id	sid	tid	token	lemma	pos
bracis-33648	1	1	automatic	automatic	ADJ
bracis-33648	1	2	text	text	NOUN
bracis-33648	1	3	simplification	simplification	NOUN
bracis-33648	1	4	for	for	ADP
bracis-33648	1	5	 	 	SPACE
bracis-33648	1	6	the	the	DET
bracis-33648	1	7	 	 	SPACE
bracis-33648	1	8	legal	legal	ADJ
bracis-33648	1	9	domain	domain	NOUN
bracis-33648	1	10	in	in	ADP
bracis-33648	1	11	 	 	SPACE
bracis-33648	1	12	brazilian	brazilian	ADJ
bracis-33648	1	13	portuguese	portuguese	NOUN
bracis-33648	1	14	|	|	ADV
bracis-33648	1	15	springer	springer	NOUN
bracis-33648	1	16	nature	nature	PROPN
bracis-33648	1	17	link	link	PROPN
bracis-33648	1	18	(	(	PUNCT
bracis-33648	1	19	formerly	formerly	ADV
bracis-33648	1	20	springerlink	springerlink	NOUN
bracis-33648	1	21	)	)	PUNCT
bracis-33648	1	22	skip	skip	VERB
bracis-33648	1	23	to	to	ADP
bracis-33648	1	24	main	main	ADJ
bracis-33648	1	25	content	content	NOUN
bracis-33648	1	26	advertisement	advertisement	NOUN
bracis-33648	1	27	log	log	NOUN
bracis-33648	1	28	in	in	ADP
bracis-33648	1	29	menu	menu	NOUN
bracis-33648	1	30	find	find	VERB
bracis-33648	1	31	a	a	DET
bracis-33648	1	32	journal	journal	NOUN
bracis-33648	1	33	publish	publish	VERB
bracis-33648	1	34	with	with	ADP
bracis-33648	1	35	us	we	PRON
bracis-33648	1	36	track	track	VERB
bracis-33648	1	37	your	your	PRON
bracis-33648	1	38	research	research	NOUN
bracis-33648	1	39	search	search	NOUN
bracis-33648	1	40	cart	cart	NOUN
bracis-33648	1	41	home	home	NOUN
bracis-33648	1	42	intelligent	intelligent	ADJ
bracis-33648	1	43	systems	system	NOUN
bracis-33648	1	44	conference	conference	NOUN
bracis-33648	1	45	paper	paper	NOUN
bracis-33648	1	46	automatic	automatic	ADJ
bracis-33648	1	47	text	text	NOUN
bracis-33648	1	48	simplification	simplification	NOUN
bracis-33648	1	49	for	for	ADP
bracis-33648	1	50	 	 	SPACE
bracis-33648	1	51	the	the	DET
bracis-33648	1	52	 	 	SPACE
bracis-33648	1	53	legal	legal	ADJ
bracis-33648	1	54	domain	domain	NOUN
bracis-33648	1	55	in	in	ADP
bracis-33648	1	56	 	 	SPACE
bracis-33648	1	57	brazilian	brazilian	ADJ
bracis-33648	1	58	portuguese	portuguese	ADJ
bracis-33648	1	59	conference	conference	NOUN
bracis-33648	1	60	paper	paper	NOUN
bracis-33648	1	61	first	first	ADV
bracis-33648	1	62	online	online	ADV
bracis-33648	1	63	:	:	PUNCT
bracis-33648	1	64	31	31	NUM
bracis-33648	1	65	january	january	NOUN
bracis-33648	1	66	2025	2025	NUM
bracis-33648	1	67	pp	pp	ADP
bracis-33648	1	68	31–45	31–45	NUM
bracis-33648	1	69	cite	cite	VERB
bracis-33648	1	70	this	this	DET
bracis-33648	1	71	conference	conference	NOUN
bracis-33648	1	72	paper	paper	NOUN
bracis-33648	1	73	access	access	NOUN
bracis-33648	1	74	provided	provide	VERB
bracis-33648	1	75	by	by	ADP
bracis-33648	1	76	university	university	PROPN
bracis-33648	1	77	of	of	ADP
bracis-33648	1	78	notre	notre	PROPN
bracis-33648	1	79	dame	dame	PROPN
bracis-33648	1	80	hesburgh	hesburgh	PROPN
bracis-33648	1	81	library	library	PROPN
bracis-33648	1	82	download	download	PROPN
bracis-33648	1	83	book	book	NOUN
bracis-33648	1	84	pdf	pdf	PROPN
bracis-33648	1	85	download	download	NOUN
bracis-33648	1	86	book	book	NOUN
bracis-33648	1	87	epub	epub	PROPN
bracis-33648	1	88	intelligent	intelligent	ADJ
bracis-33648	1	89	systems	system	NOUN
bracis-33648	1	90	(	(	PUNCT
bracis-33648	1	91	bracis	bracis	NOUN
bracis-33648	1	92	2024	2024	NUM
bracis-33648	1	93	)	)	PUNCT
bracis-33648	1	94	automatic	automatic	ADJ
bracis-33648	1	95	text	text	NOUN
bracis-33648	1	96	simplification	simplification	NOUN
bracis-33648	1	97	for	for	ADP
bracis-33648	1	98	 	 	SPACE
bracis-33648	1	99	the	the	DET
bracis-33648	1	100	 	 	SPACE
bracis-33648	1	101	legal	legal	ADJ
bracis-33648	1	102	domain	domain	NOUN
bracis-33648	1	103	in	in	ADP
bracis-33648	1	104	 	 	SPACE
bracis-33648	1	105	brazilian	brazilian	ADJ
bracis-33648	1	106	portuguese	portuguese	PROPN
bracis-33648	1	107	download	download	NOUN
bracis-33648	1	108	book	book	NOUN
bracis-33648	1	109	pdf	pdf	PROPN
bracis-33648	1	110	download	download	NOUN
bracis-33648	1	111	book	book	NOUN
bracis-33648	1	112	epub	epub	NOUN
bracis-33648	1	113	francielle	francielle	NOUN
bracis-33648	1	114	vasconcellos	vasconcello	NOUN
bracis-33648	1	115	pereira9	pereira9	PROPN
bracis-33648	1	116	,	,	PUNCT
bracis-33648	1	117	ana	ana	PROPN
bracis-33648	1	118	frazão10	frazão10	PROPN
bracis-33648	1	119	&	&	CCONJ
bracis-33648	1	120	viviane	viviane	PROPN
bracis-33648	1	121	p.	p.	PROPN
bracis-33648	1	122	moreira9	moreira9	PROPN
bracis-33648	1	123	  	  	SPACE
bracis-33648	1	124	part	part	NOUN
bracis-33648	1	125	of	of	ADP
bracis-33648	1	126	the	the	DET
bracis-33648	1	127	book	book	NOUN
bracis-33648	1	128	series	series	NOUN
bracis-33648	1	129	:	:	PUNCT
bracis-33648	1	130	lecture	lecture	NOUN
bracis-33648	1	131	notes	note	NOUN
bracis-33648	1	132	in	in	ADP
bracis-33648	1	133	computer	computer	NOUN
bracis-33648	1	134	science	science	NOUN
bracis-33648	1	135	(	(	PUNCT
bracis-33648	1	136	(	(	PUNCT
bracis-33648	1	137	lnai	lnai	ADJ
bracis-33648	1	138	,	,	PUNCT
bracis-33648	1	139	volume	volume	NOUN
bracis-33648	1	140	15415	15415	NUM
bracis-33648	1	141	)	)	PUNCT
bracis-33648	1	142	)	)	PUNCT
bracis-33648	1	143	included	include	VERB
bracis-33648	1	144	in	in	ADP
bracis-33648	1	145	the	the	DET
bracis-33648	1	146	following	follow	VERB
bracis-33648	1	147	conference	conference	NOUN
bracis-33648	1	148	series	series	NOUN
bracis-33648	1	149	:	:	PUNCT
bracis-33648	1	150	brazilian	brazilian	ADJ
bracis-33648	1	151	conference	conference	NOUN
bracis-33648	1	152	on	on	ADP
bracis-33648	1	153	intelligent	intelligent	ADJ
bracis-33648	1	154	systems	system	NOUN
bracis-33648	1	155	231	231	NUM
bracis-33648	1	156	accesses	access	NOUN
bracis-33648	1	157	1	1	NUM
bracis-33648	1	158	citation	citation	NOUN
bracis-33648	1	159	abstract	abstract	ADJ
bracis-33648	1	160	legal	legal	ADJ
bracis-33648	1	161	and	and	CCONJ
bracis-33648	1	162	juridical	juridical	ADJ
bracis-33648	1	163	documents	document	NOUN
bracis-33648	1	164	such	such	ADJ
bracis-33648	1	165	as	as	ADP
bracis-33648	1	166	rulings	ruling	NOUN
bracis-33648	1	167	,	,	PUNCT
bracis-33648	1	168	laws	law	NOUN
bracis-33648	1	169	,	,	PUNCT
bracis-33648	1	170	agreements	agreement	NOUN
bracis-33648	1	171	,	,	PUNCT
bracis-33648	1	172	and	and	CCONJ
bracis-33648	1	173	contracts	contract	NOUN
bracis-33648	1	174	contain	contain	VERB
bracis-33648	1	175	domain	domain	NOUN
bracis-33648	1	176	-	-	PUNCT
bracis-33648	1	177	specific	specific	ADJ
bracis-33648	1	178	terms	term	NOUN
bracis-33648	1	179	and	and	CCONJ
bracis-33648	1	180	jargon	jargon	NOUN
