id	sid	tid	token	lemma	pos
bracis-28346	1	1	regulation	regulation	NOUN
bracis-28346	1	2	and	and	CCONJ
bracis-28346	1	3	 	 	SPACE
bracis-28346	1	4	ethics	ethic	NOUN
bracis-28346	1	5	of	of	ADP
bracis-28346	1	6	 	 	SPACE
bracis-28346	1	7	facial	facial	ADJ
bracis-28346	1	8	recognition	recognition	NOUN
bracis-28346	1	9	systems	system	NOUN
bracis-28346	1	10	:	:	PUNCT
bracis-28346	1	11	an	an	DET
bracis-28346	1	12	analysis	analysis	NOUN
bracis-28346	1	13	of	of	ADP
bracis-28346	1	14	 	 	SPACE
bracis-28346	1	15	cases	case	NOUN
bracis-28346	1	16	in	in	ADP
bracis-28346	1	17	 	 	SPACE
bracis-28346	1	18	the	the	DET
bracis-28346	1	19	 	 	SPACE
bracis-28346	1	20	court	court	NOUN
bracis-28346	1	21	of	of	ADP
bracis-28346	1	22	 	 	SPACE
bracis-28346	1	23	appeal	appeal	NOUN
bracis-28346	1	24	in	in	ADP
bracis-28346	1	25	 	 	SPACE
bracis-28346	1	26	the	the	DET
bracis-28346	1	27	 	 	SPACE
bracis-28346	1	28	state	state	NOUN
bracis-28346	1	29	of	of	ADP
bracis-28346	1	30	 	 	SPACE
bracis-28346	1	31	são	são	PROPN
bracis-28346	1	32	paulo	paulo	PROPN
bracis-28346	1	33	|	|	PROPN
bracis-28346	1	34	springer	springer	NOUN
bracis-28346	1	35	nature	nature	PROPN
bracis-28346	1	36	link	link	PROPN
bracis-28346	1	37	(	(	PUNCT
bracis-28346	1	38	formerly	formerly	ADV
bracis-28346	1	39	springerlink	springerlink	NOUN
bracis-28346	1	40	)	)	PUNCT
bracis-28346	1	41	skip	skip	VERB
bracis-28346	1	42	to	to	ADP
bracis-28346	1	43	main	main	ADJ
bracis-28346	1	44	content	content	NOUN
bracis-28346	1	45	advertisement	advertisement	NOUN
bracis-28346	1	46	log	log	NOUN
bracis-28346	1	47	in	in	ADP
bracis-28346	1	48	menu	menu	NOUN
bracis-28346	1	49	find	find	VERB
bracis-28346	1	50	a	a	DET
bracis-28346	1	51	journal	journal	NOUN
bracis-28346	1	52	publish	publish	VERB
bracis-28346	1	53	with	with	ADP
bracis-28346	1	54	us	we	PRON
bracis-28346	1	55	track	track	VERB
bracis-28346	1	56	your	your	PRON
bracis-28346	1	57	research	research	NOUN
bracis-28346	1	58	search	search	NOUN
bracis-28346	1	59	cart	cart	NOUN
bracis-28346	1	60	home	home	NOUN
bracis-28346	1	61	intelligent	intelligent	ADJ
bracis-28346	1	62	systems	system	NOUN
bracis-28346	1	63	conference	conference	NOUN
bracis-28346	1	64	paper	paper	NOUN
bracis-28346	1	65	regulation	regulation	NOUN
bracis-28346	1	66	and	and	CCONJ
bracis-28346	1	67	 	 	SPACE
bracis-28346	1	68	ethics	ethic	NOUN
bracis-28346	1	69	of	of	ADP
bracis-28346	1	70	 	 	SPACE
bracis-28346	1	71	facial	facial	ADJ
bracis-28346	1	72	recognition	recognition	NOUN
bracis-28346	1	73	systems	system	NOUN
bracis-28346	1	74	:	:	PUNCT
bracis-28346	1	75	an	an	DET
bracis-28346	1	76	analysis	analysis	NOUN
bracis-28346	1	77	of	of	ADP
bracis-28346	1	78	 	 	SPACE
bracis-28346	1	79	cases	case	NOUN
bracis-28346	1	80	in	in	ADP
bracis-28346	1	81	 	 	SPACE
bracis-28346	1	82	the	the	DET
bracis-28346	1	83	 	 	SPACE
bracis-28346	1	84	court	court	NOUN
bracis-28346	1	85	of	of	ADP
bracis-28346	1	86	 	 	SPACE
bracis-28346	1	87	appeal	appeal	NOUN
bracis-28346	1	88	in	in	ADP
bracis-28346	1	89	 	 	SPACE
bracis-28346	1	90	the	the	DET
bracis-28346	1	91	 	 	SPACE
bracis-28346	1	92	state	state	NOUN
bracis-28346	1	93	of	of	ADP
bracis-28346	1	94	 	 	SPACE
bracis-28346	1	95	são	são	PROPN
bracis-28346	1	96	paulo	paulo	PROPN
bracis-28346	1	97	conference	conference	PROPN
bracis-28346	1	98	paper	paper	PROPN
bracis-28346	1	99	first	first	ADV
bracis-28346	1	100	online	online	ADV
bracis-28346	1	101	:	:	PUNCT
bracis-28346	1	102	12	12	NUM
bracis-28346	1	103	october	october	NOUN
bracis-28346	1	104	2023	2023	NUM
bracis-28346	1	105	pp	pp	ADP
bracis-28346	1	106	18–32	18–32	NUM
bracis-28346	1	107	cite	cite	VERB
bracis-28346	1	108	this	this	DET
bracis-28346	1	109	conference	conference	NOUN
bracis-28346	1	110	paper	paper	NOUN
bracis-28346	1	111	access	access	NOUN
bracis-28346	1	112	provided	provide	VERB
bracis-28346	1	113	by	by	ADP
bracis-28346	1	114	university	university	PROPN
bracis-28346	1	115	of	of	ADP
bracis-28346	1	116	notre	notre	PROPN
bracis-28346	1	117	dame	dame	PROPN
bracis-28346	1	118	hesburgh	hesburgh	PROPN
bracis-28346	1	119	library	library	PROPN
bracis-28346	1	120	download	download	PROPN
bracis-28346	1	121	book	book	NOUN
bracis-28346	1	122	pdf	pdf	PROPN
bracis-28346	1	123	download	download	NOUN
bracis-28346	1	124	book	book	NOUN
bracis-28346	1	125	epub	epub	PROPN
bracis-28346	1	126	intelligent	intelligent	ADJ
bracis-28346	1	127	systems	system	NOUN
bracis-28346	1	128	(	(	PUNCT
bracis-28346	1	129	bracis	bracis	NOUN
bracis-28346	1	130	2023	2023	NUM
bracis-28346	1	131	)	)	PUNCT
bracis-28346	1	132	regulation	regulation	NOUN
bracis-28346	1	133	and	and	CCONJ
bracis-28346	1	134	 	 	SPACE
bracis-28346	1	135	ethics	ethic	NOUN
bracis-28346	1	136	of	of	ADP
bracis-28346	1	137	 	 	SPACE
bracis-28346	1	138	facial	facial	ADJ
bracis-28346	1	139	recognition	recognition	NOUN
bracis-28346	1	140	systems	system	NOUN
bracis-28346	1	141	:	:	PUNCT
bracis-28346	1	142	an	an	DET
bracis-28346	1	143	analysis	analysis	NOUN
bracis-28346	1	144	of	of	ADP
bracis-28346	1	145	 	 	SPACE
bracis-28346	1	146	cases	case	NOUN
bracis-28346	1	147	in	in	ADP
bracis-28346	1	148	 	 	SPACE
bracis-28346	1	149	the	the	DET
bracis-28346	1	150	 	 	SPACE
bracis-28346	1	151	court	court	NOUN
bracis-28346	1	152	of	of	ADP
bracis-28346	1	153	 	 	SPACE
bracis-28346	1	154	appeal	appeal	NOUN
bracis-28346	1	155	in	in	ADP
bracis-28346	1	156	 	 	SPACE
bracis-28346	1	157	the	the	DET
bracis-28346	1	158	 	 	SPACE
bracis-28346	1	159	state	state	NOUN
bracis-28346	1	160	of	of	ADP
bracis-28346	1	161	 	 	SPACE
bracis-28346	1	162	são	são	PROPN
bracis-28346	1	163	paulo	paulo	PROPN
bracis-28346	1	164	download	download	PROPN
bracis-28346	1	165	book	book	PROPN
bracis-28346	1	166	pdf	pdf	PROPN
bracis-28346	1	167	download	download	NOUN
bracis-28346	1	168	book	book	PROPN
bracis-28346	1	169	epub	epub	PROPN
bracis-28346	1	170	cristina	cristina	PROPN
bracis-28346	1	171	godoy	godoy	PROPN
bracis-28346	1	172	b.	b.	PROPN
bracis-28346	1	173	de	de	PROPN
bracis-28346	1	174	oliveira9	oliveira9	PROPN
bracis-28346	1	175	,	,	PUNCT
bracis-28346	1	176	otávio	otávio	PROPN
bracis-28346	1	177	de	de	PROPN
bracis-28346	1	178	paula	paula	PROPN
bracis-28346	1	179	albuquerque10	albuquerque10	PROPN
bracis-28346	1	180	,	,	PUNCT
bracis-28346	1	181	emily	emily	PROPN
bracis-28346	1	182	liene	liene	VERB
bracis-28346	1	183	belotti9	belotti9	NOUN
bracis-28346	1	184	,	,	PUNCT
bracis-28346	1	185	isabella	isabella	PROPN
bracis-28346	1	186	ferreira	ferreira	PROPN
bracis-28346	1	187	lopes11	lopes11	PROPN
bracis-28346	1	188	,	,	PUNCT
bracis-28346	1	189	rodrigo	rodrigo	PROPN
bracis-28346	1	190	brandão	brandão	PROPN
bracis-28346	1	191	de	de	PROPN
bracis-28346	1	192	a.	a.	PROPN
bracis-28346	1	193	silva12	silva12	PROPN
bracis-28346	1	194	&	&	CCONJ
bracis-28346	1	195	…	…	PUNCT
bracis-28346	1	196	glauco	glauco	PROPN
bracis-28346	1	197	arbix12	arbix12	NOUN
bracis-28346	1	198	  	  	SPACE
bracis-28346	1	199	show	show	VERB
bracis-28346	1	200	authors	author	NOUN
bracis-28346	1	201	part	part	NOUN
bracis-28346	1	202	of	of	ADP
bracis-28346	1	203	the	the	DET
bracis-28346	1	204	book	book	NOUN
bracis-28346	1	205	series	series	NOUN
bracis-28346	1	206	:	:	PUNCT
bracis-28346	1	207	lecture	lecture	NOUN
bracis-28346	1	208	notes	note	NOUN
bracis-28346	1	209	in	in	ADP
bracis-28346	1	210	computer	computer	NOUN
bracis-28346	1	211	science	science	NOUN
bracis-28346	1	212	(	(	PUNCT
bracis-28346	1	213	(	(	PUNCT
bracis-28346	1	214	lnai	lnai	ADJ
bracis-28346	1	215	,	,	PUNCT
bracis-28346	1	216	volume	volume	NOUN
bracis-28346	1	217	14195	14195	NUM
bracis-28346	1	218	)	)	PUNCT
bracis-28346	1	219	)	)	PUNCT
bracis-28346	1	220	included	include	VERB
bracis-28346	1	221	in	in	ADP
bracis-28346	1	222	the	the	DET
bracis-28346	1	223	following	follow	VERB
bracis-28346	1	224	conference	conference	NOUN
bracis-28346	1	225	series	series	NOUN
bracis-28346	1	226	:	:	PUNCT
bracis-28346	1	227	brazilian	brazilian	ADJ
bracis-28346	1	228	conference	conference	NOUN
bracis-28346	1	229	on	on	ADP
bracis-28346	1	230	intelligent	intelligent	ADJ
bracis-28346	1	231	systems	system	NOUN
bracis-28346	1	232	581	581	NUM
bracis-28346	1	233	accesses	access	NOUN
bracis-28346	1	234	abstract	abstract	ADJ
bracis-28346	1	235	context	context	NOUN
bracis-28346	1	236	:	:	PUNCT
bracis-28346	1	237	the	the	DET
bracis-28346	1	238	use	use	NOUN
bracis-28346	1	239	of	of	ADP
bracis-28346	1	240	artificial	artificial	ADJ
bracis-28346	1	241	intelligence	intelligence	NOUN
bracis-28346	1	242	(	(	PUNCT
bracis-28346	1	243	ai	ai	NOUN
bracis-28346	1	244	)	)	PUNCT
bracis-28346	1	245	in	in	ADP
bracis-28346	1	246	various	various	ADJ
bracis-28346	1	247	sectors	sector	NOUN
bracis-28346	1	248	of	of	ADP
bracis-28346	1	249	the	the	DET
bracis-28346	1	250	economy	economy	NOUN
bracis-28346	1	251	is	be	AUX
bracis-28346	1	252	already	already	ADV
bracis-28346	1	253	a	a	DET
bracis-28346	1	254	reality	reality	NOUN
bracis-28346	1	255	in	in	ADP
bracis-28346	1	256	brazil	brazil	PROPN
bracis-28346	1	257	.	.	PUNCT
bracis-28346	2	1	consequently	consequently	ADV
bracis-28346	2	2	,	,	PUNCT
bracis-28346	2	3	since	since	SCONJ
bracis-28346	2	4	2019	2019	NUM
bracis-28346	2	5	,	,	PUNCT
bracis-28346	2	6	the	the	DET
bracis-28346	2	7	number	number	NOUN
bracis-28346	2	8	of	of	ADP
bracis-28346	2	9	cases	case	NOUN
bracis-28346	2	10	in	in	ADP
bracis-28346	2	11	the	the	DET
bracis-28346	2	12	judiciary	judiciary	NOUN
bracis-28346	2	13	involving	involve	VERB
bracis-28346	2	14	ai	ai	VERB
bracis-28346	2	15	has	have	AUX
bracis-28346	2	16	increased	increase	VERB
bracis-28346	2	17	.	.	PUNCT
bracis-28346	3	1	cases	case	NOUN
bracis-28346	3	2	involving	involve	VERB
bracis-28346	3	3	facial	facial	ADJ
bracis-28346	3	4	recognition	recognition	NOUN
bracis-28346	3	5	systems	system	NOUN
bracis-28346	3	6	(	(	PUNCT
bracis-28346	3	7	frs	frs	PROPN
bracis-28346	3	8	)	)	PUNCT
bracis-28346	3	9	for	for	ADP
bracis-28346	3	10	contracting	contract	VERB
bracis-28346	3	11	bank	bank	NOUN
bracis-28346	3	12	credit	credit	NOUN
bracis-28346	3	13	are	be	AUX
bracis-28346	3	14	increasing	increase	VERB
bracis-28346	3	15	annually	annually	ADV
bracis-28346	3	16	,	,	PUNCT
bracis-28346	3	17	so	so	CCONJ
bracis-28346	3	18	it	it	PRON
bracis-28346	3	19	is	be	AUX
bracis-28346	3	20	necessary	necessary	ADJ
bracis-28346	3	21	to	to	PART
bracis-28346	3	22	analyze	analyze	VERB
bracis-28346	3	23	how	how	SCONJ
bracis-28346	3	24	the	the	DET
bracis-28346	3	25	judiciary	judiciary	NOUN
bracis-28346	3	26	handles	handle	VERB
bracis-28346	3	27	the	the	DET
bracis-28346	3	28	issues	issue	NOUN
bracis-28346	3	29	.	.	PUNCT
bracis-28346	4	1	problem	problem	NOUN
bracis-28346	4	2	:	:	PUNCT
bracis-28346	4	3	why	why	SCONJ
bracis-28346	4	4	is	be	AUX
bracis-28346	4	5	the	the	DET
bracis-28346	4	6	são	são	PROPN
bracis-28346	4	7	paulo	paulo	PROPN
bracis-28346	4	8	court	court	PROPN
bracis-28346	4	9	of	of	ADP
bracis-28346	4	10	appeal	appeal	NOUN
bracis-28346	4	11	ruling	ruling	NOUN
bracis-28346	4	12	in	in	ADP
bracis-28346	4	13	favor	favor	NOUN
bracis-28346	4	14	of	of	ADP
bracis-28346	4	15	banks	bank	NOUN
bracis-28346	4	16	in	in	ADP
bracis-28346	4	17	all	all	DET
bracis-28346	4	18	cases	case	NOUN
bracis-28346	4	19	involving	involve	VERB
bracis-28346	4	20	taking	take	VERB
bracis-28346	4	21	out	out	ADP
bracis-28346	4	22	credit	credit	NOUN
bracis-28346	4	23	through	through	ADP
bracis-28346	4	24	facial	facial	ADJ
bracis-28346	4	25	recognition	recognition	NOUN
bracis-28346	4	26	technology	technology	NOUN
bracis-28346	4	27	?	?	PUNCT
bracis-28346	5	1	methodology	methodology	NOUN
bracis-28346	5	2	and	and	CCONJ
bracis-28346	5	3	methods	method	NOUN
bracis-28346	5	4	:	:	PUNCT
bracis-28346	5	5	data	datum	NOUN
bracis-28346	5	6	were	be	AUX
bracis-28346	5	7	collected	collect	VERB
bracis-28346	5	8	and	and	CCONJ
bracis-28346	5	9	processed	process	VERB
bracis-28346	5	10	using	use	VERB
bracis-28346	5	11	automated	automate	VERB
bracis-28346	5	12	computer	computer	NOUN
bracis-28346	5	13	programs	program	NOUN
bracis-28346	5	14	.	.	PUNCT
bracis-28346	6	1	the	the	DET
bracis-28346	6	2	qualitative	qualitative	ADJ
bracis-28346	6	3	analysis	analysis	NOUN
bracis-28346	6	4	used	use	VERB
bracis-28346	6	5	the	the	DET
bracis-28346	6	6	analytical	analytical	ADJ
bracis-28346	6	7	,	,	PUNCT
bracis-28346	6	8	comparative	comparative	ADJ
bracis-28346	6	9	and	and	CCONJ
bracis-28346	6	10	monographic	monographic	ADJ
bracis-28346	6	11	methods	method	NOUN
bracis-28346	6	12	.	.	PUNCT
bracis-28346	7	1	results	result	NOUN
bracis-28346	7	2	:	:	PUNCT
bracis-28346	7	3	the	the	DET
bracis-28346	7	4	court	court	NOUN
bracis-28346	7	5	of	of	ADP
bracis-28346	7	6	appeal	appeal	NOUN
bracis-28346	7	7	of	of	ADP
bracis-28346	7	8	são	são	PROPN
bracis-28346	7	9	paulo	paulo	PROPN
bracis-28346	7	10	considers	consider	VERB
bracis-28346	7	11	it	it	PRON
bracis-28346	7	12	difficult	difficult	ADJ
bracis-28346	7	13	to	to	PART
bracis-28346	7	14	deceive	deceive	VERB
bracis-28346	7	15	an	an	DET
bracis-28346	7	16	ai	ai	NOUN
bracis-28346	7	17	system	system	NOUN
bracis-28346	7	18	,	,	PUNCT
bracis-28346	7	19	therefore	therefore	ADV
bracis-28346	7	20	,	,	PUNCT
bracis-28346	7	21	the	the	DET
bracis-28346	7	22	burden	burden	NOUN
bracis-28346	7	23	of	of	ADP
bracis-28346	7	24	proof	proof	NOUN
bracis-28346	7	25	is	be	AUX
bracis-28346	7	26	on	on	ADP
bracis-28346	7	27	the	the	DET
bracis-28346	7	28	author	author	NOUN
bracis-28346	7	29	,	,	PUNCT
bracis-28346	7	30	even	even	ADV
bracis-28346	7	31	if	if	SCONJ
bracis-28346	7	32	there	there	PRON
bracis-28346	7	33	is	be	VERB
bracis-28346	7	34	a	a	DET
bracis-28346	7	35	consumer	consumer	NOUN
bracis-28346	7	36	relationship	relationship	NOUN
bracis-28346	7	37	.	.	PUNCT
bracis-28346	8	1	that	that	PRON
bracis-28346	8	2	is	is	ADV
bracis-28346	8	3	,	,	PUNCT
bracis-28346	8	4	the	the	DET
bracis-28346	8	5	decisions	decision	NOUN
bracis-28346	8	6	are	be	AUX
bracis-28346	8	7	contrary	contrary	ADJ
bracis-28346	8	8	to	to	ADP
bracis-28346	8	9	the	the	DET
bracis-28346	8	10	general	general	ADJ
bracis-28346	8	11	rule	rule	NOUN
bracis-28346	8	12	of	of	ADP
bracis-28346	8	13	the	the	DET
bracis-28346	8	14	code	code	NOUN
bracis-28346	8	15	of	of	ADP
bracis-28346	8	16	consumer	consumer	NOUN
bracis-28346	8	17	protection	protection	NOUN
bracis-28346	8	18	in	in	ADP
bracis-28346	8	19	brazil	brazil	PROPN
bracis-28346	8	20	,	,	PUNCT
bracis-28346	8	21	which	which	PRON
bracis-28346	8	22	consists	consist	VERB
bracis-28346	8	23	of	of	ADP
bracis-28346	8	24	reversing	reverse	VERB
bracis-28346	8	25	the	the	DET
bracis-28346	8	26	burden	burden	NOUN
bracis-28346	8	27	of	of	ADP
bracis-28346	8	28	proof	proof	NOUN
bracis-28346	8	29	in	in	ADP
bracis-28346	8	30	consumer	consumer	NOUN
bracis-28346	8	31	relations	relation	NOUN
bracis-28346	8	32	when	when	SCONJ
bracis-28346	8	33	one	one	NUM
bracis-28346	8	34	of	of	ADP
bracis-28346	8	35	the	the	DET
bracis-28346	8	36	parties	party	NOUN
bracis-28346	8	37	is	be	AUX
bracis-28346	8	38	underprivileged	underprivileged	ADJ
bracis-28346	8	39	.	.	PUNCT
bracis-28346	9	1	contributions	contribution	NOUN
bracis-28346	9	2	and	and	CCONJ
bracis-28346	9	3	solutions	solution	NOUN
bracis-28346	9	4	:	:	PUNCT
bracis-28346	9	5	the	the	DET
bracis-28346	9	6	research	research	NOUN
bracis-28346	9	7	points	point	VERB
bracis-28346	9	8	to	to	ADP
bracis-28346	9	9	the	the	DET
bracis-28346	9	10	path	path	NOUN
bracis-28346	9	11	of	of	ADP
bracis-28346	9	12	jurisprudence	jurisprudence	NOUN
bracis-28346	9	13	in	in	ADP
bracis-28346	9	14	cases	case	NOUN
bracis-28346	9	15	involving	involve	VERB
bracis-28346	9	16	the	the	DET
bracis-28346	9	17	contracting	contracting	NOUN
bracis-28346	9	18	of	of	ADP
bracis-28346	9	19	credit	credit	NOUN
bracis-28346	9	20	through	through	ADP
bracis-28346	9	21	frs	frs	PROPN
bracis-28346	9	22	,	,	PUNCT
bracis-28346	9	23	and	and	CCONJ
bracis-28346	9	24	the	the	DET
bracis-28346	9	25	judiciary	judiciary	NOUN
bracis-28346	9	26	is	be	AUX
bracis-28346	9	27	deciding	decide	VERB
bracis-28346	9	28	against	against	ADP
bracis-28346	9	29	the	the	DET
bracis-28346	9	30	bank	bank	NOUN
bracis-28346	9	31	’s	’s	PART
bracis-28346	9	32	customers	customer	NOUN
bracis-28346	9	33	,	,	PUNCT
bracis-28346	9	34	dispensing	dispense	VERB
bracis-28346	9	35	with	with	ADP
bracis-28346	9	36	the	the	DET
bracis-28346	9	37	production	production	NOUN
bracis-28346	9	38	of	of	ADP
bracis-28346	9	39	evidence	evidence	NOUN
bracis-28346	9	40	by	by	ADP
bracis-28346	9	41	the	the	DET
bracis-28346	9	42	banking	banking	NOUN
bracis-28346	9	43	sector	sector	NOUN
bracis-28346	9	44	.	.	PUNCT
bracis-28346	10	1	therefore	therefore	ADV
bracis-28346	10	2	,	,	PUNCT
bracis-28346	10	3	it	it	PRON
bracis-28346	10	4	is	be	AUX
bracis-28346	10	5	necessary	necessary	ADJ
bracis-28346	10	6	to	to	PART
bracis-28346	10	7	alert	alert	VERB
bracis-28346	10	8	the	the	DET
bracis-28346	10	9	national	national	PROPN
bracis-28346	10	10	council	council	PROPN
bracis-28346	10	11	of	of	ADP
bracis-28346	10	12	justice	justice	PROPN
bracis-28346	10	13	and	and	CCONJ
bracis-28346	10	14	the	the	DET
bracis-28346	10	15	central	central	ADJ
bracis-28346	10	16	bank	bank	NOUN
bracis-28346	10	17	regarding	regard	VERB
bracis-28346	10	18	this	this	DET
bracis-28346	10	19	situation	situation	NOUN
bracis-28346	10	20	so	so	SCONJ
bracis-28346	10	21	that	that	SCONJ
bracis-28346	10	22	it	it	PRON
bracis-28346	10	23	is	be	AUX
bracis-28346	10	24	disciplined	discipline	VERB
bracis-28346	10	25	adequately	adequately	ADV
bracis-28346	10	26	since	since	SCONJ
bracis-28346	10	27	the	the	DET
bracis-28346	10	28	frs	frs	PROPN
bracis-28346	10	29	is	be	AUX
bracis-28346	10	30	fallible	fallible	ADJ
bracis-28346	10	31	and	and	CCONJ
bracis-28346	10	32	does	do	AUX
bracis-28346	10	33	not	not	PART
bracis-28346	10	34	guarantee	guarantee	VERB
bracis-28346	10	35	the	the	DET
bracis-28346	10	36	absence	absence	NOUN
bracis-28346	10	37	of	of	ADP
bracis-28346	10	38	fraud	fraud	NOUN
bracis-28346	10	39	.	.	PUNCT
bracis-28346	11	1	this	this	DET
bracis-28346	11	2	work	work	NOUN
bracis-28346	11	3	was	be	AUX
bracis-28346	11	4	carried	carry	VERB
bracis-28346	11	5	out	out	ADP
bracis-28346	11	6	at	at	ADP
bracis-28346	11	7	the	the	DET
bracis-28346	11	8	center	center	NOUN
bracis-28346	11	9	for	for	ADP
bracis-28346	11	10	artificial	artificial	ADJ
bracis-28346	11	11	intelligence	intelligence	NOUN
bracis-28346	11	12	(	(	PUNCT
bracis-28346	11	13	c4ai	c4ai	NOUN
bracis-28346	11	14	-	-	PUNCT
bracis-28346	11	15	usp	usp	NOUN
bracis-28346	11	16	)	)	PUNCT
bracis-28346	11	17	,	,	PUNCT
bracis-28346	11	18	with	with	ADP
bracis-28346	11	19	support	support	NOUN
bracis-28346	11	20	by	by	ADP
bracis-28346	11	21	the	the	DET
bracis-28346	11	22	são	são	PROPN
bracis-28346	11	23	paulo	paulo	PROPN
bracis-28346	11	24	research	research	PROPN
bracis-28346	11	25	foundation	foundation	PROPN
bracis-28346	11	26	(	(	PUNCT
bracis-28346	11	27	fapesp	fapesp	NOUN
bracis-28346	11	28	grant	grant	VERB
bracis-28346	11	29	#	#	SYM
bracis-28346	11	30	2019/07665	2019/07665	NUM
bracis-28346	11	31	-	-	SYM
bracis-28346	11	32	4	4	NUM
bracis-28346	11	33	)	)	PUNCT
bracis-28346	11	34	and	and	CCONJ
bracis-28346	11	35	by	by	ADP
bracis-28346	11	36	the	the	DET
bracis-28346	11	37	ibm	ibm	PROPN
bracis-28346	11	38	corporation	corporation	NOUN
bracis-28346	11	39	.	.	PUNCT
bracis-28346	12	1	this	this	DET
bracis-28346	12	2	study	study	NOUN
bracis-28346	12	3	was	be	AUX
bracis-28346	12	4	financed	finance	VERB
bracis-28346	12	5	in	in	ADP
bracis-28346	12	6	part	part	NOUN
bracis-28346	12	7	by	by	ADP
bracis-28346	12	8	the	the	DET
bracis-28346	12	9	coordenação	coordenação	PROPN
bracis-28346	12	10	de	de	PROPN
bracis-28346	12	11	aperfeiçoamento	aperfeiçoamento	PROPN
bracis-28346	12	12	de	de	X
bracis-28346	12	13	pessoal	pessoal	PROPN
bracis-28346	12	14	de	de	PROPN
bracis-28346	12	15	nível	nível	PROPN
bracis-28346	12	16	superior	superior	PROPN
bracis-28346	12	17	brasil	brasil	PROPN
bracis-28346	12	18	(	(	PUNCT
bracis-28346	12	19	capes	cape	NOUN
bracis-28346	12	20	)	)	PUNCT
bracis-28346	12	21	finance	finance	NOUN
bracis-28346	12	22	code	code	NOUN
bracis-28346	12	23	001	001	NUM
bracis-28346	12	24	.	.	PUNCT
bracis-28346	13	1	access	access	NOUN
bracis-28346	13	2	provided	provide	VERB
bracis-28346	13	3	by	by	ADP
bracis-28346	13	4	university	university	PROPN
bracis-28346	13	5	of	of	ADP
bracis-28346	13	6	notre	notre	PROPN
bracis-28346	13	7	dame	dame	PROPN
bracis-28346	13	8	hesburgh	hesburgh	PROPN
bracis-28346	13	9	library	library	PROPN
bracis-28346	13	10	.	.	PUNCT
bracis-28346	14	1	download	download	PROPN
bracis-28346	14	2	conference	conference	NOUN
bracis-28346	14	3	paper	paper	NOUN
bracis-28346	14	4	pdf	pdf	NOUN
bracis-28346	14	5	similar	similar	ADJ
bracis-28346	14	6	content	content	NOUN
bracis-28346	14	7	being	be	AUX
bracis-28346	14	8	viewed	view	VERB
bracis-28346	14	9	by	by	ADP
bracis-28346	14	10	others	other	NOUN
bracis-28346	14	11	trust	trust	NOUN
bracis-28346	14	12	in	in	ADP
bracis-28346	14	13	 	 	SPACE
bracis-28346	14	14	facial	facial	ADJ
bracis-28346	14	15	recognition	recognition	NOUN
bracis-28346	14	16	systems	system	NOUN
bracis-28346	14	17	:	:	PUNCT
bracis-28346	14	18	a	a	DET
bracis-28346	14	19	perspective	perspective	NOUN
bracis-28346	14	20	from	from	ADP
bracis-28346	14	21	 	 	SPACE
bracis-28346	14	22	the	the	DET
bracis-28346	14	23	 	 	SPACE
bracis-28346	14	24	users	user	NOUN
bracis-28346	14	25	chapter	chapter	NOUN
bracis-28346	14	26	©	©	NOUN
bracis-28346	14	27	2023	2023	NUM
bracis-28346	14	28	implementation	implementation	NOUN
bracis-28346	14	29	of	of	ADP
bracis-28346	14	30	artificial	artificial	ADJ
bracis-28346	14	31	intelligence	intelligence	NOUN
bracis-28346	14	32	and	and	CCONJ
bracis-28346	14	33	chatbot	chatbot	NOUN
bracis-28346	14	34	for	for	ADP
bracis-28346	14	35	the	the	DET
bracis-28346	14	36	enhancement	enhancement	NOUN
bracis-28346	14	37	of	of	ADP
bracis-28346	14	38	new	new	ADJ
bracis-28346	14	39	age	age	NOUN
bracis-28346	14	40	banking	banking	NOUN
bracis-28346	14	41	systems	system	NOUN
bracis-28346	14	42	:	:	PUNCT
bracis-28346	14	43	a	a	DET
bracis-28346	14	44	systematic	systematic	ADJ
bracis-28346	14	45	review	review	NOUN
bracis-28346	14	46	chapter	chapter	NOUN
bracis-28346	14	47	©	©	PROPN
bracis-28346	14	48	2025	2025	NUM
bracis-28346	14	49	fear	fear	NOUN
bracis-28346	14	50	of	of	ADP
bracis-28346	14	51	missing	miss	VERB
bracis-28346	14	52	out	out	ADP
bracis-28346	14	53	and	and	CCONJ
bracis-28346	14	54	the	the	DET
bracis-28346	14	55	future	future	NOUN
bracis-28346	14	56	of	of	ADP
bracis-28346	14	57	facial	facial	ADJ
bracis-28346	14	58	recognition	recognition	NOUN
bracis-28346	14	59	payments	payment	NOUN
bracis-28346	14	60	in	in	ADP
bracis-28346	14	61	the	the	DET
bracis-28346	14	62	blue	blue	ADJ
bracis-28346	14	63	economy	economy	NOUN
bracis-28346	14	64	chapter	chapter	NOUN
bracis-28346	14	65	©	©	PROPN
bracis-28346	14	66	2025	2025	NUM
bracis-28346	14	67	explore	explore	VERB
bracis-28346	14	68	related	relate	VERB
bracis-28346	14	69	subjects	subject	NOUN
bracis-28346	14	70	discover	discover	VERB
bracis-28346	14	71	the	the	DET
bracis-28346	14	72	latest	late	ADJ
bracis-28346	14	73	articles	article	NOUN
bracis-28346	14	74	,	,	PUNCT
bracis-28346	14	75	books	book	NOUN
bracis-28346	14	76	and	and	CCONJ
bracis-28346	14	77	news	news	NOUN
bracis-28346	14	78	in	in	ADP
bracis-28346	14	79	related	related	ADJ
bracis-28346	14	80	subjects	subject	NOUN
bracis-28346	14	81	,	,	PUNCT
bracis-28346	14	82	suggested	suggest	VERB
bracis-28346	14	83	using	use	VERB
bracis-28346	14	84	machine	machine	NOUN
bracis-28346	14	85	learning	learning	NOUN
bracis-28346	14	86	.	.	PUNCT
bracis-28346	15	1	biometrics	biometric	NOUN
bracis-28346	15	2	courts	court	NOUN
bracis-28346	15	3	law	law	NOUN
bracis-28346	15	4	and	and	CCONJ
bracis-28346	15	5	religion	religion	NOUN
bracis-28346	15	6	philosophy	philosophy	NOUN
bracis-28346	15	7	of	of	ADP
bracis-28346	15	8	artificial	artificial	ADJ
bracis-28346	15	9	intelligence	intelligence	NOUN
bracis-28346	15	10	privacy	privacy	NOUN
bracis-28346	15	11	artificial	artificial	ADJ
bracis-28346	15	12	intelligence	intelligence	NOUN
bracis-28346	15	13	1	1	NUM
bracis-28346	15	14	introduction	introduction	NOUN
bracis-28346	15	15	the	the	DET
bracis-28346	15	16	regulation	regulation	NOUN
bracis-28346	15	17	of	of	ADP
bracis-28346	15	18	artificial	artificial	ADJ
bracis-28346	15	19	intelligence	intelligence	NOUN
bracis-28346	15	20	(	(	PUNCT
bracis-28346	15	21	ai	ai	NOUN
bracis-28346	15	22	)	)	PUNCT
bracis-28346	15	23	has	have	AUX
bracis-28346	15	24	garnered	garner	VERB
bracis-28346	15	25	the	the	DET
bracis-28346	15	26	attention	attention	NOUN
bracis-28346	15	27	of	of	ADP
bracis-28346	15	28	various	various	ADJ
bracis-28346	15	29	stakeholders	stakeholder	NOUN
bracis-28346	15	30	worldwide	worldwide	ADV
bracis-28346	15	31	.	.	PUNCT
bracis-28346	16	1	in	in	ADP
bracis-28346	16	2	brazil	brazil	PROPN
bracis-28346	16	3	,	,	PUNCT
bracis-28346	16	4	the	the	DET
bracis-28346	16	5	subject	subject	NOUN
bracis-28346	16	6	gained	gain	VERB
bracis-28346	16	7	visibility	visibility	NOUN
bracis-28346	16	8	between	between	ADP
bracis-28346	16	9	2019	2019	NUM
bracis-28346	16	10	and	and	CCONJ
bracis-28346	16	11	2021	2021	NUM
bracis-28346	16	12	when	when	SCONJ
bracis-28346	16	13	three	three	NUM
bracis-28346	16	14	bills	bill	NOUN
bracis-28346	16	15	concerning	concern	VERB
bracis-28346	16	16	the	the	DET
bracis-28346	16	17	regulation	regulation	NOUN
bracis-28346	16	18	of	of	ADP
bracis-28346	16	19	ai	ai	VERB
bracis-28346	16	20	began	begin	VERB
bracis-28346	16	21	to	to	PART
bracis-28346	16	22	be	be	AUX
bracis-28346	16	23	discussed	discuss	VERB
bracis-28346	16	24	in	in	ADP
bracis-28346	16	25	the	the	DET
bracis-28346	16	26	national	national	ADJ
bracis-28346	16	27	congress	congress	PROPN
bracis-28346	16	28	.	.	PUNCT
bracis-28346	17	1	in	in	ADP
bracis-28346	17	2	2022	2022	NUM
bracis-28346	17	3	,	,	PUNCT
bracis-28346	17	4	the	the	DET
bracis-28346	17	5	discussion	discussion	NOUN
bracis-28346	17	6	on	on	ADP
bracis-28346	17	7	the	the	DET
bracis-28346	17	8	regulation	regulation	NOUN
bracis-28346	17	9	of	of	ADP
bracis-28346	17	10	ai	ai	NOUN
bracis-28346	17	11	in	in	ADP
bracis-28346	17	12	the	the	DET
bracis-28346	17	13	country	country	NOUN
bracis-28346	17	14	became	become	VERB
bracis-28346	17	15	even	even	ADV
bracis-28346	17	16	more	more	ADV
bracis-28346	17	17	intense	intense	ADJ
bracis-28346	17	18	due	due	ADP
bracis-28346	17	19	to	to	ADP
bracis-28346	17	20	the	the	DET
bracis-28346	17	21	creation	creation	NOUN
bracis-28346	17	22	,	,	PUNCT
bracis-28346	17	23	by	by	ADP
bracis-28346	17	24	the	the	DET
bracis-28346	17	25	federal	federal	ADJ
bracis-28346	17	26	senate	senate	PROPN
bracis-28346	17	27	,	,	PUNCT
bracis-28346	17	28	of	of	ADP
bracis-28346	17	29	a	a	DET
bracis-28346	17	30	commission	commission	NOUN
bracis-28346	17	31	of	of	ADP
bracis-28346	17	32	jurists	jurist	NOUN
bracis-28346	17	33	responsible	responsible	ADJ
bracis-28346	17	34	for	for	ADP
bracis-28346	17	35	gathering	gather	VERB
bracis-28346	17	36	information	information	NOUN
bracis-28346	17	37	to	to	PART
bracis-28346	17	38	create	create	VERB
bracis-28346	17	39	a	a	DET
bracis-28346	17	40	regulatory	regulatory	ADJ
bracis-28346	17	41	framework	framework	NOUN
bracis-28346	17	42	for	for	ADP
bracis-28346	17	43	ai	ai	PROPN
bracis-28346	17	44	.	.	PUNCT
bracis-28346	18	1	amidst	amidst	ADP
bracis-28346	18	2	these	these	DET
bracis-28346	18	3	topics	topic	NOUN
bracis-28346	18	4	,	,	PUNCT
bracis-28346	18	5	many	many	ADJ
bracis-28346	18	6	researchers	researcher	NOUN
bracis-28346	18	7	have	have	AUX
bracis-28346	18	8	overlooked	overlook	VERB
bracis-28346	18	9	the	the	DET
bracis-28346	18	10	fact	fact	NOUN
bracis-28346	18	11	that	that	SCONJ
bracis-28346	18	12	the	the	DET
bracis-28346	18	13	legal	legal	ADJ
bracis-28346	18	14	regulation	regulation	NOUN
bracis-28346	18	15	of	of	ADP
bracis-28346	18	16	ai	ai	PROPN
bracis-28346	18	17	depends	depend	VERB
bracis-28346	18	18	,	,	PUNCT
bracis-28346	18	19	among	among	ADP
bracis-28346	18	20	other	other	ADJ
bracis-28346	18	21	elements	element	NOUN
bracis-28346	18	22	,	,	PUNCT
bracis-28346	18	23	on	on	ADP
bracis-28346	18	24	decisions	decision	NOUN
bracis-28346	18	25	by	by	ADP
bracis-28346	18	26	the	the	DET
bracis-28346	18	27	judiciary	judiciary	NOUN
bracis-28346	18	28	regarding	regard	VERB
bracis-28346	18	29	disputes	dispute	NOUN
bracis-28346	18	30	involving	involve	VERB
bracis-28346	18	31	the	the	DET
bracis-28346	18	32	different	different	ADJ
bracis-28346	18	33	applications	application	NOUN
bracis-28346	18	34	of	of	ADP
bracis-28346	18	35	the	the	DET
bracis-28346	18	36	technology	technology	NOUN
bracis-28346	18	37	in	in	ADP
bracis-28346	18	38	question	question	NOUN
bracis-28346	18	39	,	,	PUNCT
bracis-28346	18	40	rather	rather	ADV
bracis-28346	18	41	than	than	ADP
bracis-28346	18	42	solely	solely	ADV
bracis-28346	18	43	relying	rely	VERB
bracis-28346	18	44	on	on	ADP
bracis-28346	18	45	general	general	ADJ
bracis-28346	18	46	laws	law	NOUN
bracis-28346	18	47	that	that	PRON
bracis-28346	18	48	directly	directly	ADV
bracis-28346	18	49	deal	deal	VERB
bracis-28346	18	50	with	with	ADP
bracis-28346	18	51	regulation	regulation	NOUN
bracis-28346	18	52	.	.	PUNCT
bracis-28346	19	1	in	in	ADP
bracis-28346	19	2	addition	addition	NOUN
bracis-28346	19	3	to	to	ADP
bracis-28346	19	4	this	this	DET
bracis-28346	19	5	gap	gap	NOUN
bracis-28346	19	6	in	in	ADP
bracis-28346	19	7	the	the	DET
bracis-28346	19	8	discussions	discussion	NOUN
bracis-28346	19	9	on	on	ADP
bracis-28346	19	10	the	the	DET
bracis-28346	19	11	legal	legal	ADJ
bracis-28346	19	12	regulation	regulation	NOUN
bracis-28346	19	13	of	of	ADP
bracis-28346	19	14	ai	ai	NOUN
bracis-28346	19	15	,	,	PUNCT
bracis-28346	19	16	there	there	PRON
bracis-28346	19	17	is	be	VERB
bracis-28346	19	18	another	another	DET
bracis-28346	19	19	gap	gap	NOUN
bracis-28346	19	20	in	in	ADP
bracis-28346	19	21	the	the	DET
bracis-28346	19	22	discussions	discussion	NOUN
bracis-28346	19	23	on	on	ADP
bracis-28346	19	24	the	the	DET
bracis-28346	19	25	use	use	NOUN
bracis-28346	19	26	of	of	ADP
bracis-28346	19	27	ai	ai	NOUN
bracis-28346	19	28	by	by	ADP
bracis-28346	19	29	the	the	DET
bracis-28346	19	30	brazilian	brazilian	ADJ
bracis-28346	19	31	public	public	ADJ
bracis-28346	19	32	power	power	NOUN
bracis-28346	19	33	:	:	PUNCT
bracis-28346	19	34	it	it	PRON
bracis-28346	19	35	is	be	AUX
bracis-28346	19	36	still	still	ADV
bracis-28346	19	37	not	not	PART
bracis-28346	19	38	completely	completely	ADV
bracis-28346	19	39	clear	clear	ADJ
bracis-28346	19	40	to	to	ADP
bracis-28346	19	41	researchers	researcher	NOUN
bracis-28346	19	42	how	how	SCONJ
bracis-28346	19	43	ai	ai	VERB
bracis-28346	19	44	applications	application	NOUN
bracis-28346	19	45	have	have	AUX
bracis-28346	19	46	been	be	AUX
bracis-28346	19	47	used	use	VERB
bracis-28346	19	48	by	by	ADP
bracis-28346	19	49	national	national	ADJ
bracis-28346	19	50	public	public	ADJ
bracis-28346	19	51	offices	office	NOUN
bracis-28346	19	52	.	.	PUNCT
bracis-28346	20	1	in	in	ADP
bracis-28346	20	2	the	the	DET
bracis-28346	20	3	case	case	NOUN
bracis-28346	20	4	of	of	ADP
bracis-28346	20	5	the	the	DET
bracis-28346	20	6	brazilian	brazilian	ADJ
bracis-28346	20	7	judiciary	judiciary	NOUN
bracis-28346	20	8	,	,	PUNCT
bracis-28346	20	9	salomão	salomão	NOUN
bracis-28346	20	10	et	et	PROPN
bracis-28346	20	11	al	al	PROPN
bracis-28346	20	12	.	.	PUNCT
bracis-28346	21	1	[	[	X
bracis-28346	21	2	22	22	NUM
bracis-28346	21	3	]	]	PUNCT
bracis-28346	21	4	attempted	attempt	VERB
bracis-28346	21	5	to	to	PART
bracis-28346	21	6	map	map	VERB
bracis-28346	21	7	ai	ai	VERB
bracis-28346	21	8	use	use	NOUN
bracis-28346	21	9	cases	case	NOUN
bracis-28346	21	10	.	.	PUNCT
bracis-28346	22	1	investigations	investigation	NOUN
bracis-28346	22	2	such	such	ADJ
bracis-28346	22	3	as	as	ADP
bracis-28346	22	4	this	this	PRON
bracis-28346	22	5	are	be	AUX
bracis-28346	22	6	valuable	valuable	ADJ
bracis-28346	22	7	but	but	CCONJ
bracis-28346	22	8	do	do	AUX
bracis-28346	22	9	not	not	PART
bracis-28346	22	10	provide	provide	VERB
bracis-28346	22	11	us	we	PRON
bracis-28346	22	12	with	with	ADP
bracis-28346	22	13	a	a	DET
bracis-28346	22	14	clear	clear	ADJ
bracis-28346	22	15	understanding	understanding	NOUN
bracis-28346	22	16	of	of	ADP
bracis-28346	22	17	how	how	SCONJ
bracis-28346	22	18	this	this	DET
bracis-28346	22	19	power	power	NOUN
bracis-28346	22	20	actually	actually	ADV
bracis-28346	22	21	deals	deal	VERB
bracis-28346	22	22	with	with	ADP
bracis-28346	22	23	ai	ai	NOUN
bracis-28346	22	24	in	in	ADP
bracis-28346	22	25	concrete	concrete	ADJ
bracis-28346	22	26	situations	situation	NOUN
bracis-28346	22	27	where	where	SCONJ
bracis-28346	22	28	the	the	DET
bracis-28346	22	29	technology	technology	NOUN
bracis-28346	22	30	in	in	ADP
bracis-28346	22	31	question	question	NOUN
bracis-28346	22	32	may	may	AUX
bracis-28346	22	33	have	have	AUX
bracis-28346	22	34	caused	cause	VERB
bracis-28346	22	35	objective	objective	ADJ
bracis-28346	22	36	harm	harm	NOUN
bracis-28346	22	37	to	to	ADP
bracis-28346	22	38	specific	specific	ADJ
bracis-28346	22	39	individuals	individual	NOUN
bracis-28346	22	40	.	.	PUNCT
bracis-28346	23	1	to	to	PART
bracis-28346	23	2	partially	partially	ADV
bracis-28346	23	3	address	address	VERB
bracis-28346	23	4	these	these	DET
bracis-28346	23	5	issues	issue	NOUN
bracis-28346	23	6	,	,	PUNCT
bracis-28346	23	7	our	our	PRON
bracis-28346	23	8	research	research	NOUN
bracis-28346	23	9	question	question	NOUN
bracis-28346	23	10	is	be	AUX
bracis-28346	23	11	:	:	PUNCT
bracis-28346	23	12	when	when	SCONJ
bracis-28346	23	13	analyzing	analyze	VERB
bracis-28346	23	14	cases	case	NOUN
bracis-28346	23	15	involving	involve	VERB
bracis-28346	23	16	facial	facial	ADJ
bracis-28346	23	17	recognition	recognition	NOUN
bracis-28346	23	18	systems	system	NOUN
bracis-28346	23	19	,	,	PUNCT
bracis-28346	23	20	does	do	AUX
bracis-28346	23	21	the	the	DET
bracis-28346	23	22	judiciary	judiciary	NOUN
bracis-28346	23	23	of	of	ADP
bracis-28346	23	24	the	the	DET
bracis-28346	23	25	state	state	NOUN
bracis-28346	23	26	of	of	ADP
bracis-28346	23	27	são	são	PROPN
bracis-28346	23	28	paulo	paulo	PROPN
bracis-28346	23	29	evaluate	evaluate	VERB
bracis-28346	23	30	the	the	DET
bracis-28346	23	31	transparency	transparency	NOUN
bracis-28346	23	32	of	of	ADP
bracis-28346	23	33	these	these	DET
bracis-28346	23	34	systems	system	NOUN
bracis-28346	23	35	and	and	CCONJ
bracis-28346	23	36	their	their	PRON
bracis-28346	23	37	cybersecurity	cybersecurity	NOUN
bracis-28346	23	38	level	level	NOUN
bracis-28346	23	39	against	against	ADP
bracis-28346	23	40	fraud	fraud	NOUN
bracis-28346	23	41	?	?	PUNCT
bracis-28346	24	1	guided	guide	VERB
bracis-28346	24	2	by	by	ADP
bracis-28346	24	3	this	this	DET
bracis-28346	24	4	question	question	NOUN
bracis-28346	24	5	,	,	PUNCT
bracis-28346	24	6	we	we	PRON
bracis-28346	24	7	applied	apply	VERB
bracis-28346	24	8	web	web	NOUN
bracis-28346	24	9	scraping	scrape	VERB
bracis-28346	24	10	techniques	technique	NOUN
bracis-28346	24	11	to	to	PART
bracis-28346	24	12	collect	collect	VERB
bracis-28346	24	13	data	datum	NOUN
bracis-28346	24	14	from	from	ADP
bracis-28346	24	15	the	the	DET
bracis-28346	24	16	court	court	NOUN
bracis-28346	24	17	of	of	ADP
bracis-28346	24	18	justice	justice	PROPN
bracis-28346	24	19	web	web	PROPN
bracis-28346	24	20	portal	portal	PROPN
bracis-28346	24	21	and	and	CCONJ
bracis-28346	24	22	analyzed	analyze	VERB
bracis-28346	24	23	the	the	DET
bracis-28346	24	24	arguments	argument	NOUN
bracis-28346	24	25	presented	present	VERB
bracis-28346	24	26	by	by	ADP
bracis-28346	24	27	the	the	DET
bracis-28346	24	28	judiciary	judiciary	PROPN
bracis-28346	24	29	power	power	NOUN
bracis-28346	24	30	to	to	PART
bracis-28346	24	31	justify	justify	VERB
bracis-28346	24	32	its	its	PRON
bracis-28346	24	33	decisions	decision	NOUN
bracis-28346	24	34	involving	involve	VERB
bracis-28346	24	35	the	the	DET
bracis-28346	24	36	use	use	NOUN
bracis-28346	24	37	of	of	ADP
bracis-28346	24	38	facial	facial	ADJ
bracis-28346	24	39	recognition	recognition	NOUN
bracis-28346	24	40	(	(	PUNCT
bracis-28346	24	41	fr	fr	NOUN
bracis-28346	24	42	)	)	PUNCT
bracis-28346	24	43	systems	system	NOUN
bracis-28346	24	44	for	for	ADP
bracis-28346	24	45	credit	credit	NOUN
bracis-28346	24	46	loan	loan	NOUN
bracis-28346	24	47	contracts	contract	NOUN
bracis-28346	24	48	.	.	PUNCT
bracis-28346	25	1	we	we	PRON
bracis-28346	25	2	also	also	ADV
bracis-28346	25	3	assessed	assess	VERB
bracis-28346	25	4	how	how	SCONJ
bracis-28346	25	5	clearly	clearly	ADV
bracis-28346	25	6	the	the	DET
bracis-28346	25	7	use	use	NOUN
bracis-28346	25	8	of	of	ADP
bracis-28346	25	9	such	such	ADJ
bracis-28346	25	10	technologies	technology	NOUN
bracis-28346	25	11	is	be	AUX
bracis-28346	25	12	understood	understand	VERB
bracis-28346	25	13	by	by	ADP
bracis-28346	25	14	both	both	CCONJ
bracis-28346	25	15	the	the	DET
bracis-28346	25	16	judiciary	judiciary	PROPN
bracis-28346	25	17	power	power	NOUN
bracis-28346	25	18	and	and	CCONJ
bracis-28346	25	19	the	the	DET
bracis-28346	25	20	contracting	contracting	NOUN
bracis-28346	25	21	party	party	NOUN
bracis-28346	25	22	of	of	ADP
bracis-28346	25	23	the	the	DET
bracis-28346	25	24	credit	credit	NOUN
bracis-28346	25	25	.	.	PUNCT
bracis-28346	26	1	we	we	PRON
bracis-28346	26	2	chose	choose	VERB
bracis-28346	26	3	to	to	PART
bracis-28346	26	4	study	study	VERB
bracis-28346	26	5	facial	facial	ADJ
bracis-28346	26	6	recognition	recognition	NOUN
bracis-28346	26	7	systems	system	NOUN
bracis-28346	26	8	because	because	SCONJ
bracis-28346	26	9	,	,	PUNCT
bracis-28346	26	10	as	as	ADP
bracis-28346	26	11	daly	daly	NOUN
bracis-28346	26	12	[	[	X
bracis-28346	26	13	6	6	NUM
bracis-28346	26	14	]	]	PUNCT
bracis-28346	26	15	points	point	VERB
bracis-28346	26	16	out	out	ADP
bracis-28346	26	17	,	,	PUNCT
bracis-28346	26	18	they	they	PRON
bracis-28346	26	19	are	be	AUX
bracis-28346	26	20	an	an	DET
bracis-28346	26	21	example	example	NOUN
bracis-28346	26	22	of	of	ADP
bracis-28346	26	23	an	an	DET
bracis-28346	26	24	ai	ai	NOUN
bracis-28346	26	25	application	application	NOUN
bracis-28346	26	26	that	that	PRON
bracis-28346	26	27	tangibly	tangibly	ADV
bracis-28346	26	28	affects	affect	VERB
bracis-28346	26	29	individuals	individual	NOUN
bracis-28346	26	30	’	'	PUNCT
bracis-28346	26	31	lives	life	NOUN
bracis-28346	26	32	,	,	PUNCT
bracis-28346	26	33	allowing	allow	VERB
bracis-28346	26	34	them	they	PRON
bracis-28346	26	35	to	to	PART
bracis-28346	26	36	conceive	conceive	VERB
bracis-28346	26	37	the	the	DET
bracis-28346	26	38	technology	technology	NOUN
bracis-28346	26	39	in	in	ADP
bracis-28346	26	40	a	a	DET
bracis-28346	26	41	more	more	ADV
bracis-28346	26	42	concrete	concrete	ADJ
bracis-28346	26	43	manner	manner	NOUN
bracis-28346	26	44	,	,	PUNCT
bracis-28346	26	45	even	even	ADV
bracis-28346	26	46	though	though	SCONJ
bracis-28346	26	47	it	it	PRON
bracis-28346	26	48	may	may	AUX
bracis-28346	26	49	sometimes	sometimes	ADV
bracis-28346	26	50	seem	seem	VERB
bracis-28346	26	51	abstract	abstract	ADJ
bracis-28346	26	52	.	.	PUNCT
bracis-28346	27	1	the	the	DET
bracis-28346	27	2	choice	choice	NOUN
bracis-28346	27	3	of	of	ADP
bracis-28346	27	4	the	the	DET
bracis-28346	27	5	state	state	NOUN
bracis-28346	27	6	of	of	ADP
bracis-28346	27	7	são	são	PROPN
bracis-28346	27	8	paulo	paulo	PROPN
bracis-28346	27	9	is	be	AUX
bracis-28346	27	10	justified	justify	VERB
bracis-28346	27	11	by	by	ADP
bracis-28346	27	12	its	its	PRON
bracis-28346	27	13	status	status	NOUN
bracis-28346	27	14	as	as	ADP
bracis-28346	27	15	the	the	DET
bracis-28346	27	16	most	most	ADV
bracis-28346	27	17	prosperous	prosperous	ADJ
bracis-28346	27	18	state	state	NOUN
bracis-28346	27	19	in	in	ADP
bracis-28346	27	20	the	the	DET
bracis-28346	27	21	country	country	NOUN
bracis-28346	27	22	,	,	PUNCT
bracis-28346	27	23	potentially	potentially	ADV
bracis-28346	27	24	making	make	VERB
bracis-28346	27	25	it	it	PRON
bracis-28346	27	26	the	the	DET
bracis-28346	27	27	state	state	NOUN
bracis-28346	27	28	with	with	ADP
bracis-28346	27	29	the	the	DET
bracis-28346	27	30	most	most	ADV
bracis-28346	27	31	frequent	frequent	ADJ
bracis-28346	27	32	use	use	NOUN
bracis-28346	27	33	of	of	ADP
bracis-28346	27	34	ai	ai	ADJ
bracis-28346	27	35	applications	application	NOUN
bracis-28346	27	36	.	.	PUNCT
bracis-28346	28	1	finally	finally	ADV
bracis-28346	28	2	,	,	PUNCT
bracis-28346	28	3	we	we	PRON
bracis-28346	28	4	discuss	discuss	VERB
bracis-28346	28	5	the	the	DET
bracis-28346	28	6	challenges	challenge	NOUN
bracis-28346	28	7	of	of	ADP
bracis-28346	28	8	transparency	transparency	NOUN
bracis-28346	28	9	in	in	ADP
bracis-28346	28	10	ai	ai	PROPN
bracis-28346	28	11	,	,	PUNCT
bracis-28346	28	12	as	as	SCONJ
bracis-28346	28	13	we	we	PRON
bracis-28346	28	14	believe	believe	VERB
bracis-28346	28	15	that	that	SCONJ
bracis-28346	28	16	ethical	ethical	ADJ
bracis-28346	28	17	ai	ai	VERB
bracis-28346	28	18	is	be	AUX
bracis-28346	28	19	impossible	impossible	ADJ
bracis-28346	28	20	without	without	ADP
bracis-28346	28	21	it	it	PRON
bracis-28346	28	22	.	.	PUNCT
bracis-28346	29	1	in	in	ADP
bracis-28346	29	2	addition	addition	NOUN
