id	sid	tid	token	lemma	pos
bracis-33602	1	1	pseudonymization	pseudonymization	NOUN
bracis-33602	1	2	in	in	ADP
bracis-33602	1	3	 	 	SPACE
bracis-33602	1	4	legal	legal	ADJ
bracis-33602	1	5	texts	text	NOUN
bracis-33602	1	6	according	accord	VERB
bracis-33602	1	7	to	to	ADP
bracis-33602	1	8	 	 	SPACE
bracis-33602	1	9	the	the	DET
bracis-33602	1	10	 	 	SPACE
bracis-33602	1	11	lgpd	lgpd	NOUN
bracis-33602	1	12	:	:	PUNCT
bracis-33602	1	13	a	a	DET
bracis-33602	1	14	named	name	VERB
bracis-33602	1	15	entity	entity	NOUN
bracis-33602	1	16	recognition	recognition	NOUN
bracis-33602	1	17	approach	approach	NOUN
bracis-33602	1	18	|	|	ADV
bracis-33602	1	19	springer	springer	NOUN
bracis-33602	1	20	nature	nature	PROPN
bracis-33602	1	21	link	link	PROPN
bracis-33602	1	22	(	(	PUNCT
bracis-33602	1	23	formerly	formerly	ADV
bracis-33602	1	24	springerlink	springerlink	NOUN
bracis-33602	1	25	)	)	PUNCT
bracis-33602	1	26	skip	skip	VERB
bracis-33602	1	27	to	to	ADP
bracis-33602	1	28	main	main	ADJ
bracis-33602	1	29	content	content	NOUN
bracis-33602	1	30	advertisement	advertisement	NOUN
bracis-33602	1	31	log	log	NOUN
bracis-33602	1	32	in	in	ADP
bracis-33602	1	33	menu	menu	NOUN
bracis-33602	1	34	find	find	VERB
bracis-33602	1	35	a	a	DET
bracis-33602	1	36	journal	journal	NOUN
bracis-33602	1	37	publish	publish	VERB
bracis-33602	1	38	with	with	ADP
bracis-33602	1	39	us	we	PRON
bracis-33602	1	40	track	track	VERB
bracis-33602	1	41	your	your	PRON
bracis-33602	1	42	research	research	NOUN
bracis-33602	1	43	search	search	NOUN
bracis-33602	1	44	cart	cart	NOUN
bracis-33602	1	45	home	home	NOUN
bracis-33602	1	46	intelligent	intelligent	ADJ
bracis-33602	1	47	systems	system	NOUN
bracis-33602	1	48	conference	conference	NOUN
bracis-33602	1	49	paper	paper	NOUN
bracis-33602	1	50	pseudonymization	pseudonymization	NOUN
bracis-33602	1	51	in	in	ADP
bracis-33602	1	52	 	 	SPACE
bracis-33602	1	53	legal	legal	ADJ
bracis-33602	1	54	texts	text	NOUN
bracis-33602	1	55	according	accord	VERB
bracis-33602	1	56	to	to	ADP
bracis-33602	1	57	 	 	SPACE
bracis-33602	1	58	the	the	DET
bracis-33602	1	59	 	 	SPACE
bracis-33602	1	60	lgpd	lgpd	NOUN
bracis-33602	1	61	:	:	PUNCT
bracis-33602	1	62	a	a	DET
bracis-33602	1	63	named	name	VERB
bracis-33602	1	64	entity	entity	NOUN
bracis-33602	1	65	recognition	recognition	NOUN
bracis-33602	1	66	approach	approach	NOUN
bracis-33602	1	67	conference	conference	NOUN
bracis-33602	1	68	paper	paper	NOUN
bracis-33602	1	69	first	first	ADV
bracis-33602	1	70	online	online	ADV
bracis-33602	1	71	:	:	PUNCT
bracis-33602	1	72	30	30	NUM
bracis-33602	1	73	january	january	NOUN
bracis-33602	1	74	2025	2025	NUM
bracis-33602	1	75	pp	pp	NUM
bracis-33602	1	76	309–323	309–323	NUM
bracis-33602	1	77	cite	cite	VERB
bracis-33602	1	78	this	this	DET
bracis-33602	1	79	conference	conference	NOUN
bracis-33602	1	80	paper	paper	NOUN
bracis-33602	1	81	access	access	NOUN
bracis-33602	1	82	provided	provide	VERB
bracis-33602	1	83	by	by	ADP
bracis-33602	1	84	university	university	PROPN
bracis-33602	1	85	of	of	ADP
bracis-33602	1	86	notre	notre	PROPN
bracis-33602	1	87	dame	dame	PROPN
bracis-33602	1	88	hesburgh	hesburgh	PROPN
bracis-33602	1	89	library	library	PROPN
bracis-33602	1	90	download	download	PROPN
bracis-33602	1	91	book	book	NOUN
bracis-33602	1	92	pdf	pdf	PROPN
bracis-33602	1	93	download	download	NOUN
bracis-33602	1	94	book	book	NOUN
bracis-33602	1	95	epub	epub	PROPN
bracis-33602	1	96	intelligent	intelligent	ADJ
bracis-33602	1	97	systems	system	NOUN
bracis-33602	1	98	(	(	PUNCT
bracis-33602	1	99	bracis	bracis	NOUN
bracis-33602	1	100	2024	2024	NUM
bracis-33602	1	101	)	)	PUNCT
bracis-33602	1	102	pseudonymization	pseudonymization	NOUN
bracis-33602	1	103	in	in	ADP
bracis-33602	1	104	 	 	SPACE
bracis-33602	1	105	legal	legal	ADJ
bracis-33602	1	106	texts	text	NOUN
bracis-33602	1	107	according	accord	VERB
bracis-33602	1	108	to	to	ADP
bracis-33602	1	109	 	 	SPACE
bracis-33602	1	110	the	the	DET
bracis-33602	1	111	 	 	SPACE
bracis-33602	1	112	lgpd	lgpd	NOUN
bracis-33602	1	113	:	:	PUNCT
bracis-33602	1	114	a	a	DET
bracis-33602	1	115	named	name	VERB
bracis-33602	1	116	entity	entity	NOUN
bracis-33602	1	117	recognition	recognition	NOUN
bracis-33602	1	118	approach	approach	NOUN
bracis-33602	1	119	download	download	NOUN
bracis-33602	1	120	book	book	NOUN
bracis-33602	1	121	pdf	pdf	PROPN
bracis-33602	1	122	download	download	NOUN
bracis-33602	1	123	book	book	PROPN
bracis-33602	1	124	epub	epub	PROPN
bracis-33602	1	125	marcelo	marcelo	PROPN
bracis-33602	1	126	anselmo	anselmo	VERB
bracis-33602	1	127	  	  	SPACE
bracis-33602	1	128	orcid	orcid	PROPN
bracis-33602	1	129	:	:	PUNCT
bracis-33602	1	130	orcid.org/0009-0005-1145-35019	orcid.org/0009-0005-1145-35019	PROPN
bracis-33602	1	131	&	&	CCONJ
bracis-33602	1	132	bruno	bruno	PROPN
bracis-33602	1	133	césar	césar	PROPN
bracis-33602	1	134	ribas	ribas	PROPN
bracis-33602	1	135	  	  	SPACE
bracis-33602	1	136	orcid	orcid	NOUN
bracis-33602	1	137	:	:	PUNCT
bracis-33602	1	138	orcid.org/0000-0001-6314-15119	orcid.org/0000-0001-6314-15119	PROPN
bracis-33602	1	139	  	  	SPACE
bracis-33602	1	140	part	part	NOUN
bracis-33602	1	141	of	of	ADP
bracis-33602	1	142	the	the	DET
bracis-33602	1	143	book	book	NOUN
bracis-33602	1	144	series	series	NOUN
bracis-33602	1	145	:	:	PUNCT
bracis-33602	1	146	lecture	lecture	NOUN
bracis-33602	1	147	notes	note	NOUN
bracis-33602	1	148	in	in	ADP
bracis-33602	1	149	computer	computer	NOUN
bracis-33602	1	150	science	science	NOUN
bracis-33602	1	151	(	(	PUNCT
bracis-33602	1	152	(	(	PUNCT
bracis-33602	1	153	lnai	lnai	ADJ
bracis-33602	1	154	,	,	PUNCT
bracis-33602	1	155	volume	volume	NOUN
bracis-33602	1	156	15413	15413	NUM
bracis-33602	1	157	)	)	PUNCT
bracis-33602	1	158	)	)	PUNCT
bracis-33602	1	159	included	include	VERB
bracis-33602	1	160	in	in	ADP
bracis-33602	1	161	the	the	DET
bracis-33602	1	162	following	follow	VERB
bracis-33602	1	163	conference	conference	NOUN
bracis-33602	1	164	series	series	NOUN
bracis-33602	1	165	:	:	PUNCT
bracis-33602	1	166	brazilian	brazilian	ADJ
bracis-33602	1	167	conference	conference	NOUN
bracis-33602	1	168	on	on	ADP
bracis-33602	1	169	intelligent	intelligent	ADJ
bracis-33602	1	170	systems	system	NOUN
bracis-33602	1	171	379	379	NUM
bracis-33602	1	172	accesses	access	VERB
bracis-33602	1	173	2	2	NUM
bracis-33602	1	174	citations	citation	NOUN
bracis-33602	1	175	abstract	abstract	ADJ
bracis-33602	1	176	this	this	DET
bracis-33602	1	177	study	study	NOUN
bracis-33602	1	178	explores	explore	VERB
bracis-33602	1	179	the	the	DET
bracis-33602	1	180	application	application	NOUN
bracis-33602	1	181	of	of	ADP
bracis-33602	1	182	named	name	VERB
bracis-33602	1	183	entity	entity	NOUN
bracis-33602	1	184	recognition	recognition	NOUN
bracis-33602	1	185	(	(	PUNCT
bracis-33602	1	186	ner	ner	NOUN
bracis-33602	1	187	)	)	PUNCT
bracis-33602	1	188	for	for	ADP
bracis-33602	1	189	the	the	DET
bracis-33602	1	190	pseudonymization	pseudonymization	NOUN
bracis-33602	1	191	of	of	ADP
bracis-33602	1	192	data	datum	NOUN
bracis-33602	1	193	in	in	ADP
bracis-33602	1	194	legal	legal	ADJ
bracis-33602	1	195	texts	text	NOUN
bracis-33602	1	196	,	,	PUNCT
bracis-33602	1	197	aiming	aim	VERB
bracis-33602	1	198	to	to	PART
bracis-33602	1	199	protect	protect	VERB
bracis-33602	1	200	personally	personally	ADV
bracis-33602	1	201	identifiable	identifiable	ADJ
bracis-33602	1	202	information	information	NOUN
bracis-33602	1	203	(	(	PUNCT
bracis-33602	1	204	pii	pii	NOUN
bracis-33602	1	205	)	)	PUNCT
bracis-33602	1	206	in	in	ADP
bracis-33602	1	207	compliance	compliance	NOUN
bracis-33602	1	208	with	with	ADP
bracis-33602	1	209	brazil	brazil	PROPN
bracis-33602	1	210	’s	’s	PART
bracis-33602	1	211	general	general	PROPN
bracis-33602	1	212	data	data	PROPN
bracis-33602	1	213	protection	protection	PROPN
bracis-33602	1	214	law	law	NOUN
bracis-33602	1	215	(	(	PUNCT
bracis-33602	1	216	lgpd	lgpd	PROPN
bracis-33602	1	217	)	)	PUNCT
bracis-33602	1	218	.	.	PUNCT
bracis-33602	2	1	the	the	DET
bracis-33602	2	2	research	research	NOUN
bracis-33602	2	3	highlights	highlight	VERB
bracis-33602	2	4	the	the	DET
bracis-33602	2	5	challenge	challenge	NOUN
bracis-33602	2	6	of	of	ADP
bracis-33602	2	7	balancing	balance	VERB
bracis-33602	2	8	data	datum	NOUN
bracis-33602	2	9	privacy	privacy	NOUN
bracis-33602	2	10	and	and	CCONJ
bracis-33602	2	11	utility	utility	NOUN
bracis-33602	2	12	,	,	PUNCT
bracis-33602	2	13	presenting	present	VERB
bracis-33602	2	14	a	a	DET
bracis-33602	2	15	methodology	methodology	NOUN
bracis-33602	2	16	that	that	PRON
bracis-33602	2	17	uses	use	VERB
bracis-33602	2	18	artificial	artificial	ADJ
bracis-33602	2	19	intelligence	intelligence	NOUN
bracis-33602	2	20	technologies	technology	NOUN
bracis-33602	2	21	to	to	PART
bracis-33602	2	22	effectively	effectively	ADV
bracis-33602	2	23	identify	identify	VERB
bracis-33602	2	24	and	and	CCONJ
bracis-33602	2	25	obscure	obscure	ADJ
bracis-33602	2	26	pii	pii	NOUN
bracis-33602	2	27	in	in	ADP
bracis-33602	2	28	legal	legal	ADJ
bracis-33602	2	29	documents	document	NOUN
bracis-33602	2	30	.	.	PUNCT
bracis-33602	3	1	in	in	ADP
bracis-33602	3	2	this	this	DET
bracis-33602	3	3	study	study	NOUN
bracis-33602	3	4	,	,	PUNCT
bracis-33602	3	5	we	we	PRON
bracis-33602	3	6	propose	propose	VERB
bracis-33602	3	7	a	a	DET
bracis-33602	3	8	transformer	transformer	NOUN
bracis-33602	3	9	model	model	NOUN
bracis-33602	3	10	along	along	ADP
bracis-33602	3	11	with	with	ADP
bracis-33602	3	12	regex	regex	PROPN
bracis-33602	3	13	techniques	technique	NOUN
bracis-33602	3	14	to	to	PART
bracis-33602	3	15	identify	identify	VERB
bracis-33602	3	16	entities	entity	NOUN
bracis-33602	3	17	in	in	ADP
bracis-33602	3	18	a	a	DET
bracis-33602	3	19	text	text	NOUN
bracis-33602	3	20	.	.	PUNCT
bracis-33602	4	1	to	to	PART
bracis-33602	4	2	test	test	VERB
bracis-33602	4	3	the	the	DET
bracis-33602	4	4	model	model	NOUN
bracis-33602	4	5	,	,	PUNCT
bracis-33602	4	6	we	we	PRON
bracis-33602	4	7	created	create	VERB
bracis-33602	4	8	a	a	DET
bracis-33602	4	9	new	new	ADJ
bracis-33602	4	10	dataset	dataset	NOUN
bracis-33602	4	11	from	from	ADP
bracis-33602	4	12	the	the	DET
bracis-33602	4	13	existing	exist	VERB
bracis-33602	4	14	lenerbr	lenerbr	NOUN
bracis-33602	4	15	.	.	PUNCT
bracis-33602	5	1	we	we	PRON
bracis-33602	5	2	also	also	ADV
bracis-33602	5	3	used	use	VERB
bracis-33602	5	4	a	a	DET
bracis-33602	5	5	function	function	NOUN
bracis-33602	5	6	and	and	CCONJ
bracis-33602	5	7	prompt	prompt	ADJ
bracis-33602	5	8	engineering	engineering	NOUN
bracis-33602	5	9	applied	apply	VERB
bracis-33602	5	10	to	to	ADP
bracis-33602	5	11	the	the	DET
bracis-33602	5	12	llama	llama	PROPN
bracis-33602	5	13	8b	8b	PROPN
bracis-33602	5	14	version	version	NOUN
bracis-33602	5	15	3	3	NUM
bracis-33602	5	16	model	model	NOUN
bracis-33602	5	17	to	to	PART
bracis-33602	5	18	generate	generate	VERB
bracis-33602	5	19	synthetic	synthetic	ADJ
bracis-33602	5	20	data	datum	NOUN
bracis-33602	5	21	.	.	PUNCT
bracis-33602	6	1	tests	test	NOUN
bracis-33602	6	2	showed	show	VERB
bracis-33602	6	3	the	the	DET
bracis-33602	6	4	need	need	NOUN
bracis-33602	6	5	for	for	ADP
bracis-33602	6	6	further	further	ADJ
bracis-33602	6	7	adjustments	adjustment	NOUN
bracis-33602	6	8	in	in	ADP
bracis-33602	6	9	the	the	DET
bracis-33602	6	10	proposed	propose	VERB
bracis-33602	6	11	new	new	ADJ
bracis-33602	6	12	model	model	NOUN
bracis-33602	6	13	.	.	PUNCT
bracis-33602	7	1	future	future	ADJ
bracis-33602	7	2	work	work	NOUN
bracis-33602	7	3	will	will	AUX
bracis-33602	7	4	focus	focus	VERB
bracis-33602	7	5	on	on	ADP
bracis-33602	7	6	improving	improve	VERB
bracis-33602	7	7	the	the	DET
bracis-33602	7	8	model	model	NOUN
bracis-33602	7	9	’s	’s	PART
bracis-33602	7	10	accuracy	accuracy	NOUN
bracis-33602	7	11	and	and	CCONJ
bracis-33602	7	12	efficiency	efficiency	NOUN
bracis-33602	7	13	,	,	PUNCT
bracis-33602	7	14	as	as	ADV
bracis-33602	7	15	well	well	ADV
bracis-33602	7	16	as	as	ADP
bracis-33602	7	17	enhancing	enhance	VERB
bracis-33602	7	18	the	the	DET
bracis-33602	7	19	identification	identification	NOUN
bracis-33602	7	20	of	of	ADP
bracis-33602	7	21	sensitive	sensitive	ADJ
bracis-33602	7	22	data	datum	NOUN
bracis-33602	7	23	and	and	CCONJ
bracis-33602	7	24	learning	learn	VERB
bracis-33602	7	25	from	from	ADP
bracis-33602	7	26	user	user	NOUN
bracis-33602	7	27	interactions	interaction	NOUN
bracis-33602	7	28	.	.	PUNCT
bracis-33602	8	1	access	access	NOUN
bracis-33602	8	2	provided	provide	VERB
bracis-33602	8	3	by	by	ADP
bracis-33602	8	4	university	university	PROPN
bracis-33602	8	5	of	of	ADP
bracis-33602	8	6	notre	notre	PROPN
bracis-33602	8	7	dame	dame	PROPN
bracis-33602	8	8	hesburgh	hesburgh	PROPN
bracis-33602	8	9	library	library	PROPN
bracis-33602	8	10	.	.	PUNCT
bracis-33602	9	1	download	download	PROPN
bracis-33602	9	2	conference	conference	NOUN
bracis-33602	9	3	paper	paper	NOUN
bracis-33602	9	4	pdf	pdf	NOUN
bracis-33602	9	5	similar	similar	ADJ
bracis-33602	9	6	content	content	NOUN
bracis-33602	9	7	being	be	AUX
bracis-33602	9	8	viewed	view	VERB
bracis-33602	9	9	by	by	ADP
bracis-33602	9	10	others	other	NOUN
bracis-33602	9	11	name	name	NOUN
bracis-33602	9	12	pattern	pattern	NOUN
bracis-33602	9	13	recognition	recognition	NOUN
bracis-33602	9	14	:	:	PUNCT
bracis-33602	9	15	a	a	DET
bracis-33602	9	16	model	model	NOUN
bracis-33602	9	17	proposal	proposal	NOUN
bracis-33602	9	18	applied	apply	VERB
bracis-33602	9	19	to	to	ADP
bracis-33602	9	20	 	 	SPACE
bracis-33602	9	21	the	the	DET
bracis-33602	9	22	 	 	SPACE
bracis-33602	9	23	anonymization	anonymization	NOUN
bracis-33602	9	24	of	of	ADP
bracis-33602	9	25	 	 	SPACE
bracis-33602	9	26	unstructured	unstructured	ADJ
bracis-33602	9	27	data	datum	NOUN
bracis-33602	9	28	chapter	chapter	NOUN
bracis-33602	9	29	©	©	PROPN
bracis-33602	9	30	2025	2025	NUM
bracis-33602	9	31	fostering	foster	VERB
bracis-33602	9	32	judiciary	judiciary	NOUN
bracis-33602	9	33	applications	application	NOUN
bracis-33602	9	34	with	with	ADP
bracis-33602	9	35	new	new	ADJ
bracis-33602	9	36	fine	fine	ADV
bracis-33602	9	37	-	-	PUNCT
bracis-33602	9	38	tuned	tune	VERB
bracis-33602	9	39	models	model	NOUN
bracis-33602	9	40	for	for	ADP
bracis-33602	9	41	legal	legal	ADJ
bracis-33602	9	42	named	name	VERB
bracis-33602	9	43	entity	entity	NOUN
bracis-33602	9	44	recognition	recognition	NOUN
bracis-33602	9	45	in	in	ADP
bracis-33602	9	46	portuguese	portuguese	ADJ
bracis-33602	9	47	chapter	chapter	NOUN
bracis-33602	9	48	©	©	ADP
bracis-33602	9	49	2022	2022	NUM
bracis-33602	9	50	on	on	ADP
bracis-33602	9	51	the	the	DET
bracis-33602	9	52	assessment	assessment	NOUN
bracis-33602	9	53	of	of	ADP
bracis-33602	9	54	deep	deep	ADJ
bracis-33602	9	55	learning	learning	NOUN
bracis-33602	9	56	models	model	NOUN
bracis-33602	9	57	for	for	ADP
bracis-33602	9	58	named	name	VERB
bracis-33602	9	59	entity	entity	NOUN
bracis-33602	9	60	recognition	recognition	NOUN
bracis-33602	9	61	of	of	ADP
bracis-33602	9	62	brazilian	brazilian	ADJ
bracis-33602	9	63	legal	legal	ADJ
bracis-33602	9	64	documents	document	NOUN
bracis-33602	9	65	chapter	chapter	NOUN
bracis-33602	9	66	©	©	NOUN
bracis-33602	9	67	2023	2023	NUM
bracis-33602	9	68	1	1	NUM
bracis-33602	9	69	introduction	introduction	NOUN
bracis-33602	9	70	in	in	ADP
bracis-33602	9	71	today	today	NOUN
bracis-33602	9	72	’s	’s	PART
bracis-33602	9	73	digital	digital	ADJ
bracis-33602	9	74	age	age	NOUN
bracis-33602	9	75	,	,	PUNCT
bracis-33602	9	76	where	where	SCONJ
bracis-33602	9	77	technology	technology	NOUN
bracis-33602	9	78	and	and	CCONJ
bracis-33602	9	79	computing	computing	NOUN
bracis-33602	9	80	power	power	NOUN
bracis-33602	9	81	have	have	AUX
bracis-33602	9	82	grown	grow	VERB
bracis-33602	9	83	exponentially	exponentially	ADV
bracis-33602	9	84	,	,	PUNCT
bracis-33602	9	85	personal	personal	ADJ
bracis-33602	9	86	data	datum	NOUN
bracis-33602	9	87	has	have	AUX
bracis-33602	9	88	become	become	VERB
bracis-33602	9	89	an	an	DET
bracis-33602	9	90	extremely	extremely	ADV
bracis-33602	9	91	valuable	valuable	ADJ
bracis-33602	9	92	asset	asset	NOUN
bracis-33602	9	93	.	.	PUNCT
bracis-33602	10	1	companies	company	NOUN
bracis-33602	10	2	capture	capture	VERB
bracis-33602	10	3	this	this	DET
bracis-33602	10	4	information	information	NOUN
bracis-33602	10	5	from	from	ADP
bracis-33602	10	6	online	online	ADJ
bracis-33602	10	7	interactions	interaction	NOUN
bracis-33602	10	8	,	,	PUNCT
bracis-33602	10	9	such	such	ADJ
bracis-33602	10	10	as	as	ADP
bracis-33602	10	11	websites	website	NOUN
bracis-33602	10	12	and	and	CCONJ
bracis-33602	10	13	social	social	ADJ
bracis-33602	10	14	networks	network	NOUN
bracis-33602	10	15	,	,	PUNCT
bracis-33602	10	16	to	to	PART
bracis-33602	10	17	create	create	VERB
bracis-33602	10	18	detailed	detailed	ADJ
bracis-33602	10	19	user	user	NOUN
bracis-33602	10	20	profiles	profile	NOUN
bracis-33602	10	21	.	.	PUNCT
bracis-33602	11	1	these	these	DET
bracis-33602	11	2	profiles	profile	NOUN
bracis-33602	11	3	range	range	VERB
bracis-33602	11	4	from	from	ADP
bracis-33602	11	5	consumer	consumer	NOUN
bracis-33602	11	6	habits	habit	NOUN
bracis-33602	11	7	to	to	PART
bracis-33602	11	8	sensitive	sensitive	ADJ
bracis-33602	11	9	information	information	NOUN
bracis-33602	11	10	like	like	ADP
bracis-33602	11	11	health	health	NOUN
bracis-33602	11	12	conditions	condition	NOUN
bracis-33602	11	13	and	and	CCONJ
bracis-33602	11	14	personal	personal	ADJ
bracis-33602	11	15	preferences	preference	NOUN
bracis-33602	11	16	.	.	PUNCT
bracis-33602	12	1	this	this	DET
bracis-33602	12	2	practice	practice	NOUN
bracis-33602	12	3	not	not	PART
bracis-33602	12	4	only	only	ADV
bracis-33602	12	5	allows	allow	VERB
bracis-33602	12	6	for	for	ADP
bracis-33602	12	7	the	the	DET
bracis-33602	12	8	personalization	personalization	NOUN
bracis-33602	12	9	of	of	ADP
bracis-33602	12	10	online	online	ADJ
bracis-33602	12	11	experiences	experience	NOUN
bracis-33602	12	12	,	,	PUNCT
bracis-33602	12	13	but	but	CCONJ
bracis-33602	12	14	it	it	PRON
bracis-33602	12	15	also	also	ADV
bracis-33602	12	16	exposes	expose	VERB
bracis-33602	12	17	users	user	NOUN
bracis-33602	12	18	to	to	ADP
bracis-33602	12	19	privacy	privacy	NOUN
bracis-33602	12	20	risks	risk	NOUN
bracis-33602	12	21	,	,	PUNCT
bracis-33602	12	22	including	include	VERB
bracis-33602	12	23	the	the	DET
bracis-33602	12	24	illegal	illegal	ADJ
bracis-33602	12	25	sale	sale	NOUN
bracis-33602	12	26	of	of	ADP
bracis-33602	12	27	such	such	ADJ
bracis-33602	12	28	data	datum	NOUN
bracis-33602	12	29	in	in	ADP
bracis-33602	12	30	dark	dark	ADJ
bracis-33602	12	31	markets	market	NOUN
bracis-33602	12	32	,	,	PUNCT
bracis-33602	12	33	potentially	potentially	ADV
bracis-33602	12	34	for	for	ADP
bracis-33602	12	35	use	use	NOUN
bracis-33602	12	36	in	in	ADP
bracis-33602	12	37	criminal	criminal	ADJ
bracis-33602	12	38	activities	activity	NOUN
bracis-33602	12	39	[	[	X
bracis-33602	12	40	3	3	NUM
bracis-33602	12	41	]	]	PUNCT
bracis-33602	12	42	.	.	PUNCT
bracis-33602	13	1	this	this	DET
bracis-33602	13	2	scenario	scenario	NOUN
bracis-33602	13	3	highlights	highlight	VERB
bracis-33602	13	4	the	the	DET
bracis-33602	13	5	critical	critical	ADJ
bracis-33602	13	6	importance	importance	NOUN
bracis-33602	13	7	of	of	ADP
bracis-33602	13	8	protecting	protect	VERB
bracis-33602	13	9	personal	personal	ADJ
bracis-33602	13	10	data	datum	NOUN
bracis-33602	13	11	,	,	PUNCT
bracis-33602	13	12	not	not	PART
bracis-33602	13	13	only	only	ADV
bracis-33602	13	14	for	for	ADP
bracis-33602	13	15	individual	individual	ADJ
bracis-33602	13	16	privacy	privacy	NOUN
bracis-33602	13	17	,	,	PUNCT
bracis-33602	13	18	but	but	CCONJ
bracis-33602	13	19	also	also	ADV
bracis-33602	13	20	for	for	ADP
bracis-33602	13	21	the	the	DET
bracis-33602	13	22	overall	overall	ADJ
bracis-33602	13	23	security	security	NOUN
bracis-33602	13	24	of	of	ADP
bracis-33602	13	25	society	society	NOUN
bracis-33602	13	26	.	.	PUNCT
bracis-33602	14	1	the	the	DET
bracis-33602	14	2	solution	solution	NOUN
bracis-33602	14	3	to	to	ADP
bracis-33602	14	4	these	these	DET
bracis-33602	14	5	issues	issue	NOUN
bracis-33602	14	6	has	have	AUX
bracis-33602	14	7	manifested	manifest	VERB
bracis-33602	14	8	through	through	ADP
bracis-33602	14	9	regulations	regulation	NOUN
bracis-33602	14	10	and	and	CCONJ
bracis-33602	14	11	laws	law	NOUN
bracis-33602	14	12	dedicated	dedicate	VERB
bracis-33602	14	13	to	to	ADP
bracis-33602	14	14	data	data	NOUN
bracis-33602	14	15	protection	protection	NOUN
bracis-33602	14	16	,	,	PUNCT
bracis-33602	14	17	such	such	ADJ
bracis-33602	14	18	as	as	ADP
bracis-33602	14	19	the	the	DET
bracis-33602	14	20	general	general	ADJ
bracis-33602	14	21	data	data	PROPN
bracis-33602	14	22	protection	protection	NOUN
bracis-33602	14	23	regulation	regulation	NOUN
bracis-33602	14	24	(	(	PUNCT
bracis-33602	14	25	gdpr	gdpr	NOUN
bracis-33602	14	26	)	)	PUNCT
bracis-33602	14	27	in	in	ADP
bracis-33602	14	28	the	the	DET
bracis-33602	14	29	european	european	PROPN
bracis-33602	14	30	union	union	PROPN
bracis-33602	14	31	and	and	CCONJ
bracis-33602	14	32	the	the	DET
bracis-33602	14	33	general	general	ADJ
bracis-33602	14	34	data	data	PROPN
bracis-33602	14	35	protection	protection	PROPN
bracis-33602	14	36	law	law	NOUN
bracis-33602	14	37	(	(	PUNCT
bracis-33602	14	38	lgpd	lgpd	PROPN
bracis-33602	14	39	)	)	PUNCT
bracis-33602	14	40	in	in	ADP
bracis-33602	14	41	brazil	brazil	PROPN
bracis-33602	15	1	[	[	X
bracis-33602	15	2	9	9	NUM
bracis-33602	15	3	]	]	PUNCT
bracis-33602	15	4	.	.	PUNCT
bracis-33602	16	1	the	the	DET
bracis-33602	16	2	main	main	ADJ
bracis-33602	16	3	problem	problem	NOUN
bracis-33602	16	4	addressed	address	VERB
bracis-33602	16	5	in	in	ADP
bracis-33602	16	6	this	this	DET
bracis-33602	16	7	work	work	NOUN
bracis-33602	16	8	is	be	AUX
bracis-33602	16	9	the	the	DET
bracis-33602	16	10	difficulty	difficulty	NOUN
bracis-33602	16	11	of	of	ADP
bracis-33602	16	12	balancing	balance	VERB
bracis-33602	16	13	individual	individual	ADJ
bracis-33602	16	14	privacy	privacy	NOUN
bracis-33602	16	15	with	with	ADP
bracis-33602	16	16	the	the	DET
bracis-33602	16	17	need	need	NOUN
bracis-33602	16	18	to	to	PART
bracis-33602	16	19	use	use	VERB
bracis-33602	16	20	their	their	PRON
bracis-33602	16	21	information	information	NOUN
bracis-33602	16	22	in	in	ADP
bracis-33602	16	23	legal	legal	ADJ
bracis-33602	16	24	and	and	CCONJ
bracis-33602	16	25	administrative	administrative	ADJ
bracis-33602	16	26	texts	text	NOUN
bracis-33602	16	27	.	.	PUNCT
bracis-33602	17	1	this	this	DET
bracis-33602	17	2	issue	issue	NOUN
bracis-33602	17	3	deepens	deepen	VERB
bracis-33602	17	4	when	when	SCONJ
bracis-33602	17	5	dealing	deal	VERB
bracis-33602	17	6	with	with	ADP
bracis-33602	17	7	identifying	identifying	NOUN
bracis-33602	17	8	and	and	CCONJ
bracis-33602	17	9	hiding	hide	VERB
bracis-33602	17	10	pii	pii	NOUN
bracis-33602	17	11	without	without	ADP
bracis-33602	17	12	compromising	compromise	VERB
bracis-33602	17	13	data	datum	NOUN
bracis-33602	17	14	integrity	integrity	NOUN
bracis-33602	17	15	and	and	CCONJ
bracis-33602	17	16	utility	utility	NOUN
bracis-33602	17	17	.	.	PUNCT
bracis-33602	18	1	using	use	VERB
bracis-33602	18	2	resources	resource	NOUN
bracis-33602	18	3	,	,	PUNCT
bracis-33602	18	4	such	such	ADJ
bracis-33602	18	5	as	as	ADP
bracis-33602	18	6	transformer	transformer	NOUN
bracis-33602	18	7	models	model	NOUN
bracis-33602	18	8	and	and	CCONJ
bracis-33602	18	9	regex	regex	PROPN
bracis-33602	18	10	techniques	technique	NOUN
bracis-33602	18	11	,	,	PUNCT
bracis-33602	18	12	an	an	DET
bracis-33602	18	13	effective	effective	ADJ
bracis-33602	18	14	balance	balance	NOUN
bracis-33602	18	15	between	between	ADP
bracis-33602	18	16	privacy	privacy	NOUN
bracis-33602	18	17	and	and	CCONJ
bracis-33602	18	18	utility	utility	NOUN
bracis-33602	18	19	is	be	AUX
bracis-33602	18	20	sought	seek	VERB
bracis-33602	18	21	,	,	PUNCT
bracis-33602	18	22	as	as	SCONJ
bracis-33602	18	23	already	already	ADV
bracis-33602	18	24	accomplished	accomplish	VERB
bracis-33602	18	25	in	in	ADP
bracis-33602	18	26	other	other	ADJ
bracis-33602	18	27	studies	study	NOUN
bracis-33602	18	28	,	,	PUNCT
bracis-33602	18	29	such	such	ADJ
bracis-33602	18	30	as	as	ADP
bracis-33602	18	31	the	the	DET
bracis-33602	18	32	work	work	NOUN
bracis-33602	18	33	of	of	ADP
bracis-33602	18	34	g.	g.	PROPN
bracis-33602	18	35	m.	m.	PROPN
bracis-33602	18	36	gr	gr	PROPN
bracis-33602	18	37	,	,	PUNCT
bracis-33602	18	38	s.	s.	PROPN
bracis-33602	18	39	abhi	abhi	PROPN
bracis-33602	18	40	,	,	PUNCT
bracis-33602	18	41	and	and	CCONJ
bracis-33602	18	42	r.	r.	PROPN
bracis-33602	18	43	agarwal	agarwal	PROPN
bracis-33602	19	1	[	[	X
bracis-33602	19	2	5	5	NUM
bracis-33602	19	3	]	]	PUNCT
bracis-33602	19	4	.	.	PUNCT
bracis-33602	20	1	the	the	DET
bracis-33602	20	2	aim	aim	NOUN
bracis-33602	20	3	of	of	ADP
bracis-33602	20	4	this	this	DET
bracis-33602	20	5	study	study	NOUN
bracis-33602	20	6	is	be	AUX
bracis-33602	20	7	to	to	PART
bracis-33602	20	8	investigate	investigate	VERB
bracis-33602	20	9	and	and	CCONJ
bracis-33602	20	10	demonstrate	demonstrate	VERB
bracis-33602	20	11	the	the	DET
bracis-33602	20	12	effectiveness	effectiveness	NOUN
bracis-33602	20	13	of	of	ADP
bracis-33602	20	14	named	name	VERB
bracis-33602	20	15	entity	entity	NOUN
bracis-33602	20	16	recognition	recognition	NOUN
bracis-33602	20	17	(	(	PUNCT
bracis-33602	20	18	ner	ner	NOUN
bracis-33602	20	19	)	)	PUNCT
bracis-33602	20	20	applied	apply	VERB
bracis-33602	20	21	to	to	ADP
bracis-33602	20	22	pii	pii	NOUN
bracis-33602	20	23	pseudonymization	pseudonymization	NOUN
bracis-33602	20	24	in	in	ADP
bracis-33602	20	25	legal	legal	ADJ
bracis-33602	20	26	documents	document	NOUN
bracis-33602	20	27	.	.	PUNCT
bracis-33602	21	1	it	it	PRON
bracis-33602	21	2	proposes	propose	VERB
bracis-33602	21	3	to	to	PART
bracis-33602	21	4	develop	develop	VERB
bracis-33602	21	5	and	and	CCONJ
bracis-33602	21	6	test	test	VERB
bracis-33602	21	7	a	a	DET
bracis-33602	21	8	model	model	NOUN
bracis-33602	21	9	capable	capable	ADJ
bracis-33602	21	10	of	of	ADP
bracis-33602	21	11	efficiently	efficiently	ADV
bracis-33602	21	12	identifying	identify	VERB
bracis-33602	21	13	and	and	CCONJ
bracis-33602	21	14	hiding	hiding	NOUN
bracis-33602	21	15	named	name	VERB
bracis-33602	21	16	entities	entity	NOUN
bracis-33602	21	17	that	that	PRON
bracis-33602	21	18	correspond	correspond	VERB
bracis-33602	21	19	to	to	ADP
bracis-33602	21	20	pii	pii	PROPN
bracis-33602	21	21	.	.	PUNCT