bracis-33648	1	181	,	,	PUNCT
bracis-33648	1	182	long	long	ADJ
bracis-33648	1	183	and	and	CCONJ
bracis-33648	1	184	complex	complex	ADJ
bracis-33648	1	185	sentences	sentence	NOUN
bracis-33648	1	186	that	that	PRON
bracis-33648	1	187	may	may	AUX
bracis-33648	1	188	be	be	AUX
bracis-33648	1	189	difficult	difficult	ADJ
bracis-33648	1	190	to	to	PART
bracis-33648	1	191	understand	understand	VERB
bracis-33648	1	192	for	for	ADP
bracis-33648	1	193	laypeople	laypeople	NOUN
bracis-33648	1	194	without	without	ADP
bracis-33648	1	195	domain	domain	NOUN
bracis-33648	1	196	expertise	expertise	NOUN
bracis-33648	1	197	,	,	PUNCT
bracis-33648	1	198	reading	read	VERB
bracis-33648	1	199	issues	issue	NOUN
bracis-33648	1	200	,	,	PUNCT
bracis-33648	1	201	or	or	CCONJ
bracis-33648	1	202	with	with	ADP
bracis-33648	1	203	a	a	DET
bracis-33648	1	204	low	low	ADJ
bracis-33648	1	205	education	education	NOUN
bracis-33648	1	206	level	level	NOUN
bracis-33648	1	207	.	.	PUNCT
bracis-33648	2	1	the	the	DET
bracis-33648	2	2	simplification	simplification	NOUN
bracis-33648	2	3	of	of	ADP
bracis-33648	2	4	these	these	DET
bracis-33648	2	5	documents	document	NOUN
bracis-33648	2	6	has	have	AUX
bracis-33648	2	7	been	be	AUX
bracis-33648	2	8	a	a	DET
bracis-33648	2	9	concern	concern	NOUN
bracis-33648	2	10	for	for	ADP
bracis-33648	2	11	several	several	ADJ
bracis-33648	2	12	years	year	NOUN
bracis-33648	2	13	,	,	PUNCT
bracis-33648	2	14	aiming	aim	VERB
bracis-33648	2	15	to	to	PART
bracis-33648	2	16	democratize	democratize	VERB
bracis-33648	2	17	access	access	NOUN
bracis-33648	2	18	to	to	ADP
bracis-33648	2	19	justice	justice	NOUN
bracis-33648	2	20	.	.	PUNCT
bracis-33648	3	1	courts	court	NOUN
bracis-33648	3	2	are	be	AUX
bracis-33648	3	3	already	already	ADV
bracis-33648	3	4	adopting	adopt	VERB
bracis-33648	3	5	simpler	simple	ADJ
bracis-33648	3	6	language	language	NOUN
bracis-33648	3	7	,	,	PUNCT
bracis-33648	3	8	especially	especially	ADV
bracis-33648	3	9	in	in	ADP
bracis-33648	3	10	documents	document	NOUN
bracis-33648	3	11	aimed	aim	VERB
bracis-33648	3	12	at	at	ADP
bracis-33648	3	13	laypeople	laypeople	PROPN
bracis-33648	3	14	,	,	PUNCT
bracis-33648	3	15	such	such	ADJ
bracis-33648	3	16	as	as	ADP
bracis-33648	3	17	warrants	warrant	NOUN
bracis-33648	3	18	and	and	CCONJ
bracis-33648	3	19	notifications	notification	NOUN
bracis-33648	3	20	,	,	PUNCT
bracis-33648	3	21	to	to	PART
bracis-33648	3	22	enhance	enhance	VERB
bracis-33648	3	23	inclusion	inclusion	NOUN
bracis-33648	3	24	and	and	CCONJ
bracis-33648	3	25	clarity	clarity	NOUN
bracis-33648	3	26	.	.	PUNCT
bracis-33648	4	1	automatic	automatic	ADJ
bracis-33648	4	2	textual	textual	ADJ
bracis-33648	4	3	simplification	simplification	NOUN
bracis-33648	4	4	,	,	PUNCT
bracis-33648	4	5	a	a	DET
bracis-33648	4	6	subfield	subfield	NOUN
bracis-33648	4	7	of	of	ADP
bracis-33648	4	8	natural	natural	ADJ
bracis-33648	4	9	language	language	NOUN
bracis-33648	4	10	processing	processing	NOUN
bracis-33648	4	11	,	,	PUNCT
bracis-33648	4	12	seeks	seek	VERB
bracis-33648	4	13	to	to	PART
bracis-33648	4	14	make	make	VERB
bracis-33648	4	15	complex	complex	ADJ
bracis-33648	4	16	texts	text	NOUN
bracis-33648	4	17	more	more	ADV
bracis-33648	4	18	accessible	accessible	ADJ
bracis-33648	4	19	.	.	PUNCT
bracis-33648	5	1	this	this	DET
bracis-33648	5	2	paper	paper	NOUN
bracis-33648	5	3	explores	explore	VERB
bracis-33648	5	4	the	the	DET
bracis-33648	5	5	task	task	NOUN
bracis-33648	5	6	of	of	ADP
bracis-33648	5	7	automatic	automatic	ADJ
bracis-33648	5	8	text	text	NOUN
bracis-33648	5	9	simplification	simplification	NOUN
bracis-33648	5	10	in	in	ADP
bracis-33648	5	11	portuguese	portuguese	PROPN
bracis-33648	5	12	for	for	ADP
bracis-33648	5	13	the	the	DET
bracis-33648	5	14	legal	legal	ADJ
bracis-33648	5	15	domain	domain	NOUN
bracis-33648	5	16	.	.	PUNCT
bracis-33648	6	1	the	the	DET
bracis-33648	6	2	main	main	ADJ
bracis-33648	6	3	challenge	challenge	NOUN
bracis-33648	6	4	here	here	ADV
bracis-33648	6	5	is	be	AUX
bracis-33648	6	6	the	the	DET
bracis-33648	6	7	lack	lack	NOUN
bracis-33648	6	8	of	of	ADP
bracis-33648	6	9	datasets	dataset	NOUN
bracis-33648	6	10	containing	contain	VERB
bracis-33648	6	11	complex	complex	ADJ
bracis-33648	6	12	sentences	sentence	NOUN
bracis-33648	6	13	and	and	CCONJ
bracis-33648	6	14	their	their	PRON
bracis-33648	6	15	simplified	simplified	ADJ
bracis-33648	6	16	versions	version	NOUN
bracis-33648	6	17	.	.	PUNCT
bracis-33648	7	1	this	this	DET
bracis-33648	7	2	work	work	NOUN
bracis-33648	7	3	investigates	investigate	VERB
bracis-33648	7	4	how	how	SCONJ
bracis-33648	7	5	existing	exist	VERB
bracis-33648	7	6	datasets	dataset	NOUN
bracis-33648	7	7	,	,	PUNCT
bracis-33648	7	8	methods	method	NOUN
bracis-33648	7	9	,	,	PUNCT
bracis-33648	7	10	and	and	CCONJ
bracis-33648	7	11	metrics	metric	NOUN
bracis-33648	7	12	used	use	VERB
bracis-33648	7	13	for	for	ADP
bracis-33648	7	14	text	text	NOUN
bracis-33648	7	15	simplification	simplification	NOUN
bracis-33648	7	16	perform	perform	NOUN
bracis-33648	7	17	applied	apply	VERB
bracis-33648	7	18	to	to	ADP
bracis-33648	7	19	legal	legal	ADJ
bracis-33648	7	20	texts	text	NOUN
bracis-33648	7	21	in	in	ADP
bracis-33648	7	22	portuguese	portuguese	PROPN
bracis-33648	7	23	.	.	PUNCT
bracis-33648	8	1	we	we	PRON
bracis-33648	8	2	present	present	VERB
bracis-33648	8	3	qualitative	qualitative	ADJ
bracis-33648	8	4	and	and	CCONJ
bracis-33648	8	5	quantitative	quantitative	ADJ
bracis-33648	8	6	analyses	analysis	NOUN
bracis-33648	8	7	using	use	VERB
bracis-33648	8	8	five	five	NUM
bracis-33648	8	9	models	model	NOUN
bracis-33648	8	10	.	.	PUNCT
bracis-33648	9	1	the	the	DET
bracis-33648	9	2	results	result	NOUN
bracis-33648	9	3	show	show	VERB
bracis-33648	9	4	that	that	SCONJ
bracis-33648	9	5	gpt	gpt	NOUN
bracis-33648	9	6	-	-	PUNCT
bracis-33648	9	7	based	base	VERB
bracis-33648	9	8	models	model	NOUN
bracis-33648	9	9	have	have	VERB
bracis-33648	9	10	the	the	DET
bracis-33648	9	11	best	good	ADJ
bracis-33648	9	12	results	result	NOUN
bracis-33648	9	13	,	,	PUNCT
bracis-33648	9	14	but	but	CCONJ
bracis-33648	9	15	fine	fine	ADV
bracis-33648	9	16	-	-	PUNCT
bracis-33648	9	17	tuning	tuning	NOUN
bracis-33648	9	18	with	with	ADP
bracis-33648	9	19	domain	domain	NOUN
bracis-33648	9	20	data	datum	NOUN
bracis-33648	9	21	is	be	AUX
bracis-33648	9	22	a	a	DET
bracis-33648	9	23	viable	viable	ADJ
bracis-33648	9	24	open	open	ADJ
bracis-33648	9	25	-	-	PUNCT
bracis-33648	9	26	source	source	NOUN
bracis-33648	9	27	alternative	alternative	NOUN
bracis-33648	9	28	.	.	PUNCT