bracis-28346	29	3	to	to	ADP
bracis-28346	29	4	this	this	DET
bracis-28346	29	5	introductory	introductory	ADJ
bracis-28346	29	6	section	section	NOUN
bracis-28346	29	7	,	,	PUNCT
bracis-28346	29	8	the	the	DET
bracis-28346	29	9	article	article	NOUN
bracis-28346	29	10	comprises	comprise	VERB
bracis-28346	29	11	three	three	NUM
bracis-28346	29	12	additional	additional	ADJ
bracis-28346	29	13	sections	section	NOUN
bracis-28346	29	14	.	.	PUNCT
bracis-28346	30	1	section	section	NOUN
bracis-28346	30	2	 	 	SPACE
bracis-28346	30	3	2	2	NUM
bracis-28346	30	4	presents	present	VERB
bracis-28346	30	5	the	the	DET
bracis-28346	30	6	methodology	methodology	NOUN
bracis-28346	30	7	used	use	VERB
bracis-28346	30	8	to	to	PART
bracis-28346	30	9	scrape	scrape	VERB
bracis-28346	30	10	data	datum	NOUN
bracis-28346	30	11	on	on	ADP
bracis-28346	30	12	the	the	DET
bracis-28346	30	13	decisions	decision	NOUN
bracis-28346	30	14	of	of	ADP
bracis-28346	30	15	the	the	DET
bracis-28346	30	16	judiciary	judiciary	NOUN
bracis-28346	30	17	in	in	ADP
bracis-28346	30	18	the	the	DET
bracis-28346	30	19	state	state	NOUN
bracis-28346	30	20	of	of	ADP
bracis-28346	30	21	são	são	PROPN
bracis-28346	30	22	paulo	paulo	PROPN
bracis-28346	30	23	and	and	CCONJ
bracis-28346	30	24	includes	include	VERB
bracis-28346	30	25	the	the	DET
bracis-28346	30	26	methodology	methodology	NOUN
bracis-28346	30	27	employed	employ	VERB
bracis-28346	30	28	to	to	PART
bracis-28346	30	29	analyze	analyze	VERB
bracis-28346	30	30	the	the	DET
bracis-28346	30	31	collected	collect	VERB
bracis-28346	30	32	data	datum	NOUN
bracis-28346	30	33	.	.	PUNCT
bracis-28346	31	1	section	section	NOUN
bracis-28346	31	2	 	 	SPACE
bracis-28346	31	3	3	3	NUM
bracis-28346	31	4	presents	present	NOUN
bracis-28346	31	5	and	and	CCONJ
bracis-28346	31	6	discusses	discuss	VERB
bracis-28346	31	7	the	the	DET
bracis-28346	31	8	obtained	obtain	VERB
bracis-28346	31	9	results	result	NOUN
bracis-28346	31	10	,	,	PUNCT
bracis-28346	31	11	highlighting	highlight	VERB
bracis-28346	31	12	the	the	DET
bracis-28346	31	13	dependence	dependence	NOUN
bracis-28346	31	14	of	of	ADP
bracis-28346	31	15	facial	facial	ADJ
bracis-28346	31	16	recognition	recognition	NOUN
bracis-28346	31	17	systems	system	NOUN
bracis-28346	31	18	on	on	ADP
bracis-28346	31	19	sensitive	sensitive	ADJ
bracis-28346	31	20	personal	personal	ADJ
bracis-28346	31	21	data	datum	NOUN
bracis-28346	31	22	and	and	CCONJ
bracis-28346	31	23	noting	note	VERB
bracis-28346	31	24	that	that	SCONJ
bracis-28346	31	25	the	the	DET
bracis-28346	31	26	judiciary	judiciary	NOUN
bracis-28346	31	27	of	of	ADP
bracis-28346	31	28	the	the	DET
bracis-28346	31	29	state	state	NOUN
bracis-28346	31	30	of	of	ADP
bracis-28346	31	31	são	são	PROPN
bracis-28346	31	32	paulo	paulo	PROPN
bracis-28346	31	33	has	have	AUX
bracis-28346	31	34	given	give	VERB
bracis-28346	31	35	little	little	ADJ
bracis-28346	31	36	importance	importance	NOUN
bracis-28346	31	37	to	to	ADP
bracis-28346	31	38	the	the	DET
bracis-28346	31	39	requirement	requirement	NOUN
bracis-28346	31	40	of	of	ADP
bracis-28346	31	41	free	free	ADJ
bracis-28346	31	42	and	and	CCONJ
bracis-28346	31	43	informed	informed	ADJ
bracis-28346	31	44	consent	consent	NOUN
bracis-28346	31	45	for	for	ADP
bracis-28346	31	46	the	the	DET
bracis-28346	31	47	treatment	treatment	NOUN
bracis-28346	31	48	of	of	ADP
bracis-28346	31	49	such	such	ADJ
bracis-28346	31	50	data	datum	NOUN
bracis-28346	31	51	.	.	PUNCT
bracis-28346	32	1	section	section	NOUN
bracis-28346	32	2	 	 	SPACE
bracis-28346	32	3	4	4	NUM
bracis-28346	32	4	concludes	conclude	VERB
bracis-28346	32	5	the	the	DET
bracis-28346	32	6	article	article	NOUN
bracis-28346	32	7	.	.	PUNCT
bracis-28346	33	1	2	2	NUM
bracis-28346	33	2	materials	material	NOUN
bracis-28346	33	3	and	and	CCONJ
bracis-28346	33	4	 	 	SPACE
bracis-28346	33	5	methods	method	NOUN
bracis-28346	33	6	an	an	DET
bracis-28346	33	7	exploratory	exploratory	ADJ
bracis-28346	33	8	research	research	NOUN
bracis-28346	33	9	was	be	AUX
bracis-28346	33	10	conducted	conduct	VERB
bracis-28346	33	11	to	to	PART
bracis-28346	33	12	investigate	investigate	VERB
bracis-28346	33	13	the	the	DET
bracis-28346	33	14	factors	factor	NOUN
bracis-28346	33	15	that	that	PRON
bracis-28346	33	16	influence	influence	VERB
bracis-28346	33	17	the	the	DET
bracis-28346	33	18	decision	decision	NOUN
bracis-28346	33	19	-	-	PUNCT
bracis-28346	33	20	making	making	NOUN
bracis-28346	33	21	of	of	ADP
bracis-28346	33	22	the	the	DET
bracis-28346	33	23	state	state	NOUN
bracis-28346	33	24	of	of	ADP
bracis-28346	33	25	são	são	PROPN
bracis-28346	33	26	paulo	paulo	PROPN
bracis-28346	33	27	’s	’s	PART
bracis-28346	33	28	court	court	NOUN
bracis-28346	33	29	of	of	ADP
bracis-28346	33	30	appeal	appeal	NOUN
bracis-28346	33	31	regarding	regard	VERB
bracis-28346	33	32	subjects	subject	NOUN
bracis-28346	33	33	related	relate	VERB
bracis-28346	33	34	to	to	ADP
bracis-28346	33	35	artificial	artificial	ADJ
bracis-28346	33	36	intelligence	intelligence	NOUN
bracis-28346	33	37	[	[	X
bracis-28346	33	38	10	10	NUM
bracis-28346	33	39	]	]	PUNCT
bracis-28346	33	40	.	.	PUNCT
bracis-28346	34	1	the	the	DET
bracis-28346	34	2	study	study	NOUN
bracis-28346	34	3	was	be	AUX
bracis-28346	34	4	based	base	VERB
bracis-28346	34	5	on	on	ADP
bracis-28346	34	6	data	datum	NOUN
bracis-28346	34	7	collected	collect	VERB
bracis-28346	34	8	from	from	ADP
bracis-28346	34	9	the	the	DET
bracis-28346	34	10	decisions	decision	NOUN
bracis-28346	34	11	stored	store	VERB
bracis-28346	34	12	in	in	ADP
bracis-28346	34	13	the	the	DET
bracis-28346	34	14	portal	portal	NOUN
bracis-28346	34	15	of	of	ADP
bracis-28346	34	16	services	service	NOUN
bracis-28346	34	17	(	(	PUNCT
bracis-28346	34	18	e	e	NOUN
bracis-28346	34	19	-	-	NOUN
bracis-28346	34	20	saj	saj	NOUN
bracis-28346	34	21	)	)	PUNCT
bracis-28346	34	22	of	of	ADP
bracis-28346	34	23	the	the	DET
bracis-28346	34	24	court	court	NOUN
bracis-28346	34	25	of	of	ADP
bracis-28346	34	26	appeal	appeal	NOUN
bracis-28346	34	27	portalfootnote	portalfootnote	NOUN
bracis-28346	34	28	1	1	NUM
bracis-28346	34	29	using	use	VERB
bracis-28346	34	30	a	a	DET
bracis-28346	34	31	web	web	NOUN
bracis-28346	34	32	scraping	scrape	VERB
bracis-28346	34	33	technique	technique	NOUN
bracis-28346	34	34	,	,	PUNCT
bracis-28346	34	35	which	which	PRON
bracis-28346	34	36	consists	consist	VERB
bracis-28346	34	37	of	of	ADP
bracis-28346	34	38	extracting	extract	VERB
bracis-28346	34	39	online	online	ADJ
bracis-28346	34	40	data	datum	NOUN
bracis-28346	34	41	to	to	PART
bracis-28346	34	42	obtain	obtain	VERB
bracis-28346	34	43	content	content	NOUN
bracis-28346	34	44	of	of	ADP
bracis-28346	34	45	interest	interest	NOUN
bracis-28346	34	46	in	in	ADP
bracis-28346	34	47	a	a	DET
bracis-28346	34	48	systematic	systematic	ADJ
bracis-28346	34	49	and	and	CCONJ
bracis-28346	34	50	structured	structured	ADJ
bracis-28346	34	51	manner	manner	NOUN
bracis-28346	35	1	[	[	X
bracis-28346	35	2	11	11	NUM
bracis-28346	35	3	]	]	PUNCT
bracis-28346	35	4	.	.	PUNCT
bracis-28346	36	1	in	in	ADP
bracis-28346	36	2	this	this	DET
bracis-28346	36	3	research	research	NOUN
bracis-28346	36	4	,	,	PUNCT
bracis-28346	36	5	most	most	ADJ
bracis-28346	36	6	of	of	ADP
bracis-28346	36	7	the	the	DET
bracis-28346	36	8	data	data	NOUN
bracis-28346	36	9	collection	collection	NOUN
bracis-28346	36	10	and	and	CCONJ
bracis-28346	36	11	treatment	treatment	NOUN
bracis-28346	36	12	procedures	procedure	NOUN
bracis-28346	36	13	were	be	AUX
bracis-28346	36	14	automated	automate	VERB
bracis-28346	36	15	using	use	VERB
bracis-28346	36	16	computer	computer	NOUN
bracis-28346	36	17	programs	program	NOUN
bracis-28346	36	18	.	.	PUNCT
bracis-28346	37	1	the	the	DET
bracis-28346	37	2	technologies	technology	NOUN
bracis-28346	37	3	used	use	VERB
bracis-28346	37	4	can	can	AUX
bracis-28346	37	5	be	be	AUX
bracis-28346	37	6	defined	define	VERB
bracis-28346	37	7	into	into	ADP
bracis-28346	37	8	two	two	NUM
bracis-28346	37	9	categories	category	NOUN
bracis-28346	37	10	:	:	PUNCT
bracis-28346	37	11	(	(	PUNCT
bracis-28346	37	12	1	1	X
bracis-28346	37	13	)	)	PUNCT
bracis-28346	37	14	web	web	NOUN
bracis-28346	37	15	scraping	scraping	NOUN
bracis-28346	37	16	tools	tool	NOUN
bracis-28346	37	17	and	and	CCONJ
bracis-28346	37	18	(	(	PUNCT
bracis-28346	37	19	2	2	X
bracis-28346	37	20	)	)	PUNCT
bracis-28346	37	21	data	datum	NOUN
bracis-28346	37	22	treatment	treatment	NOUN
bracis-28346	37	23	coding	coding	NOUN
bracis-28346	37	24	.	.	PUNCT
bracis-28346	38	1	2.1	2.1	NUM
bracis-28346	38	2	web	web	NOUN
bracis-28346	38	3	scraping	scrape	VERB
bracis-28346	38	4	tools	tool	NOUN
bracis-28346	38	5	and	and	CCONJ
bracis-28346	38	6	 	 	SPACE
bracis-28346	38	7	frameworks	framework	NOUN
bracis-28346	38	8	to	to	PART
bracis-28346	38	9	scrape	scrape	VERB
bracis-28346	38	10	the	the	DET
bracis-28346	38	11	data	datum	NOUN
bracis-28346	38	12	from	from	ADP
bracis-28346	38	13	the	the	DET
bracis-28346	38	14	court	court	NOUN
bracis-28346	38	15	of	of	ADP
bracis-28346	38	16	appeal	appeal	NOUN
bracis-28346	38	17	processes	process	NOUN
bracis-28346	38	18	,	,	PUNCT
bracis-28346	38	19	an	an	PRON
bracis-28346	38	20	application	application	NOUN
bracis-28346	38	21	programming	programming	NOUN
bracis-28346	38	22	interface	interface	NOUN
bracis-28346	38	23	(	(	PUNCT
bracis-28346	38	24	api	api	NOUN
bracis-28346	38	25	)	)	PUNCT
bracis-28346	38	26	named	name	VERB
bracis-28346	38	27	tjsp	tjsp	PROPN
bracis-28346	38	28	was	be	AUX
bracis-28346	38	29	used	use	VERB
bracis-28346	38	30	.	.	PUNCT
bracis-28346	39	1	it	it	PRON
bracis-28346	39	2	is	be	AUX
bracis-28346	39	3	a	a	DET
bracis-28346	39	4	community	community	NOUN
bracis-28346	39	5	open	open	ADJ
bracis-28346	39	6	-	-	PUNCT
bracis-28346	39	7	source	source	NOUN
bracis-28346	39	8	application	application	NOUN
bracis-28346	39	9	published	publish	VERB
bracis-28346	39	10	on	on	ADP
bracis-28346	39	11	github	github	NOUN
bracis-28346	39	12	[	[	X
bracis-28346	39	13	8	8	NUM
bracis-28346	39	14	]	]	PUNCT
bracis-28346	39	15	.	.	PUNCT
bracis-28346	40	1	the	the	DET
bracis-28346	40	2	main	main	ADJ
bracis-28346	40	3	goals	goal	NOUN
bracis-28346	40	4	of	of	ADP
bracis-28346	40	5	the	the	DET
bracis-28346	40	6	tjsp	tjsp	NOUN
bracis-28346	40	7	tool	tool	NOUN
bracis-28346	40	8	are	be	AUX
bracis-28346	40	9	to	to	PART
bracis-28346	40	10	collect	collect	VERB
bracis-28346	40	11	,	,	PUNCT
bracis-28346	40	12	organize	organize	VERB
bracis-28346	40	13	,	,	PUNCT
bracis-28346	40	14	and	and	CCONJ
bracis-28346	40	15	structure	structure	NOUN
bracis-28346	40	16	data	datum	NOUN
bracis-28346	40	17	from	from	ADP
bracis-28346	40	18	process	process	NOUN
bracis-28346	40	19	judgments	judgment	NOUN
bracis-28346	40	20	of	of	ADP
bracis-28346	40	21	the	the	DET
bracis-28346	40	22	first	first	ADJ
bracis-28346	40	23	and	and	CCONJ
bracis-28346	40	24	second	second	ADJ
bracis-28346	40	25	instances	instance	NOUN
bracis-28346	40	26	of	of	ADP
bracis-28346	40	27	são	são	PROPN
bracis-28346	40	28	paulo	paulo	PROPN
bracis-28346	40	29	’s	’s	PART
bracis-28346	40	30	court	court	NOUN
bracis-28346	40	31	of	of	ADP
bracis-28346	40	32	appeal	appeal	NOUN
bracis-28346	40	33	,	,	PUNCT
bracis-28346	40	34	using	use	VERB
bracis-28346	40	35	different	different	ADJ
bracis-28346	40	36	methods	method	NOUN
bracis-28346	40	37	for	for	ADP
bracis-28346	40	38	various	various	ADJ
bracis-28346	40	39	data	datum	NOUN
bracis-28346	40	40	extraction	extraction	NOUN
bracis-28346	40	41	proposals	proposal	NOUN
bracis-28346	40	42	.	.	PUNCT
bracis-28346	41	1	this	this	DET
bracis-28346	41	2	tool	tool	NOUN
bracis-28346	41	3	was	be	AUX
bracis-28346	41	4	developed	develop	VERB
bracis-28346	41	5	using	use	VERB
bracis-28346	41	6	the	the	DET
bracis-28346	41	7	programming	programming	NOUN
bracis-28346	41	8	language	language	NOUN
bracis-28346	41	9	r	r	NOUN
bracis-28346	41	10	,	,	PUNCT
bracis-28346	41	11	and	and	CCONJ
bracis-28346	41	12	the	the	DET
bracis-28346	41	13	integrated	integrate	VERB
bracis-28346	41	14	development	development	NOUN
bracis-28346	41	15	environment	environment	NOUN
bracis-28346	41	16	(	(	PUNCT
bracis-28346	41	17	ide	ide	NOUN
bracis-28346	41	18	)	)	PUNCT
bracis-28346	41	19	called	call	VERB
bracis-28346	41	20	rstudio	rstudio	NOUN
bracis-28346	41	21	was	be	AUX
bracis-28346	41	22	used	use	VERB
bracis-28346	41	23	to	to	PART
bracis-28346	41	24	manipulate	manipulate	VERB
bracis-28346	41	25	the	the	DET
bracis-28346	41	26	code	code	NOUN
bracis-28346	41	27	and	and	CCONJ
bracis-28346	41	28	instantiate	instantiate	VERB
bracis-28346	41	29	the	the	DET
bracis-28346	41	30	api	api	NOUN
bracis-28346	41	31	for	for	ADP
bracis-28346	41	32	our	our	PRON
bracis-28346	41	33	research	research	NOUN
bracis-28346	41	34	,	,	PUNCT
bracis-28346	41	35	defining	define	VERB
bracis-28346	41	36	the	the	DET
bracis-28346	41	37	terms	term	NOUN
bracis-28346	41	38	and	and	CCONJ
bracis-28346	41	39	authenticity	authenticity	NOUN
bracis-28346	41	40	properties	property	NOUN
bracis-28346	41	41	.	.	PUNCT
bracis-28346	42	1	the	the	DET
bracis-28346	42	2	api	api	NOUN
bracis-28346	42	3	was	be	AUX
bracis-28346	42	4	used	use	VERB
bracis-28346	42	5	to	to	PART
bracis-28346	42	6	extract	extract	VERB
bracis-28346	42	7	data	datum	NOUN
bracis-28346	42	8	from	from	ADP
bracis-28346	42	9	the	the	DET
bracis-28346	42	10	court	court	NOUN
bracis-28346	42	11	of	of	ADP
bracis-28346	42	12	appeal	appeal	PROPN
bracis-28346	42	13	web	web	NOUN
bracis-28346	42	14	portal	portal	ADJ
bracis-28346	42	15	proceedings	proceeding	NOUN
bracis-28346	42	16	by	by	ADP
bracis-28346	42	17	searching	search	VERB
bracis-28346	42	18	for	for	ADP
bracis-28346	42	19	all	all	DET
bracis-28346	42	20	decision	decision	NOUN
bracis-28346	42	21	documents	document	NOUN
bracis-28346	42	22	containing	contain	VERB
bracis-28346	42	23	the	the	DET
bracis-28346	42	24	term	term	NOUN
bracis-28346	42	25	“	"	PUNCT
bracis-28346	42	26	artificial	artificial	ADJ
bracis-28346	42	27	intelligence	intelligence	NOUN
bracis-28346	42	28	”	"	PUNCT
bracis-28346	42	29	and	and	CCONJ
bracis-28346	42	30	was	be	AUX
bracis-28346	42	31	improved	improve	VERB
bracis-28346	42	32	to	to	PART
bracis-28346	42	33	deliver	deliver	VERB
bracis-28346	42	34	the	the	DET
bracis-28346	42	35	data	datum	NOUN
bracis-28346	42	36	in	in	ADP
bracis-28346	42	37	a	a	DET
bracis-28346	42	38	structured	structured	ADJ
bracis-28346	42	39	and	and	CCONJ
bracis-28346	42	40	organized	organized	ADJ
bracis-28346	42	41	file	file	NOUN
bracis-28346	42	42	.	.	PUNCT
bracis-28346	43	1	after	after	ADP
bracis-28346	43	2	defining	define	VERB
bracis-28346	43	3	the	the	DET
bracis-28346	43	4	search	search	NOUN
bracis-28346	43	5	terms	term	NOUN
bracis-28346	43	6	,	,	PUNCT
bracis-28346	43	7	the	the	DET
bracis-28346	43	8	following	follow	VERB
bracis-28346	43	9	steps	step	NOUN
bracis-28346	43	10	were	be	AUX
bracis-28346	43	11	taken	take	VERB
bracis-28346	43	12	:	:	PUNCT
bracis-28346	43	13	(	(	PUNCT
bracis-28346	43	14	1	1	X
bracis-28346	43	15	)	)	PUNCT
bracis-28346	43	16	download	download	NOUN
bracis-28346	43	17	the	the	DET
bracis-28346	43	18	corresponding	corresponding	ADJ
bracis-28346	43	19	html	html	NOUN
bracis-28346	43	20	pages	page	NOUN
bracis-28346	43	21	with	with	ADP
bracis-28346	43	22	all	all	DET
bracis-28346	43	23	the	the	DET
bracis-28346	43	24	processes	process	NOUN
bracis-28346	43	25	from	from	ADP
bracis-28346	43	26	the	the	DET
bracis-28346	43	27	são	são	PROPN
bracis-28346	43	28	paulo	paulo	PROPN
bracis-28346	43	29	’s	’s	PART
bracis-28346	43	30	state	state	PROPN
bracis-28346	43	31	court	court	NOUN
bracis-28346	43	32	of	of	ADP
bracis-28346	43	33	appeal	appeal	PROPN
bracis-28346	43	34	web	web	NOUN
bracis-28346	43	35	portal	portal	NOUN
bracis-28346	43	36	;	;	PUNCT
bracis-28346	43	37	(	(	PUNCT
bracis-28346	43	38	2	2	X
bracis-28346	43	39	)	)	PUNCT
bracis-28346	43	40	based	base	VERB
bracis-28346	43	41	on	on	ADP
bracis-28346	43	42	the	the	DET
bracis-28346	43	43	obtained	obtain	VERB
bracis-28346	43	44	html	html	NOUN
bracis-28346	43	45	files	file	NOUN
bracis-28346	43	46	,	,	PUNCT
bracis-28346	43	47	identify	identify	VERB
bracis-28346	43	48	the	the	DET
bracis-28346	43	49	information	information	NOUN
bracis-28346	43	50	about	about	ADP
bracis-28346	43	51	the	the	DET
bracis-28346	43	52	processes	process	NOUN
bracis-28346	43	53	,	,	PUNCT
bracis-28346	43	54	returning	return	VERB
bracis-28346	43	55	information	information	NOUN
bracis-28346	43	56	such	such	ADJ
bracis-28346	43	57	as	as	ADP
bracis-28346	43	58	class	class	NOUN
bracis-28346	43	59	,	,	PUNCT
bracis-28346	43	60	subject	subject	ADJ
bracis-28346	43	61	,	,	PUNCT
bracis-28346	43	62	rapporteur	rapporteur	NOUN
bracis-28346	43	63	,	,	PUNCT
bracis-28346	43	64	court	court	NOUN
bracis-28346	43	65	district	district	NOUN
bracis-28346	43	66	,	,	PUNCT
bracis-28346	43	67	judging	judge	VERB
bracis-28346	43	68	body	body	NOUN
bracis-28346	43	69	,	,	PUNCT
bracis-28346	43	70	date	date	NOUN
bracis-28346	43	71	of	of	ADP
bracis-28346	43	72	judgment	judgment	NOUN
bracis-28346	43	73	,	,	PUNCT
bracis-28346	43	74	date	date	NOUN
bracis-28346	43	75	of	of	ADP
bracis-28346	43	76	publication	publication	NOUN
bracis-28346	43	77	,	,	PUNCT
bracis-28346	43	78	case	case	NOUN
bracis-28346	43	79	,	,	PUNCT
bracis-28346	43	80	summary	summary	NOUN
bracis-28346	43	81	,	,	PUNCT
bracis-28346	43	82	and	and	CCONJ
bracis-28346	43	83	code	code	NOUN
bracis-28346	43	84	of	of	ADP
bracis-28346	43	85	the	the	DET
bracis-28346	43	86	decision	decision	NOUN
bracis-28346	43	87	;	;	PUNCT
bracis-28346	43	88	(	(	PUNCT
bracis-28346	43	89	3	3	X
bracis-28346	43	90	)	)	PUNCT
bracis-28346	43	91	store	store	NOUN
bracis-28346	43	92	the	the	DET
bracis-28346	43	93	retrieved	retrieve	VERB
bracis-28346	43	94	information	information	NOUN
bracis-28346	43	95	in	in	ADP
bracis-28346	43	96	a	a	DET
bracis-28346	43	97	data	data	NOUN
bracis-28346	43	98	frame	frame	NOUN
bracis-28346	43	99	,	,	PUNCT
bracis-28346	43	100	where	where	SCONJ
bracis-28346	43	101	each	each	DET
bracis-28346	43	102	column	column	NOUN
bracis-28346	43	103	represents	represent	VERB
bracis-28346	43	104	specific	specific	ADJ
bracis-28346	43	105	information	information	NOUN
bracis-28346	43	106	and	and	CCONJ
bracis-28346	43	107	each	each	DET
bracis-28346	43	108	row	row	NOUN
bracis-28346	43	109	represents	represent	VERB
bracis-28346	43	110	a	a	DET
bracis-28346	43	111	process	process	NOUN
bracis-28346	43	112	;	;	PUNCT
bracis-28346	43	113	(	(	PUNCT
bracis-28346	43	114	4	4	X
bracis-28346	43	115	)	)	PUNCT
bracis-28346	43	116	convert	convert	VERB
bracis-28346	43	117	the	the	DET
bracis-28346	43	118	data	data	NOUN
bracis-28346	43	119	frame	frame	NOUN
bracis-28346	43	120	into	into	ADP
bracis-28346	43	121	a	a	DET
bracis-28346	43	122	spreadsheet	spreadsheet	NOUN
bracis-28346	43	123	for	for	ADP
bracis-28346	43	124	qualitative	qualitative	ADJ
bracis-28346	43	125	and	and	CCONJ
bracis-28346	43	126	quantitative	quantitative	ADJ
bracis-28346	43	127	analysis	analysis	NOUN
bracis-28346	43	128	.	.	PUNCT
bracis-28346	44	1	the	the	DET
bracis-28346	44	2	collected	collect	VERB
bracis-28346	44	3	decisions	decision	NOUN
bracis-28346	44	4	in	in	ADP
bracis-28346	44	5	this	this	DET
bracis-28346	44	6	document	document	NOUN
bracis-28346	44	7	refer	refer	NOUN
bracis-28346	44	8	to	to	ADP
bracis-28346	44	9	190	190	NUM
bracis-28346	44	10	(	(	PUNCT
bracis-28346	44	11	one	one	NUM
bracis-28346	44	12	hundred	hundred	NUM
bracis-28346	44	13	ninety	ninety	NOUN
bracis-28346	44	14	)	)	PUNCT
bracis-28346	44	15	matching	matching	NOUN
bracis-28346	44	16	results	result	NOUN
bracis-28346	44	17	,	,	PUNCT
bracis-28346	44	18	comprising	comprise	VERB
bracis-28346	44	19	data	datum	NOUN
bracis-28346	44	20	from	from	ADP
bracis-28346	44	21	2012	2012	NUM
bracis-28346	44	22	to	to	ADP
bracis-28346	44	23	2023	2023	NUM
bracis-28346	44	24	,	,	PUNCT
bracis-28346	44	25	related	relate	VERB
bracis-28346	44	26	to	to	ADP
bracis-28346	44	27	the	the	DET
bracis-28346	44	28	most	most	ADV
bracis-28346	44	29	general	general	ADJ
bracis-28346	44	30	terms	term	NOUN
bracis-28346	44	31	in	in	ADP
bracis-28346	44	32	the	the	DET
bracis-28346	44	33	ai	ai	ADJ
bracis-28346	44	34	context	context	NOUN
bracis-28346	44	35	:	:	PUNCT
bracis-28346	44	36	“	"	PUNCT
bracis-28346	44	37	inteligência	inteligência	PROPN
bracis-28346	44	38	artificial	artificial	NOUN
bracis-28346	44	39	”	"	PUNCT
bracis-28346	44	40	and	and	CCONJ
bracis-28346	44	41	“	"	PUNCT
bracis-28346	44	42	artificial	artificial	ADJ
bracis-28346	44	43	intelligence	intelligence	NOUN
bracis-28346	44	44	”	"	PUNCT
bracis-28346	44	45	;	;	PUNCT
bracis-28346	44	46	“	"	PUNCT
bracis-28346	44	47	aprendizado	aprendizado	PROPN
bracis-28346	44	48	de	de	X
bracis-28346	44	49	máquina	máquina	NOUN
bracis-28346	44	50	”	"	PUNCT
bracis-28346	44	51	and	and	CCONJ
bracis-28346	44	52	“	"	PUNCT
bracis-28346	44	53	machine	machine	NOUN
bracis-28346	44	54	learning	learning	NOUN
bracis-28346	44	55	”	"	PUNCT
bracis-28346	44	56	;	;	PUNCT
bracis-28346	44	57	“	"	PUNCT
bracis-28346	44	58	aprendizado	aprendizado	PROPN
bracis-28346	44	59	profundo	profundo	NOUN
bracis-28346	44	60	”	"	PUNCT
bracis-28346	44	61	and	and	CCONJ
bracis-28346	44	62	“	"	PUNCT
bracis-28346	44	63	deep	deep	ADJ
bracis-28346	44	64	learning	learning	NOUN
bracis-28346	44	65	”	"	PUNCT
bracis-28346	44	66	.	.	PUNCT
bracis-28346	45	1	the	the	DET
bracis-28346	45	2	search	search	NOUN
bracis-28346	45	3	included	include	VERB
bracis-28346	45	4	the	the	DET
bracis-28346	45	5	terms	term	NOUN
bracis-28346	45	6	searched	search	VERB
bracis-28346	45	7	in	in	ADP
bracis-28346	45	8	portuguese	portuguese	PROPN
bracis-28346	45	9	and	and	CCONJ
bracis-28346	45	10	english	english	PROPN
bracis-28346	45	11	,	,	PUNCT
bracis-28346	45	12	respectively	respectively	ADV
bracis-28346	45	13	,	,	PUNCT
bracis-28346	45	14	and	and	CCONJ
bracis-28346	45	15	in	in	ADP
bracis-28346	45	16	singular	singular	NOUN
bracis-28346	45	17	and	and	CCONJ
bracis-28346	45	18	plural	plural	NOUN
bracis-28346	45	19	.	.	PUNCT
bracis-28346	46	1	these	these	DET
bracis-28346	46	2	results	result	NOUN
bracis-28346	46	3	correspond	correspond	VERB
bracis-28346	46	4	to	to	ADP
bracis-28346	46	5	the	the	DET
bracis-28346	46	6	first	first	ADJ
bracis-28346	46	7	decision	decision	NOUN
bracis-28346	46	8	document	document	NOUN
bracis-28346	46	9	registered	register	VERB
bracis-28346	46	10	on	on	ADP
bracis-28346	46	11	the	the	DET
bracis-28346	46	12	portal	portal	NOUN
bracis-28346	46	13	on	on	ADP
bracis-28346	46	14	june	june	PROPN
bracis-28346	46	15	24th	24th	NOUN
bracis-28346	46	16	,	,	PUNCT
bracis-28346	46	17	2010	2010	NUM
bracis-28346	46	18	,	,	PUNCT
bracis-28346	46	19	to	to	ADP
bracis-28346	46	20	the	the	DET
bracis-28346	46	21	latest	late	ADJ
bracis-28346	46	22	scraping	scrape	VERB
bracis-28346	46	23	round	round	NOUN
bracis-28346	46	24	performed	perform	VERB
bracis-28346	46	25	on	on	ADP
bracis-28346	46	26	april	april	PROPN
bracis-28346	46	27	20th	20th	NOUN
bracis-28346	46	28	,	,	PUNCT
bracis-28346	46	29	2023	2023	NUM
bracis-28346	46	30	.	.	PUNCT
bracis-28346	47	1	2.2	2.2	NUM
bracis-28346	47	2	data	datum	NOUN
bracis-28346	47	3	treatment	treatment	NOUN
bracis-28346	47	4	between	between	ADP
bracis-28346	47	5	the	the	DET
bracis-28346	47	6	information	information	NOUN
bracis-28346	47	7	retrieved	retrieve	VERB
bracis-28346	47	8	from	from	ADP
bracis-28346	47	9	the	the	DET
bracis-28346	47	10	decisions	decision	NOUN
bracis-28346	47	11	,	,	PUNCT
bracis-28346	47	12	there	there	PRON
bracis-28346	47	13	are	be	VERB
bracis-28346	47	14	different	different	ADJ
bracis-28346	47	15	types	type	NOUN
bracis-28346	47	16	of	of	ADP
bracis-28346	47	17	data	datum	NOUN
bracis-28346	47	18	,	,	PUNCT
bracis-28346	47	19	including	include	VERB
bracis-28346	47	20	integral	integral	ADJ
bracis-28346	47	21	,	,	PUNCT
bracis-28346	47	22	date	date	NOUN
bracis-28346	47	23	-	-	PUNCT
bracis-28346	47	24	time	time	NOUN
bracis-28346	47	25	,	,	PUNCT
bracis-28346	47	26	and	and	CCONJ
bracis-28346	47	27	character	character	NOUN
bracis-28346	47	28	strings	string	NOUN
bracis-28346	47	29	.	.	PUNCT
bracis-28346	48	1	given	give	VERB
bracis-28346	48	2	the	the	DET
bracis-28346	48	3	goal	goal	NOUN
bracis-28346	48	4	of	of	ADP
bracis-28346	48	5	our	our	PRON
bracis-28346	48	6	study	study	NOUN
bracis-28346	48	7	and	and	CCONJ
bracis-28346	48	8	to	to	PART
bracis-28346	48	9	help	help	VERB
bracis-28346	48	10	facilitate	facilitate	VERB
bracis-28346	48	11	the	the	DET
bracis-28346	48	12	qualitative	qualitative	ADJ
bracis-28346	48	13	analysis	analysis	NOUN
bracis-28346	48	14	,	,	PUNCT
bracis-28346	48	15	we	we	PRON
bracis-28346	48	16	applied	apply	VERB
bracis-28346	48	17	different	different	ADJ
bracis-28346	48	18	data	datum	NOUN
bracis-28346	48	19	treatment	treatment	NOUN
bracis-28346	48	20	techniquesfootnote	techniquesfootnote	NOUN
bracis-28346	48	21	2	2	NUM
bracis-28346	48	22	,	,	PUNCT
bracis-28346	48	23	divided	divide	VERB
bracis-28346	48	24	into	into	ADP
bracis-28346	48	25	preand	preand	NOUN
bracis-28346	48	26	post	post	ADJ
bracis-28346	48	27	-	-	ADJ
bracis-28346	48	28	processing	processing	ADJ
bracis-28346	48	29	approaches	approach	NOUN
bracis-28346	48	30	.	.	PUNCT
bracis-28346	49	1	these	these	DET
bracis-28346	49	2	approaches	approach	NOUN
bracis-28346	49	3	were	be	AUX
bracis-28346	49	4	applied	apply	VERB
bracis-28346	49	5	to	to	ADP
bracis-28346	49	6	the	the	DET
bracis-28346	49	7	“	"	PUNCT
bracis-28346	49	8	jurisprudence	jurisprudence	NOUN
bracis-28346	49	9	”	"	PUNCT
bracis-28346	49	10	column	column	NOUN
bracis-28346	49	11	,	,	PUNCT
bracis-28346	49	12	which	which	PRON
bracis-28346	49	13	contains	contain	VERB
bracis-28346	49	14	the	the	DET
bracis-28346	49	15	decision	decision	NOUN
bracis-28346	49	16	text	text	NOUN
bracis-28346	49	17	.	.	PUNCT
bracis-28346	50	1	cleaning	clean	VERB
bracis-28346	50	2	techniques	technique	NOUN
bracis-28346	50	3	were	be	AUX
bracis-28346	50	4	developed	develop	VERB
bracis-28346	50	5	using	use	VERB
bracis-28346	50	6	the	the	DET
bracis-28346	50	7	python	python	NOUN
bracis-28346	50	8	programming	programming	NOUN
bracis-28346	50	9	language	language	NOUN
bracis-28346	50	10	and	and	CCONJ
bracis-28346	50	11	deployed	deploy	VERB
bracis-28346	50	12	in	in	ADP
bracis-28346	50	13	the	the	DET
bracis-28346	50	14	google	google	PROPN
bracis-28346	50	15	colab	colab	PROPN
bracis-28346	50	16	ide	ide	NOUN
bracis-28346	50	17	to	to	PART
bracis-28346	50	18	take	take	VERB
bracis-28346	50	19	advantage	advantage	NOUN
bracis-28346	50	20	of	of	ADP
bracis-28346	50	21	the	the	DET
bracis-28346	50	22	performance	performance	NOUN
bracis-28346	50	23	benefits	benefit	NOUN
bracis-28346	50	24	offered	offer	VERB
bracis-28346	50	25	by	by	ADP
bracis-28346	50	26	the	the	DET
bracis-28346	50	27	platform	platform	NOUN
bracis-28346	50	28	and	and	CCONJ
bracis-28346	50	29	make	make	VERB
bracis-28346	50	30	them	they	PRON
bracis-28346	50	31	available	available	ADJ
bracis-28346	50	32	to	to	ADP
bracis-28346	50	33	the	the	DET
bracis-28346	50	34	research	research	NOUN
bracis-28346	50	35	team	team	NOUN
bracis-28346	50	36	.	.	PUNCT
bracis-28346	51	1	data	datum	NOUN
bracis-28346	51	2	pre	pre	ADJ
bracis-28346	51	3	-	-	NOUN
bracis-28346	51	4	processing	processing	ADJ
bracis-28346	51	5	.	.	PUNCT
bracis-28346	52	1	the	the	DET
bracis-28346	52	2	pre	pre	ADJ
bracis-28346	52	3	-	-	ADJ
bracis-28346	52	4	processing	processing	NOUN
bracis-28346	52	5	and	and	CCONJ
bracis-28346	52	6	cleaning	cleaning	NOUN
bracis-28346	52	7	of	of	ADP
bracis-28346	52	8	data	datum	NOUN
bracis-28346	52	9	are	be	AUX
bracis-28346	52	10	the	the	DET
bracis-28346	52	11	most	most	ADV
bracis-28346	52	12	critical	critical	ADJ
bracis-28346	52	13	and	and	CCONJ
bracis-28346	52	14	time	time	NOUN
bracis-28346	52	15	-	-	PUNCT
bracis-28346	52	16	consuming	consume	VERB
bracis-28346	52	17	parts	part	NOUN
bracis-28346	52	18	of	of	ADP
bracis-28346	52	19	a	a	DET
bracis-28346	52	20	web	web	NOUN
bracis-28346	52	21	scraping	scrape	VERB
bracis-28346	52	22	project	project	NOUN
bracis-28346	52	23	.	.	PUNCT
bracis-28346	53	1	to	to	PART
bracis-28346	53	2	obtain	obtain	VERB
bracis-28346	53	3	a	a	DET
bracis-28346	53	4	good	good	ADJ
bracis-28346	53	5	visualization	visualization	NOUN
bracis-28346	53	6	of	of	ADP
bracis-28346	53	7	the	the	DET
bracis-28346	53	8	data	datum	NOUN
bracis-28346	53	9	collection	collection	NOUN
bracis-28346	53	10	,	,	PUNCT
bracis-28346	53	11	it	it	PRON
bracis-28346	53	12	usually	usually	ADV
bracis-28346	53	13	requires	require	VERB
bracis-28346	53	14	multiple	multiple	ADJ
bracis-28346	53	15	iterations	iteration	NOUN
bracis-28346	53	16	of	of	ADP
bracis-28346	53	17	cleaning	cleaning	NOUN
bracis-28346	53	18	,	,	PUNCT
bracis-28346	53	19	transforming	transform	VERB
bracis-28346	53	20	,	,	PUNCT
bracis-28346	53	21	and	and	CCONJ
bracis-28346	53	22	visualizing	visualize	VERB
bracis-28346	53	23	the	the	DET
bracis-28346	53	24	data	datum	NOUN
bracis-28346	53	25	before	before	SCONJ
bracis-28346	53	26	it	it	PRON
bracis-28346	53	27	is	be	AUX
bracis-28346	53	28	in	in	ADP
bracis-28346	53	29	a	a	DET
bracis-28346	53	30	suitable	suitable	ADJ
bracis-28346	53	31	form	form	NOUN
bracis-28346	53	32	[	[	X
bracis-28346	53	33	27	27	NUM
bracis-28346	53	34	]	]	PUNCT
bracis-28346	53	35	.	.	PUNCT
bracis-28346	54	1	there	there	PRON
bracis-28346	54	2	are	be	VERB
bracis-28346	54	3	different	different	ADJ
bracis-28346	54	4	techniques	technique	NOUN
bracis-28346	54	5	,	,	PUNCT
bracis-28346	54	6	ranging	range	VERB
bracis-28346	54	7	from	from	ADP
bracis-28346	54	8	the	the	DET
bracis-28346	54	9	simplest	simplest	NOUN
bracis-28346	54	10	to	to	ADP
bracis-28346	54	11	the	the	DET
bracis-28346	54	12	most	most	ADV
bracis-28346	54	13	advanced	advanced	ADJ
bracis-28346	54	14	,	,	PUNCT
bracis-28346	54	15	to	to	PART
bracis-28346	54	16	preprocess	preprocess	VERB
bracis-28346	54	17	a	a	DET
bracis-28346	54	18	data	datum	NOUN
bracis-28346	54	19	collection	collection	NOUN
bracis-28346	54	20	,	,	PUNCT
bracis-28346	54	21	i.e.	i.e.	X
bracis-28346	54	22	,	,	PUNCT
bracis-28346	54	23	prepare	prepare	VERB
bracis-28346	54	24	,	,	PUNCT
bracis-28346	54	25	clean	clean	ADJ
bracis-28346	54	26	,	,	PUNCT
bracis-28346	54	27	and	and	CCONJ
bracis-28346	54	28	transform	transform	VERB
bracis-28346	54	29	data	datum	NOUN
bracis-28346	54	30	from	from	ADP
bracis-28346	54	31	an	an	DET
bracis-28346	54	32	initial	initial	ADJ
bracis-28346	54	33	form	form	NOUN
bracis-28346	54	34	to	to	ADP
bracis-28346	54	35	a	a	DET
bracis-28346	54	36	structured	structured	ADJ
bracis-28346	54	37	and	and	CCONJ
bracis-28346	54	38	context	context	NOUN
bracis-28346	54	39	-	-	PUNCT
bracis-28346	54	40	specific	specific	ADJ
bracis-28346	54	41	form	form	NOUN
bracis-28346	54	42	.	.	PUNCT
bracis-28346	55	1	in	in	ADP
bracis-28346	55	2	our	our	PRON
bracis-28346	55	3	research	research	NOUN
bracis-28346	55	4	,	,	PUNCT
bracis-28346	55	5	we	we	PRON
bracis-28346	55	6	applied	apply	VERB
bracis-28346	55	7	data	datum	NOUN
bracis-28346	55	8	mining	mining	NOUN
bracis-28346	55	9	techniques	technique	NOUN
bracis-28346	55	10	to	to	PART
bracis-28346	55	11	clean	clean	VERB
bracis-28346	55	12	and	and	CCONJ
bracis-28346	55	13	search	search	VERB
bracis-28346	55	14	for	for	ADP
bracis-28346	55	15	repetitive	repetitive	ADJ
bracis-28346	55	16	or	or	CCONJ
bracis-28346	55	17	redundant	redundant	ADJ
bracis-28346	55	18	parts	part	NOUN
bracis-28346	55	19	in	in	ADP
bracis-28346	55	20	the	the	DET
bracis-28346	55	21	“	"	PUNCT
bracis-28346	55	22	jurisprudence	jurisprudence	NOUN
bracis-28346	55	23	”	"	PUNCT
bracis-28346	55	24	column	column	NOUN
bracis-28346	55	25	content	content	NOUN
bracis-28346	55	26	to	to	PART
bracis-28346	55	27	improve	improve	VERB
bracis-28346	55	28	the	the	DET
bracis-28346	55	29	qualitative	qualitative	ADJ
bracis-28346	55	30	analysis	analysis	NOUN
bracis-28346	55	31	.	.	PUNCT
bracis-28346	56	1	the	the	DET
bracis-28346	56	2	decision	decision	NOUN
bracis-28346	56	3	content	content	NOUN
bracis-28346	56	4	follows	follow	VERB
bracis-28346	56	5	a	a	DET
bracis-28346	56	6	standard	standard	ADJ
bracis-28346	56	7	structure	structure	NOUN
bracis-28346	56	8	containing	contain	VERB
bracis-28346	56	9	repetitive	repetitive	ADJ
bracis-28346	56	10	or	or	CCONJ
bracis-28346	56	11	redundant	redundant	ADJ
bracis-28346	56	12	sections	section	NOUN
bracis-28346	56	13	.	.	PUNCT
bracis-28346	57	1	these	these	DET
bracis-28346	57	2	sections	section	NOUN
bracis-28346	57	3	include	include	VERB
bracis-28346	57	4	:	:	PUNCT
bracis-28346	57	5	(	(	PUNCT
bracis-28346	57	6	1	1	X
bracis-28346	57	7	)	)	PUNCT
bracis-28346	57	8	titles	title	NOUN
bracis-28346	57	9	,	,	PUNCT
bracis-28346	57	10	headers	header	NOUN
bracis-28346	57	11	,	,	PUNCT
bracis-28346	57	12	references	reference	NOUN
bracis-28346	57	13	,	,	PUNCT
bracis-28346	57	14	and	and	CCONJ
bracis-28346	57	15	terms	term	NOUN
bracis-28346	57	16	that	that	PRON
bracis-28346	57	17	are	be	AUX
bracis-28346	57	18	identical	identical	ADJ
bracis-28346	57	19	for	for	ADP
bracis-28346	57	20	all	all	DET
bracis-28346	57	21	documents	document	NOUN
bracis-28346	57	22	,	,	PUNCT
bracis-28346	57	23	such	such	ADJ
bracis-28346	57	24	as	as	ADP
bracis-28346	57	25	“	"	PUNCT
bracis-28346	57	26	judiciary	judiciary	NOUN
bracis-28346	57	27	power	power	NOUN
bracis-28346	57	28	,	,	PUNCT
bracis-28346	57	29	”	"	PUNCT
bracis-28346	57	30	“	"	PUNCT
bracis-28346	57	31	court	court	NOUN
bracis-28346	57	32	of	of	ADP
bracis-28346	57	33	appeal	appeal	NOUN
bracis-28346	57	34	of	of	ADP
bracis-28346	57	35	the	the	DET
bracis-28346	57	36	state	state	NOUN
bracis-28346	57	37	of	of	ADP
bracis-28346	57	38	são	são	PROPN
bracis-28346	57	39	paulo	paulo	PROPN
bracis-28346	57	40	,	,	PUNCT
bracis-28346	57	41	”	"	PUNCT
bracis-28346	57	42	“	"	PUNCT
bracis-28346	57	43	electronic	electronic	ADJ
bracis-28346	57	44	signature	signature	NOUN
bracis-28346	57	45	,	,	PUNCT
bracis-28346	57	46	”	"	PUNCT
bracis-28346	57	47	“	"	PUNCT
bracis-28346	57	48	decision	decision	NOUN
bracis-28346	57	49	,	,	PUNCT
bracis-28346	57	50	”	"	PUNCT
bracis-28346	57	51	among	among	ADP
bracis-28346	57	52	others	other	NOUN
bracis-28346	57	53	;	;	PUNCT
bracis-28346	57	54	(	(	PUNCT
bracis-28346	57	55	2	2	X
bracis-28346	57	56	)	)	PUNCT
bracis-28346	57	57	appeal	appeal	NOUN
bracis-28346	57	58	and	and	CCONJ
bracis-28346	57	59	vote	vote	NOUN
bracis-28346	57	60	numbers	number	NOUN
bracis-28346	57	61	,	,	PUNCT
bracis-28346	57	62	which	which	PRON
bracis-28346	57	63	differ	differ	VERB
bracis-28346	57	64	for	for	ADP
bracis-28346	57	65	each	each	DET
bracis-28346	57	66	decision	decision	NOUN
bracis-28346	57	67	but	but	CCONJ
bracis-28346	57	68	will	will	AUX
bracis-28346	57	69	not	not	PART
bracis-28346	57	70	be	be	AUX
bracis-28346	57	71	used	use	VERB
bracis-28346	57	72	in	in	ADP
bracis-28346	57	73	the	the	DET
bracis-28346	57	74	analysis	analysis	NOUN
bracis-28346	57	75	.	.	PUNCT
bracis-28346	58	1	these	these	DET
bracis-28346	58	2	numbers	number	NOUN
bracis-28346	58	3	are	be	AUX
bracis-28346	58	4	identified	identify	VERB
bracis-28346	58	5	by	by	ADP
bracis-28346	58	6	being	be	AUX
bracis-28346	58	7	preceded	precede	VERB
bracis-28346	58	8	by	by	ADP
bracis-28346	58	9	terms	term	NOUN
bracis-28346	58	10	such	such	ADJ
bracis-28346	58	11	as	as	ADP
bracis-28346	58	12	“	"	PUNCT
bracis-28346	58	13	appeal	appeal	NOUN
bracis-28346	58	14	n	n	PRON
bracis-28346	58	15	,	,	PUNCT
bracis-28346	58	16	”	"	PUNCT
bracis-28346	58	17	“	"	PUNCT
bracis-28346	58	18	civil	civil	ADJ
bracis-28346	58	19	appeal	appeal	NOUN
bracis-28346	58	20	n	n	CCONJ
bracis-28346	58	21	,	,	PUNCT
bracis-28346	58	22	”	"	PUNCT
bracis-28346	58	23	“	"	PUNCT
bracis-28346	58	24	appeal	appeal	NOUN
bracis-28346	58	25	.	.	PUNCT
bracis-28346	59	1	,	,	PUNCT
bracis-28346	59	2	”	"	PUNCT
bracis-28346	59	3	“	"	PUNCT
bracis-28346	59	4	record	record	NOUN
bracis-28346	59	5	:	:	PUNCT
bracis-28346	59	6	,	,	PUNCT
bracis-28346	59	7	”	"	PUNCT
bracis-28346	59	8	“	"	PUNCT
bracis-28346	59	9	vote	vote	NOUN
bracis-28346	59	10	n	n	CCONJ
bracis-28346	59	11	,	,	PUNCT
bracis-28346	59	12	”	"	PUNCT
bracis-28346	59	13	and	and	CCONJ
bracis-28346	59	14	others	other	NOUN
bracis-28346	59	15	;	;	PUNCT
bracis-28346	59	16	and	and	CCONJ
bracis-28346	59	17	(	(	PUNCT
bracis-28346	59	18	3	3	X
bracis-28346	59	19	)	)	PUNCT
bracis-28346	59	20	document	document	NOUN
bracis-28346	59	21	page	page	NOUN
bracis-28346	59	22	identifiers	identifier	NOUN
bracis-28346	59	23	,	,	PUNCT
bracis-28346	59	24	such	such	ADJ
bracis-28346	59	25	as	as	ADP
bracis-28346	59	26	current	current	ADJ
bracis-28346	59	27	page	page	NOUN
bracis-28346	59	28	numbers	number	NOUN
bracis-28346	59	29	,	,	PUNCT
bracis-28346	59	30	referenced	reference	VERB
bracis-28346	59	31	section	section	NOUN
bracis-28346	59	32	page	page	NOUN
bracis-28346	59	33	numbers	number	NOUN
bracis-28346	59	34	,	,	PUNCT
bracis-28346	59	35	or	or	CCONJ
bracis-28346	59	36	total	total	ADJ
bracis-28346	59	37	page	page	NOUN
bracis-28346	59	38	numbers	number	NOUN
bracis-28346	59	39	of	of	ADP
bracis-28346	59	40	the	the	DET
bracis-28346	59	41	decisions	decision	NOUN
bracis-28346	59	42	.	.	PUNCT
bracis-28346	60	1	these	these	DET
bracis-28346	60	2	identifiers	identifier	NOUN
bracis-28346	60	3	are	be	AUX
bracis-28346	60	4	preceded	precede	VERB
bracis-28346	60	5	by	by	ADP
bracis-28346	60	6	sections	section	NOUN
bracis-28346	60	7	such	such	ADJ
bracis-28346	60	8	as	as	ADP
bracis-28346	60	9	“	"	PUNCT
bracis-28346	60	10	(	(	PUNCT
bracis-28346	60	11	fls	fls	PROPN
bracis-28346	60	12	.	.	PROPN
bracis-28346	60	13	,	,	PUNCT
bracis-28346	60	14	”	"	PUNCT
bracis-28346	60	15	“	"	PUNCT
bracis-28346	60	16	(	(	PUNCT
bracis-28346	60	17	fl	fl	NOUN
bracis-28346	60	18	.	.	PUNCT
bracis-28346	60	19	”	"	PUNCT
bracis-28346	60	20	using	use	VERB
bracis-28346	60	21	the	the	DET
bracis-28346	60	22	previously	previously	ADV
bracis-28346	60	23	mentioned	mention	VERB
bracis-28346	60	24	cleaning	cleaning	NOUN
bracis-28346	60	25	techniques	technique	NOUN
bracis-28346	60	26	,	,	PUNCT
bracis-28346	60	27	these	these	DET
bracis-28346	60	28	expressions	expression	NOUN
bracis-28346	60	29	were	be	AUX
bracis-28346	60	30	removed	remove	VERB
bracis-28346	60	31	from	from	ADP
bracis-28346	60	32	the	the	DET
bracis-28346	60	33	results	result	NOUN
bracis-28346	60	34	spreadsheets	spreadsheet	NOUN
bracis-28346	60	35	.	.	PUNCT
bracis-28346	61	1	data	datum	NOUN
bracis-28346	61	2	post	post	NOUN
bracis-28346	61	3	-	-	ADJ
bracis-28346	61	4	processing	processing	NOUN
bracis-28346	61	5	.	.	PUNCT
bracis-28346	62	1	once	once	SCONJ
bracis-28346	62	2	the	the	DET
bracis-28346	62	3	data	data	NOUN
bracis-28346	62	4	cleaning	cleaning	NOUN
bracis-28346	62	5	stage	stage	NOUN
bracis-28346	62	6	is	be	AUX
bracis-28346	62	7	complete	complete	ADJ
bracis-28346	62	8	,	,	PUNCT
bracis-28346	62	9	we	we	PRON
bracis-28346	62	10	move	move	VERB
bracis-28346	62	11	on	on	ADP
bracis-28346	62	12	to	to	AUX
bracis-28346	62	13	post	post	ADJ
bracis-28346	62	14	-	-	ADJ
bracis-28346	62	15	processing	process	VERB
bracis-28346	62	16	the	the	DET
bracis-28346	62	17	information	information	NOUN
bracis-28346	62	18	.	.	PUNCT
bracis-28346	63	1	in	in	ADP
bracis-28346	63	2	order	order	NOUN
bracis-28346	63	3	to	to	PART
bracis-28346	63	4	derive	derive	VERB
bracis-28346	63	5	insights	insight	NOUN
bracis-28346	63	6	from	from	ADP
bracis-28346	63	7	the	the	DET
bracis-28346	63	8	data	datum	NOUN
bracis-28346	63	9	,	,	PUNCT
bracis-28346	63	10	it	it	PRON
bracis-28346	63	11	is	be	AUX
bracis-28346	63	12	imperative	imperative	ADJ
bracis-28346	63	13	that	that	SCONJ
bracis-28346	63	14	the	the	DET
bracis-28346	63	15	data	data	NOUN
bracis-28346	63	16	is	be	AUX
bracis-28346	63	17	presented	present	VERB
bracis-28346	63	18	in	in	ADP
bracis-28346	63	19	a	a	DET
bracis-28346	63	20	format	format	NOUN
bracis-28346	63	21	that	that	PRON
bracis-28346	63	22	is	be	AUX
bracis-28346	63	23	readily	readily	ADV
bracis-28346	63	24	analyzable	analyzable	ADJ
bracis-28346	63	25	.	.	PUNCT
bracis-28346	64	1	this	this	PRON
bracis-28346	64	2	requires	require	VERB
bracis-28346	64	3	the	the	DET
bracis-28346	64	4	data	datum	NOUN
bracis-28346	64	5	to	to	PART
bracis-28346	64	6	be	be	AUX
bracis-28346	64	7	not	not	PART
bracis-28346	64	8	only	only	ADV
bracis-28346	64	9	clean	clean	ADJ
bracis-28346	64	10	and	and	CCONJ
bracis-28346	64	11	consistent	consistent	ADJ
bracis-28346	64	12	but	but	CCONJ
bracis-28346	64	13	also	also	ADV
bracis-28346	64	14	well	well	ADV
bracis-28346	64	15	-	-	PUNCT
bracis-28346	64	16	structured	structure	VERB
bracis-28346	64	17	,	,	PUNCT
bracis-28346	64	18	aiding	aid	VERB
bracis-28346	64	19	in	in	ADP
bracis-28346	64	20	addressing	address	VERB
bracis-28346	64	21	inconsistencies	inconsistency	NOUN
bracis-28346	64	22	in	in	ADP
bracis-28346	64	23	scraped	scrape	VERB
bracis-28346	64	24	data	datum	NOUN
bracis-28346	64	25	[	[	X
bracis-28346	64	26	14	14	NUM
bracis-28346	64	27	]	]	PUNCT
bracis-28346	64	28	.	.	PUNCT
bracis-28346	65	1	this	this	DET
bracis-28346	65	2	stage	stage	NOUN
bracis-28346	65	3	involves	involve	VERB
bracis-28346	65	4	structuring	structure	VERB
bracis-28346	65	5	the	the	DET
bracis-28346	65	6	collected	collect	VERB
bracis-28346	65	7	data	datum	NOUN
bracis-28346	65	8	according	accord	VERB
