	4	bert	bert	PROPN
bracis-28419	34	5	models	model	NOUN
bracis-28419	34	6	for	for	ADP
bracis-28419	34	7	brazilian	brazilian	ADJ
bracis-28419	34	8	portuguese	portuguese	NOUN
bracis-28419	34	9	,	,	PUNCT
bracis-28419	34	10	there	there	PRON
bracis-28419	34	11	is	be	VERB
bracis-28419	34	12	a	a	DET
bracis-28419	34	13	multilingual	multilingual	ADJ
bracis-28419	34	14	version	version	NOUN
bracis-28419	34	15	[	[	X
bracis-28419	34	16	7	7	NUM
bracis-28419	34	17	]	]	PUNCT
bracis-28419	34	18	;	;	PUNCT
bracis-28419	34	19	a	a	DET
bracis-28419	34	20	brazilian	brazilian	ADJ
bracis-28419	34	21	portuguese	portuguese	ADJ
bracis-28419	34	22	version	version	NOUN
bracis-28419	34	23	focused	focus	VERB
bracis-28419	34	24	on	on	ADP
bracis-28419	34	25	the	the	DET
bracis-28419	34	26	general	general	ADJ
bracis-28419	34	27	domain	domain	NOUN
bracis-28419	34	28	called	call	VERB
bracis-28419	34	29	bertimbau	bertimbau	NOUN
bracis-28419	34	30	[	[	X
bracis-28419	34	31	22	22	NUM
bracis-28419	34	32	]	]	PUNCT
bracis-28419	34	33	;	;	PUNCT
bracis-28419	34	34	and	and	CCONJ
bracis-28419	34	35	a	a	DET
bracis-28419	34	36	brazilian	brazilian	ADJ
bracis-28419	34	37	portuguese	portuguese	ADJ
bracis-28419	34	38	version	version	NOUN
bracis-28419	34	39	focused	focus	VERB
bracis-28419	34	40	on	on	ADP
bracis-28419	34	41	the	the	DET
bracis-28419	34	42	clinical	clinical	ADJ
bracis-28419	34	43	domain	domain	NOUN
bracis-28419	34	44	named	name	VERB
bracis-28419	34	45	biobertpt	biobertpt	NOUN
bracis-28419	34	46	[	[	X
bracis-28419	34	47	19	19	NUM
bracis-28419	34	48	]	]	PUNCT
bracis-28419	34	49	.	.	PUNCT
bracis-28419	35	1	fig	fig	NOUN
bracis-28419	35	2	.	.	PUNCT
bracis-28419	36	1	1	1	X
bracis-28419	36	2	.	.	X
bracis-28419	36	3	annotation	annotation	NOUN
bracis-28419	36	4	example	example	NOUN
bracis-28419	36	5	from	from	ADP
bracis-28419	36	6	our	our	PRON
bracis-28419	36	7	corpus	corpus	NOUN
bracis-28419	36	8	.	.	PUNCT
bracis-28419	37	1	full	full	ADJ
bracis-28419	37	2	size	size	NOUN
bracis-28419	37	3	image	image	NOUN
bracis-28419	37	4	2	2	NUM
bracis-28419	37	5	methodology	methodology	NOUN
bracis-28419	37	6	2.1	2.1	NUM
bracis-28419	37	7	corpus	corpu	NOUN
bracis-28419	37	8	we	we	PRON
bracis-28419	37	9	searched	search	VERB
bracis-28419	37	10	for	for	ADP
bracis-28419	37	11	questions	question	NOUN
bracis-28419	37	12	posed	pose	VERB
bracis-28419	37	13	by	by	ADP
bracis-28419	37	14	users	user	NOUN
bracis-28419	37	15	regarding	regard	VERB
bracis-28419	37	16	health	health	NOUN
bracis-28419	37	17	issues	issue	NOUN
bracis-28419	37	18	in	in	ADP
bracis-28419	37	19	several	several	ADJ
bracis-28419	37	20	online	online	ADJ
bracis-28419	37	21	forums	forum	NOUN
bracis-28419	37	22	.	.	PUNCT
bracis-28419	38	1	in	in	ADP
bracis-28419	38	2	such	such	ADJ
bracis-28419	38	3	forums	forum	NOUN
bracis-28419	38	4	,	,	PUNCT
bracis-28419	38	5	users	user	NOUN
bracis-28419	38	6	answer	answer	VERB
bracis-28419	38	7	each	each	DET
bracis-28419	38	8	other	other	ADJ
bracis-28419	38	9	’s	’s	PART
bracis-28419	38	10	questions	question	NOUN
bracis-28419	38	11	drawing	draw	VERB
bracis-28419	38	12	on	on	ADP
bracis-28419	38	13	their	their	PRON
bracis-28419	38	14	beliefs	belief	NOUN
bracis-28419	38	15	and	and	CCONJ
bracis-28419	38	16	understanding	understanding	NOUN
bracis-28419	38	17	of	of	ADP
bracis-28419	38	18	the	the	DET
bracis-28419	38	19	issues	issue	NOUN
bracis-28419	38	20	,	,	PUNCT
bracis-28419	38	21	with	with	ADP
bracis-28419	38	22	no	no	DET
bracis-28419	38	23	help	help	NOUN
bracis-28419	38	24	or	or	CCONJ
bracis-28419	38	25	supervision	supervision	NOUN
bracis-28419	38	26	of	of	ADP
bracis-28419	38	27	any	any	DET
bracis-28419	38	28	healthcare	healthcare	NOUN
bracis-28419	38	29	professional	professional	NOUN
bracis-28419	38	30	.	.	PUNCT
bracis-28419	39	1	to	to	PART
bracis-28419	39	2	avoid	avoid	VERB
bracis-28419	39	3	this	this	DET
bracis-28419	39	4	problem	problem	NOUN
bracis-28419	39	5	,	,	PUNCT
bracis-28419	39	6	we	we	PRON
bracis-28419	39	7	designed	design	VERB
bracis-28419	39	8	a	a	DET
bracis-28419	39	9	study	study	NOUN
bracis-28419	39	10	in	in	ADP
bracis-28419	39	11	which	which	PRON
bracis-28419	39	12	answers	answer	NOUN
bracis-28419	39	13	were	be	AUX
bracis-28419	39	14	produced	produce	VERB
bracis-28419	39	15	by	by	ADP
bracis-28419	39	16	medical	medical	ADJ
bracis-28419	39	17	and	and	CCONJ
bracis-28419	39	18	nutrition	nutrition	NOUN
bracis-28419	39	19	science	science	NOUN
bracis-28419	39	20	students	student	NOUN
bracis-28419	39	21	relying	rely	VERB
bracis-28419	39	22	on	on	ADP
bracis-28419	39	23	their	their	PRON
bracis-28419	39	24	domain	domain	NOUN
bracis-28419	39	25	knowledge	knowledge	NOUN
bracis-28419	39	26	.	.	PUNCT
bracis-28419	40	1	answers	answer	NOUN
bracis-28419	40	2	were	be	AUX
bracis-28419	40	3	curated	curate	VERB
bracis-28419	40	4	by	by	ADP
bracis-28419	40	5	expert	expert	NOUN
bracis-28419	40	6	professionals	professional	NOUN
bracis-28419	40	7	in	in	ADP
bracis-28419	40	8	our	our	PRON
bracis-28419	40	9	project	project	NOUN
bracis-28419	40	10	who	who	PRON
bracis-28419	40	11	supervised	supervise	VERB
bracis-28419	40	12	students	student	NOUN
bracis-28419	40	13	.	.	PUNCT
bracis-28419	41	1	this	this	DET
bracis-28419	41	2	way	way	NOUN
bracis-28419	41	3	,	,	PUNCT
bracis-28419	41	4	we	we	PRON
bracis-28419	41	5	ensured	ensure	VERB
bracis-28419	41	6	that	that	SCONJ
bracis-28419	41	7	our	our	PRON
bracis-28419	41	8	set	set	NOUN
bracis-28419	41	9	of	of	ADP
bracis-28419	41	10	qa	qa	PROPN
bracis-28419	41	11	is	be	AUX
bracis-28419	41	12	reliable	reliable	ADJ
bracis-28419	41	13	and	and	CCONJ
bracis-28419	41	14	can	can	AUX
bracis-28419	41	15	be	be	AUX
bracis-28419	41	16	used	use	VERB
bracis-28419	41	17	in	in	ADP
bracis-28419	41	18	a	a	DET
bracis-28419	41	19	prospective	prospective	ADJ
bracis-28419	41	20	qa	qa	NOUN
bracis-28419	41	21	system	system	NOUN
bracis-28419	41	22	to	to	PART
bracis-28419	41	23	be	be	AUX
bracis-28419	41	24	queried	query	VERB
bracis-28419	41	25	through	through	ADP
bracis-28419	41	26	a	a	DET
bracis-28419	41	27	conversational	conversational	ADJ
bracis-28419	41	28	agent	agent	NOUN
bracis-28419	41	29	.	.	PUNCT
bracis-28419	42	1	our	our	PRON
bracis-28419	42	2	corpus	corpus	NOUN
bracis-28419	42	3	comprises	comprise	VERB
bracis-28419	42	4	two	two	NUM
bracis-28419	42	5	sets	set	NOUN
bracis-28419	42	6	of	of	ADP
bracis-28419	42	7	documents	document	NOUN
bracis-28419	42	8	made	make	VERB
bracis-28419	42	9	up	up	ADP
bracis-28419	42	10	of	of	ADP
bracis-28419	42	11	diabetes	diabetes	NOUN
bracis-28419	42	12	-	-	PUNCT
bracis-28419	42	13	related	relate	VERB
bracis-28419	42	14	general	general	ADJ
bracis-28419	42	15	questions	question	NOUN
bracis-28419	42	16	with	with	ADP
bracis-28419	42	17	their	their	PRON
bracis-28419	42	18	respective	respective	ADJ
bracis-28419	42	19	answers	answer	NOUN
bracis-28419	42	20	:	:	PUNCT
bracis-28419	42	21	a	a	DET
bracis-28419	42	22	first	first	ADJ
bracis-28419	42	23	set	set	NOUN
bracis-28419	42	24	contains	contain	VERB
bracis-28419	42	25	304	304	NUM
bracis-28419	42	26	real	real	ADJ
bracis-28419	42	27	online	online	ADJ
bracis-28419	42	28	forum	forum	PROPN
bracis-28419	42	29	questions	question	NOUN
bracis-28419	42	30	answered	answer	VERB
bracis-28419	42	31	by	by	ADP
bracis-28419	42	32	medical	medical	ADJ
bracis-28419	42	33	students	student	NOUN
bracis-28419	42	34	under	under	ADP
bracis-28419	42	35	the	the	DET
bracis-28419	42	36	supervision	supervision	NOUN
bracis-28419	42	37	of	of	ADP
bracis-28419	42	38	medical	medical	ADJ
bracis-28419	42	39	professionals	professional	NOUN
bracis-28419	42	40	and	and	CCONJ
bracis-28419	42	41	a	a	DET
bracis-28419	42	42	second	second	ADJ
bracis-28419	42	43	one	one	NOUN
bracis-28419	42	44	contains	contain	VERB
bracis-28419	42	45	201	201	NUM
bracis-28419	42	46	real	real	ADJ
bracis-28419	42	47	online	online	ADJ
bracis-28419	42	48	forum	forum	PROPN
bracis-28419	42	49	questions	question	NOUN
bracis-28419	42	50	answered	answer	VERB
bracis-28419	42	51	by	by	ADP
bracis-28419	42	52	nutrition	nutrition	NOUN
bracis-28419	42	53	science	science	NOUN
bracis-28419	42	54	students	student	NOUN
bracis-28419	42	55	supervised	supervise	VERB
bracis-28419	42	56	by	by	ADP
bracis-28419	42	57	professionals	professional	NOUN
bracis-28419	42	58	.	.	PUNCT
bracis-28419	43	1	this	this	DET
bracis-28419	43	2	way	way	NOUN
bracis-28419	43	3	,	,	PUNCT
bracis-28419	43	4	we	we	PRON
bracis-28419	43	5	can	can	AUX
bracis-28419	43	6	have	have	VERB
bracis-28419	43	7	a	a	DET
bracis-28419	43	8	qa	qa	NOUN
bracis-28419	43	9	system	system	NOUN
bracis-28419	43	10	to	to	PART
bracis-28419	43	11	provide	provide	VERB
bracis-28419	43	12	accurate	accurate	ADJ
bracis-28419	43	13	answers	answer	NOUN
bracis-28419	43	14	about	about	ADP
bracis-28419	43	15	health	health	NOUN
bracis-28419	43	16	and	and	CCONJ
bracis-28419	43	17	nutrition	nutrition	NOUN
bracis-28419	43	18	issues	issue	NOUN
bracis-28419	43	19	,	,	PUNCT
bracis-28419	43	20	authored	author	VERB
bracis-28419	43	21	by	by	ADP
bracis-28419	43	22	professionals	professional	NOUN
bracis-28419	43	23	in	in	ADP
bracis-28419	43	24	both	both	DET
bracis-28419	43	25	fields	field	NOUN
bracis-28419	43	26	.	.	PUNCT
bracis-28419	44	1	annotation	annotation	NOUN
bracis-28419	44	2	setup	setup	NOUN
bracis-28419	44	3	.	.	PUNCT
bracis-28419	45	1	as	as	ADP
bracis-28419	45	2	an	an	DET
bracis-28419	45	3	annotation	annotation	NOUN
bracis-28419	45	4	tool	tool	NOUN
bracis-28419	45	5	,	,	PUNCT
bracis-28419	45	6	we	we	PRON
bracis-28419	45	7	used	use	VERB
bracis-28419	45	8	webanno	webanno	NOUN
bracis-28419	45	9	[	[	X
bracis-28419	45	10	4	4	NUM
bracis-28419	45	11	]	]	PUNCT
bracis-28419	45	12	,	,	PUNCT
bracis-28419	45	13	an	an	DET
bracis-28419	45	14	open	open	ADJ
bracis-28419	45	15	-	-	PUNCT
bracis-28419	45	16	source	source	NOUN
bracis-28419	45	17	and	and	CCONJ
bracis-28419	45	18	intuitive	intuitive	ADJ
bracis-28419	45	19	software	software	NOUN
bracis-28419	45	20	/	/	SYM
bracis-28419	45	21	platform	platform	NOUN
bracis-28419	45	22	.	.	PUNCT
bracis-28419	46	1	after	after	ADP
bracis-28419	46	2	comparing	compare	VERB
bracis-28419	46	3	several	several	ADJ
bracis-28419	46	4	available	available	ADJ
bracis-28419	46	5	entity	entity	NOUN
bracis-28419	46	6	tagging	tagging	NOUN
bracis-28419	46	7	tools	tool	NOUN
bracis-28419	46	8	,	,	PUNCT
bracis-28419	46	9	we	we	PRON
bracis-28419	46	10	found	find	VERB
bracis-28419	46	11	webanno	webanno	NOUN
bracis-28419	46	12	to	to	PART
bracis-28419	46	13	be	be	AUX
bracis-28419	46	14	the	the	DET
bracis-28419	46	15	easiest	easy	ADJ
bracis-28419	46	16	and	and	CCONJ
bracis-28419	46	17	most	most	ADV
bracis-28419	46	18	efficient	efficient	ADJ
bracis-28419	46	19	tool	tool	NOUN
bracis-28419	46	20	for	for	ADP
bracis-28419	46	21	our	our	PRON
bracis-28419	46	22	purposes	purpose	NOUN
bracis-28419	46	23	.	.	PUNCT
bracis-28419	47	1	the	the	DET
bracis-28419	47	2	system	system	NOUN
bracis-28419	47	3	was	be	AUX
bracis-28419	47	4	set	set	VERB
bracis-28419	47	5	up	up	ADP
bracis-28419	47	6	on	on	ADP
bracis-28419	47	7	a	a	DET
bracis-28419	47	8	web	web	NOUN
bracis-28419	47	9	server	server	NOUN
bracis-28419	47	10	,	,	PUNCT
bracis-28419	47	11	text	text	NOUN
bracis-28419	47	12	data	datum	NOUN
bracis-28419	47	13	was	be	AUX
bracis-28419	47	14	uploaded	upload	VERB
bracis-28419	47	15	,	,	PUNCT
bracis-28419	47	16	and	and	CCONJ
bracis-28419	47	17	entity	entity	NOUN
bracis-28419	47	18	/	/	SYM
bracis-28419	47	19	relation	relation	NOUN
bracis-28419	47	20	types	type	NOUN
bracis-28419	47	21	were	be	AUX
bracis-28419	47	22	defined	define	VERB
bracis-28419	47	23	within	within	ADP
bracis-28419	47	24	the	the	DET
bracis-28419	47	25	system	system	NOUN
bracis-28419	47	26	.	.	PUNCT
bracis-28419	48	1	annotation	annotation	NOUN
bracis-28419	48	2	guidelines	guideline	NOUN
bracis-28419	48	3	.	.	PUNCT
bracis-28419	49	1	the	the	DET
bracis-28419	49	2	annotation	annotation	NOUN
bracis-28419	49	3	guidelines	guideline	NOUN
bracis-28419	49	4	were	be	AUX
bracis-28419	49	5	created	create	VERB
bracis-28419	49	6	in	in	ADP
bracis-28419	49	7	an	an	DET
bracis-28419	49	8	iterative	iterative	NOUN
bracis-28419	49	9	process	process	NOUN
bracis-28419	49	10	.	.	PUNCT
bracis-28419	50	1	a	a	DET
bracis-28419	50	2	first	first	ADJ
bracis-28419	50	3	draft	draft	NOUN
bracis-28419	50	4	was	be	AUX
bracis-28419	50	5	created	create	VERB
bracis-28419	50	6	,	,	PUNCT
bracis-28419	50	7	containing	contain	VERB
bracis-28419	50	8	general	general	ADJ
bracis-28419	50	9	guidelines	guideline	NOUN
bracis-28419	50	10	as	as	ADV
bracis-28419	50	11	well	well	ADV
bracis-28419	50	12	as	as	ADP
bracis-28419	50	13	specific	specific	ADJ
bracis-28419	50	14	examples	example	NOUN
bracis-28419	50	15	of	of	ADP
bracis-28419	50	16	types	type	NOUN
bracis-28419	50	17	of	of	ADP
bracis-28419	50	18	entities	entity	NOUN
bracis-28419	50	19	and	and	CCONJ
bracis-28419	50	20	relations	relation	NOUN
bracis-28419	50	21	.	.	PUNCT
bracis-28419	51	1	specialists	specialist	NOUN
bracis-28419	51	2	were	be	AUX
bracis-28419	51	3	consulted	consult	VERB
bracis-28419	51	4	regarding	regard	VERB
bracis-28419	51	5	annotators	annotator	NOUN
bracis-28419	51	6	’	'	PUNCT
bracis-28419	51	7	queries	query	NOUN
bracis-28419	51	8	and	and	CCONJ
bracis-28419	51	9	their	their	PRON
bracis-28419	51	10	answer	answer	NOUN
bracis-28419	51	11	was	be	AUX
bracis-28419	51	12	used	use	VERB
bracis-28419	51	13	to	to	PART
bracis-28419	51	14	update	update	VERB
bracis-28419	51	15	the	the	DET
bracis-28419	51	16	guidelines	guideline	NOUN
bracis-28419	51	17	,	,	PUNCT
bracis-28419	51	18	then	then	ADV
bracis-28419	51	19	they	they	PRON
bracis-28419	51	20	were	be	AUX
bracis-28419	51	21	tested	test	VERB
bracis-28419	51	22	again	again	ADV
bracis-28419	51	23	.	.	PUNCT
bracis-28419	52	1	besides	besides	SCONJ
bracis-28419	52	2	,	,	PUNCT
bracis-28419	52	3	during	during	ADP
bracis-28419	52	4	the	the	DET
bracis-28419	52	5	annotation	annotation	NOUN
bracis-28419	52	6	process	process	NOUN
bracis-28419	52	7	,	,	PUNCT
bracis-28419	52	8	whenever	whenever	SCONJ
bracis-28419	52	9	one	one	NUM
bracis-28419	52	10	of	of	ADP
bracis-28419	52	11	the	the	DET
bracis-28419	52	12	annotators	annotator	NOUN
bracis-28419	52	13	ran	run	VERB
bracis-28419	52	14	into	into	ADP
bracis-28419	52	15	a	a	DET
bracis-28419	52	16	dubious	dubious	ADJ
bracis-28419	52	17	case	case	NOUN
bracis-28419	52	18	,	,	PUNCT
bracis-28419	52	19	this	this	PRON
bracis-28419	52	20	was	be	AUX
bracis-28419	52	21	added	add	VERB
bracis-28419	52	22	to	to	ADP
bracis-28419	52	23	the	the	DET
bracis-28419	52	24	guidelines	guideline	NOUN
bracis-28419	52	25	.	.	PUNCT
bracis-28419	53	1	figure	figure	NOUN
bracis-28419	53	2	 	 	SPACE
bracis-28419	53	3	1	1	NUM
bracis-28419	53	4	shows	show	VERB
bracis-28419	53	5	an	an	DET
bracis-28419	53	6	example	example	NOUN
bracis-28419	53	7	of	of	ADP
bracis-28419	53	8	a	a	DET
bracis-28419	53	9	text	text	NOUN
bracis-28419	53	10	annotated	annotate	VERB
bracis-28419	53	11	in	in	ADP
bracis-28419	53	12	webanno	webanno	NOUN
bracis-28419	53	13	following	follow	VERB
bracis-28419	53	14	our	our	PRON
bracis-28419	53	15	guidelinesfootnote	guidelinesfootnote	NOUN
bracis-28419	53	16	1	1	NUM
bracis-28419	53	17	.	.	PUNCT
bracis-28419	54	1	the	the	DET
bracis-28419	54	2	annotation	annotation	NOUN
bracis-28419	54	3	guidelines	guideline	NOUN
bracis-28419	54	4	are	be	AUX
bracis-28419	54	5	publicly	publicly	ADV
bracis-28419	54	6	available	available	ADJ
bracis-28419	54	7	for	for	ADP
bracis-28419	54	8	download	download	NOUN
bracis-28419	54	9	as	as	ADP
bracis-28419	54	10	part	part	NOUN
bracis-28419	54	11	of	of	ADP
bracis-28419	54	12	the	the	DET
bracis-28419	54	13	dataset	dataset	NOUN
bracis-28419	54	14	.	.	PUNCT
bracis-28419	55	1	annotation	annotation	NOUN
bracis-28419	55	2	process	process	NOUN
bracis-28419	55	3	.	.	PUNCT
bracis-28419	56	1	we	we	PRON
bracis-28419	56	2	recruited	recruit	VERB
bracis-28419	56	3	undergraduate	undergraduate	ADJ
bracis-28419	56	4	students	student	NOUN
bracis-28419	56	5	pursuing	pursue	VERB
bracis-28419	56	6	their	their	PRON
bracis-28419	56	7	ba	ba	NOUN
bracis-28419	56	8	degree	degree	NOUN
bracis-28419	56	9	to	to	PART
bracis-28419	56	10	complete	complete	VERB
bracis-28419	56	11	the	the	DET
bracis-28419	56	12	annotation	annotation	NOUN
bracis-28419	56	13	task	task	NOUN
bracis-28419	56	14	.	.	PUNCT
bracis-28419	57	1	the	the	DET
bracis-28419	57	2	students	student	NOUN
bracis-28419	57	3	are	be	AUX
bracis-28419	57	4	part	part	NOUN
bracis-28419	57	5	of	of	ADP
bracis-28419	57	6	empoder@	empoder@	NOUN
bracis-28419	57	7	,	,	PUNCT
bracis-28419	57	8	a	a	DET
bracis-28419	57	9	multidisciplinary	multidisciplinary	ADJ
bracis-28419	57	10	project	project	NOUN
bracis-28419	57	11	engaging	engage	VERB
bracis-28419	57	12	health	health	NOUN
bracis-28419	57	13	sciences	science	NOUN
bracis-28419	57	14	,	,	PUNCT
bracis-28419	57	15	statistics	statistic	NOUN
bracis-28419	57	16	,	,	PUNCT
bracis-28419	57	17	computer	computer	NOUN
bracis-28419	57	18	science	science	NOUN
bracis-28419	57	19	,	,	PUNCT
bracis-28419	57	20	and	and	CCONJ
bracis-28419	57	21	applied	apply	VERB
bracis-28419	57	22	linguistics	linguistic	NOUN
bracis-28419	57	23	students	student	NOUN
bracis-28419	57	24	.	.	PUNCT
bracis-28419	58	1	the	the	DET
bracis-28419	58	2	project	project	NOUN
bracis-28419	58	3	aims	aim	VERB
bracis-28419	58	4	to	to	PART
bracis-28419	58	5	empower	empower	VERB
bracis-28419	58	6	researchers	researcher	NOUN
bracis-28419	58	7	,	,	PUNCT
bracis-28419	58	8	professionals	professional	NOUN
bracis-28419	58	9	,	,	PUNCT
bracis-28419	58	10	and	and	CCONJ
bracis-28419	58	11	users	user	NOUN
bracis-28419	58	12	of	of	ADP
bracis-28419	58	13	health	health	NOUN
bracis-28419	58	14	services	service	NOUN
bracis-28419	58	15	.	.	PUNCT
bracis-28419	59	1	annotators	annotator	NOUN
bracis-28419	59	2	took	take	VERB
bracis-28419	59	3	part	part	NOUN
bracis-28419	59	4	in	in	ADP
bracis-28419	59	5	a	a	DET
bracis-28419	59	6	training	training	NOUN
bracis-28419	59	7	session	session	NOUN
bracis-28419	59	8	and	and	CCONJ
bracis-28419	59	9	were	be	AUX
bracis-28419	59	10	requested	request	VERB
bracis-28419	59	11	to	to	PART
bracis-28419	59	12	read	read	VERB
bracis-28419	59	13	the	the	DET
bracis-28419	59	14	guidelines	guideline	NOUN
bracis-28419	59	15	and	and	CCONJ
bracis-28419	59	16	resort	resort	VERB
bracis-28419	59	17	to	to	ADP
bracis-28419	59	18	the	the	DET
bracis-28419	59	19	project	project	NOUN
bracis-28419	59	20	coordinator	coordinator	NOUN
bracis-28419	59	21	whenever	whenever	SCONJ
bracis-28419	59	22	they	they	PRON
bracis-28419	59	23	encountered	encounter	VERB
bracis-28419	59	24	problems	problem	NOUN
bracis-28419	59	25	during	during	ADP
bracis-28419	59	26	annotation	annotation	NOUN
bracis-28419	59	27	.	.	PUNCT
bracis-28419	60	1	two	two	NUM
bracis-28419	60	2	students	student	NOUN
bracis-28419	60	3	annotated	annotate	VERB
bracis-28419	60	4	each	each	DET
bracis-28419	60	5	document	document	NOUN
bracis-28419	60	6	,	,	PUNCT
bracis-28419	60	7	and	and	CCONJ
bracis-28419	60	8	a	a	DET
bracis-28419	60	9	third	third	ADJ
bracis-28419	60	10	one	one	NOUN
bracis-28419	60	11	performed	perform	VERB