bracis-33648	10	1	access	access	NOUN
bracis-33648	10	2	provided	provide	VERB
bracis-33648	10	3	by	by	ADP
bracis-33648	10	4	university	university	PROPN
bracis-33648	10	5	of	of	ADP
bracis-33648	10	6	notre	notre	PROPN
bracis-33648	10	7	dame	dame	PROPN
bracis-33648	10	8	hesburgh	hesburgh	PROPN
bracis-33648	10	9	library	library	PROPN
bracis-33648	10	10	.	.	PUNCT
bracis-33648	11	1	download	download	PROPN
bracis-33648	11	2	conference	conference	NOUN
bracis-33648	11	3	paper	paper	NOUN
bracis-33648	11	4	pdf	pdf	NOUN
bracis-33648	11	5	similar	similar	ADJ
bracis-33648	11	6	content	content	NOUN
bracis-33648	11	7	being	be	AUX
bracis-33648	11	8	viewed	view	VERB
bracis-33648	11	9	by	by	ADP
bracis-33648	11	10	others	other	NOUN
bracis-33648	11	11	text	text	NOUN
bracis-33648	11	12	simplification	simplification	NOUN
bracis-33648	11	13	system	system	NOUN
bracis-33648	11	14	for	for	ADP
bracis-33648	11	15	 	 	SPACE
bracis-33648	11	16	legal	legal	ADJ
bracis-33648	11	17	contract	contract	NOUN
bracis-33648	11	18	review	review	NOUN
bracis-33648	11	19	chapter	chapter	NOUN
bracis-33648	11	20	©	©	PROPN
bracis-33648	11	21	2024	2024	NUM
bracis-33648	11	22	transformer	transformer	NOUN
bracis-33648	11	23	-	-	PUNCT
bracis-33648	11	24	based	base	VERB
bracis-33648	11	25	approaches	approach	NOUN
bracis-33648	11	26	for	for	ADP
bracis-33648	11	27	legal	legal	ADJ
bracis-33648	11	28	text	text	NOUN
bracis-33648	11	29	processing	processing	NOUN
bracis-33648	11	30	article	article	NOUN
bracis-33648	11	31	25	25	NUM
bracis-33648	11	32	january	january	PROPN
bracis-33648	11	33	2022	2022	NUM
bracis-33648	11	34	ulysses	ulysses	PROPN
bracis-33648	11	35	tesemõ	tesemõ	ADV
bracis-33648	11	36	:	:	PUNCT
bracis-33648	11	37	a	a	DET
bracis-33648	11	38	new	new	ADJ
bracis-33648	11	39	large	large	ADJ
bracis-33648	11	40	corpus	corpus	NOUN
bracis-33648	11	41	for	for	ADP
bracis-33648	11	42	brazilian	brazilian	ADJ
bracis-33648	11	43	legal	legal	ADJ
bracis-33648	11	44	and	and	CCONJ
bracis-33648	11	45	governmental	governmental	ADJ
bracis-33648	11	46	domain	domain	NOUN
bracis-33648	11	47	article	article	NOUN
bracis-33648	11	48	18	18	NUM
bracis-33648	11	49	july	july	PROPN
bracis-33648	11	50	2024	2024	NUM
bracis-33648	11	51	1	1	NUM
bracis-33648	11	52	introduction	introduction	NOUN
bracis-33648	11	53	judicial	judicial	ADJ
bracis-33648	11	54	and	and	CCONJ
bracis-33648	11	55	legislative	legislative	ADJ
bracis-33648	11	56	texts	text	NOUN
bracis-33648	11	57	have	have	VERB
bracis-33648	11	58	distinctive	distinctive	ADJ
bracis-33648	11	59	characteristics	characteristic	NOUN
bracis-33648	11	60	,	,	PUNCT
bracis-33648	11	61	such	such	ADJ
bracis-33648	11	62	as	as	ADP
bracis-33648	11	63	the	the	DET
bracis-33648	11	64	use	use	NOUN
bracis-33648	11	65	of	of	ADP
bracis-33648	11	66	latin	latin	ADJ
bracis-33648	11	67	and	and	CCONJ
bracis-33648	11	68	domain	domain	NOUN
bracis-33648	11	69	-	-	PUNCT
bracis-33648	11	70	specific	specific	ADJ
bracis-33648	11	71	language	language	NOUN
bracis-33648	11	72	,	,	PUNCT
bracis-33648	11	73	that	that	PRON
bracis-33648	11	74	make	make	VERB
bracis-33648	11	75	them	they	PRON
bracis-33648	11	76	difficult	difficult	ADJ
bracis-33648	11	77	to	to	PART
bracis-33648	11	78	understand	understand	VERB
bracis-33648	11	79	.	.	PUNCT
bracis-33648	12	1	the	the	DET
bracis-33648	12	2	use	use	NOUN
bracis-33648	12	3	of	of	ADP
bracis-33648	12	4	judicial	judicial	ADJ
bracis-33648	12	5	language	language	NOUN
bracis-33648	12	6	can	can	AUX
bracis-33648	12	7	be	be	AUX
bracis-33648	12	8	found	find	VERB
bracis-33648	12	9	in	in	ADP
bracis-33648	12	10	documents	document	NOUN
bracis-33648	12	11	that	that	PRON
bracis-33648	12	12	describe	describe	VERB
bracis-33648	12	13	laws	law	NOUN
bracis-33648	12	14	,	,	PUNCT
bracis-33648	12	15	rulings	ruling	NOUN
bracis-33648	12	16	,	,	PUNCT
bracis-33648	12	17	opinions	opinion	NOUN
bracis-33648	12	18	,	,	PUNCT
bracis-33648	12	19	and	and	CCONJ
bracis-33648	12	20	other	other	ADJ
bracis-33648	12	21	legal	legal	ADJ
bracis-33648	12	22	process	process	NOUN
bracis-33648	12	23	documents	document	NOUN
bracis-33648	12	24	.	.	PUNCT
bracis-33648	13	1	when	when	SCONJ
bracis-33648	13	2	it	it	PRON
bracis-33648	13	3	comes	come	VERB
bracis-33648	13	4	to	to	ADP
bracis-33648	13	5	forensic	forensic	ADJ
bracis-33648	13	6	documents	document	NOUN
bracis-33648	13	7	,	,	PUNCT
bracis-33648	13	8	specific	specific	ADJ
bracis-33648	13	9	terminology	terminology	NOUN
bracis-33648	13	10	is	be	AUX
bracis-33648	13	11	necessary	necessary	ADJ
bracis-33648	13	12	to	to	PART
bracis-33648	13	13	understand	understand	VERB
bracis-33648	13	14	the	the	DET
bracis-33648	13	15	facts	fact	NOUN
bracis-33648	13	16	without	without	ADP
bracis-33648	13	17	leaving	leave	VERB
bracis-33648	13	18	margin	margin	NOUN
bracis-33648	13	19	for	for	ADP
bracis-33648	13	20	different	different	ADJ
bracis-33648	13	21	interpretations	interpretation	NOUN
bracis-33648	13	22	.	.	PUNCT
bracis-33648	14	1	the	the	DET
bracis-33648	14	2	concern	concern	NOUN
bracis-33648	14	3	about	about	ADP
bracis-33648	14	4	simplifying	simplify	VERB
bracis-33648	14	5	legal	legal	ADJ
bracis-33648	14	6	has	have	AUX
bracis-33648	14	7	been	be	AUX
bracis-33648	14	8	ongoing	ongoing	ADJ
bracis-33648	14	9	for	for	ADP
bracis-33648	14	10	some	some	DET
bracis-33648	14	11	years	year	NOUN
bracis-33648	14	12	.	.	PUNCT
bracis-33648	15	1	the	the	DET
bracis-33648	15	2	need	need	NOUN
bracis-33648	15	3	for	for	ADP
bracis-33648	15	4	the	the	DET
bracis-33648	15	5	democratization	democratization	NOUN
bracis-33648	15	6	of	of	ADP
bracis-33648	15	7	the	the	DET
bracis-33648	15	8	brazilian	brazilian	ADJ
bracis-33648	15	9	judiciary	judiciary	NOUN
bracis-33648	15	10	,	,	PUNCT
bracis-33648	15	11	expanding	expand	VERB
bracis-33648	15	12	access	access	NOUN
bracis-33648	15	13	to	to	ADP
bracis-33648	15	14	justice	justice	NOUN
bracis-33648	15	15	,	,	PUNCT
bracis-33648	15	16	has	have	AUX
bracis-33648	15	17	been	be	AUX
bracis-33648	15	18	raised	raise	VERB
bracis-33648	15	19	by	by	ADP
bracis-33648	15	20	a	a	DET
bracis-33648	15	21	few	few	ADJ
bracis-33648	15	22	studies	study	NOUN
bracis-33648	15	23	 	 	SPACE
bracis-33648	15	24	[	[	X
bracis-33648	15	25	1	1	NUM
bracis-33648	15	26	,	,	PUNCT
bracis-33648	15	27	4	4	NUM
bracis-33648	15	28	,	,	PUNCT
bracis-33648	15	29	18	18	NUM
bracis-33648	15	30	]	]	PUNCT
bracis-33648	15	31	.	.	PUNCT
bracis-33648	16	1	however	however	ADV
bracis-33648	16	2	,	,	PUNCT
bracis-33648	16	3	they	they	PRON
bracis-33648	16	4	focus	focus	VERB
bracis-33648	16	5	on	on	ADP