bracis-33602	22	1	the	the	DET
bracis-33602	22	2	fig	fig	NOUN
bracis-33602	22	3	.	.	PUNCT
bracis-33602	22	4	 	 	SPACE
bracis-33602	22	5	1	1	NUM
bracis-33602	22	6	illustrates	illustrate	VERB
bracis-33602	22	7	the	the	DET
bracis-33602	22	8	pipeline	pipeline	NOUN
bracis-33602	22	9	adopted	adopt	VERB
bracis-33602	22	10	in	in	ADP
bracis-33602	22	11	our	our	PRON
bracis-33602	22	12	methodology	methodology	NOUN
bracis-33602	22	13	.	.	PUNCT
bracis-33602	23	1	another	another	DET
bracis-33602	23	2	important	important	ADJ
bracis-33602	23	3	note	note	NOUN
bracis-33602	23	4	is	be	AUX
bracis-33602	23	5	the	the	DET
bracis-33602	23	6	cnmp	cnmp	PROPN
bracis-33602	23	7	resolution	resolution	NOUN
bracis-33602	23	8	no	no	INTJ
bracis-33602	23	9	.	.	PROPN
bracis-33602	23	10	281	281	NUM
bracis-33602	23	11	,	,	PUNCT
bracis-33602	23	12	dated	date	VERB
bracis-33602	23	13	december	december	PROPN
bracis-33602	23	14	12	12	NUM
bracis-33602	23	15	,	,	PUNCT
bracis-33602	23	16	2023footnote	2023footnote	NUM
bracis-33602	23	17	1	1	NUM
bracis-33602	23	18	,	,	PUNCT
bracis-33602	23	19	in	in	ADP
bracis-33602	23	20	its	its	PRON
bracis-33602	23	21	article	article	NOUN
bracis-33602	23	22	79	79	NUM
bracis-33602	23	23	,	,	PUNCT
bracis-33602	23	24	presents	present	VERB
bracis-33602	23	25	pseudonymization	pseudonymization	NOUN
bracis-33602	23	26	as	as	ADP
bracis-33602	23	27	an	an	DET
bracis-33602	23	28	alternative	alternative	NOUN
bracis-33602	23	29	to	to	ADP
bracis-33602	23	30	protecting	protect	VERB
bracis-33602	23	31	the	the	DET
bracis-33602	23	32	personal	personal	ADJ
bracis-33602	23	33	data	datum	NOUN
bracis-33602	23	34	of	of	ADP
bracis-33602	23	35	natural	natural	ADJ
bracis-33602	23	36	persons	person	NOUN
bracis-33602	23	37	in	in	ADP
bracis-33602	23	38	procedures	procedure	NOUN
bracis-33602	23	39	or	or	CCONJ
bracis-33602	23	40	processes	process	NOUN
bracis-33602	23	41	within	within	ADP
bracis-33602	23	42	the	the	DET
bracis-33602	23	43	brazilian	brazilian	ADJ
bracis-33602	23	44	public	public	ADJ
bracis-33602	23	45	prosecutor	prosecutor	NOUN
bracis-33602	23	46	’s	’s	PART
bracis-33602	23	47	office	office	NOUN
bracis-33602	23	48	.	.	PUNCT
bracis-33602	24	1	fig	fig	NOUN
bracis-33602	24	2	.	.	PUNCT
bracis-33602	25	1	1	1	X
bracis-33602	25	2	.	.	X
bracis-33602	25	3	pipeline	pipeline	NOUN
bracis-33602	25	4	adopted	adopt	VERB
bracis-33602	25	5	in	in	ADP
bracis-33602	25	6	our	our	PRON
bracis-33602	25	7	methodology	methodology	NOUN
bracis-33602	25	8	full	full	ADJ
bracis-33602	25	9	size	size	NOUN
bracis-33602	25	10	image	image	NOUN
bracis-33602	25	11	legal	legal	ADJ
bracis-33602	25	12	texts	text	NOUN
bracis-33602	25	13	are	be	AUX
bracis-33602	25	14	often	often	ADV
bracis-33602	25	15	lengthy	lengthy	ADJ
bracis-33602	25	16	and	and	CCONJ
bracis-33602	25	17	complex	complex	ADJ
bracis-33602	25	18	,	,	PUNCT
bracis-33602	25	19	prioritizing	prioritize	VERB
bracis-33602	25	20	formality	formality	NOUN
bracis-33602	25	21	over	over	ADP
bracis-33602	25	22	readability	readability	NOUN
bracis-33602	25	23	[	[	X
bracis-33602	25	24	12	12	NUM
bracis-33602	25	25	]	]	PUNCT
bracis-33602	25	26	.	.	PUNCT
bracis-33602	26	1	however	however	ADV
bracis-33602	26	2	,	,	PUNCT
bracis-33602	26	3	the	the	DET
bracis-33602	26	4	implementation	implementation	NOUN
bracis-33602	26	5	of	of	ADP
bracis-33602	26	6	advanced	advanced	ADJ
bracis-33602	26	7	techniques	technique	NOUN
bracis-33602	26	8	,	,	PUNCT
bracis-33602	26	9	such	such	ADJ
bracis-33602	26	10	as	as	ADP
bracis-33602	26	11	artificial	artificial	ADJ
bracis-33602	26	12	intelligence	intelligence	NOUN
bracis-33602	26	13	models	model	NOUN
bracis-33602	26	14	,	,	PUNCT
bracis-33602	26	15	often	often	ADV
bracis-33602	26	16	relies	rely	VERB
bracis-33602	26	17	on	on	ADP
bracis-33602	26	18	large	large	ADJ
bracis-33602	26	19	volumes	volume	NOUN
bracis-33602	26	20	of	of	ADP
bracis-33602	26	21	annotated	annotate	VERB
bracis-33602	26	22	data	datum	NOUN
bracis-33602	26	23	for	for	ADP
bracis-33602	26	24	training	training	NOUN
bracis-33602	26	25	,	,	PUNCT
bracis-33602	26	26	which	which	PRON
bracis-33602	26	27	can	can	AUX
bracis-33602	26	28	be	be	AUX
bracis-33602	26	29	challenging	challenge	VERB
bracis-33602	26	30	in	in	ADP
bracis-33602	26	31	terms	term	NOUN
bracis-33602	26	32	of	of	ADP
bracis-33602	26	33	cost	cost	NOUN
bracis-33602	26	34	and	and	CCONJ
bracis-33602	26	35	time	time	NOUN
bracis-33602	26	36	[	[	X
bracis-33602	26	37	13	13	NUM
bracis-33602	26	38	]	]	PUNCT
bracis-33602	26	39	.	.	PUNCT
bracis-33602	27	1	with	with	ADP
bracis-33602	27	2	this	this	PRON
bracis-33602	27	3	in	in	ADP
bracis-33602	27	4	mind	mind	NOUN
bracis-33602	27	5	,	,	PUNCT
bracis-33602	27	6	we	we	PRON
bracis-33602	27	7	face	face	VERB
bracis-33602	27	8	a	a	DET
bracis-33602	27	9	fundamental	fundamental	ADJ
bracis-33602	27	10	challenge	challenge	NOUN
bracis-33602	27	11	:	:	PUNCT
bracis-33602	27	12	the	the	DET
bracis-33602	27	13	need	need	NOUN
bracis-33602	27	14	for	for	SCONJ
bracis-33602	27	15	data	datum	NOUN
bracis-33602	27	16	to	to	PART
bracis-33602	27	17	be	be	AUX
bracis-33602	27	18	reliably	reliably	ADV
bracis-33602	27	19	and	and	CCONJ
bracis-33602	27	20	efficiently	efficiently	ADV
bracis-33602	27	21	labeled	label	VERB
bracis-33602	27	22	.	.	PUNCT
bracis-33602	28	1	traditionally	traditionally	ADV
bracis-33602	28	2	,	,	PUNCT
bracis-33602	28	3	this	this	DET
bracis-33602	28	4	labeling	labeling	NOUN
bracis-33602	28	5	is	be	AUX
bracis-33602	28	6	done	do	VERB
bracis-33602	28	7	manually	manually	ADV
bracis-33602	28	8	,	,	PUNCT
bracis-33602	28	9	a	a	DET
bracis-33602	28	10	process	process	NOUN
bracis-33602	28	11	that	that	PRON
bracis-33602	28	12	,	,	PUNCT
bracis-33602	28	13	despite	despite	SCONJ
bracis-33602	28	14	improving	improve	VERB
bracis-33602	28	15	the	the	DET
bracis-33602	28	16	accuracy	accuracy	NOUN
bracis-33602	28	17	of	of	ADP
bracis-33602	28	18	artificial	artificial	ADJ
bracis-33602	28	19	intelligence	intelligence	NOUN
bracis-33602	28	20	models	model	NOUN
bracis-33602	28	21	,	,	PUNCT
bracis-33602	28	22	is	be	AUX
bracis-33602	28	23	notoriously	notoriously	ADV
bracis-33602	28	24	time	time	NOUN
bracis-33602	28	25	-	-	PUNCT
bracis-33602	28	26	consuming	consume	VERB
bracis-33602	28	27	and	and	CCONJ
bracis-33602	28	28	expensive	expensive	ADJ
bracis-33602	28	29	[	[	X
bracis-33602	28	30	4	4	NUM
bracis-33602	28	31	]	]	PUNCT
bracis-33602	28	32	.	.	PUNCT
bracis-33602	29	1	this	this	DET
bracis-33602	29	2	scenario	scenario	NOUN
bracis-33602	29	3	imposes	impose	VERB
bracis-33602	29	4	a	a	DET
bracis-33602	29	5	high	high	ADJ
bracis-33602	29	6	cost	cost	NOUN
bracis-33602	29	7	in	in	ADP
bracis-33602	29	8	terms	term	NOUN
bracis-33602	29	9	of	of	ADP
bracis-33602	29	10	time	time	NOUN
bracis-33602	29	11	,	,	PUNCT
bracis-33602	29	12	money	money	NOUN
bracis-33602	29	13	,	,	PUNCT
bracis-33602	29	14	and	and	CCONJ
bracis-33602	29	15	effort	effort	NOUN
bracis-33602	29	16	,	,	PUNCT
bracis-33602	29	17	limiting	limit	VERB
bracis-33602	29	18	the	the	DET
bracis-33602	29	19	scalability	scalability	NOUN
bracis-33602	29	20	of	of	ADP
bracis-33602	29	21	solutions	solution	NOUN
bracis-33602	29	22	.	.	PUNCT
bracis-33602	30	1	this	this	DET
bracis-33602	30	2	paper	paper	NOUN
bracis-33602	30	3	is	be	AUX
bracis-33602	30	4	structured	structure	VERB
bracis-33602	30	5	as	as	SCONJ
bracis-33602	30	6	follows	follow	VERB
bracis-33602	30	7	:	:	PUNCT
bracis-33602	30	8	sect	sect	NOUN
bracis-33602	30	9	.	.	PUNCT
bracis-33602	30	10	 	 	SPACE
bracis-33602	31	1	2	2	NUM
bracis-33602	31	2	presents	present	VERB
bracis-33602	31	3	the	the	DET
bracis-33602	31	4	background	background	NOUN
bracis-33602	31	5	concepts	concept	NOUN
bracis-33602	31	6	,	,	PUNCT
bracis-33602	31	7	covering	cover	VERB
bracis-33602	31	8	fundamental	fundamental	ADJ
bracis-33602	31	9	concepts	concept	NOUN
bracis-33602	31	10	,	,	PUNCT
bracis-33602	31	11	like	like	ADP
bracis-33602	31	12	the	the	DET
bracis-33602	31	13	related	relate	VERB
bracis-33602	31	14	to	to	ADP
bracis-33602	31	15	personal	personal	ADJ
bracis-33602	31	16	data	datum	NOUN
bracis-33602	31	17	protection	protection	NOUN
bracis-33602	31	18	and	and	CCONJ
bracis-33602	31	19	pseudonymization	pseudonymization	NOUN
bracis-33602	31	20	.	.	PUNCT
bracis-33602	32	1	section	section	NOUN
bracis-33602	32	2	 	 	SPACE
bracis-33602	32	3	3	3	NUM
bracis-33602	32	4	describes	describe	VERB
bracis-33602	32	5	related	related	ADJ
bracis-33602	32	6	work	work	NOUN
bracis-33602	32	7	,	,	PUNCT
bracis-33602	32	8	highlighting	highlight	VERB
bracis-33602	32	9	previous	previous	ADJ
bracis-33602	32	10	studies	study	NOUN
bracis-33602	32	11	that	that	PRON
bracis-33602	32	12	addressed	address	VERB
bracis-33602	32	13	similar	similar	ADJ
bracis-33602	32	14	issues	issue	NOUN
bracis-33602	32	15	.	.	PUNCT
bracis-33602	33	1	section	section	NOUN
bracis-33602	33	2	 	 	SPACE
bracis-33602	33	3	4	4	NUM
bracis-33602	33	4	presents	present	VERB
bracis-33602	33	5	the	the	DET
bracis-33602	33	6	proposed	propose	VERB
bracis-33602	33	7	methodology	methodology	NOUN
bracis-33602	33	8	,	,	PUNCT
bracis-33602	33	9	detailing	detail	VERB
bracis-33602	33	10	the	the	DET
bracis-33602	33	11	data	datum	NOUN
bracis-33602	33	12	used	use	VERB
bracis-33602	33	13	,	,	PUNCT
bracis-33602	33	14	tools	tool	NOUN
bracis-33602	33	15	,	,	PUNCT
bracis-33602	33	16	and	and	CCONJ
bracis-33602	33	17	terms	term	NOUN
bracis-33602	33	18	to	to	PART
bracis-33602	33	19	be	be	AUX
bracis-33602	33	20	found	find	VERB
bracis-33602	33	21	.	.	PUNCT
bracis-33602	34	1	section	section	NOUN
bracis-33602	34	2	 	 	SPACE
bracis-33602	34	3	5	5	NUM
bracis-33602	34	4	discusses	discuss	VERB
bracis-33602	34	5	the	the	DET
bracis-33602	34	6	expected	expect	VERB
bracis-33602	34	7	results	result	NOUN
bracis-33602	34	8	for	for	ADP
bracis-33602	34	9	each	each	DET
bracis-33602	34	10	test	test	NOUN
bracis-33602	34	11	set	set	VERB
bracis-33602	34	12	.	.	PUNCT
bracis-33602	35	1	finally	finally	ADV
bracis-33602	35	2	,	,	PUNCT
bracis-33602	35	3	sect	sect	NOUN
bracis-33602	35	4	.	.	PUNCT
bracis-33602	35	5	 	 	SPACE
bracis-33602	35	6	6	6	NUM
bracis-33602	35	7	presents	present	VERB
bracis-33602	35	8	the	the	DET
bracis-33602	35	9	conclusions	conclusion	NOUN
bracis-33602	35	10	and	and	CCONJ
bracis-33602	35	11	suggestions	suggestion	NOUN
bracis-33602	35	12	for	for	ADP
bracis-33602	35	13	future	future	ADJ
bracis-33602	35	14	work	work	NOUN
bracis-33602	35	15	.	.	PUNCT
bracis-33602	36	1	2	2	NUM
bracis-33602	36	2	background	background	NOUN
bracis-33602	36	3	concepts	concept	VERB
bracis-33602	36	4	2.1	2.1	NUM
bracis-33602	36	5	general	general	ADJ
bracis-33602	36	6	data	datum	NOUN
bracis-33602	36	7	protection	protection	NOUN
bracis-33602	36	8	law	law	NOUN
bracis-33602	36	9	(	(	PUNCT
bracis-33602	36	10	lgpd	lgpd	PROPN
bracis-33602	36	11	)	)	PUNCT
bracis-33602	36	12	the	the	DET
bracis-33602	36	13	general	general	ADJ
bracis-33602	36	14	data	data	PROPN
bracis-33602	36	15	protection	protection	PROPN
bracis-33602	36	16	law	law	NOUN
bracis-33602	36	17	(	(	PUNCT
bracis-33602	36	18	lgpdfootnote	lgpdfootnote	NOUN
bracis-33602	36	19	2	2	NUM
bracis-33602	36	20	,	,	PUNCT
bracis-33602	36	21	law	law	NOUN
bracis-33602	36	22	no	no	NOUN
bracis-33602	36	23	.	.	NOUN
bracis-33602	36	24	13,709	13,709	NUM
bracis-33602	36	25	,	,	PUNCT
bracis-33602	36	26	dated	date	VERB
bracis-33602	36	27	august	august	PROPN
bracis-33602	36	28	14	14	NUM
bracis-33602	36	29	,	,	PUNCT
bracis-33602	36	30	2018	2018	NUM
bracis-33602	36	31	)	)	PUNCT
bracis-33602	36	32	of	of	ADP
bracis-33602	36	33	brazil	brazil	PROPN
bracis-33602	36	34	is	be	AUX
bracis-33602	36	35	a	a	DET
bracis-33602	36	36	regulation	regulation	NOUN
bracis-33602	36	37	that	that	PRON
bracis-33602	36	38	establishes	establish	VERB
bracis-33602	36	39	guidelines	guideline	NOUN
bracis-33602	36	40	for	for	ADP
bracis-33602	36	41	the	the	DET
bracis-33602	36	42	collection	collection	NOUN
bracis-33602	36	43	,	,	PUNCT
bracis-33602	36	44	use	use	NOUN
bracis-33602	36	45	,	,	PUNCT
bracis-33602	36	46	processing	processing	NOUN
bracis-33602	36	47	,	,	PUNCT
bracis-33602	36	48	and	and	CCONJ
bracis-33602	36	49	storage	storage	NOUN
bracis-33602	36	50	of	of	ADP
bracis-33602	36	51	personal	personal	ADJ
bracis-33602	36	52	data	datum	NOUN
bracis-33602	36	53	.	.	PUNCT
bracis-33602	37	1	the	the	DET
bracis-33602	37	2	law	law	NOUN
bracis-33602	37	3	grants	grant	VERB
bracis-33602	37	4	individuals	individual	NOUN
bracis-33602	37	5	more	more	ADJ
bracis-33602	37	6	control	control	NOUN
bracis-33602	37	7	over	over	ADP
bracis-33602	37	8	their	their	PRON
bracis-33602	37	9	personal	personal	ADJ
bracis-33602	37	10	information	information	NOUN
bracis-33602	37	11	while	while	SCONJ
bracis-33602	37	12	balancing	balance	VERB
bracis-33602	37	13	privacy	privacy	NOUN
bracis-33602	37	14	rights	right	NOUN
bracis-33602	37	15	with	with	ADP
bracis-33602	37	16	technological	technological	ADJ
bracis-33602	37	17	advancement	advancement	NOUN
bracis-33602	37	18	.	.	PUNCT
bracis-33602	38	1	the	the	DET
bracis-33602	38	2	lgpd	lgpd	NOUN
bracis-33602	38	3	requires	require	VERB
bracis-33602	38	4	that	that	SCONJ
bracis-33602	38	5	any	any	DET
bracis-33602	38	6	operation	operation	NOUN
bracis-33602	38	7	involving	involve	VERB
bracis-33602	38	8	personal	personal	ADJ
bracis-33602	38	9	data	datum	NOUN
bracis-33602	38	10	be	be	AUX
bracis-33602	38	11	based	base	VERB
bracis-33602	38	12	on	on	ADP
bracis-33602	38	13	clear	clear	ADJ
bracis-33602	38	14	legal	legal	ADJ
bracis-33602	38	15	justifications	justification	NOUN
bracis-33602	38	16	and	and	CCONJ
bracis-33602	38	17	respect	respect	VERB
bracis-33602	38	18	strict	strict	ADJ
bracis-33602	38	19	principles	principle	NOUN
bracis-33602	38	20	,	,	PUNCT
bracis-33602	38	21	such	such	ADJ
bracis-33602	38	22	as	as	ADP
bracis-33602	38	23	purpose	purpose	NOUN
bracis-33602	38	24	,	,	PUNCT
bracis-33602	38	25	adequacy	adequacy	NOUN
bracis-33602	38	26	,	,	PUNCT
bracis-33602	38	27	and	and	CCONJ
bracis-33602	38	28	necessity	necessity	NOUN
bracis-33602	38	29	[	[	X
bracis-33602	38	30	3	3	NUM
bracis-33602	38	31	]	]	PUNCT
bracis-33602	38	32	.	.	PUNCT
bracis-33602	39	1	2.2	2.2	NUM
bracis-33602	39	2	personal	personal	ADJ
bracis-33602	39	3	data	datum	NOUN
bracis-33602	39	4	(	(	PUNCT
bracis-33602	39	5	pd	pd	NOUN
bracis-33602	39	6	)	)	PUNCT
bracis-33602	39	7	personal	personal	ADJ
bracis-33602	39	8	data	datum	NOUN
bracis-33602	39	9	(	(	PUNCT
bracis-33602	39	10	lgpd	lgpd	PROPN
bracis-33602	39	11	,	,	PUNCT
bracis-33602	39	12	art	art	NOUN
bracis-33602	39	13	.	.	PUNCT
bracis-33602	40	1	5	5	NUM
bracis-33602	40	2	,	,	PUNCT
bracis-33602	40	3	i	i	PRON
bracis-33602	40	4	)	)	PUNCT
bracis-33602	40	5	refers	refer	VERB
bracis-33602	40	6	to	to	ADP
bracis-33602	40	7	information	information	NOUN
bracis-33602	40	8	that	that	PRON
bracis-33602	40	9	identifies	identify	VERB
bracis-33602	40	10	or	or	CCONJ
bracis-33602	40	11	can	can	AUX
bracis-33602	40	12	directly	directly	ADV
bracis-33602	40	13	or	or	CCONJ
bracis-33602	40	14	indirectly	indirectly	ADV
bracis-33602	40	15	identify	identify	VERB
bracis-33602	40	16	a	a	DET
bracis-33602	40	17	natural	natural	ADJ
bracis-33602	40	18	person	person	NOUN
bracis-33602	40	19	.	.	PUNCT
bracis-33602	41	1	this	this	DET
bracis-33602	41	2	definition	definition	NOUN
bracis-33602	41	3	is	be	AUX
bracis-33602	41	4	broad	broad	ADJ
bracis-33602	41	5	and	and	CCONJ
bracis-33602	41	6	includes	include	VERB
bracis-33602	41	7	a	a	DET
bracis-33602	41	8	variety	variety	NOUN
bracis-33602	41	9	of	of	ADP
bracis-33602	41	10	types	type	NOUN
bracis-33602	41	11	of	of	ADP
bracis-33602	41	12	information	information	NOUN
bracis-33602	41	13	,	,	PUNCT
bracis-33602	41	14	ranging	range	VERB
bracis-33602	41	15	from	from	ADP
bracis-33602	41	16	names	name	NOUN
bracis-33602	41	17	and	and	CCONJ
bracis-33602	41	18	digital	digital	ADJ
bracis-33602	41	19	identities	identity	NOUN
bracis-33602	41	20	to	to	PART
bracis-33602	41	21	physical	physical	ADJ
bracis-33602	41	22	and	and	CCONJ
bracis-33602	41	23	electronic	electronic	ADJ
bracis-33602	41	24	characteristics	characteristic	NOUN
bracis-33602	41	25	,	,	PUNCT
bracis-33602	41	26	such	such	ADJ
bracis-33602	41	27	as	as	ADP
bracis-33602	41	28	photos	photo	NOUN
bracis-33602	41	29	and	and	CCONJ
bracis-33602	41	30	location	location	NOUN
bracis-33602	41	31	data	datum	NOUN
bracis-33602	41	32	.	.	PUNCT
bracis-33602	42	1	such	such	ADJ
bracis-33602	42	2	data	datum	NOUN
bracis-33602	42	3	is	be	AUX
bracis-33602	42	4	crucial	crucial	ADJ
bracis-33602	42	5	in	in	ADP
bracis-33602	42	6	digital	digital	ADJ
bracis-33602	42	7	society	society	NOUN
bracis-33602	42	8	,	,	PUNCT
bracis-33602	42	9	being	be	AUX
bracis-33602	42	10	used	use	VERB
bracis-33602	42	11	in	in	ADP
bracis-33602	42	12	various	various	ADJ
bracis-33602	42	13	contexts	contexts	NOUN
bracis-33602	42	14	,	,	PUNCT
bracis-33602	42	15	from	from	ADP
bracis-33602	42	16	identity	identity	NOUN
bracis-33602	42	17	verification	verification	NOUN
bracis-33602	42	18	to	to	ADP
bracis-33602	42	19	service	service	NOUN
bracis-33602	42	20	personalization	personalization	NOUN
bracis-33602	42	21	.	.	PUNCT
bracis-33602	43	1	however	however	ADV
bracis-33602	43	2	,	,	PUNCT
bracis-33602	43	3	handling	handle	VERB
bracis-33602	43	4	it	it	PRON
bracis-33602	43	5	involves	involve	VERB
bracis-33602	43	6	significant	significant	ADJ
bracis-33602	43	7	privacy	privacy	NOUN
bracis-33602	43	8	risks	risk	NOUN
bracis-33602	43	9	,	,	PUNCT
bracis-33602	43	10	which	which	PRON
bracis-33602	43	11	requires	require	VERB
bracis-33602	43	12	robust	robust	ADJ
bracis-33602	43	13	protection	protection	NOUN
bracis-33602	43	14	measures	measure	NOUN
bracis-33602	43	15	to	to	PART
bracis-33602	43	16	ensure	ensure	VERB
bracis-33602	43	17	data	datum	NOUN
bracis-33602	43	18	security	security	NOUN
bracis-33602	43	19	and	and	CCONJ
bracis-33602	43	20	confidentialityfootnote	confidentialityfootnote	VERB
bracis-33602	43	21	3	3	NUM
bracis-33602	43	22	.	.	NOUN
bracis-33602	43	23	2.3	2.3	NUM
bracis-33602	43	24	anonymization	anonymization	NOUN
bracis-33602	43	25	vs.	vs.	ADP
bracis-33602	43	26	pseudonymization	pseudonymization	NOUN
bracis-33602	43	27	anonymization	anonymization	NOUN
bracis-33602	43	28	and	and	CCONJ
bracis-33602	43	29	pseudonymization	pseudonymization	NOUN
bracis-33602	43	30	are	be	AUX
bracis-33602	43	31	two	two	NUM
bracis-33602	43	32	fundamental	fundamental	ADJ
bracis-33602	43	33	concepts	concept	NOUN
bracis-33602	43	34	in	in	ADP
bracis-33602	43	35	data	data	PROPN
bracis-33602	43	36	privacy	privacy	NOUN
bracis-33602	43	37	management	management	NOUN
bracis-33602	43	38	.	.	PUNCT
bracis-33602	44	1	anonymization	anonymization	NOUN
bracis-33602	44	2	(	(	PUNCT
bracis-33602	44	3	lgpd	lgpd	PROPN
bracis-33602	44	4	,	,	PUNCT
bracis-33602	44	5	art	art	NOUN
bracis-33602	44	6	.	.	PUNCT
bracis-33602	45	1	5	5	NUM
bracis-33602	45	2	,	,	PUNCT
bracis-33602	45	3	xi	xi	NUM
bracis-33602	45	4	)	)	PUNCT
bracis-33602	45	5	refers	refer	VERB
bracis-33602	45	6	to	to	ADP
bracis-33602	45	7	the	the	DET
bracis-33602	45	8	process	process	NOUN
bracis-33602	45	9	whereby	whereby	SCONJ
bracis-33602	45	10	personal	personal	ADJ
bracis-33602	45	11	data	data	NOUN
bracis-33602	45	12	is	be	AUX
bracis-33602	45	13	processed	process	VERB
bracis-33602	45	14	to	to	PART
bracis-33602	45	15	remove	remove	VERB
bracis-33602	45	16	the	the	DET
bracis-33602	45	17	ability	ability	NOUN
bracis-33602	45	18	to	to	PART
bracis-33602	45	19	permanently	permanently	ADV
bracis-33602	45	20	associate	associate	VERB
bracis-33602	45	21	this	this	DET
bracis-33602	45	22	data	datum	NOUN
bracis-33602	45	23	with	with	ADP
bracis-33602	45	24	a	a	DET
bracis-33602	45	25	specific	specific	ADJ
bracis-33602	45	26	individual	individual	NOUN
bracis-33602	45	27	,	,	PUNCT
bracis-33602	45	28	without	without	ADP
bracis-33602	45	29	using	use	VERB
bracis-33602	45	30	additional	additional	ADJ
bracis-33602	45	31	information	information	NOUN
bracis-33602	45	32	.	.	PUNCT
bracis-33602	46	1	this	this	PRON
bracis-33602	46	2	means	mean	VERB
bracis-33602	46	3	that	that	SCONJ
bracis-33602	46	4	once	once	ADV
bracis-33602	46	5	anonymized	anonymize	VERB
bracis-33602	46	6	,	,	PUNCT
bracis-33602	46	7	the	the	DET
bracis-33602	46	8	data	datum	NOUN
bracis-33602	46	9	can	can	AUX
bracis-33602	46	10	not	not	PART
bracis-33602	46	11	be	be	AUX
bracis-33602	46	12	linked	link	VERB
bracis-33602	46	13	back	back	ADV
bracis-33602	46	14	to	to	ADP
bracis-33602	46	15	the	the	DET
bracis-33602	46	16	owner	owner	NOUN
bracis-33602	46	17	,	,	PUNCT
bracis-33602	46	18	even	even	ADV
bracis-33602	46	19	with	with	ADP
bracis-33602	46	20	the	the	DET
bracis-33602	46	21	use	use	NOUN
bracis-33602	46	22	of	of	ADP
bracis-33602	46	23	reasonable	reasonable	ADJ
bracis-33602	46	24	technical	technical	ADJ
bracis-33602	46	25	means	mean	NOUN
bracis-33602	46	26	.	.	PUNCT
bracis-33602	47	1	this	this	DET
bracis-33602	47	2	process	process	NOUN
bracis-33602	47	3	is	be	AUX
bracis-33602	47	4	irreversible	irreversible	ADJ
bracis-33602	47	5	,	,	PUNCT
bracis-33602	47	6	ensuring	ensure	VERB
bracis-33602	47	7	a	a	DET
bracis-33602	47	8	high	high	ADJ
bracis-33602	47	9	level	level	NOUN
bracis-33602	47	10	of	of	ADP
bracis-33602	47	11	protection	protection	NOUN
bracis-33602	47	12	for	for	ADP
bracis-33602	47	13	the	the	DET
bracis-33602	47	14	individual	individual	NOUN
bracis-33602	47	15	’s	’s	PART
bracis-33602	47	16	identity	identity	NOUN
bracis-33602	47	17	.	.	PUNCT
bracis-33602	48	1	on	on	ADP
bracis-33602	48	2	the	the	DET
bracis-33602	48	3	other	other	ADJ
bracis-33602	48	4	hand	hand	NOUN
bracis-33602	48	5	,	,	PUNCT
bracis-33602	48	6	pseudonymization	pseudonymization	NOUN
bracis-33602	48	7	(	(	PUNCT
bracis-33602	48	8	lgpd	lgpd	NOUN
bracis-33602	48	9	,	,	PUNCT
bracis-33602	48	10	art	art	NOUN
bracis-33602	48	11	.	.	PUNCT
bracis-33602	49	1	13	13	NUM
bracis-33602	49	2	,	,	PUNCT
bracis-33602	49	3	\({\breve{\textrm{g}}}\	\({\breve{\textrm{g}}}\	NOUN
bracis-33602	49	4	)	)	PUNCT
bracis-33602	49	5	4	4	NUM
bracis-33602	49	6	)	)	PUNCT
bracis-33602	49	7	is	be	AUX
bracis-33602	49	8	a	a	DET
bracis-33602	49	9	technique	technique	NOUN
bracis-33602	49	10	that	that	PRON
bracis-33602	49	11	modifies	modify	VERB
bracis-33602	49	12	personal	personal	ADJ
bracis-33602	49	13	data	datum	NOUN
bracis-33602	49	14	so	so	SCONJ
bracis-33602	49	15	that	that	SCONJ
bracis-33602	49	16	identification	identification	NOUN
bracis-33602	49	17	of	of	ADP
bracis-33602	49	18	the	the	DET
bracis-33602	49	19	owner	owner	NOUN
bracis-33602	49	20	can	can	AUX
bracis-33602	49	21	not	not	PART
bracis-33602	49	22	be	be	AUX
bracis-33602	49	23	done	do	VERB
bracis-33602	49	24	without	without	ADP
bracis-33602	49	25	using	use	VERB
bracis-33602	49	26	additional	additional	ADJ
bracis-33602	49	27	information	information	NOUN
bracis-33602	49	28	,	,	PUNCT
bracis-33602	49	29	which	which	PRON
bracis-33602	49	30	is	be	AUX
bracis-33602	49	31	maintained	maintain	VERB
bracis-33602	49	32	separately	separately	ADV
bracis-33602	49	33	and	and	CCONJ
bracis-33602	49	34	under	under	ADP
bracis-33602	49	35	strict	strict	ADJ
bracis-33602	49	36	security	security	NOUN
bracis-33602	49	37	measures	measure	NOUN
bracis-33602	49	38	by	by	ADP
bracis-33602	49	39	the	the	DET
bracis-33602	49	40	data	datum	NOUN
bracis-33602	49	41	controller	controller	NOUN
bracis-33602	49	42	.	.	PUNCT
bracis-33602	50	1	unlike	unlike	ADP
bracis-33602	50	2	anonymization	anonymization	NOUN
bracis-33602	50	3	,	,	PUNCT
bracis-33602	50	4	pseudonymization	pseudonymization	NOUN
bracis-33602	50	5	is	be	AUX
bracis-33602	50	6	reversible	reversible	ADJ
bracis-33602	50	7	,	,	PUNCT
bracis-33602	50	8	provided	provide	VERB
bracis-33602	50	9	that	that	SCONJ
bracis-33602	50	10	the	the	DET
bracis-33602	50	11	additional	additional	ADJ
bracis-33602	50	12	information	information	NOUN
bracis-33602	50	13	is	be	AUX
bracis-33602	50	14	made	make	VERB
bracis-33602	50	15	availablefootnote	availablefootnote	ADP
bracis-33602	50	16	4	4	NUM
bracis-33602	50	17	.	.	PUNCT
bracis-33602	51	1	this	this	DET
bracis-33602	51	2	method	method	NOUN
bracis-33602	51	3	will	will	AUX
bracis-33602	51	4	be	be	AUX
bracis-33602	51	5	adopted	adopt	VERB
bracis-33602	51	6	in	in	ADP
bracis-33602	51	7	this	this	DET
bracis-33602	51	8	work	work	NOUN
bracis-33602	51	9	as	as	SCONJ
bracis-33602	51	10	it	it	PRON
bracis-33602	51	11	allows	allow	VERB
bracis-33602	51	12	the	the	DET
bracis-33602	51	13	data	datum	NOUN
bracis-33602	51	14	to	to	PART
bracis-33602	51	15	be	be	AUX
bracis-33602	51	16	protected	protect	VERB
bracis-33602	51	17	without	without	ADP
bracis-33602	51	18	losing	lose	VERB
bracis-33602	51	19	its	its	PRON
bracis-33602	51	20	utility	utility	NOUN
bracis-33602	51	21	for	for	ADP
bracis-33602	51	22	analysis	analysis	NOUN
bracis-33602	51	23	and	and	CCONJ
bracis-33602	51	24	research	research	NOUN
bracis-33602	51	25	.	.	PUNCT
bracis-33602	52	1	2.4	2.4	NUM
bracis-33602	52	2	retrieval	retrieval	NOUN
bracis-33602	52	3	-	-	PUNCT
bracis-33602	52	4	augmented	augment	VERB
bracis-33602	52	5	generation	generation	NOUN
bracis-33602	52	6	(	(	PUNCT
bracis-33602	52	7	rag	rag	NOUN
bracis-33602	52	8	)	)	PUNCT
bracis-33602	52	9	rag	rag	NOUN
bracis-33602	52	10	is	be	AUX
bracis-33602	52	11	an	an	DET
bracis-33602	52	12	advanced	advanced	ADJ
bracis-33602	52	13	approach	approach	NOUN
bracis-33602	52	14	in	in	ADP
bracis-33602	52	15	natural	natural	ADJ
bracis-33602	52	16	language	language	NOUN
bracis-33602	52	17	processing	processing	NOUN
bracis-33602	52	18	(	(	PUNCT
bracis-33602	52	19	nlp	nlp	NOUN
bracis-33602	52	20	)	)	PUNCT
bracis-33602	52	21	models	model	NOUN
bracis-33602	52	22	that	that	PRON
bracis-33602	52	23	integrates	integrate	VERB
bracis-33602	52	24	information	information	NOUN
bracis-33602	52	25	retrieval	retrieval	NOUN
bracis-33602	52	26	with	with	ADP
bracis-33602	52	27	text	text	NOUN
bracis-33602	52	28	generation	generation	NOUN
bracis-33602	52	29	[	[	X
bracis-33602	52	30	6	6	NUM
bracis-33602	52	31	]	]	PUNCT
bracis-33602	52	32	.	.	PUNCT
bracis-33602	53	1	this	this	DET
bracis-33602	53	2	technique	technique	NOUN
bracis-33602	53	3	allows	allow	VERB
bracis-33602	53	4	the	the	DET
bracis-33602	53	5	model	model	NOUN
bracis-33602	53	6	to	to	PART
bracis-33602	53	7	retrieve	retrieve	VERB
bracis-33602	53	8	relevant	relevant	ADJ