bracis-28419	60	12	the	the	DET
bracis-28419	60	13	adjudication	adjudication	NOUN
bracis-28419	60	14	so	so	SCONJ
bracis-28419	60	15	that	that	SCONJ
bracis-28419	60	16	a	a	DET
bracis-28419	60	17	gold	gold	NOUN
bracis-28419	60	18	-	-	PUNCT
bracis-28419	60	19	standard	standard	NOUN
bracis-28419	60	20	was	be	AUX
bracis-28419	60	21	obtained	obtain	VERB
bracis-28419	60	22	upon	upon	SCONJ
bracis-28419	60	23	completion	completion	NOUN
bracis-28419	60	24	.	.	PUNCT
bracis-28419	61	1	annotators	annotator	NOUN
bracis-28419	61	2	were	be	AUX
bracis-28419	61	3	presented	present	VERB
bracis-28419	61	4	with	with	ADP
bracis-28419	61	5	each	each	DET
bracis-28419	61	6	text	text	NOUN
bracis-28419	61	7	on	on	ADP
bracis-28419	61	8	a	a	DET
bracis-28419	61	9	simple	simple	ADJ
bracis-28419	61	10	interface	interface	NOUN
bracis-28419	61	11	(	(	PUNCT
bracis-28419	61	12	see	see	VERB
bracis-28419	61	13	fig	fig	NOUN
bracis-28419	61	14	.	.	PUNCT
bracis-28419	61	15	 	 	SPACE
bracis-28419	61	16	1	1	NUM
bracis-28419	61	17	)	)	PUNCT
bracis-28419	61	18	and	and	CCONJ
bracis-28419	61	19	using	use	VERB
bracis-28419	61	20	a	a	DET
bracis-28419	61	21	mouse	mouse	NOUN
bracis-28419	61	22	or	or	CCONJ
bracis-28419	61	23	a	a	DET
bracis-28419	61	24	track	track	NOUN
bracis-28419	61	25	pad	pad	NOUN
bracis-28419	61	26	they	they	PRON
bracis-28419	61	27	selected	select	VERB
bracis-28419	61	28	entities	entity	NOUN
bracis-28419	61	29	and	and	CCONJ
bracis-28419	61	30	dragged	drag	VERB
bracis-28419	61	31	relationships	relationship	NOUN
bracis-28419	61	32	between	between	ADP
bracis-28419	61	33	them	they	PRON
bracis-28419	61	34	.	.	PUNCT
bracis-28419	62	1	2.2	2.2	NUM
bracis-28419	62	2	entity	entity	NOUN
bracis-28419	62	3	and	and	CCONJ
bracis-28419	62	4	 	 	SPACE
bracis-28419	62	5	relation	relation	NOUN
bracis-28419	62	6	extraction	extraction	NOUN
bracis-28419	62	7	we	we	PRON
bracis-28419	62	8	considered	consider	VERB
bracis-28419	62	9	relation	relation	NOUN
bracis-28419	62	10	extraction	extraction	NOUN
bracis-28419	62	11	as	as	ADP
bracis-28419	62	12	a	a	DET
bracis-28419	62	13	multi	multi	ADJ
bracis-28419	62	14	-	-	ADJ
bracis-28419	62	15	label	label	ADJ
bracis-28419	62	16	classification	classification	NOUN
bracis-28419	62	17	problem	problem	NOUN
bracis-28419	62	18	in	in	ADP
bracis-28419	62	19	which	which	PRON
bracis-28419	62	20	,	,	PUNCT
bracis-28419	62	21	given	give	VERB
bracis-28419	62	22	a	a	DET
bracis-28419	62	23	pair	pair	NOUN
bracis-28419	62	24	of	of	ADP
bracis-28419	62	25	entities	entity	NOUN
bracis-28419	62	26	,	,	PUNCT
bracis-28419	62	27	a	a	DET
bracis-28419	62	28	label	label	NOUN
bracis-28419	62	29	is	be	AUX
bracis-28419	62	30	assigned	assign	VERB
bracis-28419	62	31	out	out	ADP
bracis-28419	62	32	of	of	ADP
bracis-28419	62	33	the	the	DET
bracis-28419	62	34	relation	relation	NOUN
bracis-28419	62	35	types	type	NOUN
bracis-28419	62	36	available	available	ADJ
bracis-28419	62	37	.	.	PUNCT
bracis-28419	63	1	also	also	ADV
bracis-28419	63	2	,	,	PUNCT
bracis-28419	63	3	we	we	PRON
bracis-28419	63	4	decoupled	decouple	VERB
bracis-28419	63	5	relation	relation	NOUN
bracis-28419	63	6	extraction	extraction	NOUN
bracis-28419	63	7	from	from	ADP
bracis-28419	63	8	entity	entity	NOUN
bracis-28419	63	9	recognition	recognition	NOUN
bracis-28419	63	10	,	,	PUNCT
bracis-28419	63	11	so	so	ADV
bracis-28419	63	12	we	we	PRON
bracis-28419	63	13	performed	perform	VERB
bracis-28419	63	14	re	re	ADP
bracis-28419	63	15	on	on	ADP
bracis-28419	63	16	the	the	DET
bracis-28419	63	17	gold	gold	NOUN
bracis-28419	63	18	entities	entity	NOUN
bracis-28419	63	19	.	.	PUNCT
bracis-28419	64	1	the	the	DET
bracis-28419	64	2	set	set	NOUN
bracis-28419	64	3	of	of	ADP
bracis-28419	64	4	entity	entity	NOUN
bracis-28419	64	5	and	and	CCONJ
bracis-28419	64	6	relation	relation	NOUN
bracis-28419	64	7	types	type	NOUN
bracis-28419	64	8	devised	devise	VERB
bracis-28419	64	9	for	for	ADP
bracis-28419	64	10	our	our	PRON
bracis-28419	64	11	annotation	annotation	NOUN
bracis-28419	64	12	was	be	AUX
bracis-28419	64	13	built	build	VERB
bracis-28419	64	14	drawing	draw	VERB
bracis-28419	64	15	on	on	ADP
bracis-28419	64	16	an	an	DET
bracis-28419	64	17	ontology	ontology	NOUN
bracis-28419	64	18	proposed	propose	VERB
bracis-28419	64	19	in	in	ADP
bracis-28419	64	20	[	[	X
bracis-28419	64	21	1	1	NUM
bracis-28419	64	22	]	]	PUNCT
bracis-28419	64	23	.	.	PUNCT
bracis-28419	65	1	the	the	DET
bracis-28419	65	2	ontology	ontology	NOUN
bracis-28419	65	3	labels	label	VERB
bracis-28419	65	4	diabetes	diabetes	NOUN
bracis-28419	65	5	mentions	mention	VERB
bracis-28419	65	6	as	as	ADP
bracis-28419	65	7	“	"	PUNCT
bracis-28419	65	8	diabetestype	diabetestype	NOUN
bracis-28419	65	9	”	"	PUNCT
bracis-28419	65	10	,	,	PUNCT
bracis-28419	65	11	and	and	CCONJ
bracis-28419	65	12	diabetes	diabetes	NOUN
bracis-28419	65	13	-	-	PUNCT
bracis-28419	65	14	related	relate	VERB
bracis-28419	65	15	diseases	disease	NOUN
bracis-28419	65	16	are	be	AUX
bracis-28419	65	17	classed	class	VERB
bracis-28419	65	18	with	with	ADP
bracis-28419	65	19	the	the	DET
bracis-28419	65	20	“	"	PUNCT
bracis-28419	65	21	complication	complication	NOUN
bracis-28419	65	22	”	"	PUNCT
bracis-28419	65	23	entity	entity	NOUN
bracis-28419	65	24	type	type	NOUN
bracis-28419	65	25	.	.	PUNCT
bracis-28419	66	1	diabetes	diabetes	NOUN
bracis-28419	66	2	-	-	PUNCT
bracis-28419	66	3	related	relate	VERB
bracis-28419	66	4	temporal	temporal	ADJ
bracis-28419	66	5	expressions	expression	NOUN
bracis-28419	66	6	,	,	PUNCT
bracis-28419	66	7	clinical	clinical	ADJ
bracis-28419	66	8	tests	test	NOUN
bracis-28419	66	9	,	,	PUNCT
bracis-28419	66	10	and	and	CCONJ
bracis-28419	66	11	treatments	treatment	NOUN
bracis-28419	66	12	are	be	AUX
bracis-28419	66	13	also	also	ADV
bracis-28419	66	14	addressed	address	VERB
bracis-28419	66	15	in	in	ADP
bracis-28419	66	16	the	the	DET
bracis-28419	66	17	ontology	ontology	NOUN
bracis-28419	66	18	.	.	PUNCT
bracis-28419	67	1	table	table	NOUN
bracis-28419	67	2	 	 	SPACE
bracis-28419	67	3	1	1	NUM
bracis-28419	67	4	lists	list	VERB
bracis-28419	67	5	the	the	DET
bracis-28419	67	6	14	14	NUM
bracis-28419	67	7	entity	entity	NOUN
bracis-28419	67	8	types	type	NOUN
bracis-28419	67	9	,	,	PUNCT
bracis-28419	67	10	providing	provide	VERB
bracis-28419	67	11	a	a	DET
bracis-28419	67	12	brief	brief	ADJ
bracis-28419	67	13	explanation	explanation	NOUN
bracis-28419	67	14	of	of	ADP
bracis-28419	67	15	each	each	DET
bracis-28419	67	16	label	label	NOUN
bracis-28419	67	17	with	with	ADP
bracis-28419	67	18	some	some	DET
bracis-28419	67	19	examples	example	NOUN
bracis-28419	67	20	.	.	PUNCT
bracis-28419	68	1	the	the	DET
bracis-28419	68	2	5	5	NUM
bracis-28419	68	3	relations	relation	NOUN
bracis-28419	68	4	types	type	NOUN
bracis-28419	68	5	are	be	AUX
bracis-28419	68	6	verbalized	verbalize	VERB
bracis-28419	68	7	by	by	ADP
bracis-28419	68	8	the	the	DET
bracis-28419	68	9	following	following	ADJ
bracis-28419	68	10	verbs	verb	NOUN
bracis-28419	68	11	:	:	PUNCT
bracis-28419	68	12	“	"	PUNCT
bracis-28419	68	13	causes	cause	NOUN
bracis-28419	68	14	”	"	PUNCT
bracis-28419	68	15	,	,	PUNCT
bracis-28419	68	16	“	"	PUNCT
bracis-28419	68	17	diagnoses	diagnosis	NOUN
bracis-28419	68	18	”	"	PUNCT
bracis-28419	68	19	,	,	PUNCT
bracis-28419	68	20	“	"	PUNCT
bracis-28419	68	21	has	have	AUX
bracis-28419	68	22	”	"	PUNCT
bracis-28419	68	23	,	,	PUNCT
bracis-28419	68	24	“	"	PUNCT
bracis-28419	68	25	prevents	prevent	NOUN
bracis-28419	68	26	”	"	PUNCT
bracis-28419	68	27	,	,	PUNCT
bracis-28419	68	28	and	and	CCONJ
bracis-28419	68	29	“	"	PUNCT
bracis-28419	68	30	treats	treat	NOUN
bracis-28419	68	31	”	"	PUNCT
bracis-28419	68	32	.	.	PUNCT
bracis-28419	69	1	table	table	NOUN
bracis-28419	69	2	1	1	NUM
bracis-28419	69	3	.	.	PUNCT
bracis-28419	70	1	entities	entity	NOUN
bracis-28419	70	2	description	description	NOUN
bracis-28419	70	3	and	and	CCONJ
bracis-28419	70	4	examples.full	examples.full	NUM
bracis-28419	70	5	size	size	NOUN
bracis-28419	70	6	table	table	NOUN
bracis-28419	70	7	reliability	reliability	NOUN
bracis-28419	70	8	.	.	PUNCT
bracis-28419	71	1	to	to	PART
bracis-28419	71	2	measure	measure	VERB
bracis-28419	71	3	dataset	dataset	ADJ
bracis-28419	71	4	reliability	reliability	NOUN
bracis-28419	71	5	,	,	PUNCT
bracis-28419	71	6	we	we	PRON
bracis-28419	71	7	computed	compute	VERB
bracis-28419	71	8	inter	inter	ADJ
bracis-28419	71	9	-	-	ADJ
bracis-28419	71	10	annotator	annotator	ADJ
bracis-28419	71	11	agreement	agreement	NOUN
bracis-28419	71	12	(	(	PUNCT
bracis-28419	71	13	iaa	iaa	NOUN
bracis-28419	71	14	)	)	PUNCT
bracis-28419	71	15	considering	consider	VERB
bracis-28419	71	16	exact	exact	ADJ
bracis-28419	71	17	matches	match	NOUN
bracis-28419	71	18	.	.	PUNCT
bracis-28419	72	1	following	follow	VERB
bracis-28419	72	2	the	the	DET
bracis-28419	72	3	work	work	NOUN
bracis-28419	72	4	of	of	ADP
bracis-28419	72	5	[	[	X
bracis-28419	72	6	3	3	NUM
bracis-28419	72	7	]	]	PUNCT
bracis-28419	72	8	,	,	PUNCT
bracis-28419	72	9	we	we	PRON
bracis-28419	72	10	computed	compute	VERB
bracis-28419	72	11	pairwise	pairwise	NOUN
bracis-28419	72	12	f1	f1	NOUN
bracis-28419	72	13	score	score	NOUN
bracis-28419	72	14	and	and	CCONJ
bracis-28419	72	15	cohen	cohen	PROPN
bracis-28419	72	16	’s	’s	PART
bracis-28419	72	17	kappa	kappa	PROPN
bracis-28419	72	18	.	.	PUNCT
bracis-28419	73	1	the	the	DET
bracis-28419	73	2	former	former	ADJ
bracis-28419	73	3	is	be	AUX
bracis-28419	73	4	more	more	ADV
bracis-28419	73	5	reliable	reliable	ADJ
bracis-28419	73	6	according	accord	VERB
bracis-28419	73	7	to	to	ADP
bracis-28419	73	8	various	various	ADJ
bracis-28419	73	9	studies	study	NOUN
bracis-28419	73	10	[	[	X
bracis-28419	73	11	9	9	NUM
bracis-28419	73	12	,	,	PUNCT
bracis-28419	73	13	11	11	NUM
bracis-28419	73	14	]	]	PUNCT
bracis-28419	73	15	.	.	PUNCT
bracis-28419	74	1	because	because	SCONJ
bracis-28419	74	2	of	of	ADP
bracis-28419	74	3	the	the	DET
bracis-28419	74	4	vast	vast	ADJ
bracis-28419	74	5	amount	amount	NOUN
bracis-28419	74	6	of	of	ADP
bracis-28419	74	7	unannotated	unannotated	ADJ
bracis-28419	74	8	tokens	token	NOUN
bracis-28419	74	9	(	(	PUNCT
bracis-28419	74	10	labeled	label	VERB
bracis-28419	74	11	“	"	PUNCT
bracis-28419	74	12	o	o	NOUN
bracis-28419	74	13	”	"	PUNCT
bracis-28419	74	14	)	)	PUNCT
bracis-28419	74	15	,	,	PUNCT
bracis-28419	74	16	we	we	PRON
bracis-28419	74	17	calculated	calculate	VERB
bracis-28419	74	18	the	the	DET
bracis-28419	74	19	scores	score	NOUN
bracis-28419	74	20	without	without	ADP
bracis-28419	74	21	the	the	DET
bracis-28419	74	22	o	o	NOUN
bracis-28419	74	23	label	label	NOUN
bracis-28419	74	24	,	,	PUNCT
bracis-28419	74	25	for	for	ADP
bracis-28419	74	26	both	both	PRON
bracis-28419	74	27	annotated	annotate	VERB
bracis-28419	74	28	entities	entity	NOUN
bracis-28419	74	29	and	and	CCONJ
bracis-28419	74	30	relations	relation	NOUN
bracis-28419	74	31	.	.	PUNCT
bracis-28419	75	1	table	table	NOUN
bracis-28419	75	2	 	 	SPACE
bracis-28419	75	3	2	2	NUM
bracis-28419	75	4	shows	show	VERB
bracis-28419	75	5	the	the	DET
bracis-28419	75	6	obtained	obtain	VERB
bracis-28419	75	7	agreement	agreement	NOUN
bracis-28419	75	8	.	.	PUNCT
bracis-28419	76	1	annotated	annotate	VERB
bracis-28419	76	2	entities	entity	NOUN
bracis-28419	76	3	can	can	AUX
bracis-28419	76	4	be	be	AUX
bracis-28419	76	5	said	say	VERB
bracis-28419	76	6	to	to	PART
bracis-28419	76	7	be	be	AUX
bracis-28419	76	8	fully	fully	ADV
bracis-28419	76	9	reliable	reliable	ADJ
bracis-28419	76	10	,	,	PUNCT
bracis-28419	76	11	achieving	achieve	VERB
bracis-28419	76	12	an	an	DET
bracis-28419	76	13	iaa	iaa	NOUN
bracis-28419	76	14	of	of	ADP
bracis-28419	76	15	0.93	0.93	NUM
bracis-28419	76	16	.	.	PUNCT
bracis-28419	77	1	as	as	SCONJ
bracis-28419	77	2	regards	regard	VERB
bracis-28419	77	3	relations	relation	NOUN
bracis-28419	77	4	,	,	PUNCT
bracis-28419	77	5	moderate	moderate	ADJ
bracis-28419	77	6	agreement	agreement	NOUN
bracis-28419	77	7	(	(	PUNCT
bracis-28419	77	8	0.58	0.58	NUM
bracis-28419	77	9	)	)	PUNCT
bracis-28419	77	10	was	be	AUX
bracis-28419	77	11	found	find	VERB
bracis-28419	77	12	.	.	PUNCT
bracis-28419	78	1	table	table	NOUN
bracis-28419	78	2	2	2	NUM
bracis-28419	78	3	.	.	PUNCT
bracis-28419	78	4	inter	inter	ADJ
bracis-28419	78	5	-	-	ADJ
bracis-28419	78	6	annotator	annotator	ADJ
bracis-28419	78	7	agreement	agreement	NOUN
bracis-28419	78	8	for	for	ADP
bracis-28419	78	9	entity	entity	NOUN
bracis-28419	78	10	recognition	recognition	NOUN
bracis-28419	78	11	and	and	CCONJ
bracis-28419	78	12	relation	relation	NOUN
bracis-28419	79	1	extraction.full	extraction.full	NUM
bracis-28419	79	2	size	size	NOUN
bracis-28419	79	3	table	table	NOUN
bracis-28419	79	4	table	table	NOUN
bracis-28419	79	5	3	3	NUM
bracis-28419	79	6	.	.	PUNCT
bracis-28419	79	7	dataset	dataset	VERB
bracis-28419	79	8	information.full	information.full	PRON
bracis-28419	79	9	size	size	NOUN
bracis-28419	79	10	table	table	NOUN
bracis-28419	79	11	table	table	NOUN
bracis-28419	79	12	4	4	NUM
bracis-28419	79	13	.	.	PUNCT
bracis-28419	80	1	entities	entity	NOUN
bracis-28419	80	2	:	:	PUNCT
bracis-28419	80	3	number	number	NOUN
bracis-28419	80	4	of	of	ADP
bracis-28419	80	5	occurrences	occurrence	NOUN
bracis-28419	80	6	and	and	CCONJ
bracis-28419	80	7	percentage	percentage	NOUN
bracis-28419	80	8	per	per	ADP
bracis-28419	80	9	entity	entity	NOUN
bracis-28419	80	10	type	type	NOUN
bracis-28419	80	11	sorted	sort	VERB
bracis-28419	80	12	in	in	ADP
bracis-28419	80	13	decreasing	decrease	VERB
bracis-28419	80	14	order.full	order.full	ADJ
bracis-28419	80	15	size	size	NOUN
bracis-28419	80	16	table	table	NOUN
bracis-28419	80	17	table	table	NOUN
bracis-28419	80	18	5	5	NUM
bracis-28419	80	19	.	.	PUNCT
bracis-28419	81	1	relations	relation	NOUN
bracis-28419	81	2	:	:	PUNCT
bracis-28419	81	3	number	number	NOUN
bracis-28419	81	4	of	of	ADP
bracis-28419	81	5	occurrences	occurrence	NOUN
bracis-28419	81	6	and	and	CCONJ
bracis-28419	81	7	percentage	percentage	NOUN
bracis-28419	81	8	per	per	ADP
bracis-28419	81	9	relation	relation	NOUN
bracis-28419	81	10	type	type	NOUN
bracis-28419	81	11	sorted	sort	VERB
bracis-28419	81	12	in	in	ADP
bracis-28419	81	13	decreasing	decrease	VERB
bracis-28419	81	14	order.full	order.full	ADJ
bracis-28419	81	15	size	size	NOUN
bracis-28419	81	16	table	table	NOUN
bracis-28419	81	17	3	3	NUM
bracis-28419	81	18	dataset	dataset	NOUN
bracis-28419	81	19	information	information	NOUN
bracis-28419	81	20	table	table	NOUN
bracis-28419	81	21	 	 	SPACE
bracis-28419	81	22	3	3	NUM
bracis-28419	81	23	shows	show	VERB
bracis-28419	81	24	overall	overall	ADJ
bracis-28419	81	25	statistics	statistic	NOUN
bracis-28419	81	26	of	of	ADP
bracis-28419	81	27	the	the	DET
bracis-28419	81	28	whole	whole	ADJ
bracis-28419	81	29	dataset	dataset	NOUN
bracis-28419	81	30	.	.	PUNCT
bracis-28419	82	1	table	table	NOUN
bracis-28419	82	2	 	 	SPACE
bracis-28419	82	3	4	4	NUM
bracis-28419	82	4	shows	show	VERB
bracis-28419	82	5	the	the	DET
bracis-28419	82	6	number	number	NOUN
bracis-28419	82	7	of	of	ADP
bracis-28419	82	8	annotations	annotation	NOUN
bracis-28419	82	9	per	per	ADP
bracis-28419	82	10	entity	entity	NOUN
bracis-28419	82	11	type	type	NOUN
bracis-28419	82	12	,	,	PUNCT
bracis-28419	82	13	while	while	SCONJ
bracis-28419	82	14	table	table	NOUN
bracis-28419	82	15	5	5	NUM
bracis-28419	82	16	covers	cover	VERB
bracis-28419	82	17	the	the	DET
bracis-28419	82	18	annotated	annotate	VERB
bracis-28419	82	19	relations	relation	NOUN
bracis-28419	82	20	.	.	PUNCT
bracis-28419	83	1	4	4	NUM
bracis-28419	83	2	experiments	experiment	NOUN
bracis-28419	83	3	setup	setup	VERB
bracis-28419	83	4	we	we	PRON
bracis-28419	83	5	conducted	conduct	VERB
bracis-28419	83	6	initial	initial	ADJ
bracis-28419	83	7	experiments	experiment	NOUN
bracis-28419	83	8	using	use	VERB
bracis-28419	83	9	methods	method	NOUN
bracis-28419	83	10	to	to	PART
bracis-28419	83	11	recognize	recognize	VERB
bracis-28419	83	12	entities	entity	NOUN
bracis-28419	83	13	and	and	CCONJ
bracis-28419	83	14	extract	extract	VERB
bracis-28419	83	15	relations	relation	NOUN
bracis-28419	83	16	.	.	PUNCT
bracis-28419	84	1	since	since	SCONJ
bracis-28419	84	2	the	the	DET
bracis-28419	84	3	dataset	dataset	NOUN
bracis-28419	84	4	is	be	AUX
bracis-28419	84	5	in	in	ADP
bracis-28419	84	6	brazilian	brazilian	ADJ
bracis-28419	84	7	portuguese	portuguese	NOUN
bracis-28419	84	8	,	,	PUNCT
bracis-28419	84	9	we	we	PRON
bracis-28419	84	10	chose	choose	VERB
bracis-28419	84	11	deep	deep	ADJ
bracis-28419	84	12	learning	learning	NOUN
bracis-28419	84	13	models	model	NOUN
bracis-28419	84	14	trained	train	VERB
bracis-28419	84	15	on	on	ADP
bracis-28419	84	16	multilingual	multilingual	ADJ
bracis-28419	84	17	and	and	CCONJ
bracis-28419	84	18	brazilian	brazilian	ADJ
bracis-28419	84	19	portuguese	portuguese	ADJ
bracis-28419	84	20	data	datum	NOUN
bracis-28419	84	21	.	.	PUNCT
bracis-28419	85	1	these	these	DET
bracis-28419	85	2	models	model	NOUN
bracis-28419	85	3	are	be	AUX
bracis-28419	85	4	multilingual	multilingual	ADJ
bracis-28419	85	5	bert	bert	NOUN
bracis-28419	85	6	(	(	PUNCT
bracis-28419	85	7	mbert	mbert	NOUN
bracis-28419	85	8	)	)	PUNCT
bracis-28419	85	9	,	,	PUNCT
bracis-28419	85	10	bertimbau	bertimbau	NOUN
bracis-28419	85	11	,	,	PUNCT
bracis-28419	85	12	and	and	CCONJ
bracis-28419	85	13	the	the	DET
bracis-28419	85	14	three	three	NUM
bracis-28419	85	15	different	different	ADJ
bracis-28419	85	16	versions	version	NOUN
bracis-28419	85	17	of	of	ADP
bracis-28419	85	18	biobertpt	biobertpt	NOUN
bracis-28419	85	19	:	:	PUNCT
bracis-28419	85	20	biobertpt	biobertpt	NOUN
bracis-28419	85	21	-	-	PUNCT
bracis-28419	85	22	bio	bio	NOUN
bracis-28419	85	23	,	,	PUNCT
bracis-28419	85	24	trained	train	VERB
bracis-28419	85	25	on	on	ADP
bracis-28419	85	26	portuguese	portuguese	ADJ
bracis-28419	85	27	biomedical	biomedical	ADJ
bracis-28419	85	28	texts	text	NOUN
bracis-28419	85	29	,	,	PUNCT
bracis-28419	85	30	biobertpt	biobertpt	NOUN
bracis-28419	85	31	-	-	PUNCT
bracis-28419	85	32	clin	clin	PROPN
bracis-28419	85	33	,	,	PUNCT
bracis-28419	85	34	trained	train	VERB
bracis-28419	85	35	on	on	ADP
bracis-28419	85	36	clinical	clinical	ADJ
bracis-28419	85	37	narratives	narrative	NOUN
bracis-28419	85	38	from	from	ADP
bracis-28419	85	39	electronic	electronic	ADJ
bracis-28419	85	40	health	health	NOUN
bracis-28419	85	41	records	record	NOUN
bracis-28419	85	42	from	from	ADP
bracis-28419	85	43	brazilian	brazilian	ADJ
bracis-28419	85	44	hospitals	hospital	NOUN
bracis-28419	85	45	,	,	PUNCT
bracis-28419	85	46	and	and	CCONJ
bracis-28419	85	47	biobertpt	biobertpt	NOUN
bracis-28419	85	48	-	-	PUNCT
bracis-28419	85	49	all	all	PRON
bracis-28419	85	50	,	,	PUNCT
bracis-28419	85	51	trained	train	VERB
bracis-28419	85	52	in	in	ADP
bracis-28419	85	53	both	both	CCONJ
bracis-28419	85	54	biomedical	biomedical	ADJ
bracis-28419	85	55	texts	text	NOUN
bracis-28419	85	56	and	and	CCONJ
bracis-28419	85	57	clinical	clinical	ADJ
bracis-28419	85	58	narratives	narrative	NOUN
bracis-28419	85	59	.	.	PUNCT
bracis-28419	86	1	regarding	regard	VERB
bracis-28419	86	2	the	the	DET
bracis-28419	86	3	training	training	NOUN
bracis-28419	86	4	setup	setup	NOUN
bracis-28419	86	5	,	,	PUNCT
bracis-28419	86	6	we	we	PRON