bracis-28346	65	9	to	to	ADP
bracis-28346	65	10	the	the	DET
bracis-28346	65	11	research	research	NOUN
bracis-28346	65	12	context	context	NOUN
bracis-28346	65	13	,	,	PUNCT
bracis-28346	65	14	or	or	CCONJ
bracis-28346	65	15	in	in	ADP
bracis-28346	65	16	other	other	ADJ
bracis-28346	65	17	words	word	NOUN
bracis-28346	65	18	,	,	PUNCT
bracis-28346	65	19	highlighting	highlight	VERB
bracis-28346	65	20	and	and	CCONJ
bracis-28346	65	21	grouping	group	VERB
bracis-28346	65	22	the	the	DET
bracis-28346	65	23	most	most	ADV
bracis-28346	65	24	important	important	ADJ
bracis-28346	65	25	parts	part	NOUN
bracis-28346	65	26	of	of	ADP
bracis-28346	65	27	each	each	DET
bracis-28346	65	28	decision	decision	NOUN
bracis-28346	65	29	to	to	PART
bracis-28346	65	30	streamline	streamline	VERB
bracis-28346	65	31	and	and	CCONJ
bracis-28346	65	32	aid	aid	VERB
bracis-28346	65	33	in	in	ADP
bracis-28346	65	34	the	the	DET
bracis-28346	65	35	accuracy	accuracy	NOUN
bracis-28346	65	36	of	of	ADP
bracis-28346	65	37	manual	manual	ADJ
bracis-28346	65	38	work	work	NOUN
bracis-28346	65	39	done	do	VERB
bracis-28346	65	40	by	by	ADP
bracis-28346	65	41	analysts	analyst	NOUN
bracis-28346	65	42	.	.	PUNCT
bracis-28346	66	1	in	in	ADP
bracis-28346	66	2	the	the	DET
bracis-28346	66	3	context	context	NOUN
bracis-28346	66	4	of	of	ADP
bracis-28346	66	5	data	datum	NOUN
bracis-28346	66	6	post	post	ADJ
bracis-28346	66	7	-	-	ADJ
bracis-28346	66	8	processing	processing	ADJ
bracis-28346	66	9	,	,	PUNCT
bracis-28346	66	10	automated	automate	VERB
bracis-28346	66	11	procedures	procedure	NOUN
bracis-28346	66	12	were	be	AUX
bracis-28346	66	13	developed	develop	VERB
bracis-28346	66	14	to	to	PART
bracis-28346	66	15	improve	improve	VERB
bracis-28346	66	16	the	the	DET
bracis-28346	66	17	qualitative	qualitative	ADJ
bracis-28346	66	18	analysis	analysis	NOUN
bracis-28346	66	19	by	by	ADP
bracis-28346	66	20	identifying	identify	VERB
bracis-28346	66	21	relevant	relevant	ADJ
bracis-28346	66	22	terms	term	NOUN
bracis-28346	66	23	/	/	SYM
bracis-28346	66	24	contents	content	NOUN
bracis-28346	66	25	that	that	PRON
bracis-28346	66	26	could	could	AUX
bracis-28346	66	27	make	make	VERB
bracis-28346	66	28	it	it	PRON
bracis-28346	66	29	easier	easy	ADJ
bracis-28346	66	30	to	to	PART
bracis-28346	66	31	discover	discover	VERB
bracis-28346	66	32	the	the	DET
bracis-28346	66	33	topic	topic	NOUN
bracis-28346	66	34	addressed	address	VERB
bracis-28346	66	35	in	in	ADP
bracis-28346	66	36	each	each	DET
bracis-28346	66	37	process	process	NOUN
bracis-28346	66	38	and	and	CCONJ
bracis-28346	66	39	determine	determine	VERB
bracis-28346	66	40	whether	whether	SCONJ
bracis-28346	66	41	or	or	CCONJ
bracis-28346	66	42	not	not	PART
bracis-28346	66	43	it	it	PRON
bracis-28346	66	44	should	should	AUX
bracis-28346	66	45	be	be	AUX
bracis-28346	66	46	part	part	NOUN
bracis-28346	66	47	of	of	ADP
bracis-28346	66	48	the	the	DET
bracis-28346	66	49	ongoing	ongoing	ADJ
bracis-28346	66	50	research	research	NOUN
bracis-28346	66	51	analysis	analysis	NOUN
bracis-28346	66	52	scope	scope	NOUN
bracis-28346	66	53	.	.	PUNCT
bracis-28346	67	1	(	(	PUNCT
bracis-28346	67	2	1	1	X
bracis-28346	67	3	)	)	PUNCT
bracis-28346	67	4	from	from	ADP
bracis-28346	67	5	each	each	DET
bracis-28346	67	6	decision	decision	NOUN
bracis-28346	67	7	,	,	PUNCT
bracis-28346	67	8	all	all	PRON
bracis-28346	67	9	paragraphs	paragraph	NOUN
bracis-28346	67	10	in	in	ADP
bracis-28346	67	11	which	which	PRON
bracis-28346	67	12	the	the	DET
bracis-28346	67	13	searched	search	VERB
bracis-28346	67	14	term	term	NOUN
bracis-28346	67	15	appears	appear	VERB
bracis-28346	67	16	were	be	AUX
bracis-28346	67	17	selected	select	VERB
bracis-28346	67	18	and	and	CCONJ
bracis-28346	67	19	added	add	VERB
bracis-28346	67	20	in	in	ADP
bracis-28346	67	21	a	a	DET
bracis-28346	67	22	new	new	ADJ
bracis-28346	67	23	column	column	NOUN
bracis-28346	67	24	;	;	PUNCT
bracis-28346	67	25	(	(	PUNCT
bracis-28346	67	26	2	2	X
bracis-28346	67	27	)	)	PUNCT
bracis-28346	67	28	it	it	PRON
bracis-28346	67	29	was	be	AUX
bracis-28346	67	30	identified	identify	VERB
bracis-28346	67	31	that	that	SCONJ
bracis-28346	67	32	some	some	DET
bracis-28346	67	33	decisions	decision	NOUN
bracis-28346	67	34	refer	refer	VERB
bracis-28346	67	35	to	to	ADP
bracis-28346	67	36	others	other	NOUN
bracis-28346	67	37	using	use	VERB
bracis-28346	67	38	the	the	DET
bracis-28346	67	39	number	number	NOUN
bracis-28346	67	40	of	of	ADP
bracis-28346	67	41	the	the	DET
bracis-28346	67	42	respective	respective	ADJ
bracis-28346	67	43	process	process	NOUN
bracis-28346	67	44	.	.	PUNCT
bracis-28346	68	1	thus	thus	ADV
bracis-28346	68	2	,	,	PUNCT
bracis-28346	68	3	for	for	ADP
bracis-28346	68	4	each	each	DET
bracis-28346	68	5	decision	decision	NOUN
bracis-28346	68	6	,	,	PUNCT
bracis-28346	68	7	references	reference	NOUN
bracis-28346	68	8	to	to	ADP
bracis-28346	68	9	its	its	PRON
bracis-28346	68	10	process	process	NOUN
bracis-28346	68	11	number	number	NOUN
bracis-28346	68	12	in	in	ADP
bracis-28346	68	13	other	other	ADJ
bracis-28346	68	14	documents	document	NOUN
bracis-28346	68	15	were	be	AUX
bracis-28346	68	16	searched	search	VERB
bracis-28346	68	17	,	,	PUNCT
bracis-28346	68	18	and	and	CCONJ
bracis-28346	68	19	this	this	DET
bracis-28346	68	20	information	information	NOUN
bracis-28346	68	21	was	be	AUX
bracis-28346	68	22	also	also	ADV
bracis-28346	68	23	stored	store	VERB
bracis-28346	68	24	in	in	ADP
bracis-28346	68	25	a	a	DET
bracis-28346	68	26	new	new	ADJ
bracis-28346	68	27	column	column	NOUN
bracis-28346	68	28	of	of	ADP
bracis-28346	68	29	the	the	DET
bracis-28346	68	30	results	result	NOUN
bracis-28346	68	31	spreadsheet	spreadsheet	NOUN
bracis-28346	68	32	.	.	PUNCT
bracis-28346	69	1	another	another	DET
bracis-28346	69	2	procedure	procedure	NOUN
bracis-28346	69	3	developed	develop	VERB
bracis-28346	69	4	was	be	AUX
bracis-28346	69	5	the	the	DET
bracis-28346	69	6	grouping	grouping	NOUN
bracis-28346	69	7	of	of	ADP
bracis-28346	69	8	decisions	decision	NOUN
bracis-28346	69	9	based	base	VERB
bracis-28346	69	10	on	on	ADP
bracis-28346	69	11	rapporteurs	rapporteur	NOUN
bracis-28346	69	12	,	,	PUNCT
bracis-28346	69	13	also	also	ADV
bracis-28346	69	14	using	use	VERB
bracis-28346	69	15	python	python	NOUN
bracis-28346	69	16	modules	module	NOUN
bracis-28346	69	17	for	for	ADP
bracis-28346	69	18	data	datum	NOUN
bracis-28346	69	19	manipulation	manipulation	NOUN
bracis-28346	69	20	,	,	PUNCT
bracis-28346	69	21	this	this	PRON
bracis-28346	69	22	improve	improve	NOUN
bracis-28346	69	23	made	make	VERB
bracis-28346	69	24	it	it	PRON
bracis-28346	69	25	more	more	ADV
bracis-28346	69	26	practical	practical	ADJ
bracis-28346	69	27	and	and	CCONJ
bracis-28346	69	28	efficient	efficient	ADJ
bracis-28346	69	29	to	to	PART
bracis-28346	69	30	perform	perform	VERB
bracis-28346	69	31	a	a	DET
bracis-28346	69	32	qualitative	qualitative	ADJ
bracis-28346	69	33	analysis	analysis	NOUN
bracis-28346	69	34	of	of	ADP
bracis-28346	69	35	the	the	DET
bracis-28346	69	36	results	result	NOUN
bracis-28346	69	37	in	in	ADP
bracis-28346	69	38	a	a	DET
bracis-28346	69	39	critical	critical	ADJ
bracis-28346	69	40	and	and	CCONJ
bracis-28346	69	41	embracing	embrace	VERB
bracis-28346	69	42	way	way	NOUN
bracis-28346	69	43	.	.	PUNCT
bracis-28346	70	1	also	also	ADV
bracis-28346	70	2	,	,	PUNCT
bracis-28346	70	3	aiming	aim	VERB
bracis-28346	70	4	to	to	ADP
bracis-28346	70	5	continuing	continue	VERB
bracis-28346	70	6	collecting	collect	VERB
bracis-28346	70	7	data	datum	NOUN
bracis-28346	70	8	,	,	PUNCT
bracis-28346	70	9	to	to	PART
bracis-28346	70	10	improve	improve	VERB
bracis-28346	70	11	the	the	DET
bracis-28346	70	12	useful	useful	ADJ
bracis-28346	70	13	information	information	NOUN
bracis-28346	70	14	,	,	PUNCT
bracis-28346	70	15	and	and	CCONJ
bracis-28346	70	16	to	to	PART
bracis-28346	70	17	make	make	VERB
bracis-28346	70	18	the	the	DET
bracis-28346	70	19	research	research	NOUN
bracis-28346	70	20	dynamic	dynamic	ADJ
bracis-28346	70	21	by	by	ADP
bracis-28346	70	22	keeping	keep	VERB
bracis-28346	70	23	the	the	DET
bracis-28346	70	24	results	result	NOUN
bracis-28346	70	25	up	up	ADP
bracis-28346	70	26	to	to	ADP
bracis-28346	70	27	date	date	NOUN
bracis-28346	70	28	,	,	PUNCT
bracis-28346	70	29	a	a	DET
bracis-28346	70	30	periodicity	periodicity	NOUN
bracis-28346	70	31	of	of	ADP
bracis-28346	70	32	repetition	repetition	NOUN
bracis-28346	70	33	of	of	ADP
bracis-28346	70	34	the	the	DET
bracis-28346	70	35	scraping	scrape	VERB
bracis-28346	70	36	procedures	procedure	NOUN
bracis-28346	70	37	was	be	AUX
bracis-28346	70	38	established	establish	VERB
bracis-28346	70	39	.	.	PUNCT
bracis-28346	71	1	for	for	ADP
bracis-28346	71	2	this	this	PRON
bracis-28346	71	3	,	,	PUNCT
bracis-28346	71	4	other	other	ADJ
bracis-28346	71	5	methods	method	NOUN
bracis-28346	71	6	were	be	AUX
bracis-28346	71	7	developed	develop	VERB
bracis-28346	71	8	in	in	ADP
bracis-28346	71	9	python	python	NOUN
bracis-28346	71	10	programs	program	NOUN
bracis-28346	71	11	.	.	PUNCT
bracis-28346	72	1	they	they	PRON
bracis-28346	72	2	are	be	AUX
bracis-28346	72	3	:	:	PUNCT
bracis-28346	72	4	(	(	PUNCT
bracis-28346	72	5	1	1	X
bracis-28346	72	6	)	)	PUNCT
bracis-28346	72	7	a	a	DET
bracis-28346	72	8	results	result	NOUN
bracis-28346	72	9	counting	counting	NOUN
bracis-28346	72	10	mechanism	mechanism	NOUN
bracis-28346	72	11	,	,	PUNCT
bracis-28346	72	12	which	which	PRON
bracis-28346	72	13	compares	compare	VERB
bracis-28346	72	14	the	the	DET
bracis-28346	72	15	number	number	NOUN
bracis-28346	72	16	of	of	ADP
bracis-28346	72	17	terms	term	NOUN
bracis-28346	72	18	with	with	ADP
bracis-28346	72	19	corresponding	corresponding	ADJ
bracis-28346	72	20	matches	match	NOUN
bracis-28346	72	21	and	and	CCONJ
bracis-28346	72	22	the	the	DET
bracis-28346	72	23	number	number	NOUN
bracis-28346	72	24	of	of	ADP
bracis-28346	72	25	matches	match	NOUN
bracis-28346	72	26	for	for	ADP
bracis-28346	72	27	each	each	DET
bracis-28346	72	28	term	term	NOUN
bracis-28346	72	29	,	,	PUNCT
bracis-28346	72	30	comparing	compare	VERB
bracis-28346	72	31	these	these	DET
bracis-28346	72	32	numbers	number	NOUN
bracis-28346	72	33	with	with	ADP
bracis-28346	72	34	the	the	DET
bracis-28346	72	35	respective	respective	ADJ
bracis-28346	72	36	ones	one	NOUN
bracis-28346	72	37	from	from	ADP
bracis-28346	72	38	the	the	DET
bracis-28346	72	39	last	last	ADJ
bracis-28346	72	40	scraping	scraping	NOUN
bracis-28346	72	41	performed	perform	VERB
bracis-28346	72	42	.	.	PUNCT
bracis-28346	73	1	these	these	DET
bracis-28346	73	2	data	datum	NOUN
bracis-28346	73	3	are	be	AUX
bracis-28346	73	4	inserted	insert	VERB
bracis-28346	73	5	into	into	ADP
bracis-28346	73	6	a	a	DET
bracis-28346	73	7	new	new	ADJ
bracis-28346	73	8	spreadsheet	spreadsheet	NOUN
bracis-28346	73	9	and	and	CCONJ
bracis-28346	73	10	updated	update	VERB
bracis-28346	73	11	every	every	DET
bracis-28346	73	12	month	month	NOUN
bracis-28346	73	13	;	;	PUNCT
bracis-28346	73	14	(	(	PUNCT
bracis-28346	73	15	2	2	X
bracis-28346	73	16	)	)	PUNCT
bracis-28346	73	17	in	in	ADP
bracis-28346	73	18	each	each	DET
bracis-28346	73	19	results	result	NOUN
bracis-28346	73	20	spreadsheet	spreadsheet	NOUN
bracis-28346	73	21	,	,	PUNCT
bracis-28346	73	22	the	the	DET
bracis-28346	73	23	new	new	ADJ
bracis-28346	73	24	scraped	scrape	VERB
bracis-28346	73	25	processes	process	NOUN
bracis-28346	73	26	,	,	PUNCT
bracis-28346	73	27	compared	compare	VERB
bracis-28346	73	28	to	to	ADP
bracis-28346	73	29	the	the	DET
bracis-28346	73	30	ones	one	NOUN
bracis-28346	73	31	from	from	ADP
bracis-28346	73	32	previous	previous	ADJ
bracis-28346	73	33	scraping	scraping	NOUN
bracis-28346	73	34	,	,	PUNCT
bracis-28346	73	35	are	be	AUX
bracis-28346	73	36	marked	mark	VERB
bracis-28346	73	37	with	with	ADP
bracis-28346	73	38	the	the	DET
bracis-28346	73	39	character	character	NOUN
bracis-28346	73	40	’	'	PUNCT
bracis-28346	73	41	*	*	SYM
bracis-28346	73	42	’	'	PUNCT
bracis-28346	73	43	,	,	PUNCT
bracis-28346	73	44	so	so	SCONJ
bracis-28346	73	45	that	that	SCONJ
bracis-28346	73	46	analysts	analyst	NOUN
bracis-28346	73	47	can	can	AUX
bracis-28346	73	48	easily	easily	ADV
bracis-28346	73	49	identify	identify	VERB
bracis-28346	73	50	new	new	ADJ
bracis-28346	73	51	results	result	NOUN
bracis-28346	73	52	,	,	PUNCT
bracis-28346	73	53	avoiding	avoid	VERB
bracis-28346	73	54	redundancies	redundancy	NOUN
bracis-28346	73	55	.	.	PUNCT
bracis-28346	74	1	2.3	2.3	NUM
bracis-28346	74	2	qualitative	qualitative	ADJ
bracis-28346	74	3	analysis	analysis	NOUN
bracis-28346	74	4	method	method	NOUN
bracis-28346	74	5	the	the	DET
bracis-28346	74	6	main	main	ADJ
bracis-28346	74	7	procedural	procedural	ADJ
bracis-28346	74	8	methods	method	NOUN
bracis-28346	74	9	adopted	adopt	VERB
bracis-28346	74	10	were	be	AUX
bracis-28346	74	11	analytical	analytical	ADJ
bracis-28346	74	12	,	,	PUNCT
bracis-28346	74	13	comparative	comparative	ADJ
bracis-28346	74	14	,	,	PUNCT
bracis-28346	74	15	and	and	CCONJ
bracis-28346	74	16	,	,	PUNCT
bracis-28346	74	17	especially	especially	ADV
bracis-28346	74	18	,	,	PUNCT
bracis-28346	74	19	monographic	monographic	ADJ
bracis-28346	74	20	.	.	PUNCT
bracis-28346	75	1	this	this	PRON
bracis-28346	75	2	was	be	AUX
bracis-28346	75	3	revealed	reveal	VERB
bracis-28346	75	4	through	through	ADP
bracis-28346	75	5	a	a	DET
bracis-28346	75	6	longitudinal	longitudinal	ADJ
bracis-28346	75	7	study	study	NOUN
bracis-28346	75	8	of	of	ADP
bracis-28346	75	9	the	the	DET
bracis-28346	75	10	specificities	specificity	NOUN
bracis-28346	75	11	of	of	ADP
bracis-28346	75	12	each	each	DET
bracis-28346	75	13	case	case	NOUN
bracis-28346	75	14	,	,	PUNCT
bracis-28346	75	15	investigating	investigate	VERB
bracis-28346	75	16	the	the	DET
bracis-28346	75	17	factors	factor	NOUN
bracis-28346	75	18	that	that	PRON
bracis-28346	75	19	influenced	influence	VERB
bracis-28346	75	20	decision	decision	NOUN
bracis-28346	75	21	-	-	PUNCT
bracis-28346	75	22	making	making	NOUN
bracis-28346	75	23	in	in	ADP
bracis-28346	75	24	each	each	DET
bracis-28346	75	25	unique	unique	ADJ
bracis-28346	75	26	event	event	NOUN
bracis-28346	75	27	,	,	PUNCT
bracis-28346	75	28	based	base	VERB
bracis-28346	75	29	on	on	ADP
bracis-28346	75	30	sectoral	sectoral	ADJ
bracis-28346	75	31	analysis	analysis	NOUN
bracis-28346	75	32	and	and	CCONJ
bracis-28346	75	33	making	make	VERB
bracis-28346	75	34	generalizations	generalization	NOUN
bracis-28346	75	35	about	about	ADP
bracis-28346	75	36	similar	similar	ADJ
bracis-28346	75	37	events	event	NOUN
bracis-28346	75	38	.	.	PUNCT
bracis-28346	76	1	this	this	DET
bracis-28346	76	2	article	article	NOUN
bracis-28346	76	3	examined	examine	VERB
bracis-28346	76	4	all	all	DET
bracis-28346	76	5	decisions	decision	NOUN
bracis-28346	76	6	of	of	ADP
bracis-28346	76	7	the	the	DET
bracis-28346	76	8	state	state	NOUN
bracis-28346	76	9	of	of	ADP
bracis-28346	76	10	são	são	PROPN
bracis-28346	76	11	paulo	paulo	PROPN
bracis-28346	76	12	court	court	PROPN
bracis-28346	76	13	of	of	ADP
bracis-28346	76	14	appeal	appeal	NOUN
bracis-28346	76	15	that	that	PRON
bracis-28346	76	16	contain	contain	VERB
bracis-28346	76	17	the	the	DET
bracis-28346	76	18	following	follow	VERB
bracis-28346	76	19	six	six	NUM
bracis-28346	76	20	terms	term	NOUN
bracis-28346	76	21	:	:	PUNCT
bracis-28346	76	22	“	"	PUNCT
bracis-28346	76	23	inteligência	inteligência	PROPN
bracis-28346	76	24	artificial	artificial	NOUN
bracis-28346	76	25	”	"	PUNCT
bracis-28346	76	26	and	and	CCONJ
bracis-28346	76	27	“	"	PUNCT
bracis-28346	76	28	artificial	artificial	ADJ
bracis-28346	76	29	intelligence	intelligence	NOUN
bracis-28346	76	30	,	,	PUNCT
bracis-28346	76	31	”	"	PUNCT
bracis-28346	76	32	“	"	PUNCT
bracis-28346	76	33	aprendizado	aprendizado	PROPN
bracis-28346	76	34	de	de	X
bracis-28346	76	35	máquina	máquina	NOUN
bracis-28346	76	36	”	"	PUNCT
bracis-28346	76	37	and	and	CCONJ
bracis-28346	76	38	“	"	PUNCT
bracis-28346	76	39	machine	machine	NOUN
bracis-28346	76	40	learning	learning	NOUN
bracis-28346	76	41	,	,	PUNCT
bracis-28346	76	42	”	"	PUNCT
bracis-28346	76	43	and	and	CCONJ
bracis-28346	76	44	“	"	PUNCT
bracis-28346	76	45	aprendizado	aprendizado	PROPN
bracis-28346	76	46	profundo	profundo	NOUN
bracis-28346	76	47	”	"	PUNCT
bracis-28346	76	48	and	and	CCONJ
bracis-28346	76	49	“	"	PUNCT
bracis-28346	76	50	deep	deep	ADJ
bracis-28346	76	51	learning	learning	NOUN
bracis-28346	76	52	.	.	PUNCT
bracis-28346	76	53	”	"	PUNCT
bracis-28346	77	1	during	during	ADP
bracis-28346	77	2	the	the	DET
bracis-28346	77	3	search	search	NOUN
bracis-28346	77	4	,	,	PUNCT
bracis-28346	77	5	190	190	NUM
bracis-28346	77	6	items	item	NOUN
bracis-28346	77	7	were	be	AUX
bracis-28346	77	8	retrieved	retrieve	VERB
bracis-28346	77	9	,	,	PUNCT
bracis-28346	77	10	out	out	ADP
bracis-28346	77	11	of	of	ADP
bracis-28346	77	12	which	which	PRON
bracis-28346	77	13	41	41	NUM
bracis-28346	77	14	were	be	AUX
bracis-28346	77	15	deeply	deeply	ADV
bracis-28346	77	16	analyzed	analyze	VERB
bracis-28346	77	17	for	for	ADP
bracis-28346	77	18	the	the	DET
bracis-28346	77	19	purpose	purpose	NOUN
bracis-28346	77	20	of	of	ADP
bracis-28346	77	21	this	this	DET
bracis-28346	77	22	ongoing	ongoing	ADJ
bracis-28346	77	23	research	research	NOUN
bracis-28346	77	24	,	,	PUNCT
bracis-28346	77	25	totaling	total	VERB
bracis-28346	77	26	21.58	21.58	NUM
bracis-28346	77	27	%	%	NOUN
bracis-28346	77	28	of	of	ADP
bracis-28346	77	29	the	the	DET
bracis-28346	77	30	results	result	NOUN
bracis-28346	77	31	.	.	PUNCT
bracis-28346	78	1	these	these	DET
bracis-28346	78	2	analyses	analysis	NOUN
bracis-28346	78	3	focused	focus	VERB
bracis-28346	78	4	specifically	specifically	ADV
bracis-28346	78	5	on	on	ADP
bracis-28346	78	6	banking	banking	NOUN
bracis-28346	78	7	matters	matter	NOUN
bracis-28346	78	8	,	,	PUNCT
bracis-28346	78	9	with	with	ADP
bracis-28346	78	10	particular	particular	ADJ
bracis-28346	78	11	attention	attention	NOUN
bracis-28346	78	12	to	to	ADP
bracis-28346	78	13	disputes	dispute	NOUN
bracis-28346	78	14	involving	involve	VERB
bracis-28346	78	15	the	the	DET
bracis-28346	78	16	validity	validity	NOUN
bracis-28346	78	17	of	of	ADP
bracis-28346	78	18	digital	digital	ADJ
bracis-28346	78	19	payroll	payroll	NOUN
bracis-28346	78	20	loan	loan	NOUN
bracis-28346	78	21	contracts	contract	NOUN
bracis-28346	78	22	carried	carry	VERB
bracis-28346	78	23	out	out	ADP
bracis-28346	78	24	by	by	ADP
bracis-28346	78	25	facial	facial	ADJ
bracis-28346	78	26	biometrics	biometric	NOUN
bracis-28346	78	27	.	.	PUNCT
bracis-28346	79	1	the	the	DET
bracis-28346	79	2	first	first	ADJ
bracis-28346	79	3	decision	decision	NOUN
bracis-28346	79	4	analyzed	analyze	VERB
bracis-28346	79	5	was	be	AUX
bracis-28346	79	6	issued	issue	VERB
bracis-28346	79	7	and	and	CCONJ
bracis-28346	79	8	published	publish	VERB
bracis-28346	79	9	on	on	ADP
bracis-28346	79	10	august	august	PROPN
bracis-28346	79	11	30	30	NUM
bracis-28346	79	12	,	,	PUNCT
bracis-28346	79	13	2021	2021	NUM
bracis-28346	79	14	,	,	PUNCT
bracis-28346	79	15	and	and	CCONJ
bracis-28346	79	16	the	the	DET
bracis-28346	79	17	last	last	ADJ
bracis-28346	79	18	decision	decision	NOUN
bracis-28346	79	19	(	(	PUNCT
bracis-28346	79	20	according	accord	VERB
bracis-28346	79	21	to	to	ADP
bracis-28346	79	22	data	data	NOUN
bracis-28346	79	23	scraping	scraping	NOUN
bracis-28346	79	24	conducted	conduct	VERB
bracis-28346	79	25	in	in	ADP
bracis-28346	79	26	april	april	PROPN
bracis-28346	79	27	2023	2023	NUM
bracis-28346	79	28	)	)	PUNCT
bracis-28346	79	29	was	be	AUX
bracis-28346	79	30	on	on	ADP
bracis-28346	79	31	april	april	PROPN
bracis-28346	79	32	20	20	NUM
bracis-28346	79	33	,	,	PUNCT
bracis-28346	79	34	2023	2023	NUM
bracis-28346	79	35	.	.	PUNCT
bracis-28346	80	1	using	use	VERB
bracis-28346	80	2	the	the	DET
bracis-28346	80	3	monographic	monographic	ADJ
bracis-28346	80	4	method	method	NOUN
bracis-28346	80	5	,	,	PUNCT
bracis-28346	80	6	this	this	DET
bracis-28346	80	7	research	research	NOUN
bracis-28346	80	8	will	will	AUX
bracis-28346	80	9	present	present	VERB
bracis-28346	80	10	the	the	DET
bracis-28346	80	11	standard	standard	ADJ
bracis-28346	80	12	arguments	argument	NOUN
bracis-28346	80	13	issued	issue	VERB
bracis-28346	80	14	by	by	ADP
bracis-28346	80	15	each	each	PRON
bracis-28346	80	16	of	of	ADP
bracis-28346	80	17	the	the	DET
bracis-28346	80	18	rapporteurs	rapporteur	NOUN
bracis-28346	80	19	in	in	ADP
bracis-28346	80	20	the	the	DET
bracis-28346	80	21	decisions	decision	NOUN
bracis-28346	80	22	referred	refer	VERB
bracis-28346	80	23	to	to	ADP
bracis-28346	80	24	,	,	PUNCT
bracis-28346	80	25	justifying	justify	VERB
bracis-28346	80	26	the	the	DET
bracis-28346	80	27	validity	validity	NOUN
bracis-28346	80	28	of	of	ADP
bracis-28346	80	29	the	the	DET
bracis-28346	80	30	loan	loan	NOUN
bracis-28346	80	31	contracts	contract	NOUN
bracis-28346	80	32	.	.	PUNCT
bracis-28346	81	1	firstly	firstly	ADV
bracis-28346	81	2	,	,	PUNCT
bracis-28346	81	3	the	the	DET
bracis-28346	81	4	existence	existence	NOUN
bracis-28346	81	5	of	of	ADP
bracis-28346	81	6	a	a	DET
bracis-28346	81	7	legal	legal	ADJ
bracis-28346	81	8	relationship	relationship	NOUN
bracis-28346	81	9	between	between	ADP
bracis-28346	81	10	the	the	DET
bracis-28346	81	11	bank	bank	NOUN
bracis-28346	81	12	and	and	CCONJ
bracis-28346	81	13	the	the	DET
bracis-28346	81	14	consumer	consumer	NOUN
bracis-28346	81	15	will	will	AUX
bracis-28346	81	16	be	be	AUX
bracis-28346	81	17	analyzed	analyze	VERB
bracis-28346	81	18	,	,	PUNCT
bracis-28346	81	19	as	as	ADV
bracis-28346	81	20	well	well	ADV
bracis-28346	81	21	as	as	ADP
bracis-28346	81	22	the	the	DET
bracis-28346	81	23	alleged	alleged	ADJ
bracis-28346	81	24	lack	lack	NOUN
bracis-28346	81	25	of	of	ADP
bracis-28346	81	26	voluntary	voluntary	ADJ
bracis-28346	81	27	consent	consent	NOUN
bracis-28346	81	28	.	.	PUNCT
bracis-28346	82	1	this	this	PRON
bracis-28346	82	2	will	will	AUX
bracis-28346	82	3	provide	provide	VERB
bracis-28346	82	4	a	a	DET
bracis-28346	82	5	generalized	generalize	VERB
bracis-28346	82	6	framework	framework	NOUN
bracis-28346	82	7	of	of	ADP
bracis-28346	82	8	the	the	DET
bracis-28346	82	9	views	view	NOUN
bracis-28346	82	10	adopted	adopt	VERB
bracis-28346	82	11	by	by	ADP
bracis-28346	82	12	judges	judge	NOUN
bracis-28346	82	13	regarding	regard	VERB
bracis-28346	82	14	facial	facial	ADJ
bracis-28346	82	15	recognition	recognition	NOUN
bracis-28346	82	16	technology	technology	NOUN
bracis-28346	82	17	(	(	PUNCT
bracis-28346	82	18	frt	frt	NOUN
bracis-28346	82	19	)	)	PUNCT
bracis-28346	82	20	and	and	CCONJ
bracis-28346	82	21	its	its	PRON
bracis-28346	82	22	use	use	NOUN
bracis-28346	82	23	in	in	ADP
bracis-28346	82	24	digital	digital	ADJ
bracis-28346	82	25	banking	banking	NOUN
bracis-28346	82	26	contracts	contract	NOUN
bracis-28346	82	27	in	in	ADP
bracis-28346	82	28	brazil	brazil	PROPN
bracis-28346	82	29	.	.	PUNCT
bracis-28346	83	1	finally	finally	ADV
bracis-28346	83	2	,	,	PUNCT
bracis-28346	83	3	the	the	DET
bracis-28346	83	4	analysis	analysis	NOUN
bracis-28346	83	5	of	of	ADP
bracis-28346	83	6	the	the	DET
bracis-28346	83	7	appeal	appeal	NOUN
bracis-28346	83	8	court	court	NOUN
bracis-28346	83	9	’s	’s	PART
bracis-28346	83	10	decisions	decision	NOUN
bracis-28346	83	11	was	be	AUX
bracis-28346	83	12	divided	divide	VERB
bracis-28346	83	13	into	into	ADP
bracis-28346	83	14	13	13	NUM
bracis-28346	83	15	subcategories	subcategorie	NOUN
bracis-28346	83	16	:	:	PUNCT
bracis-28346	83	17	(	(	PUNCT
bracis-28346	83	18	i	i	NOUN
bracis-28346	83	19	)	)	PUNCT
bracis-28346	83	20	case	case	NOUN
bracis-28346	83	21	number	number	NOUN
bracis-28346	83	22	;	;	PUNCT
bracis-28346	83	23	(	(	PUNCT
bracis-28346	83	24	ii	ii	NOUN
bracis-28346	83	25	)	)	PUNCT
bracis-28346	83	26	class	class	NOUN
bracis-28346	83	27	(	(	PUNCT
bracis-28346	83	28	type	type	NOUN
bracis-28346	83	29	of	of	ADP
bracis-28346	83	30	appeal	appeal	NOUN
bracis-28346	83	31	analyzed	analyze	VERB
bracis-28346	83	32	in	in	ADP
bracis-28346	83	33	the	the	DET
bracis-28346	83	34	decision	decision	NOUN
bracis-28346	83	35	)	)	PUNCT
bracis-28346	83	36	;	;	PUNCT
bracis-28346	83	37	(	(	PUNCT
bracis-28346	83	38	iii	iii	X
bracis-28346	83	39	)	)	PUNCT
bracis-28346	83	40	rapporteur	rapporteur	NOUN
bracis-28346	83	41	;	;	PUNCT
bracis-28346	83	42	(	(	PUNCT
bracis-28346	83	43	iv	iv	X
bracis-28346	83	44	)	)	PUNCT
bracis-28346	83	45	judicial	judicial	ADJ
bracis-28346	83	46	district	district	NOUN
bracis-28346	83	47	;	;	PUNCT
bracis-28346	83	48	(	(	PUNCT
bracis-28346	83	49	v	v	NOUN
bracis-28346	83	50	)	)	PUNCT
bracis-28346	83	51	judging	judge	VERB
bracis-28346	83	52	body	body	NOUN
bracis-28346	83	53	;	;	PUNCT
bracis-28346	83	54	(	(	PUNCT
bracis-28346	83	55	vi	vi	NOUN
bracis-28346	83	56	)	)	PUNCT
bracis-28346	83	57	subject	subject	NOUN
bracis-28346	83	58	;	;	PUNCT
bracis-28346	83	59	(	(	PUNCT
bracis-28346	83	60	vii	vii	PROPN
bracis-28346	83	61	)	)	PUNCT
bracis-28346	83	62	trial	trial	NOUN
bracis-28346	83	63	date	date	NOUN
bracis-28346	83	64	;	;	PUNCT
bracis-28346	83	65	(	(	PUNCT
bracis-28346	83	66	viii	viii	NOUN
bracis-28346	83	67	)	)	PUNCT
bracis-28346	83	68	publication	publication	NOUN
bracis-28346	83	69	date	date	NOUN
bracis-28346	83	70	;	;	PUNCT
bracis-28346	83	71	(	(	PUNCT
bracis-28346	83	72	ix	ix	ADV
bracis-28346	83	73	)	)	PUNCT
bracis-28346	83	74	disputing	dispute	VERB
bracis-28346	83	75	parties	party	NOUN
bracis-28346	83	76	;	;	PUNCT
bracis-28346	83	77	(	(	PUNCT
bracis-28346	83	78	x	x	X
bracis-28346	83	79	)	)	PUNCT
bracis-28346	83	80	reasoning	reasoning	NOUN
bracis-28346	83	81	;	;	PUNCT
bracis-28346	83	82	(	(	PUNCT
bracis-28346	83	83	xi	xi	X
bracis-28346	83	84	)	)	PUNCT
bracis-28346	83	85	final	final	ADJ
bracis-28346	83	86	decision	decision	NOUN
bracis-28346	83	87	;	;	PUNCT
bracis-28346	83	88	(	(	PUNCT
bracis-28346	83	89	xii	xii	NOUN
bracis-28346	83	90	)	)	PUNCT
bracis-28346	83	91	context	context	NOUN
bracis-28346	83	92	of	of	ADP
bracis-28346	83	93	the	the	DET
bracis-28346	83	94	use	use	NOUN
bracis-28346	83	95	of	of	ADP
bracis-28346	83	96	the	the	DET
bracis-28346	83	97	term	term	NOUN
bracis-28346	83	98	“	"	PUNCT
bracis-28346	83	99	inteligência	inteligência	PROPN
bracis-28346	83	100	artificial	artificial	NOUN
bracis-28346	83	101	”	"	PUNCT
bracis-28346	83	102	(	(	PUNCT
bracis-28346	83	103	a.i	a.i	PROPN
bracis-28346	83	104	.	.	PROPN
bracis-28346	83	105	)	)	PUNCT
bracis-28346	83	106	;	;	PUNCT
bracis-28346	83	107	(	(	PUNCT
bracis-28346	83	108	xiii	xiii	X
bracis-28346	83	109	)	)	PUNCT
bracis-28346	83	110	jurisprudence	jurisprudence	NOUN
bracis-28346	83	111	.	.	PUNCT
bracis-28346	84	1	3	3	NUM
bracis-28346	84	2	results	result	NOUN
bracis-28346	84	3	and	and	CCONJ
bracis-28346	84	4	 	 	SPACE
bracis-28346	84	5	discussion	discussion	NOUN
bracis-28346	84	6	from	from	ADP
bracis-28346	84	7	the	the	DET
bracis-28346	84	8	web	web	NOUN
bracis-28346	84	9	portal	portal	NOUN
bracis-28346	84	10	of	of	ADP
bracis-28346	84	11	the	the	DET
bracis-28346	84	12	state	state	NOUN
bracis-28346	84	13	of	of	ADP
bracis-28346	84	14	são	são	PROPN
bracis-28346	84	15	paulo	paulo	PROPN
bracis-28346	84	16	’s	’s	PART
bracis-28346	84	17	court	court	PROPN
bracis-28346	84	18	of	of	ADP
bracis-28346	84	19	justice	justice	PROPN
bracis-28346	84	20	,	,	PUNCT
bracis-28346	84	21	190	190	NUM
bracis-28346	84	22	decisions	decision	NOUN
bracis-28346	84	23	covering	cover	VERB
bracis-28346	84	24	a	a	DET
bracis-28346	84	25	span	span	NOUN
bracis-28346	84	26	of	of	ADP
bracis-28346	84	27	12	12	NUM
bracis-28346	84	28	years	year	NOUN
bracis-28346	84	29	(	(	PUNCT
bracis-28346	84	30	from	from	ADP
bracis-28346	84	31	2012	2012	NUM
bracis-28346	84	32	to	to	ADP
bracis-28346	84	33	2023	2023	NUM
bracis-28346	84	34	)	)	PUNCT
bracis-28346	84	35	were	be	AUX
bracis-28346	84	36	analyzed	analyze	VERB
bracis-28346	84	37	.	.	PUNCT
bracis-28346	85	1	the	the	DET
bracis-28346	85	2	results	result	NOUN
bracis-28346	85	3	showed	show	VERB
bracis-28346	85	4	that	that	SCONJ
bracis-28346	85	5	177	177	NUM
bracis-28346	85	6	decisions	decision	NOUN
bracis-28346	85	7	involved	involve	VERB
bracis-28346	85	8	the	the	DET
bracis-28346	85	9	term	term	NOUN
bracis-28346	85	10	“	"	PUNCT
bracis-28346	85	11	inteligência	inteligência	PROPN
bracis-28346	85	12	artificial	artificial	NOUN
bracis-28346	85	13	,	,	PUNCT
bracis-28346	85	14	”	"	PUNCT
bracis-28346	85	15	4	4	NUM
bracis-28346	85	16	decisions	decision	NOUN
bracis-28346	85	17	referred	refer	VERB
bracis-28346	85	18	to	to	ADP
bracis-28346	85	19	the	the	DET
bracis-28346	85	20	term	term	NOUN
bracis-28346	85	21	“	"	PUNCT
bracis-28346	85	22	artificial	artificial	ADJ
bracis-28346	85	23	intelligence	intelligence	NOUN
bracis-28346	85	24	”	"	PUNCT
bracis-28346	85	25	(	(	PUNCT
bracis-28346	85	26	from	from	ADP
bracis-28346	85	27	october	october	PROPN
bracis-28346	85	28	2022	2022	NUM
bracis-28346	85	29	to	to	ADP
bracis-28346	85	30	april	april	PROPN
bracis-28346	85	31	2023	2023	NUM
bracis-28346	85	32	)	)	PUNCT
bracis-28346	85	33	,	,	PUNCT
bracis-28346	85	34	3	3	NUM
bracis-28346	85	35	decisions	decision	NOUN
bracis-28346	85	36	related	relate	VERB
bracis-28346	85	37	to	to	ADP
bracis-28346	85	38	“	"	PUNCT
bracis-28346	85	39	aprendizado	aprendizado	PROPN
bracis-28346	85	40	de	de	X
bracis-28346	85	41	máquina	máquina	PROPN
bracis-28346	85	42	”	"	PUNCT
bracis-28346	85	43	(	(	PUNCT
bracis-28346	85	44	from	from	ADP
bracis-28346	85	45	august	august	PROPN
bracis-28346	85	46	2022	2022	NUM
bracis-28346	85	47	to	to	ADP
bracis-28346	85	48	february	february	PROPN
bracis-28346	85	49	2023	2023	NUM
bracis-28346	85	50	)	)	PUNCT
bracis-28346	85	51	,	,	PUNCT
bracis-28346	85	52	and	and	CCONJ
bracis-28346	85	53	6	6	NUM
bracis-28346	85	54	decisions	decision	NOUN
bracis-28346	85	55	mentioned	mention	VERB
bracis-28346	85	56	“	"	PUNCT
bracis-28346	85	57	machine	machine	NOUN
bracis-28346	85	58	learning	learning	NOUN
bracis-28346	85	59	”	"	PUNCT
bracis-28346	85	60	(	(	PUNCT
bracis-28346	85	61	from	from	ADP
bracis-28346	85	62	september	september	PROPN
bracis-28346	85	63	2018	2018	NUM
bracis-28346	85	64	to	to	ADP
bracis-28346	85	65	november	november	PROPN
bracis-28346	85	66	2022	2022	NUM
bracis-28346	85	67	)	)	PUNCT
bracis-28346	85	68	.	.	PUNCT
bracis-28346	86	1	however	however	ADV
bracis-28346	86	2	,	,	PUNCT
bracis-28346	86	3	no	no	DET
bracis-28346	86	4	decisions	decision	NOUN
bracis-28346	86	5	were	be	AUX
bracis-28346	86	6	found	find	VERB
bracis-28346	86	7	for	for	ADP
bracis-28346	86	8	the	the	DET
bracis-28346	86	9	terms	term	NOUN
bracis-28346	86	10	“	"	PUNCT
bracis-28346	86	11	deep	deep	ADJ
bracis-28346	86	12	learning	learning	NOUN
bracis-28346	86	13	”	"	PUNCT
bracis-28346	86	14	or	or	CCONJ
bracis-28346	86	15	“	"	PUNCT
bracis-28346	86	16	aprendizado	aprendizado	PROPN
bracis-28346	86	17	profundo	profundo	NOUN
bracis-28346	86	18	”	"	PUNCT
bracis-28346	86	19	through	through	ADP
bracis-28346	86	20	web	web	NOUN
bracis-28346	86	21	scraping	scraping	NOUN
bracis-28346	86	22	on	on	ADP
bracis-28346	86	23	the	the	DET
bracis-28346	86	24	appellate	appellate	ADJ
bracis-28346	86	25	court	court	NOUN
bracis-28346	86	26	’s	’s	PART
bracis-28346	86	27	website	website	NOUN
bracis-28346	86	28	.	.	PUNCT
bracis-28346	87	1	figure	figure	NOUN
bracis-28346	87	2	 	 	SPACE
bracis-28346	87	3	1	1	NUM
bracis-28346	87	4	illustrates	illustrate	VERB
bracis-28346	87	5	the	the	DET
bracis-28346	87	6	exponential	exponential	ADJ
bracis-28346	87	7	growth	growth	NOUN
bracis-28346	87	8	trend	trend	NOUN
bracis-28346	87	9	in	in	ADP
bracis-28346	87	10	the	the	DET
bracis-28346	87	11	number	number	NOUN
bracis-28346	87	12	of	of	ADP
bracis-28346	87	13	decisions	decision	NOUN
bracis-28346	87	14	containing	contain	VERB
bracis-28346	87	15	these	these	DET
bracis-28346	87	16	six	six	NUM
bracis-28346	87	17	terms	term	NOUN
bracis-28346	87	18	.	.	PUNCT
bracis-28346	88	1	the	the	DET
bracis-28346	88	2	graph	graph	NOUN
bracis-28346	88	3	covers	cover	VERB
bracis-28346	88	4	the	the	DET
bracis-28346	88	5	period	period	NOUN
bracis-28346	88	6	from	from	ADP
bracis-28346	88	7	2012	2012	NUM
bracis-28346	88	8	to	to	ADP
bracis-28346	88	9	2023	2023	NUM
bracis-28346	88	10	,	,	PUNCT
bracis-28346	88	11	showing	show	VERB
bracis-28346	88	12	relative	relative	ADJ
bracis-28346	88	13	stability	stability	NOUN
bracis-28346	88	14	until	until	ADP
bracis-28346	88	15	2019	2019	NUM
bracis-28346	88	16	and	and	CCONJ
bracis-28346	88	17	a	a	DET
bracis-28346	88	18	significant	significant	ADJ
bracis-28346	88	19	increase	increase	NOUN
bracis-28346	88	20	from	from	ADP
bracis-28346	88	21	2020	2020	NUM
bracis-28346	88	22	onwards	onwards	ADV
bracis-28346	88	23	.	.	PUNCT
bracis-28346	89	1	several	several	ADJ
bracis-28346	89	2	factors	factor	NOUN
bracis-28346	89	3	contribute	contribute	VERB
bracis-28346	89	4	to	to	ADP
bracis-28346	89	5	this	this	DET
bracis-28346	89	6	trend	trend	NOUN
bracis-28346	89	7	,	,	PUNCT
bracis-28346	89	8	including	include	VERB
bracis-28346	89	9	:	:	PUNCT
bracis-28346	89	10	(	(	PUNCT
bracis-28346	89	11	1	1	X
bracis-28346	89	12	)	)	PUNCT
bracis-28346	89	13	the	the	DET
bracis-28346	89	14	enactment	enactment	NOUN
bracis-28346	89	15	of	of	ADP
bracis-28346	89	16	the	the	DET
bracis-28346	89	17	“	"	PUNCT
bracis-28346	89	18	lei	lei	X
bracis-28346	89	19	geral	geral	PROPN
bracis-28346	89	20	de	de	X
bracis-28346	89	21	proteção	proteção	X
bracis-28346	89	22	de	de	X
bracis-28346	89	23	dados	dados	PROPN
bracis-28346	89	24	pessoais	pessoais	PROPN
bracis-28346	89	25	”	"	PUNCT
bracis-28346	89	26	(	(	PUNCT
bracis-28346	89	27	lgpd	lgpd	PROPN
bracis-28346	89	28	)	)	PUNCT
bracis-28346	89	29	,	,	PUNCT
bracis-28346	89	30	law	law	NOUN
bracis-28346	89	31	no	no	NOUN
bracis-28346	89	32	.	.	PROPN
bracis-28346	89	33	13,709	13,709	NUM
bracis-28346	89	34	,	,	PUNCT
bracis-28346	89	35	on	on	ADP
bracis-28346	89	36	august	august	PROPN
bracis-28346	89	37	14	14	NUM
bracis-28346	89	38	,	,	PUNCT
bracis-28346	89	39	2018	2018	NUM
bracis-28346	89	40	,	,	PUNCT
bracis-28346	89	41	which	which	PRON
bracis-28346	89	42	came	come	VERB
bracis-28346	89	43	into	into	ADP
bracis-28346	89	44	force	force	NOUN
bracis-28346	89	45	in	in	ADP
bracis-28346	89	46	brazil	brazil	PROPN
bracis-28346	89	47	in	in	ADP
bracis-28346	89	48	september	september	PROPN
bracis-28346	89	49	2020	2020	NUM
bracis-28346	89	50	.	.	PUNCT
bracis-28346	90	1	this	this	PRON
bracis-28346	90	2	has	have	AUX
bracis-28346	90	3	led	lead	VERB
bracis-28346	90	4	to	to	ADP
bracis-28346	90	5	an	an	DET
bracis-28346	90	6	increase	increase	NOUN
bracis-28346	90	7	in	in	ADP
bracis-28346	90	8	disputes	dispute	NOUN
bracis-28346	90	9	related	relate	VERB
bracis-28346	90	10	to	to	ADP
bracis-28346	90	11	the	the	DET
bracis-28346	90	12	implementation	implementation	NOUN
bracis-28346	90	13	of	of	ADP
bracis-28346	90	14	ai	ai	PROPN
bracis-28346	90	15	systems	system	NOUN
bracis-28346	90	16	in	in	ADP
bracis-28346	90	17	various	various	ADJ
bracis-28346	90	18	sectors	sector	NOUN
bracis-28346	90	19	of	of	ADP
bracis-28346	90	20	society	society	NOUN
bracis-28346	90	21	,	,	PUNCT
bracis-28346	90	22	such	such	ADJ
bracis-28346	90	23	as	as	ADP
bracis-28346	90	24	banking	banking	NOUN
bracis-28346	90	25	,	,	PUNCT
bracis-28346	90	26	service	service	NOUN
bracis-28346	90	27	provision	provision	NOUN
bracis-28346	90	28	through	through	ADP
bracis-28346	90	29	applications	application	NOUN
bracis-28346	90	30	,	,	PUNCT
bracis-28346	90	31	and	and	CCONJ
bracis-28346	90	32	compliance	compliance	NOUN
bracis-28346	90	33	with	with	ADP
bracis-28346	90	34	the	the	DET
bracis-28346	90	35	new	new	ADJ
bracis-28346	90	36	standards	standard	NOUN
bracis-28346	90	37	.	.	PUNCT
bracis-28346	91	1	(	(	PUNCT
bracis-28346	91	2	2	2	X
bracis-28346	91	3	)	)	PUNCT
bracis-28346	91	4	as	as	SCONJ
bracis-28346	91	5	mentioned	mention	VERB
bracis-28346	91	6	in	in	ADP
bracis-28346	91	7	the	the	DET
bracis-28346	91	8	“	"	PUNCT
bracis-28346	91	9	qualitative	qualitative	ADJ
bracis-28346	91	10	analysis	analysis	NOUN
bracis-28346	91	11	method	method	NOUN
bracis-28346	91	12	”	"	PUNCT
bracis-28346	91	13	section	section	NOUN
bracis-28346	91	14	,	,	PUNCT
bracis-28346	91	15	37.3	37.3	NUM
bracis-28346	91	16	%	%	NOUN
bracis-28346	91	17	of	of	ADP
bracis-28346	91	18	the	the	DET
bracis-28346	91	19	“	"	PUNCT
bracis-28346	91	20	inteligência	inteligência	PROPN
bracis-28346	91	21	artificial	artificial	ADJ
bracis-28346	91	22	”	"	PUNCT
bracis-28346	91	23	results	result	NOUN
bracis-28346	91	24	are	be	AUX
bracis-28346	91	25	related	relate	VERB
bracis-28346	91	26	to	to	ADP
bracis-28346	91	27	banking	banking	NOUN
bracis-28346	91	28	matters	matter	NOUN
bracis-28346	91	29	,	,	PUNCT
bracis-28346	91	30	including	include	VERB
bracis-28346	91	31	disputes	dispute	NOUN
bracis-28346	91	32	involving	involve	VERB
bracis-28346	91	33	credit	credit	NOUN
bracis-28346	91	34	card	card	NOUN
bracis-28346	91	35	operations	operation	NOUN
bracis-28346	91	36	,	,	PUNCT
bracis-28346	91	37	atm	atm	PROPN
bracis-28346	91	38	fraud	fraud	NOUN
bracis-28346	91	39	,	,	PUNCT
bracis-28346	91	40	nighttime	nighttime	ADJ
bracis-28346	91	41	bank	bank	NOUN
bracis-28346	91	42	robberies	robbery	NOUN
bracis-28346	91	43	with	with	ADP
bracis-28346	91	44	threats	threat	NOUN
bracis-28346	91	45	for	for	ADP
bracis-28346	91	46	consecutive	consecutive	ADJ
bracis-28346	91	47	withdrawals	withdrawal	NOUN
bracis-28346	91	48	,	,	PUNCT
bracis-28346	91	49	phone	phone	NOUN
bracis-28346	91	50	or	or	CCONJ
bracis-28346	91	51	sms	sms	PROPN
bracis-28346	91	52	scams	scam	NOUN
bracis-28346	91	53	where	where	SCONJ
bracis-28346	91	54	scammers	scammer	NOUN
bracis-28346	91	55	pretend	pretend	VERB
bracis-28346	91	56	to	to	PART
bracis-28346	91	57	be	be	AUX
bracis-28346	91	58	ai	ai	ADP
bracis-28346	91	59	virtual	virtual	ADJ
bracis-28346	91	60	assistants	assistant	NOUN
bracis-28346	91	61	to	to	PART
bracis-28346	91	62	obtain	obtain	VERB
bracis-28346	91	63	passwords	password	NOUN
bracis-28346	91	64	/	/	SYM
bracis-28346	91	65	personal	personal	ADJ
bracis-28346	91	66	data	datum	NOUN
bracis-28346	91	67	,	,	PUNCT
bracis-28346	91	68	and	and	CCONJ
bracis-28346	91	69	payroll	payroll	NOUN
bracis-28346	91	70	loan	loan	NOUN
bracis-28346	91	71	cases	case	NOUN
bracis-28346	91	72	involving	involve	VERB
bracis-28346	91	73	facial	facial	ADJ
bracis-28346	91	74	recognition	recognition	NOUN
bracis-28346	91	75	(	(	PUNCT
bracis-28346	91	76	the	the	DET
bracis-28346	91	77	focus	focus	NOUN
bracis-28346	91	78	of	of	ADP
bracis-28346	91	79	this	this	DET
bracis-28346	91	80	article	article	NOUN
bracis-28346	91	81	)	)	PUNCT
bracis-28346	91	82	.	.	PUNCT
bracis-28346	92	1	the	the	DET
bracis-28346	92	2	occurrence	occurrence	NOUN
bracis-28346	92	3	of	of	ADP
bracis-28346	92	4	facial	facial	ADJ
bracis-28346	92	5	recognition	recognition	NOUN
bracis-28346	92	6	-	-	PUNCT
bracis-28346	92	7	related	relate	VERB
bracis-28346	92	8	cases	case	NOUN
bracis-28346	92	9	is	be	AUX
bracis-28346	92	10	also	also	ADV
bracis-28346	92	11	expected	expect	VERB
bracis-28346	92	12	to	to	PART
bracis-28346	92	13	grow	grow	VERB
bracis-28346	92	14	rapidly	rapidly	ADV
bracis-28346	92	15	,	,	PUNCT
bracis-28346	92	16	as	as	SCONJ
bracis-28346	92	17	depicted	depict	VERB
bracis-28346	92	18	in	in	ADP
bracis-28346	92	19	fig	fig	NOUN
bracis-28346	92	20	.	.	PUNCT
bracis-28346	92	21	 	 	SPACE
bracis-28346	93	1	1	1	NUM
bracis-28346	93	2	.	.	PUNCT
bracis-28346	93	3	fig	fig	NOUN
bracis-28346	93	4	.	.	PUNCT
bracis-28346	94	1	1	1	X
bracis-28346	94	2	.	.	PUNCT
bracis-28346	94	3	the	the	DET
bracis-28346	94	4	number	number	NOUN
bracis-28346	94	5	of	of	ADP
bracis-28346	94	6	occurrences	occurrence	NOUN
bracis-28346	94	7	related	relate	VERB
bracis-28346	94	8	to	to	ADP
bracis-28346	94	9	6	6	NUM
bracis-28346	94	10	term	term	NOUN
bracis-28346	94	11	searched	search	VERB
bracis-28346	94	12	“	"	PUNCT
bracis-28346	94	13	inteligência	inteligência	NOUN
bracis-28346	94	14	artificial”,“artificial	artificial”,“artificial	ADJ
bracis-28346	94	15	intelligence	intelligence	NOUN
bracis-28346	94	16	”	"	PUNCT
bracis-28346	94	17	,	,	PUNCT
bracis-28346	94	18	“	"	PUNCT
bracis-28346	94	19	aprendizado	aprendizado	PROPN
bracis-28346	94	20	de	de	X
bracis-28346	94	21	máquina	máquina	PROPN
bracis-28346	94	22	”	"	PUNCT
bracis-28346	94	23	,	,	PUNCT
bracis-28346	94	24	“	"	PUNCT
bracis-28346	94	25	machine	machine	NOUN
bracis-28346	94	26	learning	learning	NOUN
bracis-28346	94	27	”	"	PUNCT
bracis-28346	94	28	,	,	PUNCT
bracis-28346	94	29	“	"	PUNCT
bracis-28346	94	30	aprendizado	aprendizado	PROPN
bracis-28346	94	31	profundo	profundo	NOUN
bracis-28346	94	32	”	"	PUNCT
bracis-28346	94	33	and	and	CCONJ
bracis-28346	94	34	“	"	PUNCT
bracis-28346	94	35	deep	deep	ADJ
bracis-28346	94	36	learning	learning	NOUN
bracis-28346	94	37	”	"	PUNCT
bracis-28346	94	38	,	,	PUNCT
bracis-28346	94	39	between	between	ADP
bracis-28346	94	40	2012	2012	NUM
bracis-28346	94	41	and	and	CCONJ
bracis-28346	94	42	2023	2023	NUM
bracis-28346	94	43	.	.	PUNCT
bracis-28346	95	1	full	full	ADJ
bracis-28346	95	2	size	size	NOUN
bracis-28346	95	3	image	image	NOUN
bracis-28346	95	4	the	the	DET
bracis-28346	95	5	apparent	apparent	ADJ
bracis-28346	95	6	drop	drop	NOUN
bracis-28346	95	7	in	in	ADP
bracis-28346	95	8	2023	2023	NUM
bracis-28346	95	9	does	do	AUX
bracis-28346	95	10	not	not	PART
bracis-28346	95	11	indicate	indicate	VERB