bracis-33602	53	9	documents	document	NOUN
bracis-33602	53	10	that	that	PRON
bracis-33602	53	11	are	be	AUX
bracis-33602	53	12	used	use	VERB
bracis-33602	53	13	to	to	PART
bracis-33602	53	14	inform	inform	VERB
bracis-33602	53	15	subsequent	subsequent	ADJ
bracis-33602	53	16	text	text	NOUN
bracis-33602	53	17	generation	generation	NOUN
bracis-33602	53	18	.	.	PUNCT
bracis-33602	54	1	the	the	DET
bracis-33602	54	2	unique	unique	ADJ
bracis-33602	54	3	ability	ability	NOUN
bracis-33602	54	4	of	of	ADP
bracis-33602	54	5	rag	rag	NOUN
bracis-33602	54	6	to	to	PART
bracis-33602	54	7	combine	combine	VERB
bracis-33602	54	8	parametric	parametric	ADJ
bracis-33602	54	9	and	and	CCONJ
bracis-33602	54	10	non	non	ADJ
bracis-33602	54	11	-	-	ADJ
bracis-33602	54	12	parametric	parametric	ADJ
bracis-33602	54	13	memory	memory	NOUN
bracis-33602	54	14	enables	enable	VERB
bracis-33602	54	15	it	it	PRON
bracis-33602	54	16	to	to	PART
bracis-33602	54	17	adapt	adapt	VERB
bracis-33602	54	18	both	both	DET
bracis-33602	54	19	retrieval	retrieval	NOUN
bracis-33602	54	20	and	and	CCONJ
bracis-33602	54	21	content	content	NOUN
bracis-33602	54	22	generation	generation	NOUN
bracis-33602	54	23	for	for	ADP
bracis-33602	54	24	specific	specific	ADJ
bracis-33602	54	25	nlp	nlp	NOUN
bracis-33602	54	26	tasks	task	NOUN
bracis-33602	54	27	,	,	PUNCT
bracis-33602	54	28	improving	improve	VERB
bracis-33602	54	29	the	the	DET
bracis-33602	54	30	accuracy	accuracy	NOUN
bracis-33602	54	31	and	and	CCONJ
bracis-33602	54	32	relevance	relevance	NOUN
bracis-33602	54	33	of	of	ADP
bracis-33602	54	34	the	the	DET
bracis-33602	54	35	generated	generate	VERB
bracis-33602	54	36	informationfootnote	informationfootnote	NOUN
bracis-33602	54	37	5	5	NUM
bracis-33602	54	38	.	.	PUNCT
bracis-33602	54	39	by	by	ADP
bracis-33602	54	40	utilizing	utilize	VERB
bracis-33602	54	41	rag	rag	NOUN
bracis-33602	54	42	,	,	PUNCT
bracis-33602	54	43	we	we	PRON
bracis-33602	54	44	can	can	AUX
bracis-33602	54	45	incorporate	incorporate	VERB
bracis-33602	54	46	a	a	DET
bracis-33602	54	47	vast	vast	ADJ
bracis-33602	54	48	amount	amount	NOUN
bracis-33602	54	49	of	of	ADP
bracis-33602	54	50	pre	pre	ADJ
bracis-33602	54	51	-	-	ADJ
bracis-33602	54	52	existing	exist	VERB
bracis-33602	54	53	legal	legal	ADJ
bracis-33602	54	54	information	information	NOUN
bracis-33602	54	55	to	to	PART
bracis-33602	54	56	enhance	enhance	VERB
bracis-33602	54	57	the	the	DET
bracis-33602	54	58	quality	quality	NOUN
bracis-33602	54	59	of	of	ADP
bracis-33602	54	60	our	our	PRON
bracis-33602	54	61	generated	generate	VERB
bracis-33602	54	62	dataset	dataset	NOUN
bracis-33602	54	63	.	.	PUNCT
bracis-33602	55	1	3	3	NUM
bracis-33602	55	2	related	relate	VERB
bracis-33602	55	3	work	work	NOUN
bracis-33602	55	4	in	in	ADP
bracis-33602	55	5	the	the	DET
bracis-33602	55	6	article	article	NOUN
bracis-33602	55	7	by	by	ADP
bracis-33602	55	8	patsakis	patsaki	NOUN
bracis-33602	55	9	and	and	CCONJ
bracis-33602	55	10	lykousas	lykousa	NOUN
bracis-33602	55	11	(	(	PUNCT
bracis-33602	55	12	2023	2023	NUM
bracis-33602	55	13	)	)	PUNCT
bracis-33602	56	1	[	[	X
bracis-33602	56	2	11	11	NUM
bracis-33602	56	3	]	]	PUNCT
bracis-33602	56	4	,	,	PUNCT
bracis-33602	56	5	the	the	DET
bracis-33602	56	6	authors	author	NOUN
bracis-33602	56	7	explore	explore	VERB
bracis-33602	56	8	the	the	DET
bracis-33602	56	9	challenge	challenge	NOUN
bracis-33602	56	10	of	of	ADP
bracis-33602	56	11	effectively	effectively	ADV
bracis-33602	56	12	anonymizing	anonymize	VERB
bracis-33602	56	13	text	text	NOUN
bracis-33602	56	14	in	in	ADP
bracis-33602	56	15	the	the	DET
bracis-33602	56	16	age	age	NOUN
bracis-33602	56	17	of	of	ADP
bracis-33602	56	18	large	large	ADJ
bracis-33602	56	19	language	language	NOUN
bracis-33602	56	20	models	model	NOUN
bracis-33602	56	21	.	.	PUNCT
bracis-33602	57	1	this	this	DET
bracis-33602	57	2	study	study	NOUN
bracis-33602	57	3	questions	question	VERB
bracis-33602	57	4	the	the	DET
bracis-33602	57	5	effectiveness	effectiveness	NOUN
bracis-33602	57	6	of	of	ADP
bracis-33602	57	7	these	these	DET
bracis-33602	57	8	approaches	approach	NOUN
bracis-33602	57	9	and	and	CCONJ
bracis-33602	57	10	assesses	assess	VERB
bracis-33602	57	11	their	their	PRON
bracis-33602	57	12	ability	ability	NOUN
bracis-33602	57	13	to	to	PART
bracis-33602	57	14	prevent	prevent	VERB
bracis-33602	57	15	identification	identification	NOUN
bracis-33602	57	16	,	,	PUNCT
bracis-33602	57	17	especially	especially	ADV
bracis-33602	57	18	with	with	ADP
bracis-33602	57	19	the	the	DET
bracis-33602	57	20	use	use	NOUN
bracis-33602	57	21	of	of	ADP
bracis-33602	57	22	ai	ai	VERB
bracis-33602	57	23	on	on	ADP
bracis-33602	57	24	large	large	ADJ
bracis-33602	57	25	datasets	dataset	NOUN
bracis-33602	57	26	.	.	PUNCT
bracis-33602	58	1	an	an	DET
bracis-33602	58	2	experiment	experiment	NOUN
bracis-33602	58	3	is	be	AUX
bracis-33602	58	4	conducted	conduct	VERB
bracis-33602	58	5	using	use	VERB
bracis-33602	58	6	gpt	gpt	NOUN
bracis-33602	58	7	on	on	ADP
bracis-33602	58	8	anonymized	anonymize	VERB
bracis-33602	58	9	texts	text	NOUN
bracis-33602	58	10	of	of	ADP
bracis-33602	58	11	well	well	ADV
bracis-33602	58	12	-	-	PUNCT
bracis-33602	58	13	known	know	VERB
bracis-33602	58	14	personalities	personality	NOUN
bracis-33602	58	15	to	to	PART
bracis-33602	58	16	verify	verify	VERB
bracis-33602	58	17	whether	whether	SCONJ
bracis-33602	58	18	these	these	DET
bracis-33602	58	19	language	language	NOUN
bracis-33602	58	20	models	model	NOUN
bracis-33602	58	21	can	can	AUX
bracis-33602	58	22	re	re	VERB
bracis-33602	58	23	-	-	VERB
bracis-33602	58	24	identify	identify	VERB
bracis-33602	58	25	individuals	individual	NOUN
bracis-33602	58	26	.	.	PUNCT
bracis-33602	59	1	they	they	PRON
bracis-33602	59	2	argue	argue	VERB
bracis-33602	59	3	that	that	SCONJ
bracis-33602	59	4	despite	despite	SCONJ
bracis-33602	59	5	technological	technological	ADJ
bracis-33602	59	6	advances	advance	NOUN
bracis-33602	59	7	,	,	PUNCT
bracis-33602	59	8	there	there	PRON
bracis-33602	59	9	are	be	VERB
bracis-33602	59	10	still	still	ADV
bracis-33602	59	11	significant	significant	ADJ
bracis-33602	59	12	obstacles	obstacle	NOUN
bracis-33602	59	13	in	in	ADP
bracis-33602	59	14	protecting	protect	VERB
bracis-33602	59	15	data	data	NOUN
bracis-33602	59	16	privacy	privacy	NOUN
bracis-33602	59	17	in	in	ADP
bracis-33602	59	18	texts	text	NOUN
bracis-33602	59	19	processed	process	VERB
bracis-33602	59	20	by	by	ADP
bracis-33602	59	21	these	these	DET
bracis-33602	59	22	tools	tool	NOUN
bracis-33602	59	23	.	.	PUNCT
bracis-33602	60	1	in	in	ADP
bracis-33602	60	2	the	the	DET
bracis-33602	60	3	work	work	NOUN
bracis-33602	60	4	of	of	ADP
bracis-33602	60	5	de	de	X
bracis-33602	60	6	andrade	andrade	PROPN
bracis-33602	60	7	et	et	PROPN
bracis-33602	60	8	al	al	PROPN
bracis-33602	60	9	.	.	PROPN
bracis-33602	61	1	(	(	PUNCT
bracis-33602	61	2	2023	2023	NUM
bracis-33602	61	3	)	)	PUNCT
bracis-33602	62	1	[	[	X
bracis-33602	62	2	1	1	NUM
bracis-33602	62	3	]	]	PUNCT
bracis-33602	62	4	,	,	PUNCT
bracis-33602	62	5	the	the	DET
bracis-33602	62	6	authors	author	NOUN
bracis-33602	62	7	present	present	VERB
bracis-33602	62	8	an	an	DET
bracis-33602	62	9	approach	approach	NOUN
bracis-33602	62	10	called	call	VERB
bracis-33602	62	11	promptner	promptner	NOUN
bracis-33602	62	12	,	,	PUNCT
bracis-33602	62	13	which	which	PRON
bracis-33602	62	14	focuses	focus	VERB
bracis-33602	62	15	on	on	ADP
bracis-33602	62	16	ner	ner	NOUN
bracis-33602	62	17	in	in	ADP
bracis-33602	62	18	sensitive	sensitive	ADJ
bracis-33602	62	19	data	datum	NOUN
bracis-33602	62	20	using	use	VERB
bracis-33602	62	21	automatically	automatically	ADV
bracis-33602	62	22	labeled	label	VERB
bracis-33602	62	23	instances	instance	NOUN
bracis-33602	62	24	.	.	PUNCT
bracis-33602	63	1	the	the	DET
bracis-33602	63	2	authors	author	NOUN
bracis-33602	63	3	propose	propose	VERB
bracis-33602	63	4	an	an	DET
bracis-33602	63	5	approach	approach	NOUN
bracis-33602	63	6	that	that	PRON
bracis-33602	63	7	employs	employ	VERB
bracis-33602	63	8	llms	llm	NOUN
bracis-33602	63	9	to	to	PART
bracis-33602	63	10	identify	identify	VERB
bracis-33602	63	11	entities	entity	NOUN
bracis-33602	63	12	in	in	ADP
bracis-33602	63	13	complaints	complaint	NOUN
bracis-33602	63	14	and	and	CCONJ
bracis-33602	63	15	then	then	ADV
bracis-33602	63	16	trains	train	VERB
bracis-33602	63	17	simpler	simple	ADJ
bracis-33602	63	18	models	model	NOUN
bracis-33602	63	19	like	like	ADP
bracis-33602	63	20	the	the	DET
bracis-33602	63	21	spert	spert	ADJ
bracis-33602	63	22	method	method	NOUN
bracis-33602	63	23	.	.	PUNCT
bracis-33602	64	1	the	the	DET
bracis-33602	64	2	improved	improve	VERB
bracis-33602	64	3	ner	ner	NOUN
bracis-33602	64	4	model	model	NOUN
bracis-33602	64	5	shows	show	VERB
bracis-33602	64	6	substantial	substantial	ADJ
bracis-33602	64	7	improvements	improvement	NOUN
bracis-33602	64	8	in	in	ADP
bracis-33602	64	9	f	f	NOUN
bracis-33602	64	10	-	-	PUNCT
bracis-33602	64	11	score	score	NOUN
bracis-33602	64	12	,	,	PUNCT
bracis-33602	64	13	ranging	range	VERB
bracis-33602	64	14	from	from	ADP
bracis-33602	64	15	41	41	NUM
bracis-33602	64	16	%	%	NOUN
bracis-33602	64	17	to	to	ADP
bracis-33602	64	18	129	129	NUM
bracis-33602	64	19	%	%	NOUN
bracis-33602	64	20	compared	compare	VERB
bracis-33602	64	21	to	to	ADP
bracis-33602	64	22	models	model	NOUN
bracis-33602	64	23	using	use	VERB
bracis-33602	64	24	only	only	ADV
bracis-33602	64	25	manually	manually	ADV
bracis-33602	64	26	labeled	label	VERB
bracis-33602	64	27	data	datum	NOUN
bracis-33602	64	28	.	.	PUNCT
bracis-33602	65	1	this	this	DET
bracis-33602	65	2	study	study	NOUN
bracis-33602	65	3	is	be	AUX
bracis-33602	65	4	crucial	crucial	ADJ
bracis-33602	65	5	because	because	SCONJ
bracis-33602	65	6	it	it	PRON
bracis-33602	65	7	combines	combine	VERB
bracis-33602	65	8	artificial	artificial	ADJ
bracis-33602	65	9	intelligence	intelligence	NOUN
bracis-33602	65	10	methods	method	NOUN
bracis-33602	65	11	to	to	PART
bracis-33602	65	12	improve	improve	VERB
bracis-33602	65	13	efficiency	efficiency	NOUN
bracis-33602	65	14	in	in	ADP
bracis-33602	65	15	identifying	identify	VERB
bracis-33602	65	16	and	and	CCONJ
bracis-33602	65	17	handling	handle	VERB
bracis-33602	65	18	personal	personal	ADJ
bracis-33602	65	19	data	datum	NOUN
bracis-33602	65	20	.	.	PUNCT
bracis-33602	66	1	mota	mota	PROPN
bracis-33602	66	2	et	et	PROPN
bracis-33602	66	3	al	al	PROPN
bracis-33602	66	4	.	.	PROPN
bracis-33602	67	1	(	(	PUNCT
bracis-33602	67	2	2021	2021	NUM
bracis-33602	67	3	)	)	PUNCT
bracis-33602	68	1	[	[	X
bracis-33602	68	2	7	7	X
bracis-33602	68	3	]	]	PUNCT
bracis-33602	68	4	investigate	investigate	VERB
bracis-33602	68	5	the	the	DET
bracis-33602	68	6	use	use	NOUN
bracis-33602	68	7	of	of	ADP
bracis-33602	68	8	neural	neural	ADJ
bracis-33602	68	9	networks	network	NOUN
bracis-33602	68	10	for	for	ADP
bracis-33602	68	11	named	name	VERB
bracis-33602	68	12	entity	entity	NOUN
bracis-33602	68	13	recognition	recognition	NOUN
bracis-33602	68	14	in	in	ADP
bracis-33602	68	15	legal	legal	ADJ
bracis-33602	68	16	documents	document	NOUN
bracis-33602	68	17	in	in	ADP
bracis-33602	68	18	portuguese	portuguese	PROPN
bracis-33602	68	19	.	.	PUNCT
bracis-33602	69	1	the	the	DET
bracis-33602	69	2	authors	author	NOUN
bracis-33602	69	3	used	use	VERB
bracis-33602	69	4	spacy	spacy	NOUN
bracis-33602	69	5	and	and	CCONJ
bracis-33602	69	6	flair	flair	NOUN
bracis-33602	69	7	libraries	library	NOUN
bracis-33602	69	8	.	.	PUNCT
bracis-33602	70	1	their	their	PRON
bracis-33602	70	2	results	result	NOUN
bracis-33602	70	3	demonstrate	demonstrate	VERB
bracis-33602	70	4	the	the	DET
bracis-33602	70	5	ability	ability	NOUN
bracis-33602	70	6	of	of	ADP
bracis-33602	70	7	these	these	DET
bracis-33602	70	8	advanced	advanced	ADJ
bracis-33602	70	9	technologies	technology	NOUN
bracis-33602	70	10	to	to	PART
bracis-33602	70	11	handle	handle	VERB
bracis-33602	70	12	the	the	DET
bracis-33602	70	13	linguistic	linguistic	ADJ
bracis-33602	70	14	complexity	complexity	NOUN
bracis-33602	70	15	of	of	ADP
bracis-33602	70	16	portuguese	portuguese	PROPN
bracis-33602	70	17	,	,	PUNCT
bracis-33602	70	18	providing	provide	VERB
bracis-33602	70	19	a	a	DET
bracis-33602	70	20	technical	technical	ADJ
bracis-33602	70	21	foundation	foundation	NOUN
bracis-33602	70	22	for	for	ADP
bracis-33602	70	23	the	the	DET
bracis-33602	70	24	development	development	NOUN
bracis-33602	70	25	of	of	ADP
bracis-33602	70	26	more	more	ADV
bracis-33602	70	27	effective	effective	ADJ
bracis-33602	70	28	solutions	solution	NOUN
bracis-33602	70	29	.	.	PUNCT
bracis-33602	71	1	nunes	nune	NOUN
bracis-33602	71	2	and	and	CCONJ
bracis-33602	71	3	dos	do	NOUN
bracis-33602	71	4	santos	santo	NOUN
bracis-33602	71	5	(	(	PUNCT
bracis-33602	71	6	2023	2023	NUM
bracis-33602	71	7	)	)	PUNCT
bracis-33602	72	1	[	[	X
bracis-33602	72	2	9	9	NUM
bracis-33602	72	3	]	]	PUNCT
bracis-33602	72	4	discuss	discuss	VERB
bracis-33602	72	5	the	the	DET
bracis-33602	72	6	application	application	NOUN
bracis-33602	72	7	and	and	CCONJ
bracis-33602	72	8	impact	impact	NOUN
bracis-33602	72	9	of	of	ADP
bracis-33602	72	10	the	the	DET
bracis-33602	72	11	lgpd	lgpd	NOUN
bracis-33602	72	12	in	in	ADP
bracis-33602	72	13	the	the	DET
bracis-33602	72	14	brazilian	brazilian	ADJ
bracis-33602	72	15	context	context	NOUN
bracis-33602	72	16	,	,	PUNCT
bracis-33602	72	17	focusing	focus	VERB
bracis-33602	72	18	on	on	ADP
bracis-33602	72	19	a	a	DET
bracis-33602	72	20	technological	technological	ADJ
bracis-33602	72	21	and	and	CCONJ
bracis-33602	72	22	agnostic	agnostic	ADJ
bracis-33602	72	23	approach	approach	NOUN
bracis-33602	72	24	.	.	PUNCT
bracis-33602	73	1	they	they	PRON
bracis-33602	73	2	emphasize	emphasize	VERB
bracis-33602	73	3	the	the	DET
bracis-33602	73	4	need	need	NOUN
bracis-33602	73	5	for	for	SCONJ
bracis-33602	73	6	organizations	organization	NOUN
bracis-33602	73	7	to	to	PART
bracis-33602	73	8	adapt	adapt	VERB
bracis-33602	73	9	to	to	ADP
bracis-33602	73	10	legal	legal	ADJ
bracis-33602	73	11	requirements	requirement	NOUN
bracis-33602	73	12	and	and	CCONJ
bracis-33602	73	13	the	the	DET
bracis-33602	73	14	importance	importance	NOUN
bracis-33602	73	15	of	of	ADP
bracis-33602	73	16	implementing	implement	VERB
bracis-33602	73	17	effective	effective	ADJ
bracis-33602	73	18	measures	measure	NOUN
bracis-33602	73	19	for	for	ADP
bracis-33602	73	20	protecting	protect	VERB
bracis-33602	73	21	personal	personal	ADJ
bracis-33602	73	22	data	datum	NOUN
bracis-33602	73	23	.	.	PUNCT
bracis-33602	74	1	this	this	DET
bracis-33602	74	2	study	study	NOUN
bracis-33602	74	3	highlights	highlight	NOUN
bracis-33602	74	4	that	that	SCONJ
bracis-33602	74	5	implementing	implement	VERB
bracis-33602	74	6	the	the	DET
bracis-33602	74	7	lgpd	lgpd	NOUN
bracis-33602	74	8	requires	require	VERB
bracis-33602	74	9	a	a	DET
bracis-33602	74	10	comprehensive	comprehensive	ADJ
bracis-33602	74	11	technical	technical	ADJ
bracis-33602	74	12	and	and	CCONJ
bracis-33602	74	13	organizational	organizational	ADJ
bracis-33602	74	14	approach	approach	NOUN
bracis-33602	74	15	.	.	PUNCT
bracis-33602	75	1	multiples	multiple	NOUN
bracis-33602	75	2	tools	tool	NOUN
bracis-33602	75	3	,	,	PUNCT
bracis-33602	75	4	such	such	ADJ
bracis-33602	75	5	as	as	ADP
bracis-33602	75	6	data	data	NOUN
bracis-33602	75	7	management	management	NOUN
bracis-33602	75	8	systems	system	NOUN
bracis-33602	75	9	(	(	PUNCT
bracis-33602	75	10	dms	dms	PROPN
bracis-33602	75	11	)	)	PUNCT
bracis-33602	75	12	,	,	PUNCT
bracis-33602	75	13	anonymization	anonymization	NOUN
bracis-33602	75	14	,	,	PUNCT
bracis-33602	75	15	pseudonymization	pseudonymization	NOUN
bracis-33602	75	16	,	,	PUNCT
bracis-33602	75	17	encryption	encryption	NOUN
bracis-33602	75	18	,	,	PUNCT
bracis-33602	75	19	and	and	CCONJ
bracis-33602	75	20	auditing	auditing	NOUN
bracis-33602	75	21	,	,	PUNCT
bracis-33602	75	22	are	be	AUX
bracis-33602	75	23	highlighted	highlight	VERB
bracis-33602	75	24	as	as	ADP
bracis-33602	75	25	essential	essential	ADJ
bracis-33602	75	26	for	for	ADP
bracis-33602	75	27	compliance	compliance	NOUN
bracis-33602	75	28	.	.	PUNCT
bracis-33602	76	1	techniques	technique	NOUN
bracis-33602	76	2	like	like	ADP
bracis-33602	76	3	big	big	ADJ
bracis-33602	76	4	data	datum	NOUN
bracis-33602	76	5	and	and	CCONJ
bracis-33602	76	6	machine	machine	NOUN
bracis-33602	76	7	learning	learning	NOUN
bracis-33602	76	8	can	can	AUX
bracis-33602	76	9	improve	improve	VERB
bracis-33602	76	10	compliance	compliance	NOUN
bracis-33602	76	11	,	,	PUNCT
bracis-33602	76	12	while	while	SCONJ
bracis-33602	76	13	privacy	privacy	NOUN
bracis-33602	76	14	by	by	ADP
bracis-33602	76	15	design	design	NOUN
bracis-33602	76	16	and	and	CCONJ
bracis-33602	76	17	ediscovery	ediscovery	NOUN
bracis-33602	76	18	are	be	AUX
bracis-33602	76	19	emphasized	emphasize	VERB
bracis-33602	76	20	as	as	ADP
bracis-33602	76	21	crucial	crucial	ADJ
bracis-33602	76	22	for	for	ADP
bracis-33602	76	23	protecting	protect	VERB
bracis-33602	76	24	data	datum	NOUN
bracis-33602	76	25	.	.	PUNCT
bracis-33602	77	1	gr	gr	ADJ
bracis-33602	77	2	,	,	PUNCT
bracis-33602	77	3	shinu	shinu	NOUN
bracis-33602	77	4	,	,	PUNCT
bracis-33602	77	5	and	and	CCONJ
bracis-33602	77	6	agarwal	agarwal	PROPN
bracis-33602	77	7	(	(	PUNCT
bracis-33602	77	8	2023	2023	NUM
bracis-33602	77	9	)	)	PUNCT
bracis-33602	78	1	[	[	X
bracis-33602	78	2	5	5	NUM
bracis-33602	78	3	]	]	PUNCT
bracis-33602	78	4	presented	present	VERB
bracis-33602	78	5	a	a	DET
bracis-33602	78	6	hybrid	hybrid	ADJ
bracis-33602	78	7	model	model	NOUN
bracis-33602	78	8	that	that	PRON
bracis-33602	78	9	combines	combine	VERB
bracis-33602	78	10	regex	regex	PROPN
bracis-33602	78	11	and	and	CCONJ
bracis-33602	78	12	ner	ner	NOUN
bracis-33602	78	13	for	for	ADP
bracis-33602	78	14	resume	resume	VERB
bracis-33602	78	15	analysis	analysis	NOUN
bracis-33602	78	16	and	and	CCONJ
bracis-33602	78	17	matching	matching	NOUN
bracis-33602	78	18	.	.	PUNCT
bracis-33602	79	1	this	this	DET
bracis-33602	79	2	work	work	NOUN
bracis-33602	79	3	illustrates	illustrate	VERB
bracis-33602	79	4	the	the	DET
bracis-33602	79	5	applicability	applicability	NOUN
bracis-33602	79	6	of	of	ADP
bracis-33602	79	7	ner	ner	NOUN
bracis-33602	79	8	techniques	technique	NOUN
bracis-33602	79	9	along	along	ADV
bracis-33602	79	10	with	with	ADP
bracis-33602	79	11	regular	regular	ADJ
bracis-33602	79	12	expressions	expression	NOUN
bracis-33602	79	13	to	to	PART
bracis-33602	79	14	efficiently	efficiently	ADV
bracis-33602	79	15	extract	extract	VERB
bracis-33602	79	16	and	and	CCONJ
bracis-33602	79	17	process	process	VERB
bracis-33602	79	18	information	information	NOUN
bracis-33602	79	19	in	in	ADP
bracis-33602	79	20	structured	structured	ADJ
bracis-33602	79	21	documents	document	NOUN
bracis-33602	79	22	like	like	ADP
bracis-33602	79	23	resumes	resume	NOUN
bracis-33602	79	24	.	.	PUNCT
bracis-33602	80	1	the	the	DET
bracis-33602	80	2	proposed	propose	VERB
bracis-33602	80	3	methodology	methodology	NOUN
bracis-33602	80	4	is	be	AUX
bracis-33602	80	5	relevant	relevant	ADJ
bracis-33602	80	6	to	to	ADP
bracis-33602	80	7	our	our	PRON
bracis-33602	80	8	study	study	NOUN
bracis-33602	80	9	as	as	SCONJ
bracis-33602	80	10	it	it	PRON
bracis-33602	80	11	demonstrates	demonstrate	VERB
bracis-33602	80	12	the	the	DET
bracis-33602	80	13	effectiveness	effectiveness	NOUN
bracis-33602	80	14	of	of	ADP
bracis-33602	80	15	integrating	integrate	VERB
bracis-33602	80	16	ner	ner	NOUN
bracis-33602	80	17	and	and	CCONJ
bracis-33602	80	18	regex	regex	PROPN
bracis-33602	80	19	in	in	ADP
bracis-33602	80	20	data	datum	NOUN
bracis-33602	80	21	identification	identification	NOUN
bracis-33602	80	22	and	and	CCONJ
bracis-33602	80	23	pseudonymization	pseudonymization	NOUN
bracis-33602	80	24	tasks	task	NOUN
bracis-33602	80	25	.	.	PUNCT
bracis-33602	81	1	luz	luz	PROPN
bracis-33602	81	2	de	de	PROPN
bracis-33602	81	3	araujo	araujo	PROPN
bracis-33602	81	4	et	et	PROPN
bracis-33602	81	5	al	al	PROPN
bracis-33602	81	6	.	.	PROPN
bracis-33602	82	1	(	(	PUNCT
bracis-33602	82	2	2018	2018	NUM
bracis-33602	82	3	)	)	PUNCT
bracis-33602	83	1	[	[	X
bracis-33602	83	2	2	2	NUM
bracis-33602	83	3	]	]	PUNCT
bracis-33602	83	4	developed	develop	VERB
bracis-33602	83	5	lener	lener	NOUN
bracis-33602	83	6	-	-	PUNCT
bracis-33602	83	7	br	br	NOUN
bracis-33602	83	8	,	,	PUNCT
bracis-33602	83	9	a	a	DET
bracis-33602	83	10	dataset	dataset	NOUN
bracis-33602	83	11	specifically	specifically	ADV
bracis-33602	83	12	for	for	SCONJ
bracis-33602	83	13	named	name	VERB
bracis-33602	83	14	entity	entity	NOUN
bracis-33602	83	15	recognition	recognition	NOUN
bracis-33602	83	16	in	in	ADP
bracis-33602	83	17	brazilian	brazilian	ADJ
bracis-33602	83	18	legal	legal	ADJ
bracis-33602	83	19	texts	text	NOUN
bracis-33602	83	20	.	.	PUNCT
bracis-33602	84	1	their	their	PRON
bracis-33602	84	2	results	result	NOUN
bracis-33602	84	3	provide	provide	VERB
bracis-33602	84	4	an	an	DET
bracis-33602	84	5	essential	essential	ADJ
bracis-33602	84	6	foundation	foundation	NOUN
bracis-33602	84	7	for	for	ADP
bracis-33602	84	8	validating	validate	VERB
bracis-33602	84	9	ner	ner	NOUN
bracis-33602	84	10	models	model	NOUN
bracis-33602	84	11	in	in	ADP
bracis-33602	84	12	the	the	DET
bracis-33602	84	13	brazilian	brazilian	ADJ
bracis-33602	84	14	legal	legal	ADJ
bracis-33602	84	15	context	context	NOUN
bracis-33602	84	16	.	.	PUNCT
bracis-33602	85	1	the	the	DET
bracis-33602	85	2	dataset	dataset	NOUN
bracis-33602	85	3	they	they	PRON
bracis-33602	85	4	proposed	propose	VERB
bracis-33602	85	5	serves	serve	VERB
bracis-33602	85	6	as	as	ADP
bracis-33602	85	7	a	a	DET
bracis-33602	85	8	valuable	valuable	ADJ
bracis-33602	85	9	resource	resource	NOUN
bracis-33602	85	10	for	for	ADP
bracis-33602	85	11	training	training	NOUN
bracis-33602	85	12	and	and	CCONJ
bracis-33602	85	13	testing	test	VERB
bracis-33602	85	14	new	new	ADJ
bracis-33602	85	15	methodologies	methodology	NOUN
bracis-33602	85	16	,	,	PUNCT
bracis-33602	85	17	including	include	VERB
bracis-33602	85	18	the	the	DET
bracis-33602	85	19	approach	approach	NOUN
bracis-33602	85	20	of	of	ADP
bracis-33602	85	21	our	our	PRON
bracis-33602	85	22	study	study	NOUN
bracis-33602	85	23	.	.	PUNCT
bracis-33602	86	1	oliveira	oliveira	PROPN
bracis-33602	86	2	et	et	PROPN
bracis-33602	86	3	al	al	PROPN
bracis-33602	86	4	.	.	PROPN
bracis-33602	87	1	(	(	PUNCT
bracis-33602	87	2	2024	2024	NUM
bracis-33602	87	3	)	)	PUNCT
bracis-33602	88	1	[	[	X
bracis-33602	88	2	10	10	NUM
bracis-33602	88	3	]	]	PUNCT
bracis-33602	88	4	explored	explore	VERB
bracis-33602	88	5	the	the	DET
bracis-33602	88	6	combination	combination	NOUN
bracis-33602	88	7	of	of	ADP
bracis-33602	88	8	prompt	prompt	NOUN
bracis-33602	88	9	-	-	PUNCT
bracis-33602	88	10	based	base	VERB
bracis-33602	88	11	language	language	NOUN
bracis-33602	88	12	models	model	NOUN
bracis-33602	88	13	and	and	CCONJ
bracis-33602	88	14	weak	weak	ADJ
bracis-33602	88	15	supervision	supervision	NOUN
bracis-33602	88	16	to	to	PART
bracis-33602	88	17	label	label	VERB
bracis-33602	88	18	the	the	DET
bracis-33602	88	19	task	task	NOUN
bracis-33602	88	20	of	of	ADP
bracis-33602	88	21	named	name	VERB
bracis-33602	88	22	entity	entity	NOUN
bracis-33602	88	23	recognition	recognition	NOUN
bracis-33602	88	24	(	(	PUNCT
bracis-33602	88	25	ner	ner	NOUN
bracis-33602	88	26	)	)	PUNCT
bracis-33602	88	27	in	in	ADP
bracis-33602	88	28	legal	legal	ADJ
bracis-33602	88	29	documents	document	NOUN
bracis-33602	88	30	.	.	PUNCT
bracis-33602	89	1	they	they	PRON
bracis-33602	89	2	highlighted	highlight	VERB
bracis-33602	89	3	the	the	DET
bracis-33602	89	4	effectiveness	effectiveness	NOUN
bracis-33602	89	5	of	of	ADP
bracis-33602	89	6	their	their	PRON
bracis-33602	89	7	techniques	technique	NOUN
bracis-33602	89	8	in	in	ADP
bracis-33602	89	9	improving	improve	VERB
bracis-33602	89	10	the	the	DET
bracis-33602	89	11	accuracy	accuracy	NOUN
bracis-33602	89	12	and	and	CCONJ
bracis-33602	89	13	automation	automation	NOUN
bracis-33602	89	14	of	of	ADP
bracis-33602	89	15	the	the	DET
bracis-33602	89	16	ner	ner	NOUN
bracis-33602	89	17	process	process	NOUN
bracis-33602	89	18	,	,	PUNCT
bracis-33602	89	19	which	which	PRON
bracis-33602	89	20	is	be	AUX
bracis-33602	89	21	crucial	crucial	ADJ
bracis-33602	89	22	for	for	ADP
bracis-33602	89	23	data	data	NOUN
bracis-33602	89	24	pseudonymization	pseudonymization	NOUN
bracis-33602	89	25	in	in	ADP
bracis-33602	89	26	compliance	compliance	NOUN
bracis-33602	89	27	with	with	ADP
bracis-33602	89	28	privacy	privacy	NOUN
bracis-33602	89	29	regulations	regulation	NOUN
bracis-33602	89	30	.	.	PUNCT
bracis-33602	90	1	4	4	NUM
bracis-33602	90	2	methodology	methodology	NOUN
bracis-33602	90	3	4.1	4.1	NUM
bracis-33602	90	4	personal	personal	ADJ
bracis-33602	90	5	data	datum	NOUN
bracis-33602	90	6	used	use	VERB
bracis-33602	90	7	we	we	PRON
bracis-33602	90	8	categorized	categorize	VERB
bracis-33602	90	9	terms	term	NOUN
bracis-33602	90	10	according	accord	VERB
bracis-33602	90	11	to	to	ADP
bracis-33602	90	12	some	some	DET
bracis-33602	90	13	types	type	NOUN
bracis-33602	90	14	of	of	ADP
bracis-33602	90	15	personal	personal	ADJ
bracis-33602	90	16	data	datum	NOUN
bracis-33602	90	17	(	(	PUNCT
bracis-33602	90	18	pd	pd	NOUN
bracis-33602	90	19	)	)	PUNCT
bracis-33602	90	20	.	.	PUNCT
bracis-33602	91	1	it	it	PRON
bracis-33602	91	2	is	be	AUX
bracis-33602	91	3	important	important	ADJ
bracis-33602	91	4	to	to	PART
bracis-33602	91	5	note	note	VERB
bracis-33602	91	6	that	that	SCONJ
bracis-33602	91	7	the	the	DET
bracis-33602	91	8	spectrum	spectrum	NOUN
bracis-33602	91	9	of	of	ADP
bracis-33602	91	10	terms	term	NOUN
bracis-33602	91	11	is	be	AUX
bracis-33602	91	12	much	much	ADV
bracis-33602	91	13	broader	broad	ADJ
bracis-33602	91	14	than	than	ADP
bracis-33602	91	15	those	those	PRON
bracis-33602	91	16	discussed	discuss	VERB
bracis-33602	91	17	in	in	ADP
bracis-33602	91	18	this	this	DET
bracis-33602	91	19	study	study	NOUN
bracis-33602	91	20	,	,	PUNCT
bracis-33602	91	21	however	however	ADV
bracis-33602	91	22	,	,	PUNCT
bracis-33602	91	23	we	we	PRON
bracis-33602	91	24	highlight	highlight	VERB
bracis-33602	91	25	some	some	DET
bracis-33602	91	26	popular	popular	ADJ
bracis-33602	91	27	terms	term	NOUN
bracis-33602	91	28	.	.	PUNCT
bracis-33602	92	1	note	note	VERB
bracis-33602	92	2	that	that	SCONJ
bracis-33602	92	3	the	the	DET
bracis-33602	92	4	cpf	cpf	PROPN
bracis-33602	92	5	is	be	AUX
bracis-33602	92	6	a	a	DET