bracis-28419	86	7	randomly	randomly	ADV
bracis-28419	86	8	divided	divide	VERB
bracis-28419	86	9	the	the	DET
bracis-28419	86	10	505	505	NUM
bracis-28419	86	11	documents	document	NOUN
bracis-28419	86	12	into	into	ADP
bracis-28419	86	13	train	train	NOUN
bracis-28419	86	14	/	/	SYM
bracis-28419	86	15	dev	dev	PROPN
bracis-28419	86	16	/	/	SYM
bracis-28419	86	17	test	test	NOUN
bracis-28419	86	18	using	use	VERB
bracis-28419	86	19	the	the	DET
bracis-28419	86	20	split	split	NOUN
bracis-28419	86	21	0.8/0.1/0.1	0.8/0.1/0.1	NOUN
bracis-28419	86	22	,	,	PUNCT
bracis-28419	86	23	respectively	respectively	ADV
bracis-28419	86	24	,	,	PUNCT
bracis-28419	86	25	tuning	tune	VERB
bracis-28419	86	26	the	the	DET
bracis-28419	86	27	hyperparameters	hyperparameter	NOUN
bracis-28419	86	28	on	on	ADP
bracis-28419	86	29	the	the	DET
bracis-28419	86	30	development	development	NOUN
bracis-28419	86	31	set	set	VERB
bracis-28419	86	32	and	and	CCONJ
bracis-28419	86	33	reporting	report	VERB
bracis-28419	86	34	the	the	DET
bracis-28419	86	35	results	result	NOUN
bracis-28419	86	36	on	on	ADP
bracis-28419	86	37	the	the	DET
bracis-28419	86	38	test	test	NOUN
bracis-28419	86	39	set	set	VERB
bracis-28419	86	40	.	.	PUNCT
bracis-28419	87	1	to	to	PART
bracis-28419	87	2	run	run	VERB
bracis-28419	87	3	the	the	DET
bracis-28419	87	4	experiments	experiment	NOUN
bracis-28419	87	5	,	,	PUNCT
bracis-28419	87	6	we	we	PRON
bracis-28419	87	7	used	use	VERB
bracis-28419	87	8	one	one	NUM
bracis-28419	87	9	nvidia	nvidia	PROPN
bracis-28419	87	10	geforce	geforce	NOUN
bracis-28419	87	11	rtx	rtx	PROPN
bracis-28419	87	12	3090	3090	NUM
bracis-28419	87	13	gpu	gpu	NOUN
bracis-28419	87	14	.	.	PROPN
bracis-28419	88	1	as	as	ADP
bracis-28419	88	2	for	for	ADP
bracis-28419	88	3	models	model	NOUN
bracis-28419	88	4	,	,	PUNCT
bracis-28419	88	5	we	we	PRON
bracis-28419	88	6	trained	train	VERB
bracis-28419	88	7	a	a	DET
bracis-28419	88	8	baseline	baseline	ADJ
bracis-28419	88	9	conditional	conditional	ADJ
bracis-28419	88	10	random	random	ADJ
bracis-28419	88	11	field	field	NOUN
bracis-28419	88	12	(	(	PUNCT
bracis-28419	88	13	crf	crf	NOUN
bracis-28419	88	14	)	)	PUNCT
bracis-28419	88	15	for	for	ADP
bracis-28419	88	16	the	the	DET
bracis-28419	88	17	ner	ner	NOUN
bracis-28419	88	18	task	task	NOUN
bracis-28419	88	19	.	.	PUNCT
bracis-28419	89	1	we	we	PRON
bracis-28419	89	2	used	use	VERB
bracis-28419	89	3	a	a	DET
bracis-28419	89	4	portuguese	portuguese	ADJ
bracis-28419	89	5	model	model	NOUN
bracis-28419	89	6	from	from	ADP
bracis-28419	89	7	the	the	DET
bracis-28419	89	8	python	python	PROPN
bracis-28419	89	9	library	library	NOUN
bracis-28419	89	10	called	call	VERB
bracis-28419	89	11	spacy	spacy	NOUN
bracis-28419	89	12	[	[	X
bracis-28419	89	13	10	10	NUM
bracis-28419	89	14	]	]	PUNCT
bracis-28419	89	15	to	to	PART
bracis-28419	89	16	extract	extract	VERB
bracis-28419	89	17	a	a	DET
bracis-28419	89	18	set	set	NOUN
bracis-28419	89	19	of	of	ADP
bracis-28419	89	20	features	feature	NOUN
bracis-28419	89	21	.	.	PUNCT
bracis-28419	90	1	table	table	NOUN
bracis-28419	90	2	 	 	SPACE
bracis-28419	90	3	6	6	NUM
bracis-28419	90	4	shows	show	VERB
bracis-28419	90	5	the	the	DET
bracis-28419	90	6	used	use	VERB
bracis-28419	90	7	features	feature	NOUN
bracis-28419	90	8	.	.	PUNCT
bracis-28419	91	1	table	table	NOUN
bracis-28419	91	2	6	6	NUM
bracis-28419	91	3	.	.	PUNCT
bracis-28419	91	4	used	use	VERB
bracis-28419	91	5	crf	crf	NOUN
bracis-28419	91	6	features.full	features.full	NOUN
bracis-28419	91	7	size	size	NOUN
bracis-28419	91	8	table	table	NOUN
bracis-28419	91	9	for	for	ADP
bracis-28419	91	10	bert	bert	NOUN
bracis-28419	91	11	models	model	NOUN
bracis-28419	91	12	for	for	ADP
bracis-28419	91	13	the	the	DET
bracis-28419	91	14	ner	ner	NOUN
bracis-28419	91	15	task	task	NOUN
bracis-28419	91	16	,	,	PUNCT
bracis-28419	91	17	we	we	PRON
bracis-28419	91	18	used	use	VERB
bracis-28419	91	19	the	the	DET
bracis-28419	91	20	adam	adam	PROPN
bracis-28419	91	21	[	[	X
bracis-28419	91	22	14	14	NUM
bracis-28419	91	23	]	]	PUNCT
bracis-28419	91	24	optimizer	optimizer	NOUN
bracis-28419	91	25	with	with	ADP
bracis-28419	91	26	a	a	DET
bracis-28419	91	27	learning	learn	VERB
bracis-28419	91	28	rate	rate	NOUN
bracis-28419	91	29	of	of	ADP
bracis-28419	91	30	1e-5	1e-5	NUM
bracis-28419	91	31	and	and	CCONJ
bracis-28419	91	32	a	a	DET
bracis-28419	91	33	maximum	maximum	ADJ
bracis-28419	91	34	length	length	NOUN
bracis-28419	91	35	of	of	ADP
bracis-28419	91	36	512	512	NUM
bracis-28419	91	37	.	.	PUNCT
bracis-28419	92	1	moreover	moreover	ADV
bracis-28419	92	2	,	,	PUNCT
bracis-28419	92	3	we	we	PRON
bracis-28419	92	4	trained	train	VERB
bracis-28419	92	5	for	for	ADP
bracis-28419	92	6	50	50	NUM
bracis-28419	92	7	epochs	epoch	NOUN
bracis-28419	92	8	with	with	ADP
bracis-28419	92	9	early	early	ADJ
bracis-28419	92	10	stopping	stopping	NOUN
bracis-28419	92	11	of	of	ADP
bracis-28419	92	12	15	15	NUM
bracis-28419	92	13	epochs	epoch	NOUN
bracis-28419	92	14	and	and	CCONJ
bracis-28419	92	15	a	a	DET
bracis-28419	92	16	batch	batch	NOUN
bracis-28419	92	17	size	size	NOUN
bracis-28419	92	18	of	of	ADP
bracis-28419	92	19	64	64	NUM
bracis-28419	92	20	.	.	PUNCT
bracis-28419	93	1	regarding	regard	VERB
bracis-28419	93	2	the	the	DET
bracis-28419	93	3	relation	relation	NOUN
bracis-28419	93	4	extraction	extraction	NOUN
bracis-28419	93	5	task	task	NOUN
bracis-28419	93	6	,	,	PUNCT
bracis-28419	93	7	we	we	PRON
bracis-28419	93	8	experimented	experiment	VERB
bracis-28419	93	9	with	with	ADP
bracis-28419	93	10	a	a	DET
bracis-28419	93	11	baseline	baseline	ADJ
bracis-28419	93	12	support	support	NOUN
bracis-28419	93	13	vector	vector	NOUN
bracis-28419	93	14	machine	machine	NOUN
bracis-28419	93	15	(	(	PUNCT
bracis-28419	93	16	svm	svm	PROPN
bracis-28419	93	17	)	)	PUNCT
bracis-28419	93	18	model	model	NOUN
bracis-28419	93	19	,	,	PUNCT
bracis-28419	93	20	using	use	VERB
bracis-28419	93	21	the	the	DET
bracis-28419	93	22	one	one	NUM
bracis-28419	93	23	-	-	PUNCT
bracis-28419	93	24	vs	vs	ADP
bracis-28419	93	25	-	-	PUNCT
bracis-28419	93	26	the	the	DET
bracis-28419	93	27	-	-	PUNCT
bracis-28419	93	28	rest	rest	NOUN
bracis-28419	93	29	(	(	PUNCT
bracis-28419	93	30	ovr	ovr	PROPN
bracis-28419	93	31	)	)	PUNCT
bracis-28419	93	32	multiclass	multiclass	ADJ
bracis-28419	93	33	strategy	strategy	NOUN
bracis-28419	93	34	from	from	ADP
bracis-28419	93	35	scikit	scikit	NOUN
bracis-28419	93	36	-	-	PUNCT
bracis-28419	93	37	learn	learn	VERB
bracis-28419	93	38	[	[	X
bracis-28419	93	39	16	16	NUM
bracis-28419	93	40	]	]	PUNCT
bracis-28419	93	41	python	python	PROPN
bracis-28419	93	42	library	library	NOUN
bracis-28419	93	43	.	.	PUNCT
bracis-28419	94	1	considering	consider	VERB
bracis-28419	94	2	bert	bert	PROPN
bracis-28419	94	3	for	for	ADP
bracis-28419	94	4	relation	relation	NOUN
bracis-28419	94	5	extraction	extraction	NOUN
bracis-28419	94	6	,	,	PUNCT
bracis-28419	94	7	we	we	PRON
bracis-28419	94	8	used	use	VERB
bracis-28419	94	9	7e-5	7e-5	PROPN
bracis-28419	94	10	as	as	ADP
bracis-28419	94	11	the	the	DET
bracis-28419	94	12	learning	learning	NOUN
bracis-28419	94	13	rate	rate	NOUN
bracis-28419	94	14	with	with	ADP
bracis-28419	94	15	adam	adam	PROPN
bracis-28419	94	16	optimizer	optimizer	NOUN
bracis-28419	94	17	and	and	CCONJ
bracis-28419	94	18	max	max	PROPN
bracis-28419	94	19	length	length	NOUN
bracis-28419	94	20	of	of	ADP
bracis-28419	94	21	512	512	NUM
bracis-28419	94	22	,	,	PUNCT
bracis-28419	94	23	training	train	VERB
bracis-28419	94	24	for	for	ADP
bracis-28419	94	25	11	11	NUM
bracis-28419	94	26	epochs	epoch	NOUN
bracis-28419	94	27	,	,	PUNCT
bracis-28419	94	28	and	and	CCONJ
bracis-28419	94	29	a	a	DET
bracis-28419	94	30	batch	batch	NOUN
bracis-28419	94	31	size	size	NOUN
bracis-28419	94	32	of	of	ADP
bracis-28419	94	33	32	32	NUM
bracis-28419	94	34	.	.	PUNCT
bracis-28419	95	1	we	we	PRON
bracis-28419	95	2	considered	consider	VERB
bracis-28419	95	3	the	the	DET
bracis-28419	95	4	following	follow	VERB
bracis-28419	95	5	metrics	metric	NOUN
bracis-28419	95	6	for	for	ADP
bracis-28419	95	7	evaluation	evaluation	NOUN
bracis-28419	95	8	:	:	PUNCT
bracis-28419	95	9	precision	precision	NOUN
bracis-28419	95	10	,	,	PUNCT
bracis-28419	95	11	recall	recall	NOUN
bracis-28419	95	12	,	,	PUNCT
bracis-28419	95	13	and	and	CCONJ
bracis-28419	95	14	f1	f1	PROPN
bracis-28419	95	15	score	score	NOUN
bracis-28419	95	16	.	.	PUNCT
bracis-28419	96	1	we	we	PRON
bracis-28419	96	2	reported	report	VERB
bracis-28419	96	3	the	the	DET
bracis-28419	96	4	weighted	weighted	ADJ
bracis-28419	96	5	average	average	ADJ
bracis-28419	96	6	f1	f1	NOUN
bracis-28419	96	7	score	score	NOUN
bracis-28419	96	8	,	,	PUNCT
bracis-28419	96	9	averaging	average	VERB
bracis-28419	96	10	the	the	DET
bracis-28419	96	11	support	support	NOUN
bracis-28419	96	12	weighted	weight	VERB
bracis-28419	96	13	mean	mean	ADV
bracis-28419	96	14	per	per	ADP
bracis-28419	96	15	label	label	NOUN
bracis-28419	96	16	.	.	PUNCT
bracis-28419	97	1	all	all	DET
bracis-28419	97	2	metrics	metric	NOUN
bracis-28419	97	3	are	be	AUX
bracis-28419	97	4	considering	consider	VERB
bracis-28419	97	5	exact	exact	ADJ
bracis-28419	97	6	matches	match	NOUN
bracis-28419	97	7	.	.	PUNCT
bracis-28419	98	1	in	in	ADP
bracis-28419	98	2	addition	addition	NOUN
bracis-28419	98	3	,	,	PUNCT
bracis-28419	98	4	we	we	PRON
bracis-28419	98	5	computed	compute	VERB
bracis-28419	98	6	results	result	NOUN
bracis-28419	98	7	considering	consider	VERB
bracis-28419	98	8	all	all	DET
bracis-28419	98	9	classes	class	NOUN
bracis-28419	98	10	and	and	CCONJ
bracis-28419	98	11	,	,	PUNCT
bracis-28419	98	12	for	for	ADP
bracis-28419	98	13	the	the	DET
bracis-28419	98	14	best	well	ADV
bracis-28419	98	15	-	-	PUNCT
bracis-28419	98	16	performing	perform	VERB
bracis-28419	98	17	model	model	NOUN
bracis-28419	98	18	,	,	PUNCT
bracis-28419	98	19	we	we	PRON
bracis-28419	98	20	reported	report	VERB
bracis-28419	98	21	metrics	metric	NOUN
bracis-28419	98	22	for	for	ADP
bracis-28419	98	23	each	each	DET
bracis-28419	98	24	label	label	NOUN
bracis-28419	98	25	.	.	PUNCT
bracis-28419	99	1	5	5	NUM
bracis-28419	99	2	results	result	NOUN
bracis-28419	99	3	table	table	NOUN
bracis-28419	99	4	 	 	SPACE
bracis-28419	99	5	7	7	NUM
bracis-28419	99	6	shows	show	VERB
bracis-28419	99	7	the	the	DET
bracis-28419	99	8	results	result	NOUN
bracis-28419	99	9	for	for	ADP
bracis-28419	99	10	ner	ner	NOUN
bracis-28419	99	11	models	model	NOUN
bracis-28419	99	12	.	.	PUNCT
bracis-28419	100	1	we	we	PRON
bracis-28419	100	2	trained	train	VERB
bracis-28419	100	3	baseline	baseline	PROPN
bracis-28419	100	4	crf	crf	PROPN
bracis-28419	100	5	and	and	CCONJ
bracis-28419	100	6	bert	bert	NOUN
bracis-28419	100	7	-	-	PUNCT
bracis-28419	100	8	based	base	VERB
bracis-28419	100	9	models	model	NOUN
bracis-28419	100	10	.	.	PUNCT
bracis-28419	101	1	the	the	DET
bracis-28419	101	2	best	good	ADJ
bracis-28419	101	3	one	one	NUM
bracis-28419	101	4	concerning	concern	VERB
bracis-28419	101	5	f1	f1	NOUN
bracis-28419	101	6	score	score	NOUN
bracis-28419	101	7	is	be	AUX
bracis-28419	101	8	the	the	DET
bracis-28419	101	9	biobertpt	biobertpt	NOUN
bracis-28419	101	10	-	-	PUNCT
bracis-28419	101	11	clin	clin	PROPN
bracis-28419	101	12	model	model	NOUN
bracis-28419	101	13	,	,	PUNCT
bracis-28419	101	14	outperforming	outperform	VERB
bracis-28419	101	15	biobertpt	biobertpt	NOUN
bracis-28419	101	16	-	-	PUNCT
bracis-28419	101	17	all	all	PRON
bracis-28419	101	18	by	by	ADP
bracis-28419	101	19	0.9	0.9	NUM
bracis-28419	101	20	points	point	NOUN
bracis-28419	101	21	.	.	PUNCT
bracis-28419	102	1	also	also	ADV
bracis-28419	102	2	,	,	PUNCT
bracis-28419	102	3	bertimbau	bertimbau	NOUN
bracis-28419	102	4	did	do	AUX
bracis-28419	102	5	not	not	PART
bracis-28419	102	6	perform	perform	VERB
bracis-28419	102	7	well	well	ADV
bracis-28419	102	8	with	with	ADP
bracis-28419	102	9	an	an	DET
bracis-28419	102	10	f1	f1	ADJ
bracis-28419	102	11	score	score	NOUN
bracis-28419	102	12	5.3	5.3	NUM
bracis-28419	102	13	points	point	NOUN
bracis-28419	102	14	lower	low	ADJ
bracis-28419	102	15	than	than	ADP
bracis-28419	102	16	the	the	DET
bracis-28419	102	17	second	second	ADV
bracis-28419	102	18	-	-	PUNCT
bracis-28419	102	19	lowest	low	ADJ
bracis-28419	102	20	.	.	PUNCT
bracis-28419	103	1	to	to	PART
bracis-28419	103	2	evaluate	evaluate	VERB
bracis-28419	103	3	the	the	DET
bracis-28419	103	4	relation	relation	NOUN
bracis-28419	103	5	extraction	extraction	NOUN
bracis-28419	103	6	task	task	NOUN
bracis-28419	103	7	,	,	PUNCT
bracis-28419	103	8	we	we	PRON
bracis-28419	103	9	experimented	experiment	VERB
bracis-28419	103	10	using	use	VERB
bracis-28419	103	11	the	the	DET
bracis-28419	103	12	two	two	NUM
bracis-28419	103	13	models	model	NOUN
bracis-28419	103	14	:	:	PUNCT
bracis-28419	103	15	svm	svm	PROPN
bracis-28419	103	16	,	,	PUNCT
bracis-28419	103	17	as	as	ADP
bracis-28419	103	18	the	the	DET
bracis-28419	103	19	baseline	baseline	NOUN
bracis-28419	103	20	,	,	PUNCT
bracis-28419	103	21	and	and	CCONJ
bracis-28419	103	22	bert	bert	PROPN
bracis-28419	103	23	for	for	ADP
bracis-28419	103	24	relation	relation	NOUN
bracis-28419	103	25	extraction	extraction	NOUN
bracis-28419	103	26	(	(	PUNCT
bracis-28419	103	27	bert	bert	NOUN
bracis-28419	103	28	-	-	PUNCT
bracis-28419	103	29	re	re	NOUN
bracis-28419	103	30	)	)	PUNCT
bracis-28419	103	31	from	from	ADP
bracis-28419	103	32	[	[	X
bracis-28419	103	33	21	21	NUM
bracis-28419	103	34	]	]	PUNCT
bracis-28419	103	35	,	,	PUNCT
bracis-28419	103	36	using	use	VERB
bracis-28419	103	37	mbert	mbert	NOUN
bracis-28419	103	38	as	as	ADP
bracis-28419	103	39	the	the	DET
bracis-28419	103	40	bert	bert	PROPN
bracis-28419	103	41	encoder	encoder	NOUN
bracis-28419	103	42	.	.	PUNCT
bracis-28419	104	1	table	table	NOUN
bracis-28419	104	2	 	 	SPACE
bracis-28419	104	3	8	8	NUM
bracis-28419	104	4	shows	show	VERB
bracis-28419	104	5	the	the	DET
bracis-28419	104	6	result	result	NOUN
bracis-28419	104	7	for	for	ADP
bracis-28419	104	8	both	both	DET
bracis-28419	104	9	relation	relation	NOUN
bracis-28419	104	10	extraction	extraction	NOUN
bracis-28419	104	11	models	model	NOUN
bracis-28419	104	12	.	.	PUNCT
bracis-28419	105	1	we	we	PRON
bracis-28419	105	2	can	can	AUX
bracis-28419	105	3	observe	observe	VERB
bracis-28419	105	4	that	that	SCONJ
bracis-28419	105	5	,	,	PUNCT
bracis-28419	105	6	although	although	SCONJ
bracis-28419	105	7	svm	svm	NOUN
bracis-28419	105	8	has	have	VERB
bracis-28419	105	9	higher	high	ADJ
bracis-28419	105	10	precision	precision	NOUN
bracis-28419	105	11	than	than	ADP
bracis-28419	105	12	bert	bert	NOUN
bracis-28419	105	13	-	-	PUNCT
bracis-28419	105	14	re	re	PROPN
bracis-28419	105	15	,	,	PUNCT
bracis-28419	105	16	the	the	DET
bracis-28419	105	17	latter	latter	ADJ
bracis-28419	105	18	performs	perform	VERB
bracis-28419	105	19	better	well	ADV
bracis-28419	105	20	overall	overall	ADV
bracis-28419	105	21	with	with	ADP
bracis-28419	105	22	17	17	NUM
bracis-28419	105	23	points	point	NOUN
bracis-28419	105	24	of	of	ADP
bracis-28419	105	25	f1	f1	ADJ
bracis-28419	105	26	score	score	NOUN
bracis-28419	105	27	difference	difference	NOUN
bracis-28419	105	28	.	.	PUNCT
bracis-28419	106	1	we	we	PRON
bracis-28419	106	2	also	also	ADV
bracis-28419	106	3	provide	provide	VERB
bracis-28419	106	4	an	an	DET
bracis-28419	106	5	in	in	ADP
bracis-28419	106	6	-	-	PUNCT
bracis-28419	106	7	depth	depth	NOUN
bracis-28419	106	8	analysis	analysis	NOUN
bracis-28419	106	9	of	of	ADP
bracis-28419	106	10	the	the	DET
bracis-28419	106	11	best	well	ADV
bracis-28419	106	12	-	-	PUNCT
bracis-28419	106	13	performing	perform	VERB
bracis-28419	106	14	model	model	NOUN
bracis-28419	106	15	in	in	ADP
bracis-28419	106	16	ner	ner	NOUN
bracis-28419	106	17	and	and	CCONJ
bracis-28419	106	18	re	re	NOUN
bracis-28419	106	19	.	.	PROPN
bracis-28419	106	20	table	table	NOUN
bracis-28419	106	21	 	 	SPACE
bracis-28419	106	22	9	9	NUM
bracis-28419	106	23	shows	show	VERB
bracis-28419	106	24	detailed	detailed	ADJ
bracis-28419	106	25	results	result	NOUN
bracis-28419	106	26	for	for	ADP
bracis-28419	106	27	the	the	DET
bracis-28419	106	28	entity	entity	NOUN
bracis-28419	106	29	recognition	recognition	NOUN
bracis-28419	106	30	biobertpt	biobertpt	PROPN
bracis-28419	106	31	-	-	PUNCT
bracis-28419	106	32	clin	clin	PROPN
bracis-28419	106	33	model	model	NOUN
bracis-28419	106	34	.	.	PUNCT
bracis-28419	107	1	the	the	DET
bracis-28419	107	2	method	method	NOUN
bracis-28419	107	3	produced	produce	VERB
bracis-28419	107	4	good	good	ADJ
bracis-28419	107	5	scores	score	NOUN
bracis-28419	107	6	(	(	PUNCT
bracis-28419	107	7	>	>	X
bracis-28419	107	8	80	80	NUM
bracis-28419	107	9	%	%	NOUN
bracis-28419	107	10	)	)	PUNCT
bracis-28419	107	11	for	for	ADP
bracis-28419	107	12	the	the	DET
bracis-28419	107	13	three	three	NUM
bracis-28419	107	14	entities	entity	NOUN
bracis-28419	107	15	with	with	ADP
bracis-28419	107	16	the	the	DET
bracis-28419	107	17	largest	large	ADJ
bracis-28419	107	18	number	number	NOUN
bracis-28419	107	19	of	of	ADP
bracis-28419	107	20	examples	example	NOUN
bracis-28419	107	21	:	:	PUNCT
bracis-28419	107	22	food	food	NOUN
bracis-28419	107	23	,	,	PUNCT
bracis-28419	107	24	complication	complication	NOUN
bracis-28419	107	25	,	,	PUNCT
bracis-28419	107	26	and	and	CCONJ
bracis-28419	107	27	symptom	symptom	NOUN
bracis-28419	107	28	.	.	PUNCT
bracis-28419	108	1	however	however	ADV
bracis-28419	108	2	,	,	PUNCT
bracis-28419	108	3	for	for	ADP
bracis-28419	108	4	some	some	DET
bracis-28419	108	5	entities	entity	NOUN
bracis-28419	108	6	with	with	ADP
bracis-28419	108	7	few	few	ADJ
bracis-28419	108	8	examples	example	NOUN
bracis-28419	108	9	,	,	PUNCT
bracis-28419	108	10	the	the	DET
bracis-28419	108	11	model	model	NOUN
bracis-28419	108	12	was	be	AUX
bracis-28419	108	13	not	not	PART
bracis-28419	108	14	able	able	ADJ
bracis-28419	108	15	to	to	PART
bracis-28419	108	16	perform	perform	VERB
bracis-28419	108	17	good	good	ADJ
bracis-28419	108	18	predictions	prediction	NOUN
bracis-28419	108	19	(	(	PUNCT
bracis-28419	108	20	<	<	X
bracis-28419	108	21	60	60	NUM
bracis-28419	108	22	%	%	NOUN
bracis-28419	108	23	):	):	PUNCT
bracis-28419	108	24	test	test	NOUN
bracis-28419	108	25	,	,	PUNCT
bracis-28419	108	26	time	time	NOUN
bracis-28419	108	27	,	,	PUNCT
bracis-28419	108	28	and	and	CCONJ
bracis-28419	108	29	set	set	VERB
bracis-28419	108	30	.	.	PUNCT
bracis-28419	109	1	table	table	NOUN
bracis-28419	109	2	 	 	SPACE
bracis-28419	109	3	10	10	NUM
bracis-28419	109	4	describes	describe	VERB
bracis-28419	109	5	an	an	DET
bracis-28419	109	6	in	in	ADP
bracis-28419	109	7	-	-	PUNCT
bracis-28419	109	8	depth	depth	NOUN
bracis-28419	109	9	analysis	analysis	NOUN
bracis-28419	109	10	of	of	ADP
bracis-28419	109	11	bert	bert	NOUN
bracis-28419	109	12	-	-	PUNCT
bracis-28419	109	13	re	re	NOUN
bracis-28419	109	14	performance	performance	NOUN
bracis-28419	109	15	for	for	ADP
bracis-28419	109	16	each	each	DET
bracis-28419	109	17	relation	relation	NOUN
bracis-28419	109	18	type	type	NOUN
bracis-28419	109	19	.	.	PUNCT
bracis-28419	110	1	similarly	similarly	ADV
bracis-28419	110	2	to	to	ADP
bracis-28419	110	3	ner	ner	NOUN
bracis-28419	110	4	results	result	NOUN
bracis-28419	110	5	,	,	PUNCT
bracis-28419	110	6	the	the	DET
bracis-28419	110	7	model	model	NOUN