bracis-28346	95	12	an	an	DET
bracis-28346	95	13	actual	actual	ADJ
bracis-28346	95	14	decrease	decrease	NOUN
bracis-28346	95	15	in	in	ADP
bracis-28346	95	16	the	the	DET
bracis-28346	95	17	number	number	NOUN
bracis-28346	95	18	of	of	ADP
bracis-28346	95	19	decisions	decision	NOUN
bracis-28346	95	20	.	.	PUNCT
bracis-28346	96	1	it	it	PRON
bracis-28346	96	2	is	be	AUX
bracis-28346	96	3	important	important	ADJ
bracis-28346	96	4	to	to	PART
bracis-28346	96	5	note	note	VERB
bracis-28346	96	6	that	that	SCONJ
bracis-28346	96	7	this	this	DET
bracis-28346	96	8	research	research	NOUN
bracis-28346	96	9	only	only	ADV
bracis-28346	96	10	compiled	compile	VERB
bracis-28346	96	11	data	datum	NOUN
bracis-28346	96	12	up	up	ADV
bracis-28346	96	13	until	until	ADP
bracis-28346	96	14	april	april	PROPN
bracis-28346	96	15	of	of	ADP
bracis-28346	96	16	that	that	DET
bracis-28346	96	17	year	year	NOUN
bracis-28346	96	18	.	.	PUNCT
bracis-28346	97	1	the	the	DET
bracis-28346	97	2	growth	growth	NOUN
bracis-28346	97	3	trend	trend	NOUN
bracis-28346	97	4	remains	remain	VERB
bracis-28346	97	5	high	high	ADJ
bracis-28346	97	6	,	,	PUNCT
bracis-28346	97	7	as	as	SCONJ
bracis-28346	97	8	the	the	DET
bracis-28346	97	9	number	number	NOUN
bracis-28346	97	10	of	of	ADP
bracis-28346	97	11	decisions	decision	NOUN
bracis-28346	97	12	analyzed	analyze	VERB
bracis-28346	97	13	up	up	ADP
bracis-28346	97	14	until	until	ADP
bracis-28346	97	15	april	april	PROPN
bracis-28346	97	16	2023	2023	NUM
bracis-28346	97	17	alone	alone	ADV
bracis-28346	97	18	has	have	AUX
bracis-28346	97	19	already	already	ADV
bracis-28346	97	20	more	more	ADJ
bracis-28346	97	21	than	than	ADP
bracis-28346	97	22	doubled	double	VERB
bracis-28346	97	23	the	the	DET
bracis-28346	97	24	entire	entire	ADJ
bracis-28346	97	25	year	year	NOUN
bracis-28346	97	26	of	of	ADP
bracis-28346	97	27	2019	2019	NUM
bracis-28346	97	28	.	.	PUNCT
bracis-28346	98	1	our	our	PRON
bracis-28346	98	2	results	result	NOUN
bracis-28346	98	3	will	will	AUX
bracis-28346	98	4	focus	focus	VERB
bracis-28346	98	5	solely	solely	ADV
bracis-28346	98	6	on	on	ADP
bracis-28346	98	7	decisions	decision	NOUN
bracis-28346	98	8	related	relate	VERB
bracis-28346	98	9	to	to	ADP
bracis-28346	98	10	the	the	DET
bracis-28346	98	11	term	term	NOUN
bracis-28346	98	12	“	"	PUNCT
bracis-28346	98	13	artificial	artificial	ADJ
bracis-28346	98	14	intelligence	intelligence	NOUN
bracis-28346	98	15	,	,	PUNCT
bracis-28346	98	16	”	"	PUNCT
bracis-28346	98	17	totaling	total	VERB
bracis-28346	98	18	41	41	NUM
bracis-28346	98	19	in	in	ADP
bracis-28346	98	20	number	number	NOUN
bracis-28346	98	21	.	.	PUNCT
bracis-28346	99	1	the	the	DET
bracis-28346	99	2	other	other	ADJ
bracis-28346	99	3	terms	term	NOUN
bracis-28346	99	4	do	do	AUX
bracis-28346	99	5	not	not	PART
bracis-28346	99	6	involve	involve	VERB
bracis-28346	99	7	disputes	dispute	NOUN
bracis-28346	99	8	regarding	regard	VERB
bracis-28346	99	9	the	the	DET
bracis-28346	99	10	validity	validity	NOUN
bracis-28346	99	11	of	of	ADP
bracis-28346	99	12	digital	digital	ADJ
bracis-28346	99	13	payroll	payroll	NOUN
bracis-28346	99	14	loan	loan	NOUN
bracis-28346	99	15	contracts	contract	NOUN
bracis-28346	99	16	carried	carry	VERB
bracis-28346	99	17	out	out	ADP
bracis-28346	99	18	through	through	ADP
bracis-28346	99	19	facial	facial	ADJ
bracis-28346	99	20	biometrics	biometric	NOUN
bracis-28346	99	21	.	.	PUNCT
bracis-28346	100	1	in	in	ADP
bracis-28346	100	2	fact	fact	NOUN
bracis-28346	100	3	,	,	PUNCT
bracis-28346	100	4	they	they	PRON
bracis-28346	100	5	do	do	AUX
bracis-28346	100	6	not	not	PART
bracis-28346	100	7	pertain	pertain	VERB
bracis-28346	100	8	to	to	ADP
bracis-28346	100	9	banking	banking	NOUN
bracis-28346	100	10	matters	matter	NOUN
bracis-28346	100	11	at	at	ADV
bracis-28346	100	12	all	all	ADV
bracis-28346	100	13	.	.	PUNCT
bracis-28346	101	1	these	these	DET
bracis-28346	101	2	decisions	decision	NOUN
bracis-28346	101	3	cover	cover	VERB
bracis-28346	101	4	topics	topic	NOUN
bracis-28346	101	5	such	such	ADJ
bracis-28346	101	6	as	as	ADP
bracis-28346	101	7	“	"	PUNCT
bracis-28346	101	8	health	health	NOUN
bracis-28346	101	9	plans	plan	NOUN
bracis-28346	101	10	,	,	PUNCT
bracis-28346	101	11	”	"	PUNCT
bracis-28346	101	12	“	"	PUNCT
bracis-28346	101	13	higher	high	ADJ
bracis-28346	101	14	education	education	NOUN
bracis-28346	101	15	,	,	PUNCT
bracis-28346	101	16	”	"	PUNCT
bracis-28346	101	17	“	"	PUNCT
bracis-28346	101	18	contractual	contractual	ADJ
bracis-28346	101	19	readjustment	readjustment	NOUN
bracis-28346	101	20	,	,	PUNCT
bracis-28346	101	21	”	"	PUNCT
bracis-28346	101	22	“	"	PUNCT
bracis-28346	101	23	business	business	NOUN
bracis-28346	101	24	management	management	NOUN
bracis-28346	101	25	,	,	PUNCT
bracis-28346	101	26	”	"	PUNCT
bracis-28346	101	27	“	"	PUNCT
bracis-28346	101	28	indemnity	indemnity	NOUN
bracis-28346	101	29	for	for	ADP
bracis-28346	101	30	moral	moral	ADJ
bracis-28346	101	31	damages	damage	NOUN
bracis-28346	101	32	,	,	PUNCT
bracis-28346	101	33	”	"	PUNCT
bracis-28346	101	34	and	and	CCONJ
bracis-28346	101	35	“	"	PUNCT
bracis-28346	101	36	provision	provision	NOUN
bracis-28346	101	37	of	of	ADP
bracis-28346	101	38	transport	transport	NOUN
bracis-28346	101	39	application	application	NOUN
bracis-28346	101	40	services	service	NOUN
bracis-28346	101	41	,	,	PUNCT
bracis-28346	101	42	”	"	PUNCT
bracis-28346	101	43	among	among	ADP
bracis-28346	101	44	others	other	NOUN
bracis-28346	101	45	.	.	PUNCT
bracis-28346	102	1	none	none	NOUN
bracis-28346	102	2	of	of	ADP
bracis-28346	102	3	the	the	DET
bracis-28346	102	4	appellants	appellant	NOUN
bracis-28346	102	5	in	in	ADP
bracis-28346	102	6	these	these	DET
bracis-28346	102	7	cases	case	NOUN
bracis-28346	102	8	are	be	AUX
bracis-28346	102	9	banking	banking	NOUN
bracis-28346	102	10	parties	party	NOUN
bracis-28346	102	11	.	.	PUNCT
bracis-28346	103	1	out	out	ADP
bracis-28346	103	2	of	of	ADP
bracis-28346	103	3	the	the	DET
bracis-28346	103	4	41	41	NUM
bracis-28346	103	5	decisions	decision	NOUN
bracis-28346	103	6	analyzed	analyze	VERB
bracis-28346	103	7	,	,	PUNCT
bracis-28346	103	8	in	in	ADP
bracis-28346	103	9	40	40	NUM
bracis-28346	103	10	of	of	ADP
bracis-28346	103	11	them	they	PRON
bracis-28346	103	12	,	,	PUNCT
bracis-28346	103	13	it	it	PRON
bracis-28346	103	14	was	be	AUX
bracis-28346	103	15	determined	determine	VERB
bracis-28346	103	16	that	that	SCONJ
bracis-28346	103	17	a	a	DET
bracis-28346	103	18	legal	legal	ADJ
bracis-28346	103	19	relationship	relationship	NOUN
bracis-28346	103	20	existed	exist	VERB
bracis-28346	103	21	between	between	ADP
bracis-28346	103	22	the	the	DET
bracis-28346	103	23	contracting	contracting	NOUN
bracis-28346	103	24	bank	bank	NOUN
bracis-28346	103	25	and	and	CCONJ
bracis-28346	103	26	the	the	DET
bracis-28346	103	27	customer	customer	NOUN
bracis-28346	103	28	.	.	PUNCT
bracis-28346	104	1	therefore	therefore	ADV
bracis-28346	104	2	,	,	PUNCT
bracis-28346	104	3	the	the	DET
bracis-28346	104	4	validity	validity	NOUN
bracis-28346	104	5	of	of	ADP
bracis-28346	104	6	the	the	DET
bracis-28346	104	7	electronic	electronic	ADJ
bracis-28346	104	8	payroll	payroll	NOUN
bracis-28346	104	9	loan	loan	NOUN
bracis-28346	104	10	agreement	agreement	NOUN
bracis-28346	104	11	was	be	AUX
bracis-28346	104	12	confirmed	confirm	VERB
bracis-28346	104	13	by	by	ADP
bracis-28346	104	14	the	the	DET
bracis-28346	104	15	judges	judge	NOUN
bracis-28346	104	16	who	who	PRON
bracis-28346	104	17	recognized	recognize	VERB
bracis-28346	104	18	the	the	DET
bracis-28346	104	19	legitimacy	legitimacy	NOUN
bracis-28346	104	20	of	of	ADP
bracis-28346	104	21	the	the	DET
bracis-28346	104	22	debt	debt	NOUN
bracis-28346	104	23	and	and	CCONJ
bracis-28346	104	24	the	the	DET
bracis-28346	104	25	legality	legality	NOUN
bracis-28346	104	26	of	of	ADP
bracis-28346	104	27	the	the	DET
bracis-28346	104	28	bank	bank	NOUN
bracis-28346	104	29	.	.	PUNCT
bracis-28346	105	1	furthermore	furthermore	ADV
bracis-28346	105	2	,	,	PUNCT
bracis-28346	105	3	the	the	DET
bracis-28346	105	4	court	court	NOUN
bracis-28346	105	5	of	of	ADP
bracis-28346	105	6	appeal	appeal	NOUN
bracis-28346	105	7	acknowledged	acknowledge	VERB
bracis-28346	105	8	that	that	SCONJ
bracis-28346	105	9	there	there	PRON
bracis-28346	105	10	is	be	VERB
bracis-28346	105	11	no	no	DET
bracis-28346	105	12	unenforceability	unenforceability	NOUN
bracis-28346	105	13	of	of	ADP
bracis-28346	105	14	the	the	DET
bracis-28346	105	15	loan	loan	NOUN
bracis-28346	105	16	refinancing	refinancing	NOUN
bracis-28346	105	17	agreement	agreement	NOUN
bracis-28346	105	18	.	.	PUNCT
bracis-28346	106	1	in	in	ADP
bracis-28346	106	2	cases	case	NOUN
bracis-28346	106	3	where	where	SCONJ
bracis-28346	106	4	the	the	DET
bracis-28346	106	5	bank	bank	NOUN
bracis-28346	106	6	files	file	VERB
bracis-28346	106	7	an	an	DET
bracis-28346	106	8	appeal	appeal	NOUN
bracis-28346	106	9	,	,	PUNCT
bracis-28346	106	10	it	it	PRON
bracis-28346	106	11	is	be	AUX
bracis-28346	106	12	granted	grant	VERB
bracis-28346	106	13	in	in	ADP
bracis-28346	106	14	terms	term	NOUN
bracis-28346	106	15	of	of	ADP
bracis-28346	106	16	the	the	DET
bracis-28346	106	17	contract	contract	NOUN
bracis-28346	106	18	’s	’s	PART
bracis-28346	106	19	validity	validity	NOUN
bracis-28346	106	20	and	and	CCONJ
bracis-28346	106	21	the	the	DET
bracis-28346	106	22	absence	absence	NOUN
bracis-28346	106	23	of	of	ADP
bracis-28346	106	24	unenforceability	unenforceability	NOUN
bracis-28346	106	25	for	for	ADP
bracis-28346	106	26	material	material	NOUN
bracis-28346	106	27	and	and	CCONJ
bracis-28346	106	28	moral	moral	ADJ
bracis-28346	106	29	damages	damage	NOUN
bracis-28346	106	30	(	(	PUNCT
bracis-28346	106	31	when	when	SCONJ
bracis-28346	106	32	claimed	claim	VERB
bracis-28346	106	33	by	by	ADP
bracis-28346	106	34	the	the	DET
bracis-28346	106	35	plaintiffs	plaintiff	NOUN
bracis-28346	106	36	)	)	PUNCT
bracis-28346	106	37	.	.	PUNCT
bracis-28346	107	1	when	when	SCONJ
bracis-28346	107	2	the	the	DET
bracis-28346	107	3	judgment	judgment	NOUN
bracis-28346	107	4	is	be	AUX
bracis-28346	107	5	unfavorable	unfavorable	ADJ
bracis-28346	107	6	to	to	ADP
bracis-28346	107	7	the	the	DET
bracis-28346	107	8	plaintiff	plaintiff	NOUN
bracis-28346	107	9	,	,	PUNCT
bracis-28346	107	10	their	their	PRON
bracis-28346	107	11	appeal	appeal	NOUN
bracis-28346	107	12	is	be	AUX
bracis-28346	107	13	dismissed	dismiss	VERB
bracis-28346	107	14	.	.	PUNCT
bracis-28346	108	1	the	the	DET
bracis-28346	108	2	existence	existence	NOUN
bracis-28346	108	3	of	of	ADP
bracis-28346	108	4	the	the	DET
bracis-28346	108	5	loan	loan	NOUN
bracis-28346	108	6	and	and	CCONJ
bracis-28346	108	7	the	the	DET
bracis-28346	108	8	allegation	allegation	NOUN
bracis-28346	108	9	of	of	ADP
bracis-28346	108	10	bad	bad	ADJ
bracis-28346	108	11	faith	faith	NOUN
bracis-28346	108	12	litigation	litigation	NOUN
bracis-28346	108	13	(	(	PUNCT
bracis-28346	108	14	when	when	SCONJ
bracis-28346	108	15	claimed	claim	VERB
bracis-28346	108	16	)	)	PUNCT
bracis-28346	108	17	are	be	AUX
bracis-28346	108	18	recognized	recognize	VERB
bracis-28346	108	19	or	or	CCONJ
bracis-28346	108	20	partially	partially	ADV
bracis-28346	108	21	dismissed	dismiss	VERB
bracis-28346	108	22	(	(	PUNCT
bracis-28346	108	23	removing	remove	VERB
bracis-28346	108	24	the	the	DET
bracis-28346	108	25	bad	bad	ADJ
bracis-28346	108	26	faith	faith	NOUN
bracis-28346	108	27	litigation	litigation	NOUN
bracis-28346	108	28	while	while	SCONJ
bracis-28346	108	29	maintaining	maintain	VERB
bracis-28346	108	30	the	the	DET
bracis-28346	108	31	validity	validity	NOUN
bracis-28346	108	32	of	of	ADP
bracis-28346	108	33	the	the	DET
bracis-28346	108	34	loan	loan	NOUN
bracis-28346	108	35	)	)	PUNCT
bracis-28346	108	36	.	.	PUNCT
bracis-28346	109	1	figure	figure	NOUN
bracis-28346	109	2	 	 	SPACE
bracis-28346	109	3	2	2	NUM
bracis-28346	109	4	,	,	PUNCT
bracis-28346	109	5	it	it	PRON
bracis-28346	109	6	is	be	AUX
bracis-28346	109	7	possible	possible	ADJ
bracis-28346	109	8	to	to	PART
bracis-28346	109	9	point	point	VERB
bracis-28346	109	10	out	out	ADP
bracis-28346	109	11	that	that	SCONJ
bracis-28346	109	12	the	the	DET
bracis-28346	109	13	exponential	exponential	ADJ
bracis-28346	109	14	growth	growth	NOUN
bracis-28346	109	15	trend	trend	NOUN
bracis-28346	109	16	in	in	ADP
bracis-28346	109	17	the	the	DET
bracis-28346	109	18	occurrence	occurrence	NOUN
bracis-28346	109	19	of	of	ADP
bracis-28346	109	20	payroll	payroll	NOUN
bracis-28346	109	21	loan	loan	NOUN
bracis-28346	109	22	cases	case	NOUN
bracis-28346	109	23	involving	involve	VERB
bracis-28346	109	24	facial	facial	ADJ
bracis-28346	109	25	biometrics	biometric	NOUN
bracis-28346	109	26	over	over	ADP
bracis-28346	109	27	time	time	NOUN
bracis-28346	109	28	.	.	PUNCT
bracis-28346	110	1	the	the	DET
bracis-28346	110	2	graph	graph	NOUN
bracis-28346	110	3	covers	cover	VERB
bracis-28346	110	4	the	the	DET
bracis-28346	110	5	period	period	NOUN
bracis-28346	110	6	from	from	ADP
bracis-28346	110	7	2020	2020	NUM
bracis-28346	110	8	to	to	ADP
bracis-28346	110	9	2023	2023	NUM
bracis-28346	110	10	.	.	PUNCT
bracis-28346	111	1	however	however	ADV
bracis-28346	111	2	,	,	PUNCT
bracis-28346	111	3	the	the	DET
bracis-28346	111	4	registered	register	VERB
bracis-28346	111	5	cases	case	NOUN
bracis-28346	111	6	in	in	ADP
bracis-28346	111	7	the	the	DET
bracis-28346	111	8	facial	facial	ADJ
bracis-28346	111	9	biometrics	biometric	NOUN
bracis-28346	111	10	contexts	context	NOUN
bracis-28346	111	11	emerge	emerge	VERB
bracis-28346	111	12	from	from	ADP
bracis-28346	111	13	2021	2021	NUM
bracis-28346	111	14	.	.	PUNCT
bracis-28346	112	1	based	base	VERB
bracis-28346	112	2	on	on	ADP
bracis-28346	112	3	these	these	DET
bracis-28346	112	4	data	datum	NOUN
bracis-28346	112	5	,	,	PUNCT
bracis-28346	112	6	it	it	PRON
bracis-28346	112	7	can	can	AUX
bracis-28346	112	8	be	be	AUX
bracis-28346	112	9	inferred	infer	VERB
bracis-28346	112	10	that	that	SCONJ
bracis-28346	112	11	such	such	DET
bracis-28346	112	12	an	an	DET
bracis-28346	112	13	event	event	NOUN
bracis-28346	112	14	occurs	occur	VERB
bracis-28346	112	15	in	in	ADP
bracis-28346	112	16	this	this	DET
bracis-28346	112	17	way	way	NOUN
bracis-28346	112	18	,	,	PUNCT
bracis-28346	112	19	since	since	SCONJ
bracis-28346	112	20	the	the	DET
bracis-28346	112	21	regulation	regulation	NOUN
bracis-28346	112	22	of	of	ADP
bracis-28346	112	23	facial	facial	ADJ
bracis-28346	112	24	recognition	recognition	NOUN
bracis-28346	112	25	technology	technology	NOUN
bracis-28346	112	26	(	(	PUNCT
bracis-28346	112	27	frt	frt	NOUN
bracis-28346	112	28	)	)	PUNCT
bracis-28346	112	29	is	be	AUX
bracis-28346	112	30	still	still	ADV
bracis-28346	112	31	quite	quite	ADV
bracis-28346	112	32	incipient	incipient	ADJ
bracis-28346	112	33	in	in	ADP
bracis-28346	112	34	the	the	DET
bracis-28346	112	35	country	country	NOUN
bracis-28346	112	36	,	,	PUNCT
bracis-28346	112	37	both	both	CCONJ
bracis-28346	112	38	in	in	ADP
bracis-28346	112	39	terms	term	NOUN
bracis-28346	112	40	of	of	ADP
bracis-28346	112	41	the	the	DET
bracis-28346	112	42	legislative	legislative	ADJ
bracis-28346	112	43	framework	framework	NOUN
bracis-28346	112	44	and	and	CCONJ
bracis-28346	112	45	its	its	PRON
bracis-28346	112	46	implementation	implementation	NOUN
bracis-28346	112	47	.	.	PUNCT
bracis-28346	113	1	in	in	ADP
bracis-28346	113	2	the	the	DET
bracis-28346	113	3	lgpd	lgpd	NOUN
bracis-28346	113	4	,	,	PUNCT
bracis-28346	113	5	for	for	ADP
bracis-28346	113	6	example	example	NOUN
bracis-28346	113	7	,	,	PUNCT
bracis-28346	113	8	there	there	PRON
bracis-28346	113	9	is	be	VERB
bracis-28346	113	10	not	not	PART
bracis-28346	113	11	even	even	ADV
bracis-28346	113	12	a	a	DET
bracis-28346	113	13	mention	mention	NOUN
bracis-28346	113	14	of	of	ADP
bracis-28346	113	15	the	the	DET
bracis-28346	113	16	term	term	NOUN
bracis-28346	113	17	“	"	PUNCT
bracis-28346	113	18	facial	facial	ADJ
bracis-28346	113	19	recognition	recognition	NOUN
bracis-28346	113	20	”	"	PUNCT
bracis-28346	113	21	or	or	CCONJ
bracis-28346	113	22	“	"	PUNCT
bracis-28346	113	23	facial	facial	ADJ
bracis-28346	113	24	biometrics	biometric	NOUN
bracis-28346	113	25	”	"	PUNCT
bracis-28346	113	26	,	,	PUNCT
bracis-28346	113	27	restricting	restrict	VERB
bracis-28346	113	28	itself	itself	PRON
bracis-28346	113	29	only	only	ADV
bracis-28346	113	30	to	to	ADP
bracis-28346	113	31	classifying	classify	VERB
bracis-28346	113	32	in	in	ADP
bracis-28346	113	33	its	its	PRON
bracis-28346	113	34	art	art	NOUN
bracis-28346	113	35	.	.	PUNCT
bracis-28346	114	1	5	5	NUM
bracis-28346	114	2	,	,	PUNCT
bracis-28346	114	3	item	item	NOUN
bracis-28346	114	4	ii	ii	PROPN
bracis-28346	114	5	,	,	PUNCT
bracis-28346	114	6	as	as	ADP
bracis-28346	114	7	“	"	PUNCT
bracis-28346	114	8	sensitive	sensitive	ADJ
bracis-28346	114	9	”	"	PUNCT
bracis-28346	114	10	biometric	biometric	ADJ
bracis-28346	114	11	data	datum	NOUN
bracis-28346	114	12	(	(	PUNCT
bracis-28346	114	13	relating	relate	VERB
bracis-28346	114	14	to	to	ADP
bracis-28346	114	15	health	health	NOUN
bracis-28346	114	16	,	,	PUNCT
bracis-28346	114	17	sex	sex	NOUN
bracis-28346	114	18	life	life	NOUN
bracis-28346	114	19	,	,	PUNCT
bracis-28346	114	20	genetic	genetic	ADJ
bracis-28346	114	21	data	datum	NOUN
bracis-28346	114	22	,	,	PUNCT
bracis-28346	114	23	religious	religious	ADJ
bracis-28346	114	24	/	/	SYM
bracis-28346	114	25	political	political	ADJ
bracis-28346	114	26	/	/	SYM
bracis-28346	114	27	philosophical	philosophical	ADJ
bracis-28346	114	28	group	group	NOUN
bracis-28346	114	29	,	,	PUNCT
bracis-28346	114	30	etc	etc	X
bracis-28346	114	31	.	.	X
bracis-28346	114	32	)	)	PUNCT
bracis-28346	114	33	.	.	PUNCT
bracis-28346	115	1	in	in	ADP
bracis-28346	115	2	brazil	brazil	PROPN
bracis-28346	115	3	,	,	PUNCT
bracis-28346	115	4	there	there	PRON
bracis-28346	115	5	are	be	VERB
bracis-28346	115	6	only	only	ADV
bracis-28346	115	7	three	three	NUM
bracis-28346	115	8	bills	bill	NOUN
bracis-28346	115	9	dealing	deal	VERB
bracis-28346	115	10	with	with	ADP
bracis-28346	115	11	frt	frt	NOUN
bracis-28346	115	12	:	:	PUNCT
bracis-28346	115	13	pl	pl	PROPN
bracis-28346	115	14	2392/22	2392/22	NUM
bracis-28346	115	15	,	,	PUNCT
bracis-28346	115	16	which	which	PRON
bracis-28346	115	17	prohibits	prohibit	VERB
bracis-28346	115	18	the	the	DET
bracis-28346	115	19	use	use	NOUN
bracis-28346	115	20	of	of	ADP
bracis-28346	115	21	frt	frt	NOUN
bracis-28346	115	22	for	for	ADP
bracis-28346	115	23	identification	identification	NOUN
bracis-28346	115	24	purposes	purpose	NOUN
bracis-28346	115	25	in	in	ADP
bracis-28346	115	26	the	the	DET
bracis-28346	115	27	public	public	ADJ
bracis-28346	115	28	and	and	CCONJ
bracis-28346	115	29	private	private	ADJ
bracis-28346	115	30	sectors	sector	NOUN
bracis-28346	115	31	without	without	ADP
bracis-28346	115	32	a	a	DET
bracis-28346	115	33	prior	prior	ADJ
bracis-28346	115	34	report	report	NOUN
bracis-28346	115	35	on	on	ADP
bracis-28346	115	36	the	the	DET
bracis-28346	115	37	impact	impact	NOUN
bracis-28346	115	38	on	on	ADP
bracis-28346	115	39	people	people	NOUN
bracis-28346	115	40	’s	’s	PART
bracis-28346	115	41	privacy	privacy	NOUN
bracis-28346	115	42	;	;	PUNCT
bracis-28346	115	43	pl	pl	PROPN
bracis-28346	115	44	3069/22	3069/22	NUM
bracis-28346	115	45	,	,	PUNCT
bracis-28346	115	46	which	which	PRON
bracis-28346	115	47	regulates	regulate	VERB
bracis-28346	115	48	the	the	DET
bracis-28346	115	49	use	use	NOUN
bracis-28346	115	50	of	of	ADP
bracis-28346	115	51	automated	automate	VERB
bracis-28346	115	52	facial	facial	ADJ
bracis-28346	115	53	recognition	recognition	NOUN
bracis-28346	115	54	by	by	ADP
bracis-28346	115	55	public	public	ADJ
bracis-28346	115	56	security	security	NOUN
bracis-28346	115	57	forces	force	NOUN
bracis-28346	115	58	in	in	ADP
bracis-28346	115	59	criminal	criminal	ADJ
bracis-28346	115	60	investigations	investigation	NOUN
bracis-28346	115	61	or	or	CCONJ
bracis-28346	115	62	administrative	administrative	ADJ
bracis-28346	115	63	procedures	procedure	NOUN
bracis-28346	115	64	;	;	PUNCT
bracis-28346	115	65	and	and	CCONJ
bracis-28346	115	66	pl	pl	X
bracis-28346	115	67	2338/23	2338/23	NUM
bracis-28346	115	68	,	,	PUNCT
bracis-28346	115	69	which	which	PRON
bracis-28346	115	70	regulates	regulate	VERB
bracis-28346	115	71	artificial	artificial	ADJ
bracis-28346	115	72	intelligence	intelligence	NOUN
bracis-28346	115	73	and	and	CCONJ
bracis-28346	115	74	allows	allow	VERB
bracis-28346	115	75	the	the	DET
bracis-28346	115	76	use	use	NOUN
bracis-28346	115	77	of	of	ADP
bracis-28346	115	78	facial	facial	ADJ
bracis-28346	115	79	recognition	recognition	NOUN
bracis-28346	115	80	systems	system	NOUN
bracis-28346	115	81	for	for	ADP
bracis-28346	115	82	public	public	ADJ
bracis-28346	115	83	security	security	NOUN
bracis-28346	115	84	purposes	purpose	NOUN
bracis-28346	115	85	in	in	ADP
bracis-28346	115	86	public	public	ADJ
bracis-28346	115	87	spaces	space	NOUN
bracis-28346	115	88	only	only	ADV
bracis-28346	115	89	with	with	ADP
bracis-28346	115	90	legal	legal	ADJ
bracis-28346	115	91	and	and	CCONJ
bracis-28346	115	92	judicial	judicial	ADJ
bracis-28346	115	93	authorizations	authorization	NOUN
bracis-28346	115	94	.	.	PUNCT
bracis-28346	116	1	therefore	therefore	ADV
bracis-28346	116	2	,	,	PUNCT
bracis-28346	116	3	deprived	deprive	VERB
bracis-28346	116	4	of	of	ADP
bracis-28346	116	5	a	a	DET
bracis-28346	116	6	normative	normative	ADJ
bracis-28346	116	7	framework	framework	NOUN
bracis-28346	116	8	that	that	PRON
bracis-28346	116	9	minimally	minimally	ADV
bracis-28346	116	10	regulates	regulate	VERB
bracis-28346	116	11	not	not	PART
bracis-28346	116	12	only	only	ADV
bracis-28346	116	13	the	the	DET
bracis-28346	116	14	frt	frt	NOUN
bracis-28346	116	15	implementation	implementation	NOUN
bracis-28346	116	16	procedures	procedure	NOUN
bracis-28346	116	17	in	in	ADP
bracis-28346	116	18	the	the	DET
bracis-28346	116	19	country	country	NOUN
bracis-28346	116	20	but	but	CCONJ
bracis-28346	116	21	also	also	ADV
bracis-28346	116	22	the	the	DET
bracis-28346	116	23	rights	right	NOUN
bracis-28346	116	24	and	and	CCONJ
bracis-28346	116	25	duties	duty	NOUN
bracis-28346	116	26	of	of	ADP
bracis-28346	116	27	consumers	consumer	NOUN
bracis-28346	116	28	and	and	CCONJ
bracis-28346	116	29	banks	bank	NOUN
bracis-28346	116	30	regarding	regard	VERB
bracis-28346	116	31	such	such	ADJ
bracis-28346	116	32	technology	technology	NOUN
bracis-28346	116	33	,	,	PUNCT
bracis-28346	116	34	judges	judge	NOUN
bracis-28346	116	35	end	end	VERB
bracis-28346	116	36	up	up	ADP
bracis-28346	116	37	issuing	issue	VERB
bracis-28346	116	38	judicial	judicial	ADJ
bracis-28346	116	39	decisions	decision	NOUN
bracis-28346	116	40	that	that	PRON
bracis-28346	116	41	could	could	AUX
bracis-28346	116	42	be	be	AUX
bracis-28346	116	43	more	more	ADV
bracis-28346	116	44	grounded	grounded	ADJ
bracis-28346	116	45	,	,	PUNCT
bracis-28346	116	46	complete	complete	ADJ
bracis-28346	116	47	,	,	PUNCT
bracis-28346	116	48	and	and	CCONJ
bracis-28346	116	49	divergent	divergent	ADJ
bracis-28346	116	50	.	.	PUNCT
bracis-28346	117	1	fig	fig	NOUN
bracis-28346	117	2	.	.	PUNCT
bracis-28346	118	1	2	2	X
bracis-28346	118	2	.	.	X
bracis-28346	118	3	the	the	DET
bracis-28346	118	4	number	number	NOUN
bracis-28346	118	5	of	of	ADP
bracis-28346	118	6	occurrences	occurrence	NOUN
bracis-28346	118	7	related	relate	VERB
bracis-28346	118	8	to	to	ADP
bracis-28346	118	9	facial	facial	ADJ
bracis-28346	118	10	recognition	recognition	NOUN
bracis-28346	118	11	between	between	ADP
bracis-28346	118	12	2020	2020	NUM
bracis-28346	118	13	and	and	CCONJ
bracis-28346	118	14	2023	2023	NUM
bracis-28346	118	15	.	.	PUNCT
bracis-28346	119	1	full	full	ADJ
bracis-28346	119	2	size	size	NOUN
bracis-28346	119	3	image	image	NOUN
bracis-28346	119	4	meanwhile	meanwhile	ADV
bracis-28346	119	5	,	,	PUNCT
bracis-28346	119	6	the	the	DET
bracis-28346	119	7	four	four	NUM
bracis-28346	119	8	main	main	ADJ
bracis-28346	119	9	arguments	argument	NOUN
bracis-28346	119	10	presented	present	VERB
bracis-28346	119	11	by	by	ADP
bracis-28346	119	12	judges	judge	NOUN
bracis-28346	119	13	to	to	PART
bracis-28346	119	14	justify	justify	VERB
bracis-28346	119	15	the	the	DET
bracis-28346	119	16	existence	existence	NOUN
bracis-28346	119	17	of	of	ADP
bracis-28346	119	18	the	the	DET
bracis-28346	119	19	digital	digital	ADJ
bracis-28346	119	20	payroll	payroll	NOUN
bracis-28346	119	21	loan	loan	NOUN
bracis-28346	119	22	agreement	agreement	NOUN
bracis-28346	119	23	involving	involve	VERB
bracis-28346	119	24	facial	facial	ADJ
bracis-28346	119	25	recognition	recognition	NOUN
bracis-28346	119	26	technology	technology	NOUN
bracis-28346	119	27	(	(	PUNCT
bracis-28346	119	28	frt	frt	NOUN
bracis-28346	119	29	)	)	PUNCT
bracis-28346	119	30	are	be	AUX
bracis-28346	119	31	listed	list	VERB
bracis-28346	119	32	below	below	ADP
bracis-28346	119	33	:	:	PUNCT
bracis-28346	119	34	(	(	PUNCT
bracis-28346	119	35	i	i	NOUN
bracis-28346	119	36	)	)	PUNCT
bracis-28346	119	37	non	non	ADJ
bracis-28346	119	38	-	-	NOUN
bracis-28346	119	39	challenge	challenge	NOUN
bracis-28346	119	40	of	of	ADP
bracis-28346	119	41	the	the	DET
bracis-28346	119	42	documents	document	NOUN
bracis-28346	119	43	presented	present	VERB
bracis-28346	119	44	by	by	ADP
bracis-28346	119	45	the	the	DET
bracis-28346	119	46	bank	bank	NOUN
bracis-28346	119	47	.	.	PUNCT
bracis-28346	120	1	the	the	DET
bracis-28346	120	2	plaintiff	plaintiff	NOUN
bracis-28346	120	3	did	do	AUX
bracis-28346	120	4	not	not	PART
bracis-28346	120	5	challenge	challenge	VERB
bracis-28346	120	6	his	his	PRON
bracis-28346	120	7	photo	photo	NOUN
bracis-28346	120	8	displayed	display	VERB
bracis-28346	120	9	by	by	ADP
bracis-28346	120	10	the	the	DET
bracis-28346	120	11	bank	bank	NOUN
bracis-28346	120	12	(	(	PUNCT
bracis-28346	120	13	defendant	defendant	NOUN
bracis-28346	120	14	)	)	PUNCT
bracis-28346	120	15	nor	nor	CCONJ
bracis-28346	120	16	the	the	DET
bracis-28346	120	17	receipts	receipt	NOUN
bracis-28346	120	18	for	for	ADP
bracis-28346	120	19	withdrawing	withdraw	VERB
bracis-28346	120	20	the	the	DET
bracis-28346	120	21	money	money	NOUN
bracis-28346	120	22	used	use	VERB
bracis-28346	120	23	by	by	ADP
bracis-28346	120	24	the	the	DET
bracis-28346	120	25	plaintiff	plaintiff	NOUN
bracis-28346	120	26	,	,	PUNCT
bracis-28346	120	27	nor	nor	CCONJ
bracis-28346	120	28	did	do	AUX
bracis-28346	120	29	he	he	PRON
bracis-28346	120	30	require	require	VERB
bracis-28346	120	31	the	the	DET
bracis-28346	120	32	production	production	NOUN
bracis-28346	120	33	of	of	ADP
bracis-28346	120	34	an	an	DET
bracis-28346	120	35	expert	expert	NOUN
bracis-28346	120	36	report	report	NOUN
bracis-28346	120	37	at	at	ADP
bracis-28346	120	38	the	the	DET
bracis-28346	120	39	appropriate	appropriate	ADJ
bracis-28346	120	40	procedural	procedural	ADJ
bracis-28346	120	41	time	time	NOUN
bracis-28346	120	42	to	to	PART
bracis-28346	120	43	prove	prove	VERB
bracis-28346	120	44	possible	possible	ADJ
bracis-28346	120	45	tampering	tamper	VERB
bracis-28346	120	46	with	with	ADP
bracis-28346	120	47	the	the	DET
bracis-28346	120	48	evidence	evidence	NOUN
bracis-28346	120	49	presented	present	VERB
bracis-28346	120	50	by	by	ADP
bracis-28346	120	51	the	the	DET
bracis-28346	120	52	opposing	opposing	ADJ
bracis-28346	120	53	party	party	NOUN
bracis-28346	120	54	.	.	PUNCT
bracis-28346	121	1	(	(	PUNCT
bracis-28346	121	2	ii	ii	NOUN
bracis-28346	121	3	)	)	PUNCT
bracis-28346	121	4	article	article	NOUN
bracis-28346	121	5	3	3	NUM
bracis-28346	121	6	of	of	ADP
bracis-28346	121	7	normative	normative	ADJ
bracis-28346	121	8	instruction	instruction	NOUN
bracis-28346	121	9	no	no	PROPN
bracis-28346	121	10	.	.	PROPN
bracis-28346	121	11	28/2008	28/2008	NUM
bracis-28346	121	12	of	of	ADP
bracis-28346	121	13	the	the	DET
bracis-28346	121	14	inss	ins	NOUN
bracis-28346	121	15	/	/	SYM
bracis-28346	121	16	pres	pres	PROPN
bracis-28346	121	17	allows	allow	VERB
bracis-28346	121	18	the	the	DET
bracis-28346	121	19	contracting	contracting	NOUN
bracis-28346	121	20	of	of	ADP
bracis-28346	121	21	a	a	DET
bracis-28346	121	22	loan	loan	NOUN
bracis-28346	121	23	to	to	PART
bracis-28346	121	24	take	take	VERB
bracis-28346	121	25	place	place	NOUN
bracis-28346	121	26	electronically	electronically	ADV
bracis-28346	121	27	.	.	PUNCT
bracis-28346	122	1	therefore	therefore	ADV
bracis-28346	122	2	,	,	PUNCT
bracis-28346	122	3	the	the	DET
bracis-28346	122	4	signature	signature	NOUN
bracis-28346	122	5	is	be	AUX
bracis-28346	122	6	not	not	PART
bracis-28346	122	7	a	a	DET
bracis-28346	122	8	requirement	requirement	NOUN
bracis-28346	122	9	for	for	ADP
bracis-28346	122	10	the	the	DET
bracis-28346	122	11	existence	existence	NOUN
bracis-28346	122	12	or	or	CCONJ
bracis-28346	122	13	even	even	ADV
bracis-28346	122	14	the	the	DET
bracis-28346	122	15	validity	validity	NOUN
bracis-28346	122	16	of	of	ADP
bracis-28346	122	17	the	the	DET
bracis-28346	122	18	contract	contract	NOUN
bracis-28346	122	19	,	,	PUNCT
bracis-28346	122	20	as	as	SCONJ
bracis-28346	122	21	it	it	PRON
bracis-28346	122	22	would	would	AUX
bracis-28346	122	23	only	only	ADV
bracis-28346	122	24	serve	serve	VERB
bracis-28346	122	25	to	to	PART
bracis-28346	122	26	confirm	confirm	VERB
bracis-28346	122	27	the	the	DET
bracis-28346	122	28	expression	expression	NOUN
bracis-28346	122	29	of	of	ADP
bracis-28346	122	30	will	will	NOUN
bracis-28346	122	31	.	.	PUNCT
bracis-28346	123	1	this	this	PRON
bracis-28346	123	2	is	be	AUX
bracis-28346	123	3	indeed	indeed	ADV
bracis-28346	123	4	essential	essential	ADJ
bracis-28346	123	5	and	and	CCONJ
bracis-28346	123	6	indispensable	indispensable	ADJ
bracis-28346	123	7	and	and	CCONJ
bracis-28346	123	8	was	be	AUX
bracis-28346	123	9	granted	grant	VERB
bracis-28346	123	10	by	by	ADP
bracis-28346	123	11	the	the	DET
bracis-28346	123	12	author	author	NOUN
bracis-28346	123	13	when	when	SCONJ
bracis-28346	123	14	he	he	PRON
bracis-28346	123	15	agreed	agree	VERB
bracis-28346	123	16	to	to	PART
bracis-28346	123	17	collect	collect	VERB
bracis-28346	123	18	his	his	PRON
bracis-28346	123	19	facial	facial	ADJ
bracis-28346	123	20	biometrics	biometric	NOUN
bracis-28346	123	21	for	for	ADP
bracis-28346	123	22	the	the	DET
bracis-28346	123	23	specific	specific	ADJ
bracis-28346	123	24	purpose	purpose	NOUN
bracis-28346	123	25	of	of	ADP
bracis-28346	123	26	formalizing	formalize	VERB
bracis-28346	123	27	the	the	DET
bracis-28346	123	28	contract	contract	NOUN
bracis-28346	123	29	.	.	PUNCT
bracis-28346	124	1	therefore	therefore	ADV
bracis-28346	124	2	,	,	PUNCT
bracis-28346	124	3	a	a	DET
bracis-28346	124	4	contract	contract	NOUN
bracis-28346	124	5	carried	carry	VERB
bracis-28346	124	6	out	out	ADP
bracis-28346	124	7	electronically	electronically	ADV
bracis-28346	124	8	dispenses	dispense	NOUN
bracis-28346	124	9	with	with	ADP
bracis-28346	124	10	the	the	DET
bracis-28346	124	11	formal	formal	ADJ
bracis-28346	124	12	rigors	rigor	NOUN
bracis-28346	124	13	of	of	ADP
bracis-28346	124	14	a	a	DET
bracis-28346	124	15	standard	standard	ADJ
bracis-28346	124	16	contract	contract	NOUN
bracis-28346	124	17	,	,	PUNCT
bracis-28346	124	18	precisely	precisely	ADV
bracis-28346	124	19	to	to	ADP
bracis-28346	124	20	the	the	DET
bracis-28346	124	21	extent	extent	NOUN
bracis-28346	124	22	that	that	SCONJ
bracis-28346	124	23	the	the	DET
bracis-28346	124	24	electronic	electronic	ADJ
bracis-28346	124	25	form	form	NOUN
bracis-28346	124	26	can	can	AUX
bracis-28346	124	27	be	be	AUX
bracis-28346	124	28	carried	carry	VERB
bracis-28346	124	29	out	out	ADP
bracis-28346	124	30	anywhere	anywhere	ADV
bracis-28346	124	31	,	,	PUNCT
bracis-28346	124	32	as	as	ADV
bracis-28346	124	33	long	long	ADV
bracis-28346	124	34	as	as	ADP
bracis-28346	124	35	the	the	DET
bracis-28346	124	36	consumer	consumer	NOUN
bracis-28346	124	37	consents	consent	NOUN
bracis-28346	124	38	.	.	PUNCT
bracis-28346	125	1	(	(	PUNCT
bracis-28346	125	2	iii	iii	NOUN
bracis-28346	125	3	)	)	PUNCT
bracis-28346	125	4	in	in	ADP
bracis-28346	125	5	consumer	consumer	NOUN
bracis-28346	125	6	relations	relation	NOUN
bracis-28346	125	7	,	,	PUNCT
bracis-28346	125	8	according	accord	VERB
bracis-28346	125	9	to	to	ADP
bracis-28346	125	10	the	the	DET
bracis-28346	125	11	brazilian	brazilian	ADJ
bracis-28346	125	12	consumer	consumer	NOUN
bracis-28346	125	13	protection	protection	PROPN
bracis-28346	125	14	code	code	NOUN
bracis-28346	125	15	(	(	PUNCT
bracis-28346	125	16	cdc	cdc	PROPN
bracis-28346	125	17	)	)	PUNCT
bracis-28346	125	18	,	,	PUNCT
bracis-28346	125	19	there	there	PRON
bracis-28346	125	20	is	be	VERB
bracis-28346	125	21	a	a	DET
bracis-28346	125	22	reversal	reversal	NOUN
bracis-28346	125	23	of	of	ADP
bracis-28346	125	24	the	the	DET
bracis-28346	125	25	burden	burden	NOUN
bracis-28346	125	26	of	of	ADP
bracis-28346	125	27	proof	proof	NOUN
bracis-28346	125	28	:	:	PUNCT
bracis-28346	125	29	presentation	presentation	NOUN
bracis-28346	125	30	,	,	PUNCT
bracis-28346	125	31	by	by	ADP
bracis-28346	125	32	the	the	DET
bracis-28346	125	33	bank	bank	NOUN
bracis-28346	125	34	,	,	PUNCT
bracis-28346	125	35	of	of	ADP
bracis-28346	125	36	a	a	DET
bracis-28346	125	37	bank	bank	NOUN
bracis-28346	125	38	credit	credit	NOUN
bracis-28346	125	39	note	note	NOUN
bracis-28346	125	40	(	(	PUNCT
bracis-28346	125	41	signed	sign	VERB
bracis-28346	125	42	by	by	ADP
bracis-28346	125	43	the	the	DET
bracis-28346	125	44	plaintiff	plaintiff	NOUN
bracis-28346	125	45	through	through	ADP
bracis-28346	125	46	the	the	DET
bracis-28346	125	47	capture	capture	NOUN
bracis-28346	125	48	of	of	ADP
bracis-28346	125	49	facial	facial	ADJ
bracis-28346	125	50	biometrics	biometric	NOUN
bracis-28346	125	51	through	through	ADP
bracis-28346	125	52	’	'	PUNCT
bracis-28346	125	53	selfie	selfie	PROPN
bracis-28346	125	54	’	'	PUNCT
bracis-28346	125	55	,	,	PUNCT
bracis-28346	125	56	similar	similar	ADJ
bracis-28346	125	57	to	to	ADP
bracis-28346	125	58	its	its	PRON
bracis-28346	125	59	i	i	PROPN
bracis-28346	125	60	d	d	PROPN
bracis-28346	125	61	photo	photo	NOUN
bracis-28346	125	62	)	)	PUNCT
bracis-28346	125	63	;	;	PUNCT
bracis-28346	125	64	proof	proof	NOUN
bracis-28346	125	65	of	of	ADP
bracis-28346	125	66	transfer	transfer	NOUN
bracis-28346	125	67	of	of	ADP
bracis-28346	125	68	the	the	DET
bracis-28346	125	69	contracted	contract	VERB
bracis-28346	125	70	amount	amount	NOUN
bracis-28346	125	71	made	make	VERB
bracis-28346	125	72	to	to	ADP
bracis-28346	125	73	the	the	DET
bracis-28346	125	74	applicant	applicant	NOUN
bracis-28346	125	75	’s	’s	PART
bracis-28346	125	76	account	account	NOUN
bracis-28346	125	77	,	,	PUNCT
bracis-28346	125	78	confirmation	confirmation	NOUN
bracis-28346	125	79	of	of	ADP
bracis-28346	125	80	address	address	NOUN
bracis-28346	125	81	at	at	ADP
bracis-28346	125	82	the	the	DET
bracis-28346	125	83	same	same	ADJ
bracis-28346	125	84	domicile	domicile	NOUN
bracis-28346	125	85	declared	declare	VERB
bracis-28346	125	86	by	by	ADP
bracis-28346	125	87	the	the	DET
bracis-28346	125	88	plaintiff	plaintiff	NOUN
bracis-28346	125	89	,	,	PUNCT
bracis-28346	125	90	digital	digital	ADJ
bracis-28346	125	91	signature	signature	NOUN
bracis-28346	125	92	,	,	PUNCT
bracis-28346	125	93	presentation	presentation	NOUN
bracis-28346	125	94	of	of	ADP
bracis-28346	125	95	original	original	ADJ
bracis-28346	125	96	documents	document	NOUN
bracis-28346	125	97	,	,	PUNCT
bracis-28346	125	98	geolocation	geolocation	NOUN
bracis-28346	125	99	,	,	PUNCT
bracis-28346	125	100	digital	digital	ADJ
bracis-28346	125	101	contract	contract	NOUN
bracis-28346	125	102	indicating	indicate	VERB
bracis-28346	125	103	that	that	SCONJ
bracis-28346	125	104	it	it	PRON
bracis-28346	125	105	was	be	AUX
bracis-28346	125	106	signed	sign	VERB
bracis-28346	125	107	by	by	ADP
bracis-28346	125	108	mobile	mobile	ADJ
bracis-28346	125	109	application	application	NOUN
bracis-28346	125	110	,	,	PUNCT
bracis-28346	125	111	telephone	telephone	NOUN
bracis-28346	125	112	model	model	NOUN
bracis-28346	125	113	cell	cell	NOUN
bracis-28346	125	114	phone	phone	NOUN
bracis-28346	125	115	used	use	VERB
bracis-28346	125	116	for	for	ADP
bracis-28346	125	117	hiring	hiring	NOUN
bracis-28346	125	118	,	,	PUNCT
bracis-28346	125	119	in	in	ADP
bracis-28346	125	120	addition	addition	NOUN
bracis-28346	125	121	to	to	ADP
bracis-28346	125	122	time	time	NOUN
bracis-28346	125	123	and	and	CCONJ
bracis-28346	125	124	ip	ip	ADJ
bracis-28346	125	125	address	address	NOUN
bracis-28346	125	126	.	.	PUNCT
bracis-28346	126	1	(	(	PUNCT
bracis-28346	126	2	iv	iv	X
bracis-28346	126	3	)	)	PUNCT
bracis-28346	126	4	all	all	DET
bracis-28346	126	5	decisions	decision	NOUN
bracis-28346	126	6	are	be	AUX
bracis-28346	126	7	based	base	VERB
bracis-28346	126	8	on	on	ADP
bracis-28346	126	9	a	a	DET
bracis-28346	126	10	judgment	judgment	NOUN
bracis-28346	126	11	that	that	PRON
bracis-28346	126	12	considered	consider	VERB
bracis-28346	126	13	:	:	PUNCT
bracis-28346	126	14	“	"	PUNCT
bracis-28346	126	15	as	as	ADP
bracis-28346	126	16	for	for	ADP
bracis-28346	126	17	electronic	electronic	ADJ
bracis-28346	126	18	hiring	hiring	NOUN
bracis-28346	126	19	and	and	CCONJ
bracis-28346	126	20	facial	facial	ADJ
bracis-28346	126	21	biometrics	biometric	NOUN
bracis-28346	126	22	,	,	PUNCT
bracis-28346	126	23	i	i	PRON
bracis-28346	126	24	understand	understand	VERB
bracis-28346	126	25	that	that	SCONJ
bracis-28346	126	26	such	such	DET
bracis-28346	126	27	a	a	DET
bracis-28346	126	28	form	form	NOUN
bracis-28346	126	29	of	of	ADP
bracis-28346	126	30	hiring	hiring	NOUN
bracis-28346	126	31	is	be	AUX
bracis-28346	126	32	perfectly	perfectly	ADV
bracis-28346	126	33	appropriate	appropriate	ADJ
bracis-28346	126	34	,	,	PUNCT
bracis-28346	126	35	given	give	VERB
bracis-28346	126	36	the	the	DET
bracis-28346	126	37	technological	technological	ADJ
bracis-28346	126	38	resources	resource	NOUN
bracis-28346	126	39	available	available	ADJ
bracis-28346	126	40	and	and	CCONJ
bracis-28346	126	41	widely	widely	ADV
bracis-28346	126	42	used	use	VERB
bracis-28346	126	43	[	[	X
bracis-28346	126	44	...	...	PUNCT
bracis-28346	126	45	]	]	X
bracis-28346	126	46	“	"	PUNCT
bracis-28346	126	47	the	the	DET
bracis-28346	126	48	electronic	electronic	ADJ
bracis-28346	126	49	medium	medium	NOUN
bracis-28346	126	50	is	be	AUX
bracis-28346	126	51	valid	valid	ADJ
bracis-28346	126	52	.	.	PUNCT
bracis-28346	127	1	falsifying	falsify	VERB
bracis-28346	127	2	a	a	DET
bracis-28346	127	3	signature	signature	NOUN
bracis-28346	127	4	is	be	AUX
bracis-28346	127	5	something	something	PRON
bracis-28346	127	6	quite	quite	ADV
bracis-28346	127	7	common	common	ADJ
bracis-28346	127	8	,	,	PUNCT
bracis-28346	127	9	unfortunately	unfortunately	ADV
bracis-28346	127	10	,	,	PUNCT
bracis-28346	127	11	but	but	CCONJ
bracis-28346	127	12	falsifying	falsify	VERB
bracis-28346	127	13	a	a	DET
bracis-28346	127	14	person	person	NOUN
bracis-28346	127	15	’s	’s	PART
bracis-28346	127	16	face	face	NOUN
bracis-28346	127	17	to	to	ADP
bracis-28346	127	18	”	"	PUNCT
bracis-28346	127	19	fool	fool	NOUN
bracis-28346	127	20	”	"	PUNCT
bracis-28346	127	21	the	the	DET
bracis-28346	127	22	artificial	artificial	ADJ
bracis-28346	127	23	intelligence	intelligence	NOUN
bracis-28346	127	24	,	,	PUNCT
bracis-28346	127	25	even	even	ADV
bracis-28346	127	26	if	if	SCONJ
bracis-28346	127	27	it	it	PRON
bracis-28346	127	28	is	be	AUX
bracis-28346	127	29	possible	possible	ADJ
bracis-28346	127	30	,	,	PUNCT
bracis-28346	127	31	requires	require	VERB
bracis-28346	127	32	more	more	ADV
bracis-28346	127	33	sophisticated	sophisticated	ADJ
bracis-28346	127	34	fraud	fraud	NOUN
bracis-28346	127	35	,	,	PUNCT
bracis-28346	127	36	and	and	CCONJ
bracis-28346	127	37	the	the	DET
bracis-28346	127	38	burden	burden	NOUN
bracis-28346	127	39	of	of	ADP
bracis-28346	127	40	proving	prove	VERB
bracis-28346	127	41	the	the	DET
bracis-28346	127	42	occurrence	occurrence	NOUN
bracis-28346	127	43	of	of	ADP
bracis-28346	127	44	this	this	DET
bracis-28346	127	45	fraud	fraud	NOUN
bracis-28346	127	46	was	be	AUX
bracis-28346	127	47	on	on	ADP
bracis-28346	127	48	the	the	DET
bracis-28346	127	49	author	author	NOUN
bracis-28346	127	50	,	,	PUNCT
bracis-28346	127	51	even	even	ADV
bracis-28346	127	52	if	if	SCONJ
bracis-28346	127	53	it	it	PRON
bracis-28346	127	54	were	be	AUX
bracis-28346	127	55	it	it	PRON
bracis-28346	127	56	is	be	AUX
bracis-28346	127	57	a	a	DET
bracis-28346	127	58	consumer	consumer	NOUN
bracis-28346	127	59	relationship	relationship	NOUN
bracis-28346	127	60	,	,	PUNCT
bracis-28346	127	61	since	since	SCONJ
bracis-28346	127	62	it	it	PRON
bracis-28346	127	63	is	be	AUX
bracis-28346	127	64	a	a	DET
bracis-28346	127	65	constitutive	constitutive	ADJ
bracis-28346	127	66	fact	fact	NOUN
bracis-28346	127	67	of	of	ADP
bracis-28346	127	68	the	the	DET
bracis-28346	127	69	right	right	NOUN
bracis-28346	127	70	alleged	allege	VERB
bracis-28346	127	71	by	by	ADP
bracis-28346	127	72	itself	itself	PRON
bracis-28346	127	73	.	.	PUNCT
bracis-28346	127	74	”	"	PUNCT
bracis-28346	128	1	3.1	3.1	NUM
bracis-28346	128	2	consent	consent	NOUN
bracis-28346	128	3	payroll	payroll	NOUN
bracis-28346	128	4	loan	loan	NOUN
bracis-28346	128	5	contracts	contract	NOUN
bracis-28346	128	6	have	have	VERB
bracis-28346	128	7	a	a	DET
bracis-28346	128	8	history	history	NOUN
bracis-28346	128	9	of	of	ADP
bracis-28346	128	10	problems	problem	NOUN