bracis-33602	92	7	brazilian	brazilian	NOUN
bracis-33602	92	8	i	i	NOUN
bracis-33602	92	9	d	d	NOUN
bracis-33602	92	10	number	number	NOUN
bracis-33602	92	11	.	.	PUNCT
bracis-33602	93	1	the	the	DET
bracis-33602	93	2	terms	term	NOUN
bracis-33602	93	3	used	use	VERB
bracis-33602	93	4	to	to	PART
bracis-33602	93	5	generate	generate	VERB
bracis-33602	93	6	synthetic	synthetic	ADJ
bracis-33602	93	7	data	datum	NOUN
bracis-33602	93	8	are	be	AUX
bracis-33602	93	9	presented	present	VERB
bracis-33602	93	10	in	in	ADP
bracis-33602	93	11	table	table	NOUN
bracis-33602	93	12	 	 	SPACE
bracis-33602	93	13	1	1	NUM
bracis-33602	93	14	below	below	ADV
bracis-33602	93	15	.	.	PUNCT
bracis-33602	94	1	table	table	NOUN
bracis-33602	94	2	1	1	NUM
bracis-33602	94	3	.	.	NUM
bracis-33602	94	4	selected	select	VERB
bracis-33602	94	5	terms	term	NOUN
bracis-33602	94	6	for	for	ADP
bracis-33602	94	7	identification	identification	NOUN
bracis-33602	94	8	of	of	ADP
bracis-33602	94	9	personal	personal	ADJ
bracis-33602	94	10	data	datum	NOUN
bracis-33602	94	11	(	(	PUNCT
bracis-33602	94	12	pd)full	pd)full	NOUN
bracis-33602	94	13	size	size	NOUN
bracis-33602	94	14	table	table	NOUN
bracis-33602	94	15	4.2	4.2	NUM
bracis-33602	94	16	dataset	dataset	NOUN
bracis-33602	94	17	for	for	ADP
bracis-33602	94	18	this	this	DET
bracis-33602	94	19	study	study	NOUN
bracis-33602	94	20	,	,	PUNCT
bracis-33602	94	21	we	we	PRON
bracis-33602	94	22	used	use	VERB
bracis-33602	94	23	the	the	DET
bracis-33602	94	24	lenerbr	lenerbr	NOUN
bracis-33602	94	25	dataset	dataset	VERB
bracis-33602	94	26	derived	derive	VERB
bracis-33602	94	27	from	from	ADP
bracis-33602	94	28	the	the	DET
bracis-33602	94	29	study	study	NOUN
bracis-33602	94	30	by	by	ADP
bracis-33602	94	31	luz	luz	PROPN
bracis-33602	94	32	de	de	PROPN
bracis-33602	94	33	araujo	araujo	PROPN
bracis-33602	94	34	and	and	CCONJ
bracis-33602	94	35	pedro	pedro	PROPN
bracis-33602	94	36	henrique	henrique	PROPN
bracis-33602	95	1	[	[	X
bracis-33602	95	2	2	2	NUM
bracis-33602	95	3	]	]	PUNCT
bracis-33602	95	4	and	and	CCONJ
bracis-33602	95	5	available	available	ADJ
bracis-33602	95	6	atfootnote	atfootnote	NOUN
bracis-33602	95	7	6	6	NUM
bracis-33602	95	8	.	.	PUNCT
bracis-33602	96	1	this	this	DET
bracis-33602	96	2	dataset	dataset	NOUN
bracis-33602	96	3	consists	consist	VERB
bracis-33602	96	4	exclusively	exclusively	ADV
bracis-33602	96	5	of	of	ADP
bracis-33602	96	6	legal	legal	ADJ
bracis-33602	96	7	documents	document	NOUN
bracis-33602	96	8	.	.	PUNCT
bracis-33602	97	1	it	it	PRON
bracis-33602	97	2	includes	include	VERB
bracis-33602	97	3	labels	label	NOUN
bracis-33602	97	4	for	for	ADP
bracis-33602	97	5	people	people	NOUN
bracis-33602	97	6	,	,	PUNCT
bracis-33602	97	7	places	place	NOUN
bracis-33602	97	8	,	,	PUNCT
bracis-33602	97	9	temporal	temporal	ADJ
bracis-33602	97	10	entities	entity	NOUN
bracis-33602	97	11	,	,	PUNCT
bracis-33602	97	12	and	and	CCONJ
bracis-33602	97	13	organizations	organization	NOUN
bracis-33602	97	14	,	,	PUNCT
bracis-33602	97	15	as	as	ADV
bracis-33602	97	16	well	well	ADV
bracis-33602	97	17	as	as	ADP
bracis-33602	97	18	specific	specific	ADJ
bracis-33602	97	19	tags	tag	NOUN
bracis-33602	97	20	for	for	ADP
bracis-33602	97	21	legal	legal	ADJ
bracis-33602	97	22	entities	entity	NOUN
bracis-33602	97	23	and	and	CCONJ
bracis-33602	97	24	judicial	judicial	ADJ
bracis-33602	97	25	processes	process	NOUN
bracis-33602	97	26	.	.	PUNCT
bracis-33602	98	1	we	we	PRON
bracis-33602	98	2	used	use	VERB
bracis-33602	98	3	the	the	DET
bracis-33602	98	4	functions	function	NOUN
bracis-33602	98	5	of	of	ADP
bracis-33602	98	6	the	the	DET
bracis-33602	98	7	faker	faker	NOUN
bracis-33602	98	8	libraryfootnote	libraryfootnote	VERB
bracis-33602	98	9	7	7	NUM
bracis-33602	98	10	to	to	PART
bracis-33602	98	11	generate	generate	VERB
bracis-33602	98	12	synthetic	synthetic	ADJ
bracis-33602	98	13	data	datum	NOUN
bracis-33602	98	14	.	.	PUNCT
bracis-33602	99	1	the	the	DET
bracis-33602	99	2	faker	faker	NOUN
bracis-33602	99	3	library	library	NOUN
bracis-33602	99	4	is	be	AUX
bracis-33602	99	5	a	a	DET
bracis-33602	99	6	python	python	NOUN
bracis-33602	99	7	tool	tool	NOUN
bracis-33602	99	8	that	that	PRON
bracis-33602	99	9	generates	generate	VERB
bracis-33602	99	10	fake	fake	ADJ
bracis-33602	99	11	data	datum	NOUN
bracis-33602	99	12	as	as	ADP
bracis-33602	99	13	per	per	ADP
bracis-33602	99	14	the	the	DET
bracis-33602	99	15	function	function	NOUN
bracis-33602	99	16	used	use	VERB
bracis-33602	99	17	.	.	PUNCT
bracis-33602	100	1	it	it	PRON
bracis-33602	100	2	is	be	AUX
bracis-33602	100	3	useful	useful	ADJ
bracis-33602	100	4	for	for	ADP
bracis-33602	100	5	creating	create	VERB
bracis-33602	100	6	synthetic	synthetic	ADJ
bracis-33602	100	7	data	datum	NOUN
bracis-33602	100	8	for	for	ADP
bracis-33602	100	9	testing	testing	NOUN
bracis-33602	100	10	and	and	CCONJ
bracis-33602	100	11	prototyping	prototyping	NOUN
bracis-33602	100	12	.	.	PUNCT
bracis-33602	101	1	we	we	PRON
bracis-33602	101	2	created	create	VERB
bracis-33602	101	3	a	a	DET
bracis-33602	101	4	python	python	NOUN
bracis-33602	101	5	function	function	NOUN
bracis-33602	101	6	that	that	PRON
bracis-33602	101	7	generates	generate	VERB
bracis-33602	101	8	random	random	ADJ
bracis-33602	101	9	data	datum	NOUN
bracis-33602	101	10	for	for	ADP
bracis-33602	101	11	one	one	NUM
bracis-33602	101	12	to	to	ADP
bracis-33602	101	13	two	two	NUM
bracis-33602	101	14	items	item	NOUN
bracis-33602	101	15	per	per	ADP
bracis-33602	101	16	term	term	NOUN
bracis-33602	101	17	using	use	VERB
bracis-33602	101	18	the	the	DET
bracis-33602	101	19	faker	faker	NOUN
bracis-33602	101	20	library	library	NOUN
bracis-33602	101	21	.	.	PUNCT
bracis-33602	102	1	figure	figure	NOUN
bracis-33602	102	2	 	 	SPACE
bracis-33602	102	3	2	2	NUM
bracis-33602	102	4	below	below	ADP
bracis-33602	102	5	show	show	VERB
bracis-33602	102	6	examples	example	NOUN
bracis-33602	102	7	of	of	ADP
bracis-33602	102	8	data	datum	NOUN
bracis-33602	102	9	generated	generate	VERB
bracis-33602	102	10	by	by	ADP
bracis-33602	102	11	our	our	PRON
bracis-33602	102	12	function	function	NOUN
bracis-33602	102	13	.	.	PUNCT
bracis-33602	103	1	fig	fig	NOUN
bracis-33602	103	2	.	.	PUNCT
bracis-33602	104	1	2	2	NUM
bracis-33602	104	2	.	.	NOUN
bracis-33602	104	3	example	example	NOUN
bracis-33602	104	4	of	of	ADP
bracis-33602	104	5	data	datum	NOUN
bracis-33602	104	6	generated	generate	VERB
bracis-33602	104	7	by	by	ADP
bracis-33602	104	8	running	run	VERB
bracis-33602	104	9	our	our	PRON
bracis-33602	104	10	function	function	NOUN
bracis-33602	104	11	twice	twice	ADV
bracis-33602	104	12	.	.	PUNCT
bracis-33602	105	1	full	full	ADJ
bracis-33602	105	2	size	size	NOUN
bracis-33602	105	3	image	image	NOUN
bracis-33602	105	4	the	the	DET
bracis-33602	105	5	entities	entity	NOUN
bracis-33602	105	6	in	in	ADP
bracis-33602	105	7	portuguese	portuguese	PROPN
bracis-33602	105	8	and	and	CCONJ
bracis-33602	105	9	its	its	PRON
bracis-33602	105	10	respective	respective	ADJ
bracis-33602	105	11	translation	translation	NOUN
bracis-33602	105	12	to	to	ADP
bracis-33602	105	13	english	english	PROPN
bracis-33602	105	14	,	,	PUNCT
bracis-33602	105	15	hidden	hide	VERB
bracis-33602	105	16	the	the	DET
bracis-33602	105	17	entities	entity	NOUN
bracis-33602	105	18	that	that	PRON
bracis-33602	105	19	has	have	VERB
bracis-33602	105	20	the	the	DET
bracis-33602	105	21	same	same	ADJ
bracis-33602	105	22	translation	translation	NOUN
bracis-33602	105	23	,	,	PUNCT
bracis-33602	105	24	are	be	AUX
bracis-33602	105	25	:	:	PUNCT
bracis-33602	105	26	“	"	PUNCT
bracis-33602	105	27	nome	nome	PROPN
bracis-33602	105	28	”	"	PUNCT
bracis-33602	105	29	(	(	PUNCT
bracis-33602	105	30	name	name	NOUN
bracis-33602	105	31	)	)	PUNCT
bracis-33602	105	32	,	,	PUNCT
bracis-33602	105	33	“	"	PUNCT
bracis-33602	105	34	data	datum	NOUN
bracis-33602	105	35	”	"	PUNCT
bracis-33602	105	36	(	(	PUNCT
bracis-33602	105	37	date	date	NOUN
bracis-33602	105	38	)	)	PUNCT
bracis-33602	105	39	,	,	PUNCT
bracis-33602	105	40	“	"	PUNCT
bracis-33602	105	41	endereco	endereco	PROPN
bracis-33602	105	42	”	"	PUNCT
bracis-33602	105	43	(	(	PUNCT
bracis-33602	105	44	address	address	NOUN
bracis-33602	105	45	)	)	PUNCT
bracis-33602	105	46	,	,	PUNCT
bracis-33602	105	47	“	"	PUNCT
bracis-33602	105	48	telefone	telefone	NOUN
bracis-33602	105	49	”	"	PUNCT
bracis-33602	105	50	(	(	PUNCT
bracis-33602	105	51	phone	phone	NOUN
bracis-33602	105	52	)	)	PUNCT
bracis-33602	105	53	,	,	PUNCT
bracis-33602	105	54	“	"	PUNCT
bracis-33602	105	55	dinheiro	dinheiro	NOUN
bracis-33602	105	56	”	"	PUNCT
bracis-33602	105	57	(	(	PUNCT
bracis-33602	105	58	money	money	NOUN
bracis-33602	105	59	)	)	PUNCT
bracis-33602	105	60	,	,	PUNCT
bracis-33602	105	61	“	"	PUNCT
bracis-33602	105	62	cep	cep	PROPN
bracis-33602	105	63	”	"	PUNCT
bracis-33602	105	64	(	(	PUNCT
bracis-33602	105	65	zip	zip	NOUN
bracis-33602	105	66	code	code	NOUN
bracis-33602	105	67	)	)	PUNCT
bracis-33602	105	68	.	.	PUNCT
bracis-33602	106	1	as	as	SCONJ
bracis-33602	106	2	seen	see	VERB
bracis-33602	106	3	in	in	ADP
bracis-33602	106	4	the	the	DET
bracis-33602	106	5	previous	previous	ADJ
bracis-33602	106	6	images	image	NOUN
bracis-33602	106	7	,	,	PUNCT
bracis-33602	106	8	we	we	PRON
bracis-33602	106	9	generated	generate	VERB
bracis-33602	106	10	synthetic	synthetic	ADJ
bracis-33602	106	11	data	datum	NOUN
bracis-33602	106	12	for	for	ADP
bracis-33602	106	13	the	the	DET
bracis-33602	106	14	term	term	NOUN
bracis-33602	106	15	cpf	cpf	NOUN
bracis-33602	106	16	.	.	PUNCT
bracis-33602	107	1	for	for	ADP
bracis-33602	107	2	this	this	DET
bracis-33602	107	3	term	term	NOUN
bracis-33602	107	4	,	,	PUNCT
bracis-33602	107	5	being	be	AUX
bracis-33602	107	6	a	a	DET
bracis-33602	107	7	personal	personal	ADJ
bracis-33602	107	8	identifier	identifier	NOUN
bracis-33602	107	9	,	,	PUNCT
bracis-33602	107	10	we	we	PRON
bracis-33602	107	11	changed	change	VERB
bracis-33602	107	12	the	the	DET
bracis-33602	107	13	values	value	NOUN
bracis-33602	107	14	of	of	ADP
bracis-33602	107	15	the	the	DET
bracis-33602	107	16	check	check	NOUN
bracis-33602	107	17	digit	digit	NOUN
bracis-33602	107	18	.	.	PUNCT
bracis-33602	108	1	according	accord	VERB
bracis-33602	108	2	to	to	ADP
bracis-33602	108	3	the	the	DET
bracis-33602	108	4	study	study	NOUN
bracis-33602	108	5	by	by	ADP
bracis-33602	108	6	[	[	X
bracis-33602	108	7	8	8	NUM
bracis-33602	108	8	]	]	PUNCT
bracis-33602	108	9	,	,	PUNCT
bracis-33602	108	10	the	the	DET
bracis-33602	108	11	check	check	NOUN
bracis-33602	108	12	digit	digit	NOUN
bracis-33602	108	13	is	be	AUX
bracis-33602	108	14	a	a	DET
bracis-33602	108	15	number	number	NOUN
bracis-33602	108	16	calculated	calculate	VERB
bracis-33602	108	17	from	from	ADP
bracis-33602	108	18	the	the	DET
bracis-33602	108	19	other	other	ADJ
bracis-33602	108	20	numbers	number	NOUN
bracis-33602	108	21	of	of	ADP
bracis-33602	108	22	the	the	DET
bracis-33602	108	23	cpf	cpf	NOUN
bracis-33602	108	24	.	.	PUNCT
bracis-33602	109	1	it	it	PRON
bracis-33602	109	2	is	be	AUX
bracis-33602	109	3	used	use	VERB
bracis-33602	109	4	to	to	PART
bracis-33602	109	5	verify	verify	VERB
bracis-33602	109	6	whether	whether	SCONJ
bracis-33602	109	7	the	the	DET
bracis-33602	109	8	number	number	NOUN
bracis-33602	109	9	is	be	AUX
bracis-33602	109	10	mathematically	mathematically	ADV
bracis-33602	109	11	consistent	consistent	ADJ
bracis-33602	109	12	with	with	ADP
bracis-33602	109	13	the	the	DET
bracis-33602	109	14	standards	standard	NOUN
bracis-33602	109	15	defined	define	VERB
bracis-33602	109	16	by	by	ADP
bracis-33602	109	17	the	the	DET
bracis-33602	109	18	competent	competent	ADJ
bracis-33602	109	19	brazilian	brazilian	ADJ
bracis-33602	109	20	agencies	agency	NOUN
bracis-33602	109	21	.	.	PUNCT
bracis-33602	110	1	this	this	DET
bracis-33602	110	2	action	action	NOUN
bracis-33602	110	3	aims	aim	VERB
bracis-33602	110	4	to	to	PART
bracis-33602	110	5	ensure	ensure	VERB
bracis-33602	110	6	that	that	SCONJ
bracis-33602	110	7	invalid	invalid	ADJ
bracis-33602	110	8	cpf	cpf	PROPN
bracis-33602	110	9	is	be	AUX
bracis-33602	110	10	generated	generate	VERB
bracis-33602	110	11	,	,	PUNCT
bracis-33602	110	12	thus	thus	ADV
bracis-33602	110	13	preventing	prevent	VERB
bracis-33602	110	14	the	the	DET
bracis-33602	110	15	exposure	exposure	NOUN
bracis-33602	110	16	of	of	ADP
bracis-33602	110	17	sensitive	sensitive	ADJ
bracis-33602	110	18	data	datum	NOUN
bracis-33602	110	19	.	.	PUNCT
bracis-33602	111	1	we	we	PRON
bracis-33602	111	2	applied	apply	VERB
bracis-33602	111	3	prompt	prompt	ADJ
bracis-33602	111	4	engineering	engineering	NOUN
bracis-33602	111	5	techniques	technique	NOUN
bracis-33602	111	6	with	with	ADP
bracis-33602	111	7	rag	rag	NOUN
bracis-33602	111	8	to	to	PART
bracis-33602	111	9	create	create	VERB
bracis-33602	111	10	synthetic	synthetic	ADJ
bracis-33602	111	11	data	datum	NOUN
bracis-33602	111	12	.	.	PUNCT
bracis-33602	112	1	for	for	ADP
bracis-33602	112	2	this	this	DET
bracis-33602	112	3	purpose	purpose	NOUN
bracis-33602	112	4	,	,	PUNCT
bracis-33602	112	5	we	we	PRON
bracis-33602	112	6	used	use	VERB
bracis-33602	112	7	the	the	DET
bracis-33602	112	8	llama	llama	PROPN
bracis-33602	112	9	model	model	NOUN
bracis-33602	112	10	version	version	NOUN
bracis-33602	112	11	3	3	NUM
bracis-33602	112	12	with	with	ADP
bracis-33602	112	13	8	8	NUM
bracis-33602	112	14	billion	billion	NUM
bracis-33602	112	15	parameters	parameter	NOUN
bracis-33602	112	16	,	,	PUNCT
bracis-33602	112	17	a	a	DET
bracis-33602	112	18	large	large	ADJ
bracis-33602	112	19	-	-	PUNCT
bracis-33602	112	20	scale	scale	NOUN
bracis-33602	112	21	open	open	ADJ
bracis-33602	112	22	-	-	PUNCT
bracis-33602	112	23	source	source	NOUN
bracis-33602	112	24	language	language	NOUN
bracis-33602	112	25	model	model	NOUN
bracis-33602	112	26	from	from	ADP
bracis-33602	112	27	meta	meta	PROPN
bracis-33602	112	28	.	.	PUNCT
bracis-33602	113	1	it	it	PRON
bracis-33602	113	2	is	be	AUX
bracis-33602	113	3	freely	freely	ADV
bracis-33602	113	4	available	available	ADJ
bracis-33602	113	5	for	for	ADP
bracis-33602	113	6	research	research	NOUN
bracis-33602	113	7	purposesfootnote	purposesfootnote	NOUN
bracis-33602	113	8	8	8	NUM
bracis-33602	113	9	.	.	PUNCT
bracis-33602	114	1	some	some	PRON
bracis-33602	114	2	of	of	ADP
bracis-33602	114	3	the	the	DET
bracis-33602	114	4	most	most	ADV
bracis-33602	114	5	relevant	relevant	ADJ
bracis-33602	114	6	parameters	parameter	NOUN
bracis-33602	114	7	for	for	ADP
bracis-33602	114	8	running	run	VERB
bracis-33602	114	9	the	the	DET
bracis-33602	114	10	llama	llama	NOUN
bracis-33602	114	11	model	model	NOUN
bracis-33602	114	12	were	be	AUX
bracis-33602	114	13	:	:	PUNCT
bracis-33602	114	14	“	"	PUNCT
bracis-33602	114	15	temperature	temperature	NOUN
bracis-33602	114	16	=	=	NOUN
bracis-33602	114	17	0.2	0.2	NUM
bracis-33602	114	18	”	"	PUNCT
bracis-33602	114	19	and	and	CCONJ
bracis-33602	114	20	“	"	PUNCT
bracis-33602	114	21	max_new_tokens	max_new_token	NOUN
bracis-33602	114	22	=	=	SYM
bracis-33602	114	23	512	512	NUM
bracis-33602	114	24	”	"	PUNCT
bracis-33602	114	25	.	.	PUNCT
bracis-33602	115	1	the	the	DET
bracis-33602	115	2	testing	testing	NOUN
bracis-33602	115	3	environment	environment	NOUN
bracis-33602	115	4	was	be	AUX
bracis-33602	115	5	a	a	DET
bracis-33602	115	6	local	local	ADJ
bracis-33602	115	7	machine	machine	NOUN
bracis-33602	115	8	with	with	ADP
bracis-33602	115	9	a	a	DET
bracis-33602	115	10	gpu	gpu	NOUN
bracis-33602	115	11	of	of	ADP
bracis-33602	115	12	24	24	NUM
bracis-33602	115	13	 	 	SPACE
bracis-33602	115	14	gb	gb	NOUN
bracis-33602	115	15	vram	vram	NOUN
bracis-33602	115	16	and	and	CCONJ
bracis-33602	115	17	an	an	DET
bracis-33602	115	18	intel	intel	PROPN
bracis-33602	115	19	i9	i9	ADJ
bracis-33602	115	20	10th	10th	ADJ
bracis-33602	115	21	generation	generation	NOUN
bracis-33602	115	22	processor	processor	NOUN
bracis-33602	115	23	.	.	PUNCT
bracis-33602	116	1	for	for	ADP
bracis-33602	116	2	each	each	DET
bracis-33602	116	3	generated	generate	VERB
bracis-33602	116	4	text	text	NOUN
bracis-33602	116	5	,	,	PUNCT
bracis-33602	116	6	the	the	DET
bracis-33602	116	7	time	time	NOUN
bracis-33602	116	8	was	be	AUX
bracis-33602	116	9	around	around	ADV
bracis-33602	116	10	12	12	NUM
bracis-33602	116	11	 	 	SPACE
bracis-33602	116	12	s.	s.	NOUN
bracis-33602	116	13	these	these	DET
bracis-33602	116	14	parameters	parameter	NOUN
bracis-33602	116	15	were	be	AUX
bracis-33602	116	16	used	use	VERB
bracis-33602	116	17	to	to	PART
bracis-33602	116	18	generate	generate	VERB
bracis-33602	116	19	the	the	DET
bracis-33602	116	20	synthetic	synthetic	ADJ
bracis-33602	116	21	data	datum	NOUN
bracis-33602	116	22	.	.	PUNCT
bracis-33602	117	1	our	our	PRON
bracis-33602	117	2	code	code	NOUN
bracis-33602	117	3	is	be	AUX
bracis-33602	117	4	available	available	ADJ
bracis-33602	117	5	at	at	ADP
bracis-33602	117	6	a	a	DET
bracis-33602	117	7	github	github	NOUN
bracis-33602	117	8	repositoryfootnote	repositoryfootnote	VERB
bracis-33602	117	9	9	9	NUM
bracis-33602	117	10	.	.	PUNCT
bracis-33602	118	1	an	an	DET
bracis-33602	118	2	example	example	NOUN
bracis-33602	118	3	of	of	ADP
bracis-33602	118	4	a	a	DET
bracis-33602	118	5	prompt	prompt	NOUN
bracis-33602	118	6	to	to	PART
bracis-33602	118	7	generate	generate	VERB
bracis-33602	118	8	a	a	DET
bracis-33602	118	9	synthetic	synthetic	ADJ
bracis-33602	118	10	text	text	NOUN
bracis-33602	118	11	and	and	CCONJ
bracis-33602	118	12	the	the	DET
bracis-33602	118	13	response	response	NOUN
bracis-33602	118	14	to	to	ADP
bracis-33602	118	15	this	this	DET
bracis-33602	118	16	prompt	prompt	NOUN
bracis-33602	118	17	is	be	AUX
bracis-33602	118	18	shown	show	VERB
bracis-33602	118	19	in	in	ADP
bracis-33602	118	20	fig	fig	NOUN
bracis-33602	118	21	.	.	PUNCT
bracis-33602	118	22	 	 	SPACE
bracis-33602	119	1	3	3	NUM
bracis-33602	119	2	below	below	ADV
bracis-33602	119	3	.	.	PUNCT
bracis-33602	120	1	fig	fig	NOUN
bracis-33602	120	2	.	.	PUNCT
bracis-33602	121	1	3	3	X
bracis-33602	121	2	.	.	X
bracis-33602	121	3	prompt	prompt	ADJ
bracis-33602	121	4	engineering	engineering	NOUN
bracis-33602	121	5	to	to	PART
bracis-33602	121	6	generate	generate	VERB
bracis-33602	121	7	a	a	DET
bracis-33602	121	8	synthetic	synthetic	ADJ
bracis-33602	121	9	example	example	NOUN
bracis-33602	121	10	.	.	PUNCT
bracis-33602	122	1	full	full	ADJ
bracis-33602	122	2	size	size	NOUN
bracis-33602	122	3	image	image	NOUN
bracis-33602	122	4	using	use	VERB
bracis-33602	122	5	this	this	DET
bracis-33602	122	6	prompt	prompt	ADJ
bracis-33602	122	7	model	model	NOUN
bracis-33602	122	8	from	from	ADP
bracis-33602	122	9	fig	fig	NOUN
bracis-33602	122	10	.	.	PUNCT
bracis-33602	122	11	 	 	SPACE
bracis-33602	123	1	3	3	NUM
bracis-33602	123	2	,	,	PUNCT
bracis-33602	123	3	we	we	PRON
bracis-33602	123	4	managed	manage	VERB
bracis-33602	123	5	to	to	PART
bracis-33602	123	6	generate	generate	VERB
bracis-33602	123	7	600	600	NUM
bracis-33602	123	8	synthetic	synthetic	ADJ
bracis-33602	123	9	data	datum	NOUN
bracis-33602	123	10	of	of	ADP
bracis-33602	123	11	legal	legal	ADJ
bracis-33602	123	12	texts	text	NOUN
bracis-33602	123	13	.	.	PUNCT
bracis-33602	124	1	these	these	DET
bracis-33602	124	2	examples	example	NOUN
bracis-33602	124	3	were	be	AUX
bracis-33602	124	4	used	use	VERB
bracis-33602	124	5	to	to	PART
bracis-33602	124	6	evaluate	evaluate	VERB
bracis-33602	124	7	the	the	DET
bracis-33602	124	8	new	new	ADJ
bracis-33602	124	9	proposed	propose	VERB
bracis-33602	124	10	ner	ner	NOUN
bracis-33602	124	11	model	model	NOUN
bracis-33602	124	12	for	for	ADP
bracis-33602	124	13	lgpd	lgpd	NOUN
bracis-33602	124	14	.	.	PUNCT
bracis-33602	125	1	we	we	PRON
bracis-33602	125	2	noticed	notice	VERB
bracis-33602	125	3	that	that	SCONJ
bracis-33602	125	4	,	,	PUNCT
bracis-33602	125	5	even	even	ADV
bracis-33602	125	6	with	with	SCONJ
bracis-33602	125	7	the	the	DET
bracis-33602	125	8	command	command	NOUN
bracis-33602	125	9	passed	pass	VERB
bracis-33602	125	10	to	to	ADP
bracis-33602	125	11	the	the	DET
bracis-33602	125	12	prompt	prompt	NOUN
bracis-33602	125	13	to	to	PART
bracis-33602	125	14	use	use	VERB
bracis-33602	125	15	all	all	DET
bracis-33602	125	16	synthetic	synthetic	ADJ
bracis-33602	125	17	data	datum	NOUN
bracis-33602	125	18	,	,	PUNCT
bracis-33602	125	19	the	the	DET
bracis-33602	125	20	model	model	NOUN
bracis-33602	125	21	did	do	AUX
bracis-33602	125	22	not	not	PART
bracis-33602	125	23	use	use	VERB
bracis-33602	125	24	the	the	DET
bracis-33602	125	25	value	value	NOUN
bracis-33602	125	26	“	"	PUNCT
bracis-33602	125	27	29566719	29566719	NUM
bracis-33602	125	28	”	"	PUNCT
bracis-33602	125	29	for	for	ADP
bracis-33602	125	30	“	"	PUNCT
bracis-33602	125	31	cep	cep	PROPN
bracis-33602	125	32	”	"	PUNCT
bracis-33602	125	33	.	.	PUNCT
bracis-33602	126	1	therefore	therefore	ADV
bracis-33602	126	2	,	,	PUNCT
bracis-33602	126	3	we	we	PRON
bracis-33602	126	4	created	create	VERB
bracis-33602	126	5	a	a	DET
bracis-33602	126	6	function	function	NOUN
bracis-33602	126	7	that	that	PRON
bracis-33602	126	8	removes	remove	VERB
bracis-33602	126	9	these	these	DET
bracis-33602	126	10	data	datum	NOUN
bracis-33602	126	11	from	from	ADP
bracis-33602	126	12	the	the	DET
bracis-33602	126	13	generated	generate	VERB
bracis-33602	126	14	json	json	NOUN
bracis-33602	126	15	already	already	ADV
bracis-33602	126	16	displayed	display	VERB
bracis-33602	126	17	in	in	ADP
bracis-33602	126	18	fig	fig	NOUN
bracis-33602	126	19	.	.	PUNCT
bracis-33602	126	20	 	 	SPACE
bracis-33602	127	1	2	2	NUM
bracis-33602	127	2	.	.	NUM
bracis-33602	127	3	4.3	4.3	NUM
bracis-33602	127	4	ner	ner	NOUN
bracis-33602	127	5	model	model	NOUN
bracis-33602	127	6	for	for	ADP
bracis-33602	127	7	 	 	SPACE
bracis-33602	127	8	evaluation	evaluation	NOUN
bracis-33602	127	9	we	we	PRON
bracis-33602	127	10	used	use	VERB
bracis-33602	127	11	a	a	DET
bracis-33602	127	12	pre	pre	ADJ
bracis-33602	127	13	-	-	ADJ
bracis-33602	127	14	trained	train	VERB
bracis-33602	127	15	bert	bert	NOUN
bracis-33602	127	16	model	model	NOUN
bracis-33602	127	17	for	for	ADP
bracis-33602	127	18	named	name	VERB
bracis-33602	127	19	entity	entity	NOUN
bracis-33602	127	20	recognition	recognition	NOUN
bracis-33602	127	21	in	in	ADP
bracis-33602	127	22	portuguese	portuguese	PROPN
bracis-33602	127	23	,	,	PUNCT
bracis-33602	127	24	provided	provide	VERB
bracis-33602	127	25	by	by	ADP
bracis-33602	127	26	pierrefootnote	pierrefootnote	NOUN
bracis-33602	127	27	10	10	NUM
bracis-33602	127	28	.	.	PUNCT
bracis-33602	128	1	this	this	DET
bracis-33602	128	2	model	model	NOUN
bracis-33602	128	3	leveraged	leverage	VERB
bracis-33602	128	4	the	the	DET
bracis-33602	128	5	same	same	ADJ
bracis-33602	128	6	dataset	dataset	NOUN
bracis-33602	128	7	previously	previously	ADV
bracis-33602	128	8	mentioned	mention	VERB
bracis-33602	128	9	,	,	PUNCT
bracis-33602	128	10	the	the	DET
bracis-33602	128	11	lenerbr	lenerbr	NOUN
bracis-33602	128	12	.	.	PUNCT
bracis-33602	129	1	however	however	ADV
bracis-33602	129	2	,	,	PUNCT
bracis-33602	129	3	our	our	PRON
bracis-33602	129	4	study	study	NOUN
bracis-33602	129	5	changed	change	VERB
bracis-33602	129	6	the	the	DET
bracis-33602	129	7	names	name	NOUN
bracis-33602	129	8	of	of	ADP
bracis-33602	129	9	some	some	DET
bracis-33602	129	10	entities	entity	NOUN
bracis-33602	129	11	displayed	display	VERB
bracis-33602	129	12	in	in	ADP
bracis-33602	129	13	the	the	DET
bracis-33602	129	14	original	original	ADJ
bracis-33602	129	15	model	model	NOUN
bracis-33602	129	16	,	,	PUNCT
bracis-33602	129	17	removed	remove	VERB
bracis-33602	129	18	others	other	NOUN
bracis-33602	129	19	,	,	PUNCT
bracis-33602	129	20	and	and	CCONJ
bracis-33602	129	21	also	also	ADV
bracis-33602	129	22	added	add	VERB
bracis-33602	129	23	new	new	ADJ
bracis-33602	129	24	entities	entity	NOUN
bracis-33602	129	25	.	.	PUNCT
bracis-33602	130	1	the	the	DET
bracis-33602	130	2	original	original	ADJ
bracis-33602	130	3	model	model	NOUN
bracis-33602	130	4	had	have	VERB
bracis-33602	130	5	6	6	NUM
bracis-33602	130	6	entities	entity	NOUN
bracis-33602	130	7	,	,	PUNCT
bracis-33602	130	8	while	while	SCONJ
bracis-33602	130	9	our	our	PRON
bracis-33602	130	10	model	model	NOUN
bracis-33602	130	11	has	have	VERB
bracis-33602	130	12	8	8	NUM
bracis-33602	130	13	entities	entity	NOUN
bracis-33602	130	14	.	.	PUNCT
bracis-33602	131	1	the	the	DET
bracis-33602	131	2	mentioned	mention	VERB
bracis-33602	131	3	changes	change	NOUN
bracis-33602	131	4	are	be	AUX
bracis-33602	131	5	shown	show	VERB
bracis-33602	131	6	in	in	ADP
bracis-33602	131	7	table	table	NOUN
bracis-33602	131	8	 	 	SPACE
bracis-33602	131	9	2	2	NUM
bracis-33602	131	10	below	below	ADV
bracis-33602	131	11	.	.	PUNCT
bracis-33602	132	1	table	table	NOUN
bracis-33602	132	2	2	2	NUM
bracis-33602	132	3	.	.	PUNCT
bracis-33602	132	4	changes	change	NOUN
bracis-33602	132	5	in	in	ADP
bracis-33602	132	6	entities	entity	NOUN
bracis-33602	132	7	for	for	ADP
bracis-33602	132	8	the	the	DET
bracis-33602	132	9	new	new	ADJ
bracis-33602	132	10	ner	ner	NOUN
bracis-33602	132	11	model.full	model.full	ADJ
bracis-33602	132	12	size	size	NOUN
bracis-33602	132	13	table	table	NOUN
bracis-33602	132	14	for	for	ADP
bracis-33602	132	15	the	the	DET
bracis-33602	132	16	new	new	ADJ
bracis-33602	132	17	entities	entity	NOUN
bracis-33602	132	18	,	,	PUNCT
bracis-33602	132	19	we	we	PRON
bracis-33602	132	20	employed	employ	VERB
bracis-33602	132	21	regular	regular	ADJ
bracis-33602	132	22	expressions	expression	NOUN
bracis-33602	132	23	(	(	PUNCT
bracis-33602	132	24	regex	regex	NOUN
bracis-33602	132	25	)	)	PUNCT
bracis-33602	132	26	to	to	PART
bracis-33602	132	27	enhance	enhance	VERB
bracis-33602	132	28	ner	ner	NOUN
bracis-33602	132	29	accuracy	accuracy	NOUN
bracis-33602	132	30	.	.	PUNCT
bracis-33602	133	1	regex	regex	PROPN
bracis-33602	133	2	proved	prove	VERB
bracis-33602	133	3	to	to	PART
bracis-33602	133	4	be	be	AUX
bracis-33602	133	5	a	a	DET
bracis-33602	133	6	valuable	valuable	ADJ
bracis-33602	133	7	technique	technique	NOUN
bracis-33602	133	8	for	for	ADP
bracis-33602	133	9	identifying	identify	VERB
bracis-33602	133	10	and	and	CCONJ
bracis-33602	133	11	replacing	replace	VERB
bracis-33602	133	12	specific	specific	ADJ
bracis-33602	133	13	text	text	NOUN
bracis-33602	133	14	patterns	pattern	NOUN
bracis-33602	133	15	(	(	PUNCT
bracis-33602	133	16	highlighted	highlight	VERB
bracis-33602	133	17	in	in	ADP
bracis-33602	133	18	the	the	DET
bracis-33602	133	19	study	study	NOUN