bracis-33648	16	6	advocating	advocate	VERB
bracis-33648	16	7	that	that	SCONJ
bracis-33648	16	8	documents	document	NOUN
bracis-33648	16	9	are	be	AUX
bracis-33648	16	10	written	write	VERB
bracis-33648	16	11	and	and	CCONJ
bracis-33648	16	12	published	publish	VERB
bracis-33648	16	13	in	in	ADP
bracis-33648	16	14	a	a	DET
bracis-33648	16	15	simplified	simplified	ADJ
bracis-33648	16	16	manner	manner	NOUN
bracis-33648	16	17	.	.	PUNCT
bracis-33648	17	1	writing	write	VERB
bracis-33648	17	2	simply	simply	ADV
bracis-33648	17	3	without	without	ADP
bracis-33648	17	4	losing	lose	VERB
bracis-33648	17	5	the	the	DET
bracis-33648	17	6	entire	entire	ADJ
bracis-33648	17	7	essence	essence	NOUN
bracis-33648	17	8	of	of	ADP
bracis-33648	17	9	the	the	DET
bracis-33648	17	10	text	text	NOUN
bracis-33648	17	11	that	that	SCONJ
bracis-33648	17	12	the	the	DET
bracis-33648	17	13	law	law	NOUN
bracis-33648	17	14	requires	require	VERB
bracis-33648	17	15	is	be	AUX
bracis-33648	17	16	a	a	DET
bracis-33648	17	17	practice	practice	NOUN
bracis-33648	17	18	that	that	PRON
bracis-33648	17	19	would	would	AUX
bracis-33648	17	20	need	need	VERB
bracis-33648	17	21	to	to	PART
bracis-33648	17	22	be	be	AUX
bracis-33648	17	23	widely	widely	ADV
bracis-33648	17	24	disseminated	disseminate	VERB
bracis-33648	17	25	and	and	CCONJ
bracis-33648	17	26	encouraged	encourage	VERB
bracis-33648	17	27	in	in	ADP
bracis-33648	17	28	all	all	DET
bracis-33648	17	29	courts	court	NOUN
bracis-33648	17	30	in	in	ADP
bracis-33648	17	31	the	the	DET
bracis-33648	17	32	country	country	NOUN
bracis-33648	17	33	.	.	PUNCT
bracis-33648	18	1	to	to	PART
bracis-33648	18	2	encourage	encourage	VERB
bracis-33648	18	3	courts	court	NOUN
bracis-33648	18	4	to	to	PART
bracis-33648	18	5	use	use	VERB
bracis-33648	18	6	plain	plain	ADJ
bracis-33648	18	7	language	language	NOUN
bracis-33648	18	8	,	,	PUNCT
bracis-33648	18	9	the	the	DET
bracis-33648	18	10	cnj	cnj	PROPN
bracis-33648	18	11	(	(	PUNCT
bracis-33648	18	12	conselho	conselho	PROPN
bracis-33648	18	13	nacional	nacional	PROPN
bracis-33648	18	14	de	de	X
bracis-33648	18	15	justiça	justiça	PROPN
bracis-33648	18	16	)	)	PUNCT
bracis-33648	18	17	launched	launch	VERB
bracis-33648	18	18	the	the	DET
bracis-33648	18	19	national	national	ADJ
bracis-33648	18	20	pact	pact	NOUN
bracis-33648	18	21	of	of	ADP
bracis-33648	18	22	the	the	DET
bracis-33648	18	23	judiciary	judiciary	NOUN
bracis-33648	18	24	for	for	ADP
bracis-33648	18	25	plain	plain	ADJ
bracis-33648	18	26	languagefootnote	languagefootnote	VERB
bracis-33648	18	27	1	1	NUM
bracis-33648	18	28	and	and	CCONJ
bracis-33648	18	29	,	,	PUNCT
bracis-33648	18	30	through	through	ADP
bracis-33648	18	31	ordinance	ordinance	NOUN
bracis-33648	18	32	no	no	NOUN
bracis-33648	18	33	.	.	NOUN
bracis-33648	18	34	351/2023	351/2023	NUM
bracis-33648	18	35	,	,	PUNCT
bracis-33648	18	36	the	the	DET
bracis-33648	18	37	plain	plain	ADJ
bracis-33648	18	38	language	language	NOUN
bracis-33648	18	39	seal	seal	NOUN
bracis-33648	18	40	.	.	PUNCT
bracis-33648	19	1	its	its	PRON
bracis-33648	19	2	purpose	purpose	NOUN
bracis-33648	19	3	is	be	AUX
bracis-33648	19	4	to	to	PART
bracis-33648	19	5	recognize	recognize	VERB
bracis-33648	19	6	and	and	CCONJ
bracis-33648	19	7	promote	promote	VERB
bracis-33648	19	8	,	,	PUNCT
bracis-33648	19	9	across	across	ADP
bracis-33648	19	10	all	all	DET
bracis-33648	19	11	segments	segment	NOUN
bracis-33648	19	12	of	of	ADP
bracis-33648	19	13	the	the	DET
bracis-33648	19	14	judiciary	judiciary	NOUN
bracis-33648	19	15	and	and	CCONJ
bracis-33648	19	16	at	at	ADP
bracis-33648	19	17	all	all	DET
bracis-33648	19	18	levels	level	NOUN
bracis-33648	19	19	of	of	ADP
bracis-33648	19	20	jurisdiction	jurisdiction	NOUN
bracis-33648	19	21	,	,	PUNCT
bracis-33648	19	22	the	the	DET
bracis-33648	19	23	use	use	NOUN
bracis-33648	19	24	of	of	ADP
bracis-33648	19	25	clear	clear	ADJ
bracis-33648	19	26	and	and	CCONJ
bracis-33648	19	27	understandable	understandable	ADJ
bracis-33648	19	28	language	language	NOUN
bracis-33648	19	29	in	in	ADP
bracis-33648	19	30	the	the	DET
bracis-33648	19	31	drafting	drafting	NOUN
bracis-33648	19	32	of	of	ADP
bracis-33648	19	33	judicial	judicial	ADJ
bracis-33648	19	34	decisions	decision	NOUN
bracis-33648	19	35	and	and	CCONJ
bracis-33648	19	36	in	in	ADP
bracis-33648	19	37	general	general	ADJ
bracis-33648	19	38	communication	communication	NOUN
bracis-33648	19	39	with	with	ADP
bracis-33648	19	40	societyfootnote	societyfootnote	NOUN
bracis-33648	19	41	2	2	NUM
bracis-33648	19	42	.	.	PUNCT
bracis-33648	20	1	this	this	PRON
bracis-33648	20	2	is	be	AUX
bracis-33648	20	3	a	a	DET
bracis-33648	20	4	lengthy	lengthy	ADJ
bracis-33648	20	5	process	process	NOUN
bracis-33648	20	6	that	that	PRON
bracis-33648	20	7	may	may	AUX
bracis-33648	20	8	take	take	VERB
bracis-33648	20	9	years	year	NOUN
bracis-33648	20	10	to	to	PART
bracis-33648	20	11	materialize	materialize	VERB
bracis-33648	20	12	,	,	PUNCT
bracis-33648	20	13	still	still	ADV
bracis-33648	20	14	,	,	PUNCT
bracis-33648	20	15	it	it	PRON
bracis-33648	20	16	can	can	AUX
bracis-33648	20	17	benefit	benefit	VERB
bracis-33648	20	18	from	from	ADP
bracis-33648	20	19	advancements	advancement	NOUN
bracis-33648	20	20	resulting	result	VERB
bracis-33648	20	21	from	from	ADP
bracis-33648	20	22	the	the	DET
bracis-33648	20	23	use	use	NOUN
bracis-33648	20	24	of	of	ADP
bracis-33648	20	25	automatic	automatic	ADJ
bracis-33648	20	26	tools	tool	NOUN
bracis-33648	20	27	for	for	ADP
bracis-33648	20	28	text	text	NOUN
bracis-33648	20	29	simplification	simplification	NOUN
bracis-33648	20	30	.	.	PUNCT
bracis-33648	21	1	over	over	ADP
bracis-33648	21	2	time	time	NOUN
bracis-33648	21	3	,	,	PUNCT
bracis-33648	21	4	brazilian	brazilian	ADJ
bracis-33648	21	5	portuguese	portuguese	NOUN
bracis-33648	21	6	has	have	AUX
bracis-33648	21	7	evolved	evolve	VERB
bracis-33648	21	8	to	to	PART
bracis-33648	21	9	exhibit	exhibit	VERB
bracis-33648	21	10	distinct	distinct	ADJ
bracis-33648	21	11	characteristics	characteristic	NOUN
bracis-33648	21	12	not	not	PART
bracis-33648	21	13	typically	typically	ADV
bracis-33648	21	14	found	find	VERB
bracis-33648	21	15	in	in	ADP
bracis-33648	21	16	european	european	PROPN
bracis-33648	21	17	portuguese	portuguese	PROPN
bracis-33648	21	18	.	.	PUNCT
bracis-33648	22	1	brazil	brazil	PROPN
bracis-33648	22	2	,	,	PUNCT
bracis-33648	22	3	with	with	ADP
bracis-33648	22	4	its	its	PRON
bracis-33648	22	5	vast	vast	ADJ
bracis-33648	22	6	territory	territory	NOUN
bracis-33648	22	7	and	and	CCONJ
bracis-33648	22	8	cultural	cultural	ADJ