bracis-28346	128	11	in	in	ADP
bracis-28346	128	12	brazil	brazil	PROPN
bracis-28346	128	13	.	.	PUNCT
bracis-28346	129	1	in	in	ADP
bracis-28346	129	2	2020	2020	NUM
bracis-28346	129	3	,	,	PUNCT
bracis-28346	129	4	complaints	complaint	NOUN
bracis-28346	129	5	about	about	ADP
bracis-28346	129	6	such	such	ADJ
bracis-28346	129	7	credit	credit	NOUN
bracis-28346	129	8	doubled	double	VERB
bracis-28346	129	9	[	[	X
bracis-28346	129	10	3	3	NUM
bracis-28346	129	11	]	]	PUNCT
bracis-28346	129	12	,	,	PUNCT
bracis-28346	129	13	totaling	total	VERB
bracis-28346	129	14	20,564	20,564	NUM
bracis-28346	129	15	records	record	NOUN
bracis-28346	129	16	,	,	PUNCT
bracis-28346	129	17	half	half	NOUN
bracis-28346	129	18	of	of	ADP
bracis-28346	129	19	the	the	DET
bracis-28346	129	20	total	total	NOUN
bracis-28346	129	21	in	in	ADP
bracis-28346	129	22	2019	2019	NUM
bracis-28346	129	23	(	(	PUNCT
bracis-28346	129	24	39,012	39,012	NUM
bracis-28346	129	25	records	record	NOUN
bracis-28346	129	26	)	)	PUNCT
bracis-28346	129	27	,	,	PUNCT
bracis-28346	129	28	according	accord	VERB
bracis-28346	129	29	to	to	ADP
bracis-28346	129	30	records	record	NOUN
bracis-28346	129	31	available	available	ADJ
bracis-28346	129	32	in	in	ADP
bracis-28346	129	33	the	the	DET
bracis-28346	129	34	government	government	NOUN
bracis-28346	129	35	database	database	NOUN
bracis-28346	129	36	.	.	PUNCT
bracis-28346	130	1	likewise	likewise	ADV
bracis-28346	130	2	,	,	PUNCT
bracis-28346	130	3	the	the	DET
bracis-28346	130	4	consumer	consumer	NOUN
bracis-28346	130	5	protection	protection	NOUN
bracis-28346	130	6	and	and	CCONJ
bracis-28346	130	7	defense	defense	PROPN
bracis-28346	130	8	foundation	foundation	PROPN
bracis-28346	130	9	(	(	PUNCT
bracis-28346	130	10	procon	procon	PROPN
bracis-28346	130	11	)	)	PUNCT
bracis-28346	130	12	in	in	ADP
bracis-28346	130	13	são	são	PROPN
bracis-28346	130	14	paulo	paulo	PROPN
bracis-28346	130	15	recorded	record	VERB
bracis-28346	130	16	a	a	DET
bracis-28346	130	17	50	50	NUM
bracis-28346	130	18	%	%	NOUN
bracis-28346	130	19	increase	increase	NOUN
bracis-28346	130	20	in	in	ADP
bracis-28346	130	21	complaints	complaint	NOUN
bracis-28346	130	22	against	against	ADP
bracis-28346	130	23	banking	banking	NOUN
bracis-28346	130	24	institutions	institution	NOUN
bracis-28346	130	25	[	[	X
bracis-28346	130	26	21	21	NUM
bracis-28346	130	27	]	]	PUNCT
bracis-28346	130	28	.	.	PUNCT
bracis-28346	131	1	idec	idec	PROPN
bracis-28346	131	2	brazilian	brazilian	PROPN
bracis-28346	131	3	institute	institute	PROPN
bracis-28346	131	4	of	of	ADP
bracis-28346	131	5	consumer	consumer	NOUN
bracis-28346	131	6	protection	protection	NOUN
bracis-28346	131	7	evaluated	evaluate	VERB
bracis-28346	131	8	more	more	ADJ
bracis-28346	131	9	than	than	ADP
bracis-28346	131	10	300	300	NUM
bracis-28346	131	11	reports	report	NOUN
bracis-28346	131	12	of	of	ADP
bracis-28346	131	13	complaints	complaint	NOUN
bracis-28346	131	14	sent	send	VERB
bracis-28346	131	15	on	on	ADP
bracis-28346	131	16	the	the	DET
bracis-28346	131	17	consumer	consumer	NOUN
bracis-28346	131	18	portal	portal	NOUN
bracis-28346	131	19	,	,	PUNCT
bracis-28346	131	20	which	which	PRON
bracis-28346	131	21	show	show	VERB
bracis-28346	131	22	,	,	PUNCT
bracis-28346	131	23	in	in	ADP
bracis-28346	131	24	general	general	ADJ
bracis-28346	131	25	,	,	PUNCT
bracis-28346	131	26	the	the	DET
bracis-28346	131	27	easy	easy	ADJ
bracis-28346	131	28	access	access	NOUN
bracis-28346	131	29	of	of	ADP
bracis-28346	131	30	banks	bank	NOUN
bracis-28346	131	31	to	to	ADP
bracis-28346	131	32	confidential	confidential	ADJ
bracis-28346	131	33	bank	bank	NOUN
bracis-28346	131	34	data	datum	NOUN
bracis-28346	131	35	of	of	ADP
bracis-28346	131	36	consumers	consumer	NOUN
bracis-28346	131	37	with	with	ADP
bracis-28346	131	38	the	the	DET
bracis-28346	131	39	inss	ins	NOUN
bracis-28346	131	40	(	(	PUNCT
bracis-28346	131	41	national	national	PROPN
bracis-28346	131	42	institute	institute	PROPN
bracis-28346	131	43	of	of	ADP
bracis-28346	131	44	social	social	ADJ
bracis-28346	131	45	security	security	NOUN
bracis-28346	131	46	)	)	PUNCT
bracis-28346	131	47	,	,	PUNCT
bracis-28346	131	48	such	such	ADJ
bracis-28346	131	49	as	as	ADP
bracis-28346	131	50	confirmation	confirmation	NOUN
bracis-28346	131	51	of	of	ADP
bracis-28346	131	52	bank	bank	NOUN
bracis-28346	131	53	operations	operation	NOUN
bracis-28346	131	54	without	without	ADP
bracis-28346	131	55	the	the	DET
bracis-28346	131	56	direct	direct	ADJ
bracis-28346	131	57	involvement	involvement	NOUN
bracis-28346	131	58	of	of	ADP
bracis-28346	131	59	the	the	DET
bracis-28346	131	60	person	person	NOUN
bracis-28346	131	61	responsible	responsible	ADJ
bracis-28346	131	62	for	for	ADP
bracis-28346	131	63	the	the	DET
bracis-28346	131	64	account	account	NOUN
bracis-28346	131	65	or	or	CCONJ
bracis-28346	131	66	the	the	DET
bracis-28346	131	67	release	release	NOUN
bracis-28346	131	68	of	of	ADP
bracis-28346	131	69	the	the	DET
bracis-28346	131	70	payroll	payroll	NOUN
bracis-28346	131	71	loan	loan	NOUN
bracis-28346	131	72	without	without	ADP
bracis-28346	131	73	the	the	DET
bracis-28346	131	74	consumer	consumer	NOUN
bracis-28346	131	75	’s	’s	PART
bracis-28346	131	76	consent	consent	NOUN
bracis-28346	131	77	[	[	X
bracis-28346	131	78	4	4	NUM
bracis-28346	131	79	]	]	PUNCT
bracis-28346	131	80	.	.	PUNCT
bracis-28346	132	1	such	such	ADJ
bracis-28346	132	2	data	datum	NOUN
bracis-28346	132	3	can	can	AUX
bracis-28346	132	4	be	be	AUX
bracis-28346	132	5	explained	explain	VERB
bracis-28346	132	6	by	by	ADP
bracis-28346	132	7	a	a	DET
bracis-28346	132	8	conjuncture	conjuncture	NOUN
bracis-28346	132	9	of	of	ADP
bracis-28346	132	10	phenomena	phenomenon	NOUN
bracis-28346	132	11	,	,	PUNCT
bracis-28346	132	12	among	among	ADP
bracis-28346	132	13	them	they	PRON
bracis-28346	132	14	,	,	PUNCT
bracis-28346	132	15	the	the	DET
bracis-28346	132	16	“	"	PUNCT
bracis-28346	132	17	esteira	esteira	PROPN
bracis-28346	132	18	invertida	invertida	PROPN
bracis-28346	132	19	”	"	PUNCT
bracis-28346	132	20	,	,	PUNCT
bracis-28346	132	21	in	in	ADP
bracis-28346	132	22	which	which	PRON
bracis-28346	132	23	fraudsters	fraudster	NOUN
bracis-28346	132	24	—	—	PUNCT
bracis-28346	132	25	usually	usually	ADV
bracis-28346	132	26	bank	bank	NOUN
bracis-28346	132	27	correspondentsfootnote	correspondentsfootnote	VERB
bracis-28346	132	28	3	3	NUM
bracis-28346	132	29	or	or	CCONJ
bracis-28346	132	30	financial	financial	ADJ
bracis-28346	132	31	market	market	NOUN
bracis-28346	132	32	operators	operator	NOUN
bracis-28346	132	33	—	—	PUNCT
bracis-28346	132	34	deposit	deposit	VERB
bracis-28346	132	35	an	an	DET
bracis-28346	132	36	uncontracted	uncontracted	ADJ
bracis-28346	132	37	loan	loan	NOUN
bracis-28346	132	38	in	in	ADP
bracis-28346	132	39	the	the	DET
bracis-28346	132	40	account	account	NOUN
bracis-28346	132	41	of	of	ADP
bracis-28346	132	42	the	the	DET
bracis-28346	132	43	retiree	retiree	NOUN
bracis-28346	132	44	or	or	CCONJ
bracis-28346	132	45	pensioner	pensioner	NOUN
bracis-28346	132	46	,	,	PUNCT
bracis-28346	132	47	without	without	ADP
bracis-28346	132	48	their	their	PRON
bracis-28346	132	49	authorization	authorization	NOUN
bracis-28346	132	50	,	,	PUNCT
bracis-28346	132	51	to	to	PART
bracis-28346	132	52	receive	receive	VERB
bracis-28346	132	53	up	up	ADP
bracis-28346	132	54	to	to	PART
bracis-28346	132	55	6	6	NUM
bracis-28346	132	56	%	%	NOUN
bracis-28346	132	57	of	of	ADP
bracis-28346	132	58	the	the	DET
bracis-28346	132	59	transaction	transaction	NOUN
bracis-28346	132	60	amount	amount	NOUN
bracis-28346	132	61	as	as	ADP
bracis-28346	132	62	commission	commission	NOUN
bracis-28346	132	63	.	.	PUNCT
bracis-28346	133	1	the	the	DET
bracis-28346	133	2	fraudster	fraudster	PROPN
bracis-28346	133	3	voluntarily	voluntarily	ADV
bracis-28346	133	4	chooses	choose	VERB
bracis-28346	133	5	victims	victim	NOUN
bracis-28346	133	6	who	who	PRON
bracis-28346	133	7	have	have	AUX
bracis-28346	133	8	previously	previously	ADV
bracis-28346	133	9	carried	carry	VERB
bracis-28346	133	10	out	out	ADP
bracis-28346	133	11	payroll	payroll	NOUN
bracis-28346	133	12	loans	loan	NOUN
bracis-28346	133	13	,	,	PUNCT
bracis-28346	133	14	reusing	reuse	VERB
bracis-28346	133	15	the	the	DET
bracis-28346	133	16	personal	personal	ADJ
bracis-28346	133	17	data	datum	NOUN
bracis-28346	133	18	of	of	ADP
bracis-28346	133	19	these	these	DET
bracis-28346	133	20	consumers	consumer	NOUN
bracis-28346	133	21	.	.	PUNCT
bracis-28346	134	1	thus	thus	ADV
bracis-28346	134	2	,	,	PUNCT
bracis-28346	134	3	in	in	ADP
bracis-28346	134	4	a	a	DET
bracis-28346	134	5	situation	situation	NOUN
bracis-28346	134	6	of	of	ADP
bracis-28346	134	7	vulnerability	vulnerability	NOUN
bracis-28346	134	8	,	,	PUNCT
bracis-28346	134	9	such	such	ADJ
bracis-28346	134	10	retirees	retiree	NOUN
bracis-28346	134	11	often	often	ADV
bracis-28346	134	12	end	end	VERB
bracis-28346	134	13	up	up	ADP
bracis-28346	134	14	using	use	VERB
bracis-28346	134	15	the	the	DET
bracis-28346	134	16	money	money	NOUN
bracis-28346	134	17	without	without	ADP
bracis-28346	134	18	knowing	know	VERB
bracis-28346	134	19	its	its	PRON
bracis-28346	134	20	origin	origin	NOUN
bracis-28346	134	21	.	.	PUNCT
bracis-28346	135	1	therefore	therefore	ADV
bracis-28346	135	2	,	,	PUNCT
bracis-28346	135	3	the	the	DET
bracis-28346	135	4	argument	argument	NOUN
bracis-28346	135	5	used	use	VERB
bracis-28346	135	6	by	by	ADP
bracis-28346	135	7	the	the	DET
bracis-28346	135	8	reporting	reporting	NOUN
bracis-28346	135	9	judges	judge	NOUN
bracis-28346	135	10	that	that	SCONJ
bracis-28346	135	11	the	the	DET
bracis-28346	135	12	plaintiff	plaintiff	NOUN
bracis-28346	135	13	did	do	AUX
bracis-28346	135	14	not	not	PART
bracis-28346	135	15	challenge	challenge	VERB
bracis-28346	135	16	the	the	DET
bracis-28346	135	17	withdrawal	withdrawal	NOUN
bracis-28346	135	18	receipts	receipt	NOUN
bracis-28346	135	19	presented	present	VERB
bracis-28346	135	20	by	by	ADP
bracis-28346	135	21	the	the	DET
bracis-28346	135	22	bank	bank	NOUN
bracis-28346	135	23	does	do	AUX
bracis-28346	135	24	not	not	PART
bracis-28346	135	25	hold	hold	VERB
bracis-28346	135	26	up	up	ADP
bracis-28346	135	27	,	,	PUNCT
bracis-28346	135	28	as	as	SCONJ
bracis-28346	135	29	it	it	PRON
bracis-28346	135	30	is	be	AUX
bracis-28346	135	31	entirely	entirely	ADV
bracis-28346	135	32	plausible	plausible	ADJ
bracis-28346	135	33	that	that	SCONJ
bracis-28346	135	34	the	the	DET
bracis-28346	135	35	retiree	retiree	NOUN
bracis-28346	135	36	,	,	PUNCT
bracis-28346	135	37	a	a	DET
bracis-28346	135	38	hypo	hypo	ADJ
bracis-28346	135	39	sufficient	sufficient	ADJ
bracis-28346	135	40	consumer	consumer	NOUN
bracis-28346	135	41	in	in	ADP
bracis-28346	135	42	relation	relation	NOUN
bracis-28346	135	43	to	to	ADP
bracis-28346	135	44	the	the	DET
bracis-28346	135	45	financial	financial	ADJ
bracis-28346	135	46	institution	institution	NOUN
bracis-28346	135	47	,	,	PUNCT
bracis-28346	135	48	really	really	ADV
bracis-28346	135	49	believed	believe	VERB
bracis-28346	135	50	that	that	SCONJ
bracis-28346	135	51	the	the	DET
bracis-28346	135	52	money	money	NOUN
bracis-28346	135	53	in	in	ADP
bracis-28346	135	54	his	his	PRON
bracis-28346	135	55	account	account	NOUN
bracis-28346	135	56	was	be	AUX
bracis-28346	135	57	his	his	PRON
bracis-28346	135	58	,	,	PUNCT
bracis-28346	135	59	not	not	PART
bracis-28346	135	60	knowing	know	VERB
bracis-28346	135	61	that	that	SCONJ
bracis-28346	135	62	he	he	PRON
bracis-28346	135	63	had	have	AUX
bracis-28346	135	64	been	be	AUX
bracis-28346	135	65	the	the	DET
bracis-28346	135	66	victim	victim	NOUN
bracis-28346	135	67	of	of	ADP
bracis-28346	135	68	fraudulent	fraudulent	ADJ
bracis-28346	135	69	activity	activity	NOUN
bracis-28346	135	70	.	.	PUNCT
bracis-28346	136	1	the	the	DET
bracis-28346	136	2	payroll	payroll	NOUN
bracis-28346	136	3	law	law	NOUN
bracis-28346	136	4	determines	determine	VERB
bracis-28346	136	5	that	that	SCONJ
bracis-28346	136	6	it	it	PRON
bracis-28346	136	7	can	can	AUX
bracis-28346	136	8	only	only	ADV
bracis-28346	136	9	be	be	AUX
bracis-28346	136	10	deducted	deduct	VERB
bracis-28346	136	11	from	from	ADP
bracis-28346	136	12	the	the	DET
bracis-28346	136	13	benefit	benefit	NOUN
bracis-28346	136	14	“	"	PUNCT
bracis-28346	136	15	when	when	SCONJ
bracis-28346	136	16	expressly	expressly	ADV
bracis-28346	136	17	authorized	authorize	VERB
bracis-28346	136	18	by	by	ADP
bracis-28346	136	19	the	the	DET
bracis-28346	136	20	beneficiary	beneficiary	NOUN
bracis-28346	136	21	”	"	PUNCT
bracis-28346	136	22	(	(	PUNCT
bracis-28346	136	23	law	law	NOUN
bracis-28346	136	24	no	no	NOUN
bracis-28346	136	25	.	.	PROPN
bracis-28346	136	26	8213	8213	NUM
bracis-28346	136	27	,	,	PUNCT
bracis-28346	136	28	art	art	NOUN
bracis-28346	136	29	.	.	PUNCT
bracis-28346	137	1	5	5	NUM
bracis-28346	137	2	,	,	PUNCT
bracis-28346	137	3	inc.v	inc.v	NUM
bracis-28346	137	4	)	)	PUNCT
bracis-28346	137	5	.	.	PUNCT
bracis-28346	138	1	if	if	SCONJ
bracis-28346	138	2	there	there	PRON
bracis-28346	138	3	is	be	VERB
bracis-28346	138	4	no	no	DET
bracis-28346	138	5	express	express	ADJ
bracis-28346	138	6	authorization	authorization	NOUN
bracis-28346	138	7	,	,	PUNCT
bracis-28346	138	8	the	the	DET
bracis-28346	138	9	discount	discount	NOUN
bracis-28346	138	10	will	will	AUX
bracis-28346	138	11	be	be	AUX
bracis-28346	138	12	undue	undue	ADJ
bracis-28346	138	13	.	.	PUNCT
bracis-28346	139	1	likewise	likewise	ADV
bracis-28346	139	2	,	,	PUNCT
bracis-28346	139	3	article	article	NOUN
bracis-28346	139	4	39	39	NUM
bracis-28346	139	5	,	,	PUNCT
bracis-28346	139	6	item	item	NOUN
bracis-28346	139	7	iii	iii	NUM
bracis-28346	139	8	of	of	ADP
bracis-28346	139	9	the	the	DET
bracis-28346	139	10	consumer	consumer	NOUN
bracis-28346	139	11	defense	defense	NOUN
bracis-28346	139	12	code	code	PROPN
bracis-28346	139	13	expressly	expressly	ADV
bracis-28346	139	14	prohibits	prohibit	VERB
bracis-28346	139	15	the	the	DET
bracis-28346	139	16	supplier	supplier	NOUN
bracis-28346	139	17	of	of	ADP
bracis-28346	139	18	products	product	NOUN
bracis-28346	139	19	or	or	CCONJ
bracis-28346	139	20	services	service	NOUN
bracis-28346	139	21	from	from	ADP
bracis-28346	139	22	sending	send	VERB
bracis-28346	139	23	to	to	ADP
bracis-28346	139	24	the	the	DET
bracis-28346	139	25	consumer	consumer	NOUN
bracis-28346	139	26	,	,	PUNCT
bracis-28346	139	27	without	without	ADP
bracis-28346	139	28	prior	prior	ADJ
bracis-28346	139	29	request	request	NOUN
bracis-28346	139	30	,	,	PUNCT
bracis-28346	139	31	any	any	DET
bracis-28346	139	32	product	product	NOUN
bracis-28346	139	33	or	or	CCONJ
bracis-28346	139	34	taking	take	VERB
bracis-28346	139	35	advantage	advantage	NOUN
bracis-28346	139	36	of	of	ADP
bracis-28346	139	37	the	the	DET
bracis-28346	139	38	condition	condition	NOUN
bracis-28346	139	39	of	of	ADP
bracis-28346	139	40	ignorance	ignorance	NOUN
bracis-28346	139	41	,	,	PUNCT
bracis-28346	139	42	social	social	ADJ
bracis-28346	139	43	situation	situation	NOUN
bracis-28346	139	44	,	,	PUNCT
bracis-28346	139	45	age	age	NOUN
bracis-28346	139	46	or	or	CCONJ
bracis-28346	139	47	health	health	NOUN
bracis-28346	139	48	to	to	PART
bracis-28346	139	49	sell	sell	VERB
bracis-28346	139	50	its	its	PRON
bracis-28346	139	51	products	product	NOUN
bracis-28346	139	52	or	or	CCONJ
bracis-28346	139	53	services	service	NOUN
bracis-28346	139	54	(	(	PUNCT
bracis-28346	139	55	article	article	NOUN
bracis-28346	139	56	39	39	NUM
bracis-28346	139	57	,	,	PUNCT
bracis-28346	139	58	item	item	NOUN
bracis-28346	139	59	iv	iv	NUM
bracis-28346	139	60	)	)	PUNCT
bracis-28346	139	61	.	.	PUNCT
bracis-28346	140	1	such	such	ADJ
bracis-28346	140	2	devices	device	NOUN
bracis-28346	140	3	refer	refer	VERB
bracis-28346	140	4	to	to	ADP
bracis-28346	140	5	the	the	DET
bracis-28346	140	6	“	"	PUNCT
bracis-28346	140	7	consent	consent	NOUN
bracis-28346	140	8	”	"	PUNCT
bracis-28346	140	9	provided	provide	VERB
bracis-28346	140	10	for	for	ADP
bracis-28346	140	11	in	in	ADP
bracis-28346	140	12	the	the	DET
bracis-28346	140	13	lgpd	lgpd	NOUN
bracis-28346	140	14	(	(	PUNCT
bracis-28346	140	15	brazilian	brazilian	ADJ
bracis-28346	140	16	general	general	ADJ
bracis-28346	140	17	law	law	NOUN
bracis-28346	140	18	for	for	ADP
bracis-28346	140	19	the	the	DET
bracis-28346	140	20	protection	protection	NOUN
bracis-28346	140	21	of	of	ADP
bracis-28346	140	22	personal	personal	ADJ
bracis-28346	140	23	data	datum	NOUN
bracis-28346	140	24	,	,	PUNCT
bracis-28346	140	25	law	law	NOUN
bracis-28346	140	26	no	no	NOUN
bracis-28346	140	27	.	.	NOUN
bracis-28346	141	1	13.709/2018	13.709/2018	NUM
bracis-28346	141	2	)	)	PUNCT
bracis-28346	141	3	,	,	PUNCT
bracis-28346	142	1	which	which	PRON
bracis-28346	142	2	is	be	AUX
bracis-28346	142	3	inspired	inspire	VERB
bracis-28346	142	4	by	by	ADP
bracis-28346	142	5	the	the	DET
bracis-28346	142	6	general	general	ADJ
bracis-28346	142	7	data	data	PROPN
bracis-28346	142	8	protection	protection	NOUN
bracis-28346	142	9	regulation	regulation	NOUN
bracis-28346	142	10	of	of	ADP
bracis-28346	142	11	the	the	DET
bracis-28346	142	12	european	european	PROPN
bracis-28346	142	13	union	union	PROPN
bracis-28346	142	14	(	(	PUNCT
bracis-28346	142	15	gdpr	gdpr	NOUN
bracis-28346	142	16	):	):	PUNCT
bracis-28346	142	17	natural	natural	ADJ
bracis-28346	142	18	person	person	NOUN
bracis-28346	142	19	holder	holder	NOUN
bracis-28346	142	20	of	of	ADP
bracis-28346	142	21	the	the	DET
bracis-28346	142	22	data	datum	NOUN
bracis-28346	142	23	,	,	PUNCT
bracis-28346	142	24	or	or	CCONJ
bracis-28346	142	25	by	by	ADP
bracis-28346	142	26	their	their	PRON
bracis-28346	142	27	legal	legal	ADJ
bracis-28346	142	28	guardian	guardian	NOUN
bracis-28346	142	29	,	,	PUNCT
bracis-28346	142	30	and	and	CCONJ
bracis-28346	142	31	must	must	AUX
bracis-28346	142	32	be	be	AUX
bracis-28346	142	33	expressed	express	VERB
bracis-28346	142	34	clearly	clearly	ADV
bracis-28346	142	35	and	and	CCONJ
bracis-28346	142	36	unequivocally	unequivocally	ADV
bracis-28346	142	37	,	,	PUNCT
bracis-28346	142	38	in	in	ADP
bracis-28346	142	39	writing	writing	NOUN
bracis-28346	142	40	or	or	CCONJ
bracis-28346	142	41	not	not	PART
bracis-28346	142	42	”	"	PUNCT
bracis-28346	142	43	.	.	PUNCT
bracis-28346	143	1	consent	consent	NOUN
bracis-28346	143	2	must	must	AUX
bracis-28346	143	3	be	be	AUX
bracis-28346	143	4	informed	inform	VERB
bracis-28346	143	5	,	,	PUNCT
bracis-28346	143	6	that	that	ADV
bracis-28346	143	7	is	is	ADV
bracis-28346	143	8	,	,	PUNCT
bracis-28346	143	9	before	before	ADP
bracis-28346	143	10	obtaining	obtain	VERB
bracis-28346	143	11	it	it	PRON
bracis-28346	143	12	,	,	PUNCT
bracis-28346	143	13	it	it	PRON
bracis-28346	143	14	is	be	AUX
bracis-28346	143	15	essential	essential	ADJ
bracis-28346	143	16	to	to	PART
bracis-28346	143	17	provide	provide	VERB
bracis-28346	143	18	information	information	NOUN
bracis-28346	143	19	to	to	ADP
bracis-28346	143	20	data	datum	NOUN
bracis-28346	143	21	subjects	subject	NOUN
bracis-28346	143	22	so	so	SCONJ
bracis-28346	143	23	that	that	SCONJ
bracis-28346	143	24	they	they	PRON
bracis-28346	143	25	can	can	AUX
bracis-28346	143	26	understand	understand	VERB
bracis-28346	143	27	what	what	PRON
bracis-28346	143	28	they	they	PRON
bracis-28346	143	29	agree	agree	VERB
bracis-28346	143	30	with	with	ADP
bracis-28346	143	31	,	,	PUNCT
bracis-28346	143	32	for	for	ADP
bracis-28346	143	33	example	example	NOUN
bracis-28346	143	34	:	:	PUNCT
bracis-28346	143	35	the	the	DET
bracis-28346	143	36	identity	identity	NOUN
bracis-28346	143	37	of	of	ADP
bracis-28346	143	38	the	the	DET
bracis-28346	143	39	person	person	NOUN
bracis-28346	143	40	responsible	responsible	ADJ
bracis-28346	143	41	for	for	ADP
bracis-28346	143	42	processing	process	VERB
bracis-28346	143	43	the	the	DET
bracis-28346	143	44	data	datum	NOUN
bracis-28346	143	45	,	,	PUNCT
bracis-28346	143	46	the	the	DET
bracis-28346	143	47	purpose	purpose	NOUN
bracis-28346	143	48	of	of	ADP
bracis-28346	143	49	each	each	PRON
bracis-28346	143	50	of	of	ADP
bracis-28346	143	51	the	the	DET
bracis-28346	143	52	processing	processing	NOUN
bracis-28346	143	53	operations	operation	NOUN
bracis-28346	143	54	for	for	ADP
bracis-28346	143	55	which	which	DET
bracis-28346	143	56	consent	consent	NOUN
bracis-28346	143	57	is	be	AUX
bracis-28346	143	58	sought	seek	VERB
bracis-28346	143	59	,	,	PUNCT
bracis-28346	143	60	what	what	DET
bracis-28346	143	61	types	type	NOUN
bracis-28346	143	62	of	of	ADP
bracis-28346	143	63	data	datum	NOUN
bracis-28346	143	64	will	will	AUX
bracis-28346	143	65	be	be	AUX
bracis-28346	143	66	analyzed	analyze	VERB
bracis-28346	143	67	,	,	PUNCT
bracis-28346	143	68	etc	etc	X
bracis-28346	143	69	.	.	X
bracis-28346	144	1	[	[	X
bracis-28346	144	2	26	26	NUM
bracis-28346	144	3	]	]	PUNCT
bracis-28346	144	4	.	.	PUNCT
bracis-28346	145	1	article	article	NOUN
bracis-28346	145	2	4	4	NUM
bracis-28346	145	3	,	,	PUNCT
bracis-28346	145	4	\(\textrm{n}^{{\underline{\text	\(\textrm{n}^{{\underline{\text	PROPN
bracis-28346	145	5	{	{	PUNCT
bracis-28346	145	6	o}}}}\	o}}}}\	PROPN
bracis-28346	145	7	)	)	PUNCT
bracis-28346	145	8	11	11	NUM
bracis-28346	145	9	of	of	ADP
bracis-28346	145	10	the	the	DET
bracis-28346	145	11	gdpr	gdpr	NOUN
bracis-28346	145	12	clearly	clearly	ADV
bracis-28346	145	13	states	state	VERB
bracis-28346	145	14	that	that	DET
bracis-28346	145	15	consent	consent	NOUN
bracis-28346	145	16	requires	require	VERB
bracis-28346	145	17	an	an	DET
bracis-28346	145	18	“	"	PUNCT
bracis-28346	145	19	unequivocal	unequivocal	ADJ
bracis-28346	145	20	positive	positive	ADJ
bracis-28346	145	21	statement	statement	NOUN
bracis-28346	145	22	or	or	CCONJ
bracis-28346	145	23	act	act	NOUN
bracis-28346	145	24	”	"	PUNCT
bracis-28346	145	25	from	from	ADP
bracis-28346	145	26	the	the	DET
bracis-28346	145	27	data	datum	NOUN
bracis-28346	145	28	subject	subject	NOUN
bracis-28346	145	29	,	,	PUNCT
bracis-28346	145	30	which	which	PRON
bracis-28346	145	31	means	mean	VERB
bracis-28346	145	32	that	that	SCONJ
bracis-28346	145	33	it	it	PRON
bracis-28346	145	34	has	have	VERB
bracis-28346	145	35	to	to	PART
bracis-28346	145	36	be	be	AUX
bracis-28346	145	37	given	give	VERB
bracis-28346	145	38	using	use	VERB
bracis-28346	145	39	positive	positive	ADJ
bracis-28346	145	40	action	action	NOUN
bracis-28346	145	41	or	or	CCONJ
bracis-28346	145	42	explicit	explicit	ADJ
bracis-28346	145	43	statement	statement	NOUN
bracis-28346	145	44	,	,	PUNCT
bracis-28346	145	45	mainly	mainly	ADV
bracis-28346	145	46	in	in	ADP
bracis-28346	145	47	situations	situation	NOUN
bracis-28346	145	48	where	where	SCONJ
bracis-28346	145	49	there	there	PRON
bracis-28346	145	50	is	be	VERB
bracis-28346	145	51	a	a	DET
bracis-28346	145	52	severe	severe	ADJ
bracis-28346	145	53	risk	risk	NOUN
bracis-28346	145	54	to	to	ADP
bracis-28346	145	55	data	data	NOUN
bracis-28346	145	56	protection	protection	NOUN
bracis-28346	145	57	and	and	CCONJ
bracis-28346	145	58	,	,	PUNCT
bracis-28346	145	59	therefore	therefore	ADV
bracis-28346	145	60	,	,	PUNCT
bracis-28346	145	61	it	it	PRON
bracis-28346	145	62	is	be	AUX
bracis-28346	145	63	appropriate	appropriate	ADJ
bracis-28346	145	64	to	to	PART
bracis-28346	145	65	have	have	VERB
bracis-28346	145	66	a	a	DET
bracis-28346	145	67	high	high	ADJ
bracis-28346	145	68	level	level	NOUN
bracis-28346	145	69	of	of	ADP
bracis-28346	145	70	security	security	NOUN
bracis-28346	145	71	,	,	PUNCT
bracis-28346	145	72	such	such	ADJ
bracis-28346	145	73	as	as	ADP
bracis-28346	145	74	biometric	biometric	ADJ
bracis-28346	145	75	data	datum	NOUN
bracis-28346	145	76	and/or	and/or	CCONJ
bracis-28346	145	77	financial	financial	ADJ
bracis-28346	145	78	information	information	NOUN
bracis-28346	145	79	both	both	PRON
bracis-28346	145	80	used	use	VERB
bracis-28346	145	81	in	in	ADP
bracis-28346	145	82	payroll	payroll	NOUN
bracis-28346	145	83	loan	loan	NOUN
bracis-28346	145	84	contracts	contract	NOUN
bracis-28346	145	85	.	.	PUNCT
bracis-28346	146	1	therefore	therefore	ADV
bracis-28346	146	2	,	,	PUNCT
bracis-28346	146	3	such	such	DET
bracis-28346	146	4	an	an	DET
bracis-28346	146	5	explicit	explicit	ADJ
bracis-28346	146	6	manifestation	manifestation	NOUN
bracis-28346	146	7	may	may	AUX
bracis-28346	146	8	be	be	AUX
bracis-28346	146	9	through	through	ADP
bracis-28346	146	10	contracts	contract	NOUN
bracis-28346	146	11	or	or	CCONJ
bracis-28346	146	12	electronic	electronic	ADJ
bracis-28346	146	13	forms	form	NOUN
bracis-28346	146	14	,	,	PUNCT
bracis-28346	146	15	but	but	CCONJ
bracis-28346	146	16	it	it	PRON
bracis-28346	146	17	is	be	AUX
bracis-28346	146	18	necessary	necessary	ADJ
bracis-28346	146	19	to	to	PART
bracis-28346	146	20	stick	stick	VERB
bracis-28346	146	21	to	to	PART
bracis-28346	146	22	adhesive	adhesive	VERB
bracis-28346	146	23	contracts	contract	NOUN
bracis-28346	146	24	with	with	ADP
bracis-28346	146	25	pre	pre	ADJ
bracis-28346	146	26	-	-	ADJ
bracis-28346	146	27	signed	sign	VERB
bracis-28346	146	28	adhesion	adhesion	NOUN
bracis-28346	146	29	conditions	condition	NOUN
bracis-28346	146	30	,	,	PUNCT
bracis-28346	146	31	in	in	ADP
bracis-28346	146	32	which	which	PRON
bracis-28346	146	33	the	the	DET
bracis-28346	146	34	data	datum	NOUN
bracis-28346	146	35	subject	subject	PROPN
bracis-28346	146	36	’s	’s	PART
bracis-28346	146	37	intervention	intervention	NOUN
bracis-28346	146	38	is	be	AUX
bracis-28346	146	39	necessary	necessary	ADJ
bracis-28346	146	40	to	to	PART
bracis-28346	146	41	prevent	prevent	VERB
bracis-28346	146	42	acceptance	acceptance	NOUN
bracis-28346	146	43	.	.	PUNCT
bracis-28346	147	1	thus	thus	ADV
bracis-28346	147	2	,	,	PUNCT
bracis-28346	147	3	the	the	DET
bracis-28346	147	4	argument	argument	NOUN
bracis-28346	147	5	of	of	ADP
bracis-28346	147	6	the	the	DET
bracis-28346	147	7	reporting	reporting	NOUN
bracis-28346	147	8	judge	judge	NOUN
bracis-28346	147	9	that	that	SCONJ
bracis-28346	147	10	“	"	PUNCT
bracis-28346	147	11	contracts	contract	NOUN
bracis-28346	147	12	executed	execute	VERB
bracis-28346	147	13	in	in	ADP
bracis-28346	147	14	electronic	electronic	ADJ
bracis-28346	147	15	form	form	NOUN
bracis-28346	147	16	dispense	dispense	NOUN
bracis-28346	147	17	with	with	ADP
bracis-28346	147	18	the	the	DET
bracis-28346	147	19	formal	formal	ADJ
bracis-28346	147	20	rigors	rigor	NOUN
bracis-28346	147	21	of	of	ADP
bracis-28346	147	22	a	a	DET
bracis-28346	147	23	standard	standard	ADJ
bracis-28346	147	24	contract	contract	NOUN
bracis-28346	147	25	,	,	PUNCT
bracis-28346	147	26	precisely	precisely	ADV
bracis-28346	147	27	to	to	ADP
bracis-28346	147	28	the	the	DET
bracis-28346	147	29	extent	extent	NOUN
bracis-28346	147	30	that	that	SCONJ
bracis-28346	147	31	the	the	DET
bracis-28346	147	32	electronic	electronic	ADJ
bracis-28346	147	33	form	form	NOUN
bracis-28346	147	34	can	can	AUX
bracis-28346	147	35	be	be	AUX
bracis-28346	147	36	carried	carry	VERB
bracis-28346	147	37	out	out	ADP
bracis-28346	147	38	anywhere	anywhere	ADV
bracis-28346	147	39	”	"	PUNCT
bracis-28346	147	40	does	do	AUX
bracis-28346	147	41	not	not	PART
bracis-28346	147	42	hold	hold	VERB
bracis-28346	147	43	,	,	PUNCT
bracis-28346	147	44	since	since	SCONJ
bracis-28346	147	45	the	the	DET
bracis-28346	147	46	generalized	generalized	ADJ
bracis-28346	147	47	acceptance	acceptance	NOUN
bracis-28346	147	48	of	of	ADP
bracis-28346	147	49	general	general	ADJ
bracis-28346	147	50	conditions	condition	NOUN
bracis-28346	147	51	does	do	AUX
bracis-28346	147	52	not	not	PART
bracis-28346	147	53	match	match	VERB
bracis-28346	147	54	the	the	DET
bracis-28346	147	55	aforementioned	aforementioned	ADJ
bracis-28346	147	56	definition	definition	NOUN
bracis-28346	147	57	of	of	ADP
bracis-28346	147	58	unequivocal	unequivocal	ADJ
bracis-28346	147	59	,	,	PUNCT
bracis-28346	147	60	explicit	explicit	ADJ
bracis-28346	147	61	and	and	CCONJ
bracis-28346	147	62	informed	informed	ADJ
bracis-28346	147	63	consent	consent	NOUN
bracis-28346	147	64	.	.	PUNCT
bracis-28346	148	1	likewise	likewise	ADV
bracis-28346	148	2	,	,	PUNCT
bracis-28346	148	3	even	even	ADV
bracis-28346	148	4	though	though	SCONJ
bracis-28346	148	5	article	article	NOUN
bracis-28346	148	6	107	107	NUM
bracis-28346	148	7	of	of	ADP
bracis-28346	148	8	the	the	DET
bracis-28346	148	9	brazilian	brazilian	ADJ
bracis-28346	148	10	civil	civil	ADJ
bracis-28346	148	11	code	code	NOUN
bracis-28346	148	12	(	(	PUNCT
bracis-28346	148	13	ccb	ccb	PROPN
bracis-28346	148	14	)	)	PUNCT
bracis-28346	148	15	provides	provide	VERB
bracis-28346	148	16	for	for	ADP
bracis-28346	148	17	freedom	freedom	NOUN
bracis-28346	148	18	of	of	ADP
bracis-28346	148	19	form	form	NOUN
bracis-28346	148	20	for	for	ADP
bracis-28346	148	21	contracting	contracting	NOUN
bracis-28346	148	22	,	,	PUNCT
bracis-28346	148	23	using	use	VERB
bracis-28346	148	24	the	the	DET
bracis-28346	148	25	electronic	electronic	ADJ
bracis-28346	148	26	contract	contract	NOUN
bracis-28346	148	27	which	which	PRON
bracis-28346	148	28	dispenses	dispense	VERB
bracis-28346	148	29	with	with	ADP
bracis-28346	148	30	a	a	DET
bracis-28346	148	31	traditional	traditional	ADJ
bracis-28346	148	32	signature	signature	NOUN
bracis-28346	148	33	,	,	PUNCT
bracis-28346	148	34	any	any	DET
bracis-28346	148	35	new	new	ADJ
bracis-28346	148	36	technology	technology	NOUN
bracis-28346	148	37	used	use	VERB
bracis-28346	148	38	must	must	AUX
bracis-28346	148	39	prove	prove	VERB
bracis-28346	148	40	the	the	DET
bracis-28346	148	41	explicit	explicit	ADJ
bracis-28346	148	42	demonstration	demonstration	NOUN
bracis-28346	148	43	of	of	ADP
bracis-28346	148	44	consent	consent	NOUN
bracis-28346	148	45	,	,	PUNCT
bracis-28346	148	46	guaranteeing	guarantee	VERB
bracis-28346	148	47	the	the	DET
bracis-28346	148	48	reliability	reliability	NOUN
bracis-28346	148	49	of	of	ADP
bracis-28346	148	50	the	the	DET
bracis-28346	148	51	protection	protection	NOUN
bracis-28346	148	52	of	of	ADP
bracis-28346	148	53	consumer	consumer	NOUN
bracis-28346	148	54	data	datum	NOUN
bracis-28346	148	55	,	,	PUNCT
bracis-28346	148	56	ensuring	ensure	VERB
bracis-28346	148	57	unequivocal	unequivocal	ADJ
bracis-28346	148	58	fraud	fraud	NOUN
bracis-28346	148	59	prevention	prevention	NOUN
bracis-28346	148	60	mechanisms	mechanism	NOUN
bracis-28346	148	61	—	—	PUNCT
bracis-28346	148	62	deficient	deficient	ADJ
bracis-28346	148	63	characteristics	characteristic	NOUN
bracis-28346	148	64	in	in	ADP
bracis-28346	148	65	the	the	DET
bracis-28346	148	66	use	use	NOUN
bracis-28346	148	67	of	of	ADP
bracis-28346	148	68	facial	facial	ADJ
bracis-28346	148	69	biometrics	biometric	NOUN
bracis-28346	148	70	,	,	PUNCT
bracis-28346	148	71	presented	present	VERB
bracis-28346	148	72	below	below	ADV
bracis-28346	148	73	.	.	PUNCT
bracis-28346	149	1	3.2	3.2	NUM
bracis-28346	149	2	facial	facial	ADJ
bracis-28346	149	3	biometrics	biometric	NOUN
bracis-28346	149	4	the	the	DET
bracis-28346	149	5	general	general	ADJ
bracis-28346	149	6	data	data	PROPN
bracis-28346	149	7	protection	protection	NOUN
bracis-28346	149	8	regulation	regulation	NOUN
bracis-28346	149	9	(	(	PUNCT
bracis-28346	149	10	gdpr	gdpr	NOUN
bracis-28346	149	11	)	)	PUNCT
bracis-28346	149	12	clarifies	clarify	VERB
bracis-28346	149	13	what	what	PRON
bracis-28346	149	14	biometric	biometric	ADJ
bracis-28346	149	15	data	datum	NOUN
bracis-28346	149	16	is	be	AUX
bracis-28346	149	17	in	in	ADP
bracis-28346	149	18	its	its	PRON
bracis-28346	149	19	art	art	NOUN
bracis-28346	149	20	.	.	PUNCT
bracis-28346	150	1	4th	4th	ADJ
bracis-28346	151	1	[	[	X
bracis-28346	151	2	7	7	NUM
bracis-28346	151	3	]	]	PUNCT
bracis-28346	151	4	:	:	PUNCT
bracis-28346	151	5	article	article	NOUN
bracis-28346	151	6	4	4	NUM
bracis-28346	151	7	definitions	definition	NOUN
bracis-28346	151	8	for	for	ADP
bracis-28346	151	9	the	the	DET
bracis-28346	151	10	purposes	purpose	NOUN
bracis-28346	151	11	of	of	ADP
bracis-28346	151	12	this	this	DET
bracis-28346	151	13	regulation	regulation	NOUN
bracis-28346	151	14	,	,	PUNCT
bracis-28346	151	15	it	it	PRON
bracis-28346	151	16	is	be	AUX
bracis-28346	151	17	understood	understand	VERB
bracis-28346	151	18	by	by	ADP
bracis-28346	151	19	:	:	PUNCT
bracis-28346	151	20	[	[	X
bracis-28346	151	21	...	...	X
bracis-28346	151	22	]	]	X
bracis-28346	151	23	“	"	PUNCT
bracis-28346	151	24	biometric	biometric	ADJ
bracis-28346	151	25	data	datum	NOUN
bracis-28346	151	26	”	"	PUNCT
bracis-28346	151	27	,	,	PUNCT
bracis-28346	151	28	personal	personal	ADJ
bracis-28346	151	29	data	datum	NOUN
bracis-28346	151	30	resulting	result	VERB
bracis-28346	151	31	from	from	ADP
bracis-28346	151	32	a	a	DET
bracis-28346	151	33	specific	specific	ADJ
bracis-28346	151	34	technical	technical	ADJ
bracis-28346	151	35	treatment	treatment	NOUN
bracis-28346	151	36	relating	relate	VERB
bracis-28346	151	37	to	to	ADP
bracis-28346	151	38	the	the	DET
bracis-28346	151	39	physical	physical	ADJ
bracis-28346	151	40	,	,	PUNCT
bracis-28346	151	41	physiological	physiological	ADJ
bracis-28346	151	42	or	or	CCONJ
bracis-28346	151	43	behavioral	behavioral	ADJ
bracis-28346	151	44	characteristics	characteristic	NOUN
bracis-28346	151	45	of	of	ADP
bracis-28346	151	46	a	a	DET
bracis-28346	151	47	natural	natural	ADJ
bracis-28346	151	48	person	person	NOUN
bracis-28346	151	49	that	that	PRON
bracis-28346	151	50	allows	allow	VERB
bracis-28346	151	51	or	or	CCONJ
bracis-28346	151	52	confirm	confirm	VERB
bracis-28346	151	53	the	the	DET
bracis-28346	151	54	unique	unique	ADJ
bracis-28346	151	55	identification	identification	NOUN
bracis-28346	151	56	of	of	ADP
bracis-28346	151	57	that	that	DET
bracis-28346	151	58	natural	natural	ADJ
bracis-28346	151	59	person	person	NOUN
bracis-28346	151	60	,	,	PUNCT
bracis-28346	151	61	namely	namely	ADV
bracis-28346	151	62	facial	facial	ADJ
bracis-28346	151	63	images	image	NOUN
bracis-28346	151	64	or	or	CCONJ
bracis-28346	151	65	dactyloscopic	dactyloscopic	ADJ
bracis-28346	151	66	data	datum	NOUN
bracis-28346	151	67	;	;	PUNCT
bracis-28346	151	68	in	in	ADP
bracis-28346	151	69	the	the	DET
bracis-28346	151	70	brazilian	brazilian	ADJ
bracis-28346	151	71	legal	legal	ADJ
bracis-28346	151	72	framework	framework	NOUN
bracis-28346	151	73	,	,	PUNCT
bracis-28346	151	74	decree	decree	NOUN
bracis-28346	151	75	no	no	NOUN
bracis-28346	151	76	.	.	PUNCT
bracis-28346	152	1	10,046/2019	10,046/2019	NUM
bracis-28346	152	2	,	,	PUNCT
bracis-28346	152	3	which	which	PRON
bracis-28346	152	4	“	"	PUNCT
bracis-28346	152	5	provides	provide	VERB
bracis-28346	152	6	for	for	ADP
bracis-28346	152	7	governance	governance	NOUN
bracis-28346	152	8	in	in	ADP
bracis-28346	152	9	data	datum	NOUN
bracis-28346	152	10	sharing	share	VERB
bracis-28346	152	11	within	within	ADP
bracis-28346	152	12	the	the	DET
bracis-28346	152	13	scope	scope	NOUN
bracis-28346	152	14	of	of	ADP
bracis-28346	152	15	the	the	DET
bracis-28346	152	16	federal	federal	ADJ
bracis-28346	152	17	public	public	ADJ
bracis-28346	152	18	administration	administration	NOUN
bracis-28346	152	19	and	and	CCONJ
bracis-28346	152	20	establishes	establish	VERB
bracis-28346	152	21	the	the	DET
bracis-28346	152	22	base	base	ADJ
bracis-28346	152	23	citizen	citizen	NOUN
bracis-28346	152	24	register	register	VERB
bracis-28346	152	25	and	and	CCONJ
bracis-28346	152	26	the	the	DET
bracis-28346	152	27	central	central	ADJ
bracis-28346	152	28	data	data	PROPN
bracis-28346	152	29	governance	governance	NOUN
bracis-28346	152	30	committee	committee	NOUN
bracis-28346	152	31	”	"	PUNCT
bracis-28346	152	32	defines	define	VERB
bracis-28346	152	33	biometric	biometric	ADJ
bracis-28346	152	34	attributes	attribute	NOUN
bracis-28346	152	35	[	[	X
bracis-28346	152	36	1	1	NUM
bracis-28346	152	37	]	]	PUNCT
bracis-28346	152	38	as	as	ADP
bracis-28346	152	39	:	:	PUNCT
bracis-28346	152	40	art	art	NOUN
bracis-28346	152	41	.	.	PUNCT
bracis-28346	153	1	2nd	2nd	ADJ
bracis-28346	153	2	for	for	ADP
bracis-28346	153	3	the	the	DET
bracis-28346	153	4	purposes	purpose	NOUN
bracis-28346	153	5	of	of	ADP
bracis-28346	153	6	this	this	DET
bracis-28346	153	7	decree	decree	NOUN
bracis-28346	153	8	,	,	PUNCT
bracis-28346	153	9	it	it	PRON
bracis-28346	153	10	is	be	AUX
bracis-28346	153	11	considered	consider	VERB
bracis-28346	153	12	:	:	PUNCT
bracis-28346	154	1	[	[	X
bracis-28346	154	2	...	...	X
bracis-28346	154	3	]	]	X
bracis-28346	154	4	ii	ii	PROPN
bracis-28346	154	5	biometric	biometric	NOUN
bracis-28346	154	6	attributes	attribute	VERB
bracis-28346	154	7	measurable	measurable	ADJ
bracis-28346	154	8	biological	biological	ADJ
bracis-28346	154	9	and	and	CCONJ
bracis-28346	154	10	behavioral	behavioral	ADJ
bracis-28346	154	11	characteristics	characteristic	NOUN
bracis-28346	154	12	of	of	ADP
bracis-28346	154	13	the	the	DET
bracis-28346	154	14	natural	natural	ADJ
bracis-28346	154	15	person	person	NOUN
bracis-28346	154	16	that	that	PRON
bracis-28346	154	17	can	can	AUX
bracis-28346	154	18	be	be	AUX
bracis-28346	154	19	collected	collect	VERB
bracis-28346	154	20	for	for	ADP
bracis-28346	154	21	automated	automate	VERB
bracis-28346	154	22	recognition	recognition	NOUN
bracis-28346	154	23	,	,	PUNCT
bracis-28346	154	24	such	such	ADJ
bracis-28346	154	25	as	as	ADP
bracis-28346	154	26	the	the	DET
bracis-28346	154	27	palm	palm	NOUN
bracis-28346	154	28	of	of	ADP
bracis-28346	154	29	the	the	DET
bracis-28346	154	30	hand	hand	NOUN
bracis-28346	154	31	,	,	PUNCT
bracis-28346	154	32	fingerprints	fingerprint	NOUN
bracis-28346	154	33	,	,	PUNCT
bracis-28346	154	34	retina	retina	NOUN
bracis-28346	154	35	or	or	CCONJ
bracis-28346	154	36	iris	iris	NOUN
bracis-28346	154	37	of	of	ADP
bracis-28346	154	38	the	the	DET
bracis-28346	154	39	eyes	eye	NOUN
bracis-28346	154	40	,	,	PUNCT
bracis-28346	154	41	face	face	NOUN
bracis-28346	154	42	shape	shape	NOUN
bracis-28346	154	43	,	,	PUNCT
bracis-28346	154	44	voice	voice	NOUN
bracis-28346	154	45	and	and	CCONJ
bracis-28346	154	46	way	way	NOUN
bracis-28346	154	47	of	of	ADP
bracis-28346	154	48	walking	walk	VERB
bracis-28346	154	49	.	.	PUNCT
bracis-28346	155	1	biometric	biometric	ADJ
bracis-28346	155	2	processing	processing	NOUN
bracis-28346	155	3	corresponds	correspond	NOUN
bracis-28346	155	4	to	to	ADP
bracis-28346	155	5	the	the	DET
bracis-28346	155	6	processing	processing	NOUN
bracis-28346	155	7	of	of	ADP
bracis-28346	155	8	biometric	biometric	ADJ
bracis-28346	155	9	data	datum	NOUN
bracis-28346	155	10	.	.	PUNCT
bracis-28346	156	1	it	it	PRON
bracis-28346	156	2	can	can	AUX
bracis-28346	156	3	“	"	PUNCT
bracis-28346	156	4	be	be	AUX
bracis-28346	156	5	referred	refer	VERB
bracis-28346	156	6	to	to	PART
bracis-28346	156	7	interchangeably	interchangeably	ADV
bracis-28346	156	8	as	as	ADP
bracis-28346	156	9	recognition	recognition	NOUN
bracis-28346	156	10	,	,	PUNCT
bracis-28346	156	11	identification	identification	NOUN
bracis-28346	156	12	,	,	PUNCT
bracis-28346	156	13	authentication	authentication	NOUN
bracis-28346	156	14	,	,	PUNCT
bracis-28346	156	15	detection	detection	NOUN
bracis-28346	156	16	or	or	CCONJ
bracis-28346	156	17	other	other	ADJ
bracis-28346	156	18	related	related	ADJ
bracis-28346	156	19	terms	term	NOUN
bracis-28346	156	20	,	,	PUNCT
bracis-28346	156	21	as	as	ADV
bracis-28346	156	22	well	well	ADV
bracis-28346	156	23	as	as	ADP
bracis-28346	156	24	(	(	PUNCT
bracis-28346	156	25	often	often	ADV
bracis-28346	156	26	opaque	opaque	ADJ
bracis-28346	156	27	)	)	PUNCT
bracis-28346	156	28	ways	way	NOUN
bracis-28346	156	29	of	of	ADP
bracis-28346	156	30	collecting	collect	VERB
bracis-28346	156	31	and	and	CCONJ
bracis-28346	156	32	storing	store	VERB
bracis-28346	156	33	biometric	biometric	ADJ
bracis-28346	156	34	data	datum	NOUN
bracis-28346	156	35	,	,	PUNCT
bracis-28346	156	36	even	even	ADV
bracis-28346	156	37	if	if	SCONJ
bracis-28346	156	38	the	the	DET
bracis-28346	156	39	data	data	NOUN
bracis-28346	156	40	is	be	AUX
bracis-28346	156	41	not	not	PART
bracis-28346	156	42	processed	process	VERB
bracis-28346	156	43	immediately	immediately	ADV
bracis-28346	156	44	”	"	PUNCT
bracis-28346	157	1	[	[	X
bracis-28346	157	2	19	19	NUM
bracis-28346	157	3	]	]	NUM
bracis-28346	157	4	:	:	PUNCT
bracis-28346	157	5	generally	generally	ADV
bracis-28346	157	6	speaking	speak	VERB
bracis-28346	157	7	,	,	PUNCT
bracis-28346	157	8	a	a	DET
bracis-28346	157	9	facial	facial	ADJ
bracis-28346	157	10	recognition	recognition	NOUN
bracis-28346	157	11	system	system	NOUN
bracis-28346	157	12	operates	operate	VERB
bracis-28346	157	13	by	by	ADP
bracis-28346	157	14	using	use	VERB
bracis-28346	157	15	biometrics	biometric	NOUN
bracis-28346	157	16	to	to	PART
bracis-28346	157	17	capture	capture	VERB
bracis-28346	157	18	a	a	DET
bracis-28346	157	19	person	person	NOUN
bracis-28346	157	20	’s	’s	PART
bracis-28346	157	21	facial	facial	ADJ
bracis-28346	157	22	features	feature	NOUN
bracis-28346	157	23	,	,	PUNCT
bracis-28346	157	24	comparing	compare	VERB
bracis-28346	157	25	the	the	DET
bracis-28346	157	26	information	information	NOUN
bracis-28346	157	27	to	to	ADP
bracis-28346	157	28	a	a	DET
bracis-28346	157	29	database	database	NOUN
bracis-28346	157	30	.	.	PUNCT
bracis-28346	158	1	they	they	PRON
bracis-28346	158	2	usually	usually	ADV
bracis-28346	158	3	work	work	VERB
bracis-28346	158	4	through	through	ADP
bracis-28346	158	5	similar	similar	ADJ
bracis-28346	158	6	steps	step	NOUN
bracis-28346	158	7	:	:	PUNCT
bracis-28346	158	8	a	a	DET