bracis-33602	133	20	[	[	X
bracis-33602	133	21	5	5	NUM
bracis-33602	133	22	]	]	NUM
bracis-33602	133	23	)	)	PUNCT
bracis-33602	133	24	,	,	PUNCT
bracis-33602	133	25	such	such	ADJ
bracis-33602	133	26	as	as	ADP
bracis-33602	133	27	phone	phone	NOUN
bracis-33602	133	28	numbers	number	NOUN
bracis-33602	133	29	,	,	PUNCT
bracis-33602	133	30	email	email	NOUN
bracis-33602	133	31	addresses	address	NOUN
bracis-33602	133	32	,	,	PUNCT
bracis-33602	133	33	and	and	CCONJ
bracis-33602	133	34	other	other	ADJ
bracis-33602	133	35	personal	personal	ADJ
bracis-33602	133	36	identifiers	identifier	NOUN
bracis-33602	133	37	,	,	PUNCT
bracis-33602	133	38	which	which	PRON
bracis-33602	133	39	are	be	AUX
bracis-33602	133	40	not	not	PART
bracis-33602	133	41	always	always	ADV
bracis-33602	133	42	captured	capture	VERB
bracis-33602	133	43	by	by	ADP
bracis-33602	133	44	standard	standard	ADJ
bracis-33602	133	45	ner	ner	NOUN
bracis-33602	133	46	methods	method	NOUN
bracis-33602	133	47	.	.	PUNCT
bracis-33602	134	1	this	this	DET
bracis-33602	134	2	complementary	complementary	ADJ
bracis-33602	134	3	approach	approach	NOUN
bracis-33602	134	4	allowed	allow	VERB
bracis-33602	134	5	for	for	ADP
bracis-33602	134	6	more	more	ADV
bracis-33602	134	7	granular	granular	ADJ
bracis-33602	134	8	filtering	filtering	NOUN
bracis-33602	134	9	of	of	ADP
bracis-33602	134	10	added	add	VERB
bracis-33602	134	11	data	datum	NOUN
bracis-33602	134	12	,	,	PUNCT
bracis-33602	134	13	strengthening	strengthen	VERB
bracis-33602	134	14	the	the	DET
bracis-33602	134	15	effectiveness	effectiveness	NOUN
bracis-33602	134	16	of	of	ADP
bracis-33602	134	17	identification	identification	NOUN
bracis-33602	134	18	when	when	SCONJ
bracis-33602	134	19	dealing	deal	VERB
bracis-33602	134	20	with	with	ADP
bracis-33602	134	21	a	a	DET
bracis-33602	134	22	wide	wide	ADJ
bracis-33602	134	23	range	range	NOUN
bracis-33602	134	24	of	of	ADP
bracis-33602	134	25	formats	format	NOUN
bracis-33602	134	26	.	.	PUNCT
bracis-33602	135	1	5	5	NUM
bracis-33602	135	2	results	result	VERB
bracis-33602	135	3	5.1	5.1	NUM
bracis-33602	135	4	evaluation	evaluation	NOUN
bracis-33602	135	5	of	of	ADP
bracis-33602	135	6	 	 	SPACE
bracis-33602	135	7	the	the	DET
bracis-33602	135	8	 	 	SPACE
bracis-33602	135	9	new	new	ADJ
bracis-33602	135	10	ner	ner	NOUN
bracis-33602	135	11	model	model	NOUN
bracis-33602	135	12	based	base	VERB
bracis-33602	135	13	on	on	ADP
bracis-33602	135	14	the	the	DET
bracis-33602	135	15	generated	generate	VERB
bracis-33602	135	16	dataset	dataset	NOUN
bracis-33602	135	17	,	,	PUNCT
bracis-33602	135	18	we	we	PRON
bracis-33602	135	19	conducted	conduct	VERB
bracis-33602	135	20	evaluations	evaluation	NOUN
bracis-33602	135	21	using	use	VERB
bracis-33602	135	22	the	the	DET
bracis-33602	135	23	f1	f1	NOUN
bracis-33602	135	24	-	-	PUNCT
bracis-33602	135	25	score	score	NOUN
bracis-33602	135	26	.	.	PUNCT
bracis-33602	136	1	the	the	DET
bracis-33602	136	2	below	below	ADJ
bracis-33602	136	3	table	table	NOUN
bracis-33602	136	4	3	3	NUM
bracis-33602	136	5	contains	contain	VERB
bracis-33602	136	6	the	the	DET
bracis-33602	136	7	results	result	NOUN
bracis-33602	136	8	obtained	obtain	VERB
bracis-33602	136	9	.	.	PUNCT
bracis-33602	136	10	table	table	NOUN
bracis-33602	136	11	3	3	NUM
bracis-33602	136	12	.	.	PUNCT
bracis-33602	136	13	evaluation	evaluation	NOUN
bracis-33602	136	14	resultsfull	resultsfull	NOUN
bracis-33602	136	15	size	size	NOUN
bracis-33602	136	16	table	table	NOUN
bracis-33602	136	17	table	table	NOUN
bracis-33602	136	18	4	4	NUM
bracis-33602	136	19	.	.	PUNCT
bracis-33602	136	20	evaluation	evaluation	NOUN
bracis-33602	136	21	results	result	NOUN
bracis-33602	136	22	with	with	ADP
bracis-33602	136	23	regex	regex	PROPN
bracis-33602	136	24	corrections.full	corrections.full	PROPN
bracis-33602	136	25	size	size	NOUN
bracis-33602	136	26	table	table	NOUN
bracis-33602	136	27	we	we	PRON
bracis-33602	136	28	observed	observe	VERB
bracis-33602	136	29	that	that	SCONJ
bracis-33602	136	30	the	the	DET
bracis-33602	136	31	best	well	ADV
bracis-33602	136	32	-	-	PUNCT
bracis-33602	136	33	performing	perform	VERB
bracis-33602	136	34	entity	entity	NOUN
bracis-33602	136	35	was	be	AUX
bracis-33602	136	36	“	"	PUNCT
bracis-33602	136	37	email	email	NOUN
bracis-33602	136	38	”	"	PUNCT
bracis-33602	136	39	with	with	ADP
bracis-33602	136	40	an	an	DET
bracis-33602	136	41	f1	f1	NOUN
bracis-33602	136	42	-	-	PUNCT
bracis-33602	136	43	score	score	NOUN
bracis-33602	136	44	of	of	ADP
bracis-33602	136	45	0.995	0.995	NUM
bracis-33602	136	46	,	,	PUNCT
bracis-33602	136	47	while	while	SCONJ
bracis-33602	136	48	the	the	DET
bracis-33602	136	49	worst	bad	ADJ
bracis-33602	136	50	was	be	AUX
bracis-33602	136	51	“	"	PUNCT
bracis-33602	136	52	address	address	NOUN
bracis-33602	136	53	”	"	PUNCT
bracis-33602	136	54	with	with	ADP
bracis-33602	136	55	an	an	DET
bracis-33602	136	56	f1	f1	NOUN
bracis-33602	136	57	-	-	PUNCT
bracis-33602	136	58	score	score	NOUN
bracis-33602	136	59	of	of	ADP
bracis-33602	136	60	0.377	0.377	NUM
bracis-33602	136	61	.	.	PUNCT
bracis-33602	137	1	it	it	PRON
bracis-33602	137	2	’s	’	VERB
bracis-33602	137	3	important	important	ADJ
bracis-33602	137	4	to	to	PART
bracis-33602	137	5	note	note	VERB
bracis-33602	137	6	that	that	SCONJ
bracis-33602	137	7	the	the	DET
bracis-33602	137	8	first	first	ADJ
bracis-33602	137	9	is	be	AUX
bracis-33602	137	10	identified	identify	VERB
bracis-33602	137	11	through	through	ADP
bracis-33602	137	12	regex	regex	PROPN
bracis-33602	137	13	,	,	PUNCT
bracis-33602	137	14	while	while	SCONJ
bracis-33602	137	15	the	the	DET
bracis-33602	137	16	latter	latter	ADJ
bracis-33602	137	17	by	by	ADP
bracis-33602	137	18	the	the	DET
bracis-33602	137	19	ner	ner	NOUN
bracis-33602	137	20	model	model	NOUN
bracis-33602	137	21	.	.	PUNCT
bracis-33602	138	1	with	with	ADP
bracis-33602	138	2	a	a	DET
bracis-33602	138	3	simple	simple	ADJ
bracis-33602	138	4	analysis	analysis	NOUN
bracis-33602	138	5	of	of	ADP
bracis-33602	138	6	the	the	DET
bracis-33602	138	7	“	"	PUNCT
bracis-33602	138	8	address	address	NOUN
bracis-33602	138	9	”	"	PUNCT
bracis-33602	138	10	,	,	PUNCT
bracis-33602	138	11	our	our	PRON
bracis-33602	138	12	assumption	assumption	NOUN
bracis-33602	138	13	is	be	AUX
bracis-33602	138	14	that	that	SCONJ
bracis-33602	138	15	it	it	PRON
bracis-33602	138	16	contains	contain	VERB
bracis-33602	138	17	text	text	NOUN
bracis-33602	138	18	that	that	PRON
bracis-33602	138	19	could	could	AUX
bracis-33602	138	20	be	be	AUX
bracis-33602	138	21	confused	confuse	VERB
bracis-33602	138	22	with	with	ADP
bracis-33602	138	23	names	name	NOUN
bracis-33602	138	24	of	of	ADP
bracis-33602	138	25	people	people	NOUN
bracis-33602	138	26	,	,	PUNCT
bracis-33602	138	27	animals	animal	NOUN
bracis-33602	138	28	,	,	PUNCT
bracis-33602	138	29	among	among	ADP
bracis-33602	138	30	many	many	ADJ
bracis-33602	138	31	others	other	NOUN
bracis-33602	138	32	.	.	PUNCT
bracis-33602	139	1	there	there	PRON
bracis-33602	139	2	is	be	VERB
bracis-33602	139	3	also	also	ADV
bracis-33602	139	4	the	the	DET
bracis-33602	139	5	fact	fact	NOUN
bracis-33602	139	6	that	that	SCONJ
bracis-33602	139	7	during	during	ADP
bracis-33602	139	8	the	the	DET
bracis-33602	139	9	synthetic	synthetic	ADJ
bracis-33602	139	10	data	data	NOUN
bracis-33602	139	11	generation	generation	NOUN
bracis-33602	139	12	process	process	NOUN
bracis-33602	139	13	,	,	PUNCT
bracis-33602	139	14	the	the	DET
bracis-33602	139	15	model	model	NOUN
bracis-33602	139	16	may	may	AUX
bracis-33602	139	17	have	have	AUX
bracis-33602	139	18	generated	generate	VERB
bracis-33602	139	19	addresses	address	NOUN
bracis-33602	139	20	that	that	PRON
bracis-33602	139	21	are	be	AUX
bracis-33602	139	22	uncommon	uncommon	ADJ
bracis-33602	139	23	,	,	PUNCT
bracis-33602	139	24	which	which	PRON
bracis-33602	139	25	could	could	AUX
bracis-33602	139	26	have	have	AUX
bracis-33602	139	27	made	make	VERB
bracis-33602	139	28	correct	correct	ADJ
bracis-33602	139	29	identification	identification	NOUN
bracis-33602	139	30	more	more	ADV
bracis-33602	139	31	difficult	difficult	ADJ
bracis-33602	139	32	.	.	PUNCT
bracis-33602	140	1	the	the	DET
bracis-33602	140	2	model	model	NOUN
bracis-33602	140	3	achieved	achieve	VERB
bracis-33602	140	4	an	an	DET
bracis-33602	140	5	overall	overall	ADJ
bracis-33602	140	6	f1	f1	NOUN
bracis-33602	140	7	-	-	PUNCT
bracis-33602	140	8	score	score	NOUN
bracis-33602	140	9	of	of	ADP
bracis-33602	140	10	0.832	0.832	NUM
bracis-33602	140	11	,	,	PUNCT
bracis-33602	140	12	which	which	PRON
bracis-33602	140	13	is	be	AUX
bracis-33602	140	14	a	a	DET
bracis-33602	140	15	satisfactory	satisfactory	ADJ
bracis-33602	140	16	result	result	NOUN
bracis-33602	140	17	for	for	ADP
bracis-33602	140	18	an	an	DET
bracis-33602	140	19	ner	ner	NOUN
bracis-33602	140	20	model	model	NOUN
bracis-33602	140	21	.	.	PUNCT
bracis-33602	141	1	the	the	DET
bracis-33602	141	2	entity	entity	NOUN
bracis-33602	141	3	“	"	PUNCT
bracis-33602	141	4	zip	zip	NOUN
bracis-33602	141	5	code	code	NOUN
bracis-33602	141	6	”	"	PUNCT
bracis-33602	141	7	had	have	VERB
bracis-33602	141	8	an	an	DET
bracis-33602	141	9	f1	f1	NOUN
bracis-33602	141	10	-	-	PUNCT
bracis-33602	141	11	score	score	NOUN
bracis-33602	141	12	of	of	ADP
bracis-33602	141	13	0.69	0.69	NUM
bracis-33602	141	14	,	,	PUNCT
bracis-33602	141	15	which	which	PRON
bracis-33602	141	16	is	be	AUX
bracis-33602	141	17	below	below	ADP
bracis-33602	141	18	expectations	expectation	NOUN
bracis-33602	141	19	.	.	PUNCT
bracis-33602	142	1	this	this	DET
bracis-33602	142	2	result	result	NOUN
bracis-33602	142	3	can	can	AUX
bracis-33602	142	4	be	be	AUX
bracis-33602	142	5	attributed	attribute	VERB
bracis-33602	142	6	to	to	ADP
bracis-33602	142	7	the	the	DET
bracis-33602	142	8	model	model	NOUN
bracis-33602	142	9	’s	’s	PART
bracis-33602	142	10	difficulty	difficulty	NOUN
bracis-33602	142	11	in	in	ADP
bracis-33602	142	12	correctly	correctly	ADV
bracis-33602	142	13	identifying	identify	VERB
bracis-33602	142	14	zip	zip	NOUN
bracis-33602	142	15	codes	code	NOUN
bracis-33602	142	16	,	,	PUNCT
bracis-33602	142	17	which	which	PRON
bracis-33602	142	18	consist	consist	VERB
bracis-33602	142	19	of	of	ADP
bracis-33602	142	20	8	8	NUM
bracis-33602	142	21	digits	digit	NOUN
bracis-33602	142	22	and	and	CCONJ
bracis-33602	142	23	a	a	DET
bracis-33602	142	24	hyphen	hyphen	ADV
bracis-33602	142	25	.	.	PUNCT
bracis-33602	143	1	the	the	DET
bracis-33602	143	2	hyphen	hyphen	ADV
bracis-33602	143	3	was	be	AUX
bracis-33602	143	4	not	not	PART
bracis-33602	143	5	captured	capture	VERB
bracis-33602	143	6	by	by	ADP
bracis-33602	143	7	the	the	DET
bracis-33602	143	8	initially	initially	ADV
bracis-33602	143	9	created	create	VERB
bracis-33602	143	10	regex	regex	PROPN
bracis-33602	143	11	pattern	pattern	NOUN
bracis-33602	143	12	,	,	PUNCT
bracis-33602	143	13	as	as	SCONJ
bracis-33602	143	14	we	we	PRON
bracis-33602	143	15	had	have	AUX
bracis-33602	143	16	made	make	VERB
bracis-33602	143	17	the	the	DET
bracis-33602	143	18	hyphen	hyphen	ADV
bracis-33602	143	19	mandatory	mandatory	ADJ
bracis-33602	143	20	,	,	PUNCT
bracis-33602	143	21	hence	hence	ADV
bracis-33602	143	22	a	a	DET
bracis-33602	143	23	zip	zip	NOUN
bracis-33602	143	24	code	code	NOUN
bracis-33602	143	25	like	like	ADP
bracis-33602	143	26	“	"	PUNCT
bracis-33602	143	27	12345678	12345678	NUM
bracis-33602	143	28	”	"	PUNCT
bracis-33602	143	29	was	be	AUX
bracis-33602	143	30	not	not	PART
bracis-33602	143	31	recognized	recognize	VERB
bracis-33602	143	32	.	.	PUNCT
bracis-33602	144	1	to	to	PART
bracis-33602	144	2	address	address	VERB
bracis-33602	144	3	this	this	DET
bracis-33602	144	4	issue	issue	NOUN
bracis-33602	144	5	,	,	PUNCT
bracis-33602	144	6	we	we	PRON
bracis-33602	144	7	added	add	VERB
bracis-33602	144	8	a	a	DET
bracis-33602	144	9	regular	regular	ADJ
bracis-33602	144	10	expression	expression	NOUN
bracis-33602	144	11	to	to	PART
bracis-33602	144	12	also	also	ADV
bracis-33602	144	13	identify	identify	VERB
bracis-33602	144	14	zip	zip	NOUN
bracis-33602	144	15	codes	code	NOUN
bracis-33602	144	16	without	without	ADP
bracis-33602	144	17	a	a	DET
bracis-33602	144	18	hyphen	hyphen	NOUN
bracis-33602	144	19	.	.	PUNCT
bracis-33602	145	1	the	the	DET
bracis-33602	145	2	table	table	NOUN
bracis-33602	145	3	4	4	NUM
bracis-33602	145	4	contains	contain	VERB
bracis-33602	145	5	the	the	DET
bracis-33602	145	6	results	result	NOUN
bracis-33602	145	7	obtained	obtain	VERB
bracis-33602	145	8	after	after	ADP
bracis-33602	145	9	this	this	DET
bracis-33602	145	10	correction	correction	NOUN
bracis-33602	145	11	.	.	PUNCT
bracis-33602	146	1	by	by	ADP
bracis-33602	146	2	comparing	compare	VERB
bracis-33602	146	3	the	the	DET
bracis-33602	146	4	tables	table	NOUN
bracis-33602	146	5	3	3	NUM
bracis-33602	146	6	and	and	CCONJ
bracis-33602	146	7	4	4	NUM
bracis-33602	146	8	,	,	PUNCT
bracis-33602	146	9	we	we	PRON
bracis-33602	146	10	can	can	AUX
bracis-33602	146	11	see	see	VERB
bracis-33602	146	12	that	that	SCONJ
bracis-33602	146	13	the	the	DET
bracis-33602	146	14	model	model	NOUN
bracis-33602	146	15	correction	correction	NOUN
bracis-33602	146	16	with	with	ADP
bracis-33602	146	17	the	the	DET
bracis-33602	146	18	addition	addition	NOUN
bracis-33602	146	19	of	of	ADP
bracis-33602	146	20	regular	regular	ADJ
bracis-33602	146	21	expressions	expression	NOUN
bracis-33602	146	22	for	for	ADP
bracis-33602	146	23	zip	zip	NOUN
bracis-33602	146	24	code	code	NOUN
bracis-33602	146	25	identification	identification	NOUN
bracis-33602	146	26	significantly	significantly	ADV
bracis-33602	146	27	improved	improve	VERB
bracis-33602	146	28	the	the	DET
bracis-33602	146	29	f1	f1	NOUN
bracis-33602	146	30	-	-	PUNCT
bracis-33602	146	31	score	score	NOUN
bracis-33602	146	32	for	for	ADP
bracis-33602	146	33	this	this	DET
bracis-33602	146	34	entity	entity	NOUN
bracis-33602	146	35	.	.	PUNCT
bracis-33602	147	1	the	the	DET
bracis-33602	147	2	f1	f1	NOUN
bracis-33602	147	3	-	-	PUNCT
bracis-33602	147	4	score	score	NOUN
bracis-33602	147	5	for	for	ADP
bracis-33602	147	6	zip	zip	NOUN
bracis-33602	147	7	code	code	NOUN
bracis-33602	147	8	increased	increase	VERB
bracis-33602	147	9	from	from	ADP
bracis-33602	147	10	0.69	0.69	NUM
bracis-33602	147	11	to	to	ADP
bracis-33602	147	12	0.99	0.99	NUM
bracis-33602	147	13	,	,	PUNCT
bracis-33602	147	14	which	which	PRON
bracis-33602	147	15	is	be	AUX
bracis-33602	147	16	an	an	DET
bracis-33602	147	17	excellent	excellent	ADJ
bracis-33602	147	18	result	result	NOUN
bracis-33602	147	19	.	.	PUNCT
bracis-33602	148	1	the	the	DET
bracis-33602	148	2	overall	overall	ADJ
bracis-33602	148	3	f1	f1	NOUN
bracis-33602	148	4	-	-	PUNCT
bracis-33602	148	5	score	score	NOUN
bracis-33602	148	6	of	of	ADP
bracis-33602	148	7	the	the	DET
bracis-33602	148	8	model	model	NOUN
bracis-33602	148	9	also	also	ADV
bracis-33602	148	10	improved	improve	VERB
bracis-33602	148	11	,	,	PUNCT
bracis-33602	148	12	from	from	ADP
bracis-33602	148	13	0.83	0.83	NUM
bracis-33602	148	14	to	to	ADP
bracis-33602	148	15	0.86	0.86	NUM
bracis-33602	148	16	.	.	PUNCT
bracis-33602	149	1	this	this	PRON
bracis-33602	149	2	demonstrates	demonstrate	VERB
bracis-33602	149	3	that	that	SCONJ
bracis-33602	149	4	adding	add	VERB
bracis-33602	149	5	regular	regular	ADJ
bracis-33602	149	6	expressions	expression	NOUN
bracis-33602	149	7	to	to	PART
bracis-33602	149	8	correct	correct	VERB
bracis-33602	149	9	entity	entity	NOUN
bracis-33602	149	10	identification	identification	NOUN
bracis-33602	149	11	errors	error	NOUN
bracis-33602	149	12	can	can	AUX
bracis-33602	149	13	significantly	significantly	ADV
bracis-33602	149	14	enhance	enhance	VERB
bracis-33602	149	15	identification	identification	NOUN
bracis-33602	149	16	accuracy	accuracy	NOUN
bracis-33602	149	17	.	.	PUNCT
bracis-33602	150	1	it	it	PRON
bracis-33602	150	2	is	be	AUX
bracis-33602	150	3	interesting	interesting	ADJ
bracis-33602	150	4	to	to	PART
bracis-33602	150	5	note	note	VERB
bracis-33602	150	6	that	that	SCONJ
bracis-33602	150	7	terms	term	NOUN
bracis-33602	150	8	identified	identify	VERB
bracis-33602	150	9	using	use	VERB
bracis-33602	150	10	regex	regex	NOUN
bracis-33602	150	11	,	,	PUNCT
bracis-33602	150	12	such	such	ADJ
bracis-33602	150	13	as	as	ADP
bracis-33602	150	14	“	"	PUNCT
bracis-33602	150	15	cpf	cpf	PROPN
bracis-33602	150	16	”	"	PUNCT
bracis-33602	150	17	,	,	PUNCT
bracis-33602	150	18	“	"	PUNCT
bracis-33602	150	19	phone	phone	NOUN
bracis-33602	150	20	”	"	PUNCT
bracis-33602	150	21	,	,	PUNCT
bracis-33602	150	22	“	"	PUNCT
bracis-33602	150	23	email	email	NOUN
bracis-33602	150	24	”	"	PUNCT
bracis-33602	150	25	,	,	PUNCT
bracis-33602	150	26	“	"	PUNCT
bracis-33602	150	27	money	money	NOUN
bracis-33602	150	28	”	"	PUNCT
bracis-33602	150	29	,	,	PUNCT
bracis-33602	150	30	and	and	CCONJ
bracis-33602	150	31	“	"	PUNCT
bracis-33602	150	32	zip	zip	NOUN
bracis-33602	150	33	code	code	NOUN
bracis-33602	150	34	”	"	PUNCT
bracis-33602	150	35	,	,	PUNCT
bracis-33602	150	36	achieved	achieve	VERB
bracis-33602	150	37	f1	f1	NOUN
bracis-33602	150	38	-	-	PUNCT
bracis-33602	150	39	scores	score	NOUN
bracis-33602	150	40	that	that	PRON
bracis-33602	150	41	were	be	AUX
bracis-33602	150	42	not	not	PART
bracis-33602	150	43	always	always	ADV
bracis-33602	150	44	perfect	perfect	ADJ
bracis-33602	150	45	.	.	PUNCT
bracis-33602	151	1	upon	upon	SCONJ
bracis-33602	151	2	further	further	ADJ
bracis-33602	151	3	investigation	investigation	NOUN
bracis-33602	151	4	,	,	PUNCT
bracis-33602	151	5	we	we	PRON
bracis-33602	151	6	observed	observe	VERB
bracis-33602	151	7	some	some	DET
bracis-33602	151	8	interesting	interesting	ADJ
bracis-33602	151	9	behaviors	behavior	NOUN
bracis-33602	151	10	.	.	PUNCT
bracis-33602	152	1	for	for	ADP
bracis-33602	152	2	this	this	DET
bracis-33602	152	3	analysis	analysis	NOUN
bracis-33602	152	4	,	,	PUNCT
bracis-33602	152	5	let	let	VERB
bracis-33602	152	6	’s	’s	ADJ
bracis-33602	152	7	focus	focus	VERB
bracis-33602	152	8	on	on	ADP
bracis-33602	152	9	the	the	DET
bracis-33602	152	10	“	"	PUNCT
bracis-33602	152	11	entity	entity	NOUN
bracis-33602	152	12	”	"	PUNCT
bracis-33602	152	13	column	column	NOUN
bracis-33602	152	14	and	and	CCONJ
bracis-33602	152	15	the	the	DET
bracis-33602	152	16	values	value	NOUN
bracis-33602	152	17	identified	identify	VERB
bracis-33602	152	18	with	with	ADP
bracis-33602	152	19	regex	regex	PROPN
bracis-33602	152	20	.	.	PUNCT
bracis-33602	153	1	analyzing	analyze	VERB
bracis-33602	153	2	the	the	DET
bracis-33602	153	3	“	"	PUNCT
bracis-33602	153	4	recall	recall	NOUN
bracis-33602	153	5	”	"	PUNCT
bracis-33602	153	6	value	value	NOUN
bracis-33602	153	7	for	for	ADP
bracis-33602	153	8	“	"	PUNCT
bracis-33602	153	9	cpf	cpf	PROPN
bracis-33602	153	10	”	"	PUNCT
bracis-33602	153	11	,	,	PUNCT
bracis-33602	153	12	we	we	PRON
bracis-33602	153	13	see	see	VERB
bracis-33602	153	14	a	a	DET
bracis-33602	153	15	100	100	NUM
bracis-33602	153	16	%	%	NOUN
bracis-33602	153	17	score	score	NOUN
bracis-33602	153	18	,	,	PUNCT
bracis-33602	153	19	meaning	mean	VERB
bracis-33602	153	20	the	the	DET
bracis-33602	153	21	model	model	NOUN
bracis-33602	153	22	correctly	correctly	ADV
bracis-33602	153	23	identified	identify	VERB
bracis-33602	153	24	all	all	DET
bracis-33602	153	25	cases	case	NOUN
bracis-33602	153	26	where	where	SCONJ
bracis-33602	153	27	“	"	PUNCT
bracis-33602	153	28	cpf	cpf	NOUN
bracis-33602	153	29	”	"	PUNCT
bracis-33602	153	30	should	should	AUX
bracis-33602	153	31	not	not	PART
bracis-33602	153	32	appear	appear	VERB
bracis-33602	153	33	.	.	PUNCT
bracis-33602	154	1	however	however	ADV
bracis-33602	154	2	,	,	PUNCT
bracis-33602	154	3	for	for	ADP
bracis-33602	154	4	“	"	PUNCT
bracis-33602	154	5	precision	precision	NOUN
bracis-33602	154	6	”	"	PUNCT
bracis-33602	154	7	,	,	PUNCT
bracis-33602	154	8	the	the	DET
bracis-33602	154	9	value	value	NOUN
bracis-33602	154	10	was	be	AUX
bracis-33602	154	11	98.2	98.2	NUM
bracis-33602	154	12	%	%	NOUN
bracis-33602	154	13	,	,	PUNCT
bracis-33602	154	14	indicating	indicate	VERB
bracis-33602	154	15	the	the	DET
bracis-33602	154	16	percentage	percentage	NOUN
bracis-33602	154	17	correctly	correctly	ADV
bracis-33602	154	18	identified	identify	VERB
bracis-33602	154	19	.	.	PUNCT
bracis-33602	155	1	upon	upon	SCONJ
bracis-33602	155	2	analyzing	analyze	VERB
bracis-33602	155	3	the	the	DET
bracis-33602	155	4	cases	case	NOUN
bracis-33602	155	5	where	where	SCONJ
bracis-33602	155	6	the	the	DET
bracis-33602	155	7	model	model	NOUN
bracis-33602	155	8	missed	miss	VERB
bracis-33602	155	9	,	,	PUNCT
bracis-33602	155	10	we	we	PRON
bracis-33602	155	11	observed	observe	VERB
bracis-33602	155	12	some	some	DET
bracis-33602	155	13	instances	instance	NOUN
bracis-33602	155	14	like	like	ADP
bracis-33602	155	15	the	the	DET
bracis-33602	155	16	one	one	NOUN
bracis-33602	155	17	shown	show	VERB
bracis-33602	155	18	below	below	ADP
bracis-33602	155	19	in	in	ADP
bracis-33602	155	20	fig	fig	NOUN
bracis-33602	155	21	.	.	PUNCT
bracis-33602	155	22	 	 	SPACE
bracis-33602	156	1	4	4	NUM
bracis-33602	156	2	.	.	X
bracis-33602	156	3	fig	fig	NOUN
bracis-33602	156	4	.	.	PUNCT
bracis-33602	157	1	4	4	X
bracis-33602	157	2	.	.	X
bracis-33602	157	3	issues	issue	NOUN
bracis-33602	157	4	regarding	regard	VERB
bracis-33602	157	5	the	the	DET
bracis-33602	157	6	model	model	NOUN
bracis-33602	157	7	’s	’s	PART
bracis-33602	157	8	“	"	PUNCT
bracis-33602	157	9	precision	precision	NOUN
bracis-33602	157	10	”	"	PUNCT
bracis-33602	157	11	.	.	PUNCT
bracis-33602	158	1	full	full	ADJ
bracis-33602	158	2	size	size	NOUN
bracis-33602	158	3	image	image	NOUN
bracis-33602	158	4	this	this	PRON
bracis-33602	158	5	indicates	indicate	VERB
bracis-33602	158	6	that	that	SCONJ
bracis-33602	158	7	,	,	PUNCT
bracis-33602	158	8	even	even	ADV
bracis-33602	158	9	though	though	SCONJ
bracis-33602	158	10	we	we	PRON
bracis-33602	158	11	had	have	AUX
bracis-33602	158	12	instructed	instruct	VERB
bracis-33602	158	13	the	the	DET
bracis-33602	158	14	llm	llm	NOUN
bracis-33602	158	15	to	to	PART
bracis-33602	158	16	generate	generate	VERB
bracis-33602	158	17	text	text	NOUN
bracis-33602	158	18	without	without	ADP
bracis-33602	158	19	creating	create	VERB
bracis-33602	158	20	new	new	ADJ
bracis-33602	158	21	terms	term	NOUN
bracis-33602	158	22	,	,	PUNCT
bracis-33602	158	23	it	it	PRON
bracis-33602	158	24	did	do	VERB
bracis-33602	158	25	.	.	PUNCT
bracis-33602	159	1	this	this	DET
bracis-33602	159	2	behavior	behavior	NOUN
bracis-33602	159	3	repeats	repeat	VERB
bracis-33602	159	4	for	for	ADP
bracis-33602	159	5	the	the	DET
bracis-33602	159	6	other	other	ADJ
bracis-33602	159	7	regex	regex	PROPN
bracis-33602	159	8	terms	term	NOUN
bracis-33602	159	9	about	about	ADP
bracis-33602	159	10	“	"	PUNCT
bracis-33602	159	11	precision	precision	NOUN
bracis-33602	159	12	”	"	PUNCT
bracis-33602	159	13	.	.	PUNCT
bracis-33602	160	1	as	as	ADP
bracis-33602	160	2	for	for	ADP
bracis-33602	160	3	“	"	PUNCT
bracis-33602	160	4	recall	recall	NOUN
bracis-33602	160	5	”	"	PUNCT
bracis-33602	160	6	,	,	PUNCT
bracis-33602	160	7	the	the	DET
bracis-33602	160	8	model	model	NOUN
bracis-33602	160	9	correctly	correctly	ADV
bracis-33602	160	10	identified	identify	VERB
bracis-33602	160	11	all	all	DET
bracis-33602	160	12	cases	case	NOUN
bracis-33602	160	13	,	,	PUNCT
bracis-33602	160	14	except	except	SCONJ
bracis-33602	160	15	for	for	ADP
bracis-33602	160	16	“	"	PUNCT
bracis-33602	160	17	phone	phone	NOUN
bracis-33602	160	18	”	"	PUNCT
bracis-33602	160	19	,	,	PUNCT
bracis-33602	160	20	which	which	PRON
bracis-33602	160	21	scored	score	VERB
bracis-33602	160	22	94.4	94.4	NUM
bracis-33602	160	23	%	%	NOUN
bracis-33602	160	24	.	.	PUNCT
bracis-33602	161	1	in	in	ADP
bracis-33602	161	2	this	this	DET
bracis-33602	161	3	case	case	NOUN
bracis-33602	161	4	,	,	PUNCT
bracis-33602	161	5	our	our	PRON
bracis-33602	161	6	model	model	NOUN
bracis-33602	161	7	made	make	VERB
bracis-33602	161	8	an	an	DET
bracis-33602	161	9	error	error	NOUN
bracis-33602	161	10	in	in	ADP
bracis-33602	161	11	just	just	ADV
bracis-33602	161	12	one	one	NUM
bracis-33602	161	13	instance	instance	NOUN
bracis-33602	161	14	,	,	PUNCT
bracis-33602	161	15	resulting	result	VERB
bracis-33602	161	16	in	in	ADP
bracis-33602	161	17	a	a	DET
bracis-33602	161	18	false	false	ADJ
bracis-33602	161	19	positive	positive	NOUN
bracis-33602	161	20	,	,	PUNCT
bracis-33602	161	21	as	as	SCONJ
bracis-33602	161	22	shown	show	VERB
bracis-33602	161	23	in	in	ADP
bracis-33602	161	24	the	the	DET
bracis-33602	161	25	example	example	NOUN
bracis-33602	161	26	in	in	ADP
bracis-33602	161	27	fig	fig	NOUN
bracis-33602	161	28	.	.	PUNCT
bracis-33602	161	29	 	 	SPACE
bracis-33602	162	1	5	5	NUM
bracis-33602	162	2	.	.	PUNCT
bracis-33602	163	1	it	it	PRON
bracis-33602	163	2	is	be	AUX
bracis-33602	163	3	still	still	ADV
bracis-33602	163	4	valid	valid	ADJ
bracis-33602	163	5	to	to	PART
bracis-33602	163	6	say	say	VERB
bracis-33602	163	7	that	that	SCONJ
bracis-33602	163	8	our	our	PRON
bracis-33602	163	9	proposed	propose	VERB
bracis-33602	163	10	model	model	NOUN
bracis-33602	163	11	also	also	ADV
bracis-33602	163	12	ended	end	VERB
bracis-33602	163	13	up	up	ADP
bracis-33602	163	14	correctly	correctly	ADV
bracis-33602	163	15	identifying	identify	VERB
bracis-33602	163	16	an	an	DET
bracis-33602	163	17	additional	additional	ADJ
bracis-33602	163	18	data	datum	NOUN
bracis-33602	163	19	entity	entity	NOUN
bracis-33602	163	20	.	.	PUNCT
bracis-33602	164	1	in	in	ADP
bracis-33602	164	2	this	this	DET
bracis-33602	164	3	way	way	NOUN
bracis-33602	164	4	,	,	PUNCT
bracis-33602	164	5	we	we	PRON
bracis-33602	164	6	see	see	VERB
bracis-33602	164	7	a	a	DET
bracis-33602	164	8	kind	kind	NOUN
bracis-33602	164	9	of	of	ADP
bracis-33602	164	10	inversion	inversion	NOUN
bracis-33602	164	11	of	of	ADP
bracis-33602	164	12	our	our	PRON
bracis-33602	164	13	proposal	proposal	NOUN
bracis-33602	164	14	,	,	PUNCT
bracis-33602	164	15	where	where	SCONJ
bracis-33602	164	16	our	our	PRON
bracis-33602	164	17	model	model	NOUN
bracis-33602	164	18	ends	end	VERB
bracis-33602	164	19	up	up	ADP
bracis-33602	164	20	correcting	correct	VERB
bracis-33602	164	21	the	the	DET
bracis-33602	164	22	new	new	ADJ
bracis-33602	164	23	dataset	dataset	NOUN
bracis-33602	164	24	,	,	PUNCT
bracis-33602	164	25	improving	improve	VERB
bracis-33602	164	26	its	its	PRON
bracis-33602	164	27	quality	quality	NOUN
bracis-33602	164	28	.	.	PUNCT
bracis-33602	165	1	this	this	PRON
bracis-33602	165	2	is	be	AUX