bracis-28419	110	8	performs	perform	VERB
bracis-28419	110	9	well	well	ADV
bracis-28419	110	10	for	for	ADP
bracis-28419	110	11	the	the	DET
bracis-28419	110	12	relation	relation	NOUN
bracis-28419	110	13	with	with	ADP
bracis-28419	110	14	most	most	ADJ
bracis-28419	110	15	examples	example	NOUN
bracis-28419	110	16	(	(	PUNCT
bracis-28419	110	17	has	have	VERB
bracis-28419	110	18	)	)	PUNCT
bracis-28419	110	19	and	and	CCONJ
bracis-28419	110	20	falls	fall	VERB
bracis-28419	110	21	short	short	ADJ
bracis-28419	110	22	in	in	ADP
bracis-28419	110	23	relations	relation	NOUN
bracis-28419	110	24	with	with	ADP
bracis-28419	110	25	few	few	ADJ
bracis-28419	110	26	examples	example	NOUN
bracis-28419	110	27	:	:	PUNCT
bracis-28419	110	28	causes	cause	NOUN
bracis-28419	110	29	and	and	CCONJ
bracis-28419	110	30	prevents	prevent	NOUN
bracis-28419	110	31	.	.	PUNCT
bracis-28419	111	1	table	table	NOUN
bracis-28419	111	2	7	7	NUM
bracis-28419	111	3	.	.	PUNCT
bracis-28419	112	1	experiments	experiment	NOUN
bracis-28419	112	2	for	for	ADP
bracis-28419	112	3	entity	entity	NOUN
bracis-28419	112	4	recognition	recognition	NOUN
bracis-28419	112	5	models	model	NOUN
bracis-28419	112	6	.	.	PUNCT
bracis-28419	113	1	the	the	DET
bracis-28419	113	2	best	good	ADJ
bracis-28419	113	3	scores	score	NOUN
bracis-28419	113	4	are	be	AUX
bracis-28419	113	5	highlighted	highlight	VERB
bracis-28419	113	6	in	in	ADP
bracis-28419	113	7	bold.full	bold.full	NUM
bracis-28419	113	8	size	size	NOUN
bracis-28419	113	9	table	table	NOUN
bracis-28419	113	10	table	table	NOUN
bracis-28419	113	11	8	8	NUM
bracis-28419	113	12	.	.	PUNCT
bracis-28419	114	1	experiments	experiment	NOUN
bracis-28419	114	2	for	for	ADP
bracis-28419	114	3	relation	relation	NOUN
bracis-28419	114	4	extraction	extraction	NOUN
bracis-28419	114	5	models	model	NOUN
bracis-28419	114	6	.	.	PUNCT
bracis-28419	115	1	the	the	DET
bracis-28419	115	2	best	good	ADJ
bracis-28419	115	3	scores	score	NOUN
bracis-28419	115	4	are	be	AUX
bracis-28419	115	5	highlighted	highlight	VERB
bracis-28419	115	6	in	in	ADP
bracis-28419	115	7	bold.full	bold.full	NUM
bracis-28419	115	8	size	size	NOUN
bracis-28419	115	9	table	table	NOUN
bracis-28419	115	10	table	table	NOUN
bracis-28419	115	11	9	9	NUM
bracis-28419	115	12	.	.	PUNCT
bracis-28419	116	1	detailed	detail	VERB
bracis-28419	116	2	results	result	NOUN
bracis-28419	116	3	for	for	ADP
bracis-28419	116	4	the	the	DET
bracis-28419	116	5	best	good	ADJ
bracis-28419	116	6	entity	entity	NOUN
bracis-28419	116	7	recognition	recognition	NOUN
bracis-28419	116	8	model	model	NOUN
bracis-28419	116	9	(	(	PUNCT
bracis-28419	116	10	biobertpt	biobertpt	NOUN
bracis-28419	116	11	-	-	PUNCT
bracis-28419	116	12	clin).full	clin).full	NOUN
bracis-28419	116	13	size	size	NOUN
bracis-28419	116	14	table	table	NOUN
bracis-28419	116	15	table	table	NOUN
bracis-28419	116	16	10	10	NUM
bracis-28419	116	17	.	.	PUNCT
bracis-28419	117	1	detailed	detail	VERB
bracis-28419	117	2	results	result	NOUN
bracis-28419	117	3	for	for	ADP
bracis-28419	117	4	the	the	DET
bracis-28419	117	5	best	good	ADJ
bracis-28419	117	6	relation	relation	NOUN
bracis-28419	117	7	extraction	extraction	NOUN
bracis-28419	117	8	model	model	NOUN
bracis-28419	117	9	(	(	PUNCT
bracis-28419	117	10	bert	bert	NOUN
bracis-28419	117	11	-	-	PUNCT
bracis-28419	117	12	re).full	re).full	ADJ
bracis-28419	117	13	size	size	NOUN
bracis-28419	117	14	table	table	NOUN
bracis-28419	117	15	6	6	NUM
bracis-28419	117	16	discussion	discussion	NOUN
bracis-28419	117	17	in	in	ADP
bracis-28419	117	18	this	this	DET
bracis-28419	117	19	study	study	NOUN
bracis-28419	117	20	,	,	PUNCT
bracis-28419	117	21	we	we	PRON
bracis-28419	117	22	introduced	introduce	VERB
bracis-28419	117	23	a	a	DET
bracis-28419	117	24	novel	novel	NOUN
bracis-28419	117	25	dataset	dataset	NOUN
bracis-28419	117	26	and	and	CCONJ
bracis-28419	117	27	models	model	NOUN
bracis-28419	117	28	for	for	ADP
bracis-28419	117	29	ner	ner	NOUN
bracis-28419	117	30	and	and	CCONJ
bracis-28419	117	31	re	re	NOUN
bracis-28419	117	32	tasks	task	NOUN
bracis-28419	117	33	,	,	PUNCT
bracis-28419	117	34	gathering	gather	VERB
bracis-28419	117	35	answers	answer	NOUN
bracis-28419	117	36	written	write	VERB
bracis-28419	117	37	by	by	ADP
bracis-28419	117	38	health	health	NOUN
bracis-28419	117	39	professionals	professional	NOUN
bracis-28419	117	40	about	about	ADP
bracis-28419	117	41	diabetes	diabetes	NOUN
bracis-28419	117	42	mellitus	mellitus	NOUN
bracis-28419	117	43	to	to	ADP
bracis-28419	117	44	online	online	PROPN
bracis-28419	117	45	forum	forum	PROPN
bracis-28419	117	46	users	user	NOUN
bracis-28419	117	47	.	.	PUNCT
bracis-28419	118	1	corpus	corpus	PROPN
bracis-28419	118	2	.	.	PUNCT
bracis-28419	119	1	we	we	PRON
bracis-28419	119	2	found	find	VERB
bracis-28419	119	3	that	that	SCONJ
bracis-28419	119	4	the	the	DET
bracis-28419	119	5	entities	entity	NOUN
bracis-28419	119	6	food	food	NOUN
bracis-28419	119	7	and	and	CCONJ
bracis-28419	119	8	complication	complication	NOUN
bracis-28419	119	9	were	be	AUX
bracis-28419	119	10	the	the	DET
bracis-28419	119	11	most	most	ADV
bracis-28419	119	12	annotated	annotate	VERB
bracis-28419	119	13	in	in	ADP
bracis-28419	119	14	the	the	DET
bracis-28419	119	15	corpus	corpus	NOUN
bracis-28419	119	16	.	.	PUNCT
bracis-28419	120	1	also	also	ADV
bracis-28419	120	2	,	,	PUNCT
bracis-28419	120	3	nutrition	nutrition	NOUN
bracis-28419	120	4	is	be	AUX
bracis-28419	120	5	a	a	DET
bracis-28419	120	6	prevalent	prevalent	ADJ
bracis-28419	120	7	topic	topic	NOUN
bracis-28419	120	8	in	in	ADP
bracis-28419	120	9	online	online	ADJ
bracis-28419	120	10	forums	forum	NOUN
bracis-28419	120	11	,	,	PUNCT
bracis-28419	120	12	as	as	SCONJ
bracis-28419	120	13	people	people	NOUN
bracis-28419	120	14	with	with	ADP
bracis-28419	120	15	diabetes	diabetes	NOUN
bracis-28419	120	16	frequently	frequently	ADV
bracis-28419	120	17	inquire	inquire	VERB
bracis-28419	120	18	whether	whether	SCONJ
bracis-28419	120	19	they	they	PRON
bracis-28419	120	20	can	can	AUX
bracis-28419	120	21	or	or	CCONJ
bracis-28419	120	22	can	can	AUX
bracis-28419	120	23	not	not	PART
bracis-28419	120	24	consume	consume	VERB
bracis-28419	120	25	specific	specific	ADJ
bracis-28419	120	26	foods	food	NOUN
bracis-28419	120	27	,	,	PUNCT
bracis-28419	120	28	such	such	ADJ
bracis-28419	120	29	as	as	ADP
bracis-28419	120	30	chocolate	chocolate	NOUN
bracis-28419	120	31	,	,	PUNCT
bracis-28419	120	32	or	or	CCONJ
bracis-28419	120	33	alcoholic	alcoholic	ADJ
bracis-28419	120	34	drinks	drink	NOUN
bracis-28419	120	35	.	.	PUNCT
bracis-28419	121	1	similarly	similarly	ADV
bracis-28419	121	2	,	,	PUNCT
bracis-28419	121	3	people	people	NOUN
bracis-28419	121	4	are	be	AUX
bracis-28419	121	5	generally	generally	ADV
bracis-28419	121	6	keen	keen	ADJ
bracis-28419	121	7	on	on	ADP
bracis-28419	121	8	finding	find	VERB
bracis-28419	121	9	further	further	ADJ
bracis-28419	121	10	information	information	NOUN
bracis-28419	121	11	on	on	ADP
bracis-28419	121	12	diabetes	diabetes	NOUN
bracis-28419	121	13	-	-	PUNCT
bracis-28419	121	14	related	relate	VERB
bracis-28419	121	15	complications	complication	NOUN
bracis-28419	121	16	because	because	SCONJ
bracis-28419	121	17	they	they	PRON
bracis-28419	121	18	feel	feel	VERB
bracis-28419	121	19	specific	specific	ADJ
bracis-28419	121	20	symptoms	symptom	NOUN
bracis-28419	121	21	or	or	CCONJ
bracis-28419	121	22	want	want	VERB
bracis-28419	121	23	to	to	PART
bracis-28419	121	24	know	know	VERB
bracis-28419	121	25	about	about	ADP
bracis-28419	121	26	frequent	frequent	ADJ
bracis-28419	121	27	diabetes	diabetes	NOUN
bracis-28419	121	28	-	-	PUNCT
bracis-28419	121	29	related	relate	VERB
bracis-28419	121	30	complications	complication	NOUN
bracis-28419	121	31	.	.	PUNCT
bracis-28419	122	1	regarding	regard	VERB
bracis-28419	122	2	the	the	DET
bracis-28419	122	3	main	main	ADJ
bracis-28419	122	4	difficulties	difficulty	NOUN
bracis-28419	122	5	found	find	VERB
bracis-28419	122	6	in	in	ADP
bracis-28419	122	7	the	the	DET
bracis-28419	122	8	process	process	NOUN
bracis-28419	122	9	of	of	ADP
bracis-28419	122	10	annotating	annotate	VERB
bracis-28419	122	11	relations	relation	NOUN
bracis-28419	122	12	,	,	PUNCT
bracis-28419	122	13	despite	despite	SCONJ
bracis-28419	122	14	annotators	annotator	NOUN
bracis-28419	122	15	’	'	PUNCT
bracis-28419	122	16	prior	prior	ADJ
bracis-28419	122	17	training	training	NOUN
bracis-28419	122	18	and	and	CCONJ
bracis-28419	122	19	availability	availability	NOUN
bracis-28419	122	20	of	of	ADP
bracis-28419	122	21	guidelines	guideline	NOUN
bracis-28419	122	22	,	,	PUNCT
bracis-28419	122	23	some	some	DET
bracis-28419	122	24	entities	entity	NOUN
bracis-28419	122	25	were	be	AUX
bracis-28419	122	26	annotated	annotate	VERB
bracis-28419	122	27	as	as	ADP
bracis-28419	122	28	having	have	VERB
bracis-28419	122	29	a	a	DET
bracis-28419	122	30	different	different	ADJ
bracis-28419	122	31	extent	extent	NOUN
bracis-28419	122	32	in	in	ADP
bracis-28419	122	33	terms	term	NOUN
bracis-28419	122	34	of	of	ADP
bracis-28419	122	35	words	word	NOUN
bracis-28419	122	36	making	make	VERB
bracis-28419	122	37	up	up	ADP
bracis-28419	122	38	those	those	DET
bracis-28419	122	39	entities	entity	NOUN
bracis-28419	122	40	.	.	PUNCT
bracis-28419	123	1	thus	thus	ADV
bracis-28419	123	2	,	,	PUNCT
bracis-28419	123	3	“	"	PUNCT
bracis-28419	123	4	type	type	NOUN
bracis-28419	123	5	2	2	NUM
bracis-28419	123	6	diabetes	diabetes	NOUN
bracis-28419	123	7	”	"	PUNCT
bracis-28419	123	8	and	and	CCONJ
bracis-28419	123	9	“	"	PUNCT
bracis-28419	123	10	diabetes	diabetes	NOUN
bracis-28419	123	11	”	"	PUNCT
bracis-28419	123	12	are	be	AUX
bracis-28419	123	13	two	two	NUM
bracis-28419	123	14	different	different	ADJ
bracis-28419	123	15	annotations	annotation	NOUN
bracis-28419	123	16	that	that	PRON
bracis-28419	123	17	refer	refer	VERB
bracis-28419	123	18	to	to	ADP
bracis-28419	123	19	the	the	DET
bracis-28419	123	20	same	same	ADJ
bracis-28419	123	21	entity	entity	NOUN
bracis-28419	123	22	type	type	NOUN
bracis-28419	123	23	,	,	PUNCT
bracis-28419	123	24	“	"	PUNCT
bracis-28419	123	25	diabetestype	diabetestype	NOUN
bracis-28419	123	26	”	"	PUNCT
bracis-28419	123	27	.	.	PUNCT
bracis-28419	124	1	this	this	PRON
bracis-28419	124	2	ends	end	VERB
bracis-28419	124	3	up	up	ADP
bracis-28419	124	4	impacting	impact	VERB
bracis-28419	124	5	the	the	DET
bracis-28419	124	6	relation	relation	NOUN
bracis-28419	124	7	since	since	SCONJ
bracis-28419	124	8	a	a	DET
bracis-28419	124	9	relation	relation	NOUN
bracis-28419	124	10	is	be	AUX
bracis-28419	124	11	defined	define	VERB
bracis-28419	124	12	by	by	ADP
bracis-28419	124	13	a	a	DET
bracis-28419	124	14	pair	pair	NOUN
bracis-28419	124	15	of	of	ADP
bracis-28419	124	16	entities	entity	NOUN
bracis-28419	124	17	and	and	CCONJ
bracis-28419	124	18	a	a	DET
bracis-28419	124	19	relation	relation	NOUN
bracis-28419	124	20	type	type	NOUN
bracis-28419	124	21	,	,	PUNCT
bracis-28419	124	22	which	which	PRON
bracis-28419	124	23	can	can	AUX
bracis-28419	124	24	justify	justify	VERB
bracis-28419	124	25	our	our	PRON
bracis-28419	124	26	lower	low	ADJ
bracis-28419	124	27	agreement	agreement	NOUN
bracis-28419	124	28	for	for	ADP
bracis-28419	124	29	relation	relation	NOUN
bracis-28419	124	30	annotation	annotation	NOUN
bracis-28419	124	31	.	.	PUNCT
bracis-28419	125	1	so	so	ADV
bracis-28419	125	2	if	if	SCONJ
bracis-28419	125	3	two	two	NUM
bracis-28419	125	4	annotators	annotator	NOUN
bracis-28419	125	5	annotated	annotate	VERB
bracis-28419	125	6	the	the	DET
bracis-28419	125	7	same	same	ADJ
bracis-28419	125	8	relation	relation	NOUN
bracis-28419	125	9	type	type	NOUN
bracis-28419	125	10	holding	holding	NOUN
bracis-28419	125	11	between	between	ADP
bracis-28419	125	12	entities	entity	NOUN
bracis-28419	125	13	spanning	span	VERB
bracis-28419	125	14	different	different	ADJ
bracis-28419	125	15	extents	extent	NOUN
bracis-28419	125	16	in	in	ADP
bracis-28419	125	17	words	word	NOUN
bracis-28419	125	18	,	,	PUNCT
bracis-28419	125	19	the	the	DET
bracis-28419	125	20	resulting	result	VERB
bracis-28419	125	21	relations	relation	NOUN
bracis-28419	125	22	did	do	AUX
bracis-28419	125	23	not	not	PART
bracis-28419	125	24	match	match	VERB
bracis-28419	125	25	.	.	PUNCT
bracis-28419	126	1	further	far	ADV
bracis-28419	126	2	,	,	PUNCT
bracis-28419	126	3	as	as	SCONJ
bracis-28419	126	4	evidenced	evidence	VERB
bracis-28419	126	5	in	in	ADP
bracis-28419	126	6	[	[	X
bracis-28419	126	7	15	15	NUM
bracis-28419	126	8	]	]	PUNCT
bracis-28419	126	9	,	,	PUNCT
bracis-28419	126	10	temporal	temporal	ADJ
bracis-28419	126	11	relation	relation	NOUN
bracis-28419	126	12	extraction	extraction	NOUN
bracis-28419	126	13	,	,	PUNCT
bracis-28419	126	14	which	which	PRON
bracis-28419	126	15	is	be	AUX
bracis-28419	126	16	a	a	DET
bracis-28419	126	17	specific	specific	ADJ
bracis-28419	126	18	type	type	NOUN
bracis-28419	126	19	of	of	ADP
bracis-28419	126	20	relation	relation	NOUN
bracis-28419	126	21	extraction	extraction	NOUN
bracis-28419	126	22	,	,	PUNCT
bracis-28419	126	23	usually	usually	ADV
bracis-28419	126	24	has	have	VERB
bracis-28419	126	25	lower	low	ADJ
bracis-28419	126	26	agreement	agreement	NOUN
bracis-28419	126	27	than	than	SCONJ
bracis-28419	126	28	span	span	VERB
bracis-28419	126	29	annotation	annotation	NOUN
bracis-28419	126	30	.	.	PUNCT
bracis-28419	127	1	models	model	NOUN
bracis-28419	127	2	.	.	PUNCT
bracis-28419	128	1	for	for	ADP
bracis-28419	128	2	the	the	DET
bracis-28419	128	3	ner	ner	NOUN
bracis-28419	128	4	task	task	NOUN
bracis-28419	128	5	,	,	PUNCT
bracis-28419	128	6	among	among	ADP
bracis-28419	128	7	the	the	DET
bracis-28419	128	8	bert	bert	PROPN
bracis-28419	128	9	models	model	NOUN
bracis-28419	128	10	,	,	PUNCT
bracis-28419	128	11	we	we	PRON
bracis-28419	128	12	found	find	VERB
bracis-28419	128	13	that	that	SCONJ
bracis-28419	128	14	biobertpt	biobertpt	NOUN
bracis-28419	128	15	-	-	PUNCT
bracis-28419	128	16	clin	clin	PROPN
bracis-28419	128	17	,	,	PUNCT
bracis-28419	128	18	which	which	PRON
bracis-28419	128	19	leveraged	leverage	VERB
bracis-28419	128	20	clinical	clinical	ADJ
bracis-28419	128	21	data	datum	NOUN
bracis-28419	128	22	,	,	PUNCT
bracis-28419	128	23	had	have	VERB
bracis-28419	128	24	superior	superior	ADJ
bracis-28419	128	25	performance	performance	NOUN
bracis-28419	128	26	compared	compare	VERB
bracis-28419	128	27	to	to	ADP
bracis-28419	128	28	the	the	DET
bracis-28419	128	29	other	other	ADJ
bracis-28419	128	30	models	model	NOUN
bracis-28419	128	31	.	.	PUNCT
bracis-28419	129	1	both	both	PRON
bracis-28419	129	2	biobertpt	biobertpt	NOUN
bracis-28419	129	3	-	-	PUNCT
bracis-28419	129	4	clin	clin	PROPN
bracis-28419	129	5	and	and	CCONJ
bracis-28419	129	6	biobertpt	biobertpt	NOUN
bracis-28419	129	7	-	-	PUNCT
bracis-28419	129	8	all	all	PRON
bracis-28419	129	9	were	be	AUX
bracis-28419	129	10	trained	train	VERB
bracis-28419	129	11	on	on	ADP
bracis-28419	129	12	clinical	clinical	ADJ
bracis-28419	129	13	data	datum	NOUN
bracis-28419	129	14	and	and	CCONJ
bracis-28419	129	15	were	be	AUX
bracis-28419	129	16	initialized	initialize	VERB
bracis-28419	129	17	with	with	ADP
bracis-28419	129	18	the	the	DET
bracis-28419	129	19	weights	weight	NOUN
bracis-28419	129	20	from	from	ADP
bracis-28419	129	21	multilingual	multilingual	ADJ
bracis-28419	129	22	bert	bert	NOUN
bracis-28419	129	23	,	,	PUNCT
bracis-28419	129	24	so	so	SCONJ
bracis-28419	129	25	as	as	SCONJ
bracis-28419	129	26	expected	expect	VERB
bracis-28419	129	27	,	,	PUNCT
bracis-28419	129	28	these	these	DET
bracis-28419	129	29	models	model	NOUN
bracis-28419	129	30	achieved	achieve	VERB
bracis-28419	129	31	similar	similar	ADJ
bracis-28419	129	32	results	result	NOUN
bracis-28419	129	33	.	.	PUNCT
bracis-28419	130	1	it	it	PRON
bracis-28419	130	2	is	be	AUX
bracis-28419	130	3	also	also	ADV
bracis-28419	130	4	worth	worth	ADJ
bracis-28419	130	5	noting	note	VERB
bracis-28419	130	6	that	that	SCONJ
bracis-28419	130	7	,	,	PUNCT
bracis-28419	130	8	although	although	SCONJ
bracis-28419	130	9	trained	train	VERB
bracis-28419	130	10	on	on	ADP
bracis-28419	130	11	brazilian	brazilian	ADJ
bracis-28419	130	12	portuguese	portuguese	ADJ
bracis-28419	130	13	data	datum	NOUN
bracis-28419	130	14	,	,	PUNCT
bracis-28419	130	15	bertimbau	bertimbau	NOUN
bracis-28419	130	16	did	do	AUX
bracis-28419	130	17	not	not	PART
bracis-28419	130	18	perform	perform	VERB
bracis-28419	130	19	well	well	ADV
bracis-28419	130	20	.	.	PUNCT
bracis-28419	131	1	an	an	DET
bracis-28419	131	2	explanation	explanation	NOUN
bracis-28419	131	3	is	be	AUX
bracis-28419	131	4	that	that	SCONJ
bracis-28419	131	5	bertimbau	bertimbau	NOUN
bracis-28419	131	6	was	be	AUX
bracis-28419	131	7	trained	train	VERB
bracis-28419	131	8	on	on	ADP
bracis-28419	131	9	brwac	brwac	PROPN
bracis-28419	131	10	[	[	X
bracis-28419	131	11	23	23	NUM
bracis-28419	131	12	]	]	PUNCT
bracis-28419	131	13	,	,	PUNCT
bracis-28419	131	14	a	a	DET
bracis-28419	131	15	large	large	ADJ
bracis-28419	131	16	corpus	corpus	NOUN
bracis-28419	131	17	extracted	extract	VERB
bracis-28419	131	18	from	from	ADP
bracis-28419	131	19	the	the	DET
bracis-28419	131	20	web	web	NOUN
bracis-28419	131	21	,	,	PUNCT
bracis-28419	131	22	that	that	PRON
bracis-28419	131	23	differs	differ	VERB
bracis-28419	131	24	in	in	ADP
bracis-28419	131	25	vocabulary	vocabulary	NOUN
bracis-28419	131	26	and	and	CCONJ
bracis-28419	131	27	context	context	NOUN
bracis-28419	131	28	from	from	ADP
bracis-28419	131	29	bete	bete	PROPN
bracis-28419	131	30	medical	medical	PROPN
bracis-28419	131	31	data	data	PROPN
bracis-28419	131	32	.	.	PUNCT
bracis-28419	132	1	considering	consider	VERB
bracis-28419	132	2	relation	relation	NOUN
bracis-28419	132	3	extraction	extraction	NOUN
bracis-28419	132	4	,	,	PUNCT
bracis-28419	132	5	the	the	DET
bracis-28419	132	6	bert	bert	NOUN
bracis-28419	132	7	-	-	PUNCT
bracis-28419	132	8	based	base	VERB
bracis-28419	132	9	model	model	NOUN
bracis-28419	132	10	outperforms	outperform	VERB
bracis-28419	132	11	the	the	DET
bracis-28419	132	12	baseline	baseline	NOUN
bracis-28419	132	13	model	model	NOUN
bracis-28419	132	14	,	,	PUNCT
bracis-28419	132	15	showing	show	VERB
bracis-28419	132	16	the	the	DET
bracis-28419	132	17	dominance	dominance	NOUN
bracis-28419	132	18	of	of	ADP
bracis-28419	132	19	context	context	NOUN
bracis-28419	132	20	-	-	PUNCT
bracis-28419	132	21	aware	aware	ADJ
bracis-28419	132	22	embeddings	embedding	NOUN
bracis-28419	132	23	compared	compare	VERB
bracis-28419	132	24	to	to	ADP
bracis-28419	132	25	kernel	kernel	NOUN
bracis-28419	132	26	-	-	PUNCT
bracis-28419	132	27	based	base	VERB
bracis-28419	132	28	methods	method	NOUN
bracis-28419	132	29	that	that	PRON
bracis-28419	132	30	were	be	AUX
bracis-28419	132	31	dominant	dominant	ADJ
bracis-28419	132	32	in	in	ADP
bracis-28419	132	33	the	the	DET
bracis-28419	132	34	past	past	NOUN
bracis-28419	132	35	.	.	PUNCT
bracis-28419	133	1	7	7	NUM
bracis-28419	133	2	conclusion	conclusion	NOUN
bracis-28419	133	3	to	to	ADP
bracis-28419	133	4	the	the	DET
bracis-28419	133	5	best	good	ADJ
bracis-28419	133	6	of	of	ADP
bracis-28419	133	7	our	our	PRON
bracis-28419	133	8	knowledge	knowledge	NOUN
bracis-28419	133	9	,	,	PUNCT
bracis-28419	133	10	this	this	PRON