bracis-28346	158	9	image	image	NOUN
bracis-28346	158	10	of	of	ADP
bracis-28346	158	11	the	the	DET
bracis-28346	158	12	person	person	NOUN
bracis-28346	158	13	’s	’s	PART
bracis-28346	158	14	face	face	NOUN
bracis-28346	158	15	is	be	AUX
bracis-28346	158	16	captured	capture	VERB
bracis-28346	158	17	from	from	ADP
bracis-28346	158	18	a	a	DET
bracis-28346	158	19	photo	photo	NOUN
bracis-28346	158	20	or	or	CCONJ
bracis-28346	158	21	video	video	NOUN
bracis-28346	158	22	;	;	PUNCT
bracis-28346	158	23	then	then	ADV
bracis-28346	158	24	,	,	PUNCT
bracis-28346	158	25	the	the	DET
bracis-28346	158	26	facial	facial	ADJ
bracis-28346	158	27	recognition	recognition	NOUN
bracis-28346	158	28	software	software	NOUN
bracis-28346	158	29	using	use	VERB
bracis-28346	158	30	a	a	DET
bracis-28346	158	31	machine	machine	NOUN
bracis-28346	158	32	learning	learn	VERB
bracis-28346	158	33	algorithm	algorithm	NOUN
bracis-28346	158	34	,	,	PUNCT
bracis-28346	158	35	verifies	verify	VERB
bracis-28346	158	36	a	a	DET
bracis-28346	158	37	series	series	NOUN
bracis-28346	158	38	of	of	ADP
bracis-28346	158	39	facial	facial	ADJ
bracis-28346	158	40	characteristics	characteristic	NOUN
bracis-28346	158	41	such	such	ADJ
bracis-28346	158	42	as	as	ADP
bracis-28346	158	43	the	the	DET
bracis-28346	158	44	distance	distance	NOUN
bracis-28346	158	45	between	between	ADP
bracis-28346	158	46	the	the	DET
bracis-28346	158	47	eyes	eye	NOUN
bracis-28346	158	48	,	,	PUNCT
bracis-28346	158	49	the	the	DET
bracis-28346	158	50	curvature	curvature	NOUN
bracis-28346	158	51	of	of	ADP
bracis-28346	158	52	the	the	DET
bracis-28346	158	53	mouth	mouth	NOUN
bracis-28346	158	54	,	,	PUNCT
bracis-28346	158	55	etc	etc	X
bracis-28346	158	56	.	.	X
bracis-28346	158	57	,	,	PUNCT
bracis-28346	158	58	to	to	PART
bracis-28346	158	59	extract	extract	VERB
bracis-28346	158	60	“	"	PUNCT
bracis-28346	158	61	facial	facial	ADJ
bracis-28346	158	62	signatures	signature	NOUN
bracis-28346	158	63	”	"	PUNCT
bracis-28346	158	64	based	base	VERB
bracis-28346	158	65	on	on	ADP
bracis-28346	158	66	the	the	DET
bracis-28346	158	67	identified	identify	VERB
bracis-28346	158	68	facial	facial	ADJ
bracis-28346	158	69	characteristics	characteristic	NOUN
bracis-28346	158	70	patterns	pattern	NOUN
bracis-28346	158	71	.	.	PUNCT
bracis-28346	159	1	this	this	DET
bracis-28346	159	2	signature	signature	NOUN
bracis-28346	159	3	would	would	AUX
bracis-28346	159	4	then	then	ADV
bracis-28346	159	5	be	be	AUX
bracis-28346	159	6	compared	compare	VERB
bracis-28346	159	7	to	to	ADP
bracis-28346	159	8	a	a	DET
bracis-28346	159	9	database	database	NOUN
bracis-28346	159	10	of	of	ADP
bracis-28346	159	11	pre	pre	ADJ
bracis-28346	159	12	-	-	ADJ
bracis-28346	159	13	registered	registered	ADJ
bracis-28346	159	14	faces	face	NOUN
bracis-28346	159	15	.	.	PUNCT
bracis-28346	160	1	finally	finally	ADV
bracis-28346	160	2	,	,	PUNCT
bracis-28346	160	3	there	there	PRON
bracis-28346	160	4	is	be	VERB
bracis-28346	160	5	the	the	DET
bracis-28346	160	6	determination	determination	NOUN
bracis-28346	160	7	,	,	PUNCT
bracis-28346	160	8	in	in	ADP
bracis-28346	160	9	which	which	PRON
bracis-28346	160	10	the	the	DET
bracis-28346	160	11	verification	verification	NOUN
bracis-28346	160	12	of	of	ADP
bracis-28346	160	13	the	the	DET
bracis-28346	160	14	analyzed	analyze	VERB
bracis-28346	160	15	face	face	NOUN
bracis-28346	160	16	can	can	AUX
bracis-28346	160	17	occur	occur	VERB
bracis-28346	160	18	[	[	X
bracis-28346	160	19	16	16	NUM
bracis-28346	160	20	]	]	PUNCT
bracis-28346	160	21	.	.	PUNCT
bracis-28346	161	1	from	from	ADP
bracis-28346	161	2	a	a	DET
bracis-28346	161	3	technical	technical	ADJ
bracis-28346	161	4	point	point	NOUN
bracis-28346	161	5	of	of	ADP
bracis-28346	161	6	view	view	NOUN
bracis-28346	161	7	,	,	PUNCT
bracis-28346	161	8	facial	facial	ADJ
bracis-28346	161	9	recognition	recognition	NOUN
bracis-28346	161	10	technology	technology	NOUN
bracis-28346	161	11	(	(	PUNCT
bracis-28346	161	12	frt	frt	NOUN
bracis-28346	161	13	)	)	PUNCT
bracis-28346	161	14	is	be	AUX
bracis-28346	161	15	a	a	DET
bracis-28346	161	16	subcategory	subcategory	NOUN
bracis-28346	161	17	within	within	ADP
bracis-28346	161	18	artificial	artificial	ADJ
bracis-28346	161	19	intelligence	intelligence	NOUN
bracis-28346	161	20	(	(	PUNCT
bracis-28346	161	21	ai	ai	NOUN
bracis-28346	161	22	)	)	PUNCT
bracis-28346	161	23	.	.	PUNCT
bracis-28346	162	1	frt	frt	PROPN
bracis-28346	162	2	is	be	AUX
bracis-28346	162	3	less	less	ADV
bracis-28346	162	4	accurate	accurate	ADJ
bracis-28346	162	5	than	than	ADP
bracis-28346	162	6	,	,	PUNCT
bracis-28346	162	7	for	for	ADP
bracis-28346	162	8	example	example	NOUN
bracis-28346	162	9	,	,	PUNCT
bracis-28346	162	10	fingerprinting	fingerprint	VERB
bracis-28346	162	11	,	,	PUNCT
bracis-28346	162	12	mainly	mainly	ADV
bracis-28346	162	13	when	when	SCONJ
bracis-28346	162	14	used	use	VERB
bracis-28346	162	15	in	in	ADP
bracis-28346	162	16	real	real	ADJ
bracis-28346	162	17	-	-	PUNCT
bracis-28346	162	18	time	time	NOUN
bracis-28346	162	19	or	or	CCONJ
bracis-28346	162	20	in	in	ADP
bracis-28346	162	21	large	large	ADJ
bracis-28346	162	22	databases	database	NOUN
bracis-28346	162	23	[	[	X
bracis-28346	162	24	9	9	NUM
bracis-28346	162	25	]	]	PUNCT
bracis-28346	162	26	.	.	PUNCT
bracis-28346	163	1	several	several	ADJ
bracis-28346	163	2	factors	factor	NOUN
bracis-28346	163	3	influence	influence	VERB
bracis-28346	163	4	the	the	DET
bracis-28346	163	5	probability	probability	NOUN
bracis-28346	163	6	/	/	SYM
bracis-28346	163	7	accuracy	accuracy	NOUN
bracis-28346	163	8	of	of	ADP
bracis-28346	163	9	a	a	DET
bracis-28346	163	10	match	match	NOUN
bracis-28346	163	11	,	,	PUNCT
bracis-28346	163	12	such	such	ADJ
bracis-28346	163	13	as	as	ADP
bracis-28346	163	14	:	:	PUNCT
bracis-28346	163	15	the	the	DET
bracis-28346	163	16	quality	quality	NOUN
bracis-28346	163	17	of	of	ADP
bracis-28346	163	18	image	image	NOUN
bracis-28346	163	19	,	,	PUNCT
bracis-28346	163	20	represented	represent	VERB
bracis-28346	163	21	by	by	ADP
bracis-28346	163	22	the	the	DET
bracis-28346	163	23	physical	physical	ADJ
bracis-28346	163	24	characteristics	characteristic	NOUN
bracis-28346	163	25	,	,	PUNCT
bracis-28346	163	26	external	external	ADJ
bracis-28346	163	27	accessories	accessory	NOUN
bracis-28346	163	28	usage	usage	NOUN
bracis-28346	163	29	,	,	PUNCT
bracis-28346	163	30	equipment	equipment	NOUN
bracis-28346	163	31	and	and	CCONJ
bracis-28346	163	32	format	format	NOUN
bracis-28346	163	33	usage	usage	NOUN
bracis-28346	163	34	,	,	PUNCT
bracis-28346	163	35	and	and	CCONJ
bracis-28346	163	36	environment	environment	NOUN
bracis-28346	163	37	conditions	condition	NOUN
bracis-28346	163	38	;	;	PUNCT
bracis-28346	163	39	quality	quality	NOUN
bracis-28346	163	40	of	of	ADP
bracis-28346	163	41	the	the	DET
bracis-28346	163	42	dataset	dataset	NOUN
bracis-28346	163	43	,	,	PUNCT
bracis-28346	163	44	size	size	NOUN
bracis-28346	163	45	and	and	CCONJ
bracis-28346	163	46	proportion	proportion	NOUN
bracis-28346	163	47	of	of	ADP
bracis-28346	163	48	the	the	DET
bracis-28346	163	49	data	datum	NOUN
bracis-28346	163	50	;	;	PUNCT
bracis-28346	163	51	and	and	CCONJ
bracis-28346	163	52	the	the	DET
bracis-28346	163	53	quality	quality	NOUN
bracis-28346	163	54	of	of	ADP
bracis-28346	163	55	the	the	DET
bracis-28346	163	56	model	model	NOUN
bracis-28346	163	57	by	by	ADP
bracis-28346	163	58	the	the	DET
bracis-28346	163	59	choose	choose	NOUN
bracis-28346	163	60	of	of	ADP
bracis-28346	163	61	threshold	threshold	NOUN
bracis-28346	163	62	,	,	PUNCT
bracis-28346	163	63	parameters	parameter	NOUN
bracis-28346	163	64	,	,	PUNCT
bracis-28346	163	65	and	and	CCONJ
bracis-28346	163	66	fine	fine	ADV
bracis-28346	163	67	-	-	PUNCT
bracis-28346	163	68	tuning	tune	VERB
bracis-28346	163	69	[	[	X
bracis-28346	163	70	20	20	NUM
bracis-28346	163	71	,	,	PUNCT
bracis-28346	163	72	23	23	NUM
bracis-28346	163	73	]	]	PUNCT
bracis-28346	163	74	.	.	PUNCT
bracis-28346	164	1	determining	determine	VERB
bracis-28346	164	2	the	the	DET
bracis-28346	164	3	accuracy	accuracy	NOUN
bracis-28346	164	4	level	level	NOUN
bracis-28346	164	5	of	of	ADP
bracis-28346	164	6	facial	facial	ADJ
bracis-28346	164	7	recognition	recognition	NOUN
bracis-28346	164	8	can	can	AUX
bracis-28346	164	9	be	be	AUX
bracis-28346	164	10	challenging	challenge	VERB
bracis-28346	164	11	and	and	CCONJ
bracis-28346	164	12	result	result	VERB
bracis-28346	164	13	in	in	ADP
bracis-28346	164	14	both	both	DET
bracis-28346	164	15	false	false	ADJ
bracis-28346	164	16	positives	positive	NOUN
bracis-28346	164	17	(	(	PUNCT
bracis-28346	164	18	a	a	DET
bracis-28346	164	19	face	face	NOUN
bracis-28346	164	20	is	be	AUX
bracis-28346	164	21	mistaken	mistaken	ADJ
bracis-28346	164	22	for	for	ADP
bracis-28346	164	23	another	another	PRON
bracis-28346	164	24	in	in	ADP
bracis-28346	164	25	a	a	DET
bracis-28346	164	26	database	database	NOUN
bracis-28346	164	27	where	where	SCONJ
bracis-28346	164	28	it	it	PRON
bracis-28346	164	29	should	should	AUX
bracis-28346	164	30	n’t	not	PART
bracis-28346	164	31	be	be	AUX
bracis-28346	164	32	)	)	PUNCT
bracis-28346	164	33	and	and	CCONJ
bracis-28346	164	34	false	false	ADJ
bracis-28346	164	35	negatives	negative	NOUN
bracis-28346	164	36	(	(	PUNCT
bracis-28346	164	37	a	a	DET
bracis-28346	164	38	face	face	NOUN
bracis-28346	164	39	does	do	AUX
bracis-28346	164	40	n’t	not	PART
bracis-28346	164	41	match	match	VERB
bracis-28346	164	42	in	in	ADP
bracis-28346	164	43	a	a	DET
bracis-28346	164	44	database	database	NOUN
bracis-28346	164	45	in	in	ADP
bracis-28346	164	46	which	which	PRON
bracis-28346	164	47	it	it	PRON
bracis-28346	164	48	should	should	AUX
bracis-28346	164	49	be	be	AUX
bracis-28346	164	50	registered	register	VERB
bracis-28346	164	51	)	)	PUNCT
bracis-28346	164	52	.	.	PUNCT
bracis-28346	165	1	based	base	VERB
bracis-28346	165	2	on	on	ADP
bracis-28346	165	3	machine	machine	NOUN
bracis-28346	165	4	learning	learning	NOUN
bracis-28346	165	5	nature	nature	NOUN
bracis-28346	165	6	,	,	PUNCT
bracis-28346	165	7	the	the	DET
bracis-28346	165	8	algorithms	algorithm	NOUN
bracis-28346	165	9	will	will	AUX
bracis-28346	165	10	never	never	ADV
bracis-28346	165	11	bring	bring	VERB
bracis-28346	165	12	a	a	DET
bracis-28346	165	13	definitive	definitive	ADJ
bracis-28346	165	14	result	result	NOUN
bracis-28346	165	15	,	,	PUNCT
bracis-28346	165	16	only	only	ADV
bracis-28346	165	17	probabilities	probability	NOUN
bracis-28346	165	18	.	.	PUNCT
bracis-28346	166	1	this	this	PRON
bracis-28346	166	2	means	mean	VERB
bracis-28346	166	3	that	that	SCONJ
bracis-28346	166	4	identical	identical	ADJ
bracis-28346	166	5	twins	twin	NOUN
bracis-28346	166	6	can	can	AUX
bracis-28346	166	7	be	be	AUX
bracis-28346	166	8	misidentified	misidentifie	VERB
bracis-28346	166	9	.	.	PUNCT
bracis-28346	167	1	in	in	ADP
bracis-28346	167	2	addition	addition	NOUN
bracis-28346	167	3	,	,	PUNCT
bracis-28346	167	4	cutouts	cutout	NOUN
bracis-28346	167	5	of	of	ADP
bracis-28346	167	6	ethnic	ethnic	ADJ
bracis-28346	167	7	,	,	PUNCT
bracis-28346	167	8	gender	gender	NOUN
bracis-28346	167	9	or	or	CCONJ
bracis-28346	167	10	age	age	NOUN
bracis-28346	167	11	groups	group	NOUN
bracis-28346	167	12	can	can	AUX
bracis-28346	167	13	also	also	ADV
bracis-28346	167	14	generate	generate	VERB
bracis-28346	167	15	false	false	ADJ
bracis-28346	167	16	results	result	NOUN
bracis-28346	167	17	.	.	PUNCT
bracis-28346	168	1	debora	debora	PROPN
bracis-28346	168	2	lupton	lupton	PROPN
bracis-28346	169	1	[	[	X
bracis-28346	169	2	15	15	NUM
bracis-28346	169	3	]	]	PUNCT
bracis-28346	169	4	,	,	PUNCT
bracis-28346	169	5	based	base	VERB
bracis-28346	169	6	on	on	ADP
bracis-28346	169	7	the	the	DET
bracis-28346	169	8	studies	study	NOUN
bracis-28346	169	9	of	of	ADP
bracis-28346	169	10	donna	donna	PROPN
bracis-28346	169	11	haraway	haraway	NOUN
bracis-28346	170	1	[	[	X
bracis-28346	170	2	13	13	NUM
bracis-28346	170	3	]	]	PUNCT
bracis-28346	170	4	and	and	CCONJ
bracis-28346	170	5	annemarie	annemarie	NOUN
bracis-28346	170	6	mol	mol	ADP
bracis-28346	170	7	[	[	X
bracis-28346	170	8	18	18	NUM
bracis-28346	170	9	]	]	PUNCT
bracis-28346	170	10	,	,	PUNCT
bracis-28346	170	11	explains	explain	VERB
bracis-28346	170	12	that	that	SCONJ
bracis-28346	170	13	digital	digital	ADJ
bracis-28346	170	14	data	datum	NOUN
bracis-28346	170	15	is	be	AUX
bracis-28346	170	16	never	never	ADV
bracis-28346	170	17	a	a	DET
bracis-28346	170	18	“	"	PUNCT
bracis-28346	170	19	tabula	tabula	ADJ
bracis-28346	170	20	rasa	rasa	PROPN
bracis-28346	170	21	”	"	PUNCT
bracis-28346	170	22	(	(	PUNCT
bracis-28346	170	23	superficial	superficial	NOUN
bracis-28346	170	24	)	)	PUNCT
bracis-28346	170	25	,	,	PUNCT
bracis-28346	170	26	but	but	CCONJ
bracis-28346	170	27	must	must	AUX
bracis-28346	170	28	be	be	AUX
bracis-28346	170	29	understood	understand	VERB
bracis-28346	170	30	and	and	CCONJ
bracis-28346	170	31	experienced	experience	VERB
bracis-28346	170	32	as	as	ADP
bracis-28346	170	33	something	something	PRON
bracis-28346	170	34	generated	generate	VERB
bracis-28346	170	35	by	by	ADP
bracis-28346	170	36	structures	structure	NOUN
bracis-28346	170	37	,	,	PUNCT
bracis-28346	170	38	through	through	ADP
bracis-28346	170	39	processes	process	NOUN
bracis-28346	170	40	of	of	ADP
bracis-28346	170	41	different	different	ADJ
bracis-28346	170	42	characteristics	characteristic	NOUN
bracis-28346	170	43	,	,	PUNCT
bracis-28346	170	44	but	but	CCONJ
bracis-28346	170	45	above	above	ADP
bracis-28346	170	46	all	all	PRON
bracis-28346	170	47	,	,	PUNCT
bracis-28346	170	48	perhaps	perhaps	ADV
bracis-28346	170	49	,	,	PUNCT
bracis-28346	170	50	social	social	ADJ
bracis-28346	170	51	and	and	CCONJ
bracis-28346	170	52	cultural	cultural	ADJ
bracis-28346	170	53	.	.	PUNCT
bracis-28346	171	1	artificial	artificial	ADJ
bracis-28346	171	2	intelligence	intelligence	NOUN
bracis-28346	171	3	technology	technology	NOUN
bracis-28346	171	4	is	be	AUX
bracis-28346	171	5	not	not	PART
bracis-28346	171	6	created”by	created”by	PROPN
bracis-28346	171	7	itself	itself	PRON
bracis-28346	171	8	”	"	PUNCT
bracis-28346	171	9	,	,	PUNCT
bracis-28346	171	10	nor	nor	CCONJ
bracis-28346	171	11	is	be	AUX
bracis-28346	171	12	it	it	PRON
bracis-28346	171	13	devoid	devoid	ADJ
bracis-28346	171	14	of	of	ADP
bracis-28346	171	15	the	the	DET
bracis-28346	171	16	structural	structural	ADJ
bracis-28346	171	17	constraints	constraint	NOUN
bracis-28346	171	18	that	that	PRON
bracis-28346	171	19	shape	shape	VERB
bracis-28346	171	20	it	it	PRON
bracis-28346	171	21	.	.	PUNCT
bracis-28346	172	1	it	it	PRON
bracis-28346	172	2	was	be	AUX
bracis-28346	172	3	found	find	VERB
bracis-28346	172	4	that	that	SCONJ
bracis-28346	172	5	,	,	PUNCT
bracis-28346	172	6	on	on	ADP
bracis-28346	172	7	average	average	ADJ
bracis-28346	172	8	,	,	PUNCT
bracis-28346	172	9	only	only	ADV
bracis-28346	172	10	10	10	NUM
bracis-28346	172	11	to	to	PART
bracis-28346	172	12	20	20	NUM
bracis-28346	172	13	%	%	NOUN
bracis-28346	172	14	of	of	ADP
bracis-28346	172	15	the	the	DET
bracis-28346	172	16	group	group	NOUN
bracis-28346	172	17	responsible	responsible	ADJ
bracis-28346	172	18	for	for	ADP
bracis-28346	172	19	developing	develop	VERB
bracis-28346	172	20	artificial	artificial	ADJ
bracis-28346	172	21	intelligence	intelligence	NOUN
bracis-28346	172	22	technologies	technology	NOUN
bracis-28346	172	23	is	be	AUX
bracis-28346	172	24	made	make	VERB
bracis-28346	172	25	up	up	ADP
bracis-28346	172	26	of	of	ADP
bracis-28346	172	27	women	woman	NOUN
bracis-28346	172	28	[	[	X
bracis-28346	172	29	25]—the	25]—the	DET
bracis-28346	172	30	data	datum	NOUN
bracis-28346	172	31	refer	refer	VERB
bracis-28346	172	32	to	to	ADP
bracis-28346	172	33	the	the	DET
bracis-28346	172	34	largest	large	ADJ
bracis-28346	172	35	technology	technology	NOUN
bracis-28346	172	36	companies	company	NOUN
bracis-28346	172	37	in	in	ADP
bracis-28346	172	38	the	the	DET
bracis-28346	172	39	usa	usa	PROPN
bracis-28346	172	40	,	,	PUNCT
bracis-28346	172	41	a	a	DET
bracis-28346	172	42	global	global	ADJ
bracis-28346	172	43	hub	hub	NOUN
bracis-28346	172	44	in	in	ADP
bracis-28346	172	45	the	the	DET
bracis-28346	172	46	development	development	NOUN
bracis-28346	172	47	of	of	ADP
bracis-28346	172	48	this	this	DET
bracis-28346	172	49	field	field	NOUN
bracis-28346	172	50	.	.	PUNCT
bracis-28346	173	1	thus	thus	ADV
bracis-28346	173	2	,	,	PUNCT
bracis-28346	173	3	darker	dark	ADJ
bracis-28346	173	4	people	people	NOUN
bracis-28346	173	5	,	,	PUNCT
bracis-28346	173	6	ethnic	ethnic	ADJ
bracis-28346	173	7	groups	group	NOUN
bracis-28346	173	8	,	,	PUNCT
bracis-28346	173	9	women	woman	NOUN
bracis-28346	173	10	,	,	PUNCT
bracis-28346	173	11	transgender	transgender	NOUN
bracis-28346	173	12	people	people	NOUN
bracis-28346	173	13	and	and	CCONJ
bracis-28346	173	14	people	people	NOUN
bracis-28346	173	15	with	with	ADP
bracis-28346	173	16	physical	physical	ADJ
bracis-28346	173	17	disabilities	disability	NOUN
bracis-28346	173	18	are	be	AUX
bracis-28346	173	19	more	more	ADV
bracis-28346	173	20	likely	likely	ADJ
bracis-28346	173	21	to	to	PART
bracis-28346	173	22	incur	incur	VERB
bracis-28346	173	23	false	false	ADJ
bracis-28346	173	24	negatives	negative	NOUN
bracis-28346	173	25	or	or	CCONJ
bracis-28346	173	26	positives	positive	NOUN
bracis-28346	173	27	due	due	ADP
bracis-28346	173	28	to	to	ADP
bracis-28346	173	29	less	less	ADV
bracis-28346	173	30	inaccuracy	inaccuracy	ADJ
bracis-28346	173	31	than	than	ADP
bracis-28346	173	32	other	other	ADJ
bracis-28346	173	33	technologies	technology	NOUN
bracis-28346	173	34	(	(	PUNCT
bracis-28346	173	35	fingerprinting	fingerprinting	NOUN
bracis-28346	173	36	)	)	PUNCT
bracis-28346	173	37	and	and	CCONJ
bracis-28346	173	38	the	the	DET
bracis-28346	173	39	low	low	ADJ
bracis-28346	173	40	diversification	diversification	NOUN
bracis-28346	173	41	of	of	ADP
bracis-28346	173	42	facial	facial	ADJ
bracis-28346	173	43	databases	database	NOUN
bracis-28346	173	44	.	.	PUNCT
bracis-28346	174	1	furthermore	furthermore	ADV
bracis-28346	174	2	,	,	PUNCT
bracis-28346	174	3	the	the	DET
bracis-28346	174	4	quality	quality	NOUN
bracis-28346	174	5	of	of	ADP
bracis-28346	174	6	facial	facial	ADJ
bracis-28346	174	7	recognition	recognition	NOUN
bracis-28346	174	8	(	(	PUNCT
bracis-28346	174	9	fr	fr	NOUN
bracis-28346	174	10	)	)	PUNCT
bracis-28346	174	11	models	model	NOUN
bracis-28346	174	12	can	can	AUX
bracis-28346	174	13	be	be	AUX
bracis-28346	174	14	measured	measure	VERB
bracis-28346	174	15	by	by	ADP
bracis-28346	174	16	their	their	PRON
bracis-28346	174	17	error	error	NOUN
bracis-28346	174	18	rate	rate	NOUN
bracis-28346	174	19	,	,	PUNCT
bracis-28346	174	20	that	that	ADV
bracis-28346	174	21	is	is	ADV
bracis-28346	174	22	,	,	PUNCT
bracis-28346	174	23	the	the	DET
bracis-28346	174	24	number	number	NOUN
bracis-28346	174	25	of	of	ADP
bracis-28346	174	26	times	time	NOUN
bracis-28346	174	27	such	such	ADJ
bracis-28346	174	28	models	model	NOUN
bracis-28346	174	29	fail	fail	VERB
bracis-28346	174	30	to	to	PART
bracis-28346	174	31	compare	compare	VERB
bracis-28346	174	32	images	image	NOUN
bracis-28346	174	33	of	of	ADP
bracis-28346	174	34	person	person	NOUN
bracis-28346	174	35	’s	’s	PART
bracis-28346	174	36	face	face	NOUN
bracis-28346	174	37	.	.	PUNCT
bracis-28346	175	1	known	know	VERB
bracis-28346	175	2	technically	technically	ADV
bracis-28346	175	3	as	as	ADP
bracis-28346	175	4	false	false	ADJ
bracis-28346	175	5	non	non	ADJ
bracis-28346	175	6	-	-	ADJ
bracis-28346	175	7	match	match	ADJ
bracis-28346	175	8	rate	rate	NOUN
bracis-28346	175	9	,	,	PUNCT
bracis-28346	175	10	the	the	DET
bracis-28346	175	11	error	error	NOUN
bracis-28346	175	12	rate	rate	NOUN
bracis-28346	175	13	varies	vary	VERB
bracis-28346	175	14	according	accord	VERB
bracis-28346	175	15	to	to	ADP
bracis-28346	175	16	the	the	DET
bracis-28346	175	17	types	type	NOUN
bracis-28346	175	18	of	of	ADP
bracis-28346	175	19	images	image	NOUN
bracis-28346	175	20	presented	present	VERB
bracis-28346	175	21	to	to	ADP
bracis-28346	175	22	fr	fr	PROPN
bracis-28346	175	23	algorithms	algorithm	NOUN
bracis-28346	175	24	.	.	PUNCT
bracis-28346	176	1	it	it	PRON
bracis-28346	176	2	tends	tend	VERB
bracis-28346	176	3	to	to	PART
bracis-28346	176	4	be	be	AUX
bracis-28346	176	5	smaller	small	ADJ
bracis-28346	176	6	when	when	SCONJ
bracis-28346	176	7	the	the	DET
bracis-28346	176	8	comparison	comparison	NOUN
bracis-28346	176	9	is	be	AUX
bracis-28346	176	10	based	base	VERB
bracis-28346	176	11	on	on	ADP
bracis-28346	176	12	images	image	NOUN
bracis-28346	176	13	taken	take	VERB
bracis-28346	176	14	in	in	ADP
bracis-28346	176	15	controlled	control	VERB
bracis-28346	176	16	environments	environment	NOUN
bracis-28346	176	17	,	,	PUNCT
bracis-28346	176	18	where	where	SCONJ
bracis-28346	176	19	variables	variable	NOUN
bracis-28346	176	20	such	such	ADJ
bracis-28346	176	21	as	as	ADP
bracis-28346	176	22	the	the	DET
bracis-28346	176	23	position	position	NOUN
bracis-28346	176	24	of	of	ADP
bracis-28346	176	25	the	the	DET
bracis-28346	176	26	face	face	NOUN
bracis-28346	176	27	and	and	CCONJ
bracis-28346	176	28	the	the	DET
bracis-28346	176	29	incidence	incidence	NOUN
bracis-28346	176	30	of	of	ADP
bracis-28346	176	31	light	light	NOUN
bracis-28346	176	32	can	can	AUX
bracis-28346	176	33	be	be	AUX
bracis-28346	176	34	manipulated	manipulate	VERB
bracis-28346	176	35	.	.	PUNCT
bracis-28346	177	1	international	international	ADJ
bracis-28346	177	2	visa	visa	NOUN
bracis-28346	177	3	photos	photo	NOUN
bracis-28346	177	4	are	be	AUX
bracis-28346	177	5	an	an	DET
bracis-28346	177	6	example	example	NOUN
bracis-28346	177	7	of	of	ADP
bracis-28346	177	8	this	this	DET
bracis-28346	177	9	type	type	NOUN
bracis-28346	177	10	of	of	ADP
bracis-28346	177	11	image	image	NOUN
bracis-28346	177	12	.	.	PUNCT
bracis-28346	178	1	compared	compare	VERB
bracis-28346	178	2	to	to	ADP
bracis-28346	178	3	images	image	NOUN
bracis-28346	178	4	obtained	obtain	VERB
bracis-28346	178	5	in	in	ADP
bracis-28346	178	6	real	real	ADJ
bracis-28346	178	7	situations	situation	NOUN
bracis-28346	178	8	,	,	PUNCT
bracis-28346	178	9	the	the	DET
bracis-28346	178	10	error	error	NOUN
bracis-28346	178	11	rate	rate	NOUN
bracis-28346	178	12	of	of	ADP
bracis-28346	178	13	fr	fr	PROPN
bracis-28346	178	14	systems	system	NOUN
bracis-28346	178	15	tends	tend	VERB
bracis-28346	178	16	to	to	PART
bracis-28346	178	17	be	be	AUX
bracis-28346	178	18	higher	high	ADJ
bracis-28346	178	19	.	.	PUNCT
bracis-28346	179	1	in	in	ADP
bracis-28346	179	2	this	this	DET
bracis-28346	179	3	context	context	NOUN
bracis-28346	179	4	,	,	PUNCT
bracis-28346	179	5	it	it	PRON
bracis-28346	179	6	is	be	AUX
bracis-28346	179	7	worth	worth	ADJ
bracis-28346	179	8	mentioning	mention	VERB
bracis-28346	179	9	that	that	PRON
bracis-28346	179	10	,	,	PUNCT
bracis-28346	179	11	“	"	PUNCT
bracis-28346	179	12	as	as	ADP
bracis-28346	179	13	of	of	ADP
bracis-28346	179	14	2022	2022	NUM
bracis-28346	179	15	,	,	PUNCT
bracis-28346	179	16	the	the	DET
bracis-28346	179	17	top	top	ADV
bracis-28346	179	18	-	-	PUNCT
bracis-28346	179	19	performing	perform	VERB
bracis-28346	179	20	models	model	NOUN
bracis-28346	179	21	on	on	ADP
bracis-28346	179	22	all	all	PRON
bracis-28346	179	23	of	of	ADP
bracis-28346	179	24	the	the	DET
bracis-28346	179	25	[	[	X
bracis-28346	179	26	.	.	PUNCT
bracis-28346	179	27	.	.	PUNCT
bracis-28346	179	28	.	.	PUNCT
bracis-28346	179	29	]	]	PUNCT
bracis-28346	180	1	datasets	dataset	NOUN
bracis-28346	180	2	[	[	PUNCT
bracis-28346	180	3	that	that	PRON
bracis-28346	180	4	integrate	integrate	VERB
bracis-28346	180	5	the	the	DET
bracis-28346	180	6	national	national	PROPN
bracis-28346	180	7	institute	institute	PROPN
bracis-28346	180	8	of	of	ADP
bracis-28346	180	9	standards	standard	NOUN
bracis-28346	180	10	and	and	CCONJ
bracis-28346	180	11	technology	technology	NOUN
bracis-28346	180	12	(	(	PUNCT
bracis-28346	180	13	nist	nist	NOUN
bracis-28346	180	14	)	)	PUNCT
bracis-28346	180	15	’s	’s	PART
bracis-28346	180	16	face	face	NOUN
bracis-28346	180	17	recognition	recognition	NOUN
bracis-28346	180	18	vendor	vendor	NOUN
bracis-28346	180	19	test	test	VERB
bracis-28346	180	20	]	]	PUNCT
bracis-28346	180	21	,	,	PUNCT
bracis-28346	180	22	with	with	ADP
bracis-28346	180	23	the	the	DET
bracis-28346	180	24	exception	exception	NOUN
bracis-28346	180	25	of	of	ADP
bracis-28346	180	26	wild	wild	ADJ
bracis-28346	180	27	photos	photo	NOUN
bracis-28346	180	28	,	,	PUNCT
bracis-28346	180	29	each	each	PRON
bracis-28346	180	30	posted	post	VERB
bracis-28346	180	31	an	an	DET
bracis-28346	180	32	error	error	NOUN
bracis-28346	180	33	rate	rate	NOUN
bracis-28346	180	34	below	below	ADP
bracis-28346	180	35	1	1	NUM
bracis-28346	180	36	%	%	NOUN
bracis-28346	180	37	,	,	PUNCT
bracis-28346	180	38	and	and	CCONJ
bracis-28346	180	39	as	as	ADV
bracis-28346	180	40	low	low	ADJ
bracis-28346	180	41	as	as	ADP
bracis-28346	180	42	a	a	DET
bracis-28346	180	43	0.06	0.06	NUM
bracis-28346	180	44	%	%	NOUN
bracis-28346	180	45	error	error	NOUN
bracis-28346	180	46	rate	rate	NOUN
bracis-28346	180	47	on	on	ADP
bracis-28346	180	48	the	the	DET
bracis-28346	180	49	visa	visa	NOUN
bracis-28346	180	50	photos	photo	NOUN
bracis-28346	180	51	dataset	dataset	VERB
bracis-28346	180	52	”	"	PUNCT
bracis-28346	181	1	[	[	X
bracis-28346	181	2	17	17	NUM
bracis-28346	181	3	]	]	PUNCT
bracis-28346	181	4	.	.	PUNCT
bracis-28346	182	1	in	in	ADP
bracis-28346	182	2	this	this	DET
bracis-28346	182	3	way	way	NOUN
bracis-28346	182	4	,	,	PUNCT
bracis-28346	182	5	the	the	DET
bracis-28346	182	6	justification	justification	NOUN
bracis-28346	182	7	given	give	VERB
bracis-28346	182	8	by	by	ADP
bracis-28346	182	9	the	the	DET
bracis-28346	182	10	judge	judge	NOUN
bracis-28346	182	11	rapporteur	rapporteur	NOUN
bracis-28346	182	12	for	for	ADP
bracis-28346	182	13	recognizing	recognize	VERB
bracis-28346	182	14	the	the	DET
bracis-28346	182	15	validity	validity	NOUN
bracis-28346	182	16	of	of	ADP
bracis-28346	182	17	the	the	DET
bracis-28346	182	18	frt	frt	NOUN
bracis-28346	182	19	is	be	AUX
bracis-28346	182	20	highly	highly	ADV
bracis-28346	182	21	generic	generic	ADJ
bracis-28346	182	22	and	and	CCONJ
bracis-28346	182	23	devoid	devoid	ADJ
bracis-28346	182	24	of	of	ADP
bracis-28346	182	25	foundation	foundation	NOUN
bracis-28346	182	26	.	.	PUNCT
bracis-28346	183	1	faking	fake	VERB
bracis-28346	183	2	the	the	DET
bracis-28346	183	3	frt	frt	NOUN
bracis-28346	183	4	does	do	AUX
bracis-28346	183	5	not	not	PART
bracis-28346	183	6	necessarily	necessarily	ADV
bracis-28346	183	7	require	require	VERB
bracis-28346	183	8	more	more	ADV
bracis-28346	183	9	sophisticated	sophisticated	ADJ
bracis-28346	183	10	fraud	fraud	NOUN
bracis-28346	183	11	,	,	PUNCT
bracis-28346	183	12	and	and	CCONJ
bracis-28346	183	13	automatic	automatic	ADJ
bracis-28346	183	14	erroneous	erroneous	ADJ
bracis-28346	183	15	matching	matching	NOUN
bracis-28346	183	16	may	may	AUX
bracis-28346	183	17	occur	occur	VERB
bracis-28346	183	18	depending	depend	VERB
bracis-28346	183	19	on	on	ADP
bracis-28346	183	20	the	the	DET
bracis-28346	183	21	accuracy	accuracy	NOUN
bracis-28346	183	22	level	level	NOUN
bracis-28346	183	23	of	of	ADP
bracis-28346	183	24	a	a	DET
bracis-28346	183	25	specific	specific	ADJ
bracis-28346	183	26	recognition	recognition	NOUN
bracis-28346	183	27	system	system	NOUN
bracis-28346	183	28	.	.	PUNCT
bracis-28346	184	1	not	not	PART
bracis-28346	184	2	limited	limit	VERB
bracis-28346	184	3	to	to	ADP
bracis-28346	184	4	occasional	occasional	ADJ
bracis-28346	184	5	errors	error	NOUN
bracis-28346	184	6	,	,	PUNCT
bracis-28346	184	7	like	like	ADP
bracis-28346	184	8	any	any	DET
bracis-28346	184	9	other	other	ADJ
bracis-28346	184	10	computational	computational	ADJ
bracis-28346	184	11	technologies	technology	NOUN
bracis-28346	184	12	,	,	PUNCT
bracis-28346	184	13	biometric	biometric	ADJ
bracis-28346	184	14	data	datum	NOUN
bracis-28346	184	15	is	be	AUX
bracis-28346	184	16	also	also	ADV
bracis-28346	184	17	at	at	ADP
bracis-28346	184	18	risk	risk	NOUN
bracis-28346	184	19	of	of	ADP
bracis-28346	184	20	violation	violation	NOUN
bracis-28346	184	21	and	and	CCONJ
bracis-28346	184	22	misuse	misuse	NOUN
bracis-28346	184	23	,	,	PUNCT
bracis-28346	184	24	either	either	CCONJ
bracis-28346	184	25	by	by	ADP
bracis-28346	184	26	outsiders	outsider	NOUN
bracis-28346	184	27	(	(	PUNCT
bracis-28346	184	28	hackers	hacker	NOUN
bracis-28346	184	29	)	)	PUNCT
bracis-28346	184	30	or	or	CCONJ
bracis-28346	184	31	insiders	insider	NOUN
bracis-28346	184	32	,	,	PUNCT
bracis-28346	184	33	employees	employee	NOUN
bracis-28346	184	34	who	who	PRON
bracis-28346	184	35	may	may	AUX
bracis-28346	184	36	use	use	VERB
bracis-28346	184	37	the	the	DET
bracis-28346	184	38	pre	pre	ADJ
bracis-28346	184	39	-	-	ADJ
bracis-28346	184	40	collected	collected	ADJ
bracis-28346	184	41	data	datum	NOUN
bracis-28346	184	42	for	for	ADP
bracis-28346	184	43	their	their	PRON
bracis-28346	184	44	own	own	ADJ
bracis-28346	184	45	use	use	NOUN
bracis-28346	184	46	[	[	X
bracis-28346	184	47	5	5	NUM
bracis-28346	184	48	]	]	PUNCT
bracis-28346	184	49	.	.	PUNCT
bracis-28346	185	1	an	an	DET
bracis-28346	185	2	example	example	NOUN
bracis-28346	185	3	of	of	ADP
bracis-28346	185	4	insiders	insider	NOUN
bracis-28346	185	5	is	be	AUX
bracis-28346	185	6	the	the	DET
bracis-28346	185	7	banking	banking	NOUN
bracis-28346	185	8	correspondents	correspondent	NOUN
bracis-28346	185	9	of	of	ADP
bracis-28346	185	10	payroll	payroll	NOUN
bracis-28346	185	11	loans	loan	NOUN
bracis-28346	185	12	,	,	PUNCT
bracis-28346	185	13	which	which	PRON
bracis-28346	185	14	can	can	AUX
bracis-28346	185	15	improperly	improperly	ADV
bracis-28346	185	16	renew	renew	VERB
bracis-28346	185	17	the	the	DET
bracis-28346	185	18	loans	loan	NOUN
bracis-28346	185	19	or	or	CCONJ
bracis-28346	185	20	activate	activate	VERB
bracis-28346	185	21	them	they	PRON
bracis-28346	185	22	without	without	ADP
bracis-28346	185	23	the	the	DET
bracis-28346	185	24	consumer	consumer	NOUN
bracis-28346	185	25	’s	’s	PART
bracis-28346	185	26	authorization	authorization	NOUN
bracis-28346	185	27	,	,	PUNCT
bracis-28346	185	28	or	or	CCONJ
bracis-28346	185	29	even	even	ADV
bracis-28346	185	30	the	the	DET
bracis-28346	185	31	bank	bank	NOUN
bracis-28346	185	32	attendants	attendant	VERB
bracis-28346	185	33	themselves	themselves	PRON
bracis-28346	185	34	who	who	PRON
bracis-28346	185	35	use	use	VERB
bracis-28346	185	36	the	the	DET
bracis-28346	185	37	wide	wide	ADJ
bracis-28346	185	38	range	range	NOUN
bracis-28346	185	39	of	of	ADP
bracis-28346	185	40	personal	personal	ADJ
bracis-28346	185	41	data	datum	NOUN
bracis-28346	185	42	of	of	ADP
bracis-28346	185	43	consumers	consumer	NOUN
bracis-28346	185	44	stored	store	VERB
bracis-28346	185	45	by	by	ADP
bracis-28346	185	46	the	the	DET
bracis-28346	185	47	institution	institution	NOUN
bracis-28346	185	48	to	to	PART
bracis-28346	185	49	defraud	defraud	VERB
bracis-28346	185	50	loans	loan	NOUN
bracis-28346	185	51	.	.	PUNCT
bracis-28346	186	1	in	in	ADP
bracis-28346	186	2	brazil	brazil	PROPN
bracis-28346	186	3	,	,	PUNCT
bracis-28346	186	4	studies	study	NOUN
bracis-28346	186	5	such	such	ADJ
bracis-28346	186	6	as	as	ADP
bracis-28346	186	7	the	the	DET
bracis-28346	186	8	one	one	NUM
bracis-28346	186	9	by	by	ADP
bracis-28346	186	10	nist	nist	NOUN
bracis-28346	186	11	are	be	AUX
bracis-28346	186	12	lacking	lack	VERB
bracis-28346	186	13	.	.	PUNCT
bracis-28346	187	1	therefore	therefore	ADV
bracis-28346	187	2	,	,	PUNCT
bracis-28346	187	3	we	we	PRON
bracis-28346	187	4	need	need	VERB
bracis-28346	187	5	to	to	PART
bracis-28346	187	6	find	find	VERB
bracis-28346	187	7	out	out	ADP
bracis-28346	187	8	what	what	PRON
bracis-28346	187	9	are	be	AUX
bracis-28346	187	10	,	,	PUNCT
bracis-28346	187	11	in	in	ADP
bracis-28346	187	12	general	general	ADJ
bracis-28346	187	13	,	,	PUNCT
bracis-28346	187	14	the	the	DET
bracis-28346	187	15	error	error	NOUN
bracis-28346	187	16	rates	rate	NOUN
bracis-28346	187	17	of	of	ADP
bracis-28346	187	18	the	the	DET
bracis-28346	187	19	systems	system	NOUN
bracis-28346	187	20	used	use	VERB
bracis-28346	187	21	in	in	ADP
bracis-28346	187	22	the	the	DET
bracis-28346	187	23	country	country	NOUN
bracis-28346	187	24	.	.	PUNCT
bracis-28346	188	1	for	for	ADP
bracis-28346	188	2	this	this	DET
bracis-28346	188	3	reason	reason	NOUN
bracis-28346	188	4	,	,	PUNCT
bracis-28346	188	5	brazilian	brazilian	ADJ
bracis-28346	188	6	banks	bank	NOUN
bracis-28346	188	7	must	must	AUX
bracis-28346	188	8	be	be	AUX
bracis-28346	188	9	able	able	ADJ
bracis-28346	188	10	not	not	PART
bracis-28346	188	11	only	only	ADV
bracis-28346	188	12	to	to	PART
bracis-28346	188	13	inform	inform	VERB
bracis-28346	188	14	the	the	DET
bracis-28346	188	15	public	public	NOUN
bracis-28346	188	16	about	about	ADP
bracis-28346	188	17	the	the	DET
bracis-28346	188	18	error	error	NOUN
bracis-28346	188	19	rates	rate	NOUN
bracis-28346	188	20	of	of	ADP
bracis-28346	188	21	the	the	DET
bracis-28346	188	22	systems	system	NOUN
bracis-28346	188	23	they	they	PRON
bracis-28346	188	24	develop	develop	VERB
bracis-28346	188	25	and	and	CCONJ
bracis-28346	188	26	use	use	VERB
bracis-28346	188	27	,	,	PUNCT
bracis-28346	188	28	but	but	CCONJ
bracis-28346	188	29	also	also	ADV
bracis-28346	188	30	whether	whether	SCONJ
bracis-28346	188	31	they	they	PRON
bracis-28346	188	32	are	be	AUX
bracis-28346	188	33	as	as	ADV
bracis-28346	188	34	low	low	ADJ
bracis-28346	188	35	as	as	ADP
bracis-28346	188	36	those	those	PRON
bracis-28346	188	37	identified	identify	VERB
bracis-28346	188	38	by	by	ADP
bracis-28346	188	39	the	the	DET
bracis-28346	188	40	us	us	PROPN
bracis-28346	188	41	agency	agency	NOUN
bracis-28346	188	42	.	.	PUNCT
bracis-28346	189	1	brazilian	brazilian	ADJ
bracis-28346	189	2	banks	bank	NOUN
bracis-28346	189	3	must	must	AUX
bracis-28346	189	4	also	also	ADV
bracis-28346	189	5	be	be	AUX
bracis-28346	189	6	able	able	ADJ
bracis-28346	189	7	to	to	PART
bracis-28346	189	8	inform	inform	VERB
bracis-28346	189	9	if	if	SCONJ
bracis-28346	189	10	the	the	DET
bracis-28346	189	11	error	error	NOUN
bracis-28346	189	12	rates	rate	NOUN
bracis-28346	189	13	of	of	ADP
bracis-28346	189	14	their	their	PRON
bracis-28346	189	15	systems	system	NOUN
bracis-28346	189	16	are	be	AUX
bracis-28346	189	17	equally	equally	ADV
bracis-28346	189	18	distributed	distribute	VERB
bracis-28346	189	19	among	among	ADP
bracis-28346	189	20	different	different	ADJ
bracis-28346	189	21	social	social	ADJ
bracis-28346	189	22	groups	group	NOUN
bracis-28346	189	23	or	or	CCONJ
bracis-28346	189	24	if	if	SCONJ
bracis-28346	189	25	they	they	PRON
bracis-28346	189	26	are	be	AUX
bracis-28346	189	27	concentrated	concentrate	VERB
bracis-28346	189	28	in	in	ADP
bracis-28346	189	29	specific	specific	ADJ
bracis-28346	189	30	ones	one	NOUN
bracis-28346	189	31	.	.	PUNCT
bracis-28346	190	1	this	this	DET
bracis-28346	190	2	requirement	requirement	NOUN
bracis-28346	190	3	is	be	AUX
bracis-28346	190	4	necessary	necessary	ADJ
bracis-28346	190	5	because	because	SCONJ
bracis-28346	190	6	recent	recent	ADJ
bracis-28346	190	7	studies	study	NOUN
bracis-28346	190	8	have	have	AUX
bracis-28346	190	9	shown	show	VERB
bracis-28346	190	10	that	that	SCONJ
bracis-28346	190	11	different	different	ADJ
bracis-28346	190	12	fr	fr	PROPN
bracis-28346	190	13	systems	system	NOUN
bracis-28346	190	14	make	make	VERB
bracis-28346	190	15	more	more	ADJ
bracis-28346	190	16	errors	error	NOUN
bracis-28346	190	17	when	when	SCONJ
bracis-28346	190	18	confronted	confront	VERB
bracis-28346	190	19	with	with	ADP
bracis-28346	190	20	the	the	DET
bracis-28346	190	21	faces	face	NOUN
bracis-28346	190	22	of	of	ADP
bracis-28346	190	23	non	non	ADJ
bracis-28346	190	24	-	-	ADJ
bracis-28346	190	25	white	white	ADJ
bracis-28346	190	26	people	people	NOUN
bracis-28346	191	1	[	[	X
bracis-28346	191	2	2	2	NUM
bracis-28346	191	3	,	,	PUNCT
bracis-28346	191	4	12	12	NUM
bracis-28346	191	5	,	,	PUNCT
bracis-28346	191	6	24	24	NUM
bracis-28346	191	7	]	]	PUNCT
bracis-28346	191	8	.	.	PUNCT
bracis-28346	192	1	finally	finally	ADV
bracis-28346	192	2	,	,	PUNCT
bracis-28346	192	3	and	and	CCONJ
bracis-28346	192	4	most	most	ADV
bracis-28346	192	5	importantly	importantly	ADV
bracis-28346	192	6	,	,	PUNCT
bracis-28346	192	7	any	any	DET
bracis-28346	192	8	institution	institution	NOUN
bracis-28346	192	9	that	that	PRON
bracis-28346	192	10	decides	decide	VERB
bracis-28346	192	11	to	to	PART
bracis-28346	192	12	use	use	VERB
bracis-28346	192	13	fr	fr	ADJ
bracis-28346	192	14	systems	system	NOUN
bracis-28346	192	15	must	must	AUX
bracis-28346	192	16	have	have	VERB
bracis-28346	192	17	clear	clear	ADJ
bracis-28346	192	18	protocols	protocol	NOUN
bracis-28346	192	19	for	for	ADP
bracis-28346	192	20	using	use	VERB
bracis-28346	192	21	the	the	DET
bracis-28346	192	22	outputs	output	NOUN
bracis-28346	192	23	generated	generate	VERB
bracis-28346	192	24	by	by	ADP
bracis-28346	192	25	the	the	DET
bracis-28346	192	26	technology	technology	NOUN
bracis-28346	192	27	.	.	PUNCT
bracis-28346	193	1	in	in	ADP
bracis-28346	193	2	the	the	DET
bracis-28346	193	3	case	case	NOUN
bracis-28346	193	4	of	of	ADP
bracis-28346	193	5	taking	take	VERB
bracis-28346	193	6	out	out	ADP
bracis-28346	193	7	credit	credit	NOUN
bracis-28346	193	8	,	,	PUNCT
bracis-28346	193	9	for	for	ADP
bracis-28346	193	10	example	example	NOUN
bracis-28346	193	11	,	,	PUNCT
bracis-28346	193	12	banks	bank	NOUN
bracis-28346	193	13	should	should	AUX
bracis-28346	193	14	investigate	investigate	VERB
bracis-28346	193	15	with	with	ADP
bracis-28346	193	16	users	user	NOUN
bracis-28346	193	17	whether	whether	SCONJ
bracis-28346	193	18	they	they	PRON
bracis-28346	193	19	are	be	AUX
bracis-28346	193	20	aware	aware	ADJ
bracis-28346	193	21	that	that	SCONJ
bracis-28346	193	22	automated	automate	VERB
bracis-28346	193	23	facial	facial	ADJ
bracis-28346	193	24	recognition	recognition	NOUN
bracis-28346	193	25	is	be	AUX
bracis-28346	193	26	a	a	DET
bracis-28346	193	27	crucial	crucial	ADJ
bracis-28346	193	28	step	step	NOUN
bracis-28346	193	29	in	in	ADP
bracis-28346	193	30	the	the	DET
bracis-28346	193	31	process	process	NOUN
bracis-28346	193	32	.	.	PUNCT
bracis-28346	194	1	4	4	NUM
bracis-28346	194	2	conclusions	conclusion	NOUN
bracis-28346	194	3	and	and	CCONJ
bracis-28346	194	4	 	 	SPACE
bracis-28346	194	5	future	future	ADJ
bracis-28346	194	6	work	work	NOUN
bracis-28346	194	7	in	in	ADP
bracis-28346	194	8	the	the	DET
bracis-28346	194	9	context	context	NOUN
bracis-28346	194	10	of	of	ADP
bracis-28346	194	11	payroll	payroll	NOUN
bracis-28346	194	12	loans	loan	NOUN
bracis-28346	194	13	,	,	PUNCT
bracis-28346	194	14	it	it	PRON
bracis-28346	194	15	is	be	AUX
bracis-28346	194	16	clear	clear	ADJ
bracis-28346	194	17	that	that	SCONJ
bracis-28346	194	18	the	the	DET
bracis-28346	194	19	motivation	motivation	NOUN
bracis-28346	194	20	and	and	CCONJ
bracis-28346	194	21	grounds	ground	NOUN
bracis-28346	194	22	for	for	ADP
bracis-28346	194	23	decisions	decision	NOUN
bracis-28346	194	24	are	be	AUX
bracis-28346	194	25	very	very	ADV
bracis-28346	194	26	generic	generic	ADJ
bracis-28346	194	27	,	,	PUNCT
bracis-28346	194	28	incomplete	incomplete	ADJ
bracis-28346	194	29	or	or	CCONJ
bracis-28346	194	30	even	even	ADV
bracis-28346	194	31	erroneous	erroneous	ADJ
bracis-28346	194	32	.	.	PUNCT
bracis-28346	195	1	the	the	DET
bracis-28346	195	2	fact	fact	NOUN
bracis-28346	195	3	that	that	SCONJ
bracis-28346	195	4	the	the	DET
bracis-28346	195	5	judge	judge	NOUN
bracis-28346	195	6	uses	use	VERB
bracis-28346	195	7	facial	facial	ADJ
bracis-28346	195	8	recognition	recognition	NOUN
bracis-28346	195	9	as	as	ADP
bracis-28346	195	10	an	an	DET
bracis-28346	195	11	infallible	infallible	ADJ
bracis-28346	195	12	means	mean	NOUN
bracis-28346	195	13	of	of	ADP
bracis-28346	195	14	proof	proof	NOUN
bracis-28346	195	15	of	of	ADP
bracis-28346	195	16	hiring	hire	VERB
bracis-28346	195	17	is	be	AUX
bracis-28346	195	18	wrong	wrong	ADJ
bracis-28346	195	19	,	,	PUNCT
bracis-28346	195	20	since	since	SCONJ
bracis-28346	195	21	in	in	ADP
bracis-28346	195	22	addition	addition	NOUN
bracis-28346	195	23	to	to	ADP
bracis-28346	195	24	several	several	ADJ
bracis-28346	195	25	factors	factor	NOUN
bracis-28346	195	26	influencing	influence	VERB
bracis-28346	195	27	its	its	PRON
bracis-28346	195	28	accuracy	accuracy	NOUN
bracis-28346	195	29	,	,	PUNCT
bracis-28346	195	30	the	the	DET
bracis-28346	195	31	algorithms	algorithm	NOUN
bracis-28346	195	32	do	do	AUX
bracis-28346	195	33	not	not	PART
bracis-28346	195	34	bring	bring	VERB
bracis-28346	195	35	a	a	DET
bracis-28346	195	36	definitive	definitive	ADJ
bracis-28346	195	37	result	result	NOUN
bracis-28346	195	38	,	,	PUNCT
bracis-28346	195	39	based	base	VERB
bracis-28346	195	40	on	on	ADP
bracis-28346	195	41	alternative	alternative	ADJ
bracis-28346	195	42	solutions	solution	NOUN
bracis-28346	195	43	for	for	ADP
bracis-28346	195	44	situations	situation	NOUN
bracis-28346	195	45	that	that	PRON
bracis-28346	195	46	do	do	AUX
bracis-28346	195	47	not	not	PART
bracis-28346	195	48	appear	appear	VERB
bracis-28346	195	49	or	or	CCONJ
bracis-28346	195	50	are	be	AUX
bracis-28346	195	51	not	not	PART
bracis-28346	195	52	frequent	frequent	ADJ
bracis-28346	195	53	in	in	ADP
bracis-28346	195	54	their	their	PRON
bracis-28346	195	55	databases	database	NOUN