bracis-33648	22	9	diversity	diversity	NOUN
bracis-33648	22	10	,	,	PUNCT
bracis-33648	22	11	encountered	encounter	VERB
bracis-33648	22	12	challenges	challenge	NOUN
bracis-33648	22	13	in	in	ADP
bracis-33648	22	14	the	the	DET
bracis-33648	22	15	development	development	NOUN
bracis-33648	22	16	of	of	ADP
bracis-33648	22	17	its	its	PRON
bracis-33648	22	18	legal	legal	ADJ
bracis-33648	22	19	framework	framework	NOUN
bracis-33648	22	20	.	.	PUNCT
bracis-33648	23	1	the	the	DET
bracis-33648	23	2	incorporation	incorporation	NOUN
bracis-33648	23	3	of	of	ADP
bracis-33648	23	4	influences	influence	NOUN
bracis-33648	23	5	from	from	ADP
bracis-33648	23	6	roman	roman	ADJ
bracis-33648	23	7	-	-	PUNCT
bracis-33648	23	8	germanic	germanic	ADJ
bracis-33648	23	9	,	,	PUNCT
bracis-33648	23	10	french	french	ADJ
bracis-33648	23	11	,	,	PUNCT
bracis-33648	23	12	and	and	CCONJ
bracis-33648	23	13	portuguese	portuguese	ADJ
bracis-33648	23	14	legal	legal	ADJ
bracis-33648	23	15	traditions	tradition	NOUN
bracis-33648	23	16	occurred	occur	VERB
bracis-33648	23	17	within	within	ADP
bracis-33648	23	18	the	the	DET
bracis-33648	23	19	context	context	NOUN
bracis-33648	23	20	of	of	ADP
bracis-33648	23	21	adapting	adapt	VERB
bracis-33648	23	22	to	to	ADP
bracis-33648	23	23	the	the	DET
bracis-33648	23	24	specificities	specificity	NOUN
bracis-33648	23	25	of	of	ADP
bracis-33648	23	26	brazilian	brazilian	ADJ
bracis-33648	23	27	society	society	NOUN
bracis-33648	23	28	.	.	PUNCT
bracis-33648	24	1	consequently	consequently	ADV
bracis-33648	24	2	,	,	PUNCT
bracis-33648	24	3	brazil	brazil	PROPN
bracis-33648	24	4	’s	’s	PART
bracis-33648	24	5	legal	legal	ADJ
bracis-33648	24	6	system	system	NOUN
bracis-33648	24	7	represents	represent	VERB
bracis-33648	24	8	a	a	DET
bracis-33648	24	9	fusion	fusion	NOUN
bracis-33648	24	10	of	of	ADP
bracis-33648	24	11	these	these	DET
bracis-33648	24	12	legal	legal	ADJ
bracis-33648	24	13	traditions	tradition	NOUN
bracis-33648	24	14	and	and	CCONJ
bracis-33648	24	15	an	an	DET
bracis-33648	24	16	adaptive	adaptive	ADJ
bracis-33648	24	17	approach	approach	NOUN
bracis-33648	24	18	to	to	ADP
bracis-33648	24	19	local	local	ADJ
bracis-33648	24	20	issues	issue	NOUN
bracis-33648	24	21	.	.	PUNCT
bracis-33648	25	1	these	these	DET
bracis-33648	25	2	characteristics	characteristic	NOUN
bracis-33648	25	3	undoubtedly	undoubtedly	ADV
bracis-33648	25	4	influence	influence	VERB
bracis-33648	25	5	legal	legal	ADJ
bracis-33648	25	6	writing	writing	NOUN
bracis-33648	25	7	practices	practice	NOUN
bracis-33648	25	8	,	,	PUNCT
bracis-33648	25	9	affecting	affect	VERB
bracis-33648	25	10	the	the	DET
bracis-33648	25	11	formats	format	NOUN
bracis-33648	25	12	of	of	ADP
bracis-33648	25	13	documents	document	NOUN
bracis-33648	25	14	,	,	PUNCT
bracis-33648	25	15	hermeneutics	hermeneutic	NOUN
bracis-33648	25	16	,	,	PUNCT
bracis-33648	25	17	and	and	CCONJ
bracis-33648	25	18	argumentation	argumentation	NOUN
bracis-33648	25	19	in	in	ADP
bracis-33648	25	20	various	various	ADJ
bracis-33648	25	21	ways	way	NOUN
bracis-33648	25	22	 	 	SPACE
bracis-33648	26	1	[	[	X
bracis-33648	26	2	10	10	NUM
bracis-33648	26	3	,	,	PUNCT
bracis-33648	26	4	chapter	chapter	NOUN
bracis-33648	26	5	26	26	NUM
bracis-33648	26	6	]	]	PUNCT
bracis-33648	26	7	.	.	PUNCT
bracis-33648	27	1	the	the	DET
bracis-33648	27	2	challenge	challenge	NOUN
bracis-33648	27	3	addressed	address	VERB
bracis-33648	27	4	in	in	ADP
bracis-33648	27	5	this	this	DET
bracis-33648	27	6	work	work	NOUN
bracis-33648	27	7	is	be	AUX
bracis-33648	27	8	how	how	SCONJ
bracis-33648	27	9	to	to	PART
bracis-33648	27	10	automatically	automatically	ADV
bracis-33648	27	11	simplify	simplify	VERB
bracis-33648	27	12	texts	text	NOUN
bracis-33648	27	13	in	in	ADP
bracis-33648	27	14	the	the	DET
bracis-33648	27	15	legal	legal	ADJ
bracis-33648	27	16	domain	domain	NOUN
bracis-33648	27	17	written	write	VERB
bracis-33648	27	18	in	in	ADP
bracis-33648	27	19	brazilian	brazilian	ADJ
bracis-33648	27	20	portuguese	portuguese	PROPN
bracis-33648	27	21	.	.	PUNCT
bracis-33648	28	1	text	text	NOUN
bracis-33648	28	2	simplification	simplification	NOUN
bracis-33648	28	3	(	(	PUNCT
bracis-33648	28	4	ts	ts	NOUN
bracis-33648	28	5	)	)	PUNCT
bracis-33648	28	6	is	be	AUX
bracis-33648	28	7	a	a	DET
bracis-33648	28	8	subfield	subfield	NOUN
bracis-33648	28	9	of	of	ADP
bracis-33648	28	10	natural	natural	ADJ
bracis-33648	28	11	language	language	NOUN
bracis-33648	28	12	processing	processing	NOUN
bracis-33648	28	13	(	(	PUNCT
bracis-33648	28	14	nlp	nlp	NOUN
bracis-33648	28	15	)	)	PUNCT
bracis-33648	28	16	.	.	PUNCT
bracis-33648	29	1	it	it	PRON
bracis-33648	29	2	seeks	seek	VERB
bracis-33648	29	3	to	to	PART
bracis-33648	29	4	translate	translate	VERB
bracis-33648	29	5	complex	complex	ADJ
bracis-33648	29	6	texts	text	NOUN
bracis-33648	29	7	into	into	ADP
bracis-33648	29	8	a	a	DET
bracis-33648	29	9	simpler	simple	ADJ
bracis-33648	29	10	language	language	NOUN
bracis-33648	29	11	,	,	PUNCT
bracis-33648	29	12	aiming	aim	VERB
bracis-33648	29	13	for	for	ADP
bracis-33648	29	14	accessibility	accessibility	NOUN
bracis-33648	29	15	.	.	PUNCT
bracis-33648	30	1	there	there	PRON
bracis-33648	30	2	are	be	VERB
bracis-33648	30	3	several	several	ADJ
bracis-33648	30	4	reasons	reason	NOUN
bracis-33648	30	5	to	to	PART
bracis-33648	30	6	simplify	simplify	VERB
bracis-33648	30	7	texts	text	NOUN
bracis-33648	30	8	,	,	PUNCT
bracis-33648	30	9	such	such	ADJ
bracis-33648	30	10	as	as	ADP
bracis-33648	30	11	covering	cover	VERB
bracis-33648	30	12	the	the	DET
bracis-33648	30	13	understanding	understanding	NOUN
bracis-33648	30	14	of	of	ADP
bracis-33648	30	15	non	non	ADJ
bracis-33648	30	16	-	-	ADJ
bracis-33648	30	17	native	native	ADJ
bracis-33648	30	18	speakers	speaker	NOUN
bracis-33648	30	19	,	,	PUNCT
bracis-33648	30	20	people	people	NOUN
bracis-33648	30	21	with	with	ADP
bracis-33648	30	22	a	a	DET
bracis-33648	30	23	lower	low	ADJ
bracis-33648	30	24	level	level	NOUN
bracis-33648	30	25	of	of	ADP
bracis-33648	30	26	education	education	NOUN
bracis-33648	30	27	,	,	PUNCT
bracis-33648	30	28	or	or	CCONJ
bracis-33648	30	29	cognitive	cognitive	ADJ
bracis-33648	30	30	disabilities	disability	NOUN
bracis-33648	30	31	.	.	PUNCT
bracis-33648	31	1	we	we	PRON
bracis-33648	31	2	apply	apply	VERB
bracis-33648	31	3	large	large	ADJ
bracis-33648	31	4	language	language	NOUN
bracis-33648	31	5	models	model	NOUN
bracis-33648	31	6	(	(	PUNCT
bracis-33648	31	7	llm	llm	NOUN
bracis-33648	31	8	)	)	PUNCT
bracis-33648	31	9	to	to	PART
bracis-33648	31	10	generate	generate	VERB