bracis-28419	133	11	is	be	AUX
bracis-28419	133	12	the	the	DET
bracis-28419	133	13	first	first	ADJ
bracis-28419	133	14	study	study	NOUN
bracis-28419	133	15	yielding	yield	VERB
bracis-28419	133	16	an	an	DET
bracis-28419	133	17	annotated	annotated	ADJ
bracis-28419	133	18	corpus	corpus	NOUN
bracis-28419	133	19	of	of	ADP
bracis-28419	133	20	ner	ner	NOUN
bracis-28419	133	21	in	in	ADP
bracis-28419	133	22	brazilian	brazilian	ADJ
bracis-28419	133	23	portuguese	portuguese	PROPN
bracis-28419	133	24	made	make	VERB
bracis-28419	133	25	up	up	ADP
bracis-28419	133	26	of	of	ADP
bracis-28419	133	27	diabetes	diabetes	NOUN
bracis-28419	133	28	-	-	PUNCT
bracis-28419	133	29	related	relate	VERB
bracis-28419	133	30	answers	answer	NOUN
bracis-28419	133	31	authored	author	VERB
bracis-28419	133	32	by	by	ADP
bracis-28419	133	33	domain	domain	NOUN
bracis-28419	133	34	specialists	specialist	NOUN
bracis-28419	133	35	in	in	ADP
bracis-28419	133	36	response	response	NOUN
bracis-28419	133	37	to	to	ADP
bracis-28419	133	38	questions	question	NOUN
bracis-28419	133	39	posed	pose	VERB
bracis-28419	133	40	by	by	ADP
bracis-28419	133	41	lay	lie	VERB
bracis-28419	133	42	users	user	NOUN
bracis-28419	133	43	.	.	PUNCT
bracis-28419	134	1	moreover	moreover	ADV
bracis-28419	134	2	,	,	PUNCT
bracis-28419	134	3	it	it	PRON
bracis-28419	134	4	contributes	contribute	VERB
bracis-28419	134	5	to	to	ADP
bracis-28419	134	6	the	the	DET
bracis-28419	134	7	research	research	NOUN
bracis-28419	134	8	field	field	NOUN
bracis-28419	134	9	by	by	ADP
bracis-28419	134	10	introducing	introduce	VERB
bracis-28419	134	11	resources	resource	NOUN
bracis-28419	134	12	for	for	ADP
bracis-28419	134	13	a	a	DET
bracis-28419	134	14	sensitive	sensitive	ADJ
bracis-28419	134	15	context	context	NOUN
bracis-28419	134	16	,	,	PUNCT
bracis-28419	134	17	such	such	ADJ
bracis-28419	134	18	as	as	ADP
bracis-28419	134	19	diabetes	diabete	NOUN
bracis-28419	134	20	,	,	PUNCT
bracis-28419	134	21	and	and	CCONJ
bracis-28419	134	22	creating	create	VERB
bracis-28419	134	23	models	model	NOUN
bracis-28419	134	24	for	for	ADP
bracis-28419	134	25	a	a	DET
bracis-28419	134	26	low	low	ADJ
bracis-28419	134	27	-	-	PUNCT
bracis-28419	134	28	resource	resource	NOUN
bracis-28419	134	29	language	language	NOUN
bracis-28419	134	30	,	,	PUNCT
bracis-28419	134	31	such	such	ADJ
bracis-28419	134	32	as	as	ADP
bracis-28419	134	33	brazilian	brazilian	ADJ
bracis-28419	134	34	portuguese	portuguese	PROPN
bracis-28419	134	35	.	.	PUNCT
bracis-28419	135	1	the	the	DET
bracis-28419	135	2	fine	fine	ADV
bracis-28419	135	3	-	-	PUNCT
bracis-28419	135	4	tuning	tuning	NOUN
bracis-28419	135	5	of	of	ADP
bracis-28419	135	6	models	model	NOUN
bracis-28419	135	7	leveraging	leverage	VERB
bracis-28419	135	8	clinical	clinical	ADJ
bracis-28419	135	9	data	datum	NOUN
bracis-28419	135	10	was	be	AUX
bracis-28419	135	11	found	find	VERB
bracis-28419	135	12	to	to	PART
bracis-28419	135	13	improve	improve	VERB
bracis-28419	135	14	the	the	DET
bracis-28419	135	15	results	result	NOUN
bracis-28419	135	16	.	.	PUNCT
bracis-28419	136	1	hence	hence	ADV
bracis-28419	136	2	,	,	PUNCT
bracis-28419	136	3	the	the	DET
bracis-28419	136	4	vocabulary	vocabulary	NOUN
bracis-28419	136	5	and	and	CCONJ
bracis-28419	136	6	the	the	DET
bracis-28419	136	7	context	context	NOUN
bracis-28419	136	8	from	from	ADP
bracis-28419	136	9	the	the	DET
bracis-28419	136	10	clinical	clinical	ADJ
bracis-28419	136	11	context	context	NOUN
bracis-28419	136	12	boosted	boost	VERB
bracis-28419	136	13	the	the	DET
bracis-28419	136	14	model	model	NOUN
bracis-28419	136	15	’s	’s	PART
bracis-28419	136	16	ability	ability	NOUN
bracis-28419	136	17	to	to	PART
bracis-28419	136	18	predict	predict	VERB
bracis-28419	136	19	entities	entity	NOUN
bracis-28419	136	20	.	.	PUNCT
bracis-28419	137	1	we	we	PRON
bracis-28419	137	2	plan	plan	VERB
bracis-28419	137	3	to	to	PART
bracis-28419	137	4	expand	expand	VERB
bracis-28419	137	5	our	our	PRON
bracis-28419	137	6	corpus	corpus	NOUN
bracis-28419	137	7	in	in	ADP
bracis-28419	137	8	future	future	ADJ
bracis-28419	137	9	work	work	NOUN
bracis-28419	137	10	,	,	PUNCT
bracis-28419	137	11	especially	especially	ADV
bracis-28419	137	12	for	for	ADP
bracis-28419	137	13	the	the	DET
bracis-28419	137	14	categories	category	NOUN
bracis-28419	137	15	of	of	ADP
bracis-28419	137	16	entities	entity	NOUN
bracis-28419	137	17	and	and	CCONJ
bracis-28419	137	18	relations	relation	NOUN
bracis-28419	137	19	that	that	PRON
bracis-28419	137	20	have	have	VERB
bracis-28419	137	21	a	a	DET
bracis-28419	137	22	small	small	ADJ
bracis-28419	137	23	number	number	NOUN
bracis-28419	137	24	of	of	ADP
bracis-28419	137	25	instances	instance	NOUN
bracis-28419	137	26	.	.	PUNCT
bracis-28419	137	27	8	8	NUM
bracis-28419	137	28	limitations	limitation	NOUN
bracis-28419	137	29	among	among	ADP
bracis-28419	137	30	the	the	DET
bracis-28419	137	31	limitations	limitation	NOUN
bracis-28419	137	32	of	of	ADP
bracis-28419	137	33	our	our	PRON
bracis-28419	137	34	study	study	NOUN
bracis-28419	137	35	is	be	AUX
bracis-28419	137	36	the	the	DET
bracis-28419	137	37	size	size	NOUN
bracis-28419	137	38	of	of	ADP
bracis-28419	137	39	our	our	PRON
bracis-28419	137	40	dataset	dataset	NOUN
bracis-28419	137	41	,	,	PUNCT
bracis-28419	137	42	which	which	PRON
bracis-28419	137	43	is	be	AUX
bracis-28419	137	44	due	due	ADJ
bracis-28419	137	45	to	to	ADP
bracis-28419	137	46	the	the	DET
bracis-28419	137	47	fact	fact	NOUN
bracis-28419	137	48	that	that	SCONJ
bracis-28419	137	49	it	it	PRON
bracis-28419	137	50	was	be	AUX
bracis-28419	137	51	obtained	obtain	VERB
bracis-28419	137	52	through	through	ADP
bracis-28419	137	53	manual	manual	ADJ
bracis-28419	137	54	annotation	annotation	NOUN
bracis-28419	137	55	thereby	thereby	ADV
bracis-28419	137	56	demanding	demand	VERB
bracis-28419	137	57	human	human	ADJ
bracis-28419	137	58	effort	effort	NOUN
bracis-28419	137	59	and	and	CCONJ
bracis-28419	137	60	more	more	ADJ
bracis-28419	137	61	time	time	NOUN
bracis-28419	137	62	to	to	PART
bracis-28419	137	63	accomplish	accomplish	VERB
bracis-28419	137	64	this	this	DET
bracis-28419	137	65	task	task	NOUN
bracis-28419	137	66	.	.	PUNCT
bracis-28419	138	1	another	another	DET
bracis-28419	138	2	limitation	limitation	NOUN
bracis-28419	138	3	is	be	AUX
bracis-28419	138	4	that	that	SCONJ
bracis-28419	138	5	some	some	DET
bracis-28419	138	6	entity	entity	NOUN
bracis-28419	138	7	types	type	NOUN
bracis-28419	138	8	have	have	VERB
bracis-28419	138	9	few	few	ADJ
bracis-28419	138	10	instances	instance	NOUN
bracis-28419	138	11	,	,	PUNCT
bracis-28419	138	12	making	make	VERB
bracis-28419	138	13	our	our	PRON
bracis-28419	138	14	dataset	dataset	NOUN
bracis-28419	138	15	slightly	slightly	ADV
bracis-28419	138	16	imbalanced	imbalanced	ADJ
bracis-28419	138	17	.	.	PUNCT
bracis-28419	139	1	for	for	ADP
bracis-28419	139	2	instance	instance	NOUN
bracis-28419	139	3	,	,	PUNCT
bracis-28419	139	4	only	only	ADV
bracis-28419	139	5	1/3	1/3	NUM
bracis-28419	139	6	of	of	ADP
bracis-28419	139	7	our	our	PRON
bracis-28419	139	8	entity	entity	NOUN
bracis-28419	139	9	types	type	NOUN
bracis-28419	139	10	have	have	VERB
bracis-28419	139	11	percentages	percentage	NOUN
bracis-28419	139	12	of	of	ADP
bracis-28419	139	13	occurrence	occurrence	NOUN
bracis-28419	139	14	higher	high	ADJ
bracis-28419	139	15	than	than	ADP
bracis-28419	139	16	3	3	NUM
bracis-28419	139	17	%	%	NOUN
bracis-28419	139	18	.	.	PUNCT
bracis-28419	140	1	hence	hence	ADV
bracis-28419	140	2	,	,	PUNCT
bracis-28419	140	3	adding	add	VERB
bracis-28419	140	4	more	more	ADJ
bracis-28419	140	5	training	training	NOUN
bracis-28419	140	6	examples	example	NOUN
bracis-28419	140	7	and	and	CCONJ
bracis-28419	140	8	making	make	VERB
bracis-28419	140	9	the	the	DET
bracis-28419	140	10	dataset	dataset	NOUN
bracis-28419	140	11	less	less	ADV
bracis-28419	140	12	imbalanced	imbalanced	ADJ
bracis-28419	140	13	will	will	AUX
bracis-28419	140	14	certainly	certainly	ADV
bracis-28419	140	15	enhance	enhance	VERB
bracis-28419	140	16	our	our	PRON
bracis-28419	140	17	results	result	NOUN
bracis-28419	140	18	.	.	PUNCT
bracis-28419	141	1	our	our	PRON
bracis-28419	141	2	dataset	dataset	NOUN
bracis-28419	141	3	targets	target	NOUN
bracis-28419	141	4	a	a	DET
bracis-28419	141	5	particular	particular	ADJ
bracis-28419	141	6	domain	domain	NOUN
bracis-28419	141	7	diabetes	diabetes	NOUN
bracis-28419	142	1	;	;	PUNCT
bracis-28419	142	2	future	future	ADJ
bracis-28419	142	3	experiments	experiment	NOUN
bracis-28419	142	4	targeting	target	VERB
bracis-28419	142	5	other	other	ADJ
bracis-28419	142	6	chronic	chronic	ADJ
bracis-28419	142	7	diseases	disease	NOUN
bracis-28419	142	8	,	,	PUNCT
bracis-28419	142	9	such	such	ADJ
bracis-28419	142	10	as	as	ADP
bracis-28419	142	11	cardiovascular	cardiovascular	ADJ
bracis-28419	142	12	disease	disease	NOUN
bracis-28419	142	13	,	,	PUNCT
bracis-28419	142	14	will	will	AUX
bracis-28419	142	15	boost	boost	VERB
bracis-28419	142	16	our	our	PRON
bracis-28419	142	17	potential	potential	NOUN
bracis-28419	142	18	.	.	PUNCT
bracis-28419	143	1	additionally	additionally	ADV
bracis-28419	143	2	,	,	PUNCT
bracis-28419	143	3	in	in	ADP
bracis-28419	143	4	the	the	DET
bracis-28419	143	5	aftermath	aftermath	NOUN
bracis-28419	143	6	of	of	ADP
bracis-28419	143	7	covid-19	covid-19	PROPN
bracis-28419	143	8	,	,	PUNCT
bracis-28419	143	9	there	there	PRON
bracis-28419	143	10	is	be	VERB
bracis-28419	143	11	growing	grow	VERB
bracis-28419	143	12	uncertainty	uncertainty	NOUN
bracis-28419	143	13	about	about	ADP
bracis-28419	143	14	procedures	procedure	NOUN
bracis-28419	143	15	,	,	PUNCT
bracis-28419	143	16	symptoms	symptom	NOUN
bracis-28419	143	17	,	,	PUNCT
bracis-28419	143	18	and	and	CCONJ
bracis-28419	143	19	treatments	treatment	NOUN
bracis-28419	143	20	,	,	PUNCT
bracis-28419	143	21	with	with	ADP
bracis-28419	143	22	several	several	ADJ
bracis-28419	143	23	questions	question	NOUN
bracis-28419	143	24	being	be	AUX
bracis-28419	143	25	asked	ask	VERB
bracis-28419	143	26	over	over	ADP
bracis-28419	143	27	social	social	ADJ
bracis-28419	143	28	media	medium	NOUN
bracis-28419	143	29	.	.	PUNCT
bracis-28419	144	1	hence	hence	ADV
bracis-28419	144	2	,	,	PUNCT
bracis-28419	144	3	addressing	address	VERB
bracis-28419	144	4	covid-19	covid-19	PROPN
bracis-28419	144	5	-	-	PUNCT
bracis-28419	144	6	related	relate	VERB
bracis-28419	144	7	frequently	frequently	ADV
bracis-28419	144	8	asked	ask	VERB
bracis-28419	144	9	questions	question	NOUN
bracis-28419	144	10	would	would	AUX
bracis-28419	144	11	be	be	AUX
bracis-28419	144	12	a	a	DET
bracis-28419	144	13	valuable	valuable	ADJ
bracis-28419	144	14	contribution	contribution	NOUN
bracis-28419	144	15	.	.	PUNCT
bracis-28419	145	1	notes	note	VERB
bracis-28419	145	2	1.translation	1.translation	NUM
bracis-28419	145	3	into	into	ADP
bracis-28419	145	4	english	english	PROPN
bracis-28419	145	5	:	:	PUNCT
bracis-28419	145	6	“	"	PUNCT
bracis-28419	145	7	being	be	AUX
bracis-28419	145	8	overweight	overweight	ADJ
bracis-28419	145	9	can	can	AUX
bracis-28419	145	10	lead	lead	VERB
bracis-28419	145	11	to	to	PART
bracis-28419	145	12	type	type	VERB
bracis-28419	145	13	2	2	NUM
bracis-28419	145	14	diabetes	diabetes	NOUN
bracis-28419	145	15	.	.	PUNCT
bracis-28419	146	1	therefore	therefore	ADV
bracis-28419	146	2	,	,	PUNCT
bracis-28419	146	3	intermittent	intermittent	ADJ
bracis-28419	146	4	fasting	fasting	NOUN
bracis-28419	146	5	may	may	AUX
bracis-28419	146	6	be	be	AUX
bracis-28419	146	7	a	a	DET
bracis-28419	146	8	way	way	NOUN
bracis-28419	146	9	to	to	PART
bracis-28419	146	10	prevent	prevent	VERB
bracis-28419	146	11	type	type	NOUN
bracis-28419	146	12	2	2	NUM
bracis-28419	146	13	diabetes	diabetes	NOUN
bracis-28419	146	14	.	.	PUNCT
bracis-28419	147	1	intermittent	intermittent	ADJ
bracis-28419	147	2	fasting	fasting	NOUN
bracis-28419	147	3	can	can	AUX
bracis-28419	147	4	also	also	ADV
bracis-28419	147	5	be	be	AUX
bracis-28419	147	6	used	use	VERB
bracis-28419	147	7	as	as	ADP
bracis-28419	147	8	a	a	DET
bracis-28419	147	9	treatment	treatment	NOUN
bracis-28419	147	10	for	for	ADP
bracis-28419	147	11	people	people	NOUN
bracis-28419	147	12	newly	newly	ADV
bracis-28419	147	13	diagnosed	diagnose	VERB
bracis-28419	147	14	with	with	ADP
bracis-28419	147	15	type	type	NOUN
bracis-28419	147	16	1	1	NUM
bracis-28419	147	17	diabetes	diabete	NOUN
bracis-28419	147	18	who	who	PRON
bracis-28419	147	19	need	need	VERB
bracis-28419	147	20	to	to	PART
bracis-28419	147	21	lose	lose	VERB
bracis-28419	147	22	weight	weight	NOUN
bracis-28419	147	23	to	to	PART
bracis-28419	147	24	achieve	achieve	VERB
bracis-28419	147	25	a	a	DET
bracis-28419	147	26	more	more	ADV
bracis-28419	147	27	stable	stable	ADJ
bracis-28419	147	28	health	health	NOUN
bracis-28419	147	29	condition	condition	NOUN
bracis-28419	147	30	;	;	PUNCT
bracis-28419	147	31	these	these	DET
bracis-28419	147	32	people	people	NOUN
bracis-28419	147	33	should	should	AUX
bracis-28419	147	34	be	be	AUX
bracis-28419	147	35	advised	advise	VERB
bracis-28419	147	36	and	and	CCONJ
bracis-28419	147	37	monitored	monitor	VERB
bracis-28419	147	38	by	by	ADP
bracis-28419	147	39	an	an	DET
bracis-28419	147	40	endocrinologist	endocrinologist	NOUN
bracis-28419	147	41	and	and	CCONJ
bracis-28419	147	42	a	a	DET
bracis-28419	147	43	nutritionist	nutritionist	NOUN
bracis-28419	147	44	.	.	PUNCT
bracis-28419	147	45	”	"	PUNCT
bracis-28419	147	46	.	.	PUNCT
bracis-28419	148	1	references	reference	NOUN
bracis-28419	148	2	ben	ben	PROPN
bracis-28419	148	3	abacha	abacha	PROPN
bracis-28419	148	4	,	,	PUNCT
bracis-28419	148	5	a.	a.	PROPN
bracis-28419	148	6	,	,	PUNCT
bracis-28419	148	7	zweigenbaum	zweigenbaum	ADV
bracis-28419	148	8	,	,	PUNCT
bracis-28419	148	9	p.	p.	NOUN
bracis-28419	148	10	:	:	PUNCT
bracis-28419	148	11	means	mean	VERB
bracis-28419	148	12	:	:	PUNCT
bracis-28419	148	13	a	a	DET
bracis-28419	148	14	medical	medical	ADJ
bracis-28419	148	15	question	question	NOUN
bracis-28419	148	16	-	-	PUNCT
bracis-28419	148	17	answering	answer	VERB
bracis-28419	148	18	system	system	NOUN
bracis-28419	148	19	combining	combine	VERB
bracis-28419	148	20	nlp	nlp	NOUN
bracis-28419	148	21	techniques	technique	NOUN
bracis-28419	148	22	and	and	CCONJ
bracis-28419	148	23	semantic	semantic	ADJ
bracis-28419	148	24	web	web	NOUN
bracis-28419	148	25	technologies	technology	NOUN
bracis-28419	148	26	.	.	PUNCT
bracis-28419	149	1	inf	inf	PROPN
bracis-28419	149	2	.	.	PROPN
bracis-28419	149	3	process	process	NOUN
bracis-28419	149	4	.	.	PUNCT
bracis-28419	150	1	manag	manag	PROPN
bracis-28419	150	2	.	.	PUNCT
bracis-28419	151	1	51(5	51(5	NUM
bracis-28419	151	2	)	)	PUNCT
bracis-28419	151	3	,	,	PUNCT
bracis-28419	151	4	570–594	570–594	NUM
bracis-28419	151	5	(	(	PUNCT
bracis-28419	151	6	2015	2015	NUM
bracis-28419	151	7	)	)	PUNCT
bracis-28419	151	8	.	.	PUNCT
bracis-28419	152	1	https://doi.org/10.1016/j.ipm.2015.04.006	https://doi.org/10.1016/j.ipm.2015.04.006	PROPN
bracis-28419	152	2	,	,	PUNCT
bracis-28419	152	3	https://www.sciencedirect.com/science/article/pii/s0306457315000515	https://www.sciencedirect.com/science/article/pii/s0306457315000515	PROPN
bracis-28419	152	4	bose	bose	NOUN
bracis-28419	152	5	,	,	PUNCT
bracis-28419	152	6	p.	p.	NOUN
bracis-28419	152	7	,	,	PUNCT
bracis-28419	152	8	srinivasan	srinivasan	NOUN
bracis-28419	152	9	,	,	PUNCT
bracis-28419	152	10	s.	s.	PROPN
bracis-28419	152	11	,	,	PUNCT
bracis-28419	152	12	sleeman	sleeman	PROPN
bracis-28419	152	13	,	,	PUNCT
bracis-28419	152	14	w.c	w.c	PROPN
bracis-28419	152	15	.	.	PROPN
bracis-28419	152	16	,	,	PUNCT
bracis-28419	152	17	palta	palta	PROPN
bracis-28419	152	18	,	,	PUNCT
bracis-28419	152	19	j.	j.	PROPN
bracis-28419	152	20	,	,	PUNCT
bracis-28419	152	21	kapoor	kapoor	PROPN
bracis-28419	152	22	,	,	PUNCT
bracis-28419	152	23	r.	r.	PROPN
bracis-28419	152	24	,	,	PUNCT
bracis-28419	152	25	ghosh	ghosh	PROPN
bracis-28419	152	26	,	,	PUNCT
bracis-28419	152	27	p.	p.	NOUN
bracis-28419	152	28	:	:	PUNCT
bracis-28419	152	29	a	a	DET
bracis-28419	152	30	survey	survey	NOUN
bracis-28419	152	31	on	on	ADP
bracis-28419	152	32	recent	recent	ADJ
bracis-28419	152	33	named	name	VERB
bracis-28419	152	34	entity	entity	NOUN
bracis-28419	152	35	recognition	recognition	NOUN
bracis-28419	152	36	and	and	CCONJ
bracis-28419	152	37	relationship	relationship	NOUN
bracis-28419	152	38	extraction	extraction	NOUN
bracis-28419	152	39	techniques	technique	NOUN
bracis-28419	152	40	on	on	ADP
bracis-28419	152	41	clinical	clinical	ADJ
bracis-28419	152	42	texts	text	NOUN
bracis-28419	152	43	.	.	PUNCT
bracis-28419	153	1	appl	appl	PROPN
bracis-28419	153	2	.	.	PUNCT
bracis-28419	154	1	sci	sci	PROPN
bracis-28419	154	2	.	.	PUNCT
bracis-28419	154	3	11(18	11(18	NUM
bracis-28419	154	4	)	)	PUNCT
bracis-28419	154	5	(	(	PUNCT
bracis-28419	154	6	2021	2021	NUM
bracis-28419	154	7	)	)	PUNCT
bracis-28419	154	8	.	.	PUNCT
bracis-28419	155	1	https://doi.org/10.3390/app11188319	https://doi.org/10.3390/app11188319	X
bracis-28419	155	2	,	,	PUNCT
bracis-28419	155	3	https://www.mdpi.com/2076-3417/11/18/8319	https://www.mdpi.com/2076-3417/11/18/8319	PROPN
bracis-28419	155	4	brandsen	brandsen	PROPN
bracis-28419	155	5	,	,	PUNCT
bracis-28419	155	6	a.	a.	NOUN
bracis-28419	155	7	,	,	PUNCT
bracis-28419	155	8	verberne	verberne	NOUN
bracis-28419	155	9	,	,	PUNCT
bracis-28419	155	10	s.	s.	PROPN
bracis-28419	155	11	,	,	PUNCT
bracis-28419	155	12	wansleeben	wansleeben	PROPN
bracis-28419	155	13	,	,	PUNCT
bracis-28419	155	14	m.	m.	NOUN
bracis-28419	155	15	,	,	PUNCT
bracis-28419	155	16	lambers	lamber	NOUN
bracis-28419	155	17	,	,	PUNCT
bracis-28419	155	18	k.	k.	PROPN
bracis-28419	155	19	:	:	PUNCT
bracis-28419	155	20	creating	create	VERB
bracis-28419	155	21	a	a	DET
bracis-28419	155	22	dataset	dataset	NOUN
bracis-28419	155	23	for	for	ADP
bracis-28419	155	24	named	name	VERB
bracis-28419	155	25	entity	entity	NOUN
bracis-28419	155	26	recognition	recognition	NOUN
bracis-28419	155	27	in	in	ADP
bracis-28419	155	28	the	the	DET
bracis-28419	155	29	archaeology	archaeology	NOUN
bracis-28419	155	30	domain	domain	NOUN
bracis-28419	155	31	.	.	PUNCT
bracis-28419	156	1	in	in	ADP
bracis-28419	156	2	:	:	PUNCT
bracis-28419	156	3	proceedings	proceeding	NOUN
bracis-28419	156	4	of	of	ADP
bracis-28419	156	5	the	the	DET
bracis-28419	156	6	twelfth	twelfth	ADJ
bracis-28419	156	7	language	language	NOUN
bracis-28419	156	8	resources	resource	NOUN
bracis-28419	156	9	and	and	CCONJ
bracis-28419	156	10	evaluation	evaluation	NOUN
bracis-28419	156	11	conference	conference	NOUN
bracis-28419	156	12	,	,	PUNCT
bracis-28419	156	13	pp	pp	X
bracis-28419	156	14	.	.	PUNCT
bracis-28419	157	1	4573–4577	4573–4577	NUM
bracis-28419	157	2	.	.	PUNCT
bracis-28419	158	1	european	european	ADJ
bracis-28419	158	2	language	language	PROPN
bracis-28419	158	3	resources	resource	NOUN
bracis-28419	158	4	association	association	PROPN
bracis-28419	158	5	,	,	PUNCT
bracis-28419	158	6	marseille	marseille	PROPN
bracis-28419	158	7	,	,	PUNCT
bracis-28419	158	8	france	france	PROPN
bracis-28419	158	9	(	(	PUNCT
bracis-28419	158	10	2020	2020	NUM
bracis-28419	158	11	)	)	PUNCT
bracis-28419	158	12	,	,	PUNCT