bracis-28346	195	56	.	.	PUNCT
bracis-28346	196	1	likewise	likewise	ADV
bracis-28346	196	2	,	,	PUNCT
bracis-28346	196	3	presenting	present	VERB
bracis-28346	196	4	the	the	DET
bracis-28346	196	5	digital	digital	ADJ
bracis-28346	196	6	contract	contract	NOUN
bracis-28346	196	7	as	as	ADP
bracis-28346	196	8	evidence	evidence	NOUN
bracis-28346	196	9	indicating	indicate	VERB
bracis-28346	196	10	that	that	SCONJ
bracis-28346	196	11	it	it	PRON
bracis-28346	196	12	was	be	AUX
bracis-28346	196	13	signed	sign	VERB
bracis-28346	196	14	by	by	ADP
bracis-28346	196	15	mobile	mobile	ADJ
bracis-28346	196	16	application	application	NOUN
bracis-28346	196	17	,	,	PUNCT
bracis-28346	196	18	cell	cell	NOUN
bracis-28346	196	19	phone	phone	NOUN
bracis-28346	196	20	model	model	NOUN
bracis-28346	196	21	used	use	VERB
bracis-28346	196	22	for	for	ADP
bracis-28346	196	23	contracting	contracting	NOUN
bracis-28346	196	24	,	,	PUNCT
bracis-28346	196	25	in	in	ADP
bracis-28346	196	26	addition	addition	NOUN
bracis-28346	196	27	to	to	ADP
bracis-28346	196	28	time	time	NOUN
bracis-28346	196	29	and	and	CCONJ
bracis-28346	196	30	ip	ip	ADJ
bracis-28346	196	31	address	address	NOUN
bracis-28346	196	32	,	,	PUNCT
bracis-28346	196	33	is	be	AUX
bracis-28346	196	34	not	not	PART
bracis-28346	196	35	sufficient	sufficient	ADJ
bracis-28346	196	36	to	to	PART
bracis-28346	196	37	demonstrate	demonstrate	VERB
bracis-28346	196	38	the	the	DET
bracis-28346	196	39	existence	existence	NOUN
bracis-28346	196	40	of	of	ADP
bracis-28346	196	41	free	free	ADJ
bracis-28346	196	42	consent	consent	NOUN
bracis-28346	196	43	.	.	PUNCT
bracis-28346	197	1	the	the	DET
bracis-28346	197	2	geolocation	geolocation	NOUN
bracis-28346	197	3	mechanism	mechanism	NOUN
bracis-28346	197	4	,	,	PUNCT
bracis-28346	197	5	for	for	ADP
bracis-28346	197	6	example	example	NOUN
bracis-28346	197	7	,	,	PUNCT
bracis-28346	197	8	is	be	AUX
bracis-28346	197	9	susceptible	susceptible	ADJ
bracis-28346	197	10	to	to	ADP
bracis-28346	197	11	fraudulent	fraudulent	ADJ
bracis-28346	197	12	mechanisms	mechanism	NOUN
bracis-28346	197	13	both	both	CCONJ
bracis-28346	197	14	for	for	ADP
bracis-28346	197	15	the	the	DET
bracis-28346	197	16	one	one	NUM
bracis-28346	197	17	based	base	VERB
bracis-28346	197	18	on	on	ADP
bracis-28346	197	19	ip	ip	PROPN
bracis-28346	197	20	(	(	PUNCT
bracis-28346	197	21	vpns	vpns	NOUN
bracis-28346	197	22	,	,	PUNCT
bracis-28346	197	23	proxies	proxy	NOUN
bracis-28346	197	24	,	,	PUNCT
bracis-28346	197	25	tor	tor	NOUN
bracis-28346	197	26	,	,	PUNCT
bracis-28346	197	27	tunneling	tunneling	NOUN
bracis-28346	197	28	)	)	PUNCT
bracis-28346	197	29	and	and	CCONJ
bracis-28346	197	30	for	for	ADP
bracis-28346	197	31	the	the	DET
bracis-28346	197	32	one	one	NUM
bracis-28346	197	33	based	base	VERB
bracis-28346	197	34	on	on	ADP
bracis-28346	197	35	gps	gps	PROPN
bracis-28346	197	36	(	(	PUNCT
bracis-28346	197	37	through	through	ADP
bracis-28346	197	38	fake	fake	ADJ
bracis-28346	197	39	gps	gps	NOUN
bracis-28346	197	40	applications	application	NOUN
bracis-28346	197	41	)	)	PUNCT
bracis-28346	197	42	.	.	PUNCT
bracis-28346	198	1	as	as	ADP
bracis-28346	198	2	for	for	ADP
bracis-28346	198	3	the	the	DET
bracis-28346	198	4	electronic	electronic	ADJ
bracis-28346	198	5	signature	signature	NOUN
bracis-28346	198	6	,	,	PUNCT
bracis-28346	198	7	despite	despite	SCONJ
bracis-28346	198	8	art	art	NOUN
bracis-28346	198	9	.	.	PUNCT
bracis-28346	199	1	107	107	NUM
bracis-28346	199	2	of	of	ADP
bracis-28346	199	3	the	the	DET
bracis-28346	199	4	brazilian	brazilian	ADJ
bracis-28346	199	5	civil	civil	ADJ
bracis-28346	199	6	code	code	NOUN
bracis-28346	199	7	provides	provide	VERB
bracis-28346	199	8	for	for	ADP
bracis-28346	199	9	free	free	ADJ
bracis-28346	199	10	forms	form	NOUN
bracis-28346	199	11	of	of	ADP
bracis-28346	199	12	contract	contract	NOUN
bracis-28346	199	13	,	,	PUNCT
bracis-28346	199	14	an	an	DET
bracis-28346	199	15	electronic	electronic	ADJ
bracis-28346	199	16	contract	contract	NOUN
bracis-28346	199	17	presupposes	presuppose	VERB
bracis-28346	199	18	the	the	DET
bracis-28346	199	19	same	same	ADJ
bracis-28346	199	20	free	free	ADJ
bracis-28346	199	21	,	,	PUNCT
bracis-28346	199	22	explicit	explicit	ADJ
bracis-28346	199	23	and	and	CCONJ
bracis-28346	199	24	informed	informed	ADJ
bracis-28346	199	25	consent	consent	NOUN
bracis-28346	199	26	provided	provide	VERB
bracis-28346	199	27	for	for	ADP
bracis-28346	199	28	in	in	ADP
bracis-28346	199	29	the	the	DET
bracis-28346	199	30	lgpd	lgpd	NOUN
bracis-28346	199	31	and	and	CCONJ
bracis-28346	199	32	the	the	DET
bracis-28346	199	33	gdpr	gdpr	NOUN
bracis-28346	199	34	.	.	PUNCT
bracis-28346	200	1	therefore	therefore	ADV
bracis-28346	200	2	,	,	PUNCT
bracis-28346	200	3	when	when	SCONJ
bracis-28346	200	4	analyzing	analyze	VERB
bracis-28346	200	5	disputes	dispute	NOUN
bracis-28346	200	6	involving	involve	VERB
bracis-28346	200	7	hiring	hire	VERB
bracis-28346	200	8	through	through	ADP
bracis-28346	200	9	facial	facial	ADJ
bracis-28346	200	10	recognition	recognition	NOUN
bracis-28346	200	11	,	,	PUNCT
bracis-28346	200	12	it	it	PRON
bracis-28346	200	13	is	be	AUX
bracis-28346	200	14	recommended	recommend	VERB
bracis-28346	200	15	that	that	SCONJ
bracis-28346	200	16	the	the	DET
bracis-28346	200	17	judge	judge	NOUN
bracis-28346	200	18	try	try	VERB
bracis-28346	200	19	to	to	PART
bracis-28346	200	20	base	base	VERB
bracis-28346	200	21	his	his	PRON
bracis-28346	200	22	decisions	decision	NOUN
bracis-28346	200	23	on	on	ADP
bracis-28346	200	24	the	the	DET
bracis-28346	200	25	greatest	great	ADJ
bracis-28346	200	26	possible	possible	ADJ
bracis-28346	200	27	number	number	NOUN
bracis-28346	200	28	of	of	ADP
bracis-28346	200	29	consolidated	consolidated	ADJ
bracis-28346	200	30	references	reference	NOUN
bracis-28346	200	31	,	,	PUNCT
bracis-28346	200	32	both	both	CCONJ
bracis-28346	200	33	in	in	ADP
bracis-28346	200	34	the	the	DET
bracis-28346	200	35	area	area	NOUN
bracis-28346	200	36	of	of	ADP
bracis-28346	200	37	science	science	NOUN
bracis-28346	200	38	and	and	CCONJ
bracis-28346	200	39	technology	technology	NOUN
bracis-28346	200	40	,	,	PUNCT
bracis-28346	200	41	as	as	ADV
bracis-28346	200	42	well	well	ADV
bracis-28346	200	43	as	as	ADP
bracis-28346	200	44	in	in	ADP
bracis-28346	200	45	the	the	DET
bracis-28346	200	46	area	area	NOUN
bracis-28346	200	47	of	of	ADP
bracis-28346	200	48	sociology	sociology	NOUN
bracis-28346	200	49	and	and	CCONJ
bracis-28346	200	50	public	public	ADJ
bracis-28346	200	51	policies	policy	NOUN
bracis-28346	200	52	,	,	PUNCT
bracis-28346	200	53	given	give	VERB
bracis-28346	200	54	that	that	SCONJ
bracis-28346	200	55	this	this	PRON
bracis-28346	200	56	is	be	AUX
bracis-28346	200	57	a	a	DET
bracis-28346	200	58	field	field	NOUN
bracis-28346	200	59	still	still	ADV
bracis-28346	200	60	undergoing	undergo	VERB
bracis-28346	200	61	implementation	implementation	NOUN
bracis-28346	200	62	and	and	CCONJ
bracis-28346	200	63	adaptation	adaptation	NOUN
bracis-28346	200	64	in	in	ADP
bracis-28346	200	65	the	the	DET
bracis-28346	200	66	most	most	ADV
bracis-28346	200	67	diverse	diverse	ADJ
bracis-28346	200	68	instances	instance	NOUN
bracis-28346	200	69	of	of	ADP
bracis-28346	200	70	society	society	NOUN
bracis-28346	200	71	.	.	PUNCT
bracis-28346	201	1	from	from	ADP
bracis-28346	201	2	this	this	PRON
bracis-28346	201	3	,	,	PUNCT
bracis-28346	201	4	it	it	PRON
bracis-28346	201	5	is	be	AUX
bracis-28346	201	6	noted	note	VERB
bracis-28346	201	7	that	that	SCONJ
bracis-28346	201	8	it	it	PRON
bracis-28346	201	9	is	be	AUX
bracis-28346	201	10	still	still	ADV
bracis-28346	201	11	necessary	necessary	ADJ
bracis-28346	201	12	to	to	PART
bracis-28346	201	13	improve	improve	VERB
bracis-28346	201	14	the	the	DET
bracis-28346	201	15	standards	standard	NOUN
bracis-28346	201	16	that	that	PRON
bracis-28346	201	17	encompass	encompass	VERB
bracis-28346	201	18	facial	facial	ADJ
bracis-28346	201	19	recognition	recognition	NOUN
bracis-28346	201	20	technology	technology	NOUN
bracis-28346	201	21	.	.	PUNCT
bracis-28346	202	1	therefore	therefore	ADV
bracis-28346	202	2	,	,	PUNCT
bracis-28346	202	3	within	within	ADP
bracis-28346	202	4	the	the	DET
bracis-28346	202	5	scope	scope	NOUN
bracis-28346	202	6	of	of	ADP
bracis-28346	202	7	financial	financial	ADJ
bracis-28346	202	8	institutions	institution	NOUN
bracis-28346	202	9	,	,	PUNCT
bracis-28346	202	10	it	it	PRON
bracis-28346	202	11	is	be	AUX
bracis-28346	202	12	recommended	recommend	VERB
bracis-28346	202	13	that	that	SCONJ
bracis-28346	202	14	the	the	DET
bracis-28346	202	15	brazilian	brazilian	ADJ
bracis-28346	202	16	central	central	ADJ
bracis-28346	202	17	bank	bank	NOUN
bracis-28346	202	18	regulate	regulate	VERB
bracis-28346	202	19	this	this	DET
bracis-28346	202	20	matter	matter	NOUN
bracis-28346	202	21	and	and	CCONJ
bracis-28346	202	22	define	define	VERB
bracis-28346	202	23	the	the	DET
bracis-28346	202	24	measures	measure	NOUN
bracis-28346	202	25	that	that	PRON
bracis-28346	202	26	other	other	ADJ
bracis-28346	202	27	banks	bank	NOUN
bracis-28346	202	28	must	must	AUX
bracis-28346	202	29	implement	implement	VERB
bracis-28346	202	30	to	to	PART
bracis-28346	202	31	guarantee	guarantee	VERB
bracis-28346	202	32	the	the	DET
bracis-28346	202	33	reliability	reliability	NOUN
bracis-28346	202	34	,	,	PUNCT
bracis-28346	202	35	security	security	NOUN
bracis-28346	202	36	,	,	PUNCT
bracis-28346	202	37	transparency	transparency	NOUN
bracis-28346	202	38	,	,	PUNCT
bracis-28346	202	39	responsibility	responsibility	NOUN
bracis-28346	202	40	,	,	PUNCT
bracis-28346	202	41	diversity	diversity	NOUN
bracis-28346	202	42	and	and	CCONJ
bracis-28346	202	43	effectiveness	effectiveness	NOUN
bracis-28346	202	44	of	of	ADP
bracis-28346	202	45	the	the	DET
bracis-28346	202	46	frt	frt	NOUN
bracis-28346	202	47	systems	system	NOUN
bracis-28346	202	48	,	,	PUNCT
bracis-28346	202	49	in	in	ADP
bracis-28346	202	50	addition	addition	NOUN
bracis-28346	202	51	to	to	ADP
bracis-28346	202	52	defining	define	VERB
bracis-28346	202	53	essential	essential	ADJ
bracis-28346	202	54	minimum	minimum	ADJ
bracis-28346	202	55	conditions	condition	NOUN
bracis-28346	202	56	for	for	ADP
bracis-28346	202	57	the	the	DET
bracis-28346	202	58	use	use	NOUN
bracis-28346	202	59	of	of	ADP
bracis-28346	202	60	such	such	ADJ
bracis-28346	202	61	technology	technology	NOUN
bracis-28346	202	62	in	in	ADP
bracis-28346	202	63	its	its	PRON
bracis-28346	202	64	service	service	NOUN
bracis-28346	202	65	contracts	contract	NOUN
bracis-28346	202	66	,	,	PUNCT
bracis-28346	202	67	guaranteeing	guarantee	VERB
bracis-28346	202	68	unequivocal	unequivocal	ADJ
bracis-28346	202	69	,	,	PUNCT
bracis-28346	202	70	explicit	explicit	ADJ
bracis-28346	202	71	and	and	CCONJ
bracis-28346	202	72	informed	informed	ADJ
bracis-28346	202	73	consent	consent	NOUN
bracis-28346	202	74	to	to	ADP
bracis-28346	202	75	its	its	PRON
bracis-28346	202	76	customers	customer	NOUN
bracis-28346	202	77	/	/	SYM
bracis-28346	202	78	consumers	consumer	NOUN
bracis-28346	202	79	regarding	regard	VERB
bracis-28346	202	80	the	the	DET
bracis-28346	202	81	new	new	ADJ
bracis-28346	202	82	facial	facial	ADJ
bracis-28346	202	83	biometrics	biometric	NOUN
bracis-28346	202	84	technologies	technology	NOUN
bracis-28346	202	85	.	.	PUNCT
bracis-28346	203	1	finally	finally	ADV
bracis-28346	203	2	,	,	PUNCT
bracis-28346	203	3	the	the	DET
bracis-28346	203	4	cnj	cnj	PROPN
bracis-28346	203	5	(	(	PUNCT
bracis-28346	203	6	national	national	ADJ
bracis-28346	203	7	court	court	NOUN
bracis-28346	203	8	of	of	ADP
bracis-28346	203	9	justice	justice	PROPN
bracis-28346	203	10	)	)	PUNCT
bracis-28346	203	11	,	,	PUNCT
bracis-28346	203	12	according	accord	VERB
bracis-28346	203	13	to	to	ADP
bracis-28346	203	14	article	article	NOUN
bracis-28346	203	15	102	102	NUM
bracis-28346	203	16	of	of	ADP
bracis-28346	203	17	resolution	resolution	NOUN
bracis-28346	203	18	67	67	NUM
bracis-28346	203	19	of	of	ADP
bracis-28346	203	20	2009	2009	NUM
bracis-28346	203	21	,	,	PUNCT
bracis-28346	203	22	may	may	AUX
bracis-28346	203	23	edit	edit	VERB
bracis-28346	203	24	normative	normative	ADJ
bracis-28346	203	25	acts	act	NOUN
bracis-28346	203	26	,	,	PUNCT
bracis-28346	203	27	resolutions	resolution	NOUN
bracis-28346	203	28	,	,	PUNCT
bracis-28346	203	29	ordinances	ordinance	NOUN
bracis-28346	203	30	,	,	PUNCT
bracis-28346	203	31	instructions	instruction	NOUN
bracis-28346	203	32	,	,	PUNCT
bracis-28346	203	33	administrative	administrative	ADJ
bracis-28346	203	34	statements	statement	NOUN
bracis-28346	203	35	and	and	CCONJ
bracis-28346	203	36	recommendations	recommendation	NOUN
bracis-28346	203	37	.	.	PUNCT
bracis-28346	204	1	additionally	additionally	ADV
bracis-28346	204	2	,	,	PUNCT
bracis-28346	204	3	resolutions	resolution	NOUN
bracis-28346	204	4	and	and	CCONJ
bracis-28346	204	5	statements	statement	NOUN
bracis-28346	204	6	will	will	AUX
bracis-28346	204	7	have	have	VERB
bracis-28346	204	8	binding	bind	VERB
bracis-28346	204	9	force	force	NOUN
bracis-28346	204	10	on	on	ADP
bracis-28346	204	11	the	the	DET
bracis-28346	204	12	judiciary	judiciary	NOUN
bracis-28346	204	13	power	power	NOUN
bracis-28346	204	14	once	once	ADV
bracis-28346	204	15	approved	approve	VERB
bracis-28346	204	16	by	by	ADP
bracis-28346	204	17	the	the	DET
bracis-28346	204	18	majority	majority	NOUN
bracis-28346	204	19	of	of	ADP
bracis-28346	204	20	the	the	DET
bracis-28346	204	21	cnj	cnj	NOUN
bracis-28346	204	22	plenary	plenary	NOUN
bracis-28346	204	23	.	.	PUNCT
bracis-28346	205	1	thus	thus	ADV
bracis-28346	205	2	,	,	PUNCT
bracis-28346	205	3	it	it	PRON
bracis-28346	205	4	is	be	AUX
bracis-28346	205	5	recommended	recommend	VERB
bracis-28346	205	6	that	that	SCONJ
bracis-28346	205	7	the	the	DET
bracis-28346	205	8	cnj	cnj	NOUN
bracis-28346	205	9	pass	pass	VERB
bracis-28346	205	10	a	a	DET
bracis-28346	205	11	resolution	resolution	NOUN
bracis-28346	205	12	that	that	PRON
bracis-28346	205	13	governs	govern	VERB
bracis-28346	205	14	the	the	DET
bracis-28346	205	15	criteria	criterion	NOUN
bracis-28346	205	16	to	to	PART
bracis-28346	205	17	be	be	AUX
bracis-28346	205	18	met	meet	VERB
bracis-28346	205	19	by	by	ADP
bracis-28346	205	20	magistrates	magistrate	NOUN
bracis-28346	205	21	for	for	ADP
bracis-28346	205	22	the	the	DET
bracis-28346	205	23	production	production	NOUN
bracis-28346	205	24	of	of	ADP
bracis-28346	205	25	evidence	evidence	NOUN
bracis-28346	205	26	in	in	ADP
bracis-28346	205	27	cases	case	NOUN
bracis-28346	205	28	involving	involve	VERB
bracis-28346	205	29	ai	ai	PROPN
bracis-28346	205	30	systems	system	NOUN
bracis-28346	205	31	.	.	PUNCT
bracis-28346	206	1	transparency	transparency	NOUN
bracis-28346	206	2	must	must	AUX
bracis-28346	206	3	be	be	AUX
bracis-28346	206	4	guaranteed	guarantee	VERB
bracis-28346	206	5	in	in	ADP
bracis-28346	206	6	all	all	DET
bracis-28346	206	7	cases	case	NOUN
bracis-28346	206	8	,	,	PUNCT
bracis-28346	206	9	and	and	CCONJ
bracis-28346	206	10	it	it	PRON
bracis-28346	206	11	is	be	AUX
bracis-28346	206	12	necessary	necessary	ADJ
bracis-28346	206	13	not	not	PART
bracis-28346	206	14	to	to	PART
bracis-28346	206	15	assume	assume	VERB
bracis-28346	206	16	that	that	SCONJ
bracis-28346	206	17	the	the	DET
bracis-28346	206	18	ai	ai	NOUN
bracis-28346	206	19	is	be	AUX
bracis-28346	206	20	infallible	infallible	ADJ
bracis-28346	206	21	.	.	PUNCT
bracis-28346	207	1	in	in	ADP
bracis-28346	207	2	any	any	DET
bracis-28346	207	3	case	case	NOUN
bracis-28346	207	4	related	relate	VERB
bracis-28346	207	5	to	to	PART
bracis-28346	207	6	ai	ai	VERB
bracis-28346	207	7	,	,	PUNCT
bracis-28346	207	8	the	the	DET
bracis-28346	207	9	absence	absence	NOUN
bracis-28346	207	10	of	of	ADP
bracis-28346	207	11	production	production	NOUN
bracis-28346	207	12	of	of	ADP
bracis-28346	207	13	evidence	evidence	NOUN
bracis-28346	207	14	concerning	concern	VERB
bracis-28346	207	15	to	to	ADP
bracis-28346	207	16	the	the	DET
bracis-28346	207	17	existence	existence	NOUN
bracis-28346	207	18	of	of	ADP
bracis-28346	207	19	fraud	fraud	NOUN
bracis-28346	207	20	should	should	AUX
bracis-28346	207	21	be	be	AUX
bracis-28346	207	22	accepted	accept	VERB
bracis-28346	207	23	and	and	CCONJ
bracis-28346	207	24	the	the	DET
bracis-28346	207	25	review	review	NOUN
bracis-28346	207	26	of	of	ADP
bracis-28346	207	27	the	the	DET
bracis-28346	207	28	decisions	decision	NOUN
bracis-28346	207	29	made	make	VERB
bracis-28346	207	30	by	by	ADP
bracis-28346	207	31	the	the	DET
bracis-28346	207	32	ai	ai	NOUN
bracis-28346	207	33	should	should	AUX
bracis-28346	207	34	be	be	AUX
bracis-28346	207	35	enforced	enforce	VERB
bracis-28346	207	36	.	.	PUNCT
bracis-28346	208	1	if	if	SCONJ
bracis-28346	208	2	this	this	DET
bracis-28346	208	3	situation	situation	NOUN
bracis-28346	208	4	in	in	ADP
bracis-28346	208	5	the	the	DET
bracis-28346	208	6	judiciary	judiciary	NOUN
bracis-28346	208	7	continues	continue	VERB
bracis-28346	208	8	,	,	PUNCT
bracis-28346	208	9	we	we	PRON
bracis-28346	208	10	will	will	AUX
bracis-28346	208	11	watch	watch	VERB
bracis-28346	208	12	the	the	DET
bracis-28346	208	13	weakening	weakening	NOUN
bracis-28346	208	14	of	of	ADP
bracis-28346	208	15	due	due	ADJ
bracis-28346	208	16	process	process	NOUN
bracis-28346	208	17	of	of	ADP
bracis-28346	208	18	law	law	NOUN
bracis-28346	208	19	and	and	CCONJ
bracis-28346	208	20	human	human	ADJ
bracis-28346	208	21	dignity	dignity	NOUN
bracis-28346	208	22	.	.	PUNCT
bracis-28346	209	1	this	this	DET
bracis-28346	209	2	research	research	NOUN
bracis-28346	209	3	carried	carry	VERB
bracis-28346	209	4	out	out	ADP
bracis-28346	209	5	the	the	DET
bracis-28346	209	6	web	web	NOUN
bracis-28346	209	7	scrap	scrap	NOUN
bracis-28346	209	8	data	datum	NOUN
bracis-28346	209	9	using	use	VERB
bracis-28346	209	10	umbrella	umbrella	NOUN
bracis-28346	209	11	terms	term	NOUN
bracis-28346	209	12	from	from	ADP
bracis-28346	209	13	the	the	DET
bracis-28346	209	14	field	field	NOUN
bracis-28346	209	15	of	of	ADP
bracis-28346	209	16	artificial	artificial	ADJ
bracis-28346	209	17	intelligence	intelligence	NOUN
bracis-28346	209	18	both	both	CCONJ
bracis-28346	209	19	in	in	ADP
bracis-28346	209	20	english	english	PROPN
bracis-28346	209	21	and	and	CCONJ
bracis-28346	209	22	portuguese	portuguese	ADJ
bracis-28346	209	23	such	such	ADJ
bracis-28346	209	24	as	as	ADP
bracis-28346	209	25	“	"	PUNCT
bracis-28346	209	26	artificial	artificial	ADJ
bracis-28346	209	27	intelligence	intelligence	NOUN
bracis-28346	209	28	”	"	PUNCT
bracis-28346	209	29	,	,	PUNCT
bracis-28346	209	30	“	"	PUNCT
bracis-28346	209	31	inteligência	inteligência	PROPN
bracis-28346	209	32	artificial	artificial	NOUN
bracis-28346	209	33	”	"	PUNCT
bracis-28346	209	34	,	,	PUNCT
bracis-28346	209	35	“	"	PUNCT
bracis-28346	209	36	machine	machine	NOUN
bracis-28346	209	37	learning	learning	NOUN
bracis-28346	209	38	”	"	PUNCT
bracis-28346	209	39	,	,	PUNCT
bracis-28346	209	40	“	"	PUNCT
bracis-28346	209	41	aprendizado	aprendizado	PROPN
bracis-28346	209	42	de	de	X
bracis-28346	209	43	máquina	máquina	PROPN
bracis-28346	209	44	”	"	PUNCT
bracis-28346	209	45	,	,	PUNCT
bracis-28346	209	46	“	"	PUNCT
bracis-28346	209	47	deep	deep	ADJ
bracis-28346	209	48	learning	learning	NOUN
bracis-28346	209	49	”	"	PUNCT
bracis-28346	209	50	and	and	CCONJ
bracis-28346	209	51	“	"	PUNCT
bracis-28346	209	52	aprendizado	aprendizado	PROPN
bracis-28346	209	53	profundo	profundo	NOUN
bracis-28346	209	54	”	"	PUNCT
bracis-28346	209	55	,	,	PUNCT
bracis-28346	209	56	which	which	PRON
bracis-28346	209	57	may	may	AUX
bracis-28346	209	58	have	have	AUX
bracis-28346	209	59	limited	limit	VERB
bracis-28346	209	60	the	the	DET
bracis-28346	209	61	amount	amount	NOUN
bracis-28346	209	62	of	of	ADP
bracis-28346	209	63	returned	return	VERB
bracis-28346	209	64	decisions	decision	NOUN
bracis-28346	209	65	.	.	PUNCT
bracis-28346	210	1	as	as	ADP
bracis-28346	210	2	future	future	ADJ
bracis-28346	210	3	work	work	NOUN
bracis-28346	210	4	,	,	PUNCT
bracis-28346	210	5	we	we	PRON
bracis-28346	210	6	will	will	AUX
bracis-28346	210	7	analyze	analyze	VERB
bracis-28346	210	8	a	a	DET
bracis-28346	210	9	list	list	NOUN
bracis-28346	210	10	of	of	ADP
bracis-28346	210	11	terms	term	NOUN
bracis-28346	210	12	related	relate	VERB
bracis-28346	210	13	to	to	ADP
bracis-28346	210	14	applied	apply	VERB
bracis-28346	210	15	artificial	artificial	ADJ
bracis-28346	210	16	intelligence	intelligence	NOUN
bracis-28346	210	17	and	and	CCONJ
bracis-28346	210	18	its	its	PRON
bracis-28346	210	19	subareas	subarea	NOUN
bracis-28346	210	20	,	,	PUNCT
bracis-28346	210	21	and	and	CCONJ
bracis-28346	210	22	their	their	PRON
bracis-28346	210	23	applications	application	NOUN
bracis-28346	210	24	.	.	PUNCT
bracis-28346	211	1	notes	note	VERB
bracis-28346	211	2	1.são	1.são	PROPN
bracis-28346	211	3	paulo	paulo	PROPN
bracis-28346	211	4	’s	’s	PART
bracis-28346	211	5	state	state	PROPN
bracis-28346	211	6	court	court	PROPN
bracis-28346	211	7	of	of	ADP
bracis-28346	211	8	justice	justice	PROPN
bracis-28346	211	9	web	web	PROPN
bracis-28346	211	10	portal	portal	ADJ
bracis-28346	211	11	jurisprudence	jurisprudence	NOUN
bracis-28346	211	12	consultations	consultation	NOUN
bracis-28346	211	13	full	full	ADJ
bracis-28346	211	14	consultation	consultation	NOUN
bracis-28346	211	15	:	:	PUNCT
bracis-28346	211	16	https://esaj.tjsp.jus.br/cjsg/consultacompleta.do?f=1	https://esaj.tjsp.jus.br/cjsg/consultacompleta.do?f=1	ADJ
bracis-28346	211	17	.	.	PUNCT
bracis-28346	212	1	2.project	2.project	NUM
bracis-28346	212	2	coding	coding	NOUN
bracis-28346	212	3	and	and	CCONJ
bracis-28346	212	4	data	data	NOUN
bracis-28346	212	5	treatment	treatment	NOUN
bracis-28346	212	6	methods	method	NOUN
bracis-28346	212	7	applied	apply	VERB
bracis-28346	212	8	to	to	ADP
bracis-28346	212	9	this	this	DET
bracis-28346	212	10	work	work	NOUN
bracis-28346	212	11	:	:	PUNCT
bracis-28346	212	12	https://github.com/isabellalopes-usp/tjsp_data_treatment	https://github.com/isabellalopes-usp/tjsp_data_treatment	X
bracis-28346	212	13	.	.	PUNCT
bracis-28346	212	14	3.individuals	3.individuals	NUM
bracis-28346	212	15	who	who	PRON
bracis-28346	212	16	acquire	acquire	VERB
bracis-28346	212	17	certification	certification	NOUN
bracis-28346	212	18	to	to	PART
bracis-28346	212	19	work	work	VERB
bracis-28346	212	20	in	in	ADP
bracis-28346	212	21	the	the	DET
bracis-28346	212	22	sale	sale	NOUN
bracis-28346	212	23	of	of	ADP
bracis-28346	212	24	banking	banking	NOUN
bracis-28346	212	25	services	service	NOUN
bracis-28346	212	26	,	,	PUNCT
bracis-28346	212	27	with	with	ADP
bracis-28346	212	28	emphasis	emphasis	NOUN
bracis-28346	212	29	on	on	ADP
bracis-28346	212	30	credit	credit	NOUN
bracis-28346	212	31	operations	operation	NOUN
bracis-28346	212	32	and	and	CCONJ
bracis-28346	212	33	credit	credit	NOUN
bracis-28346	212	34	card	card	NOUN
bracis-28346	212	35	granting	granting	NOUN
bracis-28346	212	36	.	.	PUNCT
bracis-28346	213	1	references	reference	NOUN
bracis-28346	213	2	brasil	brasil	PROPN
bracis-28346	213	3	:	:	PUNCT
bracis-28346	213	4	decreto	decreto	PROPN
bracis-28346	213	5	no̱	no̱	PROPN
bracis-28346	213	6	10.046	10.046	NUM
bracis-28346	213	7	,	,	PUNCT
bracis-28346	213	8	de	de	X
bracis-28346	213	9	9	9	NUM
bracis-28346	213	10	de	de	X
bracis-28346	213	11	outubro	outubro	X
bracis-28346	213	12	de	de	ADP
bracis-28346	213	13	2019	2019	NUM
bracis-28346	213	14	:	:	PUNCT
bracis-28346	213	15	dispõe	dispõe	VERB
bracis-28346	213	16	sobre	sobre	PROPN
bracis-28346	213	17	a	a	DET
bracis-28346	213	18	governança	governança	NOUN
bracis-28346	213	19	no	no	PRON
bracis-28346	213	20	compartilhamento	compartilhamento	NOUN
bracis-28346	213	21	de	de	ADP
bracis-28346	213	22	dados	dado	NOUN
bracis-28346	213	23	no	no	DET
bracis-28346	213	24	âmbito	âmbito	NOUN
bracis-28346	213	25	da	da	PROPN
bracis-28346	213	26	administração	administração	PROPN
bracis-28346	213	27	pública	pública	PROPN
bracis-28346	213	28	federal	federal	PROPN
bracis-28346	213	29	e	e	PROPN
bracis-28346	213	30	institui	institui	VERB
bracis-28346	213	31	o	o	NOUN
bracis-28346	213	32	cadastro	cadastro	NOUN
bracis-28346	213	33	base	base	NOUN
bracis-28346	213	34	do	do	VERB
bracis-28346	213	35	cidadão	cidadão	PROPN
bracis-28346	213	36	e	e	PROPN
bracis-28346	213	37	o	o	PROPN
bracis-28346	213	38	comitê	comitê	PROPN
bracis-28346	213	39	central	central	PROPN
bracis-28346	213	40	de	de	X
bracis-28346	213	41	governança	governança	X
bracis-28346	213	42	de	de	X
bracis-28346	213	43	dados	dado	NOUN
bracis-28346	213	44	.	.	PUNCT
bracis-28346	214	1	diário	diário	PROPN
bracis-28346	214	2	oficial	oficial	PROPN
bracis-28346	214	3	da	da	PROPN
bracis-28346	214	4	república	república	PROPN
bracis-28346	214	5	federativa	federativa	PROPN
bracis-28346	214	6	do	do	VERB
bracis-28346	214	7	brasil	brasil	PROPN
bracis-28346	214	8	(	(	PUNCT
bracis-28346	214	9	2019	2019	NUM
bracis-28346	214	10	)	)	PUNCT
bracis-28346	214	11	.	.	PUNCT
bracis-28346	215	1	https://www.planalto.gov.br/ccivil_03/_ato2019-2022/2019/decreto/d10046.htm	https://www.planalto.gov.br/ccivil_03/_ato2019-2022/2019/decreto/d10046.htm	PROPN
bracis-28346	215	2	buolamwini	buolamwini	PROPN
bracis-28346	215	3	,	,	PUNCT
bracis-28346	215	4	j.	j.	PROPN
bracis-28346	215	5	,	,	PUNCT
bracis-28346	215	6	gebru	gebru	NOUN
bracis-28346	215	7	,	,	PUNCT
bracis-28346	215	8	t.	t.	NOUN
bracis-28346	215	9	:	:	PUNCT
bracis-28346	215	10	gender	gender	NOUN
bracis-28346	215	11	shades	shade	NOUN
bracis-28346	215	12	:	:	PUNCT
bracis-28346	215	13	intersectional	intersectional	ADJ
bracis-28346	215	14	accuracy	accuracy	NOUN
bracis-28346	215	15	disparities	disparity	NOUN
bracis-28346	215	16	in	in	ADP
bracis-28346	215	17	commercial	commercial	ADJ
bracis-28346	215	18	gender	gender	NOUN
bracis-28346	215	19	classification	classification	NOUN
bracis-28346	215	20	.	.	PUNCT
bracis-28346	216	1	in	in	ADP
bracis-28346	216	2	:	:	PUNCT
bracis-28346	216	3	conference	conference	NOUN
bracis-28346	216	4	on	on	ADP
bracis-28346	216	5	fairness	fairness	NOUN
bracis-28346	216	6	,	,	PUNCT
bracis-28346	216	7	accountability	accountability	NOUN
bracis-28346	216	8	and	and	CCONJ
bracis-28346	216	9	transparency	transparency	NOUN
bracis-28346	216	10	,	,	PUNCT
bracis-28346	216	11	pp	pp	X
bracis-28346	216	12	.	.	PUNCT
bracis-28346	217	1	77–91	77–91	NUM
bracis-28346	217	2	.	.	PUNCT
bracis-28346	218	1	pmlr	pmlr	NOUN
bracis-28346	218	2	(	(	PUNCT
bracis-28346	218	3	2018	2018	NUM
bracis-28346	218	4	)	)	PUNCT
bracis-28346	218	5	google	google	PROPN
bracis-28346	218	6	scholar	scholar	NOUN
bracis-28346	218	7	  	  	SPACE
bracis-28346	218	8	camargo	camargo	PROPN
bracis-28346	218	9	,	,	PUNCT
bracis-28346	218	10	c.h	c.h	PROPN
bracis-28346	218	11	.	.	PROPN
bracis-28346	218	12	,	,	PUNCT
bracis-28346	218	13	et	et	PROPN
bracis-28346	218	14	al	al	PROPN
bracis-28346	218	15	.	.	PUNCT
bracis-28346	218	16	:	:	PUNCT
bracis-28346	218	17	um	um	INTJ
bracis-28346	218	18	ano	ano	PROPN
bracis-28346	218	19	de	de	X
bracis-28346	218	20	pandemia	pandemia	PROPN
bracis-28346	218	21	da	da	PROPN
bracis-28346	218	22	covid-19	covid-19	PROPN
bracis-28346	218	23	:	:	PUNCT
bracis-28346	218	24	diversidade	diversidade	PROPN
bracis-28346	218	25	genética	genética	PROPN
bracis-28346	218	26	do	do	VERB
bracis-28346	218	27	sars	sars	PROPN
bracis-28346	218	28	-	-	PUNCT
bracis-28346	218	29	cov-2	cov-2	PART
bracis-28346	218	30	no	no	DET
bracis-28346	218	31	brasil	brasil	PROPN
bracis-28346	218	32	.	.	PUNCT
bracis-28346	219	1	bepa	bepa	PROPN
bracis-28346	219	2	.	.	PUNCT
bracis-28346	220	1	boletim	boletim	PROPN
bracis-28346	220	2	epidemiológico	epidemiológico	NOUN
bracis-28346	220	3	paulista	paulista	NOUN
bracis-28346	220	4	18(207	18(207	NOUN
bracis-28346	220	5	)	)	PUNCT
bracis-28346	220	6	,	,	PUNCT
bracis-28346	220	7	12–33	12–33	NUM
bracis-28346	220	8	(	(	PUNCT
bracis-28346	220	9	2021	2021	NUM
bracis-28346	220	10	)	)	PUNCT
bracis-28346	220	11	article	article	NOUN
bracis-28346	220	12	  	  	SPACE
bracis-28346	220	13	google	google	PROPN
bracis-28346	220	14	scholar	scholar	NOUN
bracis-28346	220	15	  	  	SPACE
bracis-28346	220	16	camarotto	camarotto	NOUN
bracis-28346	220	17	,	,	PUNCT
bracis-28346	220	18	m.	m.	NOUN
bracis-28346	220	19	:	:	PUNCT
bracis-28346	220	20	reclamaçães	reclamaçães	NOUN
bracis-28346	220	21	explodem	explodem	PROPN
bracis-28346	220	22	e	e	PROPN
bracis-28346	220	23	governo	governo	PROPN
bracis-28346	220	24	decide	decide	VERB
bracis-28346	220	25	olhar	olhar	PROPN
bracis-28346	220	26	de	de	X
bracis-28346	220	27	perto	perto	PROPN
bracis-28346	220	28	o	o	PROPN
bracis-28346	220	29	crédito	crédito	PROPN
bracis-28346	220	30	consignado	consignado	NOUN
bracis-28346	220	31	(	(	PUNCT
bracis-28346	220	32	2020	2020	NUM
bracis-28346	220	33	)	)	PUNCT
bracis-28346	220	34	.	.	PUNCT
bracis-28346	221	1	https://valorinveste.globo.com/produtos/credito/noticia/2020/10/16/reclamacoes-explodem-e-governo-decide-olhar-de-perto-o-credito-consignado.ghtml	https://valorinveste.globo.com/produtos/credito/noticia/2020/10/16/reclamacoes-explodem-e-governo-decide-olhar-de-perto-o-credito-consignado.ghtml	PROPN
bracis-28346	221	2	.	.	PUNCT
bracis-28346	222	1	accessed	access	VERB
bracis-28346	222	2	1	1	NUM
bracis-28346	222	3	may	may	PROPN
bracis-28346	222	4	2023	2023	NUM
bracis-28346	222	5	cheng	cheng	PROPN
bracis-28346	222	6	,	,	PUNCT
bracis-28346	222	7	l.	l.	PROPN
bracis-28346	222	8	,	,	PUNCT
bracis-28346	222	9	liu	liu	PROPN
bracis-28346	222	10	,	,	PUNCT
bracis-28346	222	11	f.	f.	PROPN
bracis-28346	222	12	,	,	PUNCT
bracis-28346	222	13	yao	yao	PROPN
bracis-28346	222	14	,	,	PUNCT
bracis-28346	222	15	d.	d.	PROPN
bracis-28346	222	16	:	:	PUNCT
bracis-28346	222	17	enterprise	enterprise	NOUN
bracis-28346	222	18	data	datum	NOUN
bracis-28346	222	19	breach	breach	NOUN
bracis-28346	222	20	:	:	PUNCT
bracis-28346	222	21	causes	cause	NOUN
bracis-28346	222	22	,	,	PUNCT
bracis-28346	222	23	challenges	challenge	NOUN
bracis-28346	222	24	,	,	PUNCT
bracis-28346	222	25	prevention	prevention	NOUN
bracis-28346	222	26	,	,	PUNCT
bracis-28346	222	27	and	and	CCONJ
bracis-28346	222	28	future	future	ADJ
bracis-28346	222	29	directions	direction	NOUN
bracis-28346	222	30	.	.	PUNCT
bracis-28346	223	1	wiley	wiley	PROPN
bracis-28346	223	2	interdisc	interdisc	PROPN
bracis-28346	223	3	.	.	PUNCT
bracis-28346	224	1	rev	rev	PROPN
bracis-28346	224	2	.	.	PROPN
bracis-28346	224	3	data	data	PROPN
bracis-28346	224	4	mining	mining	NOUN
bracis-28346	224	5	knowl	knowl	PROPN
bracis-28346	224	6	.	.	PUNCT
bracis-28346	225	1	disc	disc	NOUN
bracis-28346	225	2	.	.	PUNCT
bracis-28346	226	1	7(5	7(5	NUM
bracis-28346	226	2	)	)	PUNCT
bracis-28346	226	3	,	,	PUNCT
bracis-28346	226	4	e1211	e1211	PROPN
bracis-28346	226	5	(	(	PUNCT
bracis-28346	226	6	2017	2017	NUM
bracis-28346	226	7	)	)	PUNCT
bracis-28346	226	8	.	.	PUNCT
bracis-28346	227	1	https://doi.org/10.1002/widm.1211	https://doi.org/10.1002/widm.1211	DET
bracis-28346	227	2	article	article	NOUN
bracis-28346	227	3	  	  	SPACE
bracis-28346	227	4	google	google	PROPN
bracis-28346	227	5	scholar	scholar	NOUN
bracis-28346	227	6	  	  	SPACE
bracis-28346	227	7	daly	daly	PROPN
bracis-28346	227	8	,	,	PUNCT
bracis-28346	227	9	a.	a.	NOUN
bracis-28346	227	10	:	:	PUNCT
bracis-28346	227	11	everyday	everyday	PROPN
bracis-28346	227	12	ai	ai	VERB
bracis-28346	227	13	ethics	ethic	NOUN
bracis-28346	227	14	:	:	PUNCT
bracis-28346	227	15	from	from	ADP
bracis-28346	227	16	the	the	DET
bracis-28346	227	17	global	global	ADJ
bracis-28346	227	18	to	to	PART
bracis-28346	227	19	local	local	VERB
bracis-28346	227	20	through	through	ADP
bracis-28346	227	21	facial	facial	ADJ
bracis-28346	227	22	recognition	recognition	NOUN
bracis-28346	227	23	.	.	PUNCT
bracis-28346	228	1	osf	osf	NOUN
bracis-28346	228	2	preprints	preprint	NOUN
bracis-28346	228	3	(	(	PUNCT
bracis-28346	228	4	2022	2022	NUM
bracis-28346	228	5	)	)	PUNCT
bracis-28346	228	6	.	.	PUNCT
bracis-28346	229	1	https://doi.org/10.31219/osf.io/bhm3w	https://doi.org/10.31219/osf.io/bhm3w	PROPN
bracis-28346	229	2	european	european	PROPN
bracis-28346	229	3	union	union	PROPN
bracis-28346	229	4	:	:	PUNCT
bracis-28346	229	5	eur	eur	ADJ
bracis-28346	229	6	-	-	PUNCT
bracis-28346	229	7	llex	llex	NOUN
bracis-28346	229	8	:	:	PUNCT
bracis-28346	229	9	access	access	NOUN
bracis-28346	229	10	to	to	ADP
bracis-28346	229	11	european	european	PROPN
bracis-28346	229	12	union	union	PROPN
bracis-28346	229	13	law	law	NOUN
bracis-28346	229	14	.	.	PUNCT
bracis-28346	230	1	micro-	micro-	NOUN
bracis-28346	230	2	,	,	PUNCT
bracis-28346	230	3	smalland	smalland	CCONJ
bracis-28346	230	4	medium	medium	ADJ
bracis-28346	230	5	-	-	PUNCT
bracis-28346	230	6	sized	sized	ADJ
bracis-28346	230	7	enterprises	enterprise	NOUN
bracis-28346	230	8	:	:	PUNCT
bracis-28346	230	9	definition	definition	NOUN
bracis-28346	230	10	and	and	CCONJ
bracis-28346	230	11	scope	scope	NOUN
bracis-28346	230	12	(	(	PUNCT
bracis-28346	230	13	2016	2016	NUM
bracis-28346	230	14	)	)	PUNCT
bracis-28346	230	15	.	.	PUNCT
bracis-28346	231	1	https://eur-lex.europa.eu/legal-content/pt/txt/?uri=celex:32016r0679	https://eur-lex.europa.eu/legal-content/pt/txt/?uri=celex:32016r0679	PROPN
bracis-28346	231	2	.	.	PUNCT
bracis-28346	231	3	accessed	access	VERB
bracis-28346	231	4	1	1	NUM
bracis-28346	231	5	may	may	PROPN
bracis-28346	231	6	2023	2023	NUM
bracis-28346	231	7	filho	filho	NOUN
bracis-28346	231	8	,	,	PUNCT
bracis-28346	231	9	j.j	j.j	PROPN
bracis-28346	231	10	.	.	PROPN
bracis-28346	231	11	:	:	PUNCT
bracis-28346	231	12	pacote	pacote	PROPN
bracis-28346	231	13	tjsp	tjsp	PROPN
bracis-28346	231	14	:	:	PUNCT
bracis-28346	231	15	coleta	coleta	PROPN
bracis-28346	231	16	e	e	X
bracis-28346	231	17	organização	organização	X
bracis-28346	231	18	de	de	X
bracis-28346	231	19	dados	dado	NOUN
bracis-28346	231	20	do	do	VERB
bracis-28346	231	21	tribunal	tribunal	PROPN
bracis-28346	231	22	de	de	PROPN
bracis-28346	231	23	justiça	justiça	PROPN
bracis-28346	231	24	de	de	PROPN
bracis-28346	231	25	são	são	PROPN
bracis-28346	231	26	paulo	paulo	PROPN
bracis-28346	231	27	(	(	PUNCT
bracis-28346	231	28	2020	2020	NUM
bracis-28346	231	29	)	)	PUNCT
bracis-28346	231	30	.	.	PUNCT
bracis-28346	232	1	https://github.com/jjesusfilho/tjsp	https://github.com/jjesusfilho/tjsp	PROPN
bracis-28346	232	2	.	.	PUNCT
bracis-28346	233	1	accessed	access	VERB
bracis-28346	233	2	20	20	NUM
bracis-28346	233	3	nov	nov	PROPN
bracis-28346	233	4	2022	2022	NUM
bracis-28346	233	5	garvie	garvie	NOUN
bracis-28346	233	6	,	,	PUNCT
bracis-28346	233	7	c.	c.	PROPN
bracis-28346	233	8	:	:	PUNCT
bracis-28346	233	9	the	the	DET
bracis-28346	233	10	perpetual	perpetual	ADJ
bracis-28346	233	11	line	line	NOUN
bracis-28346	233	12	-	-	PUNCT
bracis-28346	233	13	up	up	NOUN
bracis-28346	233	14	:	:	PUNCT
bracis-28346	233	15	unregulated	unregulated	ADJ
bracis-28346	233	16	police	police	NOUN
bracis-28346	233	17	face	face	NOUN
bracis-28346	233	18	recognition	recognition	NOUN
bracis-28346	233	19	in	in	ADP
bracis-28346	233	20	america	america	PROPN
bracis-28346	233	21	.	.	PUNCT
bracis-28346	234	1	center	center	PROPN
bracis-28346	234	2	on	on	ADP
bracis-28346	234	3	privacy	privacy	NOUN
bracis-28346	234	4	&	&	CCONJ
bracis-28346	234	5	technology	technology	PROPN
bracis-28346	234	6	,	,	PUNCT
bracis-28346	234	7	georgetown	georgetown	PROPN
bracis-28346	234	8	law	law	PROPN
bracis-28346	234	9	(	(	PUNCT
bracis-28346	234	10	2016	2016	NUM
bracis-28346	234	11	)	)	PUNCT
bracis-28346	234	12	google	google	PROPN
bracis-28346	234	13	scholar	scholar	NOUN
bracis-28346	234	14	  	  	SPACE
bracis-28346	234	15	gil	gil	PROPN
bracis-28346	234	16	,	,	PUNCT
bracis-28346	234	17	a.c	a.c	PROPN
bracis-28346	234	18	.	.	PROPN
bracis-28346	234	19	:	:	PUNCT
bracis-28346	235	1	como	como	PROPN
bracis-28346	235	2	elaborar	elaborar	PROPN
bracis-28346	235	3	projetos	projetos	PROPN
bracis-28346	235	4	de	de	NOUN
bracis-28346	235	5	pesquisa	pesquisa	NOUN
bracis-28346	235	6	,	,	PUNCT
bracis-28346	235	7	4th	4th	ADJ
bracis-28346	235	8	edn	edn	NOUN
bracis-28346	235	9	.	.	PUNCT
bracis-28346	236	1	editora	editora	PROPN
bracis-28346	236	2	atlas	atlas	PROPN
bracis-28346	236	3	,	,	PUNCT
bracis-28346	236	4	são	são	PROPN
bracis-28346	236	5	paulo	paulo	PROPN
bracis-28346	236	6	(	(	PUNCT
bracis-28346	236	7	2002	2002	NUM
bracis-28346	236	8	)	)	PUNCT
bracis-28346	236	9	google	google	PROPN
bracis-28346	236	10	scholar	scholar	NOUN
bracis-28346	236	11	  	  	SPACE
bracis-28346	236	12	glez	glez	NOUN
bracis-28346	236	13	-	-	PUNCT
bracis-28346	236	14	peña	peña	PROPN
bracis-28346	236	15	,	,	PUNCT
bracis-28346	236	16	d.	d.	PROPN
bracis-28346	236	17	,	,	PUNCT
bracis-28346	236	18	lourenço	lourenço	PROPN
bracis-28346	236	19	,	,	PUNCT
bracis-28346	236	20	a.	a.	NOUN
bracis-28346	236	21	,	,	PUNCT
bracis-28346	236	22	lópez	lópez	NOUN
bracis-28346	236	23	-	-	PUNCT
bracis-28346	236	24	fernández	fernández	PROPN
bracis-28346	236	25	,	,	PUNCT
bracis-28346	236	26	h.	h.	PROPN
bracis-28346	236	27	,	,	PUNCT
bracis-28346	236	28	reboiro	reboiro	NOUN
bracis-28346	236	29	-	-	PUNCT
bracis-28346	236	30	jato	jato	NOUN
bracis-28346	236	31	,	,	PUNCT
bracis-28346	236	32	m.	m.	NOUN
bracis-28346	236	33	,	,	PUNCT
bracis-28346	236	34	fdez	fdez	PROPN
bracis-28346	236	35	-	-	PUNCT
bracis-28346	236	36	riverola	riverola	PROPN
bracis-28346	236	37	,	,	PUNCT
bracis-28346	236	38	f.	f.	PROPN
bracis-28346	236	39	:	:	PUNCT
bracis-28346	236	40	web	web	NOUN
bracis-28346	236	41	scraping	scraping	NOUN
bracis-28346	236	42	technologies	technology	NOUN
bracis-28346	236	43	in	in	ADP
bracis-28346	236	44	an	an	DET
bracis-28346	236	45	api	api	NOUN
bracis-28346	236	46	world	world	NOUN
bracis-28346	236	47	.	.	PUNCT
bracis-28346	237	1	brief	brief	ADJ
bracis-28346	237	2	.	.	PUNCT
bracis-28346	238	1	bioinform	bioinform	NOUN
bracis-28346	238	2	.	.	PUNCT
bracis-28346	239	1	15(5	15(5	NUM
bracis-28346	239	2	)	)	PUNCT
bracis-28346	239	3	,	,	PUNCT
bracis-28346	240	1	788–797	788–797	NUM
bracis-28346	240	2	(	(	PUNCT
bracis-28346	240	3	2014	2014	NUM
bracis-28346	240	4	)	)	PUNCT
bracis-28346	240	5	.	.	PUNCT
bracis-28346	241	1	https://doi.org/10.1093/bib/bbt026	https://doi.org/10.1093/bib/bbt026	PROPN
bracis-28346	241	2	article	article	PROPN
bracis-28346	241	3	  	  	SPACE
bracis-28346	241	4	google	google	PROPN
bracis-28346	241	5	scholar	scholar	NOUN
bracis-28346	241	6	  	  	SPACE
bracis-28346	241	7	hao	hao	PROPN
bracis-28346	241	8	,	,	PUNCT
bracis-28346	241	9	k.	k.	PROPN
bracis-28346	241	10	:	:	PUNCT
bracis-28346	241	11	a	a	DET
bracis-28346	241	12	us	us	PROPN
bracis-28346	241	13	government	government	NOUN
bracis-28346	241	14	study	study	NOUN
bracis-28346	241	15	confirms	confirm	VERB
bracis-28346	241	16	most	most	ADJ
bracis-28346	241	17	face	face	NOUN
bracis-28346	241	18	recognition	recognition	NOUN
bracis-28346	241	19	systems	system	NOUN
bracis-28346	241	20	are	be	AUX
bracis-28346	241	21	racist	racist	ADJ
bracis-28346	241	22	(	(	PUNCT
bracis-28346	241	23	2019	2019	NUM
bracis-28346	241	24	)	)	PUNCT
bracis-28346	241	25	.	.	PUNCT
bracis-28346	242	1	https://www.technologyreview.com/2019/12/20/79/ai-face-recognition-racist-us-government-nist-study/.	https://www.technologyreview.com/2019/12/20/79/ai-face-recognition-racist-us-government-nist-study/.	PROPN
bracis-28346	242	2	accessed	access	VERB
bracis-28346	242	3	10	10	NUM
bracis-28346	242	4	may	may	PROPN
bracis-28346	242	5	2023	2023	NUM
bracis-28346	242	6	haraway	haraway	NOUN
bracis-28346	242	7	,	,	PUNCT
bracis-28346	242	8	d.j	d.j	PROPN
bracis-28346	242	9	.	.	PROPN
bracis-28346	242	10	:	:	PUNCT
bracis-28346	243	1	the	the	DET
bracis-28346	243	2	companion	companion	NOUN
bracis-28346	243	3	species	specie	NOUN
bracis-28346	243	4	manifesto	manifesto	NOUN
bracis-28346	243	5	:	:	PUNCT
bracis-28346	243	6	dogs	dog	NOUN
bracis-28346	243	7	,	,	PUNCT
bracis-28346	243	8	people	people	NOUN
bracis-28346	243	9	,	,	PUNCT
bracis-28346	243	10	and	and	CCONJ
bracis-28346	243	11	significant	significant	ADJ
bracis-28346	243	12	otherness	otherness	NOUN
bracis-28346	243	13	.	.	PUNCT
bracis-28346	244	1	prickly	prickly	ADJ
bracis-28346	244	2	paradigm	paradigm	NOUN
bracis-28346	244	3	press	press	NOUN
bracis-28346	244	4	,	,	PUNCT
bracis-28346	244	5	chicago	chicago	PROPN
bracis-28346	244	6	(	(	PUNCT
bracis-28346	244	7	2003	2003	NUM
bracis-28346	244	8	)	)	PUNCT
bracis-28346	244	9	google	google	PROPN
bracis-28346	244	10	scholar	scholar	NOUN
bracis-28346	244	11	  	  	SPACE
bracis-28346	244	12	lan	lan	PROPN
bracis-28346	244	13	,	,	PUNCT
bracis-28346	244	14	h.	h.	PROPN
bracis-28346	244	15	:	:	PUNCT
bracis-28346	244	16	covid	covid	PROPN
bracis-28346	244	17	-	-	PUNCT
bracis-28346	244	18	scraper	scraper	NOUN
bracis-28346	244	19	:	:	PUNCT
bracis-28346	244	20	an	an	DET
bracis-28346	244	21	open	open	ADJ
bracis-28346	244	22	-	-	PUNCT
bracis-28346	244	23	source	source	NOUN
bracis-28346	244	24	toolset	toolset	NOUN
bracis-28346	244	25	for	for	ADP
bracis-28346	244	26	automatically	automatically	ADV
bracis-28346	244	27	scraping	scrape	VERB
bracis-28346	244	28	and	and	CCONJ
bracis-28346	244	29	processing	process	VERB
bracis-28346	244	30	global	global	ADJ
bracis-28346	244	31	multi	multi	ADJ
bracis-28346	244	32	-	-	ADJ
bracis-28346	244	33	scale	scale	ADJ
bracis-28346	244	34	spatiotemporal	spatiotemporal	ADJ
bracis-28346	244	35	covid-19	covid-19	PROPN