bracis-33648	31	11	simplifications	simplification	NOUN
bracis-33648	31	12	given	give	VERB
bracis-33648	31	13	a	a	DET
bracis-33648	31	14	complex	complex	ADJ
bracis-33648	31	15	sentence	sentence	NOUN
bracis-33648	31	16	from	from	ADP
bracis-33648	31	17	a	a	DET
bracis-33648	31	18	legal	legal	ADJ
bracis-33648	31	19	text	text	NOUN
bracis-33648	31	20	.	.	PUNCT
bracis-33648	32	1	we	we	PRON
bracis-33648	32	2	experimented	experiment	VERB
bracis-33648	32	3	with	with	ADP
bracis-33648	32	4	different	different	ADJ
bracis-33648	32	5	approaches	approach	NOUN
bracis-33648	32	6	,	,	PUNCT
bracis-33648	32	7	including	include	VERB
bracis-33648	32	8	fine	fine	ADV
bracis-33648	32	9	-	-	PUNCT
bracis-33648	32	10	tuning	tune	VERB
bracis-33648	32	11	a	a	DET
bracis-33648	32	12	t5	t5	PROPN
bracis-33648	32	13	model	model	NOUN
bracis-33648	32	14	and	and	CCONJ
bracis-33648	32	15	prompting	prompt	VERB
bracis-33648	32	16	strategies	strategy	NOUN
bracis-33648	32	17	.	.	PUNCT
bracis-33648	33	1	in	in	ADP
bracis-33648	33	2	addition	addition	NOUN
bracis-33648	33	3	,	,	PUNCT
bracis-33648	33	4	we	we	PRON
bracis-33648	33	5	enhanced	enhance	VERB
bracis-33648	33	6	a	a	DET
bracis-33648	33	7	fine	fine	ADV
bracis-33648	33	8	-	-	PUNCT
bracis-33648	33	9	tuned	tune	VERB
bracis-33648	33	10	model	model	NOUN
bracis-33648	33	11	with	with	ADP
bracis-33648	33	12	reinforcement	reinforcement	NOUN
bracis-33648	33	13	learning	learning	NOUN
bracis-33648	33	14	(	(	PUNCT
bracis-33648	33	15	rl	rl	NOUN
bracis-33648	33	16	)	)	PUNCT
bracis-33648	33	17	to	to	PART
bracis-33648	33	18	assess	assess	VERB
bracis-33648	33	19	whether	whether	SCONJ
bracis-33648	33	20	this	this	PRON
bracis-33648	33	21	could	could	AUX
bracis-33648	33	22	improve	improve	VERB
bracis-33648	33	23	simplification	simplification	NOUN
bracis-33648	33	24	results	result	NOUN
bracis-33648	33	25	.	.	PUNCT
bracis-33648	34	1	the	the	DET
bracis-33648	34	2	evaluation	evaluation	NOUN
bracis-33648	34	3	of	of	ADP
bracis-33648	34	4	ts	ts	PROPN
bracis-33648	34	5	is	be	AUX
bracis-33648	34	6	still	still	ADV
bracis-33648	34	7	an	an	DET
bracis-33648	34	8	open	open	ADJ
bracis-33648	34	9	problem	problem	NOUN
bracis-33648	34	10	.	.	PUNCT
bracis-33648	35	1	there	there	PRON
bracis-33648	35	2	is	be	VERB
bracis-33648	35	3	no	no	DET
bracis-33648	35	4	single	single	ADJ
bracis-33648	35	5	metric	metric	NOUN
bracis-33648	35	6	that	that	PRON
bracis-33648	35	7	can	can	AUX
bracis-33648	35	8	accurately	accurately	ADV
bracis-33648	35	9	gauge	gauge	VERB
bracis-33648	35	10	all	all	DET
bracis-33648	35	11	nuances	nuance	NOUN
bracis-33648	35	12	that	that	PRON
bracis-33648	35	13	are	be	AUX
bracis-33648	35	14	involved	involve	VERB
bracis-33648	35	15	in	in	ADP
bracis-33648	35	16	simplifying	simplify	VERB
bracis-33648	35	17	a	a	DET
bracis-33648	35	18	text	text	NOUN
bracis-33648	35	19	.	.	PUNCT
bracis-33648	36	1	as	as	ADP
bracis-33648	36	2	a	a	DET
bracis-33648	36	3	result	result	NOUN
bracis-33648	36	4	,	,	PUNCT
bracis-33648	36	5	this	this	DET
bracis-33648	36	6	work	work	NOUN
bracis-33648	36	7	provides	provide	VERB
bracis-33648	36	8	a	a	DET
bracis-33648	36	9	quantitative	quantitative	ADJ
bracis-33648	36	10	analysis	analysis	NOUN
bracis-33648	36	11	using	use	VERB
bracis-33648	36	12	four	four	NUM
bracis-33648	36	13	evaluation	evaluation	NOUN
bracis-33648	36	14	metrics	metric	NOUN
bracis-33648	36	15	.	.	PUNCT
bracis-33648	37	1	we	we	PRON
bracis-33648	37	2	also	also	ADV
bracis-33648	37	3	performed	perform	VERB
bracis-33648	37	4	a	a	DET
bracis-33648	37	5	qualitative	qualitative	ADJ
bracis-33648	37	6	analysis	analysis	NOUN
bracis-33648	37	7	,	,	PUNCT
bracis-33648	37	8	which	which	PRON
bracis-33648	37	9	is	be	AUX
bracis-33648	37	10	crucial	crucial	ADJ
bracis-33648	37	11	to	to	PART
bracis-33648	37	12	allow	allow	VERB
bracis-33648	37	13	insights	insight	NOUN
bracis-33648	37	14	into	into	ADP
bracis-33648	37	15	the	the	DET
bracis-33648	37	16	generated	generate	VERB
bracis-33648	37	17	simplifications	simplification	NOUN
bracis-33648	37	18	.	.	PUNCT
bracis-33648	38	1	the	the	DET
bracis-33648	38	2	main	main	ADJ
bracis-33648	38	3	contributions	contribution	NOUN
bracis-33648	38	4	of	of	ADP
bracis-33648	38	5	this	this	DET
bracis-33648	38	6	work	work	NOUN
bracis-33648	38	7	can	can	AUX
bracis-33648	38	8	be	be	AUX
bracis-33648	38	9	summarized	summarize	VERB
bracis-33648	38	10	as	as	SCONJ
bracis-33648	38	11	follows	follow	VERB
bracis-33648	38	12	:	:	PUNCT
bracis-33648	38	13	1	1	X
bracis-33648	38	14	.	.	X
bracis-33648	38	15	an	an	DET
bracis-33648	38	16	evaluation	evaluation	NOUN
bracis-33648	38	17	of	of	ADP
bracis-33648	38	18	five	five	NUM
bracis-33648	38	19	llms	llm	NOUN
bracis-33648	38	20	applied	apply	VERB
bracis-33648	38	21	to	to	ADP
bracis-33648	38	22	text	text	NOUN
bracis-33648	38	23	simplification	simplification	NOUN
bracis-33648	38	24	in	in	ADP
bracis-33648	38	25	the	the	DET
bracis-33648	38	26	brazilian	brazilian	ADJ
bracis-33648	38	27	legal	legal	ADJ
bracis-33648	38	28	domain	domain	NOUN
bracis-33648	38	29	;	;	PUNCT
bracis-33648	38	30	2	2	X
bracis-33648	38	31	.	.	X
bracis-33648	38	32	a	a	DET
bracis-33648	38	33	quantitative	quantitative	ADJ
bracis-33648	38	34	assessment	assessment	NOUN
bracis-33648	38	35	of	of	ADP
bracis-33648	38	36	the	the	DET
bracis-33648	38	37	quality	quality	NOUN
bracis-33648	38	38	of	of	ADP
bracis-33648	38	39	the	the	DET
bracis-33648	38	40	simplification	simplification	NOUN
bracis-33648	38	41	using	use	VERB
bracis-33648	38	42	four	four	NUM
bracis-33648	38	43	evaluation	evaluation	NOUN
bracis-33648	38	44	metrics	metric	NOUN
bracis-33648	38	45	;	;	PUNCT
bracis-33648	38	46	and	and	CCONJ
bracis-33648	39	1	3	3	X
bracis-33648	39	2	.	.	X
bracis-33648	40	1	a	a	DET
bracis-33648	40	2	qualitative	qualitative	ADJ
bracis-33648	40	3	evaluation	evaluation	NOUN
bracis-33648	40	4	of	of	ADP
bracis-33648	40	5	the	the	DET
bracis-33648	40	6	model	model	NOUN
bracis-33648	40	7	’s	’s	PART
bracis-33648	40	8	outputs	output	NOUN
bracis-33648	40	9	by	by	ADP
bracis-33648	40	10	a	a	DET
bracis-33648	40	11	human	human	ADJ
bracis-33648	40	12	expert	expert	NOUN
bracis-33648	40	13	.	.	PUNCT
bracis-33648	41	1	our	our	PRON
bracis-33648	41	2	findings	finding	NOUN
bracis-33648	41	3	showed	show	VERB
bracis-33648	41	4	that	that	SCONJ
bracis-33648	41	5	gpt	gpt	NOUN
bracis-33648	41	6	models	model	NOUN
bracis-33648	41	7	still	still	ADV
bracis-33648	41	8	have	have	VERB
bracis-33648	41	9	the	the	DET
bracis-33648	41	10	best	good	ADJ
bracis-33648	41	11	results	result	NOUN