bracis-33602	165	3	a	a	DET
bracis-33602	165	4	positive	positive	ADJ
bracis-33602	165	5	point	point	NOUN
bracis-33602	165	6	,	,	PUNCT
bracis-33602	165	7	as	as	SCONJ
bracis-33602	165	8	it	it	PRON
bracis-33602	165	9	demonstrates	demonstrate	VERB
bracis-33602	165	10	that	that	SCONJ
bracis-33602	165	11	the	the	DET
bracis-33602	165	12	model	model	NOUN
bracis-33602	165	13	can	can	AUX
bracis-33602	165	14	be	be	AUX
bracis-33602	165	15	used	use	VERB
bracis-33602	165	16	to	to	PART
bracis-33602	165	17	enhance	enhance	VERB
bracis-33602	165	18	data	datum	NOUN
bracis-33602	165	19	quality	quality	NOUN
bracis-33602	165	20	,	,	PUNCT
bracis-33602	165	21	even	even	ADV
bracis-33602	165	22	if	if	SCONJ
bracis-33602	165	23	that	that	PRON
bracis-33602	165	24	is	be	AUX
bracis-33602	165	25	not	not	PART
bracis-33602	165	26	its	its	PRON
bracis-33602	165	27	primary	primary	ADJ
bracis-33602	165	28	objective	objective	NOUN
bracis-33602	165	29	.	.	PUNCT
bracis-33602	166	1	fig	fig	NOUN
bracis-33602	166	2	.	.	PUNCT
bracis-33602	167	1	5	5	X
bracis-33602	167	2	.	.	X
bracis-33602	167	3	issues	issue	NOUN
bracis-33602	167	4	regarding	regard	VERB
bracis-33602	167	5	the	the	DET
bracis-33602	167	6	model	model	NOUN
bracis-33602	167	7	’s	’s	PART
bracis-33602	167	8	“	"	PUNCT
bracis-33602	167	9	recall	recall	NOUN
bracis-33602	167	10	”	"	PUNCT
bracis-33602	167	11	full	full	ADJ
bracis-33602	167	12	size	size	NOUN
bracis-33602	167	13	image	image	NOUN
bracis-33602	167	14	5.2	5.2	NUM
bracis-33602	167	15	usage	usage	NOUN
bracis-33602	167	16	example	example	NOUN
bracis-33602	167	17	of	of	ADP
bracis-33602	167	18	 	 	SPACE
bracis-33602	167	19	the	the	DET
bracis-33602	167	20	 	 	SPACE
bracis-33602	167	21	new	new	ADJ
bracis-33602	167	22	ner	ner	NOUN
bracis-33602	167	23	model	model	NOUN
bracis-33602	167	24	for	for	ADP
bracis-33602	167	25	the	the	DET
bracis-33602	167	26	following	follow	VERB
bracis-33602	167	27	example	example	NOUN
bracis-33602	167	28	,	,	PUNCT
bracis-33602	167	29	we	we	PRON
bracis-33602	167	30	used	use	VERB
bracis-33602	167	31	the	the	DET
bracis-33602	167	32	synthetic	synthetic	ADJ
bracis-33602	167	33	text	text	NOUN
bracis-33602	167	34	generated	generate	VERB
bracis-33602	167	35	as	as	SCONJ
bracis-33602	167	36	shown	show	VERB
bracis-33602	167	37	in	in	ADP
bracis-33602	167	38	fig	fig	NOUN
bracis-33602	167	39	.	.	PUNCT
bracis-33602	167	40	 	 	SPACE
bracis-33602	168	1	3	3	X
bracis-33602	168	2	.	.	PUNCT
bracis-33602	169	1	we	we	PRON
bracis-33602	169	2	created	create	VERB
bracis-33602	169	3	an	an	DET
bracis-33602	169	4	interface	interface	NOUN
bracis-33602	169	5	using	use	VERB
bracis-33602	169	6	python	python	NOUN
bracis-33602	169	7	to	to	PART
bracis-33602	169	8	facilitate	facilitate	VERB
bracis-33602	169	9	the	the	DET
bracis-33602	169	10	pseudonymization	pseudonymization	NOUN
bracis-33602	169	11	of	of	ADP
bracis-33602	169	12	the	the	DET
bracis-33602	169	13	text	text	NOUN
bracis-33602	169	14	.	.	PUNCT
bracis-33602	170	1	thus	thus	ADV
bracis-33602	170	2	,	,	PUNCT
bracis-33602	170	3	we	we	PRON
bracis-33602	170	4	established	establish	VERB
bracis-33602	170	5	one	one	NUM
bracis-33602	170	6	input	input	NOUN
bracis-33602	170	7	field	field	NOUN
bracis-33602	170	8	and	and	CCONJ
bracis-33602	170	9	two	two	NUM
bracis-33602	170	10	output	output	NOUN
bracis-33602	170	11	fields	field	NOUN
bracis-33602	170	12	.	.	PUNCT
bracis-33602	171	1	the	the	DET
bracis-33602	171	2	input	input	NOUN
bracis-33602	171	3	field	field	NOUN
bracis-33602	171	4	is	be	AUX
bracis-33602	171	5	for	for	ADP
bracis-33602	171	6	the	the	DET
bracis-33602	171	7	original	original	ADJ
bracis-33602	171	8	text	text	NOUN
bracis-33602	171	9	,	,	PUNCT
bracis-33602	171	10	and	and	CCONJ
bracis-33602	171	11	the	the	DET
bracis-33602	171	12	output	output	NOUN
bracis-33602	171	13	fields	field	NOUN
bracis-33602	171	14	are	be	AUX
bracis-33602	171	15	for	for	ADP
bracis-33602	171	16	the	the	DET
bracis-33602	171	17	identified	identify	VERB
bracis-33602	171	18	terms	term	NOUN
bracis-33602	171	19	and	and	CCONJ
bracis-33602	171	20	another	another	PRON
bracis-33602	171	21	for	for	ADP
bracis-33602	171	22	the	the	DET
bracis-33602	171	23	pseudonymization	pseudonymization	NOUN
bracis-33602	171	24	secret	secret	ADJ
bracis-33602	171	25	.	.	PUNCT
bracis-33602	172	1	the	the	DET
bracis-33602	172	2	fig	fig	NOUN
bracis-33602	172	3	.	.	PUNCT
bracis-33602	172	4	 	 	SPACE
bracis-33602	173	1	6	6	NUM
bracis-33602	173	2	below	below	ADV
bracis-33602	173	3	contains	contain	VERB
bracis-33602	173	4	the	the	DET
bracis-33602	173	5	original	original	ADJ
bracis-33602	173	6	text	text	NOUN
bracis-33602	173	7	,	,	PUNCT
bracis-33602	173	8	while	while	SCONJ
bracis-33602	173	9	figs	fig	NOUN
bracis-33602	173	10	.	.	PUNCT
bracis-33602	173	11	 	 	SPACE
bracis-33602	173	12	7	7	NUM
bracis-33602	173	13	and	and	CCONJ
bracis-33602	173	14	8	8	NUM
bracis-33602	173	15	contain	contain	NOUN
bracis-33602	173	16	data	datum	NOUN
bracis-33602	173	17	related	relate	VERB
bracis-33602	173	18	to	to	ADP
bracis-33602	173	19	the	the	DET
bracis-33602	173	20	generated	generate	VERB
bracis-33602	173	21	outputs	output	NOUN
bracis-33602	173	22	.	.	PUNCT
bracis-33602	174	1	fig	fig	NOUN
bracis-33602	174	2	.	.	PUNCT
bracis-33602	175	1	6	6	NUM
bracis-33602	175	2	.	.	X
bracis-33602	175	3	input	input	NOUN
bracis-33602	175	4	data	datum	NOUN
bracis-33602	175	5	full	full	ADJ
bracis-33602	175	6	size	size	NOUN
bracis-33602	175	7	image	image	NOUN
bracis-33602	175	8	as	as	SCONJ
bracis-33602	175	9	shown	show	VERB
bracis-33602	175	10	in	in	ADP
bracis-33602	175	11	figs	fig	NOUN
bracis-33602	175	12	.	.	PUNCT
bracis-33602	175	13	 	 	SPACE
bracis-33602	175	14	7	7	NUM
bracis-33602	175	15	and	and	CCONJ
bracis-33602	175	16	8	8	NUM
bracis-33602	175	17	below	below	ADV
bracis-33602	175	18	,	,	PUNCT
bracis-33602	175	19	here	here	ADV
bracis-33602	175	20	again	again	ADV
bracis-33602	175	21	is	be	AUX
bracis-33602	175	22	the	the	DET
bracis-33602	175	23	translation	translation	NOUN
bracis-33602	175	24	of	of	ADP
bracis-33602	175	25	the	the	DET
bracis-33602	175	26	entities	entity	NOUN
bracis-33602	175	27	from	from	ADP
bracis-33602	175	28	portuguese	portuguese	NOUN
bracis-33602	175	29	to	to	ADP
bracis-33602	175	30	english	english	PROPN
bracis-33602	175	31	:	:	PUNCT
bracis-33602	175	32	“	"	PUNCT
bracis-33602	175	33	nome	nome	PROPN
bracis-33602	175	34	”	"	PUNCT
bracis-33602	175	35	(	(	PUNCT
bracis-33602	175	36	name	name	NOUN
bracis-33602	175	37	)	)	PUNCT
bracis-33602	175	38	,	,	PUNCT
bracis-33602	175	39	“	"	PUNCT
bracis-33602	175	40	data	datum	NOUN
bracis-33602	175	41	”	"	PUNCT
bracis-33602	175	42	(	(	PUNCT
bracis-33602	175	43	date	date	NOUN
bracis-33602	175	44	)	)	PUNCT
bracis-33602	175	45	,	,	PUNCT
bracis-33602	175	46	“	"	PUNCT
bracis-33602	175	47	endereco	endereco	PROPN
bracis-33602	175	48	”	"	PUNCT
bracis-33602	175	49	(	(	PUNCT
bracis-33602	175	50	address	address	NOUN
bracis-33602	175	51	)	)	PUNCT
bracis-33602	175	52	,	,	PUNCT
bracis-33602	175	53	“	"	PUNCT
bracis-33602	175	54	telefone	telefone	NOUN
bracis-33602	175	55	”	"	PUNCT
bracis-33602	175	56	(	(	PUNCT
bracis-33602	175	57	phone	phone	NOUN
bracis-33602	175	58	)	)	PUNCT
bracis-33602	175	59	,	,	PUNCT
bracis-33602	175	60	“	"	PUNCT
bracis-33602	175	61	dinheiro	dinheiro	NOUN
bracis-33602	175	62	”	"	PUNCT
bracis-33602	175	63	(	(	PUNCT
bracis-33602	175	64	money	money	NOUN
bracis-33602	175	65	)	)	PUNCT
bracis-33602	175	66	,	,	PUNCT
bracis-33602	175	67	“	"	PUNCT
bracis-33602	175	68	cep	cep	PROPN
bracis-33602	175	69	”	"	PUNCT
bracis-33602	175	70	(	(	PUNCT
bracis-33602	175	71	zip	zip	NOUN
bracis-33602	175	72	code	code	NOUN
bracis-33602	175	73	)	)	PUNCT
bracis-33602	175	74	.	.	PUNCT
bracis-33602	176	1	fig	fig	NOUN
bracis-33602	176	2	.	.	PUNCT
bracis-33602	177	1	7	7	X
bracis-33602	177	2	.	.	X
bracis-33602	177	3	output	output	NOUN
bracis-33602	177	4	data	datum	NOUN
bracis-33602	177	5	entity	entity	NOUN
bracis-33602	177	6	recognition	recognition	NOUN
bracis-33602	177	7	full	full	ADJ
bracis-33602	177	8	size	size	NOUN
bracis-33602	177	9	image	image	NOUN
bracis-33602	177	10	fig	fig	NOUN
bracis-33602	177	11	.	.	PUNCT
bracis-33602	178	1	8	8	X
bracis-33602	178	2	.	.	X
bracis-33602	178	3	output	output	NOUN
bracis-33602	178	4	data	datum	NOUN
bracis-33602	178	5	pseudonymization	pseudonymization	NOUN
bracis-33602	178	6	secret	secret	ADJ
bracis-33602	178	7	full	full	ADJ
bracis-33602	178	8	size	size	NOUN
bracis-33602	178	9	image	image	NOUN
bracis-33602	178	10	5.3	5.3	NUM
bracis-33602	178	11	limitations	limitation	NOUN
bracis-33602	178	12	as	as	ADP
bracis-33602	178	13	with	with	ADP
bracis-33602	178	14	any	any	DET
bracis-33602	178	15	automated	automate	VERB
bracis-33602	178	16	system	system	NOUN
bracis-33602	178	17	,	,	PUNCT
bracis-33602	178	18	there	there	PRON
bracis-33602	178	19	are	be	VERB
bracis-33602	178	20	limitations	limitation	NOUN
bracis-33602	178	21	that	that	PRON
bracis-33602	178	22	must	must	AUX
bracis-33602	178	23	be	be	AUX
bracis-33602	178	24	considered	consider	VERB
bracis-33602	178	25	to	to	PART
bracis-33602	178	26	ensure	ensure	VERB
bracis-33602	178	27	the	the	DET
bracis-33602	178	28	effectiveness	effectiveness	NOUN
bracis-33602	178	29	and	and	CCONJ
bracis-33602	178	30	accuracy	accuracy	NOUN
bracis-33602	178	31	of	of	ADP
bracis-33602	178	32	pseudonymization	pseudonymization	NOUN
bracis-33602	178	33	.	.	PUNCT
bracis-33602	179	1	one	one	NUM
bracis-33602	179	2	of	of	ADP
bracis-33602	179	3	these	these	DET
bracis-33602	179	4	limitations	limitation	NOUN
bracis-33602	179	5	is	be	AUX
bracis-33602	179	6	the	the	DET
bracis-33602	179	7	need	need	NOUN
bracis-33602	179	8	for	for	ADP
bracis-33602	179	9	human	human	ADJ
bracis-33602	179	10	review	review	NOUN
bracis-33602	179	11	.	.	PUNCT
bracis-33602	180	1	our	our	PRON
bracis-33602	180	2	model	model	NOUN
bracis-33602	180	3	may	may	AUX
bracis-33602	180	4	occasionally	occasionally	ADV
bracis-33602	180	5	make	make	VERB
bracis-33602	180	6	errors	error	NOUN
bracis-33602	180	7	in	in	ADP
bracis-33602	180	8	the	the	DET
bracis-33602	180	9	pseudonymization	pseudonymization	NOUN
bracis-33602	180	10	of	of	ADP
bracis-33602	180	11	named	name	VERB
bracis-33602	180	12	entities	entity	NOUN
bracis-33602	180	13	.	.	PUNCT
bracis-33602	181	1	this	this	PRON
bracis-33602	181	2	requires	require	VERB
bracis-33602	181	3	a	a	DET
bracis-33602	181	4	subsequent	subsequent	ADJ
bracis-33602	181	5	human	human	ADJ
bracis-33602	181	6	review	review	NOUN
bracis-33602	181	7	process	process	NOUN
bracis-33602	181	8	to	to	PART
bracis-33602	181	9	correct	correct	VERB
bracis-33602	181	10	possible	possible	ADJ
bracis-33602	181	11	errors	error	NOUN
bracis-33602	181	12	and	and	CCONJ
bracis-33602	181	13	ensure	ensure	VERB
bracis-33602	181	14	that	that	SCONJ
bracis-33602	181	15	the	the	DET
bracis-33602	181	16	data	data	NOUN
bracis-33602	181	17	is	be	AUX
bracis-33602	181	18	properly	properly	ADV
bracis-33602	181	19	hidden	hide	VERB
bracis-33602	181	20	,	,	PUNCT
bracis-33602	181	21	according	accord	VERB
bracis-33602	181	22	to	to	ADP
bracis-33602	181	23	legal	legal	ADJ
bracis-33602	181	24	requirements	requirement	NOUN
bracis-33602	181	25	.	.	PUNCT
bracis-33602	182	1	another	another	DET
bracis-33602	182	2	significant	significant	ADJ
bracis-33602	182	3	limitation	limitation	NOUN
bracis-33602	182	4	is	be	AUX
bracis-33602	182	5	the	the	DET
bracis-33602	182	6	lack	lack	NOUN
bracis-33602	182	7	of	of	ADP
bracis-33602	182	8	cross	cross	NOUN
bracis-33602	182	9	-	-	ADJ
bracis-33602	182	10	referencing	referencing	ADJ
bracis-33602	182	11	between	between	ADP
bracis-33602	182	12	terms	term	NOUN
bracis-33602	182	13	previously	previously	ADV
bracis-33602	182	14	identified	identify	VERB
bracis-33602	182	15	in	in	ADP
bracis-33602	182	16	the	the	DET
bracis-33602	182	17	document	document	NOUN
bracis-33602	182	18	.	.	PUNCT
bracis-33602	183	1	for	for	ADP
bracis-33602	183	2	example	example	NOUN
bracis-33602	183	3	,	,	PUNCT
bracis-33602	183	4	if	if	SCONJ
bracis-33602	183	5	the	the	DET
bracis-33602	183	6	system	system	NOUN
bracis-33602	183	7	identifies	identify	VERB
bracis-33602	183	8	“	"	PUNCT
bracis-33602	183	9	maria	maria	PROPN
bracis-33602	183	10	silva	silva	PROPN
bracis-33602	183	11	”	"	PUNCT
bracis-33602	183	12	as	as	ADP
bracis-33602	183	13	a	a	DET
bracis-33602	183	14	person	person	NOUN
bracis-33602	183	15	in	in	ADP
bracis-33602	183	16	one	one	NUM
bracis-33602	183	17	part	part	NOUN
bracis-33602	183	18	of	of	ADP
bracis-33602	183	19	the	the	DET
bracis-33602	183	20	text	text	NOUN
bracis-33602	183	21	,	,	PUNCT
bracis-33602	183	22	it	it	PRON
bracis-33602	183	23	may	may	AUX
bracis-33602	183	24	not	not	PART
bracis-33602	183	25	recognize	recognize	VERB
bracis-33602	183	26	“	"	PUNCT
bracis-33602	183	27	maria	maria	NOUN
bracis-33602	183	28	”	"	PUNCT
bracis-33602	183	29	in	in	ADP
bracis-33602	183	30	a	a	DET
bracis-33602	183	31	subsequent	subsequent	ADJ
bracis-33602	183	32	reference	reference	NOUN
bracis-33602	183	33	as	as	ADP
bracis-33602	183	34	the	the	DET
bracis-33602	183	35	same	same	ADJ
bracis-33602	183	36	person	person	NOUN
bracis-33602	183	37	,	,	PUNCT
bracis-33602	183	38	potentially	potentially	ADV
bracis-33602	183	39	labeling	label	VERB
bracis-33602	183	40	it	it	PRON
bracis-33602	183	41	differently	differently	ADV
bracis-33602	183	42	,	,	PUNCT
bracis-33602	183	43	such	such	ADJ
bracis-33602	183	44	as	as	ADP
bracis-33602	183	45	“	"	PUNCT
bracis-33602	183	46	name_2	name_2	PROPN
bracis-33602	183	47	”	"	PUNCT
bracis-33602	183	48	.	.	PUNCT
bracis-33602	184	1	this	this	DET
bracis-33602	184	2	problem	problem	NOUN
bracis-33602	184	3	,	,	PUNCT
bracis-33602	184	4	which	which	PRON
bracis-33602	184	5	seems	seem	VERB
bracis-33602	184	6	simple	simple	ADJ
bracis-33602	184	7	to	to	PART
bracis-33602	184	8	solve	solve	VERB
bracis-33602	184	9	,	,	PUNCT
bracis-33602	184	10	may	may	AUX
bracis-33602	184	11	involve	involve	VERB
bracis-33602	184	12	complex	complex	ADJ
bracis-33602	184	13	issues	issue	NOUN
bracis-33602	184	14	,	,	PUNCT
bracis-33602	184	15	such	such	ADJ
bracis-33602	184	16	as	as	ADP
bracis-33602	184	17	homonyms	homonym	NOUN
bracis-33602	184	18	and	and	CCONJ
bracis-33602	184	19	the	the	DET
bracis-33602	184	20	overall	overall	ADJ
bracis-33602	184	21	context	context	NOUN
bracis-33602	184	22	of	of	ADP
bracis-33602	184	23	the	the	DET
bracis-33602	184	24	text	text	NOUN
bracis-33602	184	25	.	.	PUNCT
bracis-33602	185	1	additionally	additionally	ADV
bracis-33602	185	2	,	,	PUNCT
bracis-33602	185	3	the	the	DET
bracis-33602	185	4	model	model	NOUN
bracis-33602	185	5	can	can	AUX
bracis-33602	185	6	generate	generate	VERB
bracis-33602	185	7	false	false	ADJ
bracis-33602	185	8	positives	positive	NOUN
bracis-33602	185	9	,	,	PUNCT
bracis-33602	185	10	which	which	PRON
bracis-33602	185	11	are	be	AUX
bracis-33602	185	12	errors	error	NOUN
bracis-33602	185	13	where	where	SCONJ
bracis-33602	185	14	non	non	ADJ
bracis-33602	185	15	-	-	ADJ
bracis-33602	185	16	personal	personal	ADJ
bracis-33602	185	17	data	datum	NOUN
bracis-33602	185	18	are	be	AUX
bracis-33602	185	19	erroneously	erroneously	ADV
bracis-33602	185	20	categorized	categorize	VERB
bracis-33602	185	21	with	with	ADP
bracis-33602	185	22	a	a	DET
bracis-33602	185	23	different	different	ADJ
bracis-33602	185	24	label	label	NOUN
bracis-33602	185	25	.	.	PUNCT
bracis-33602	186	1	for	for	ADP
bracis-33602	186	2	example	example	NOUN
bracis-33602	186	3	,	,	PUNCT
bracis-33602	186	4	a	a	DET
bracis-33602	186	5	street	street	NOUN
bracis-33602	186	6	name	name	NOUN
bracis-33602	186	7	may	may	AUX
bracis-33602	186	8	be	be	AUX
bracis-33602	186	9	incorrectly	incorrectly	ADV
bracis-33602	186	10	identified	identify	VERB
bracis-33602	186	11	as	as	ADP
bracis-33602	186	12	a	a	DET
bracis-33602	186	13	person	person	NOUN
bracis-33602	186	14	’s	’s	PART
bracis-33602	186	15	name	name	NOUN
bracis-33602	186	16	.	.	PUNCT
bracis-33602	187	1	finally	finally	ADV
bracis-33602	187	2	,	,	PUNCT
bracis-33602	187	3	the	the	DET
bracis-33602	187	4	model	model	NOUN
bracis-33602	187	5	struggles	struggle	VERB
bracis-33602	187	6	to	to	PART
bracis-33602	187	7	identify	identify	VERB
bracis-33602	187	8	and	and	CCONJ
bracis-33602	187	9	correct	correct	VERB
bracis-33602	187	10	typographical	typographical	ADJ
bracis-33602	187	11	errors	error	NOUN
bracis-33602	187	12	in	in	ADP
bracis-33602	187	13	critical	critical	ADJ
bracis-33602	187	14	information	information	NOUN
bracis-33602	187	15	,	,	PUNCT
bracis-33602	187	16	such	such	ADJ
bracis-33602	187	17	as	as	ADP
bracis-33602	187	18	cpf	cpf	NOUN
bracis-33602	187	19	or	or	CCONJ
bracis-33602	187	20	phone	phone	NOUN
bracis-33602	187	21	numbers	number	NOUN
bracis-33602	187	22	.	.	PUNCT
bracis-33602	188	1	such	such	ADJ
bracis-33602	188	2	typographical	typographical	ADJ
bracis-33602	188	3	errors	error	NOUN
bracis-33602	188	4	,	,	PUNCT
bracis-33602	188	5	which	which	PRON
bracis-33602	188	6	may	may	AUX
bracis-33602	188	7	include	include	VERB
bracis-33602	188	8	spaces	space	NOUN
bracis-33602	188	9	or	or	CCONJ
bracis-33602	188	10	incorrect	incorrect	ADJ
bracis-33602	188	11	characters	character	NOUN
bracis-33602	188	12	inserted	insert	VERB
bracis-33602	188	13	between	between	ADP
bracis-33602	188	14	numbers	number	NOUN
bracis-33602	188	15	,	,	PUNCT
bracis-33602	188	16	are	be	AUX
bracis-33602	188	17	not	not	PART
bracis-33602	188	18	recognized	recognize	VERB
bracis-33602	188	19	by	by	ADP
bracis-33602	188	20	the	the	DET
bracis-33602	188	21	system	system	NOUN
bracis-33602	188	22	,	,	PUNCT
bracis-33602	188	23	potentially	potentially	ADV
bracis-33602	188	24	leading	lead	VERB
bracis-33602	188	25	to	to	ADP
bracis-33602	188	26	a	a	DET
bracis-33602	188	27	failure	failure	NOUN
bracis-33602	188	28	in	in	ADP
bracis-33602	188	29	properly	properly	ADV
bracis-33602	188	30	concealing	conceal	VERB
bracis-33602	188	31	these	these	DET
bracis-33602	188	32	sensitive	sensitive	ADJ
bracis-33602	188	33	data	datum	NOUN
bracis-33602	188	34	.	.	PUNCT
bracis-33602	189	1	this	this	DET
bracis-33602	189	2	issue	issue	NOUN
bracis-33602	189	3	is	be	AUX
bracis-33602	189	4	likely	likely	ADJ
bracis-33602	189	5	to	to	PART
bracis-33602	189	6	be	be	AUX
bracis-33602	189	7	addressed	address	VERB
bracis-33602	189	8	in	in	ADP
bracis-33602	189	9	subsequent	subsequent	ADJ
bracis-33602	189	10	work	work	NOUN
bracis-33602	189	11	through	through	ADP
bracis-33602	189	12	optimization	optimization	NOUN
bracis-33602	189	13	of	of	ADP
bracis-33602	189	14	the	the	DET
bracis-33602	189	15	transformer	transformer	NOUN
bracis-33602	189	16	model	model	NOUN
bracis-33602	189	17	.	.	PUNCT
bracis-33602	190	1	6	6	NUM
bracis-33602	190	2	conclusion	conclusion	NOUN
bracis-33602	190	3	this	this	DET
bracis-33602	190	4	study	study	NOUN
bracis-33602	190	5	addressed	address	VERB
bracis-33602	190	6	the	the	DET
bracis-33602	190	7	challenge	challenge	NOUN
bracis-33602	190	8	of	of	ADP
bracis-33602	190	9	pseudonymizing	pseudonymize	VERB
bracis-33602	190	10	personally	personally	ADV
bracis-33602	190	11	identifiable	identifiable	ADJ
bracis-33602	190	12	information	information	NOUN
bracis-33602	190	13	(	(	PUNCT
bracis-33602	190	14	pii	pii	NOUN
bracis-33602	190	15	)	)	PUNCT
bracis-33602	190	16	in	in	ADP
bracis-33602	190	17	legal	legal	ADJ
bracis-33602	190	18	texts	text	NOUN
bracis-33602	190	19	to	to	PART
bracis-33602	190	20	comply	comply	VERB
bracis-33602	190	21	with	with	ADP
bracis-33602	190	22	brazil	brazil	PROPN
bracis-33602	190	23	’s	’s	PART
bracis-33602	190	24	general	general	PROPN
bracis-33602	190	25	data	data	PROPN
bracis-33602	190	26	protection	protection	PROPN
bracis-33602	190	27	law	law	NOUN
bracis-33602	190	28	(	(	PUNCT
bracis-33602	190	29	lgpd	lgpd	PROPN
bracis-33602	190	30	)	)	PUNCT
bracis-33602	190	31	.	.	PUNCT
bracis-33602	191	1	we	we	PRON
bracis-33602	191	2	employed	employ	VERB
bracis-33602	191	3	artificial	artificial	ADJ
bracis-33602	191	4	intelligence	intelligence	NOUN
bracis-33602	191	5	technologies	technology	NOUN
bracis-33602	191	6	,	,	PUNCT
bracis-33602	191	7	including	include	VERB
bracis-33602	191	8	a	a	DET
bracis-33602	191	9	transformer	transformer	NOUN
bracis-33602	191	10	model	model	NOUN
bracis-33602	191	11	and	and	CCONJ
bracis-33602	191	12	regex	regex	PROPN
bracis-33602	191	13	techniques	technique	NOUN
bracis-33602	191	14	,	,	PUNCT
bracis-33602	191	15	to	to	PART
bracis-33602	191	16	effectively	effectively	ADV
bracis-33602	191	17	identify	identify	VERB
bracis-33602	191	18	and	and	CCONJ
bracis-33602	191	19	conceal	conceal	VERB
bracis-33602	191	20	pii	pii	PROPN
bracis-33602	191	21	.	.	PUNCT
bracis-33602	192	1	tests	test	NOUN
bracis-33602	192	2	revealed	reveal	VERB
bracis-33602	192	3	that	that	SCONJ
bracis-33602	192	4	although	although	SCONJ
bracis-33602	192	5	our	our	PRON
bracis-33602	192	6	model	model	NOUN
bracis-33602	192	7	showed	show	VERB
bracis-33602	192	8	good	good	ADJ
bracis-33602	192	9	initial	initial	ADJ
bracis-33602	192	10	results	result	NOUN
bracis-33602	192	11	,	,	PUNCT
bracis-33602	192	12	adjustments	adjustment	NOUN
bracis-33602	192	13	are	be	AUX
bracis-33602	192	14	necessary	necessary	ADJ
bracis-33602	192	15	to	to	PART
bracis-33602	192	16	enhance	enhance	VERB
bracis-33602	192	17	its	its	PRON
bracis-33602	192	18	precision	precision	NOUN
bracis-33602	192	19	and	and	CCONJ
bracis-33602	192	20	effectiveness	effectiveness	NOUN
bracis-33602	192	21	.	.	PUNCT
bracis-33602	193	1	the	the	DET
bracis-33602	193	2	conclusions	conclusion	NOUN
bracis-33602	193	3	highlight	highlight	VERB
bracis-33602	193	4	that	that	SCONJ
bracis-33602	193	5	the	the	DET
bracis-33602	193	6	combined	combined	ADJ
bracis-33602	193	7	approach	approach	NOUN
bracis-33602	193	8	of	of	ADP
bracis-33602	193	9	ner	ner	NOUN
bracis-33602	193	10	and	and	CCONJ
bracis-33602	193	11	regex	regex	PROPN
bracis-33602	193	12	is	be	AUX
bracis-33602	193	13	promising	promise	VERB
bracis-33602	193	14	,	,	PUNCT
bracis-33602	193	15	allowing	allow	VERB
bracis-33602	193	16	for	for	ADP
bracis-33602	193	17	more	more	ADV
bracis-33602	193	18	accurate	accurate	ADJ
bracis-33602	193	19	entity	entity	NOUN
bracis-33602	193	20	identification	identification	NOUN
bracis-33602	193	21	.	.	PUNCT
bracis-33602	194	1	however	however	ADV
bracis-33602	194	2	,	,	PUNCT
bracis-33602	194	3	methodological	methodological	ADJ
bracis-33602	194	4	limitations	limitation	NOUN
bracis-33602	194	5	include	include	VERB
bracis-33602	194	6	the	the	DET
bracis-33602	194	7	need	need	NOUN
bracis-33602	194	8	for	for	ADP
bracis-33602	194	9	ongoing	ongoing	ADJ
bracis-33602	194	10	adjustments	adjustment	NOUN
bracis-33602	194	11	to	to	ADP
bracis-33602	194	12	the	the	DET
bracis-33602	194	13	model	model	NOUN
bracis-33602	194	14	to	to	PART
bracis-33602	194	15	handle	handle	VERB
bracis-33602	194	16	atypical	atypical	ADJ
bracis-33602	194	17	cases	case	NOUN
bracis-33602	194	18	and	and	CCONJ
bracis-33602	194	19	the	the	DET
bracis-33602	194	20	reliance	reliance	NOUN
bracis-33602	194	21	on	on	ADP
bracis-33602	194	22	high	high	ADJ
bracis-33602	194	23	-	-	PUNCT
bracis-33602	194	24	quality	quality	NOUN
bracis-33602	194	25	training	training	NOUN
bracis-33602	194	26	data	datum	NOUN
bracis-33602	194	27	to	to	PART
bracis-33602	194	28	maintain	maintain	VERB
bracis-33602	194	29	accuracy	accuracy	NOUN
bracis-33602	194	30	.	.	PUNCT
bracis-33602	195	1	moreover	moreover	ADV
bracis-33602	195	2	,	,	PUNCT
bracis-33602	195	3	the	the	DET
bracis-33602	195	4	technique	technique	NOUN
bracis-33602	195	5	faces	face	VERB
bracis-33602	195	6	challenges	challenge	NOUN
bracis-33602	195	7	in	in	ADP
bracis-33602	195	8	consistently	consistently	ADV
bracis-33602	195	9	identifying	identify	VERB
bracis-33602	195	10	all	all	DET
bracis-33602	195	11	pii	pii	NOUN
bracis-33602	195	12	categories	category	NOUN
bracis-33602	195	13	,	,	PUNCT
bracis-33602	195	14	with	with	ADP
bracis-33602	195	15	some	some	DET
bracis-33602	195	16	entities	entity	NOUN
bracis-33602	195	17	like	like	ADP
bracis-33602	195	18	addresses	address	NOUN
bracis-33602	195	19	showing	show	VERB
bracis-33602	195	20	lower	low	ADJ
bracis-33602	195	21	results	result	NOUN
bracis-33602	195	22	compared	compare	VERB
bracis-33602	195	23	to	to	ADP
bracis-33602	195	24	others	other	NOUN
bracis-33602	195	25	,	,	PUNCT
bracis-33602	195	26	such	such	ADJ
bracis-33602	195	27	as	as	ADP
bracis-33602	195	28	cpfs	cpf	NOUN
bracis-33602	195	29	and	and	CCONJ
bracis-33602	195	30	emails	email	NOUN
bracis-33602	195	31	.	.	PUNCT
bracis-33602	196	1	in	in	ADP
bracis-33602	196	2	summary	summary	NOUN
bracis-33602	196	3	,	,	PUNCT
bracis-33602	196	4	while	while	SCONJ
bracis-33602	196	5	initial	initial	ADJ
bracis-33602	196	6	results	result	NOUN
bracis-33602	196	7	on	on	ADP
bracis-33602	196	8	synthetic	synthetic	ADJ
bracis-33602	196	9	data	datum	NOUN
bracis-33602	196	10	were	be	AUX
bracis-33602	196	11	promising	promise	VERB
bracis-33602	196	12	,	,	PUNCT
bracis-33602	196	13	tests	test	NOUN
bracis-33602	196	14	on	on	ADP
bracis-33602	196	15	real	real	ADJ
bracis-33602	196	16	data	datum	NOUN
bracis-33602	196	17	are	be	AUX
bracis-33602	196	18	necessary	necessary	ADJ
bracis-33602	196	19	to	to	PART
bracis-33602	196	20	ensure	ensure	VERB
bracis-33602	196	21	the	the	DET
bracis-33602	196	22	model	model	NOUN
bracis-33602	196	23	’s	’s	PART
bracis-33602	196	24	effectiveness	effectiveness	NOUN
bracis-33602	196	25	in	in	ADP
bracis-33602	196	26	practical	practical	ADJ
bracis-33602	196	27	environments	environment	NOUN
bracis-33602	196	28	.	.	PUNCT
bracis-33602	197	1	the	the	DET
bracis-33602	197	2	main	main	ADJ
bracis-33602	197	3	advantage	advantage	NOUN
bracis-33602	197	4	of	of	ADP
bracis-33602	197	5	the	the	DET
bracis-33602	197	6	proposed	propose	VERB
bracis-33602	197	7	model	model	NOUN
bracis-33602	197	8	is	be	AUX
bracis-33602	197	9	its	its	PRON
bracis-33602	197	10	lightweight	lightweight	ADJ
bracis-33602	197	11	nature	nature	NOUN
bracis-33602	197	12	,	,	PUNCT
bracis-33602	197	13	allowing	allow	VERB
bracis-33602	197	14	it	it	PRON
bracis-33602	197	15	to	to	PART
bracis-33602	197	16	operate	operate	VERB
bracis-33602	197	17	on	on	ADP
bracis-33602	197	18	systems	system	NOUN
bracis-33602	197	19	with	with	ADP
bracis-33602	197	20	less	less	ADJ
bracis-33602	197	21	computational	computational	ADJ
bracis-33602	197	22	capacity	capacity	NOUN