bracis-28346	244	36	records	record	NOUN
bracis-28346	244	37	.	.	PUNCT
bracis-28346	245	1	ieee	ieee	NOUN
bracis-28346	245	2	access	access	NOUN
bracis-28346	245	3	9	9	NUM
bracis-28346	245	4	,	,	PUNCT
bracis-28346	245	5	84783–84798	84783–84798	NUM
bracis-28346	245	6	(	(	PUNCT
bracis-28346	245	7	2021	2021	NUM
bracis-28346	245	8	)	)	PUNCT
bracis-28346	245	9	.	.	PUNCT
bracis-28346	246	1	https://doi.org/10.1109/access.2021.3085682	https://doi.org/10.1109/access.2021.3085682	PROPN
bracis-28346	246	2	article	article	NOUN
bracis-28346	246	3	  	  	SPACE
bracis-28346	246	4	google	google	PROPN
bracis-28346	246	5	scholar	scholar	NOUN
bracis-28346	246	6	  	  	SPACE
bracis-28346	246	7	lupton	lupton	PROPN
bracis-28346	246	8	,	,	PUNCT
bracis-28346	246	9	d.	d.	PROPN
bracis-28346	246	10	:	:	PUNCT
bracis-28346	246	11	digital	digital	ADJ
bracis-28346	246	12	companion	companion	NOUN
bracis-28346	246	13	species	specie	NOUN
bracis-28346	246	14	and	and	CCONJ
bracis-28346	246	15	eating	eat	VERB
bracis-28346	246	16	data	datum	NOUN
bracis-28346	246	17	:	:	PUNCT
bracis-28346	246	18	implications	implication	NOUN
bracis-28346	246	19	for	for	ADP
bracis-28346	246	20	theorising	theorise	VERB
bracis-28346	246	21	digital	digital	ADJ
bracis-28346	246	22	data	datum	NOUN
bracis-28346	246	23	-	-	PUNCT
bracis-28346	246	24	human	human	ADJ
bracis-28346	246	25	assemblages	assemblage	NOUN
bracis-28346	246	26	.	.	PUNCT
bracis-28346	247	1	big	big	ADJ
bracis-28346	247	2	data	datum	NOUN
bracis-28346	247	3	soc	soc	NOUN
bracis-28346	247	4	.	.	PUNCT
bracis-28346	248	1	3(1	3(1	NUM
bracis-28346	248	2	)	)	PUNCT
bracis-28346	248	3	,	,	PUNCT
bracis-28346	248	4	1–5	1–5	X
bracis-28346	248	5	(	(	PUNCT
bracis-28346	248	6	2016	2016	NUM
bracis-28346	248	7	)	)	PUNCT
bracis-28346	248	8	.	.	PUNCT
bracis-28346	249	1	https://doi.org/10.1177/2053951715619947	https://doi.org/10.1177/2053951715619947	PROPN
bracis-28346	249	2	article	article	PROPN
bracis-28346	249	3	  	  	SPACE
bracis-28346	249	4	google	google	PROPN
bracis-28346	249	5	scholar	scholar	NOUN
bracis-28346	249	6	  	  	SPACE
bracis-28346	249	7	lynch	lynch	PROPN
bracis-28346	249	8	,	,	PUNCT
bracis-28346	249	9	j.	j.	PROPN
bracis-28346	249	10	:	:	PUNCT
bracis-28346	249	11	face	face	VERB
bracis-28346	249	12	off	off	ADP
bracis-28346	249	13	:	:	PUNCT
bracis-28346	249	14	law	law	NOUN
bracis-28346	249	15	enforcement	enforcement	NOUN
bracis-28346	249	16	use	use	NOUN
bracis-28346	249	17	of	of	ADP
bracis-28346	249	18	face	face	NOUN
bracis-28346	249	19	recognition	recognition	NOUN
bracis-28346	249	20	technology	technology	NOUN
bracis-28346	249	21	.	.	PUNCT
bracis-28346	250	1	elect	elect	PROPN
bracis-28346	250	2	.	.	PUNCT
bracis-28346	251	1	front	front	PROPN
bracis-28346	251	2	.	.	PUNCT
bracis-28346	252	1	found	find	VERB
bracis-28346	252	2	.	.	PUNCT
bracis-28346	253	1	(	(	PUNCT
bracis-28346	253	2	eff	eff	PROPN
bracis-28346	253	3	)	)	PUNCT
bracis-28346	253	4	(	(	PUNCT
bracis-28346	253	5	2020	2020	NUM
bracis-28346	253	6	)	)	PUNCT
bracis-28346	253	7	.	.	PUNCT
bracis-28346	254	1	https://doi.org/10.2139/ssrn.3909038	https://doi.org/10.2139/ssrn.3909038	PROPN
bracis-28346	254	2	article	article	NOUN
bracis-28346	254	3	  	  	SPACE
bracis-28346	254	4	google	google	PROPN
bracis-28346	254	5	scholar	scholar	NOUN
bracis-28346	254	6	  	  	SPACE
bracis-28346	254	7	maslej	maslej	NOUN
bracis-28346	254	8	,	,	PUNCT
bracis-28346	254	9	n.	n.	NOUN
bracis-28346	254	10	,	,	PUNCT
bracis-28346	254	11	et	et	PROPN
bracis-28346	254	12	al	al	PROPN
bracis-28346	254	13	.	.	PROPN
bracis-28346	254	14	:	:	PUNCT
bracis-28346	254	15	artificial	artificial	ADJ
bracis-28346	254	16	intelligence	intelligence	NOUN
bracis-28346	254	17	index	index	NOUN
bracis-28346	254	18	report	report	NOUN
bracis-28346	254	19	2023	2023	NUM
bracis-28346	254	20	.	.	PUNCT
bracis-28346	255	1	technical	technical	ADJ
bracis-28346	255	2	report	report	PROPN
bracis-28346	255	3	,	,	PUNCT
bracis-28346	255	4	institute	institute	NOUN
bracis-28346	255	5	for	for	ADP
bracis-28346	255	6	human	human	NOUN
bracis-28346	255	7	-	-	PUNCT
bracis-28346	255	8	centered	center	VERB
bracis-28346	255	9	ai	ai	PROPN
bracis-28346	255	10	stanford	stanford	PROPN
bracis-28346	255	11	university	university	PROPN
bracis-28346	255	12	,	,	PUNCT
bracis-28346	255	13	stanford	stanford	PROPN
bracis-28346	255	14	(	(	PUNCT
bracis-28346	255	15	2023	2023	NUM
bracis-28346	255	16	)	)	PUNCT
bracis-28346	255	17	.	.	PUNCT
bracis-28346	256	1	https://aiindex.stanford.edu/wp-content/uploads/2023/04/hai_ai-index-report_2023.pdf	https://aiindex.stanford.edu/wp-content/uploads/2023/04/hai_ai-index-report_2023.pdf	PROPN
bracis-28346	256	2	mol	mol	PROPN
bracis-28346	256	3	,	,	PUNCT
bracis-28346	256	4	a.	a.	NOUN
bracis-28346	256	5	:	:	PUNCT
bracis-28346	257	1	i	i	PRON
bracis-28346	257	2	eat	eat	VERB
bracis-28346	257	3	an	an	DET
bracis-28346	257	4	apple	apple	NOUN
bracis-28346	257	5	on	on	ADP
bracis-28346	257	6	theorizing	theorize	VERB
bracis-28346	257	7	subjectivities	subjectivity	NOUN
bracis-28346	257	8	.	.	PUNCT
bracis-28346	258	1	subjectivity	subjectivity	NOUN
bracis-28346	258	2	22	22	NUM
bracis-28346	258	3	,	,	PUNCT
bracis-28346	258	4	28–37	28–37	NOUN
bracis-28346	258	5	(	(	PUNCT
bracis-28346	258	6	2008	2008	NUM
bracis-28346	258	7	)	)	PUNCT
bracis-28346	258	8	.	.	PUNCT
bracis-28346	259	1	https://doi.org/10.1057/sub.2008.2	https://doi.org/10.1057/sub.2008.2	PROPN
bracis-28346	259	2	article	article	PROPN
bracis-28346	259	3	  	  	SPACE
bracis-28346	259	4	google	google	PROPN
bracis-28346	259	5	scholar	scholar	NOUN
bracis-28346	259	6	  	  	SPACE
bracis-28346	259	7	montag	montag	PROPN
bracis-28346	259	8	,	,	PUNCT
bracis-28346	259	9	l.	l.	PROPN
bracis-28346	259	10	,	,	PUNCT
bracis-28346	259	11	mcleod	mcleod	PROPN
bracis-28346	259	12	,	,	PUNCT
bracis-28346	259	13	r.	r.	PROPN
bracis-28346	259	14	,	,	PUNCT
bracis-28346	259	15	de	de	X
bracis-28346	259	16	mets	met	NOUN
bracis-28346	259	17	,	,	PUNCT
bracis-28346	259	18	l.	l.	PROPN
bracis-28346	259	19	,	,	PUNCT
bracis-28346	259	20	gauld	gauld	AUX
bracis-28346	259	21	,	,	PUNCT
bracis-28346	259	22	m.	m.	NOUN
bracis-28346	259	23	,	,	PUNCT
bracis-28346	259	24	rodger	rodger	PROPN
bracis-28346	259	25	,	,	PUNCT
bracis-28346	259	26	f.	f.	PROPN
bracis-28346	259	27	,	,	PUNCT
bracis-28346	259	28	pełka	pełka	NOUN
bracis-28346	259	29	,	,	PUNCT
bracis-28346	259	30	m.	m.	NOUN
bracis-28346	259	31	:	:	PUNCT
bracis-28346	259	32	the	the	DET
bracis-28346	259	33	rise	rise	NOUN
bracis-28346	259	34	and	and	CCONJ
bracis-28346	259	35	rise	rise	NOUN
bracis-28346	259	36	of	of	ADP
bracis-28346	259	37	biometric	biometric	ADJ
bracis-28346	259	38	mass	mass	NOUN
bracis-28346	259	39	surveillance	surveillance	NOUN
bracis-28346	259	40	in	in	ADP
bracis-28346	259	41	the	the	DET
bracis-28346	259	42	eu	eu	PROPN
bracis-28346	259	43	:	:	PUNCT
bracis-28346	259	44	a	a	DET
bracis-28346	259	45	legal	legal	ADJ
bracis-28346	259	46	analysis	analysis	NOUN
bracis-28346	259	47	of	of	ADP
bracis-28346	259	48	biometric	biometric	ADJ
bracis-28346	259	49	mass	mass	NOUN
bracis-28346	259	50	surveillance	surveillance	NOUN
bracis-28346	259	51	practices	practice	NOUN
bracis-28346	259	52	in	in	ADP
bracis-28346	259	53	germany	germany	PROPN
bracis-28346	259	54	,	,	PUNCT
bracis-28346	259	55	the	the	DET
bracis-28346	259	56	netherlands	netherlands	PROPN
bracis-28346	259	57	,	,	PUNCT
bracis-28346	259	58	and	and	CCONJ
bracis-28346	259	59	poland	poland	PROPN
bracis-28346	259	60	.	.	PROPN
bracis-28346	260	1	edri	edri	PROPN
bracis-28346	260	2	(	(	PUNCT
bracis-28346	260	3	european	european	ADJ
bracis-28346	260	4	digital	digital	ADJ
bracis-28346	260	5	rights	right	NOUN
bracis-28346	260	6	)	)	PUNCT
bracis-28346	260	7	and	and	CCONJ
bracis-28346	260	8	eiji	eiji	PROPN
bracis-28346	260	9	(	(	PUNCT
bracis-28346	260	10	edinburgh	edinburgh	PROPN
bracis-28346	260	11	international	international	PROPN
bracis-28346	260	12	justice	justice	PROPN
bracis-28346	260	13	initiative	initiative	PROPN
bracis-28346	260	14	)	)	PUNCT
bracis-28346	260	15	(	(	PUNCT
bracis-28346	260	16	2021	2021	NUM
bracis-28346	260	17	)	)	PUNCT
bracis-28346	260	18	google	google	NOUN
bracis-28346	260	19	scholar	scholar	NOUN
bracis-28346	260	20	  	  	SPACE
bracis-28346	260	21	phankokkruad	phankokkruad	NOUN
bracis-28346	260	22	,	,	PUNCT
bracis-28346	260	23	m.	m.	NOUN
bracis-28346	260	24	,	,	PUNCT
bracis-28346	260	25	jaturawat	jaturawat	PROPN
bracis-28346	260	26	,	,	PUNCT
bracis-28346	260	27	p.	p.	NOUN
bracis-28346	260	28	:	:	PUNCT
bracis-28346	260	29	influence	influence	NOUN
bracis-28346	260	30	of	of	ADP
bracis-28346	260	31	facial	facial	ADJ
bracis-28346	260	32	expression	expression	NOUN
bracis-28346	260	33	and	and	CCONJ
bracis-28346	260	34	viewpoint	viewpoint	VERB
bracis-28346	260	35	variations	variation	NOUN
bracis-28346	260	36	on	on	ADP
bracis-28346	260	37	face	face	NOUN
bracis-28346	260	38	recognition	recognition	NOUN
bracis-28346	260	39	accuracy	accuracy	NOUN
bracis-28346	260	40	by	by	ADP
bracis-28346	260	41	different	different	ADJ
bracis-28346	260	42	face	face	NOUN
bracis-28346	260	43	recognition	recognition	NOUN
bracis-28346	260	44	algorithms	algorithm	NOUN
bracis-28346	260	45	.	.	PUNCT
bracis-28346	261	1	in	in	ADP
bracis-28346	261	2	:	:	PUNCT
bracis-28346	261	3	2017	2017	NUM
bracis-28346	261	4	18th	18th	ADJ
bracis-28346	261	5	ieee	ieee	NOUN
bracis-28346	261	6	/	/	SYM
bracis-28346	261	7	acis	acis	PROPN
bracis-28346	261	8	international	international	PROPN
bracis-28346	261	9	conference	conference	PROPN
bracis-28346	261	10	on	on	ADP
bracis-28346	261	11	software	software	NOUN
bracis-28346	261	12	engineering	engineering	NOUN
bracis-28346	261	13	,	,	PUNCT
bracis-28346	261	14	artificial	artificial	ADJ
bracis-28346	261	15	intelligence	intelligence	NOUN
bracis-28346	261	16	,	,	PUNCT
bracis-28346	261	17	networking	networking	NOUN
bracis-28346	261	18	and	and	CCONJ
bracis-28346	261	19	parallel	parallel	ADJ
bracis-28346	261	20	/	/	SYM
bracis-28346	261	21	distributed	distribute	VERB
bracis-28346	261	22	computing	computing	NOUN
bracis-28346	261	23	(	(	PUNCT
bracis-28346	261	24	snpd	snpd	PROPN
bracis-28346	261	25	)	)	PUNCT
bracis-28346	261	26	,	,	PUNCT
bracis-28346	261	27	pp	pp	ADJ
bracis-28346	261	28	.	.	PUNCT
bracis-28346	262	1	231–237	231–237	NUM
bracis-28346	262	2	(	(	PUNCT
bracis-28346	262	3	2017	2017	NUM
bracis-28346	262	4	)	)	PUNCT
bracis-28346	262	5	.	.	PUNCT
bracis-28346	263	1	https://doi.org/10.1109/snpd.2017.8022727	https://doi.org/10.1109/snpd.2017.8022727	PROPN
bracis-28346	263	2	procon	procon	PROPN
bracis-28346	263	3	:	:	PUNCT
bracis-28346	263	4	procon	procon	PROPN
bracis-28346	263	5	tem	tem	PROPN
bracis-28346	263	6	reclamaçães	reclamaçães	PROPN
bracis-28346	263	7	de	de	X
bracis-28346	263	8	aposentados	aposentados	PROPN
bracis-28346	263	9	que	que	PROPN
bracis-28346	263	10	não	não	PROPN
bracis-28346	263	11	pediram	pediram	PROPN
bracis-28346	263	12	empréstimos	empréstimos	PROPN
bracis-28346	263	13	consignados	consignado	NOUN
bracis-28346	263	14	(	(	PUNCT
bracis-28346	263	15	2020	2020	NUM
bracis-28346	263	16	)	)	PUNCT
bracis-28346	263	17	.	.	PUNCT
bracis-28346	264	1	https://globoplay.globo.com/v/8970817/.	https://globoplay.globo.com/v/8970817/.	PROPN
bracis-28346	264	2	accessed	access	VERB
bracis-28346	264	3	1	1	NUM
bracis-28346	264	4	may	may	PROPN
bracis-28346	264	5	2023	2023	NUM
bracis-28346	264	6	salomão	salomão	NOUN
bracis-28346	264	7	,	,	PUNCT
bracis-28346	264	8	l.f	l.f	PROPN
bracis-28346	264	9	.	.	PROPN
bracis-28346	264	10	,	,	PUNCT
bracis-28346	264	11	outros	outros	PROPN
bracis-28346	264	12	:	:	PUNCT
bracis-28346	264	13	inteligëncia	inteligëncia	PROPN
bracis-28346	264	14	artificial	artificial	ADJ
bracis-28346	264	15	:	:	PUNCT
bracis-28346	264	16	tecnologia	tecnologia	PROPN
bracis-28346	264	17	aplicada	aplicada	PROPN
bracis-28346	265	1	á	á	PROPN
bracis-28346	265	2	gestão	gestão	PROPN
bracis-28346	265	3	dos	dos	PROPN
bracis-28346	265	4	conflitos	conflito	VERB
bracis-28346	265	5	no	no	DET
bracis-28346	265	6	âmbito	âmbito	NOUN
bracis-28346	265	7	do	do	AUX
bracis-28346	265	8	poder	poder	PROPN
bracis-28346	265	9	judiciário	judiciário	PROPN
bracis-28346	265	10	brasileiro	brasileiro	PROPN
bracis-28346	265	11	(	(	PUNCT
bracis-28346	265	12	2020	2020	NUM
bracis-28346	265	13	)	)	PUNCT
bracis-28346	265	14	.	.	PUNCT
bracis-28346	266	1	https://ciapj.fgv.br/sites/ciapj.fgv.br/files/estudos_e_pesquisas_ia_1afase.pdf	https://ciapj.fgv.br/sites/ciapj.fgv.br/files/estudos_e_pesquisas_ia_1afase.pdf	PROPN
bracis-28346	266	2	.	.	PROPN
bracis-28346	267	1	accessed	access	VERB
bracis-28346	267	2	17	17	NUM
bracis-28346	267	3	april	april	PROPN
bracis-28346	267	4	2023	2023	NUM
bracis-28346	267	5	sharif	sharif	PROPN
bracis-28346	267	6	,	,	PUNCT
bracis-28346	267	7	m.	m.	NOUN
bracis-28346	267	8	,	,	PUNCT
bracis-28346	267	9	naz	naz	PROPN
bracis-28346	267	10	,	,	PUNCT
bracis-28346	267	11	f.	f.	PROPN
bracis-28346	267	12	,	,	PUNCT
bracis-28346	267	13	yasmin	yasmin	PROPN
bracis-28346	267	14	,	,	PUNCT
bracis-28346	267	15	m.	m.	NOUN
bracis-28346	267	16	,	,	PUNCT
bracis-28346	267	17	shahid	shahid	PROPN
bracis-28346	267	18	,	,	PUNCT
bracis-28346	267	19	m.a	m.a	PROPN
bracis-28346	267	20	.	.	PROPN
bracis-28346	267	21	,	,	PUNCT
bracis-28346	267	22	rehman	rehman	PROPN
bracis-28346	267	23	,	,	PUNCT
bracis-28346	267	24	a.	a.	NOUN
bracis-28346	267	25	:	:	PUNCT
bracis-28346	267	26	face	face	NOUN
bracis-28346	267	27	recognition	recognition	NOUN
bracis-28346	267	28	:	:	PUNCT
bracis-28346	267	29	a	a	DET
bracis-28346	267	30	survey	survey	NOUN
bracis-28346	267	31	.	.	PUNCT
bracis-28346	268	1	j.	j.	PROPN
bracis-28346	268	2	eng	eng	PROPN
bracis-28346	268	3	.	.	PUNCT
bracis-28346	269	1	sci	sci	PROPN
bracis-28346	269	2	.	.	PROPN
bracis-28346	269	3	technol	technol	AUX
bracis-28346	269	4	.	.	PUNCT
bracis-28346	269	5	rev	rev	PROPN
bracis-28346	269	6	.	.	PROPN
bracis-28346	270	1	10(2	10(2	NUM
bracis-28346	270	2	)	)	PUNCT
bracis-28346	270	3	,	,	PUNCT
bracis-28346	270	4	1–12	1–12	PROPN
bracis-28346	270	5	(	(	PUNCT
bracis-28346	270	6	2017	2017	NUM
bracis-28346	270	7	)	)	PUNCT
bracis-28346	270	8	article	article	NOUN
bracis-28346	270	9	  	  	SPACE
bracis-28346	270	10	google	google	PROPN
bracis-28346	270	11	scholar	scholar	NOUN
bracis-28346	270	12	  	  	SPACE
bracis-28346	270	13	da	da	PROPN
bracis-28346	270	14	silva	silva	PROPN
bracis-28346	270	15	,	,	PUNCT
bracis-28346	270	16	t.	t.	PROPN
bracis-28346	270	17	:	:	PUNCT
bracis-28346	270	18	visão	visão	PROPN
bracis-28346	270	19	computacional	computacional	PROPN
bracis-28346	270	20	e	e	PROPN
bracis-28346	270	21	racismo	racismo	PROPN
bracis-28346	270	22	algorítmico	algorítmico	NOUN
bracis-28346	270	23	:	:	PUNCT
bracis-28346	270	24	branquitude	branquitude	NOUN
bracis-28346	270	25	e	e	NOUN
bracis-28346	270	26	opacidade	opacidade	VERB
bracis-28346	270	27	no	no	DET
bracis-28346	270	28	aprendizado	aprendizado	ADJ
bracis-28346	270	29	de	de	X
bracis-28346	270	30	máquina	máquina	PROPN
bracis-28346	270	31	.	.	PROPN
bracis-28346	271	1	revista	revista	PROPN
bracis-28346	271	2	da	da	PROPN
bracis-28346	272	1	associação	associação	PROPN
bracis-28346	272	2	brasileira	brasileira	PROPN
bracis-28346	272	3	de	de	ADP
bracis-28346	272	4	pesquisadores	pesquisadore	NOUN
bracis-28346	272	5	/	/	PUNCT
bracis-28346	272	6	as	as	ADP
bracis-28346	272	7	negros	negro	NOUN
bracis-28346	272	8	/	/	PUNCT
bracis-28346	272	9	as	as	ADP
bracis-28346	272	10	(	(	PUNCT
bracis-28346	272	11	abpn	abpn	NOUN
bracis-28346	272	12	)	)	PUNCT
bracis-28346	272	13	12(31	12(31	NUM
bracis-28346	272	14	)	)	PUNCT
bracis-28346	272	15	,	,	PUNCT
bracis-28346	272	16	428–448	428–448	NUM
bracis-28346	272	17	(	(	PUNCT
bracis-28346	272	18	2020	2020	NUM
bracis-28346	272	19	)	)	PUNCT
bracis-28346	272	20	article	article	NOUN
bracis-28346	272	21	  	  	SPACE
bracis-28346	272	22	google	google	PROPN
bracis-28346	272	23	scholar	scholar	NOUN
bracis-28346	272	24	  	  	SPACE
bracis-28346	272	25	simonite	simonite	NOUN
bracis-28346	272	26	,	,	PUNCT
bracis-28346	272	27	t.	t.	PROPN
bracis-28346	272	28	:	:	PUNCT
bracis-28346	272	29	ai	ai	VERB
bracis-28346	272	30	is	be	AUX
bracis-28346	272	31	the	the	DET
bracis-28346	272	32	future	future	NOUN
bracis-28346	272	33	-	-	PUNCT
bracis-28346	272	34	but	but	CCONJ
bracis-28346	272	35	where	where	SCONJ
bracis-28346	272	36	are	be	AUX
bracis-28346	272	37	the	the	DET
bracis-28346	272	38	women	woman	NOUN
bracis-28346	272	39	(	(	PUNCT
bracis-28346	272	40	2018	2018	NUM
bracis-28346	272	41	)	)	PUNCT
bracis-28346	272	42	.	.	PUNCT
bracis-28346	273	1	https://www.wired.com/story/artificial-intelligence-researchers-gender-imbalance	https://www.wired.com/story/artificial-intelligence-researchers-gender-imbalance	NOUN
bracis-28346	273	2	.	.	PUNCT
bracis-28346	274	1	accessed	access	VERB
bracis-28346	274	2	30	30	NUM
bracis-28346	274	3	april	april	PROPN
bracis-28346	274	4	2023	2023	NUM
bracis-28346	274	5	união	união	PROPN
bracis-28346	274	6	europeia	europeia	NOUN
bracis-28346	274	7	:	:	PUNCT
bracis-28346	275	1	grupo	grupo	PROPN
bracis-28346	275	2	de	de	X
bracis-28346	275	3	trabalho	trabalho	PROPN
bracis-28346	275	4	para	para	NOUN
bracis-28346	275	5	o	o	PROPN
bracis-28346	275	6	artigo	artigo	PROPN
bracis-28346	275	7	29\(^\circ	29\(^\circ	NUM
bracis-28346	275	8	\	\	NOUN
bracis-28346	275	9	)	)	PUNCT
bracis-28346	275	10	para	para	VERB
bracis-28346	275	11	a	a	DET
bracis-28346	275	12	proteção	proteção	X
bracis-28346	275	13	de	de	X
bracis-28346	275	14	dados	dado	NOUN
bracis-28346	275	15	(	(	PUNCT
bracis-28346	275	16	2017	2017	NUM
bracis-28346	275	17	)	)	PUNCT
bracis-28346	275	18	,	,	PUNCT
bracis-28346	275	19	https://edpb.europa.eu/about-edpb/more-about-edpb/article-29-working-party_pt	https://edpb.europa.eu/about-edpb/more-about-edpb/article-29-working-party_pt	NOUN
bracis-28346	275	20	.	.	PUNCT
bracis-28346	276	1	accessed	access	VERB
bracis-28346	276	2	1	1	NUM
bracis-28346	276	3	may	may	PROPN
bracis-28346	276	4	2023	2023	NUM
bracis-28346	276	5	vanderplas	vanderpla	NOUN
bracis-28346	276	6	,	,	PUNCT
bracis-28346	276	7	j.	j.	PROPN
bracis-28346	276	8	:	:	PUNCT
bracis-28346	276	9	python	python	PROPN
bracis-28346	276	10	for	for	ADP
bracis-28346	276	11	data	data	NOUN
bracis-28346	276	12	science	science	PROPN
bracis-28346	276	13	handbook	handbook	NOUN
bracis-28346	276	14	.	.	PUNCT
bracis-28346	277	1	o’reilly	o’reilly	ADV
bracis-28346	277	2	media	medium	NOUN
bracis-28346	277	3	,	,	PUNCT
bracis-28346	277	4	sebastopol	sebastopol	NOUN
bracis-28346	277	5	(	(	PUNCT
bracis-28346	277	6	2016	2016	NUM
bracis-28346	277	7	)	)	PUNCT
bracis-28346	277	8	google	google	PROPN
bracis-28346	277	9	scholar	scholar	NOUN
bracis-28346	277	10	  	  	SPACE
bracis-28346	277	11	download	download	NOUN
bracis-28346	277	12	references	reference	NOUN
bracis-28346	277	13	author	author	NOUN
bracis-28346	277	14	information	information	NOUN
bracis-28346	277	15	authors	author	NOUN
bracis-28346	277	16	and	and	CCONJ
bracis-28346	277	17	affiliations	affiliation	NOUN
bracis-28346	277	18	faculty	faculty	NOUN
bracis-28346	277	19	of	of	ADP
bracis-28346	277	20	law	law	NOUN
bracis-28346	277	21	of	of	ADP
bracis-28346	277	22	ribeirão	ribeirão	PROPN
bracis-28346	277	23	preto	preto	PROPN
bracis-28346	277	24	,	,	PUNCT
bracis-28346	277	25	university	university	PROPN
bracis-28346	277	26	of	of	ADP
bracis-28346	277	27	são	são	PROPN
bracis-28346	277	28	paulo	paulo	PROPN
bracis-28346	277	29	(	(	PUNCT
bracis-28346	277	30	usp	usp	PROPN
bracis-28346	277	31	)	)	PUNCT
bracis-28346	277	32	,	,	PUNCT
bracis-28346	277	33	são	são	PROPN
bracis-28346	277	34	paulo	paulo	PROPN
bracis-28346	277	35	,	,	PUNCT
bracis-28346	277	36	brazil	brazil	PROPN
bracis-28346	277	37	cristina	cristina	PROPN
bracis-28346	277	38	godoy	godoy	PROPN
bracis-28346	277	39	b.	b.	PROPN
bracis-28346	277	40	de	de	PROPN
bracis-28346	277	41	oliveira	oliveira	PROPN
bracis-28346	277	42	 	 	SPACE
bracis-28346	277	43	&	&	CCONJ
bracis-28346	277	44	 	 	SPACE
bracis-28346	277	45	emily	emily	PROPN
bracis-28346	277	46	liene	liene	VERB
bracis-28346	277	47	belotti	belotti	ADJ
bracis-28346	277	48	school	school	NOUN
bracis-28346	277	49	of	of	ADP
bracis-28346	277	50	arts	art	NOUN
bracis-28346	277	51	,	,	PUNCT
bracis-28346	277	52	sciences	science	NOUN
bracis-28346	277	53	and	and	CCONJ
bracis-28346	277	54	humanities	humanity	NOUN
bracis-28346	277	55	,	,	PUNCT
bracis-28346	277	56	usp	usp	PROPN
bracis-28346	277	57	,	,	PUNCT
bracis-28346	277	58	são	são	PROPN
bracis-28346	277	59	paulo	paulo	PROPN
bracis-28346	277	60	,	,	PUNCT
bracis-28346	277	61	brazil	brazil	PROPN
bracis-28346	277	62	otávio	otávio	PROPN
bracis-28346	277	63	de	de	PROPN
bracis-28346	277	64	paula	paula	PROPN
bracis-28346	277	65	albuquerque	albuquerque	PROPN
bracis-28346	277	66	institute	institute	PROPN
bracis-28346	277	67	of	of	ADP
bracis-28346	277	68	mathematical	mathematical	ADJ
bracis-28346	277	69	and	and	CCONJ
bracis-28346	277	70	computer	computer	NOUN
bracis-28346	277	71	sciences	science	NOUN
bracis-28346	277	72	of	of	ADP
bracis-28346	277	73	são	são	PROPN
bracis-28346	277	74	carlos	carlos	PROPN
bracis-28346	277	75	,	,	PUNCT
bracis-28346	277	76	usp	usp	PROPN
bracis-28346	277	77	,	,	PUNCT
bracis-28346	277	78	são	são	PROPN
bracis-28346	277	79	paulo	paulo	PROPN
bracis-28346	277	80	,	,	PUNCT
bracis-28346	277	81	brazil	brazil	PROPN
bracis-28346	277	82	isabella	isabella	PROPN
bracis-28346	277	83	ferreira	ferreira	PROPN
bracis-28346	277	84	lopes	lopes	PROPN
bracis-28346	277	85	department	department	PROPN
bracis-28346	277	86	of	of	ADP
bracis-28346	277	87	sociology	sociology	NOUN
bracis-28346	277	88	,	,	PUNCT
bracis-28346	277	89	usp	usp	PROPN
bracis-28346	277	90	,	,	PUNCT
bracis-28346	277	91	são	são	PROPN
bracis-28346	277	92	paulo	paulo	PROPN
bracis-28346	277	93	,	,	PUNCT
bracis-28346	277	94	brazil	brazil	PROPN
bracis-28346	277	95	rodrigo	rodrigo	PROPN
bracis-28346	277	96	brandão	brandão	PROPN
bracis-28346	277	97	de	de	PROPN
bracis-28346	277	98	a.	a.	PROPN
bracis-28346	277	99	silva	silva	PROPN
bracis-28346	277	100	 	 	SPACE
bracis-28346	277	101	&	&	CCONJ
bracis-28346	277	102	 	 	SPACE
bracis-28346	277	103	glauco	glauco	NOUN
bracis-28346	277	104	arbix	arbix	NOUN
bracis-28346	277	105	authors	author	NOUN
bracis-28346	277	106	cristina	cristina	PROPN
bracis-28346	277	107	godoy	godoy	PROPN
bracis-28346	277	108	b.	b.	PROPN
bracis-28346	277	109	de	de	PROPN
bracis-28346	277	110	oliveiraview	oliveiraview	PROPN
bracis-28346	277	111	author	author	NOUN
bracis-28346	277	112	publications	publication	NOUN
bracis-28346	277	113	search	search	NOUN
bracis-28346	277	114	author	author	NOUN
bracis-28346	277	115	on	on	ADP
bracis-28346	277	116	:	:	PUNCT
bracis-28346	277	117	pubmed	pubmed	PROPN
bracis-28346	277	118	 	 	SPACE
bracis-28346	277	119	google	google	PROPN
bracis-28346	277	120	scholar	scholar	NOUN
bracis-28346	277	121	otávio	otávio	PROPN
bracis-28346	277	122	de	de	PROPN
bracis-28346	277	123	paula	paula	PROPN
bracis-28346	277	124	albuquerqueview	albuquerqueview	PROPN
bracis-28346	277	125	author	author	NOUN
bracis-28346	277	126	publications	publication	NOUN
bracis-28346	277	127	search	search	NOUN
bracis-28346	277	128	author	author	NOUN
bracis-28346	277	129	on	on	ADP
bracis-28346	277	130	:	:	PUNCT
bracis-28346	277	131	pubmed	pubmed	PROPN
bracis-28346	277	132	 	 	SPACE
bracis-28346	277	133	google	google	PROPN
bracis-28346	277	134	scholar	scholar	PROPN
bracis-28346	277	135	emily	emily	PROPN
bracis-28346	277	136	liene	liene	VERB
bracis-28346	277	137	belottiview	belottiview	NOUN
bracis-28346	277	138	author	author	NOUN
bracis-28346	277	139	publications	publication	NOUN
bracis-28346	277	140	search	search	NOUN
bracis-28346	277	141	author	author	NOUN
bracis-28346	277	142	on	on	ADP
bracis-28346	277	143	:	:	PUNCT
bracis-28346	277	144	pubmed	pubmed	PROPN
bracis-28346	277	145	 	 	SPACE
bracis-28346	277	146	google	google	PROPN
bracis-28346	277	147	scholar	scholar	PROPN
bracis-28346	277	148	isabella	isabella	PROPN
bracis-28346	277	149	ferreira	ferreira	PROPN
bracis-28346	277	150	lopesview	lopesview	PROPN
bracis-28346	277	151	author	author	NOUN
bracis-28346	277	152	publications	publication	NOUN
bracis-28346	277	153	search	search	NOUN
bracis-28346	277	154	author	author	NOUN
bracis-28346	277	155	on	on	ADP
bracis-28346	277	156	:	:	PUNCT
bracis-28346	277	157	pubmed	pubmed	PROPN
bracis-28346	277	158	 	 	SPACE
bracis-28346	277	159	google	google	PROPN
bracis-28346	277	160	scholar	scholar	PROPN
bracis-28346	277	161	rodrigo	rodrigo	PROPN
bracis-28346	277	162	brandão	brandão	PROPN
bracis-28346	277	163	de	de	PROPN
bracis-28346	277	164	a.	a.	PROPN
bracis-28346	277	165	silvaview	silvaview	PROPN
bracis-28346	277	166	author	author	NOUN
bracis-28346	277	167	publications	publication	NOUN
bracis-28346	277	168	search	search	NOUN
bracis-28346	277	169	author	author	NOUN
bracis-28346	277	170	on	on	ADP
bracis-28346	277	171	:	:	PUNCT
bracis-28346	277	172	pubmed	pubmed	PROPN
bracis-28346	277	173	 	 	SPACE
bracis-28346	277	174	google	google	PROPN
bracis-28346	277	175	scholar	scholar	NOUN
bracis-28346	277	176	glauco	glauco	NOUN
bracis-28346	277	177	arbixview	arbixview	NOUN
bracis-28346	277	178	author	author	NOUN
bracis-28346	277	179	publications	publication	NOUN
bracis-28346	277	180	search	search	NOUN
bracis-28346	277	181	author	author	NOUN
bracis-28346	277	182	on	on	ADP
bracis-28346	277	183	:	:	PUNCT
bracis-28346	277	184	pubmed	pubmed	PROPN
bracis-28346	277	185	 	 	SPACE
bracis-28346	277	186	google	google	PROPN
bracis-28346	277	187	scholar	scholar	NOUN
bracis-28346	277	188	corresponding	correspond	VERB
bracis-28346	277	189	author	author	NOUN
bracis-28346	277	190	correspondence	correspondence	NOUN
bracis-28346	277	191	to	to	ADP
bracis-28346	277	192	cristina	cristina	PROPN
bracis-28346	277	193	godoy	godoy	PROPN
bracis-28346	277	194	b.	b.	PROPN
bracis-28346	277	195	de	de	PROPN
bracis-28346	277	196	oliveira	oliveira	PROPN
bracis-28346	277	197	.	.	PUNCT
bracis-28346	278	1	editor	editor	NOUN
bracis-28346	278	2	information	information	NOUN
bracis-28346	278	3	editors	editor	NOUN
bracis-28346	278	4	and	and	CCONJ
bracis-28346	278	5	affiliations	affiliation	NOUN
bracis-28346	278	6	federal	federal	PROPN
bracis-28346	278	7	university	university	PROPN
bracis-28346	278	8	of	of	ADP
bracis-28346	278	9	são	são	PROPN
bracis-28346	278	10	carlos	carlos	PROPN
bracis-28346	278	11	,	,	PUNCT
bracis-28346	278	12	são	são	PROPN
bracis-28346	278	13	carlos	carlos	PROPN
bracis-28346	278	14	,	,	PUNCT
bracis-28346	278	15	brazil	brazil	PROPN
bracis-28346	278	16	murilo	murilo	PROPN
bracis-28346	278	17	c.	c.	PROPN
bracis-28346	278	18	naldi	naldi	PROPN
bracis-28346	278	19	centro	centro	PROPN
bracis-28346	278	20	universitario	universitario	PROPN
bracis-28346	278	21	da	da	PROPN
bracis-28346	278	22	fei	fei	PROPN
bracis-28346	278	23	,	,	PUNCT
bracis-28346	278	24	são	são	PROPN
bracis-28346	278	25	bernardo	bernardo	PROPN
bracis-28346	278	26	do	do	AUX
bracis-28346	278	27	campo	campo	PROPN
bracis-28346	278	28	,	,	PUNCT
bracis-28346	278	29	brazil	brazil	PROPN
bracis-28346	278	30	reinaldo	reinaldo	PROPN
bracis-28346	278	31	a.	a.	PROPN
bracis-28346	278	32	c.	c.	PROPN
bracis-28346	278	33	bianchi	bianchi	PROPN
bracis-28346	278	34	rights	right	NOUN
bracis-28346	278	35	and	and	CCONJ
bracis-28346	278	36	permissions	permission	NOUN
bracis-28346	278	37	reprints	reprint	NOUN
bracis-28346	278	38	and	and	CCONJ
bracis-28346	278	39	permissions	permission	VERB
bracis-28346	278	40	copyright	copyright	NOUN
bracis-28346	278	41	information	information	NOUN
bracis-28346	278	42	©	©	ADP
bracis-28346	278	43	2023	2023	NUM
bracis-28346	278	44	the	the	DET
bracis-28346	278	45	author(s	author(s	NOUN
bracis-28346	278	46	)	)	PUNCT
bracis-28346	278	47	,	,	PUNCT
bracis-28346	278	48	under	under	ADP
bracis-28346	278	49	exclusive	exclusive	ADJ
bracis-28346	278	50	license	license	NOUN
bracis-28346	278	51	to	to	ADP
bracis-28346	278	52	springer	springer	NOUN
bracis-28346	278	53	nature	nature	PROPN
bracis-28346	278	54	switzerland	switzerland	PROPN
bracis-28346	278	55	ag	ag	PROPN
bracis-28346	278	56	about	about	ADP
bracis-28346	278	57	this	this	DET
bracis-28346	278	58	paper	paper	NOUN
bracis-28346	278	59	cite	cite	VERB
bracis-28346	278	60	this	this	DET
bracis-28346	278	61	paper	paper	NOUN
bracis-28346	278	62	godoy	godoy	PROPN
bracis-28346	278	63	b.	b.	PROPN
bracis-28346	278	64	de	de	PROPN
bracis-28346	278	65	oliveira	oliveira	PROPN
bracis-28346	278	66	,	,	PUNCT
bracis-28346	278	67	c.	c.	PROPN
bracis-28346	278	68	,	,	PUNCT
bracis-28346	278	69	de	de	PROPN
bracis-28346	278	70	paula	paula	PROPN
bracis-28346	278	71	albuquerque	albuquerque	PROPN
bracis-28346	278	72	,	,	PUNCT
bracis-28346	278	73	o.	o.	PROPN
bracis-28346	278	74	,	,	PUNCT
bracis-28346	278	75	liene	liene	NOUN
bracis-28346	278	76	belotti	belotti	PROPN
bracis-28346	278	77	,	,	PUNCT
bracis-28346	278	78	e.	e.	PROPN
bracis-28346	278	79	,	,	PUNCT
bracis-28346	278	80	ferreira	ferreira	PROPN
bracis-28346	278	81	lopes	lopes	PROPN
bracis-28346	278	82	,	,	PUNCT
bracis-28346	278	83	i.	i.	PROPN
bracis-28346	278	84	,	,	PUNCT
bracis-28346	278	85	brandão	brandão	PROPN
bracis-28346	278	86	de	de	PROPN
bracis-28346	278	87	a.	a.	PROPN
bracis-28346	278	88	silva	silva	PROPN
bracis-28346	278	89	,	,	PUNCT
bracis-28346	278	90	r.	r.	PROPN
bracis-28346	278	91	,	,	PUNCT
bracis-28346	278	92	arbix	arbix	NOUN
bracis-28346	278	93	,	,	PUNCT
bracis-28346	278	94	g.	g.	PROPN
bracis-28346	278	95	(	(	PUNCT
bracis-28346	278	96	2023	2023	NUM
bracis-28346	278	97	)	)	PUNCT
bracis-28346	278	98	.	.	PUNCT
bracis-28346	279	1	regulation	regulation	NOUN
bracis-28346	279	2	and	and	CCONJ
bracis-28346	279	3	 	 	SPACE
bracis-28346	279	4	ethics	ethic	NOUN
bracis-28346	279	5	of	of	ADP
bracis-28346	279	6	 	 	SPACE
bracis-28346	279	7	facial	facial	ADJ
bracis-28346	279	8	recognition	recognition	NOUN
bracis-28346	279	9	systems	system	NOUN
bracis-28346	279	10	:	:	PUNCT
bracis-28346	279	11	an	an	DET
bracis-28346	279	12	analysis	analysis	NOUN
bracis-28346	279	13	of	of	ADP
bracis-28346	279	14	 	 	SPACE
bracis-28346	279	15	cases	case	NOUN
bracis-28346	279	16	in	in	ADP
bracis-28346	279	17	 	 	SPACE
bracis-28346	279	18	the	the	DET
bracis-28346	279	19	 	 	SPACE
bracis-28346	279	20	court	court	NOUN
bracis-28346	279	21	of	of	ADP
bracis-28346	279	22	 	 	SPACE
bracis-28346	279	23	appeal	appeal	NOUN
bracis-28346	279	24	in	in	ADP
bracis-28346	279	25	 	 	SPACE
bracis-28346	279	26	the	the	DET
bracis-28346	279	27	 	 	SPACE
bracis-28346	279	28	state	state	NOUN
bracis-28346	279	29	of	of	ADP
bracis-28346	279	30	 	 	SPACE
bracis-28346	279	31	são	são	PROPN
bracis-28346	279	32	paulo	paulo	PROPN
bracis-28346	279	33	.	.	PUNCT
bracis-28346	280	1	in	in	ADP
bracis-28346	280	2	:	:	PUNCT
bracis-28346	280	3	naldi	naldi	PROPN
bracis-28346	280	4	,	,	PUNCT
bracis-28346	280	5	m.c	m.c	PROPN
bracis-28346	280	6	.	.	PROPN
bracis-28346	280	7	,	,	PUNCT
bracis-28346	280	8	bianchi	bianchi	PROPN
bracis-28346	280	9	,	,	PUNCT
bracis-28346	280	10	r.a.c	r.a.c	ADP
bracis-28346	280	11	.	.	PUNCT
bracis-28346	280	12	(	(	PUNCT
bracis-28346	280	13	eds	ed	NOUN
bracis-28346	280	14	)	)	PUNCT
bracis-28346	280	15	intelligent	intelligent	ADJ
bracis-28346	280	16	systems	system	NOUN
bracis-28346	280	17	.	.	PUNCT
bracis-28346	281	1	bracis	bracis	PROPN
bracis-28346	281	2	2023	2023	NUM
bracis-28346	281	3	.	.	PUNCT
bracis-28346	282	1	lecture	lecture	NOUN
bracis-28346	282	2	notes	note	NOUN
bracis-28346	282	3	in	in	ADP
bracis-28346	282	4	computer	computer	NOUN
bracis-28346	282	5	science	science	NOUN
bracis-28346	282	6	(	(	PUNCT
bracis-28346	282	7	)	)	PUNCT
bracis-28346	282	8	,	,	PUNCT
bracis-28346	282	9	vol	vol	NOUN
bracis-28346	282	10	14195	14195	NUM
bracis-28346	282	11	.	.	PUNCT
bracis-28346	283	1	springer	springer	NOUN
bracis-28346	283	2	,	,	PUNCT
bracis-28346	283	3	cham	cham	PROPN
bracis-28346	283	4	.	.	PUNCT
bracis-28346	284	1	https://doi.org/10.1007/978-3-031-45368-7_2	https://doi.org/10.1007/978-3-031-45368-7_2	PROPN
bracis-28346	284	2	download	download	PROPN
bracis-28346	284	3	citation	citation	NOUN
bracis-28346	284	4	.ris	.ris	PUNCT
bracis-28346	284	5	.enw	.enw	PROPN
bracis-28346	284	6	.bib	.bib	PUNCT
bracis-28346	285	1	doi	doi	PROPN
bracis-28346	285	2	:	:	PUNCT
bracis-28346	285	3	https://doi.org/10.1007/978-3-031-45368-7_2	https://doi.org/10.1007/978-3-031-45368-7_2	PROPN
bracis-28346	285	4	published	publish	VERB
bracis-28346	285	5	:	:	PUNCT
bracis-28346	285	6	12	12	NUM
bracis-28346	285	7	october	october	PROPN
bracis-28346	285	8	2023	2023	NUM
bracis-28346	285	9	publisher	publisher	NOUN
bracis-28346	285	10	name	name	NOUN
bracis-28346	285	11	:	:	PUNCT
bracis-28346	285	12	springer	springer	NOUN
bracis-28346	285	13	,	,	PUNCT
bracis-28346	285	14	cham	cham	PROPN
bracis-28346	285	15	print	print	PROPN
bracis-28346	285	16	isbn	isbn	PROPN
bracis-28346	285	17	:	:	PUNCT
bracis-28346	285	18	978	978	NUM
bracis-28346	285	19	-	-	SYM
bracis-28346	285	20	3	3	NUM
bracis-28346	285	21	-	-	PUNCT
bracis-28346	285	22	031	031	NUM
bracis-28346	285	23	-	-	PUNCT
bracis-28346	285	24	45367	45367	NUM
bracis-28346	285	25	-	-	PUNCT
bracis-28346	285	26	0	0	NUM
bracis-28346	285	27	online	online	ADJ
bracis-28346	285	28	isbn	isbn	NOUN
bracis-28346	285	29	:	:	PUNCT
bracis-28346	285	30	978	978	NUM
bracis-28346	285	31	-	-	SYM
bracis-28346	285	32	3	3	NUM
bracis-28346	285	33	-	-	PUNCT
bracis-28346	285	34	031	031	NUM
bracis-28346	285	35	-	-	PUNCT
bracis-28346	285	36	45368	45368	NUM
bracis-28346	285	37	-	-	PUNCT
bracis-28346	285	38	7	7	NUM
bracis-28346	285	39	ebook	ebook	NOUN
bracis-28346	285	40	packages	package	NOUN
bracis-28346	285	41	:	:	PUNCT
bracis-28346	285	42	computer	computer	NOUN
bracis-28346	285	43	sciencecomputer	sciencecomputer	NOUN
bracis-28346	285	44	science	science	NOUN
bracis-28346	285	45	(	(	PUNCT
bracis-28346	285	46	r0	r0	NOUN
bracis-28346	285	47	)	)	PUNCT
bracis-28346	285	48	share	share	VERB
bracis-28346	285	49	this	this	DET
bracis-28346	285	50	paper	paper	NOUN
bracis-28346	285	51	anyone	anyone	PRON
bracis-28346	285	52	you	you	PRON
bracis-28346	285	53	share	share	VERB
bracis-28346	285	54	the	the	DET
bracis-28346	285	55	following	follow	VERB
bracis-28346	285	56	link	link	NOUN
bracis-28346	285	57	with	with	ADP
bracis-28346	285	58	will	will	AUX
bracis-28346	285	59	be	be	AUX
bracis-28346	285	60	able	able	ADJ
bracis-28346	285	61	to	to	PART
bracis-28346	285	62	read	read	VERB
bracis-28346	285	63	this	this	DET
bracis-28346	285	64	content	content	NOUN
bracis-28346	285	65	:	:	PUNCT
bracis-28346	285	66	get	get	VERB
bracis-28346	285	67	shareable	shareable	ADJ
bracis-28346	285	68	linksorry	linksorry	NOUN
bracis-28346	285	69	,	,	PUNCT
bracis-28346	285	70	a	a	DET
bracis-28346	285	71	shareable	shareable	ADJ
bracis-28346	285	72	link	link	NOUN
bracis-28346	285	73	is	be	AUX
bracis-28346	285	74	not	not	PART
bracis-28346	285	75	currently	currently	ADV
bracis-28346	285	76	available	available	ADJ
bracis-28346	285	77	for	for	ADP
bracis-28346	285	78	this	this	DET
bracis-28346	285	79	article	article	NOUN
bracis-28346	285	80	.	.	PUNCT
bracis-28346	286	1	copy	copy	VERB
bracis-28346	286	2	shareable	shareable	ADJ
bracis-28346	286	3	link	link	NOUN
bracis-28346	286	4	to	to	PART
bracis-28346	286	5	clipboard	clipboard	NOUN
bracis-28346	286	6	provided	provide	VERB
bracis-28346	286	7	by	by	ADP
bracis-28346	286	8	the	the	DET
bracis-28346	286	9	springer	springer	NOUN
bracis-28346	286	10	nature	nature	PROPN
bracis-28346	286	11	sharedit	sharedit	PROPN
bracis-28346	286	12	content	content	NOUN
bracis-28346	286	13	-	-	PUNCT
bracis-28346	286	14	sharing	share	VERB
bracis-28346	286	15	initiative	initiative	NOUN
bracis-28346	286	16	keywords	keyword	VERB
bracis-28346	286	17	facial	facial	ADJ
bracis-28346	286	18	recognition	recognition	NOUN
bracis-28346	286	19	systems	system	NOUN
bracis-28346	286	20	and	and	CCONJ
bracis-28346	286	21	legal	legal	ADJ
bracis-28346	286	22	cases	case	NOUN
bracis-28346	286	23	artificial	artificial	ADJ
bracis-28346	286	24	intelligence	intelligence	NOUN
bracis-28346	286	25	and	and	CCONJ
bracis-28346	286	26	law	law	NOUN
bracis-28346	286	27	ai	ai	VERB
bracis-28346	286	28	and	and	CCONJ
bracis-28346	286	29	jurisprudence	jurisprudence	NOUN
bracis-28346	286	30	publish	publish	VERB
bracis-28346	286	31	with	with	ADP
bracis-28346	286	32	us	us	PROPN
bracis-28346	286	33	policies	policy	NOUN
bracis-28346	286	34	and	and	CCONJ
bracis-28346	286	35	ethics	ethic	NOUN
bracis-28346	286	36	search	search	NOUN
bracis-28346	286	37	search	search	NOUN
bracis-28346	286	38	by	by	ADP
bracis-28346	286	39	keyword	keyword	NOUN
bracis-28346	286	40	or	or	CCONJ
bracis-28346	286	41	author	author	NOUN
bracis-28346	286	42	search	search	NOUN
bracis-28346	286	43	navigation	navigation	NOUN
bracis-28346	286	44	find	find	VERB
bracis-28346	286	45	a	a	DET
bracis-28346	286	46	journal	journal	NOUN
bracis-28346	286	47	publish	publish	VERB
bracis-28346	286	48	with	with	ADP
bracis-28346	286	49	us	we	PRON
bracis-28346	286	50	track	track	VERB
bracis-28346	286	51	your	your	PRON
bracis-28346	286	52	research	research	NOUN
bracis-28346	286	53	discover	discover	VERB
bracis-28346	286	54	content	content	NOUN
bracis-28346	286	55	journals	journal	NOUN
bracis-28346	286	56	a	a	DET
bracis-28346	286	57	-	-	PUNCT
bracis-28346	286	58	z	z	NOUN
bracis-28346	286	59	books	book	NOUN
bracis-28346	286	60	a	a	DET
bracis-28346	286	61	-	-	PUNCT
bracis-28346	286	62	z	z	NOUN
bracis-28346	286	63	publish	publish	NOUN
bracis-28346	286	64	with	with	ADP
bracis-28346	286	65	us	us	PROPN
bracis-28346	286	66	journal	journal	PROPN
bracis-28346	286	67	finder	finder	PROPN
bracis-28346	286	68	publish	publish	VERB
bracis-28346	286	69	your	your	PRON
bracis-28346	286	70	research	research	NOUN
bracis-28346	286	71	language	language	NOUN
bracis-28346	286	72	editing	edit	VERB
bracis-28346	286	73	open	open	ADJ
bracis-28346	286	74	access	access	NOUN
bracis-28346	286	75	publishing	publishing	NOUN
bracis-28346	286	76	products	product	NOUN
bracis-28346	286	77	and	and	CCONJ
bracis-28346	286	78	services	service	NOUN
bracis-28346	286	79	our	our	PRON
bracis-28346	286	80	products	product	NOUN
bracis-28346	286	81	librarians	librarian	VERB
bracis-28346	286	82	societies	society	NOUN
bracis-28346	286	83	partners	partner	NOUN
bracis-28346	286	84	and	and	CCONJ
bracis-28346	286	85	advertisers	advertiser	NOUN
bracis-28346	286	86	our	our	PRON
bracis-28346	286	87	brands	brand	NOUN
bracis-28346	286	88	springer	springer	NOUN
bracis-28346	286	89	nature	nature	PROPN
bracis-28346	286	90	portfolio	portfolio	PROPN
bracis-28346	286	91	bmc	bmc	PROPN
bracis-28346	286	92	palgrave	palgrave	PROPN
bracis-28346	286	93	macmillan	macmillan	PROPN
bracis-28346	286	94	apress	apress	PROPN
bracis-28346	286	95	discover	discover	VERB
bracis-28346	286	96	your	your	PRON
bracis-28346	286	97	privacy	privacy	NOUN
bracis-28346	286	98	choices	choice	NOUN
bracis-28346	286	99	/	/	SYM
bracis-28346	286	100	manage	manage	NOUN
bracis-28346	286	101	cookies	cookie	NOUN
bracis-28346	286	102	your	your	PRON
bracis-28346	286	103	us	us	PROPN
bracis-28346	287	1	state	state	NOUN
bracis-28346	287	2	privacy	privacy	NOUN
bracis-28346	287	3	rights	right	NOUN
bracis-28346	287	4	accessibility	accessibility	NOUN
bracis-28346	287	5	statement	statement	NOUN
bracis-28346	287	6	terms	term	NOUN
bracis-28346	287	7	and	and	CCONJ
bracis-28346	287	8	conditions	condition	NOUN
bracis-28346	287	9	privacy	privacy	NOUN
bracis-28346	287	10	policy	policy	NOUN
bracis-28346	287	11	help	help	NOUN
bracis-28346	287	12	and	and	CCONJ
bracis-28346	287	13	support	support	VERB
bracis-28346	287	14	legal	legal	ADJ
bracis-28346	287	15	notice	notice	NOUN
bracis-28346	287	16	cancel	cancel	VERB
bracis-28346	287	17	contracts	contract	NOUN
bracis-28346	287	18	here	here	ADV
bracis-28346	287	19	129.74.145.123	129.74.145.123	NUM
bracis-28346	287	20	hesburgh	hesburgh	PROPN
bracis-28346	287	21	library	library	PROPN
bracis-28346	287	22	er	er	INTJ
bracis-28346	287	23	unit	unit	NOUN
bracis-28346	287	24	(	(	PUNCT
bracis-28346	287	25	3005732405	3005732405	NUM
bracis-28346	287	26	)	)	PUNCT
bracis-28346	287	27	northeast	northeast	ADJ
bracis-28346	287	28	research	research	NOUN
bracis-28346	287	29	libraries	library	NOUN
bracis-28346	287	30	(	(	PUNCT
bracis-28346	287	31	nerl	nerl	PROPN
bracis-28346	287	32	)	)	PUNCT
bracis-28346	287	33	(	(	PUNCT
bracis-28346	287	34	8200828607	8200828607	NUM
bracis-28346	287	35	)	)	PUNCT
bracis-28346	287	36	nerl	nerl	VERB
bracis-28346	287	37	ta	ta	X
bracis-28346	287	38	account	account	NOUN
bracis-28346	287	39	(	(	PUNCT
bracis-28346	287	40	3006206169	3006206169	NUM
bracis-28346	287	41	)	)	PUNCT
bracis-28346	287	42	university	university	NOUN
bracis-28346	287	43	of	of	ADP
bracis-28346	287	44	notre	notre	PROPN
bracis-28346	287	45	dame	dame	PROPN
bracis-28346	287	46	hesburgh	hesburgh	PROPN
bracis-28346	287	47	library	library	NOUN
bracis-28346	287	48	(	(	PUNCT
bracis-28346	287	49	3000184373	3000184373	NUM
bracis-28346	287	50	)	)	PUNCT
bracis-28346	288	1	©	©	ADP
bracis-28346	288	2	2025	2025	NUM
bracis-28346	288	3	springer	springer	NOUN
bracis-28346	288	4	nature	nature	NOUN