bracis-33648	41	12	for	for	ADP
bracis-33648	41	13	ts	ts	ADV
bracis-33648	41	14	,	,	PUNCT
bracis-33648	41	15	even	even	ADV
bracis-33648	41	16	in	in	ADP
bracis-33648	41	17	this	this	DET
bracis-33648	41	18	specific	specific	ADJ
bracis-33648	41	19	domain	domain	NOUN
bracis-33648	41	20	.	.	PUNCT
bracis-33648	42	1	the	the	DET
bracis-33648	42	2	use	use	NOUN
bracis-33648	42	3	of	of	ADP
bracis-33648	42	4	rl	rl	PROPN
bracis-33648	42	5	brought	bring	VERB
bracis-33648	42	6	performance	performance	NOUN
bracis-33648	42	7	improvements	improvement	NOUN
bracis-33648	42	8	to	to	ADP
bracis-33648	42	9	the	the	DET
bracis-33648	42	10	fine	fine	ADV
bracis-33648	42	11	-	-	PUNCT
bracis-33648	42	12	tuned	tune	VERB
bracis-33648	42	13	.	.	PUNCT
bracis-33648	43	1	apart	apart	ADV
bracis-33648	43	2	from	from	ADP
bracis-33648	43	3	the	the	DET
bracis-33648	43	4	gpt	gpt	NOUN
bracis-33648	43	5	models	model	NOUN
bracis-33648	43	6	,	,	PUNCT
bracis-33648	43	7	using	use	VERB
bracis-33648	43	8	only	only	ADJ
bracis-33648	43	9	instructions	instruction	NOUN
bracis-33648	43	10	and	and	CCONJ
bracis-33648	43	11	examples	example	NOUN
bracis-33648	43	12	is	be	AUX
bracis-33648	43	13	not	not	PART
bracis-33648	43	14	enough	enough	ADJ
bracis-33648	43	15	to	to	PART
bracis-33648	43	16	yield	yield	VERB
bracis-33648	43	17	good	good	ADJ
bracis-33648	43	18	results	result	NOUN
bracis-33648	43	19	.	.	PUNCT
bracis-33648	44	1	2	2	NUM
bracis-33648	44	2	related	relate	VERB
bracis-33648	44	3	work	work	NOUN
bracis-33648	44	4	legal	legal	ADJ
bracis-33648	44	5	documents	document	NOUN
bracis-33648	44	6	have	have	VERB
bracis-33648	44	7	complex	complex	ADJ
bracis-33648	44	8	and	and	CCONJ
bracis-33648	44	9	specific	specific	ADJ
bracis-33648	44	10	terms	term	NOUN
bracis-33648	44	11	in	in	ADP
bracis-33648	44	12	any	any	DET
bracis-33648	44	13	language	language	NOUN
bracis-33648	44	14	.	.	PUNCT
bracis-33648	45	1	a	a	DET
bracis-33648	45	2	compilation	compilation	NOUN
bracis-33648	45	3	of	of	ADP
bracis-33648	45	4	existing	exist	VERB
bracis-33648	45	5	datasets	dataset	NOUN
bracis-33648	45	6	,	,	PUNCT
bracis-33648	45	7	methods	method	NOUN
bracis-33648	45	8	,	,	PUNCT
bracis-33648	45	9	and	and	CCONJ
bracis-33648	45	10	metrics	metric	NOUN
bracis-33648	45	11	was	be	AUX
bracis-33648	45	12	investigated	investigate	VERB
bracis-33648	45	13	for	for	ADP
bracis-33648	45	14	ts	t	NOUN
bracis-33648	45	15	in	in	ADP
bracis-33648	45	16	legal	legal	ADJ
bracis-33648	45	17	texts	text	NOUN
bracis-33648	45	18	 	 	SPACE
bracis-33648	46	1	[	[	X
bracis-33648	46	2	11	11	NUM
bracis-33648	46	3	]	]	PUNCT
bracis-33648	46	4	.	.	PUNCT
bracis-33648	47	1	they	they	PRON
bracis-33648	47	2	reported	report	VERB
bracis-33648	47	3	the	the	DET
bracis-33648	47	4	results	result	NOUN
bracis-33648	47	5	in	in	ADP
bracis-33648	47	6	terms	term	NOUN
bracis-33648	47	7	of	of	ADP
bracis-33648	47	8	readability	readability	NOUN
bracis-33648	47	9	,	,	PUNCT
bracis-33648	47	10	simplicity	simplicity	NOUN
bracis-33648	47	11	,	,	PUNCT
bracis-33648	47	12	similarity	similarity	NOUN
bracis-33648	47	13	,	,	PUNCT
bracis-33648	47	14	presence	presence	NOUN
bracis-33648	47	15	of	of	ADP
bracis-33648	47	16	hallucinations	hallucination	NOUN
bracis-33648	47	17	,	,	PUNCT
bracis-33648	47	18	and	and	CCONJ
bracis-33648	47	19	fluency	fluency	NOUN
bracis-33648	47	20	methods	method	NOUN
bracis-33648	47	21	.	.	PUNCT
bracis-33648	48	1	their	their	PRON
bracis-33648	48	2	analysis	analysis	NOUN
bracis-33648	48	3	showed	show	VERB
bracis-33648	48	4	that	that	SCONJ
bracis-33648	48	5	most	most	ADJ
bracis-33648	48	6	methods	method	NOUN
bracis-33648	48	7	focus	focus	VERB
bracis-33648	48	8	on	on	ADP
bracis-33648	48	9	split	split	NOUN
bracis-33648	48	10	-	-	PUNCT
bracis-33648	48	11	and	and	CCONJ
bracis-33648	48	12	-	-	PUNCT
bracis-33648	48	13	rephrase	rephrase	NOUN
bracis-33648	48	14	,	,	PUNCT
bracis-33648	48	15	transforming	transform	VERB
bracis-33648	48	16	larger	large	ADJ
bracis-33648	48	17	and	and	CCONJ
bracis-33648	48	18	more	more	ADV
bracis-33648	48	19	complex	complex	ADJ
bracis-33648	48	20	sentences	sentence	NOUN
bracis-33648	48	21	into	into	ADP
bracis-33648	48	22	shorter	short	ADJ
bracis-33648	48	23	and	and	CCONJ
bracis-33648	48	24	simpler	simple	ADJ
bracis-33648	48	25	ones	one	NOUN
bracis-33648	48	26	.	.	PUNCT
bracis-33648	49	1	in	in	ADP
bracis-33648	49	2	general	general	ADJ
bracis-33648	49	3	,	,	PUNCT
bracis-33648	49	4	research	research	NOUN
bracis-33648	49	5	in	in	ADP
bracis-33648	49	6	languages	language	NOUN
bracis-33648	49	7	other	other	ADJ
bracis-33648	49	8	than	than	ADP
bracis-33648	49	9	portuguese	portuguese	ADJ
bracis-33648	49	10	includes	include	VERB
bracis-33648	49	11	diverse	diverse	ADJ
bracis-33648	49	12	methods	method	NOUN
bracis-33648	49	13	,	,	PUNCT
bracis-33648	49	14	such	such	ADJ
bracis-33648	49	15	as	as	ADP
bracis-33648	49	16	machine	machine	NOUN
bracis-33648	49	17	translation	translation	NOUN
bracis-33648	49	18	(	(	PUNCT
bracis-33648	49	19	both	both	CCONJ
bracis-33648	49	20	supervised	supervised	ADJ
bracis-33648	49	21	and	and	CCONJ
bracis-33648	49	22	semi	semi	ADJ
bracis-33648	49	23	-	-	ADJ
bracis-33648	49	24	supervised	supervised	ADJ
bracis-33648	49	25	)	)	PUNCT
bracis-33648	49	26	.	.	PUNCT
bracis-33648	50	1	the	the	DET
bracis-33648	50	2	first	first	ADJ
bracis-33648	50	3	relevant	relevant	ADJ
bracis-33648	50	4	work	work	NOUN
bracis-33648	50	5	in	in	ADP
bracis-33648	50	6	ts	ts	ADP
bracis-33648	50	7	using	use	VERB
bracis-33648	50	8	a	a	DET
bracis-33648	50	9	supervised	supervised	ADJ
bracis-33648	50	10	method	method	NOUN
bracis-33648	50	11	employed	employ	VERB
bracis-33648	50	12	metrics	metric	NOUN
bracis-33648	50	13	as	as	ADP
bracis-33648	50	14	rewards	reward	NOUN
bracis-33648	50	15	in	in	ADP
bracis-33648	50	16	an	an	DET
bracis-33648	50	17	rl	rl	NOUN
bracis-33648	50	18	algorithm	algorithm	NOUN
bracis-33648	50	19	called	call	VERB
bracis-33648	50	20	dress	dress	NOUN
bracis-33648	50	21	(	(	PUNCT
bracis-33648	50	22	deep	deep	ADJ
bracis-33648	50	23	reinforcement	reinforcement	NOUN
bracis-33648	50	24	sentence	sentence	NOUN
bracis-33648	50	25	simplification	simplification	NOUN
bracis-33648	50	26	)	)	PUNCT
bracis-33648	50	27	 	 	SPACE
bracis-33648	51	1	[	[	X
bracis-33648	51	2	27	27	NUM
bracis-33648	51	3	]	]	PUNCT
bracis-33648	51	4	.	.	PUNCT
bracis-33648	52	1	another	another	DET
bracis-33648	52	2	work	work	NOUN
bracis-33648	52	3	focuses	focus	VERB
bracis-33648	52	4	on	on	ADP
bracis-33648	52	5	the	the	DET
bracis-33648	52	6	replacement	replacement	NOUN