bracis-28419	158	13	https://aclanthology.org/2020.lrec-1.562	https://aclanthology.org/2020.lrec-1.562	PROPN
bracis-28419	158	14	eckart	eckart	PROPN
bracis-28419	158	15	de	de	X
bracis-28419	158	16	castilho	castilho	PROPN
bracis-28419	158	17	,	,	PUNCT
bracis-28419	158	18	r.	r.	PROPN
bracis-28419	158	19	,	,	PUNCT
bracis-28419	158	20	et	et	PROPN
bracis-28419	158	21	al	al	PROPN
bracis-28419	158	22	.	.	PUNCT
bracis-28419	158	23	:	:	PUNCT
bracis-28419	159	1	a	a	DET
bracis-28419	159	2	web	web	NOUN
bracis-28419	159	3	-	-	PUNCT
bracis-28419	159	4	based	base	VERB
bracis-28419	159	5	tool	tool	NOUN
bracis-28419	159	6	for	for	ADP
bracis-28419	159	7	the	the	DET
bracis-28419	159	8	integrated	integrate	VERB
bracis-28419	159	9	annotation	annotation	NOUN
bracis-28419	159	10	of	of	ADP
bracis-28419	159	11	semantic	semantic	ADJ
bracis-28419	159	12	and	and	CCONJ
bracis-28419	159	13	syntactic	syntactic	ADJ
bracis-28419	159	14	structures	structure	NOUN
bracis-28419	159	15	.	.	PUNCT
bracis-28419	160	1	in	in	ADP
bracis-28419	160	2	:	:	PUNCT
bracis-28419	160	3	proceedings	proceeding	NOUN
bracis-28419	160	4	of	of	ADP
bracis-28419	160	5	the	the	DET
bracis-28419	160	6	workshop	workshop	NOUN
bracis-28419	160	7	on	on	ADP
bracis-28419	160	8	language	language	NOUN
bracis-28419	160	9	technology	technology	NOUN
bracis-28419	160	10	resources	resource	NOUN
bracis-28419	160	11	and	and	CCONJ
bracis-28419	160	12	tools	tool	NOUN
bracis-28419	160	13	for	for	ADP
bracis-28419	160	14	digital	digital	ADJ
bracis-28419	160	15	humanities	humanity	NOUN
bracis-28419	160	16	(	(	PUNCT
bracis-28419	160	17	lt4dh	lt4dh	NOUN
bracis-28419	160	18	)	)	PUNCT
bracis-28419	160	19	,	,	PUNCT
bracis-28419	160	20	pp	pp	ADP
bracis-28419	160	21	.	.	PUNCT
bracis-28419	161	1	76–84	76–84	NOUN
bracis-28419	161	2	.	.	PUNCT
bracis-28419	162	1	the	the	DET
bracis-28419	162	2	coling	cole	VERB
bracis-28419	162	3	2016	2016	NUM
bracis-28419	162	4	organizing	organizing	NOUN
bracis-28419	162	5	committee	committee	NOUN
bracis-28419	162	6	,	,	PUNCT
bracis-28419	162	7	osaka	osaka	PROPN
bracis-28419	162	8	,	,	PUNCT
bracis-28419	162	9	japan	japan	PROPN
bracis-28419	162	10	(	(	PUNCT
bracis-28419	162	11	2016	2016	NUM
bracis-28419	162	12	)	)	PUNCT
bracis-28419	162	13	,	,	PUNCT
bracis-28419	162	14	https://www.aclweb.org/anthology/w16-4011	https://www.aclweb.org/anthology/w16-4011	X
bracis-28419	162	15	castro	castro	PROPN
bracis-28419	162	16	ferreira	ferreira	PROPN
bracis-28419	162	17	,	,	PUNCT
bracis-28419	162	18	t.	t.	PROPN
bracis-28419	162	19	,	,	PUNCT
bracis-28419	162	20	et	et	PROPN
bracis-28419	162	21	al	al	PROPN
bracis-28419	162	22	.	.	PROPN
bracis-28419	162	23	:	:	PUNCT
bracis-28419	162	24	evaluating	evaluate	VERB
bracis-28419	162	25	recognizing	recognize	VERB
bracis-28419	162	26	question	question	NOUN
bracis-28419	162	27	entailment	entailment	ADJ
bracis-28419	162	28	methods	method	NOUN
bracis-28419	162	29	for	for	ADP
bracis-28419	162	30	a	a	DET
bracis-28419	162	31	portuguese	portuguese	ADJ
bracis-28419	162	32	community	community	NOUN
bracis-28419	162	33	question	question	NOUN
bracis-28419	162	34	-	-	PUNCT
bracis-28419	162	35	answering	answer	VERB
bracis-28419	162	36	system	system	NOUN
bracis-28419	162	37	about	about	ADP
bracis-28419	162	38	diabetes	diabetes	NOUN
bracis-28419	162	39	mellitus	mellitus	NOUN
bracis-28419	162	40	.	.	PUNCT
bracis-28419	163	1	in	in	ADP
bracis-28419	163	2	:	:	PUNCT
bracis-28419	163	3	proceedings	proceeding	NOUN
bracis-28419	163	4	of	of	ADP
bracis-28419	163	5	the	the	DET
bracis-28419	163	6	international	international	ADJ
bracis-28419	163	7	conference	conference	NOUN
bracis-28419	163	8	on	on	ADP
bracis-28419	163	9	recent	recent	ADJ
bracis-28419	163	10	advances	advance	NOUN
bracis-28419	163	11	in	in	ADP
bracis-28419	163	12	natural	natural	ADJ
bracis-28419	163	13	language	language	NOUN
bracis-28419	163	14	processing	processing	NOUN
bracis-28419	163	15	(	(	PUNCT
bracis-28419	163	16	ranlp	ranlp	NOUN
bracis-28419	163	17	2021	2021	NUM
bracis-28419	163	18	)	)	PUNCT
bracis-28419	163	19	,	,	PUNCT
bracis-28419	163	20	pp	pp	ADP
bracis-28419	163	21	.	.	PUNCT
bracis-28419	164	1	234–243	234–243	NUM
bracis-28419	164	2	.	.	PUNCT
bracis-28419	164	3	incoma	incoma	PROPN
bracis-28419	164	4	ltd	ltd	PROPN
bracis-28419	164	5	.	.	PROPN
bracis-28419	164	6	,	,	PUNCT
bracis-28419	164	7	held	hold	VERB
bracis-28419	164	8	online	online	ADV
bracis-28419	164	9	(	(	PUNCT
bracis-28419	164	10	2021	2021	NUM
bracis-28419	164	11	)	)	PUNCT
bracis-28419	164	12	,	,	PUNCT
bracis-28419	164	13	https://aclanthology.org/2021.ranlp-main.28	https://aclanthology.org/2021.ranlp-main.28	PROPN
bracis-28419	164	14	choudhary	choudhary	PROPN
bracis-28419	164	15	,	,	PUNCT
bracis-28419	164	16	a.	a.	PROPN
bracis-28419	164	17	,	,	PUNCT
bracis-28419	164	18	arora	arora	PROPN
bracis-28419	164	19	,	,	PUNCT
bracis-28419	164	20	a.	a.	NOUN
bracis-28419	164	21	:	:	PUNCT
bracis-28419	164	22	linguistic	linguistic	ADJ
bracis-28419	164	23	feature	feature	NOUN
bracis-28419	164	24	based	base	VERB
bracis-28419	164	25	learning	learn	VERB
bracis-28419	164	26	model	model	NOUN
bracis-28419	164	27	for	for	ADP
bracis-28419	164	28	fake	fake	ADJ
bracis-28419	164	29	news	news	NOUN
bracis-28419	164	30	detection	detection	NOUN
bracis-28419	164	31	and	and	CCONJ
bracis-28419	164	32	classification	classification	NOUN
bracis-28419	164	33	.	.	PUNCT
bracis-28419	165	1	expert	expert	NOUN
bracis-28419	165	2	syst	syst	PROPN
bracis-28419	165	3	.	.	PUNCT
bracis-28419	166	1	appl	appl	PROPN
bracis-28419	166	2	.	.	PROPN
bracis-28419	166	3	169	169	NUM
bracis-28419	166	4	,	,	PUNCT
bracis-28419	166	5	114171	114171	NUM
bracis-28419	166	6	(	(	PUNCT
bracis-28419	166	7	2021	2021	NUM
bracis-28419	166	8	)	)	PUNCT
bracis-28419	166	9	article	article	NOUN
bracis-28419	166	10	  	  	SPACE
bracis-28419	166	11	google	google	PROPN
bracis-28419	166	12	scholar	scholar	NOUN
bracis-28419	166	13	  	  	SPACE
bracis-28419	166	14	devlin	devlin	PROPN
bracis-28419	166	15	,	,	PUNCT
bracis-28419	166	16	j.	j.	PROPN
bracis-28419	166	17	,	,	PUNCT
bracis-28419	166	18	chang	chang	PROPN
bracis-28419	166	19	,	,	PUNCT
bracis-28419	166	20	m.w	m.w	PROPN
bracis-28419	166	21	.	.	PROPN
bracis-28419	166	22	,	,	PUNCT
bracis-28419	166	23	lee	lee	PROPN
bracis-28419	166	24	,	,	PUNCT
bracis-28419	166	25	k.	k.	PROPN
bracis-28419	166	26	,	,	PUNCT
bracis-28419	166	27	toutanova	toutanova	PROPN
bracis-28419	166	28	,	,	PUNCT
bracis-28419	166	29	k.	k.	PROPN
bracis-28419	166	30	:	:	PUNCT
bracis-28419	167	1	bert	bert	PROPN
bracis-28419	167	2	:	:	PUNCT
bracis-28419	167	3	pre	pre	ADJ
bracis-28419	167	4	-	-	NOUN
bracis-28419	167	5	training	training	NOUN
bracis-28419	167	6	of	of	ADP
bracis-28419	167	7	deep	deep	ADJ
bracis-28419	167	8	bidirectional	bidirectional	ADJ
bracis-28419	167	9	transformers	transformer	NOUN
bracis-28419	167	10	for	for	ADP
bracis-28419	167	11	language	language	NOUN
bracis-28419	167	12	understanding	understanding	NOUN
bracis-28419	167	13	.	.	PUNCT
bracis-28419	168	1	in	in	ADP
bracis-28419	168	2	:	:	PUNCT
bracis-28419	168	3	proceedings	proceeding	NOUN
bracis-28419	168	4	of	of	ADP
bracis-28419	168	5	the	the	DET
bracis-28419	168	6	2019	2019	NUM
bracis-28419	168	7	conference	conference	NOUN
bracis-28419	168	8	of	of	ADP
bracis-28419	168	9	the	the	DET
bracis-28419	168	10	north	north	ADJ
bracis-28419	168	11	american	american	ADJ
bracis-28419	168	12	chapter	chapter	NOUN
bracis-28419	168	13	of	of	ADP
bracis-28419	168	14	the	the	DET
bracis-28419	168	15	association	association	NOUN
bracis-28419	168	16	for	for	ADP
bracis-28419	168	17	computational	computational	ADJ
bracis-28419	168	18	linguistics	linguistic	NOUN
bracis-28419	168	19	:	:	PUNCT
bracis-28419	168	20	human	human	ADJ
bracis-28419	168	21	language	language	NOUN
bracis-28419	168	22	technologies	technology	NOUN
bracis-28419	168	23	,	,	PUNCT
bracis-28419	168	24	volume	volume	NOUN
bracis-28419	168	25	1	1	NUM
bracis-28419	168	26	(	(	PUNCT
bracis-28419	168	27	long	long	ADJ
bracis-28419	168	28	and	and	CCONJ
bracis-28419	168	29	short	short	ADJ
bracis-28419	168	30	papers	paper	NOUN
bracis-28419	168	31	)	)	PUNCT
bracis-28419	168	32	,	,	PUNCT
bracis-28419	168	33	pp	pp	ADV
bracis-28419	168	34	.	.	PUNCT
bracis-28419	169	1	4171–4186	4171–4186	NUM
bracis-28419	169	2	(	(	PUNCT
bracis-28419	169	3	2019	2019	NUM
bracis-28419	169	4	)	)	PUNCT
bracis-28419	169	5	.	.	PUNCT
bracis-28419	170	1	https://doi.org/10.18653/v1/n19-1423	https://doi.org/10.18653/v1/n19-1423	PROPN
bracis-28419	170	2	,	,	PUNCT
bracis-28419	170	3	https://www.aclweb.org/anthology/n19-1423	https://www.aclweb.org/anthology/n19-1423	X
bracis-28419	170	4	gabarron	gabarron	PROPN
bracis-28419	170	5	,	,	PUNCT
bracis-28419	170	6	e.	e.	PROPN
bracis-28419	170	7	,	,	PUNCT
bracis-28419	170	8	et	et	PROPN
bracis-28419	170	9	al	al	PROPN
bracis-28419	170	10	.	.	PROPN
bracis-28419	170	11	:	:	PUNCT
bracis-28419	170	12	social	social	ADJ
bracis-28419	170	13	media	medium	NOUN
bracis-28419	170	14	for	for	ADP
bracis-28419	170	15	health	health	NOUN
bracis-28419	170	16	promotion	promotion	NOUN
bracis-28419	170	17	in	in	ADP
bracis-28419	170	18	diabetes	diabetes	NOUN
bracis-28419	170	19	:	:	PUNCT
bracis-28419	170	20	study	study	NOUN
bracis-28419	170	21	protocol	protocol	NOUN
bracis-28419	170	22	for	for	ADP
bracis-28419	170	23	a	a	DET
bracis-28419	170	24	participatory	participatory	ADJ
bracis-28419	170	25	public	public	ADJ
bracis-28419	170	26	health	health	NOUN
bracis-28419	170	27	intervention	intervention	NOUN
bracis-28419	170	28	design	design	NOUN
bracis-28419	170	29	.	.	PUNCT
bracis-28419	171	1	bmc	bmc	PROPN
bracis-28419	171	2	health	health	NOUN
bracis-28419	171	3	serv	serv	PROPN
bracis-28419	171	4	.	.	PUNCT
bracis-28419	172	1	res	re	NOUN
bracis-28419	172	2	.	.	PUNCT
bracis-28419	173	1	18(1	18(1	NUM
bracis-28419	173	2	)	)	PUNCT
bracis-28419	173	3	,	,	PUNCT
bracis-28419	173	4	414	414	NUM
bracis-28419	173	5	(	(	PUNCT
bracis-28419	173	6	2018	2018	NUM
bracis-28419	173	7	)	)	PUNCT
bracis-28419	173	8	.	.	PUNCT
bracis-28419	174	1	https://doi.org/10.1186/s12913-018-3178-7	https://doi.org/10.1186/s12913-018-3178-7	PROPN
bracis-28419	174	2	article	article	PROPN
bracis-28419	174	3	  	  	SPACE
bracis-28419	174	4	google	google	PROPN
bracis-28419	174	5	scholar	scholar	NOUN
bracis-28419	174	6	  	  	SPACE
bracis-28419	174	7	grouin	grouin	NOUN
bracis-28419	174	8	,	,	PUNCT
bracis-28419	174	9	c.	c.	PROPN
bracis-28419	174	10	,	,	PUNCT
bracis-28419	174	11	rosset	rosset	NOUN
bracis-28419	174	12	,	,	PUNCT
bracis-28419	174	13	s.	s.	PROPN
bracis-28419	174	14	,	,	PUNCT
bracis-28419	174	15	zweigenbaum	zweigenbaum	ADV
bracis-28419	174	16	,	,	PUNCT
bracis-28419	174	17	p.	p.	NOUN
bracis-28419	174	18	,	,	PUNCT
bracis-28419	174	19	fort	fort	PROPN
bracis-28419	174	20	,	,	PUNCT
bracis-28419	174	21	k.	k.	PROPN
bracis-28419	174	22	,	,	PUNCT
bracis-28419	174	23	galibert	galibert	PROPN
bracis-28419	174	24	,	,	PUNCT
bracis-28419	174	25	o.	o.	PROPN
bracis-28419	174	26	,	,	PUNCT
bracis-28419	174	27	quintard	quintard	PROPN
bracis-28419	174	28	,	,	PUNCT
bracis-28419	174	29	l.	l.	PROPN
bracis-28419	174	30	:	:	PUNCT
bracis-28419	174	31	proposal	proposal	NOUN
bracis-28419	174	32	for	for	ADP
bracis-28419	174	33	an	an	DET
bracis-28419	174	34	extension	extension	NOUN
bracis-28419	174	35	of	of	ADP
bracis-28419	174	36	traditional	traditional	ADJ
bracis-28419	174	37	named	name	VERB
bracis-28419	174	38	entities	entity	NOUN
bracis-28419	174	39	:	:	PUNCT
bracis-28419	174	40	from	from	ADP
bracis-28419	174	41	guidelines	guideline	NOUN
bracis-28419	174	42	to	to	ADP
bracis-28419	174	43	evaluation	evaluation	NOUN
bracis-28419	174	44	,	,	PUNCT
bracis-28419	174	45	an	an	DET
bracis-28419	174	46	overview	overview	NOUN
bracis-28419	174	47	.	.	PUNCT
bracis-28419	175	1	in	in	ADP
bracis-28419	175	2	:	:	PUNCT
bracis-28419	175	3	proceedings	proceeding	NOUN
bracis-28419	175	4	of	of	ADP
bracis-28419	175	5	the	the	DET
bracis-28419	175	6	5th	5th	ADJ
bracis-28419	175	7	linguistic	linguistic	ADJ
bracis-28419	175	8	annotation	annotation	NOUN
bracis-28419	175	9	workshop	workshop	NOUN
bracis-28419	175	10	,	,	PUNCT
bracis-28419	175	11	pp	pp	ADP
bracis-28419	175	12	.	.	PUNCT
bracis-28419	176	1	92–100	92–100	NUM
bracis-28419	176	2	(	(	PUNCT
bracis-28419	176	3	2011	2011	NUM
bracis-28419	176	4	)	)	PUNCT
bracis-28419	176	5	google	google	PROPN
bracis-28419	176	6	scholar	scholar	NOUN
bracis-28419	176	7	  	  	SPACE
bracis-28419	176	8	honnibal	honnibal	ADJ
bracis-28419	176	9	,	,	PUNCT
bracis-28419	176	10	m.	m.	NOUN
bracis-28419	176	11	,	,	PUNCT
bracis-28419	176	12	montani	montani	NOUN
bracis-28419	176	13	,	,	PUNCT
bracis-28419	176	14	i.	i.	PROPN
bracis-28419	176	15	:	:	PUNCT
bracis-28419	176	16	spacy	spacy	PROPN
bracis-28419	176	17	2	2	NUM
bracis-28419	176	18	:	:	PUNCT
bracis-28419	176	19	natural	natural	ADJ
bracis-28419	176	20	language	language	NOUN
bracis-28419	176	21	understanding	understanding	NOUN
bracis-28419	176	22	with	with	ADP
bracis-28419	176	23	bloom	bloom	NOUN
bracis-28419	176	24	embeddings	embedding	NOUN
bracis-28419	176	25	,	,	PUNCT
bracis-28419	176	26	convolutional	convolutional	ADJ
bracis-28419	176	27	neural	neural	ADJ
bracis-28419	176	28	networks	network	NOUN
bracis-28419	176	29	and	and	CCONJ
bracis-28419	176	30	incremental	incremental	ADJ
bracis-28419	176	31	parsing	parsing	NOUN
bracis-28419	176	32	.	.	PUNCT
bracis-28419	177	1	to	to	PART
bracis-28419	177	2	appear	appear	VERB
bracis-28419	177	3	7(1	7(1	NUM
bracis-28419	177	4	)	)	PUNCT
bracis-28419	177	5	,	,	PUNCT
bracis-28419	177	6	411–420	411–420	NUM
bracis-28419	177	7	(	(	PUNCT
bracis-28419	177	8	2017	2017	NUM
bracis-28419	177	9	)	)	PUNCT
bracis-28419	177	10	google	google	PROPN
bracis-28419	177	11	scholar	scholar	NOUN
bracis-28419	177	12	  	  	SPACE
bracis-28419	177	13	hripcsak	hripcsak	NOUN
bracis-28419	177	14	,	,	PUNCT
bracis-28419	177	15	g.	g.	PROPN
bracis-28419	177	16	,	,	PUNCT
bracis-28419	177	17	rothschild	rothschild	PROPN
bracis-28419	177	18	,	,	PUNCT
bracis-28419	177	19	a.s	a.s	PROPN
bracis-28419	177	20	.	.	PROPN
bracis-28419	177	21	:	:	PUNCT
bracis-28419	177	22	agreement	agreement	NOUN
bracis-28419	177	23	,	,	PUNCT
bracis-28419	177	24	the	the	DET
bracis-28419	177	25	f	f	NOUN
bracis-28419	177	26	-	-	PUNCT
bracis-28419	177	27	measure	measure	NOUN
bracis-28419	177	28	,	,	PUNCT
bracis-28419	177	29	and	and	CCONJ
bracis-28419	177	30	reliability	reliability	NOUN
bracis-28419	177	31	in	in	ADP
bracis-28419	177	32	information	information	NOUN
bracis-28419	177	33	retrieval	retrieval	NOUN
bracis-28419	177	34	.	.	PUNCT
bracis-28419	178	1	j.	j.	PROPN
bracis-28419	178	2	am	am	PROPN
bracis-28419	178	3	.	.	PUNCT
bracis-28419	179	1	med	med	PROPN
bracis-28419	179	2	.	.	PUNCT
bracis-28419	180	1	inform	inform	NOUN
bracis-28419	180	2	.	.	PUNCT
bracis-28419	181	1	assoc	assoc	PROPN
bracis-28419	181	2	.	.	PUNCT
bracis-28419	181	3	12(3	12(3	NUM
bracis-28419	181	4	)	)	PUNCT
bracis-28419	181	5	,	,	PUNCT
bracis-28419	181	6	296–298	296–298	NUM
bracis-28419	181	7	(	(	PUNCT
bracis-28419	181	8	2005	2005	NUM
bracis-28419	181	9	)	)	PUNCT
bracis-28419	181	10	article	article	NOUN
bracis-28419	181	11	  	  	SPACE
bracis-28419	181	12	google	google	PROPN
bracis-28419	181	13	scholar	scholar	NOUN
bracis-28419	181	14	  	  	SPACE
bracis-28419	181	15	lahav	lahav	NOUN
bracis-28419	181	16	,	,	PUNCT
bracis-28419	181	17	d.	d.	PROPN
bracis-28419	181	18	,	,	PUNCT
bracis-28419	181	19	et	et	PROPN
bracis-28419	181	20	al	al	PROPN
bracis-28419	181	21	.	.	PUNCT
bracis-28419	181	22	:	:	PUNCT
bracis-28419	182	1	a	a	DET
bracis-28419	182	2	search	search	NOUN
bracis-28419	182	3	engine	engine	NOUN
bracis-28419	182	4	for	for	ADP
bracis-28419	182	5	discovery	discovery	NOUN
bracis-28419	182	6	of	of	ADP
bracis-28419	182	7	scientific	scientific	ADJ
bracis-28419	182	8	challenges	challenge	NOUN
bracis-28419	182	9	and	and	CCONJ
bracis-28419	182	10	directions	direction	NOUN
bracis-28419	182	11	.	.	PUNCT
bracis-28419	183	1	in	in	ADP
bracis-28419	183	2	:	:	PUNCT
bracis-28419	183	3	aaai	aaai	PROPN
bracis-28419	183	4	(	(	PUNCT
bracis-28419	183	5	2022	2022	NUM
bracis-28419	183	6	)	)	PUNCT
bracis-28419	183	7	google	google	PROPN
bracis-28419	183	8	scholar	scholar	NOUN
bracis-28419	183	9	  	  	SPACE
bracis-28419	183	10	li	li	PROPN
bracis-28419	183	11	,	,	PUNCT
bracis-28419	183	12	j.	j.	PROPN
bracis-28419	183	13	,	,	PUNCT
bracis-28419	183	14	sun	sun	PROPN
bracis-28419	183	15	,	,	PUNCT
bracis-28419	183	16	a.	a.	PROPN
bracis-28419	183	17	,	,	PUNCT
bracis-28419	183	18	han	han	PROPN
bracis-28419	183	19	,	,	PUNCT
bracis-28419	183	20	j.	j.	PROPN
bracis-28419	183	21	,	,	PUNCT
bracis-28419	183	22	li	li	PROPN
bracis-28419	183	23	,	,	PUNCT
bracis-28419	183	24	c.	c.	PROPN
bracis-28419	183	25	:	:	PUNCT
bracis-28419	183	26	a	a	DET
bracis-28419	183	27	survey	survey	NOUN
bracis-28419	183	28	on	on	ADP
bracis-28419	183	29	deep	deep	ADJ
bracis-28419	183	30	learning	learning	NOUN
bracis-28419	183	31	for	for	ADP
bracis-28419	183	32	named	name	VERB
bracis-28419	183	33	entity	entity	NOUN
bracis-28419	183	34	recognition	recognition	NOUN
bracis-28419	183	35	.	.	PUNCT
bracis-28419	184	1	ieee	ieee	PROPN
bracis-28419	184	2	trans	trans	PROPN
bracis-28419	184	3	.	.	PROPN
bracis-28419	185	1	knowl	knowl	PROPN
bracis-28419	185	2	.	.	PUNCT
bracis-28419	186	1	data	data	PROPN
bracis-28419	186	2	eng	eng	PROPN
bracis-28419	186	3	.	.	PUNCT
bracis-28419	186	4	34(1	34(1	NUM
bracis-28419	186	5	)	)	PUNCT
bracis-28419	186	6	,	,	PUNCT
bracis-28419	186	7	50–70	50–70	NUM
bracis-28419	186	8	(	(	PUNCT
bracis-28419	186	9	2020	2020	NUM
bracis-28419	186	10	)	)	PUNCT
bracis-28419	186	11	google	google	PROPN
bracis-28419	186	12	scholar	scholar	NOUN
bracis-28419	186	13	  	  	SPACE
bracis-28419	186	14	loshchilov	loshchilov	PROPN
bracis-28419	186	15	,	,	PUNCT
bracis-28419	186	16	i.	i.	NOUN
bracis-28419	186	17	,	,	PUNCT
bracis-28419	186	18	hutter	hutter	NOUN
bracis-28419	186	19	,	,	PUNCT
bracis-28419	186	20	f.	f.	PROPN
bracis-28419	186	21	:	:	PUNCT
bracis-28419	186	22	decoupled	decouple	VERB
bracis-28419	186	23	weight	weight	NOUN
bracis-28419	186	24	decay	decay	NOUN
bracis-28419	186	25	regularization	regularization	NOUN
bracis-28419	186	26	.	.	PUNCT
bracis-28419	187	1	in	in	ADP
bracis-28419	187	2	:	:	PUNCT
bracis-28419	187	3	international	international	ADJ
bracis-28419	187	4	conference	conference	NOUN
bracis-28419	187	5	on	on	ADP
bracis-28419	187	6	learning	learn	VERB
bracis-28419	187	7	representations	representation	NOUN
bracis-28419	187	8	(	(	PUNCT
bracis-28419	187	9	2019	2019	NUM
bracis-28419	187	10	)	)	PUNCT
bracis-28419	187	11	.	.	PUNCT
bracis-28419	188	1	https://openreview.net/forum?id=bkg6ricqy7	https://openreview.net/forum?id=bkg6ricqy7	PROPN
bracis-28419	188	2	nikfarjam	nikfarjam	PROPN
bracis-28419	188	3	,	,	PUNCT
bracis-28419	188	4	a.	a.	NOUN
bracis-28419	188	5	,	,	PUNCT
bracis-28419	188	6	emadzadeh	emadzadeh	PROPN
bracis-28419	188	7	,	,	PUNCT
bracis-28419	188	8	e.	e.	PROPN
bracis-28419	188	9	,	,	PUNCT
bracis-28419	188	10	gonzalez	gonzalez	PROPN
bracis-28419	188	11	,	,	PUNCT
bracis-28419	188	12	g.	g.	PROPN
bracis-28419	188	13	:	:	PUNCT
bracis-28419	188	14	towards	towards	ADP