bracis-33602	197	23	.	.	PUNCT
bracis-33602	198	1	this	this	DET
bracis-33602	198	2	feature	feature	NOUN
bracis-33602	198	3	makes	make	VERB
bracis-33602	198	4	the	the	DET
bracis-33602	198	5	model	model	NOUN
bracis-33602	198	6	particularly	particularly	ADV
bracis-33602	198	7	valuable	valuable	ADJ
bracis-33602	198	8	for	for	ADP
bracis-33602	198	9	applications	application	NOUN
bracis-33602	198	10	in	in	ADP
bracis-33602	198	11	resource	resource	NOUN
bracis-33602	198	12	-	-	PUNCT
bracis-33602	198	13	limited	limit	VERB
bracis-33602	198	14	environments	environment	NOUN
bracis-33602	198	15	or	or	CCONJ
bracis-33602	198	16	where	where	SCONJ
bracis-33602	198	17	processing	processing	NOUN
bracis-33602	198	18	speed	speed	NOUN
bracis-33602	198	19	is	be	AUX
bracis-33602	198	20	crucial	crucial	ADJ
bracis-33602	198	21	.	.	PUNCT
bracis-33602	199	1	7	7	NUM
bracis-33602	199	2	future	future	ADJ
bracis-33602	199	3	work	work	NOUN
bracis-33602	199	4	for	for	ADP
bracis-33602	199	5	future	future	ADJ
bracis-33602	199	6	work	work	NOUN
bracis-33602	199	7	,	,	PUNCT
bracis-33602	199	8	one	one	NUM
bracis-33602	199	9	of	of	ADP
bracis-33602	199	10	the	the	DET
bracis-33602	199	11	main	main	ADJ
bracis-33602	199	12	intentions	intention	NOUN
bracis-33602	199	13	is	be	AUX
bracis-33602	199	14	to	to	PART
bracis-33602	199	15	mitigate	mitigate	VERB
bracis-33602	199	16	the	the	DET
bracis-33602	199	17	limitations	limitation	NOUN
bracis-33602	199	18	of	of	ADP
bracis-33602	199	19	the	the	DET
bracis-33602	199	20	current	current	ADJ
bracis-33602	199	21	model	model	NOUN
bracis-33602	199	22	,	,	PUNCT
bracis-33602	199	23	especially	especially	ADV
bracis-33602	199	24	in	in	ADP
bracis-33602	199	25	terms	term	NOUN
bracis-33602	199	26	of	of	ADP
bracis-33602	199	27	consistency	consistency	NOUN
bracis-33602	199	28	in	in	ADP
bracis-33602	199	29	entity	entity	NOUN
bracis-33602	199	30	identification	identification	NOUN
bracis-33602	199	31	and	and	CCONJ
bracis-33602	199	32	error	error	NOUN
bracis-33602	199	33	reduction	reduction	NOUN
bracis-33602	199	34	,	,	PUNCT
bracis-33602	199	35	such	such	ADJ
bracis-33602	199	36	as	as	ADP
bracis-33602	199	37	false	false	ADJ
bracis-33602	199	38	positives	positive	NOUN
bracis-33602	199	39	and	and	CCONJ
bracis-33602	199	40	the	the	DET
bracis-33602	199	41	non	non	ADJ
bracis-33602	199	42	-	-	ADJ
bracis-33602	199	43	cross	cross	ADJ
bracis-33602	199	44	-	-	ADJ
bracis-33602	199	45	referencing	referencing	NOUN
bracis-33602	199	46	of	of	ADP
bracis-33602	199	47	named	name	VERB
bracis-33602	199	48	entities	entity	NOUN
bracis-33602	199	49	.	.	PUNCT
bracis-33602	200	1	the	the	DET
bracis-33602	200	2	idea	idea	NOUN
bracis-33602	200	3	is	be	AUX
bracis-33602	200	4	to	to	PART
bracis-33602	200	5	refine	refine	VERB
bracis-33602	200	6	the	the	DET
bracis-33602	200	7	existing	exist	VERB
bracis-33602	200	8	model	model	NOUN
bracis-33602	200	9	and	and	CCONJ
bracis-33602	200	10	incorporate	incorporate	VERB
bracis-33602	200	11	more	more	ADV
bracis-33602	200	12	precise	precise	ADJ
bracis-33602	200	13	feedback	feedback	NOUN
bracis-33602	200	14	in	in	ADP
bracis-33602	200	15	the	the	DET
bracis-33602	200	16	model	model	NOUN
bracis-33602	200	17	training	training	NOUN
bracis-33602	200	18	phase	phase	NOUN
bracis-33602	200	19	to	to	PART
bracis-33602	200	20	improve	improve	VERB
bracis-33602	200	21	its	its	PRON
bracis-33602	200	22	accuracy	accuracy	NOUN
bracis-33602	200	23	and	and	CCONJ
bracis-33602	200	24	efficiency	efficiency	NOUN
bracis-33602	200	25	.	.	PUNCT
bracis-33602	201	1	plans	plan	NOUN
bracis-33602	201	2	also	also	ADV
bracis-33602	201	3	include	include	VERB
bracis-33602	201	4	developing	develop	VERB
bracis-33602	201	5	an	an	DET
bracis-33602	201	6	interactive	interactive	ADJ
bracis-33602	201	7	model	model	NOUN
bracis-33602	201	8	that	that	PRON
bracis-33602	201	9	learns	learn	VERB
bracis-33602	201	10	from	from	ADP
bracis-33602	201	11	corrections	correction	NOUN
bracis-33602	201	12	made	make	VERB
bracis-33602	201	13	by	by	ADP
bracis-33602	201	14	users	user	NOUN
bracis-33602	201	15	.	.	PUNCT
bracis-33602	202	1	this	this	DET
bracis-33602	202	2	active	active	ADJ
bracis-33602	202	3	learning	learning	NOUN
bracis-33602	202	4	approach	approach	NOUN
bracis-33602	202	5	will	will	AUX
bracis-33602	202	6	allow	allow	VERB
bracis-33602	202	7	the	the	DET
bracis-33602	202	8	system	system	NOUN
bracis-33602	202	9	to	to	PART
bracis-33602	202	10	continuously	continuously	ADV
bracis-33602	202	11	refine	refine	VERB
bracis-33602	202	12	its	its	PRON
bracis-33602	202	13	identification	identification	NOUN
bracis-33602	202	14	and	and	CCONJ
bracis-33602	202	15	categorization	categorization	NOUN
bracis-33602	202	16	of	of	ADP
bracis-33602	202	17	pii	pii	PROPN
bracis-33602	202	18	,	,	PUNCT
bracis-33602	202	19	adjusting	adjust	VERB
bracis-33602	202	20	to	to	ADP
bracis-33602	202	21	the	the	DET
bracis-33602	202	22	peculiarities	peculiarity	NOUN
bracis-33602	202	23	of	of	ADP
bracis-33602	202	24	legal	legal	ADJ
bracis-33602	202	25	text	text	NOUN
bracis-33602	202	26	and	and	CCONJ
bracis-33602	202	27	the	the	DET
bracis-33602	202	28	specific	specific	ADJ
bracis-33602	202	29	pseudonymization	pseudonymization	NOUN
bracis-33602	202	30	preferences	preference	NOUN
bracis-33602	202	31	of	of	ADP
bracis-33602	202	32	the	the	DET
bracis-33602	202	33	user	user	NOUN
bracis-33602	202	34	.	.	PUNCT
bracis-33602	203	1	lastly	lastly	ADV
bracis-33602	203	2	,	,	PUNCT
bracis-33602	203	3	one	one	NUM
bracis-33602	203	4	of	of	ADP
bracis-33602	203	5	the	the	DET
bracis-33602	203	6	focuses	focus	NOUN
bracis-33602	203	7	will	will	AUX
bracis-33602	203	8	be	be	AUX
bracis-33602	203	9	on	on	ADP
bracis-33602	203	10	identifying	identify	VERB
bracis-33602	203	11	new	new	ADJ
bracis-33602	203	12	terms	term	NOUN
bracis-33602	203	13	related	relate	VERB
bracis-33602	203	14	to	to	ADP
bracis-33602	203	15	pii	pii	PROPN
bracis-33602	203	16	that	that	PRON
bracis-33602	203	17	are	be	AUX
bracis-33602	203	18	continually	continually	ADV
bracis-33602	203	19	emerging	emerge	VERB
bracis-33602	203	20	with	with	ADP
bracis-33602	203	21	changes	change	NOUN
bracis-33602	203	22	in	in	ADP
bracis-33602	203	23	data	datum	NOUN
bracis-33602	203	24	collection	collection	NOUN
bracis-33602	203	25	practices	practice	NOUN
bracis-33602	203	26	and	and	CCONJ
bracis-33602	203	27	legislation	legislation	NOUN
bracis-33602	203	28	.	.	PUNCT
bracis-33602	204	1	recognizing	recognize	VERB
bracis-33602	204	2	that	that	SCONJ
bracis-33602	204	3	new	new	ADJ
bracis-33602	204	4	types	type	NOUN
bracis-33602	204	5	of	of	ADP
bracis-33602	204	6	personal	personal	ADJ
bracis-33602	204	7	data	datum	NOUN
bracis-33602	204	8	may	may	AUX
bracis-33602	204	9	arise	arise	VERB
bracis-33602	204	10	,	,	PUNCT
bracis-33602	204	11	the	the	DET
bracis-33602	204	12	model	model	NOUN
bracis-33602	204	13	needs	need	VERB
bracis-33602	204	14	to	to	PART
bracis-33602	204	15	be	be	AUX
bracis-33602	204	16	prepared	prepare	VERB
bracis-33602	204	17	and	and	CCONJ
bracis-33602	204	18	ready	ready	ADJ
bracis-33602	204	19	to	to	PART
bracis-33602	204	20	respond	respond	VERB
bracis-33602	204	21	to	to	ADP
bracis-33602	204	22	these	these	DET
bracis-33602	204	23	new	new	ADJ
bracis-33602	204	24	demands	demand	NOUN
bracis-33602	204	25	,	,	PUNCT
bracis-33602	204	26	enabling	enable	VERB
bracis-33602	204	27	all	all	DET
bracis-33602	204	28	forms	form	NOUN
bracis-33602	204	29	of	of	ADP
bracis-33602	204	30	pii	pii	PROPN
bracis-33602	204	31	to	to	PART
bracis-33602	204	32	be	be	AUX
bracis-33602	204	33	adequately	adequately	ADV
bracis-33602	204	34	identified	identify	VERB
bracis-33602	204	35	and	and	CCONJ
bracis-33602	204	36	protected	protect	VERB
bracis-33602	204	37	in	in	ADP
bracis-33602	204	38	accordance	accordance	NOUN
bracis-33602	204	39	with	with	ADP
bracis-33602	204	40	the	the	DET
bracis-33602	204	41	latest	late	ADJ
bracis-33602	204	42	legal	legal	ADJ
bracis-33602	204	43	and	and	CCONJ
bracis-33602	204	44	ethical	ethical	ADJ
bracis-33602	204	45	standards	standard	NOUN
bracis-33602	204	46	.	.	PUNCT
bracis-33602	205	1	notes	note	NOUN
bracis-33602	205	2	1.https://www.cnmp.mp.br/portal/images/calj/resolucoes/resoluo-281-de-2023.pdf	1.https://www.cnmp.mp.br/portal/images/calj/resolucoes/resoluo-281-de-2023.pdf	PROPN
bracis-33602	205	3	.	.	PUNCT
bracis-33602	206	1	2.https://www.planalto.gov.br/ccivil_03/_ato2015-2018/2018/lei/l13709.htm	2.https://www.planalto.gov.br/ccivil_03/_ato2015-2018/2018/lei/l13709.htm	X
bracis-33602	206	2	.	.	PUNCT
bracis-33602	207	1	3.https://www.serpro.gov.br/lgpd/menu/protecao-de-dados/dados-pessoais-lgpd	3.https://www.serpro.gov.br/lgpd/menu/protecao-de-dados/dados-pessoais-lgpd	NUM
bracis-33602	207	2	.	.	PUNCT
bracis-33602	208	1	4.https://www.cnmp.mp.br/portal/images/calj/resolucoes/resoluo-281-de-2023.pdf	4.https://www.cnmp.mp.br/portal/images/calj/resolucoes/resoluo-281-de-2023.pdf	NUM
bracis-33602	208	2	.	.	PUNCT
bracis-33602	209	1	5.https://huggingface.co/transformers/model_doc/rag.html	5.https://huggingface.co/transformers/model_doc/rag.html	NUM
bracis-33602	209	2	.	.	PUNCT
bracis-33602	210	1	6.https://huggingface.co/datasets/lener_br	6.https://huggingface.co/datasets/lener_br	X
bracis-33602	210	2	.	.	PUNCT
bracis-33602	211	1	7.https://faker.readthedocs.io/en/master/.	7.https://faker.readthedocs.io/en/master/.	NOUN
bracis-33602	211	2	8.https://llama.meta.com/llama3	8.https://llama.meta.com/llama3	NOUN
bracis-33602	211	3	.	.	PUNCT
bracis-33602	212	1	9.https://github.com/celiudos/paper_bracis_2024	9.https://github.com/celiudos/paper_bracis_2024	NUM
bracis-33602	212	2	.	.	NOUN
bracis-33602	213	1	10.https://huggingface.co/pierreguillou/ner-bert-large-cased-pt-lenerbr	10.https://huggingface.co/pierreguillou/ner-bert-large-cased-pt-lenerbr	NUM
bracis-33602	213	2	.	.	PUNCT
bracis-33602	214	1	references	reference	NOUN
bracis-33602	214	2	de	de	PROPN
bracis-33602	214	3	 	 	SPACE
bracis-33602	214	4	andrade	andrade	PROPN
bracis-33602	214	5	,	,	PUNCT
bracis-33602	214	6	c.m	c.m	PROPN
bracis-33602	214	7	.	.	PROPN
bracis-33602	214	8	,	,	PUNCT
bracis-33602	214	9	et	et	PROPN
bracis-33602	214	10	al	al	PROPN
bracis-33602	214	11	.	.	PUNCT
bracis-33602	214	12	:	:	PUNCT
bracis-33602	214	13	promptner	promptner	NOUN
bracis-33602	214	14	:	:	PUNCT
bracis-33602	214	15	uma	uma	PROPN
bracis-33602	214	16	abordagem	abordagem	PROPN
bracis-33602	214	17	para	para	PROPN
bracis-33602	214	18	reconhecimento	reconhecimento	PROPN
bracis-33602	214	19	de	de	PROPN
bracis-33602	214	20	entidades	entidades	PROPN
bracis-33602	214	21	nomeadas	nomeadas	PROPN
bracis-33602	214	22	em	em	PRON
bracis-33602	214	23	dados	dado	VERB
bracis-33602	214	24	sensíveis	sensíveis	PROPN
bracis-33602	214	25	a	a	DET
bracis-33602	214	26	partir	partir	X
bracis-33602	214	27	de	de	X
bracis-33602	214	28	instâncias	instâncias	PROPN
bracis-33602	214	29	rotuladas	rotuladas	PROPN
bracis-33602	214	30	automaticamente	automaticamente	PROPN
bracis-33602	214	31	.	.	PUNCT
bracis-33602	215	1	in	in	ADP
bracis-33602	215	2	:	:	PUNCT
bracis-33602	215	3	anais	anais	PROPN
bracis-33602	215	4	do	do	AUX
bracis-33602	215	5	xxxviii	xxxviii	PROPN
bracis-33602	215	6	simpósio	simpósio	PROPN
bracis-33602	215	7	brasileiro	brasileiro	PROPN
bracis-33602	215	8	de	de	PROPN
bracis-33602	215	9	bancos	bancos	PROPN
bracis-33602	215	10	de	de	X
bracis-33602	215	11	dados	dados	PROPN
bracis-33602	215	12	,	,	PUNCT
bracis-33602	215	13	pp	pp	ADJ
bracis-33602	215	14	.	.	PUNCT
bracis-33602	216	1	269–281	269–281	NUM
bracis-33602	216	2	.	.	PUNCT
bracis-33602	216	3	sbc	sbc	NOUN
bracis-33602	216	4	(	(	PUNCT
bracis-33602	216	5	2023	2023	NUM
bracis-33602	216	6	)	)	PUNCT
bracis-33602	216	7	google	google	NOUN
bracis-33602	216	8	scholar	scholar	NOUN
bracis-33602	216	9	  	  	SPACE
bracis-33602	216	10	luz	luz	PROPN
bracis-33602	216	11	de	de	PROPN
bracis-33602	216	12	araujo	araujo	PROPN
bracis-33602	216	13	,	,	PUNCT
bracis-33602	216	14	p.h	p.h	PROPN
bracis-33602	216	15	.	.	PROPN
bracis-33602	216	16	,	,	PUNCT
bracis-33602	216	17	de	de	PROPN
bracis-33602	216	18	campos	campos	PROPN
bracis-33602	216	19	,	,	PUNCT
bracis-33602	216	20	t.e	t.e	PROPN
bracis-33602	216	21	.	.	PROPN
bracis-33602	216	22	,	,	PUNCT
bracis-33602	216	23	de	de	PROPN
bracis-33602	216	24	oliveira	oliveira	PROPN
bracis-33602	216	25	,	,	PUNCT
bracis-33602	216	26	r.r.r	r.r.r	ADV
bracis-33602	216	27	.	.	PROPN
bracis-33602	216	28	,	,	PUNCT
bracis-33602	216	29	stauffer	stauffer	PROPN
bracis-33602	216	30	,	,	PUNCT
bracis-33602	216	31	m.	m.	NOUN
bracis-33602	216	32	,	,	PUNCT
bracis-33602	216	33	couto	couto	PROPN
bracis-33602	216	34	,	,	PUNCT
bracis-33602	216	35	s.	s.	PROPN
bracis-33602	216	36	,	,	PUNCT
bracis-33602	216	37	bermejo	bermejo	ADJ
bracis-33602	216	38	,	,	PUNCT
bracis-33602	216	39	p.	p.	NOUN
bracis-33602	216	40	:	:	PUNCT
bracis-33602	216	41	lener	lener	NOUN
bracis-33602	216	42	-	-	PUNCT
bracis-33602	216	43	br	br	NOUN
bracis-33602	216	44	:	:	PUNCT
bracis-33602	216	45	a	a	DET
bracis-33602	216	46	dataset	dataset	NOUN
bracis-33602	216	47	for	for	ADP
bracis-33602	216	48	named	name	VERB
bracis-33602	216	49	entity	entity	NOUN
bracis-33602	216	50	recognition	recognition	NOUN
bracis-33602	216	51	in	in	ADP
bracis-33602	216	52	brazilian	brazilian	ADJ
bracis-33602	216	53	legal	legal	ADJ
bracis-33602	216	54	text	text	NOUN
bracis-33602	216	55	.	.	PUNCT
bracis-33602	217	1	in	in	ADP
bracis-33602	217	2	:	:	PUNCT
bracis-33602	217	3	villavicencio	villavicencio	PROPN
bracis-33602	217	4	,	,	PUNCT
bracis-33602	217	5	a.	a.	PROPN
bracis-33602	217	6	,	,	PUNCT
bracis-33602	217	7	et	et	PROPN
bracis-33602	217	8	al	al	PROPN
bracis-33602	217	9	.	.	PUNCT
bracis-33602	217	10	(	(	PUNCT
bracis-33602	217	11	eds	ed	NOUN
bracis-33602	217	12	.	.	PUNCT
bracis-33602	217	13	)	)	PUNCT
bracis-33602	217	14	propor	propor	ADJ
bracis-33602	217	15	2018	2018	NUM
bracis-33602	217	16	.	.	PUNCT
bracis-33602	218	1	lncs	lncs	PROPN
bracis-33602	218	2	(	(	PUNCT
bracis-33602	218	3	lnai	lnai	ADJ
bracis-33602	218	4	)	)	PUNCT
bracis-33602	218	5	,	,	PUNCT
bracis-33602	218	6	vol	vol	NOUN
bracis-33602	218	7	.	.	PROPN
bracis-33602	218	8	11122	11122	NUM
bracis-33602	218	9	,	,	PUNCT
bracis-33602	218	10	pp	pp	ADJ
bracis-33602	218	11	.	.	PUNCT
bracis-33602	219	1	313–323	313–323	NUM
bracis-33602	219	2	.	.	PUNCT
bracis-33602	219	3	springer	springer	NOUN
bracis-33602	219	4	,	,	PUNCT
bracis-33602	219	5	cham	cham	PROPN
bracis-33602	219	6	(	(	PUNCT
bracis-33602	219	7	2018	2018	NUM
bracis-33602	219	8	)	)	PUNCT
bracis-33602	219	9	.	.	PUNCT
bracis-33602	220	1	https://doi.org/10.1007/978-3-319-99722-3_32	https://doi.org/10.1007/978-3-319-99722-3_32	PROPN
bracis-33602	220	2	chapter	chapter	NOUN
bracis-33602	220	3	  	  	SPACE
bracis-33602	220	4	math	math	NOUN
bracis-33602	220	5	  	  	SPACE
bracis-33602	220	6	google	google	PROPN
bracis-33602	220	7	scholar	scholar	NOUN
bracis-33602	220	8	  	  	SPACE
bracis-33602	220	9	de	de	ADP
bracis-33602	220	10	 	 	SPACE
bracis-33602	220	11	dados	dado	NOUN
bracis-33602	220	12	 	 	SPACE
bracis-33602	220	13	pessoais	pessoais	NOUN
bracis-33602	220	14	,	,	PUNCT
bracis-33602	220	15	p.	p.	NOUN
bracis-33602	220	16	:	:	PUNCT
bracis-33602	220	17	lgpd	lgpd	PROPN
bracis-33602	220	18	(	(	PUNCT
bracis-33602	220	19	2020	2020	NUM
bracis-33602	220	20	)	)	PUNCT
bracis-33602	220	21	google	google	NOUN
bracis-33602	220	22	scholar	scholar	NOUN
bracis-33602	220	23	  	  	SPACE
bracis-33602	220	24	fredriksson	fredriksson	NOUN
bracis-33602	220	25	,	,	PUNCT
bracis-33602	220	26	t.	t.	PROPN
bracis-33602	220	27	,	,	PUNCT
bracis-33602	220	28	mattos	mattos	PROPN
bracis-33602	220	29	,	,	PUNCT
bracis-33602	220	30	d.i	d.i	PROPN
bracis-33602	220	31	.	.	PROPN
bracis-33602	220	32	,	,	PUNCT
bracis-33602	220	33	bosch	bosch	PROPN
bracis-33602	220	34	,	,	PUNCT
bracis-33602	220	35	j.	j.	PROPN
bracis-33602	220	36	,	,	PUNCT
bracis-33602	220	37	olsson	olsson	PROPN
bracis-33602	220	38	,	,	PUNCT
bracis-33602	220	39	h.h	h.h	PROPN
bracis-33602	220	40	.	.	PROPN
bracis-33602	220	41	:	:	PUNCT
bracis-33602	221	1	data	datum	NOUN
bracis-33602	221	2	labeling	labeling	NOUN
bracis-33602	221	3	:	:	PUNCT
bracis-33602	221	4	an	an	DET
bracis-33602	221	5	empirical	empirical	ADJ
bracis-33602	221	6	investigation	investigation	NOUN
bracis-33602	221	7	into	into	ADP
bracis-33602	221	8	industrial	industrial	ADJ
bracis-33602	221	9	challenges	challenge	NOUN
bracis-33602	221	10	and	and	CCONJ
bracis-33602	221	11	mitigation	mitigation	NOUN
bracis-33602	221	12	strategies	strategy	NOUN
bracis-33602	221	13	.	.	PUNCT
bracis-33602	222	1	in	in	ADP
bracis-33602	222	2	:	:	PUNCT
bracis-33602	222	3	product	product	NOUN
bracis-33602	222	4	-	-	PUNCT
bracis-33602	222	5	focused	focus	VERB
bracis-33602	222	6	software	software	NOUN
bracis-33602	222	7	process	process	NOUN
bracis-33602	222	8	improvement	improvement	NOUN
bracis-33602	222	9	:	:	PUNCT
bracis-33602	222	10	21st	21st	ADJ
bracis-33602	222	11	international	international	ADJ
bracis-33602	222	12	conference	conference	NOUN
bracis-33602	222	13	,	,	PUNCT
bracis-33602	222	14	profes	profes	X
bracis-33602	222	15	2020	2020	NUM
bracis-33602	222	16	,	,	PUNCT
bracis-33602	222	17	turin	turin	PROPN
bracis-33602	222	18	,	,	PUNCT
bracis-33602	222	19	italy	italy	PROPN
bracis-33602	222	20	,	,	PUNCT
bracis-33602	222	21	25–27	25–27	NUM
bracis-33602	222	22	november	november	PROPN
bracis-33602	222	23	2020	2020	NUM
bracis-33602	222	24	,	,	PUNCT
bracis-33602	222	25	proceedings	proceeding	NOUN
bracis-33602	222	26	,	,	PUNCT
bracis-33602	222	27	pp	pp	ADV
bracis-33602	222	28	.	.	PUNCT
bracis-33602	223	1	202–216	202–216	NUM
bracis-33602	223	2	.	.	PUNCT
bracis-33602	223	3	springer	springer	NOUN
bracis-33602	223	4	,	,	PUNCT
bracis-33602	223	5	heidelberg	heidelberg	PROPN
bracis-33602	223	6	(	(	PUNCT
bracis-33602	223	7	2020	2020	NUM
bracis-33602	223	8	)	)	PUNCT
bracis-33602	223	9	.	.	PUNCT
bracis-33602	224	1	https://doi.org/10.1007/978-3-030-64148-1_13	https://doi.org/10.1007/978-3-030-64148-1_13	PUNCT
bracis-33602	224	2	murthy	murthy	ADJ
bracis-33602	224	3	,	,	PUNCT
bracis-33602	224	4	g.	g.	PROPN
bracis-33602	224	5	,	,	PUNCT
bracis-33602	224	6	abhi	abhi	PROPN
bracis-33602	224	7	,	,	PUNCT
bracis-33602	224	8	s.	s.	PROPN
bracis-33602	224	9	,	,	PUNCT
bracis-33602	224	10	agarwal	agarwal	PROPN
bracis-33602	224	11	,	,	PUNCT
bracis-33602	224	12	r.	r.	PROPN
bracis-33602	224	13	:	:	PUNCT
bracis-33602	224	14	a	a	DET
bracis-33602	224	15	hybrid	hybrid	ADJ
bracis-33602	224	16	resume	resume	NOUN
bracis-33602	224	17	parser	parser	NOUN
bracis-33602	224	18	and	and	CCONJ
bracis-33602	224	19	matcher	matcher	NOUN
bracis-33602	224	20	using	use	VERB
bracis-33602	224	21	regex	regex	PROPN
bracis-33602	224	22	and	and	CCONJ
bracis-33602	224	23	ner	ner	NOUN
bracis-33602	224	24	.	.	PUNCT
bracis-33602	225	1	in	in	ADP
bracis-33602	225	2	:	:	PUNCT
bracis-33602	225	3	2023	2023	NUM
bracis-33602	225	4	international	international	ADJ
bracis-33602	225	5	conference	conference	NOUN
bracis-33602	225	6	on	on	ADP
bracis-33602	225	7	advances	advance	NOUN
bracis-33602	225	8	in	in	ADP
bracis-33602	225	9	computation	computation	NOUN
bracis-33602	225	10	,	,	PUNCT
bracis-33602	225	11	communication	communication	NOUN
bracis-33602	225	12	and	and	CCONJ
bracis-33602	225	13	information	information	NOUN
bracis-33602	225	14	technology	technology	NOUN
bracis-33602	225	15	(	(	PUNCT
bracis-33602	225	16	icaiccit	icaiccit	NOUN
bracis-33602	225	17	)	)	PUNCT
bracis-33602	225	18	,	,	PUNCT
bracis-33602	225	19	pp	pp	ADJ
bracis-33602	225	20	.	.	PUNCT
bracis-33602	225	21	24–29	24–29	NUM
bracis-33602	225	22	.	.	PUNCT
bracis-33602	226	1	ieee	ieee	NOUN
bracis-33602	226	2	(	(	PUNCT
bracis-33602	226	3	2023	2023	NUM
bracis-33602	226	4	)	)	PUNCT
bracis-33602	226	5	google	google	PROPN
bracis-33602	226	6	scholar	scholar	NOUN
bracis-33602	226	7	  	  	SPACE
bracis-33602	226	8	lewis	lewis	PROPN
bracis-33602	226	9	,	,	PUNCT
bracis-33602	226	10	p.s.h	p.s.h	NOUN
bracis-33602	226	11	.	.	PROPN
bracis-33602	226	12	,	,	PUNCT
bracis-33602	226	13	et	et	PROPN
bracis-33602	226	14	al	al	PROPN
bracis-33602	226	15	.	.	PROPN
bracis-33602	226	16	:	:	PUNCT
bracis-33602	226	17	retrieval	retrieval	NOUN
bracis-33602	226	18	-	-	PUNCT
bracis-33602	226	19	augmented	augment	VERB
bracis-33602	226	20	generation	generation	NOUN
bracis-33602	226	21	for	for	ADP
bracis-33602	226	22	knowledge	knowledge	NOUN
bracis-33602	226	23	-	-	PUNCT
bracis-33602	226	24	intensive	intensive	ADJ
bracis-33602	226	25	nlp	nlp	NOUN
bracis-33602	226	26	tasks	task	NOUN
bracis-33602	226	27	.	.	PUNCT
bracis-33602	227	1	corr	corr	PROPN
bracis-33602	227	2	abs/2005.11401	abs/2005.11401	ADP
bracis-33602	227	3	(	(	PUNCT
bracis-33602	227	4	2020	2020	NUM
bracis-33602	227	5	)	)	PUNCT
bracis-33602	227	6	.	.	PUNCT
bracis-33602	228	1	2005.11401	2005.11401	NOUN
bracis-33602	228	2	google	google	PROPN
bracis-33602	228	3	scholar	scholar	NOUN
bracis-33602	228	4	  	  	SPACE
bracis-33602	228	5	mota	mota	NOUN
bracis-33602	228	6	,	,	PUNCT
bracis-33602	228	7	c.c	c.c	PROPN
bracis-33602	228	8	.	.	PROPN
bracis-33602	228	9	,	,	PUNCT
bracis-33602	228	10	nascimento	nascimento	PROPN
bracis-33602	228	11	,	,	PUNCT
bracis-33602	228	12	a.c	a.c	PROPN
bracis-33602	228	13	.	.	PROPN
bracis-33602	228	14	,	,	PUNCT
bracis-33602	228	15	miranda	miranda	PROPN
bracis-33602	228	16	,	,	PUNCT
bracis-33602	228	17	p.b	p.b	PROPN
bracis-33602	228	18	.	.	PROPN
bracis-33602	228	19	,	,	PUNCT
bracis-33602	228	20	mello	mello	PROPN
bracis-33602	228	21	,	,	PUNCT
bracis-33602	228	22	r.f	r.f	PROPN
bracis-33602	228	23	.	.	PROPN
bracis-33602	228	24	,	,	PUNCT
bracis-33602	228	25	maldonado	maldonado	PROPN
bracis-33602	228	26	,	,	PUNCT
bracis-33602	228	27	i.w	i.w	PROPN
bracis-33602	228	28	.	.	PROPN
bracis-33602	228	29	,	,	PUNCT
bracis-33602	228	30	coelho	coelho	PROPN
bracis-33602	228	31	 	 	SPACE
bracis-33602	228	32	filho	filho	PROPN
bracis-33602	228	33	,	,	PUNCT
bracis-33602	228	34	j.l	j.l	PROPN
bracis-33602	228	35	.	.	PROPN
bracis-33602	228	36	:	:	PUNCT
bracis-33602	229	1	reconhecimento	reconhecimento	PROPN
bracis-33602	229	2	de	de	PROPN
bracis-33602	229	3	entidades	entidades	PROPN
bracis-33602	229	4	nomeadas	nomeadas	PROPN
bracis-33602	229	5	em	em	PRON
bracis-33602	229	6	documentos	documentos	PROPN
bracis-33602	229	7	jurídicos	jurídico	NOUN
bracis-33602	229	8	em	em	PRON
bracis-33602	229	9	português	português	PROPN
bracis-33602	229	10	utilizando	utilizando	PROPN
bracis-33602	229	11	redes	redes	PROPN
bracis-33602	229	12	neurais	neurais	PROPN
bracis-33602	229	13	.	.	PUNCT
bracis-33602	230	1	in	in	ADP
bracis-33602	230	2	:	:	PUNCT
bracis-33602	230	3	anais	anais	PROPN
bracis-33602	230	4	do	do	VERB
bracis-33602	230	5	xviii	xviii	X
bracis-33602	230	6	encontro	encontro	ADJ
bracis-33602	230	7	nacional	nacional	ADJ
bracis-33602	230	8	de	de	X
bracis-33602	230	9	inteligência	inteligência	PROPN
bracis-33602	230	10	artificial	artificial	PROPN
bracis-33602	230	11	e	e	NOUN
bracis-33602	230	12	computacional	computacional	NOUN
bracis-33602	230	13	,	,	PUNCT
bracis-33602	230	14	pp	pp	ADJ
bracis-33602	230	15	.	.	PUNCT
bracis-33602	231	1	130–140	130–140	NUM
bracis-33602	231	2	.	.	PUNCT
bracis-33602	232	1	sbc	sbc	NOUN
bracis-33602	232	2	(	(	PUNCT
bracis-33602	232	3	2021	2021	NUM
bracis-33602	232	4	)	)	PUNCT
bracis-33602	232	5	google	google	PROPN
bracis-33602	232	6	scholar	scholar	NOUN
bracis-33602	232	7	  	  	SPACE
bracis-33602	232	8	nascimento	nascimento	PROPN
bracis-33602	232	9	,	,	PUNCT
bracis-33602	232	10	b.a.r	b.a.r	NOUN
bracis-33602	232	11	.	.	PROPN
bracis-33602	232	12	,	,	PUNCT
bracis-33602	232	13	botto	botto	PROPN
bracis-33602	232	14	 	 	SPACE
bracis-33602	232	15	filho	filho	NOUN
bracis-33602	232	16	,	,	PUNCT
bracis-33602	232	17	m.	m.	NOUN
bracis-33602	232	18	,	,	PUNCT
bracis-33602	232	19	gomes	gome	NOUN
bracis-33602	232	20	,	,	PUNCT
bracis-33602	232	21	v.g	v.g	PROPN
bracis-33602	232	22	.	.	PROPN
bracis-33602	232	23	,	,	PUNCT
bracis-33602	232	24	menezes	menezes	PROPN
bracis-33602	232	25	,	,	PUNCT
bracis-33602	232	26	h.k.a	h.k.a	PROPN
bracis-33602	232	27	.	.	PROPN
bracis-33602	232	28	,	,	PUNCT
bracis-33602	232	29	silva	silva	PROPN
bracis-33602	232	30	,	,	PUNCT
bracis-33602	232	31	a.n.m	a.n.m	PROPN
bracis-33602	232	32	.	.	PUNCT
bracis-33602	232	33	,	,	PUNCT
bracis-33602	232	34	et	et	PROPN
bracis-33602	232	35	 	 	SPACE
bracis-33602	232	36	al	al	PROPN
bracis-33602	232	37	.	.	PROPN
bracis-33602	232	38	:	:	PUNCT
bracis-33602	233	1	breve	breve	PROPN
bracis-33602	233	2	histório	histório	PROPN
bracis-33602	233	3	do	do	VERB
bracis-33602	233	4	cadastro	cadastro	PROPN
bracis-33602	233	5	de	de	PROPN
bracis-33602	233	6	pessoa	pessoa	PROPN
bracis-33602	233	7	física	física	PROPN
bracis-33602	233	8	–	–	PUNCT
bracis-33602	233	9	cpf	cpf	PROPN
bracis-33602	233	10	e	e	PROPN
bracis-33602	233	11	sua	sua	PROPN
bracis-33602	233	12	relação	relação	PROPN
bracis-33602	233	13	com	com	PROPN
bracis-33602	233	14	a	a	DET
bracis-33602	233	15	teoria	teoria	PROPN
bracis-33602	233	16	dos	dos	PROPN
bracis-33602	233	17	números	números	PROPN
bracis-33602	233	18	.	.	PUNCT
bracis-33602	234	1	caderno	caderno	PROPN
bracis-33602	234	2	de	de	X
bracis-33602	234	3	graduação	graduação	PROPN
bracis-33602	234	4	-	-	PUNCT
bracis-33602	234	5	ciências	ciências	PROPN
bracis-33602	234	6	exatas	exata	NOUN
bracis-33602	234	7	e	e	NOUN
bracis-33602	234	8	tecnológicas	tecnológicas	NOUN
bracis-33602	234	9	-	-	PUNCT
bracis-33602	234	10	unit	unit	NOUN
bracis-33602	234	11	-	-	PUNCT
bracis-33602	234	12	sergipe	sergipe	NOUN
bracis-33602	234	13	2(3	2(3	NUM
bracis-33602	234	14	)	)	PUNCT
bracis-33602	234	15	,	,	PUNCT
bracis-33602	234	16	125–135	125–135	NUM
bracis-33602	234	17	(	(	PUNCT
bracis-33602	234	18	2015	2015	NUM
bracis-33602	234	19	)	)	PUNCT
bracis-33602	234	20	google	google	PROPN
bracis-33602	234	21	scholar	scholar	NOUN
bracis-33602	234	22	  	  	SPACE
bracis-33602	234	23	nunes	nune	NOUN
bracis-33602	234	24	,	,	PUNCT
bracis-33602	234	25	l.f.p	l.f.p	NOUN
bracis-33602	234	26	.	.	PROPN
bracis-33602	234	27	,	,	PUNCT
bracis-33602	234	28	dos	do	VERB
bracis-33602	234	29	santos	santos	PROPN
bracis-33602	234	30	,	,	PUNCT
bracis-33602	234	31	j.c.f	j.c.f	PROPN
bracis-33602	234	32	.	.	PUNCT
bracis-33602	234	33	:	:	PUNCT
bracis-33602	235	1	lgpd	lgpd	PROPN
bracis-33602	235	2	-	-	PUNCT