bracis-28419	188	15	generating	generate	VERB
bracis-28419	188	16	a	a	DET
bracis-28419	188	17	patient	patient	NOUN
bracis-28419	188	18	’s	’s	PART
bracis-28419	188	19	timeline	timeline	NOUN
bracis-28419	188	20	:	:	PUNCT
bracis-28419	188	21	extracting	extract	VERB
bracis-28419	188	22	temporal	temporal	ADJ
bracis-28419	188	23	relationships	relationship	NOUN
bracis-28419	188	24	from	from	ADP
bracis-28419	188	25	clinical	clinical	ADJ
bracis-28419	188	26	notes	note	NOUN
bracis-28419	188	27	.	.	PUNCT
bracis-28419	189	1	j.	j.	PROPN
bracis-28419	189	2	biomed	biome	VERB
bracis-28419	189	3	.	.	PUNCT
bracis-28419	190	1	inform	inform	NOUN
bracis-28419	190	2	.	.	PUNCT
bracis-28419	191	1	46	46	NUM
bracis-28419	191	2	,	,	PUNCT
bracis-28419	191	3	s40	s40	NOUN
bracis-28419	191	4	–	–	PUNCT
bracis-28419	191	5	s47	s47	NOUN
bracis-28419	191	6	(	(	PUNCT
bracis-28419	191	7	2013	2013	NUM
bracis-28419	191	8	)	)	PUNCT
bracis-28419	191	9	.	.	PUNCT
bracis-28419	192	1	https://doi.org/10.1016/j.jbi.2013.11.001	https://doi.org/10.1016/j.jbi.2013.11.001	PROPN
bracis-28419	192	2	,	,	PUNCT
bracis-28419	192	3	supplement	supplement	NOUN
bracis-28419	192	4	:	:	PUNCT
bracis-28419	192	5	2012	2012	NUM
bracis-28419	192	6	i2b2	i2b2	NOUN
bracis-28419	192	7	nlp	nlp	NOUN
bracis-28419	192	8	challenge	challenge	NOUN
bracis-28419	192	9	on	on	ADP
bracis-28419	192	10	temporal	temporal	ADJ
bracis-28419	192	11	relations	relation	NOUN
bracis-28419	192	12	in	in	ADP
bracis-28419	192	13	clinical	clinical	ADJ
bracis-28419	192	14	data	datum	NOUN
bracis-28419	192	15	pedregosa	pedregosa	PROPN
bracis-28419	192	16	,	,	PUNCT
bracis-28419	192	17	f.	f.	PROPN
bracis-28419	192	18	,	,	PUNCT
bracis-28419	192	19	et	et	PROPN
bracis-28419	192	20	al	al	PROPN
bracis-28419	192	21	.	.	PROPN
bracis-28419	192	22	:	:	PUNCT
bracis-28419	193	1	scikit	scikit	NOUN
bracis-28419	193	2	-	-	PUNCT
bracis-28419	193	3	learn	learn	VERB
bracis-28419	193	4	:	:	PUNCT
bracis-28419	193	5	machine	machine	NOUN
bracis-28419	193	6	learning	learning	NOUN
bracis-28419	193	7	in	in	ADP
bracis-28419	193	8	python	python	PROPN
bracis-28419	193	9	.	.	PUNCT
bracis-28419	194	1	j.	j.	PROPN
bracis-28419	194	2	mach	mach	PROPN
bracis-28419	194	3	.	.	PUNCT
bracis-28419	195	1	learn	learn	VERB
bracis-28419	195	2	.	.	PUNCT
bracis-28419	196	1	res	re	NOUN
bracis-28419	196	2	.	.	PROPN
bracis-28419	197	1	12	12	NUM
bracis-28419	197	2	,	,	PUNCT
bracis-28419	197	3	2825–2830	2825–2830	NUM
bracis-28419	197	4	(	(	PUNCT
bracis-28419	197	5	2011	2011	NUM
bracis-28419	197	6	)	)	PUNCT
bracis-28419	197	7	mathscinet	mathscinet	NOUN
bracis-28419	197	8	  	  	SPACE
bracis-28419	197	9	math	math	NOUN
bracis-28419	197	10	  	  	SPACE
bracis-28419	197	11	google	google	PROPN
bracis-28419	197	12	scholar	scholar	NOUN
bracis-28419	197	13	  	  	SPACE
bracis-28419	197	14	peters	peters	PROPN
bracis-28419	197	15	,	,	PUNCT
bracis-28419	197	16	m.e	m.e	PROPN
bracis-28419	197	17	.	.	PROPN
bracis-28419	197	18	,	,	PUNCT
bracis-28419	197	19	et	et	PROPN
bracis-28419	197	20	al	al	PROPN
bracis-28419	197	21	.	.	PROPN
bracis-28419	197	22	:	:	PUNCT
bracis-28419	198	1	deep	deep	ADJ
bracis-28419	198	2	contextualized	contextualized	ADJ
bracis-28419	198	3	word	word	NOUN
bracis-28419	198	4	representations	representation	NOUN
bracis-28419	198	5	.	.	PUNCT
bracis-28419	199	1	in	in	ADP
bracis-28419	199	2	:	:	PUNCT
bracis-28419	199	3	proceedings	proceeding	NOUN
bracis-28419	199	4	of	of	ADP
bracis-28419	199	5	the	the	DET
bracis-28419	199	6	2018	2018	NUM
bracis-28419	199	7	conference	conference	NOUN
bracis-28419	199	8	of	of	ADP
bracis-28419	199	9	the	the	DET
bracis-28419	199	10	north	north	ADJ
bracis-28419	199	11	american	american	ADJ
bracis-28419	199	12	chapter	chapter	NOUN
bracis-28419	199	13	of	of	ADP
bracis-28419	199	14	the	the	DET
bracis-28419	199	15	association	association	NOUN
bracis-28419	199	16	for	for	ADP
bracis-28419	199	17	computational	computational	ADJ
bracis-28419	199	18	linguistics	linguistic	NOUN
bracis-28419	199	19	:	:	PUNCT
bracis-28419	199	20	human	human	ADJ
bracis-28419	199	21	language	language	NOUN
bracis-28419	199	22	technologies	technology	NOUN
bracis-28419	199	23	,	,	PUNCT
bracis-28419	199	24	volume	volume	NOUN
bracis-28419	199	25	1	1	NUM
bracis-28419	199	26	(	(	PUNCT
bracis-28419	199	27	long	long	ADJ
bracis-28419	199	28	papers	paper	NOUN
bracis-28419	199	29	)	)	PUNCT
bracis-28419	199	30	,	,	PUNCT
bracis-28419	199	31	pp	pp	ADP
bracis-28419	199	32	.	.	PUNCT
bracis-28419	200	1	2227–2237	2227–2237	NUM
bracis-28419	200	2	.	.	PUNCT
bracis-28419	201	1	association	association	NOUN
bracis-28419	201	2	for	for	ADP
bracis-28419	201	3	computational	computational	ADJ
bracis-28419	201	4	linguistics	linguistic	NOUN
bracis-28419	201	5	,	,	PUNCT
bracis-28419	201	6	new	new	PROPN
bracis-28419	201	7	orleans	orleans	PROPN
bracis-28419	201	8	,	,	PUNCT
bracis-28419	201	9	louisiana	louisiana	PROPN
bracis-28419	201	10	(	(	PUNCT
bracis-28419	201	11	2018	2018	NUM
bracis-28419	201	12	)	)	PUNCT
bracis-28419	201	13	.	.	PUNCT
bracis-28419	202	1	https://doi.org/10.18653/v1/n18-1202	https://doi.org/10.18653/v1/n18-1202	NOUN
bracis-28419	202	2	,	,	PUNCT
bracis-28419	202	3	https://aclanthology.org/n18-1202	https://aclanthology.org/n18-1202	PROPN
bracis-28419	202	4	saeedi	saeedi	VERB
bracis-28419	202	5	,	,	PUNCT
bracis-28419	202	6	p.	p.	PROPN
bracis-28419	202	7	,	,	PUNCT
bracis-28419	202	8	et	et	PROPN
bracis-28419	202	9	al	al	PROPN
bracis-28419	202	10	.	.	PUNCT
bracis-28419	202	11	:	:	PUNCT
bracis-28419	203	1	global	global	ADJ
bracis-28419	203	2	and	and	CCONJ
bracis-28419	203	3	regional	regional	ADJ
bracis-28419	203	4	diabetes	diabetes	NOUN
bracis-28419	203	5	prevalence	prevalence	NOUN
bracis-28419	203	6	estimates	estimate	NOUN
bracis-28419	203	7	for	for	ADP
bracis-28419	203	8	2019	2019	NUM
bracis-28419	203	9	and	and	CCONJ
bracis-28419	203	10	projections	projection	NOUN
bracis-28419	203	11	for	for	ADP
bracis-28419	203	12	2030	2030	NUM
bracis-28419	203	13	and	and	CCONJ
bracis-28419	203	14	2045	2045	NUM
bracis-28419	203	15	:	:	PUNCT
bracis-28419	203	16	results	result	NOUN
bracis-28419	203	17	from	from	ADP
bracis-28419	203	18	the	the	DET
bracis-28419	203	19	international	international	ADJ
bracis-28419	203	20	diabetes	diabetes	NOUN
bracis-28419	203	21	federation	federation	PROPN
bracis-28419	203	22	diabetes	diabetes	PROPN
bracis-28419	203	23	atlas	atlas	PROPN
bracis-28419	203	24	,	,	PUNCT
bracis-28419	203	25	9th	9th	ADJ
bracis-28419	203	26	edition	edition	NOUN
bracis-28419	203	27	.	.	PUNCT
bracis-28419	204	1	diabetes	diabetes	NOUN
bracis-28419	204	2	res	re	NOUN
bracis-28419	204	3	.	.	PUNCT
bracis-28419	205	1	clin	clin	PROPN
bracis-28419	205	2	.	.	PUNCT
bracis-28419	206	1	pract	pract	PROPN
bracis-28419	206	2	.	.	PUNCT
bracis-28419	207	1	157	157	NUM
bracis-28419	207	2	,	,	PUNCT
bracis-28419	207	3	107843	107843	NUM
bracis-28419	207	4	(	(	PUNCT
bracis-28419	207	5	2019	2019	NUM
bracis-28419	207	6	)	)	PUNCT
bracis-28419	207	7	.	.	PUNCT
bracis-28419	208	1	https://doi.org/10.1016/j.diabres.2019.107843	https://doi.org/10.1016/j.diabres.2019.107843	PROPN
bracis-28419	208	2	schneider	schneider	PROPN
bracis-28419	208	3	,	,	PUNCT
bracis-28419	208	4	e.t.r	e.t.r	PROPN
bracis-28419	208	5	.	.	PROPN
bracis-28419	208	6	,	,	PUNCT
bracis-28419	208	7	et	et	PROPN
bracis-28419	208	8	al	al	PROPN
bracis-28419	208	9	.	.	PUNCT
bracis-28419	208	10	:	:	PUNCT
bracis-28419	209	1	biobertpt	biobertpt	NOUN
bracis-28419	209	2	a	a	DET
bracis-28419	209	3	portuguese	portuguese	ADJ
bracis-28419	209	4	neural	neural	ADJ
bracis-28419	209	5	language	language	NOUN
bracis-28419	209	6	model	model	NOUN
bracis-28419	209	7	for	for	ADP
bracis-28419	209	8	clinical	clinical	ADJ
bracis-28419	209	9	named	name	VERB
bracis-28419	209	10	entity	entity	NOUN
bracis-28419	209	11	recognition	recognition	NOUN
bracis-28419	209	12	.	.	PUNCT
bracis-28419	210	1	in	in	ADP
bracis-28419	210	2	:	:	PUNCT
bracis-28419	210	3	proceedings	proceeding	NOUN
bracis-28419	210	4	of	of	ADP
bracis-28419	210	5	the	the	DET
bracis-28419	210	6	3rd	3rd	ADJ
bracis-28419	210	7	clinical	clinical	ADJ
bracis-28419	210	8	natural	natural	ADJ
bracis-28419	210	9	language	language	NOUN
bracis-28419	210	10	processing	processing	NOUN
bracis-28419	210	11	workshop	workshop	NOUN
bracis-28419	210	12	,	,	PUNCT
bracis-28419	210	13	pp	pp	ADJ
bracis-28419	210	14	.	.	PUNCT
bracis-28419	210	15	65–72	65–72	NUM
bracis-28419	210	16	.	.	PUNCT
bracis-28419	210	17	association	association	NOUN
bracis-28419	210	18	for	for	ADP
bracis-28419	210	19	computational	computational	ADJ
bracis-28419	210	20	linguistics	linguistic	NOUN
bracis-28419	210	21	(	(	PUNCT
bracis-28419	210	22	2020	2020	NUM
bracis-28419	210	23	)	)	PUNCT
bracis-28419	210	24	.	.	PUNCT
bracis-28419	211	1	https://doi.org/10.18653/v1/2020.clinicalnlp-1.7	https://doi.org/10.18653/v1/2020.clinicalnlp-1.7	PROPN
bracis-28419	211	2	sharma	sharma	PROPN
bracis-28419	211	3	,	,	PUNCT
bracis-28419	211	4	v.	v.	PROPN
bracis-28419	211	5	,	,	PUNCT
bracis-28419	211	6	kulkarni	kulkarni	PROPN
bracis-28419	211	7	,	,	PUNCT
bracis-28419	211	8	n.	n.	PROPN
bracis-28419	211	9	,	,	PUNCT
bracis-28419	211	10	pranavi	pranavi	NOUN
bracis-28419	211	11	,	,	PUNCT
bracis-28419	211	12	s.	s.	PROPN
bracis-28419	211	13	,	,	PUNCT
bracis-28419	211	14	bayomi	bayomi	PROPN
bracis-28419	211	15	,	,	PUNCT
bracis-28419	211	16	g.	g.	PROPN
bracis-28419	211	17	,	,	PUNCT
bracis-28419	211	18	nyberg	nyberg	PROPN
bracis-28419	211	19	,	,	PUNCT
bracis-28419	211	20	e.	e.	PROPN
bracis-28419	211	21	,	,	PUNCT
bracis-28419	211	22	mitamura	mitamura	PROPN
bracis-28419	211	23	,	,	PUNCT
bracis-28419	211	24	t.	t.	PROPN
bracis-28419	211	25	:	:	PUNCT
bracis-28419	211	26	bioama	bioama	NOUN
bracis-28419	211	27	:	:	PUNCT
bracis-28419	211	28	towards	towards	ADP
bracis-28419	211	29	an	an	DET
bracis-28419	211	30	end	end	NOUN
bracis-28419	211	31	to	to	PART
bracis-28419	211	32	end	end	VERB
bracis-28419	211	33	biomedical	biomedical	ADJ
bracis-28419	211	34	question	question	NOUN
bracis-28419	211	35	answering	answer	VERB
bracis-28419	211	36	system	system	NOUN
bracis-28419	211	37	.	.	PUNCT
bracis-28419	212	1	in	in	ADP
bracis-28419	212	2	:	:	PUNCT
bracis-28419	212	3	proceedings	proceeding	NOUN
bracis-28419	212	4	of	of	ADP
bracis-28419	212	5	the	the	DET
bracis-28419	212	6	bionlp	bionlp	ADJ
bracis-28419	212	7	2018	2018	NUM
bracis-28419	212	8	workshop	workshop	NOUN
bracis-28419	212	9	,	,	PUNCT
bracis-28419	212	10	pp	pp	ADJ
bracis-28419	212	11	.	.	PUNCT
bracis-28419	213	1	109–117	109–117	NUM
bracis-28419	213	2	.	.	PUNCT
bracis-28419	213	3	association	association	NOUN
bracis-28419	213	4	for	for	ADP
bracis-28419	213	5	computational	computational	ADJ
bracis-28419	213	6	linguistics	linguistic	NOUN
bracis-28419	213	7	,	,	PUNCT
bracis-28419	213	8	melbourne	melbourne	PROPN
bracis-28419	213	9	,	,	PUNCT
bracis-28419	213	10	australia	australia	PROPN
bracis-28419	213	11	(	(	PUNCT
bracis-28419	213	12	2018	2018	NUM
bracis-28419	213	13	)	)	PUNCT
bracis-28419	213	14	.	.	PUNCT
bracis-28419	214	1	https://doi.org/10.18653/v1/w18-2312	https://doi.org/10.18653/v1/w18-2312	PROPN
bracis-28419	214	2	,	,	PUNCT
bracis-28419	214	3	https://aclanthology.org/w18-2312	https://aclanthology.org/w18-2312	PROPN
bracis-28419	214	4	soares	soare	NOUN
bracis-28419	214	5	,	,	PUNCT
bracis-28419	214	6	l.b	l.b	PROPN
bracis-28419	214	7	.	.	PROPN
bracis-28419	214	8	,	,	PUNCT
bracis-28419	214	9	fitzgerald	fitzgerald	PROPN
bracis-28419	214	10	,	,	PUNCT
bracis-28419	214	11	n.	n.	PROPN
bracis-28419	214	12	,	,	PUNCT
bracis-28419	214	13	ling	ling	PROPN
bracis-28419	214	14	,	,	PUNCT
bracis-28419	214	15	j.	j.	PROPN
bracis-28419	214	16	,	,	PUNCT
bracis-28419	214	17	kwiatkowski	kwiatkowski	PROPN
bracis-28419	214	18	,	,	PUNCT
bracis-28419	214	19	t.	t.	PROPN
bracis-28419	214	20	:	:	PUNCT
bracis-28419	214	21	matching	match	VERB
bracis-28419	214	22	the	the	DET
bracis-28419	214	23	blanks	blank	NOUN
bracis-28419	214	24	:	:	PUNCT
bracis-28419	214	25	distributional	distributional	ADJ
bracis-28419	214	26	similarity	similarity	NOUN
bracis-28419	214	27	for	for	ADP
bracis-28419	214	28	relation	relation	NOUN
bracis-28419	214	29	learning	learning	NOUN
bracis-28419	214	30	.	.	PUNCT
bracis-28419	215	1	in	in	ADP
bracis-28419	215	2	:	:	PUNCT
bracis-28419	215	3	acl	acl	PROPN
bracis-28419	215	4	2019–57th	2019–57th	NUM
bracis-28419	215	5	annual	annual	ADJ
bracis-28419	215	6	meeting	meeting	NOUN
bracis-28419	215	7	of	of	ADP
bracis-28419	215	8	the	the	DET
bracis-28419	215	9	association	association	NOUN
bracis-28419	215	10	for	for	ADP
bracis-28419	215	11	computational	computational	ADJ
bracis-28419	215	12	linguistics	linguistic	NOUN
bracis-28419	215	13	,	,	PUNCT
bracis-28419	215	14	proceedings	proceeding	NOUN
bracis-28419	215	15	of	of	ADP
bracis-28419	215	16	the	the	DET
bracis-28419	215	17	conference	conference	NOUN
bracis-28419	215	18	,	,	PUNCT
bracis-28419	215	19	pp	pp	X
bracis-28419	215	20	.	.	PUNCT
bracis-28419	216	1	2895–2905	2895–2905	NUM
bracis-28419	216	2	(	(	PUNCT
bracis-28419	216	3	2020	2020	NUM
bracis-28419	216	4	)	)	PUNCT
bracis-28419	216	5	.	.	PUNCT
bracis-28419	217	1	https://doi.org/10.18653/v1/p19-1279	https://doi.org/10.18653/v1/p19-1279	PROPN
bracis-28419	217	2	souza	souza	PROPN
bracis-28419	217	3	,	,	PUNCT
bracis-28419	217	4	f.	f.	PROPN
bracis-28419	217	5	,	,	PUNCT
bracis-28419	217	6	nogueira	nogueira	PROPN
bracis-28419	217	7	,	,	PUNCT
bracis-28419	217	8	r.	r.	PROPN
bracis-28419	217	9	,	,	PUNCT
bracis-28419	217	10	lotufo	lotufo	PROPN
bracis-28419	217	11	,	,	PUNCT
bracis-28419	217	12	r.	r.	PROPN
bracis-28419	217	13	:	:	PUNCT
bracis-28419	217	14	bertimbau	bertimbau	PROPN
bracis-28419	217	15	:	:	PUNCT
bracis-28419	217	16	pretrained	pretraine	VERB
bracis-28419	217	17	bert	bert	NOUN
bracis-28419	217	18	models	model	NOUN
bracis-28419	217	19	for	for	ADP
bracis-28419	217	20	brazilian	brazilian	ADJ
bracis-28419	217	21	portuguese	portuguese	NOUN
bracis-28419	217	22	.	.	PUNCT
bracis-28419	218	1	in	in	ADP
bracis-28419	218	2	:	:	PUNCT
bracis-28419	218	3	cerri	cerri	PROPN
bracis-28419	218	4	,	,	PUNCT
bracis-28419	218	5	r.	r.	PROPN
bracis-28419	218	6	,	,	PUNCT
bracis-28419	218	7	prati	prati	PROPN
bracis-28419	218	8	,	,	PUNCT
bracis-28419	218	9	r.c	r.c	PROPN
bracis-28419	218	10	.	.	PROPN
bracis-28419	218	11	(	(	PUNCT
bracis-28419	218	12	eds	ed	NOUN
bracis-28419	218	13	.	.	PUNCT
bracis-28419	218	14	)	)	PUNCT
bracis-28419	218	15	bracis	bracis	PROPN
bracis-28419	218	16	2020	2020	NUM
bracis-28419	218	17	.	.	PUNCT
bracis-28419	219	1	lncs	lncs	PROPN
bracis-28419	219	2	(	(	PUNCT
bracis-28419	219	3	lnai	lnai	ADJ
bracis-28419	219	4	)	)	PUNCT
bracis-28419	219	5	,	,	PUNCT
bracis-28419	219	6	vol	vol	NOUN
bracis-28419	219	7	.	.	PUNCT
bracis-28419	219	8	12319	12319	NUM
bracis-28419	219	9	,	,	PUNCT
bracis-28419	219	10	pp	pp	ADP
bracis-28419	219	11	.	.	PUNCT
bracis-28419	220	1	403–417	403–417	NUM
bracis-28419	220	2	.	.	PUNCT
bracis-28419	220	3	springer	springer	NOUN
bracis-28419	220	4	,	,	PUNCT
bracis-28419	220	5	cham	cham	PROPN
bracis-28419	220	6	(	(	PUNCT
bracis-28419	220	7	2020	2020	NUM
bracis-28419	220	8	)	)	PUNCT
bracis-28419	220	9	.	.	PUNCT
bracis-28419	221	1	https://doi.org/10.1007/978-3-030-61377-8_28	https://doi.org/10.1007/978-3-030-61377-8_28	PROPN
bracis-28419	221	2	chapter	chapter	NOUN
bracis-28419	221	3	  	  	SPACE
bracis-28419	221	4	google	google	PROPN
bracis-28419	221	5	scholar	scholar	NOUN
bracis-28419	221	6	  	  	SPACE
bracis-28419	221	7	wagner	wagner	PROPN
bracis-28419	221	8	,	,	PUNCT
bracis-28419	221	9	j.	j.	PROPN
bracis-28419	221	10	,	,	PUNCT
bracis-28419	221	11	wilkens	wilkens	PROPN
bracis-28419	221	12	,	,	PUNCT
bracis-28419	221	13	r.	r.	PROPN
bracis-28419	221	14	,	,	PUNCT
bracis-28419	221	15	idiart	idiart	NOUN
bracis-28419	221	16	,	,	PUNCT
bracis-28419	221	17	m.	m.	NOUN
bracis-28419	221	18	,	,	PUNCT
bracis-28419	221	19	villavicencio	villavicencio	NOUN
bracis-28419	221	20	,	,	PUNCT
bracis-28419	221	21	a.	a.	NOUN
bracis-28419	221	22	:	:	PUNCT
bracis-28419	221	23	the	the	DET
bracis-28419	221	24	brwac	brwac	PROPN
bracis-28419	221	25	corpus	corpus	PROPN
bracis-28419	221	26	:	:	PUNCT
bracis-28419	221	27	a	a	DET
bracis-28419	221	28	new	new	ADJ
bracis-28419	221	29	open	open	ADJ
bracis-28419	221	30	resource	resource	NOUN
bracis-28419	221	31	for	for	ADP
bracis-28419	221	32	brazilian	brazilian	ADJ
bracis-28419	221	33	portuguese	portuguese	NOUN
bracis-28419	221	34	(	(	PUNCT
bracis-28419	221	35	2018	2018	NUM
bracis-28419	221	36	)	)	PUNCT
bracis-28419	221	37	google	google	PROPN
bracis-28419	221	38	scholar	scholar	NOUN
bracis-28419	221	39	  	  	SPACE
bracis-28419	221	40	download	download	NOUN
bracis-28419	221	41	references	reference	NOUN
bracis-28419	221	42	author	author	NOUN
bracis-28419	221	43	information	information	NOUN
bracis-28419	221	44	authors	author	NOUN
bracis-28419	221	45	and	and	CCONJ
bracis-28419	221	46	affiliations	affiliation	NOUN
bracis-28419	221	47	aixplain	aixplain	VERB
bracis-28419	221	48	inc	inc	PROPN
bracis-28419	221	49	.	.	PROPN
bracis-28419	221	50	,	,	PUNCT
bracis-28419	221	51	los	los	PROPN
bracis-28419	221	52	gatos	gatos	PROPN
bracis-28419	221	53	,	,	PUNCT
bracis-28419	221	54	usa	usa	PROPN
bracis-28419	221	55	lucas	lucas	PROPN
bracis-28419	221	56	pavanelli	pavanelli	PROPN
bracis-28419	221	57	 	 	SPACE
bracis-28419	221	58	&	&	CCONJ
bracis-28419	221	59	 	 	SPACE
bracis-28419	221	60	thiago	thiago	PROPN
bracis-28419	221	61	ferreira	ferreira	PROPN
bracis-28419	221	62	universidade	universidade	PROPN
bracis-28419	221	63	federal	federal	PROPN
bracis-28419	221	64	de	de	PROPN
bracis-28419	221	65	minas	minas	PROPN
bracis-28419	221	66	gerais	gerais	PROPN
bracis-28419	221	67	,	,	PUNCT
bracis-28419	221	68	belo	belo	PROPN
bracis-28419	221	69	horizonte	horizonte	PROPN
bracis-28419	221	70	,	,	PUNCT
bracis-28419	221	71	brazil	brazil	PROPN
bracis-28419	221	72	yohan	yohan	PROPN
bracis-28419	221	73	bonescki	bonescki	PROPN
bracis-28419	221	74	gumiel	gumiel	PROPN
bracis-28419	221	75	 	 	SPACE
bracis-28419	221	76	&	&	CCONJ
bracis-28419	221	77	 	 	SPACE
bracis-28419	221	78	adriana	adriana	PROPN
bracis-28419	221	79	pagano	pagano	PROPN
bracis-28419	221	80	pontifícia	pontifícia	PROPN
bracis-28419	221	81	universidade	universidade	PROPN
bracis-28419	221	82	católica	católica	PROPN
bracis-28419	221	83	do	do	AUX
bracis-28419	221	84	rio	rio	PROPN
bracis-28419	221	85	de	de	PROPN
bracis-28419	221	86	janeiro	janeiro	PROPN
bracis-28419	221	87	(	(	PUNCT
bracis-28419	221	88	puc	puc	PROPN
bracis-28419	221	89	-	-	PUNCT
bracis-28419	221	90	rj	rj	NOUN
bracis-28419	221	91	)	)	PUNCT
bracis-28419	221	92	,	,	PUNCT
bracis-28419	221	93	rio	rio	PROPN
bracis-28419	221	94	de	de	PROPN
bracis-28419	221	95	janeiro	janeiro	PROPN
bracis-28419	221	96	,	,	PUNCT
bracis-28419	221	97	brazil	brazil	PROPN
bracis-28419	221	98	eduardo	eduardo	PROPN
bracis-28419	221	99	laber	laber	PROPN
bracis-28419	221	100	authors	authors	PROPN
bracis-28419	221	101	lucas	lucas	PROPN
bracis-28419	221	102	pavanelliview	pavanelliview	PROPN
bracis-28419	221	103	author	author	NOUN
bracis-28419	221	104	publications	publication	NOUN
bracis-28419	221	105	search	search	NOUN
bracis-28419	221	106	author	author	NOUN
bracis-28419	221	107	on	on	ADP
bracis-28419	221	108	:	:	PUNCT
bracis-28419	221	109	pubmed	pubmed	PROPN
bracis-28419	221	110	 	 	SPACE
bracis-28419	221	111	google	google	PROPN
bracis-28419	221	112	scholar	scholar	NOUN
bracis-28419	221	113	yohan	yohan	PROPN
bracis-28419	221	114	bonescki	bonescki	PROPN
bracis-28419	221	115	gumielview	gumielview	PROPN
bracis-28419	221	116	author	author	NOUN
bracis-28419	221	117	publications	publication	NOUN
bracis-28419	221	118	search	search	NOUN
bracis-28419	221	119	author	author	NOUN
bracis-28419	221	120	on	on	ADP
bracis-28419	221	121	:	:	PUNCT
bracis-28419	221	122	pubmed	pubmed	PROPN
bracis-28419	221	123	 	 	SPACE
bracis-28419	221	124	google	google	PROPN
bracis-28419	221	125	scholar	scholar	NOUN
bracis-28419	221	126	thiago	thiago	PROPN
bracis-28419	221	127	ferreiraview	ferreiraview	NOUN
bracis-28419	221	128	author	author	NOUN
bracis-28419	221	129	publications	publication	NOUN
bracis-28419	221	130	search	search	NOUN
bracis-28419	221	131	author	author	NOUN
bracis-28419	221	132	on	on	ADP
bracis-28419	221	133	:	:	PUNCT
bracis-28419	221	134	pubmed	pubmed	PROPN
bracis-28419	221	135	 	 	SPACE
bracis-28419	221	136	google	google	PROPN
bracis-28419	221	137	scholar	scholar	NOUN
bracis-28419	221	138	adriana	adriana	PROPN
bracis-28419	221	139	paganoview	paganoview	PROPN
bracis-28419	221	140	author	author	NOUN
bracis-28419	221	141	publications	publication	VERB
bracis-28419	221	142	search	search	NOUN
bracis-28419	221	143	author	author	NOUN
bracis-28419	221	144	on	on	ADP
bracis-28419	221	145	:	:	PUNCT
bracis-28419	221	146	pubmed	pubmed	PROPN
bracis-28419	221	147	 	 	SPACE
bracis-28419	221	148	google	google	PROPN
bracis-28419	221	149	scholar	scholar	PROPN
bracis-28419	221	150	eduardo	eduardo	PROPN
bracis-28419	221	151	laberview	laberview	PROPN
bracis-28419	221	152	author	author	NOUN
bracis-28419	221	153	publications	publication	NOUN
bracis-28419	221	154	search	search	NOUN
bracis-28419	221	155	author	author	NOUN
bracis-28419	221	156	on	on	ADP
bracis-28419	221	157	:	:	PUNCT
bracis-28419	221	158	pubmed	pubmed	PROPN
bracis-28419	221	159	 	 	SPACE
bracis-28419	221	160	google	google	PROPN
bracis-28419	221	161	scholar	scholar	NOUN
bracis-28419	221	162	corresponding	correspond	VERB
bracis-28419	221	163	author	author	NOUN
bracis-28419	221	164	correspondence	correspondence	NOUN
bracis-28419	221	165	to	to	ADP
bracis-28419	221	166	lucas	lucas	PROPN
bracis-28419	221	167	pavanelli	pavanelli	PROPN
bracis-28419	221	168	.	.	PUNCT
bracis-28419	222	1	editor	editor	NOUN
bracis-28419	222	2	information	information	NOUN
bracis-28419	222	3	editors	editor	NOUN
bracis-28419	222	4	and	and	CCONJ
bracis-28419	222	5	affiliations	affiliation	NOUN
bracis-28419	222	6	federal	federal	PROPN
bracis-28419	222	7	university	university	PROPN
bracis-28419	222	8	of	of	ADP
bracis-28419	222	9	são	são	PROPN
bracis-28419	222	10	carlos	carlos	PROPN
bracis-28419	222	11	,	,	PUNCT
bracis-28419	222	12	são	são	PROPN
bracis-28419	222	13	carlos	carlos	PROPN
bracis-28419	222	14	,	,	PUNCT
bracis-28419	222	15	brazil	brazil	PROPN
bracis-28419	222	16	murilo	murilo	PROPN
bracis-28419	222	17	c.	c.	PROPN
bracis-28419	222	18	naldi	naldi	PROPN
bracis-28419	222	19	centro	centro	PROPN
bracis-28419	222	20	universitario	universitario	PROPN
bracis-28419	222	21	da	da	PROPN
bracis-28419	222	22	fei	fei	PROPN
bracis-28419	222	23	,	,	PUNCT
bracis-28419	222	24	são	são	PROPN
bracis-28419	222	25	bernardo	bernardo	PROPN
bracis-28419	222	26	do	do	AUX
bracis-28419	222	27	campo	campo	PROPN
bracis-28419	222	28	,	,	PUNCT
bracis-28419	222	29	brazil	brazil	PROPN
bracis-28419	222	30	reinaldo	reinaldo	PROPN
bracis-28419	222	31	a.	a.	PROPN
bracis-28419	222	32	c.	c.	PROPN
bracis-28419	222	33	bianchi	bianchi	PROPN
bracis-28419	222	34	ethics	ethic	NOUN
bracis-28419	222	35	declarations	declaration	NOUN
bracis-28419	222	36	ethical	ethical	ADJ
bracis-28419	222	37	statement	statement	NOUN
bracis-28419	222	38	our	our	PRON
bracis-28419	222	39	study	study	NOUN
bracis-28419	222	40	fully	fully	ADV
bracis-28419	222	41	complies	comply	VERB
bracis-28419	222	42	with	with	ADP
bracis-28419	222	43	ethical	ethical	ADJ
bracis-28419	222	44	standards	standard	NOUN
bracis-28419	222	45	and	and	CCONJ
bracis-28419	222	46	did	do	AUX
bracis-28419	222	47	not	not	PART
bracis-28419	222	48	require	require	VERB
bracis-28419	222	49	any	any	DET
bracis-28419	222	50	submission	submission	NOUN
bracis-28419	222	51	to	to	ADP
bracis-28419	222	52	ethical	ethical	ADJ
bracis-28419	222	53	boards	board	NOUN
bracis-28419	222	54	,	,	PUNCT
bracis-28419	222	55	since	since	SCONJ
bracis-28419	222	56	no	no	DET
bracis-28419	222	57	data	data	NOUN
bracis-28419	222	58	collection	collection	NOUN
bracis-28419	222	59	with	with	ADP
bracis-28419	222	60	human	human	ADJ
bracis-28419	222	61	subjects	subject	NOUN
bracis-28419	222	62	was	be	AUX
bracis-28419	222	63	carried	carry	VERB
bracis-28419	222	64	out	out	ADP
bracis-28419	222	65	.	.	PUNCT
bracis-28419	223	1	our	our	PRON
bracis-28419	223	2	dataset	dataset	NOUN
bracis-28419	223	3	was	be	AUX
bracis-28419	223	4	created	create	VERB
bracis-28419	223	5	by	by	ADP
bracis-28419	223	6	our	our	PRON
bracis-28419	223	7	team	team	NOUN
bracis-28419	223	8	and	and	CCONJ
bracis-28419	223	9	contains	contain	VERB
bracis-28419	223	10	texts	text	NOUN
bracis-28419	223	11	drafted	draft	VERB
bracis-28419	223	12	by	by	ADP
bracis-28419	223	13	medical	medical	ADJ
bracis-28419	223	14	students	student	NOUN
bracis-28419	223	15	under	under	ADP
bracis-28419	223	16	the	the	DET
bracis-28419	223	17	supervision	supervision	NOUN
bracis-28419	223	18	of	of	ADP
bracis-28419	223	19	healthcare	healthcare	NOUN
bracis-28419	223	20	professionals	professional	NOUN
bracis-28419	223	21	,	,	PUNCT
bracis-28419	223	22	all	all	PRON
bracis-28419	223	23	of	of	ADP
bracis-28419	223	24	whom	whom	PRON
bracis-28419	223	25	are	be	AUX
bracis-28419	223	26	research	research	NOUN
bracis-28419	223	27	members	member	NOUN
bracis-28419	223	28	in	in	ADP
bracis-28419	223	29	our	our	PRON
bracis-28419	223	30	project	project	NOUN
bracis-28419	223	31	.	.	PUNCT
bracis-28419	224	1	rights	right	NOUN
bracis-28419	224	2	and	and	CCONJ
bracis-28419	224	3	permissions	permission	NOUN
bracis-28419	224	4	reprints	reprint	NOUN
bracis-28419	224	5	and	and	CCONJ
bracis-28419	224	6	permissions	permission	VERB
bracis-28419	224	7	copyright	copyright	NOUN
bracis-28419	224	8	information	information	NOUN
bracis-28419	224	9	©	©	ADP
bracis-28419	224	10	2023	2023	NUM
bracis-28419	224	11	the	the	DET
bracis-28419	224	12	author(s	author(s	NOUN
bracis-28419	224	13	)	)	PUNCT
bracis-28419	224	14	,	,	PUNCT
bracis-28419	224	15	under	under	ADP
bracis-28419	224	16	exclusive	exclusive	ADJ
bracis-28419	224	17	license	license	NOUN
bracis-28419	224	18	to	to	ADP
bracis-28419	224	19	springer	springer	NOUN
bracis-28419	224	20	nature	nature	PROPN
bracis-28419	224	21	switzerland	switzerland	PROPN
bracis-28419	224	22	ag	ag	PROPN
bracis-28419	224	23	about	about	ADP
bracis-28419	224	24	this	this	DET
bracis-28419	224	25	paper	paper	NOUN
bracis-28419	224	26	cite	cite	VERB
bracis-28419	224	27	this	this	DET
bracis-28419	224	28	paper	paper	NOUN
bracis-28419	224	29	pavanelli	pavanelli	PROPN
bracis-28419	224	30	,	,	PUNCT
bracis-28419	224	31	l.	l.	PROPN
bracis-28419	224	32	,	,	PUNCT
bracis-28419	224	33	gumiel	gumiel	PROPN
bracis-28419	224	34	,	,	PUNCT
bracis-28419	224	35	y.b	y.b	PROPN
bracis-28419	224	36	.	.	PROPN
bracis-28419	224	37	,	,	PUNCT
bracis-28419	224	38	ferreira	ferreira	PROPN
bracis-28419	224	39	,	,	PUNCT
bracis-28419	224	40	t.	t.	PROPN
bracis-28419	224	41	,	,	PUNCT
bracis-28419	224	42	pagano	pagano	PROPN
bracis-28419	224	43	,	,	PUNCT
bracis-28419	224	44	a.	a.	NOUN
bracis-28419	224	45	,	,	PUNCT
bracis-28419	224	46	laber	laber	PROPN
bracis-28419	224	47	,	,	PUNCT
bracis-28419	224	48	e.	e.	PROPN
bracis-28419	224	49	(	(	PUNCT
bracis-28419	224	50	2023	2023	NUM
bracis-28419	224	51	)	)	PUNCT
bracis-28419	224	52	.	.	PUNCT
bracis-28419	225	1	bete	bete	PROPN
bracis-28419	225	2	:	:	PUNCT
bracis-28419	225	3	a	a	DET
bracis-28419	225	4	brazilian	brazilian	ADJ
bracis-28419	225	5	portuguese	portuguese	NOUN
bracis-28419	225	6	dataset	dataset	VERB
bracis-28419	225	7	for	for	ADP
bracis-28419	225	8	 	 	SPACE
bracis-28419	225	9	named	name	VERB
bracis-28419	225	10	entity	entity	NOUN
bracis-28419	225	11	recognition	recognition	NOUN
bracis-28419	225	12	and	and	CCONJ
bracis-28419	225	13	 	 	SPACE
bracis-28419	225	14	relation	relation	NOUN
bracis-28419	225	15	extraction	extraction	NOUN
bracis-28419	225	16	in	in	ADP
bracis-28419	225	17	 	 	SPACE
bracis-28419	225	18	the	the	DET
bracis-28419	225	19	 	 	SPACE
bracis-28419	225	20	diabetes	diabetes	NOUN
bracis-28419	225	21	healthcare	healthcare	NOUN
bracis-28419	225	22	domain	domain	NOUN
bracis-28419	225	23	.	.	PUNCT
bracis-28419	226	1	in	in	ADP
bracis-28419	226	2	:	:	PUNCT
bracis-28419	226	3	naldi	naldi	PROPN
bracis-28419	226	4	,	,	PUNCT
bracis-28419	226	5	m.c	m.c	PROPN
bracis-28419	226	6	.	.	PROPN
bracis-28419	226	7	,	,	PUNCT
bracis-28419	226	8	bianchi	bianchi	PROPN
bracis-28419	226	9	,	,	PUNCT
bracis-28419	226	10	r.a.c	r.a.c	ADP
bracis-28419	226	11	.	.	PUNCT
bracis-28419	226	12	(	(	PUNCT
bracis-28419	226	13	eds	ed	NOUN
bracis-28419	226	14	)	)	PUNCT
bracis-28419	226	15	intelligent	intelligent	ADJ
bracis-28419	226	16	systems	system	NOUN
bracis-28419	226	17	.	.	PUNCT
bracis-28419	227	1	bracis	bracis	PROPN
bracis-28419	227	2	2023	2023	NUM
bracis-28419	227	3	.	.	PUNCT
bracis-28419	228	1	lecture	lecture	NOUN
bracis-28419	228	2	notes	note	NOUN
bracis-28419	228	3	in	in	ADP
bracis-28419	228	4	computer	computer	NOUN
bracis-28419	228	5	science	science	NOUN
bracis-28419	228	6	(	(	PUNCT
bracis-28419	228	7	)	)	PUNCT
bracis-28419	228	8	,	,	PUNCT
bracis-28419	228	9	vol	vol	NOUN
bracis-28419	228	10	14197	14197	NUM
bracis-28419	228	11	.	.	PUNCT
bracis-28419	229	1	springer	springer	NOUN
bracis-28419	229	2	,	,	PUNCT
bracis-28419	229	3	cham	cham	PROPN
bracis-28419	229	4	.	.	PUNCT
bracis-28419	230	1	https://doi.org/10.1007/978-3-031-45392-2_17	https://doi.org/10.1007/978-3-031-45392-2_17	PROPN
bracis-28419	230	2	download	download	NOUN
bracis-28419	230	3	citation	citation	NOUN
bracis-28419	230	4	.ris	.ris	PUNCT
bracis-28419	231	1	.enw	.enw	PROPN
bracis-28419	231	2	.bib	.bib	PUNCT
bracis-28419	232	1	doi	doi	PROPN
bracis-28419	232	2	:	:	PUNCT
bracis-28419	232	3	https://doi.org/10.1007/978-3-031-45392-2_17	https://doi.org/10.1007/978-3-031-45392-2_17	PROPN
bracis-28419	232	4	published	publish	VERB
bracis-28419	232	5	:	:	PUNCT
bracis-28419	232	6	12	12	NUM
bracis-28419	232	7	october	october	PROPN
bracis-28419	232	8	2023	2023	NUM
bracis-28419	232	9	publisher	publisher	NOUN
bracis-28419	232	10	name	name	NOUN
bracis-28419	232	11	:	:	PUNCT
bracis-28419	232	12	springer	springer	NOUN
bracis-28419	232	13	,	,	PUNCT
bracis-28419	232	14	cham	cham	PROPN
bracis-28419	232	15	print	print	PROPN
bracis-28419	232	16	isbn	isbn	PROPN
bracis-28419	232	17	:	:	PUNCT
bracis-28419	232	18	978	978	NUM
bracis-28419	232	19	-	-	SYM
bracis-28419	232	20	3	3	NUM
bracis-28419	232	21	-	-	PUNCT
bracis-28419	232	22	031	031	NUM
bracis-28419	232	23	-	-	PUNCT
bracis-28419	232	24	45391	45391	NUM
bracis-28419	232	25	-	-	SYM
bracis-28419	232	26	5	5	NUM
bracis-28419	232	27	online	online	ADJ
bracis-28419	232	28	isbn	isbn	NOUN
bracis-28419	232	29	:	:	PUNCT
bracis-28419	232	30	978	978	NUM
bracis-28419	232	31	-	-	SYM
bracis-28419	232	32	3	3	NUM
bracis-28419	232	33	-	-	PUNCT
bracis-28419	232	34	031	031	NUM
bracis-28419	232	35	-	-	PUNCT
bracis-28419	232	36	45392	45392	NUM
bracis-28419	232	37	-	-	SYM
bracis-28419	232	38	2	2	NUM
bracis-28419	232	39	ebook	ebook	NOUN
bracis-28419	232	40	packages	package	NOUN
bracis-28419	232	41	:	:	PUNCT
bracis-28419	232	42	computer	computer	NOUN
bracis-28419	232	43	sciencecomputer	sciencecomputer	NOUN
bracis-28419	232	44	science	science	NOUN
bracis-28419	232	45	(	(	PUNCT
bracis-28419	232	46	r0	r0	NOUN
bracis-28419	232	47	)	)	PUNCT
bracis-28419	232	48	share	share	VERB
bracis-28419	232	49	this	this	DET
bracis-28419	232	50	paper	paper	NOUN
bracis-28419	232	51	anyone	anyone	PRON
bracis-28419	232	52	you	you	PRON
bracis-28419	232	53	share	share	VERB
bracis-28419	232	54	the	the	DET
bracis-28419	232	55	following	follow	VERB
bracis-28419	232	56	link	link	NOUN
bracis-28419	232	57	with	with	ADP
bracis-28419	232	58	will	will	AUX
bracis-28419	232	59	be	be	AUX
bracis-28419	232	60	able	able	ADJ
bracis-28419	232	61	to	to	PART
bracis-28419	232	62	read	read	VERB
bracis-28419	232	63	this	this	DET
bracis-28419	232	64	content	content	NOUN
bracis-28419	232	65	:	:	PUNCT
bracis-28419	232	66	get	get	VERB
bracis-28419	232	67	shareable	shareable	ADJ
bracis-28419	232	68	linksorry	linksorry	NOUN
bracis-28419	232	69	,	,	PUNCT
bracis-28419	232	70	a	a	DET
bracis-28419	232	71	shareable	shareable	ADJ
bracis-28419	232	72	link	link	NOUN
bracis-28419	232	73	is	be	AUX
bracis-28419	232	74	not	not	PART
bracis-28419	232	75	currently	currently	ADV
bracis-28419	232	76	available	available	ADJ
bracis-28419	232	77	for	for	ADP
bracis-28419	232	78	this	this	DET
bracis-28419	232	79	article	article	NOUN
bracis-28419	232	80	.	.	PUNCT
bracis-28419	233	1	copy	copy	VERB
bracis-28419	233	2	shareable	shareable	ADJ
bracis-28419	233	3	link	link	NOUN
bracis-28419	233	4	to	to	PART
bracis-28419	233	5	clipboard	clipboard	NOUN
bracis-28419	233	6	provided	provide	VERB
bracis-28419	233	7	by	by	ADP
bracis-28419	233	8	the	the	DET
bracis-28419	233	9	springer	springer	NOUN
bracis-28419	233	10	nature	nature	PROPN
bracis-28419	233	11	sharedit	sharedit	PROPN
bracis-28419	233	12	content	content	NOUN
bracis-28419	233	13	-	-	PUNCT
bracis-28419	233	14	sharing	share	VERB
bracis-28419	233	15	initiative	initiative	NOUN
bracis-28419	233	16	keywords	keyword	NOUN
bracis-28419	233	17	dataset	dataset	VERB
bracis-28419	233	18	named	name	VERB
bracis-28419	233	19	entity	entity	NOUN
bracis-28419	233	20	recognition	recognition	NOUN
bracis-28419	233	21	relation	relation	NOUN
bracis-28419	233	22	extraction	extraction	NOUN
bracis-28419	233	23	publish	publish	VERB
bracis-28419	233	24	with	with	ADP
bracis-28419	233	25	us	us	PROPN
bracis-28419	233	26	policies	policy	NOUN
bracis-28419	233	27	and	and	CCONJ
bracis-28419	233	28	ethics	ethic	NOUN
bracis-28419	233	29	search	search	NOUN
bracis-28419	233	30	search	search	NOUN
bracis-28419	233	31	by	by	ADP
bracis-28419	233	32	keyword	keyword	NOUN
bracis-28419	233	33	or	or	CCONJ
bracis-28419	233	34	author	author	NOUN
bracis-28419	233	35	search	search	NOUN
bracis-28419	233	36	navigation	navigation	NOUN
bracis-28419	233	37	find	find	VERB
bracis-28419	233	38	a	a	DET
bracis-28419	233	39	journal	journal	NOUN
bracis-28419	233	40	publish	publish	VERB
bracis-28419	233	41	with	with	ADP
bracis-28419	233	42	us	we	PRON
bracis-28419	233	43	track	track	VERB
bracis-28419	233	44	your	your	PRON
bracis-28419	233	45	research	research	NOUN
bracis-28419	233	46	discover	discover	VERB
bracis-28419	233	47	content	content	NOUN
bracis-28419	233	48	journals	journal	NOUN
bracis-28419	233	49	a	a	DET
bracis-28419	233	50	-	-	PUNCT
bracis-28419	233	51	z	z	NOUN
bracis-28419	233	52	books	book	NOUN
bracis-28419	233	53	a	a	DET
bracis-28419	233	54	-	-	PUNCT
bracis-28419	233	55	z	z	NOUN
bracis-28419	233	56	publish	publish	NOUN
bracis-28419	233	57	with	with	ADP
bracis-28419	233	58	us	us	PROPN
bracis-28419	233	59	journal	journal	PROPN
bracis-28419	233	60	finder	finder	PROPN
bracis-28419	233	61	publish	publish	VERB
bracis-28419	233	62	your	your	PRON
bracis-28419	233	63	research	research	NOUN
bracis-28419	233	64	language	language	NOUN
bracis-28419	233	65	editing	edit	VERB
bracis-28419	233	66	open	open	ADJ
bracis-28419	233	67	access	access	NOUN
bracis-28419	233	68	publishing	publishing	NOUN
bracis-28419	233	69	products	product	NOUN
bracis-28419	233	70	and	and	CCONJ
bracis-28419	233	71	services	service	NOUN
bracis-28419	233	72	our	our	PRON
bracis-28419	233	73	products	product	NOUN
bracis-28419	233	74	librarians	librarian	VERB
bracis-28419	233	75	societies	society	NOUN
bracis-28419	233	76	partners	partner	NOUN
bracis-28419	233	77	and	and	CCONJ
bracis-28419	233	78	advertisers	advertiser	NOUN
bracis-28419	233	79	our	our	PRON
bracis-28419	233	80	brands	brand	NOUN
bracis-28419	233	81	springer	springer	NOUN
bracis-28419	233	82	nature	nature	PROPN
bracis-28419	233	83	portfolio	portfolio	PROPN
bracis-28419	233	84	bmc	bmc	PROPN
bracis-28419	233	85	palgrave	palgrave	PROPN
bracis-28419	233	86	macmillan	macmillan	PROPN
bracis-28419	233	87	apress	apress	PROPN
bracis-28419	233	88	discover	discover	VERB
bracis-28419	233	89	your	your	PRON
bracis-28419	233	90	privacy	privacy	NOUN
bracis-28419	233	91	choices	choice	NOUN
bracis-28419	233	92	/	/	SYM
bracis-28419	233	93	manage	manage	NOUN
bracis-28419	233	94	cookies	cookie	NOUN
bracis-28419	233	95	your	your	PRON
bracis-28419	233	96	us	us	PROPN
bracis-28419	234	1	state	state	NOUN
bracis-28419	234	2	privacy	privacy	NOUN
bracis-28419	234	3	rights	right	NOUN
bracis-28419	234	4	accessibility	accessibility	NOUN
bracis-28419	234	5	statement	statement	NOUN
bracis-28419	234	6	terms	term	NOUN
bracis-28419	234	7	and	and	CCONJ
bracis-28419	234	8	conditions	condition	NOUN
bracis-28419	234	9	privacy	privacy	NOUN
bracis-28419	234	10	policy	policy	NOUN
bracis-28419	234	11	help	help	NOUN
bracis-28419	234	12	and	and	CCONJ
bracis-28419	234	13	support	support	VERB
bracis-28419	234	14	legal	legal	ADJ
bracis-28419	234	15	notice	notice	NOUN
bracis-28419	234	16	cancel	cancel	VERB
bracis-28419	234	17	contracts	contract	NOUN
bracis-28419	234	18	here	here	ADV
bracis-28419	234	19	129.74.145.123	129.74.145.123	NUM
bracis-28419	234	20	hesburgh	hesburgh	PROPN
bracis-28419	234	21	library	library	PROPN
bracis-28419	234	22	er	er	INTJ
bracis-28419	234	23	unit	unit	NOUN
bracis-28419	234	24	(	(	PUNCT
bracis-28419	234	25	3005732405	3005732405	NUM
bracis-28419	234	26	)	)	PUNCT
bracis-28419	234	27	northeast	northeast	ADJ
bracis-28419	234	28	research	research	NOUN
bracis-28419	234	29	libraries	library	NOUN
bracis-28419	234	30	(	(	PUNCT
bracis-28419	234	31	nerl	nerl	PROPN
bracis-28419	234	32	)	)	PUNCT
bracis-28419	234	33	(	(	PUNCT
bracis-28419	234	34	8200828607	8200828607	NUM
bracis-28419	234	35	)	)	PUNCT
bracis-28419	234	36	nerl	nerl	VERB
bracis-28419	234	37	ta	ta	X
bracis-28419	234	38	account	account	NOUN
bracis-28419	234	39	(	(	PUNCT
bracis-28419	234	40	3006206169	3006206169	NUM
bracis-28419	234	41	)	)	PUNCT
bracis-28419	234	42	university	university	NOUN
bracis-28419	234	43	of	of	ADP
bracis-28419	234	44	notre	notre	PROPN
bracis-28419	234	45	dame	dame	PROPN
bracis-28419	234	46	hesburgh	hesburgh	PROPN
bracis-28419	234	47	library	library	NOUN
bracis-28419	234	48	(	(	PUNCT
bracis-28419	234	49	3000184373	3000184373	NUM
bracis-28419	234	50	)	)	PUNCT
bracis-28419	235	1	©	©	ADP
bracis-28419	235	2	2025	2025	NUM
bracis-28419	235	3	springer	springer	NOUN
bracis-28419	235	4	nature	nature	NOUN