bracis-33602	235	3	uma	uma	PROPN
bracis-33602	235	4	visão	visão	PROPN
bracis-33602	235	5	de	de	X
bracis-33602	235	6	tecnologia	tecnologia	PROPN
bracis-33602	235	7	e	e	PROPN
bracis-33602	235	8	agnóstica	agnóstica	PROPN
bracis-33602	235	9	.	.	PUNCT
bracis-33602	236	1	revista	revista	PROPN
bracis-33602	236	2	direito	direito	PROPN
bracis-33602	236	3	&	&	CCONJ
bracis-33602	236	4	paz	paz	PROPN
bracis-33602	236	5	2(49	2(49	NUM
bracis-33602	236	6	)	)	PUNCT
bracis-33602	236	7	,	,	PUNCT
bracis-33602	236	8	218–237	218–237	NUM
bracis-33602	236	9	(	(	PUNCT
bracis-33602	236	10	2023	2023	NUM
bracis-33602	236	11	)	)	PUNCT
bracis-33602	236	12	google	google	PROPN
bracis-33602	236	13	scholar	scholar	NOUN
bracis-33602	236	14	  	  	SPACE
bracis-33602	236	15	oliveira	oliveira	PROPN
bracis-33602	236	16	,	,	PUNCT
bracis-33602	236	17	v.	v.	PROPN
bracis-33602	236	18	,	,	PUNCT
bracis-33602	236	19	nogueira	nogueira	PROPN
bracis-33602	236	20	,	,	PUNCT
bracis-33602	236	21	g.	g.	PROPN
bracis-33602	236	22	,	,	PUNCT
bracis-33602	236	23	faleiros	faleiros	PROPN
bracis-33602	236	24	,	,	PUNCT
bracis-33602	236	25	t.	t.	NOUN
bracis-33602	236	26	,	,	PUNCT
bracis-33602	236	27	marcacini	marcacini	PROPN
bracis-33602	236	28	,	,	PUNCT
bracis-33602	236	29	r.	r.	PROPN
bracis-33602	236	30	:	:	PUNCT
bracis-33602	236	31	combining	combine	VERB
bracis-33602	236	32	prompt	prompt	NOUN
bracis-33602	236	33	-	-	PUNCT
bracis-33602	236	34	based	base	VERB
bracis-33602	236	35	language	language	NOUN
bracis-33602	236	36	models	model	NOUN
bracis-33602	236	37	and	and	CCONJ
bracis-33602	236	38	weak	weak	ADJ
bracis-33602	236	39	supervision	supervision	NOUN
bracis-33602	236	40	for	for	ADP
bracis-33602	236	41	labeling	labeling	NOUN
bracis-33602	236	42	named	name	VERB
bracis-33602	236	43	entity	entity	NOUN
bracis-33602	236	44	recognition	recognition	NOUN
bracis-33602	236	45	on	on	ADP
bracis-33602	236	46	legal	legal	ADJ
bracis-33602	236	47	documents	document	NOUN
bracis-33602	236	48	.	.	PUNCT
bracis-33602	237	1	artificial	artificial	ADJ
bracis-33602	237	2	intelligence	intelligence	NOUN
bracis-33602	237	3	and	and	CCONJ
bracis-33602	237	4	law	law	NOUN
bracis-33602	237	5	,	,	PUNCT
bracis-33602	237	6	pp	pp	ADV
bracis-33602	237	7	.	.	PUNCT
bracis-33602	238	1	1–21	1–21	PROPN
bracis-33602	238	2	(	(	PUNCT
bracis-33602	238	3	2024	2024	NUM
bracis-33602	238	4	)	)	PUNCT
bracis-33602	238	5	google	google	NOUN
bracis-33602	238	6	scholar	scholar	NOUN
bracis-33602	238	7	  	  	SPACE
bracis-33602	238	8	patsakis	patsakis	PROPN
bracis-33602	238	9	,	,	PUNCT
bracis-33602	238	10	c.	c.	PROPN
bracis-33602	238	11	,	,	PUNCT
bracis-33602	238	12	lykousas	lykousa	NOUN
bracis-33602	238	13	,	,	PUNCT
bracis-33602	238	14	n.	n.	NOUN
bracis-33602	238	15	:	:	PUNCT
bracis-33602	238	16	man	man	NOUN
bracis-33602	238	17	vs	vs	ADP
bracis-33602	238	18	the	the	DET
bracis-33602	238	19	machine	machine	NOUN
bracis-33602	238	20	:	:	PUNCT
bracis-33602	238	21	the	the	DET
bracis-33602	238	22	struggle	struggle	NOUN
bracis-33602	238	23	for	for	ADP
bracis-33602	238	24	effective	effective	ADJ
bracis-33602	238	25	text	text	NOUN
bracis-33602	238	26	anonymisation	anonymisation	NOUN
bracis-33602	238	27	in	in	ADP
bracis-33602	238	28	the	the	DET
bracis-33602	238	29	age	age	NOUN
bracis-33602	238	30	of	of	ADP
bracis-33602	238	31	large	large	ADJ
bracis-33602	238	32	language	language	NOUN
bracis-33602	238	33	models	model	NOUN
bracis-33602	238	34	.	.	PUNCT
bracis-33602	239	1	arxiv	arxiv	PROPN
bracis-33602	239	2	preprint	preprint	NOUN
bracis-33602	239	3	arxiv:2303.12429	arxiv:2303.12429	NOUN
bracis-33602	239	4	(	(	PUNCT
bracis-33602	239	5	2023	2023	NUM
bracis-33602	239	6	)	)	PUNCT
bracis-33602	239	7	sakhaee	sakhaee	NOUN
bracis-33602	239	8	,	,	PUNCT
bracis-33602	239	9	n.	n.	PROPN
bracis-33602	239	10	,	,	PUNCT
bracis-33602	239	11	wilson	wilson	PROPN
bracis-33602	239	12	,	,	PUNCT
bracis-33602	239	13	m.c	m.c	PROPN
bracis-33602	239	14	.	.	PROPN
bracis-33602	239	15	:	:	PUNCT
bracis-33602	239	16	information	information	NOUN
bracis-33602	239	17	extraction	extraction	NOUN
bracis-33602	239	18	framework	framework	NOUN
bracis-33602	239	19	to	to	PART
bracis-33602	239	20	build	build	VERB
bracis-33602	239	21	legislation	legislation	NOUN
bracis-33602	239	22	network	network	NOUN
bracis-33602	239	23	.	.	PUNCT
bracis-33602	240	1	corr	corr	PROPN
bracis-33602	240	2	abs/1812.01567	abs/1812.01567	PROPN
bracis-33602	240	3	(	(	PUNCT
bracis-33602	240	4	2018	2018	NUM
bracis-33602	240	5	)	)	PUNCT
bracis-33602	240	6	.	.	PUNCT
bracis-33602	241	1	1812.01567	1812.01567	NUM
bracis-33602	241	2	google	google	PROPN
bracis-33602	241	3	scholar	scholar	NOUN
bracis-33602	241	4	  	  	SPACE
bracis-33602	241	5	zhang	zhang	PROPN
bracis-33602	241	6	,	,	PUNCT
bracis-33602	241	7	s.	s.	PROPN
bracis-33602	241	8	,	,	PUNCT
bracis-33602	241	9	he	he	PRON
bracis-33602	241	10	,	,	PUNCT
bracis-33602	241	11	l.	l.	PROPN
bracis-33602	241	12	,	,	PUNCT
bracis-33602	241	13	dragut	dragut	PROPN
bracis-33602	241	14	,	,	PUNCT
bracis-33602	241	15	e.	e.	PROPN
bracis-33602	241	16	,	,	PUNCT
bracis-33602	241	17	vucetic	vucetic	PROPN
bracis-33602	241	18	,	,	PUNCT
bracis-33602	241	19	s.	s.	PROPN
bracis-33602	241	20	:	:	PUNCT
bracis-33602	241	21	how	how	SCONJ
bracis-33602	241	22	to	to	PART
bracis-33602	241	23	invest	invest	VERB
bracis-33602	241	24	my	my	PRON
bracis-33602	241	25	time	time	NOUN
bracis-33602	241	26	:	:	PUNCT
bracis-33602	241	27	lessons	lesson	NOUN
bracis-33602	241	28	from	from	ADP
bracis-33602	241	29	human	human	NOUN
bracis-33602	241	30	-	-	PUNCT
bracis-33602	241	31	in	in	ADP
bracis-33602	241	32	-	-	PUNCT
bracis-33602	241	33	the	the	DET
bracis-33602	241	34	-	-	PUNCT
bracis-33602	241	35	loop	loop	NOUN
bracis-33602	241	36	entity	entity	NOUN
bracis-33602	241	37	extraction	extraction	NOUN
bracis-33602	241	38	.	.	PUNCT
bracis-33602	242	1	in	in	ADP
bracis-33602	242	2	:	:	PUNCT
bracis-33602	242	3	proceedings	proceeding	NOUN
bracis-33602	242	4	of	of	ADP
bracis-33602	242	5	the	the	DET
bracis-33602	242	6	25th	25th	ADJ
bracis-33602	242	7	acm	acm	PROPN
bracis-33602	242	8	sigkdd	sigkdd	NOUN
bracis-33602	242	9	international	international	ADJ
bracis-33602	242	10	conference	conference	NOUN
bracis-33602	242	11	on	on	ADP
bracis-33602	242	12	knowledge	knowledge	PROPN
bracis-33602	242	13	discovery	discovery	PROPN
bracis-33602	242	14	&	&	CCONJ
bracis-33602	242	15	data	data	PROPN
bracis-33602	242	16	mining	mining	PROPN
bracis-33602	242	17	,	,	PUNCT
bracis-33602	242	18	kdd	kdd	PROPN
bracis-33602	242	19	2019	2019	NUM
bracis-33602	242	20	,	,	PUNCT
bracis-33602	242	21	pp	pp	ADJ
bracis-33602	242	22	.	.	PUNCT
bracis-33602	242	23	2305–2313	2305–2313	NUM
bracis-33602	242	24	.	.	PUNCT
bracis-33602	242	25	association	association	NOUN
bracis-33602	242	26	for	for	ADP
bracis-33602	242	27	computing	compute	VERB
bracis-33602	242	28	machinery	machinery	NOUN
bracis-33602	242	29	,	,	PUNCT
bracis-33602	242	30	new	new	PROPN
bracis-33602	242	31	york	york	PROPN
bracis-33602	242	32	,	,	PUNCT
bracis-33602	242	33	ny	ny	PROPN
bracis-33602	242	34	,	,	PUNCT
bracis-33602	242	35	usa	usa	PROPN
bracis-33602	242	36	(	(	PUNCT
bracis-33602	242	37	2019	2019	NUM
bracis-33602	242	38	)	)	PUNCT
bracis-33602	242	39	.	.	PUNCT
bracis-33602	243	1	https://doi.org/10.1145/3292500.3330773	https://doi.org/10.1145/3292500.3330773	PROPN
bracis-33602	243	2	download	download	PROPN
bracis-33602	243	3	references	reference	NOUN
bracis-33602	243	4	acknowledgments	acknowledgment	NOUN
bracis-33602	243	5	the	the	DET
bracis-33602	243	6	authors	author	NOUN
bracis-33602	243	7	acknowledge	acknowledge	VERB
bracis-33602	243	8	the	the	DET
bracis-33602	243	9	use	use	NOUN
bracis-33602	243	10	of	of	ADP
bracis-33602	243	11	the	the	DET
bracis-33602	243	12	llama	llama	PROPN
bracis-33602	243	13	version	version	NOUN
bracis-33602	243	14	3	3	NUM
bracis-33602	243	15	model	model	NOUN
bracis-33602	243	16	for	for	ADP
bracis-33602	243	17	generating	generate	VERB
bracis-33602	243	18	data	datum	NOUN
bracis-33602	243	19	to	to	PART
bracis-33602	243	20	enhance	enhance	VERB
bracis-33602	243	21	the	the	DET
bracis-33602	243	22	dataset	dataset	NOUN
bracis-33602	243	23	utilized	utilize	VERB
bracis-33602	243	24	in	in	ADP
bracis-33602	243	25	this	this	DET
bracis-33602	243	26	research	research	NOUN
bracis-33602	243	27	.	.	PUNCT
bracis-33602	244	1	the	the	DET
bracis-33602	244	2	synthetic	synthetic	ADJ
bracis-33602	244	3	data	data	NOUN
bracis-33602	244	4	generation	generation	NOUN
bracis-33602	244	5	included	include	VERB
bracis-33602	244	6	sensitive	sensitive	ADJ
bracis-33602	244	7	information	information	NOUN
bracis-33602	244	8	to	to	PART
bracis-33602	244	9	ensure	ensure	VERB
bracis-33602	244	10	the	the	DET
bracis-33602	244	11	robustness	robustness	NOUN
bracis-33602	244	12	of	of	ADP
bracis-33602	244	13	the	the	DET
bracis-33602	244	14	model	model	NOUN
bracis-33602	244	15	.	.	PUNCT
bracis-33602	245	1	the	the	DET
bracis-33602	245	2	authors	author	NOUN
bracis-33602	245	3	take	take	VERB
bracis-33602	245	4	full	full	ADJ
bracis-33602	245	5	responsibility	responsibility	NOUN
bracis-33602	245	6	for	for	ADP
bracis-33602	245	7	the	the	DET
bracis-33602	245	8	content	content	NOUN
bracis-33602	245	9	of	of	ADP
bracis-33602	245	10	the	the	DET
bracis-33602	245	11	article	article	NOUN
bracis-33602	245	12	,	,	PUNCT
bracis-33602	245	13	including	include	VERB
bracis-33602	245	14	ensuring	ensure	VERB
bracis-33602	245	15	the	the	DET
bracis-33602	245	16	originality	originality	NOUN
bracis-33602	245	17	and	and	CCONJ
bracis-33602	245	18	correctness	correctness	NOUN
bracis-33602	245	19	of	of	ADP
bracis-33602	245	20	all	all	DET
bracis-33602	245	21	text	text	NOUN
bracis-33602	245	22	,	,	PUNCT
bracis-33602	245	23	and	and	CCONJ
bracis-33602	245	24	have	have	AUX
bracis-33602	245	25	taken	take	VERB
bracis-33602	245	26	all	all	DET
bracis-33602	245	27	necessary	necessary	ADJ
bracis-33602	245	28	precautions	precaution	NOUN
bracis-33602	245	29	to	to	PART
bracis-33602	245	30	ensure	ensure	VERB
bracis-33602	245	31	that	that	SCONJ
bracis-33602	245	32	no	no	DET
bracis-33602	245	33	real	real	ADV
bracis-33602	245	34	sensitive	sensitive	ADJ
bracis-33602	245	35	information	information	NOUN
bracis-33602	245	36	is	be	AUX
bracis-33602	245	37	used	use	VERB
bracis-33602	245	38	or	or	CCONJ
bracis-33602	245	39	exposed	expose	VERB
bracis-33602	245	40	.	.	PUNCT
bracis-33602	246	1	author	author	NOUN
bracis-33602	246	2	information	information	NOUN
bracis-33602	246	3	authors	author	NOUN
bracis-33602	246	4	and	and	CCONJ
bracis-33602	246	5	affiliations	affiliation	NOUN
bracis-33602	246	6	department	department	PROPN
bracis-33602	246	7	of	of	ADP
bracis-33602	246	8	computer	computer	NOUN
bracis-33602	246	9	science	science	NOUN
bracis-33602	246	10	,	,	PUNCT
bracis-33602	246	11	university	university	PROPN
bracis-33602	246	12	of	of	ADP
bracis-33602	246	13	brasilia	brasilia	PROPN
bracis-33602	246	14	,	,	PUNCT
bracis-33602	246	15	brasilia	brasilia	PROPN
bracis-33602	246	16	,	,	PUNCT
bracis-33602	246	17	brazil	brazil	PROPN
bracis-33602	246	18	marcelo	marcelo	PROPN
bracis-33602	246	19	anselmo	anselmo	VERB
bracis-33602	246	20	 	 	SPACE
bracis-33602	246	21	&	&	CCONJ
bracis-33602	246	22	 	 	SPACE
bracis-33602	246	23	bruno	bruno	PROPN
bracis-33602	246	24	césar	césar	PROPN
bracis-33602	246	25	ribas	ribas	PROPN
bracis-33602	246	26	authors	authors	PROPN
bracis-33602	246	27	marcelo	marcelo	PROPN
bracis-33602	246	28	anselmoview	anselmoview	PROPN
bracis-33602	246	29	author	author	NOUN
bracis-33602	246	30	publications	publication	NOUN
bracis-33602	246	31	search	search	NOUN
bracis-33602	246	32	author	author	NOUN
bracis-33602	246	33	on	on	ADP
bracis-33602	246	34	:	:	PUNCT
bracis-33602	246	35	pubmed	pubmed	PROPN
bracis-33602	246	36	 	 	SPACE
bracis-33602	246	37	google	google	PROPN
bracis-33602	246	38	scholar	scholar	PROPN
bracis-33602	246	39	bruno	bruno	PROPN
bracis-33602	246	40	césar	césar	PROPN
bracis-33602	246	41	ribasview	ribasview	PROPN
bracis-33602	246	42	author	author	NOUN
bracis-33602	246	43	publications	publication	NOUN
bracis-33602	246	44	search	search	NOUN
bracis-33602	246	45	author	author	NOUN
bracis-33602	246	46	on	on	ADP
bracis-33602	246	47	:	:	PUNCT
bracis-33602	246	48	pubmed	pubmed	PROPN
bracis-33602	246	49	 	 	SPACE
bracis-33602	246	50	google	google	PROPN
bracis-33602	246	51	scholar	scholar	NOUN
bracis-33602	246	52	corresponding	correspond	VERB
bracis-33602	246	53	author	author	NOUN
bracis-33602	246	54	correspondence	correspondence	NOUN
bracis-33602	246	55	to	to	ADP
bracis-33602	246	56	marcelo	marcelo	PROPN
bracis-33602	246	57	anselmo	anselmo	PROPN
bracis-33602	246	58	.	.	PUNCT
bracis-33602	247	1	editor	editor	NOUN
bracis-33602	247	2	information	information	NOUN
bracis-33602	247	3	editors	editor	NOUN
bracis-33602	247	4	and	and	CCONJ
bracis-33602	247	5	affiliations	affiliation	NOUN
bracis-33602	247	6	universidade	universidade	VERB
bracis-33602	247	7	federal	federal	PROPN
bracis-33602	247	8	fluminense	fluminense	PROPN
bracis-33602	247	9	,	,	PUNCT
bracis-33602	247	10	niterói	niterói	PROPN
bracis-33602	247	11	,	,	PUNCT
bracis-33602	247	12	brazil	brazil	PROPN
bracis-33602	247	13	aline	aline	PROPN
bracis-33602	247	14	paes	paes	PROPN
bracis-33602	247	15	instituto	instituto	PROPN
bracis-33602	247	16	tecnológico	tecnológico	PROPN
bracis-33602	247	17	de	de	PROPN
bracis-33602	247	18	aeronáutica	aeronáutica	PROPN
bracis-33602	247	19	,	,	PUNCT
bracis-33602	247	20	são	são	PROPN
bracis-33602	247	21	josé	josé	PROPN
bracis-33602	247	22	dos	dos	PROPN
bracis-33602	247	23	campos	campos	PROPN
bracis-33602	247	24	,	,	PUNCT
bracis-33602	247	25	brazil	brazil	PROPN
bracis-33602	247	26	filipe	filipe	PROPN
bracis-33602	247	27	a.	a.	PROPN
bracis-33602	247	28	n.	n.	PROPN
bracis-33602	247	29	verri	verri	PROPN
bracis-33602	247	30	rights	right	NOUN
bracis-33602	247	31	and	and	CCONJ
bracis-33602	247	32	permissions	permission	NOUN
bracis-33602	247	33	reprints	reprint	NOUN
bracis-33602	247	34	and	and	CCONJ
bracis-33602	247	35	permissions	permission	VERB
bracis-33602	247	36	copyright	copyright	NOUN
bracis-33602	247	37	information	information	NOUN
bracis-33602	247	38	©	©	ADP
bracis-33602	247	39	2025	2025	NUM
bracis-33602	247	40	the	the	DET
bracis-33602	247	41	author(s	author(s	NOUN
bracis-33602	247	42	)	)	PUNCT
bracis-33602	247	43	,	,	PUNCT
bracis-33602	247	44	under	under	ADP
bracis-33602	247	45	exclusive	exclusive	ADJ
bracis-33602	247	46	license	license	NOUN
bracis-33602	247	47	to	to	ADP
bracis-33602	247	48	springer	springer	NOUN
bracis-33602	247	49	nature	nature	PROPN
bracis-33602	247	50	switzerland	switzerland	PROPN
bracis-33602	247	51	ag	ag	PROPN
bracis-33602	247	52	about	about	ADP
bracis-33602	247	53	this	this	DET
bracis-33602	247	54	paper	paper	NOUN
bracis-33602	247	55	cite	cite	VERB
bracis-33602	247	56	this	this	DET
bracis-33602	247	57	paper	paper	NOUN
bracis-33602	247	58	anselmo	anselmo	NOUN
bracis-33602	247	59	,	,	PUNCT
bracis-33602	247	60	m.	m.	NOUN
bracis-33602	247	61	,	,	PUNCT
bracis-33602	247	62	ribas	ribas	PROPN
bracis-33602	247	63	,	,	PUNCT
bracis-33602	247	64	b.c	b.c	PROPN
bracis-33602	247	65	.	.	PROPN
bracis-33602	247	66	(	(	PUNCT
bracis-33602	247	67	2025	2025	NUM
bracis-33602	247	68	)	)	PUNCT
bracis-33602	247	69	.	.	PUNCT
bracis-33602	248	1	pseudonymization	pseudonymization	NOUN
bracis-33602	248	2	in	in	ADP
bracis-33602	248	3	 	 	SPACE
bracis-33602	248	4	legal	legal	ADJ
bracis-33602	248	5	texts	text	NOUN
bracis-33602	248	6	according	accord	VERB
bracis-33602	248	7	to	to	ADP
bracis-33602	248	8	 	 	SPACE
bracis-33602	248	9	the	the	DET
bracis-33602	248	10	 	 	SPACE
bracis-33602	248	11	lgpd	lgpd	NOUN
bracis-33602	248	12	:	:	PUNCT
bracis-33602	248	13	a	a	DET
bracis-33602	248	14	named	name	VERB
bracis-33602	248	15	entity	entity	NOUN
bracis-33602	248	16	recognition	recognition	NOUN
bracis-33602	248	17	approach	approach	NOUN
bracis-33602	248	18	.	.	PUNCT
bracis-33602	249	1	in	in	ADP
bracis-33602	249	2	:	:	PUNCT
bracis-33602	249	3	paes	paes	PROPN
bracis-33602	249	4	,	,	PUNCT
bracis-33602	249	5	a.	a.	PROPN
bracis-33602	249	6	,	,	PUNCT
bracis-33602	249	7	verri	verri	NOUN
bracis-33602	249	8	,	,	PUNCT
bracis-33602	249	9	f.a.n	f.a.n	ADJ
bracis-33602	249	10	.	.	PUNCT
bracis-33602	249	11	(	(	PUNCT
bracis-33602	249	12	eds	ed	NOUN
bracis-33602	249	13	)	)	PUNCT
bracis-33602	249	14	intelligent	intelligent	ADJ
bracis-33602	249	15	systems	system	NOUN
bracis-33602	249	16	.	.	PUNCT
bracis-33602	249	17	bracis	bracis	PROPN
bracis-33602	249	18	2024	2024	NUM
bracis-33602	249	19	.	.	PUNCT
bracis-33602	250	1	lecture	lecture	NOUN
bracis-33602	250	2	notes	note	NOUN
bracis-33602	250	3	in	in	ADP
bracis-33602	250	4	computer	computer	NOUN
bracis-33602	250	5	science	science	NOUN
bracis-33602	250	6	(	(	PUNCT
bracis-33602	250	7	)	)	PUNCT
bracis-33602	250	8	,	,	PUNCT
bracis-33602	250	9	vol	vol	NOUN
bracis-33602	250	10	15413	15413	NUM
bracis-33602	250	11	.	.	PUNCT
bracis-33602	251	1	springer	springer	NOUN
bracis-33602	251	2	,	,	PUNCT
bracis-33602	251	3	cham	cham	PROPN
bracis-33602	251	4	.	.	PUNCT
bracis-33602	252	1	https://doi.org/10.1007/978-3-031-79032-4_22	https://doi.org/10.1007/978-3-031-79032-4_22	PROPN
bracis-33602	252	2	download	download	NOUN
bracis-33602	252	3	citation	citation	NOUN
bracis-33602	252	4	.ris	.ris	PUNCT
bracis-33602	252	5	.enw	.enw	PROPN
bracis-33602	252	6	.bib	.bib	PUNCT
bracis-33602	253	1	doi	doi	PROPN
bracis-33602	253	2	:	:	PUNCT
bracis-33602	253	3	https://doi.org/10.1007/978-3-031-79032-4_22	https://doi.org/10.1007/978-3-031-79032-4_22	PRON
bracis-33602	253	4	published	publish	VERB
bracis-33602	253	5	:	:	PUNCT
bracis-33602	253	6	30	30	NUM
bracis-33602	253	7	january	january	PROPN
bracis-33602	253	8	2025	2025	NUM
bracis-33602	253	9	publisher	publisher	NOUN
bracis-33602	253	10	name	name	NOUN
bracis-33602	253	11	:	:	PUNCT
bracis-33602	253	12	springer	springer	NOUN
bracis-33602	253	13	,	,	PUNCT
bracis-33602	253	14	cham	cham	PROPN
bracis-33602	253	15	print	print	PROPN
bracis-33602	253	16	isbn	isbn	PROPN
bracis-33602	253	17	:	:	PUNCT
bracis-33602	253	18	978	978	NUM
bracis-33602	253	19	-	-	SYM
bracis-33602	253	20	3	3	NUM
bracis-33602	253	21	-	-	PUNCT
bracis-33602	253	22	031	031	NUM
bracis-33602	253	23	-	-	PUNCT
bracis-33602	253	24	79031	79031	NUM
bracis-33602	253	25	-	-	SYM
bracis-33602	253	26	7	7	NUM
bracis-33602	253	27	online	online	ADJ
bracis-33602	253	28	isbn	isbn	NOUN
bracis-33602	253	29	:	:	PUNCT
bracis-33602	253	30	978	978	NUM
bracis-33602	253	31	-	-	SYM
bracis-33602	253	32	3	3	NUM
bracis-33602	253	33	-	-	PUNCT
bracis-33602	253	34	031	031	NUM
bracis-33602	253	35	-	-	PUNCT
bracis-33602	253	36	79032	79032	NUM
bracis-33602	253	37	-	-	SYM
bracis-33602	253	38	4	4	NUM
bracis-33602	253	39	ebook	ebook	NOUN
bracis-33602	253	40	packages	package	NOUN
bracis-33602	253	41	:	:	PUNCT
bracis-33602	253	42	computer	computer	NOUN
bracis-33602	253	43	sciencecomputer	sciencecomputer	NOUN
bracis-33602	253	44	science	science	NOUN
bracis-33602	253	45	(	(	PUNCT
bracis-33602	253	46	r0	r0	NOUN
bracis-33602	253	47	)	)	PUNCT
bracis-33602	253	48	share	share	VERB
bracis-33602	253	49	this	this	DET
bracis-33602	253	50	paper	paper	NOUN
bracis-33602	253	51	anyone	anyone	PRON
bracis-33602	253	52	you	you	PRON
bracis-33602	253	53	share	share	VERB
bracis-33602	253	54	the	the	DET
bracis-33602	253	55	following	follow	VERB
bracis-33602	253	56	link	link	NOUN
bracis-33602	253	57	with	with	ADP
bracis-33602	253	58	will	will	AUX
bracis-33602	253	59	be	be	AUX
bracis-33602	253	60	able	able	ADJ
bracis-33602	253	61	to	to	PART
bracis-33602	253	62	read	read	VERB
bracis-33602	253	63	this	this	DET
bracis-33602	253	64	content	content	NOUN
bracis-33602	253	65	:	:	PUNCT
bracis-33602	253	66	get	get	VERB
bracis-33602	253	67	shareable	shareable	ADJ
bracis-33602	253	68	linksorry	linksorry	NOUN
bracis-33602	253	69	,	,	PUNCT
bracis-33602	253	70	a	a	DET
bracis-33602	253	71	shareable	shareable	ADJ
bracis-33602	253	72	link	link	NOUN
bracis-33602	253	73	is	be	AUX
bracis-33602	253	74	not	not	PART
bracis-33602	253	75	currently	currently	ADV
bracis-33602	253	76	available	available	ADJ
bracis-33602	253	77	for	for	ADP
bracis-33602	253	78	this	this	DET
bracis-33602	253	79	article	article	NOUN
bracis-33602	253	80	.	.	PUNCT
bracis-33602	254	1	copy	copy	VERB
bracis-33602	254	2	shareable	shareable	ADJ
bracis-33602	254	3	link	link	NOUN
bracis-33602	254	4	to	to	PART
bracis-33602	254	5	clipboard	clipboard	NOUN
bracis-33602	254	6	provided	provide	VERB
bracis-33602	254	7	by	by	ADP
bracis-33602	254	8	the	the	DET
bracis-33602	254	9	springer	springer	NOUN
bracis-33602	254	10	nature	nature	PROPN
bracis-33602	254	11	sharedit	sharedit	PROPN
bracis-33602	254	12	content	content	NOUN
bracis-33602	254	13	-	-	PUNCT
bracis-33602	254	14	sharing	share	VERB
bracis-33602	254	15	initiative	initiative	NOUN
bracis-33602	254	16	keywords	keyword	NOUN
bracis-33602	254	17	data	datum	NOUN
bracis-33602	254	18	pseudonymization	pseudonymization	NOUN
bracis-33602	254	19	named	name	VERB
bracis-33602	254	20	entity	entity	NOUN
bracis-33602	254	21	recognition	recognition	NOUN
bracis-33602	254	22	information	information	NOUN
bracis-33602	254	23	privacy	privacy	NOUN
bracis-33602	254	24	legal	legal	ADJ
bracis-33602	254	25	texts	text	NOUN
bracis-33602	254	26	lgpd	lgpd	NOUN
bracis-33602	254	27	transformer	transformer	NOUN
bracis-33602	254	28	publish	publish	NOUN
bracis-33602	254	29	with	with	ADP
bracis-33602	254	30	us	us	PROPN
bracis-33602	254	31	policies	policy	NOUN
bracis-33602	254	32	and	and	CCONJ
bracis-33602	254	33	ethics	ethic	NOUN
bracis-33602	254	34	search	search	NOUN
bracis-33602	254	35	search	search	NOUN
bracis-33602	254	36	by	by	ADP
bracis-33602	254	37	keyword	keyword	NOUN
bracis-33602	254	38	or	or	CCONJ
bracis-33602	254	39	author	author	NOUN
bracis-33602	254	40	search	search	NOUN
bracis-33602	254	41	navigation	navigation	NOUN
bracis-33602	254	42	find	find	VERB
bracis-33602	254	43	a	a	DET
bracis-33602	254	44	journal	journal	NOUN
bracis-33602	254	45	publish	publish	VERB
bracis-33602	254	46	with	with	ADP
bracis-33602	254	47	us	we	PRON
bracis-33602	254	48	track	track	VERB
bracis-33602	254	49	your	your	PRON
bracis-33602	254	50	research	research	NOUN
bracis-33602	254	51	discover	discover	VERB
bracis-33602	254	52	content	content	NOUN
bracis-33602	254	53	journals	journal	NOUN
bracis-33602	254	54	a	a	DET
bracis-33602	254	55	-	-	PUNCT
bracis-33602	254	56	z	z	NOUN
bracis-33602	254	57	books	book	NOUN
bracis-33602	254	58	a	a	DET
bracis-33602	254	59	-	-	PUNCT
bracis-33602	254	60	z	z	NOUN
bracis-33602	254	61	publish	publish	NOUN
bracis-33602	254	62	with	with	ADP
bracis-33602	254	63	us	us	PROPN
bracis-33602	254	64	journal	journal	PROPN
bracis-33602	254	65	finder	finder	PROPN
bracis-33602	254	66	publish	publish	VERB
bracis-33602	254	67	your	your	PRON
bracis-33602	254	68	research	research	NOUN
bracis-33602	254	69	language	language	NOUN
bracis-33602	254	70	editing	edit	VERB
bracis-33602	254	71	open	open	ADJ
bracis-33602	254	72	access	access	NOUN
bracis-33602	254	73	publishing	publishing	NOUN
bracis-33602	254	74	products	product	NOUN
bracis-33602	254	75	and	and	CCONJ
bracis-33602	254	76	services	service	NOUN
bracis-33602	254	77	our	our	PRON
bracis-33602	254	78	products	product	NOUN
bracis-33602	254	79	librarians	librarian	VERB
bracis-33602	254	80	societies	society	NOUN
bracis-33602	254	81	partners	partner	NOUN
bracis-33602	254	82	and	and	CCONJ
bracis-33602	254	83	advertisers	advertiser	NOUN
bracis-33602	254	84	our	our	PRON
bracis-33602	254	85	brands	brand	NOUN
bracis-33602	254	86	springer	springer	NOUN
bracis-33602	254	87	nature	nature	PROPN
bracis-33602	254	88	portfolio	portfolio	PROPN
bracis-33602	254	89	bmc	bmc	PROPN
bracis-33602	254	90	palgrave	palgrave	PROPN
bracis-33602	254	91	macmillan	macmillan	PROPN
bracis-33602	254	92	apress	apress	PROPN
bracis-33602	254	93	discover	discover	VERB
bracis-33602	254	94	your	your	PRON
bracis-33602	254	95	privacy	privacy	NOUN
bracis-33602	254	96	choices	choice	NOUN
bracis-33602	254	97	/	/	SYM
bracis-33602	254	98	manage	manage	NOUN
bracis-33602	254	99	cookies	cookie	NOUN
bracis-33602	254	100	your	your	PRON
bracis-33602	254	101	us	us	PROPN
bracis-33602	255	1	state	state	NOUN
bracis-33602	255	2	privacy	privacy	NOUN
bracis-33602	255	3	rights	right	NOUN
bracis-33602	255	4	accessibility	accessibility	NOUN
bracis-33602	255	5	statement	statement	NOUN
bracis-33602	255	6	terms	term	NOUN
bracis-33602	255	7	and	and	CCONJ
bracis-33602	255	8	conditions	condition	NOUN
bracis-33602	255	9	privacy	privacy	NOUN
bracis-33602	255	10	policy	policy	NOUN
bracis-33602	255	11	help	help	NOUN
bracis-33602	255	12	and	and	CCONJ
bracis-33602	255	13	support	support	VERB
bracis-33602	255	14	legal	legal	ADJ
bracis-33602	255	15	notice	notice	NOUN
bracis-33602	255	16	cancel	cancel	VERB
bracis-33602	255	17	contracts	contract	NOUN
bracis-33602	255	18	here	here	ADV
bracis-33602	255	19	129.74.145.123	129.74.145.123	NUM
bracis-33602	255	20	hesburgh	hesburgh	PROPN
bracis-33602	255	21	library	library	PROPN
bracis-33602	255	22	er	er	INTJ
bracis-33602	255	23	unit	unit	NOUN
bracis-33602	255	24	(	(	PUNCT
bracis-33602	255	25	3005732405	3005732405	NUM
bracis-33602	255	26	)	)	PUNCT
bracis-33602	255	27	northeast	northeast	ADJ
bracis-33602	255	28	research	research	NOUN
bracis-33602	255	29	libraries	library	NOUN
bracis-33602	255	30	(	(	PUNCT
bracis-33602	255	31	nerl	nerl	PROPN
bracis-33602	255	32	)	)	PUNCT
bracis-33602	255	33	(	(	PUNCT
bracis-33602	255	34	8200828607	8200828607	NUM
bracis-33602	255	35	)	)	PUNCT
bracis-33602	255	36	nerl	nerl	VERB
bracis-33602	255	37	ta	ta	X
bracis-33602	255	38	account	account	NOUN
bracis-33602	255	39	(	(	PUNCT
bracis-33602	255	40	3006206169	3006206169	NUM
bracis-33602	255	41	)	)	PUNCT
bracis-33602	255	42	university	university	NOUN
bracis-33602	255	43	of	of	ADP
bracis-33602	255	44	notre	notre	PROPN
bracis-33602	255	45	dame	dame	PROPN
bracis-33602	255	46	hesburgh	hesburgh	PROPN
bracis-33602	255	47	library	library	NOUN
bracis-33602	255	48	(	(	PUNCT
bracis-33602	255	49	3000184373	3000184373	NUM
bracis-33602	255	50	)	)	PUNCT
bracis-33602	256	1	©	©	ADP
bracis-33602	256	2	2025	2025	NUM
bracis-33602	256	3	springer	springer	NOUN
bracis-33602	256	4	nature	nature	NOUN