bracis-33648	52	7	of	of	ADP
bracis-33648	52	8	complex	complex	ADJ
bracis-33648	52	9	words	word	NOUN
bracis-33648	52	10	and	and	CCONJ
bracis-33648	52	11	on	on	ADP
bracis-33648	52	12	sentence	sentence	NOUN
bracis-33648	52	13	splitting	splitting	NOUN
bracis-33648	52	14	.	.	PUNCT
bracis-33648	53	1	they	they	PRON
bracis-33648	53	2	outperform	outperform	VERB
bracis-33648	53	3	other	other	ADJ
bracis-33648	53	4	unsupervised	unsupervised	ADJ
bracis-33648	53	5	methods	method	NOUN
bracis-33648	53	6	for	for	ADP
bracis-33648	53	7	ts	t	NOUN
bracis-33648	53	8	for	for	ADP
bracis-33648	53	9	different	different	ADJ
bracis-33648	53	10	domains	domain	NOUN
bracis-33648	53	11	in	in	ADP
bracis-33648	53	12	english	english	PROPN
bracis-33648	53	13	 	 	SPACE
bracis-33648	54	1	[	[	X
bracis-33648	54	2	6	6	NUM
bracis-33648	54	3	]	]	PUNCT
bracis-33648	54	4	.	.	PUNCT
bracis-33648	55	1	more	more	ADV
bracis-33648	55	2	recently	recently	ADV
bracis-33648	55	3	,	,	PUNCT
bracis-33648	55	4	bless	bless	VERB
bracis-33648	55	5	(	(	PUNCT
bracis-33648	55	6	benchmarking	benchmarke	VERB
bracis-33648	55	7	large	large	ADJ
bracis-33648	55	8	language	language	NOUN
bracis-33648	55	9	models	model	NOUN
bracis-33648	55	10	on	on	ADP
bracis-33648	55	11	sentence	sentence	NOUN
bracis-33648	55	12	simplification	simplification	NOUN
bracis-33648	55	13	)	)	PUNCT
bracis-33648	55	14	evaluated	evaluate	VERB
bracis-33648	55	15	44	44	NUM
bracis-33648	55	16	models	model	NOUN
bracis-33648	55	17	for	for	ADP
bracis-33648	55	18	ts	t	NOUN
bracis-33648	55	19	in	in	ADP
bracis-33648	55	20	three	three	NUM
bracis-33648	55	21	datasets	dataset	NOUN
bracis-33648	55	22	(	(	PUNCT
bracis-33648	55	23	wikipedia	wikipedia	PROPN
bracis-33648	55	24	,	,	PUNCT
bracis-33648	55	25	news	news	NOUN
bracis-33648	55	26	,	,	PUNCT
bracis-33648	55	27	and	and	CCONJ
bracis-33648	55	28	medical	medical	ADJ
bracis-33648	55	29	)	)	PUNCT
bracis-33648	55	30	.	.	PUNCT
bracis-33648	56	1	they	they	PRON
bracis-33648	56	2	showed	show	VERB
bracis-33648	56	3	that	that	SCONJ
bracis-33648	56	4	some	some	DET
bracis-33648	56	5	pre	pre	ADJ
bracis-33648	56	6	-	-	ADJ
bracis-33648	56	7	trained	train	VERB
bracis-33648	56	8	models	model	NOUN
bracis-33648	56	9	,	,	PUNCT
bracis-33648	56	10	even	even	ADV
bracis-33648	56	11	if	if	SCONJ
bracis-33648	56	12	not	not	PART
bracis-33648	56	13	trained	train	VERB
bracis-33648	56	14	to	to	PART
bracis-33648	56	15	ts	ts	VERB
bracis-33648	56	16	,	,	PUNCT
bracis-33648	56	17	can	can	AUX
bracis-33648	56	18	perform	perform	VERB
bracis-33648	56	19	well	well	ADV
bracis-33648	56	20	compared	compare	VERB
bracis-33648	56	21	to	to	ADP
bracis-33648	56	22	the	the	DET
bracis-33648	56	23	muss	muss	ADJ
bracis-33648	56	24	 	 	SPACE
bracis-33648	57	1	[	[	X
bracis-33648	57	2	15	15	NUM
bracis-33648	57	3	]	]	X
bracis-33648	57	4	state	state	NOUN
bracis-33648	57	5	-	-	PUNCT
bracis-33648	57	6	of	of	ADP
bracis-33648	57	7	-	-	PUNCT
bracis-33648	57	8	the	the	DET
bracis-33648	57	9	-	-	PUNCT
bracis-33648	57	10	art	art	NOUN
bracis-33648	57	11	chosen	choose	VERB
bracis-33648	57	12	as	as	ADP
bracis-33648	57	13	a	a	DET
bracis-33648	57	14	baseline	baseline	NOUN
bracis-33648	57	15	in	in	ADP
bracis-33648	57	16	the	the	DET
bracis-33648	57	17	paper	paper	NOUN
bracis-33648	57	18	 	 	SPACE
bracis-33648	58	1	[	[	X
bracis-33648	58	2	13	13	NUM
bracis-33648	58	3	]	]	PUNCT
bracis-33648	58	4	.	.	PUNCT
bracis-33648	59	1	there	there	PRON
bracis-33648	59	2	is	be	VERB
bracis-33648	59	3	no	no	DET
bracis-33648	59	4	consensus	consensus	NOUN
bracis-33648	59	5	on	on	ADP
bracis-33648	59	6	what	what	PRON
bracis-33648	59	7	constitutes	constitute	VERB
bracis-33648	59	8	plain	plain	ADJ
bracis-33648	59	9	language	language	NOUN
bracis-33648	59	10	,	,	PUNCT
bracis-33648	59	11	but	but	CCONJ
bracis-33648	59	12	there	there	PRON
bracis-33648	59	13	are	be	VERB
bracis-33648	59	14	principles	principle	NOUN
bracis-33648	59	15	that	that	PRON
bracis-33648	59	16	guide	guide	VERB
bracis-33648	59	17	the	the	DET
bracis-33648	59	18	practice	practice	NOUN
bracis-33648	59	19	of	of	ADP
bracis-33648	59	20	ts	ts	PROPN
bracis-33648	59	21	.	.	PUNCT
bracis-33648	60	1	the	the	DET
bracis-33648	60	2	basic	basic	ADJ
bracis-33648	60	3	book	book	NOUN
bracis-33648	60	4	of	of	ADP
bracis-33648	60	5	plain	plain	ADJ
bracis-33648	60	6	language	language	NOUN
bracis-33648	60	7	theory	theory	NOUN
bracis-33648	60	8	 	 	SPACE
bracis-33648	60	9	[	[	X
bracis-33648	60	10	8	8	NUM
bracis-33648	60	11	]	]	PUNCT
bracis-33648	60	12	,	,	PUNCT
bracis-33648	60	13	establishes	establish	VERB
bracis-33648	60	14	25	25	NUM
bracis-33648	60	15	guidelines	guideline	NOUN
bracis-33648	60	16	capable	capable	ADJ
bracis-33648	60	17	of	of	ADP
bracis-33648	60	18	guaranteeing	guarantee	VERB
bracis-33648	60	19	the	the	DET
bracis-33648	60	20	clarity	clarity	NOUN
bracis-33648	60	21	of	of	ADP
bracis-33648	60	22	the	the	DET
bracis-33648	60	23	text	text	NOUN
bracis-33648	60	24	.	.	PUNCT
bracis-33648	61	1	brazilian	brazilian	ADJ
bracis-33648	61	2	courts	court	NOUN
bracis-33648	61	3	of	of	ADP
bracis-33648	61	4	justice	justice	NOUN
bracis-33648	61	5	are	be	AUX
bracis-33648	61	6	working	work	VERB
bracis-33648	61	7	to	to	PART
bracis-33648	61	8	implement	implement	VERB
bracis-33648	61	9	plain	plain	ADJ
bracis-33648	61	10	language	language	NOUN
bracis-33648	61	11	both	both	PRON
bracis-33648	61	12	in	in	ADP
bracis-33648	61	13	textual	textual	ADJ
bracis-33648	61	14	documents	document	NOUN
bracis-33648	61	15	and	and	CCONJ
bracis-33648	61	16	in	in	ADP
bracis-33648	61	17	-	-	PUNCT
bracis-33648	61	18	person	person	NOUN
bracis-33648	61	19	services	service	NOUN
bracis-33648	61	20	provided	provide	VERB
bracis-33648	61	21	to	to	ADP
bracis-33648	61	22	citizens	citizen	NOUN
bracis-33648	61	23	.	.	PUNCT
bracis-33648	62	1	these	these	DET
bracis-33648	62	2	initiatives	initiative	NOUN
bracis-33648	62	3	aim	aim	VERB
bracis-33648	62	4	to	to	PART
bracis-33648	62	5	ensure	ensure	VERB
bracis-33648	62	6	that	that	SCONJ
bracis-33648	62	7	information	information	NOUN
bracis-33648	62	8	is	be	AUX
bracis-33648	62	9	passed	pass	VERB
bracis-33648	62	10	on	on	ADP
bracis-33648	62	11	clearly	clearly	ADV
bracis-33648	62	12	and	and	CCONJ
bracis-33648	62	13	objectively	objectively	ADV
bracis-33648	62	14	without	without	ADP
bracis-33648	62	15	the	the	DET
bracis-33648	62	16	need	need	NOUN
bracis-33648	62	17	to	to	PART
bracis-33648	62	18	resort	resort	VERB
bracis-33648	62	19	to	to	ADP
bracis-33648	62	20	third	third	ADJ
bracis-33648	62	21	parties	party	NOUN
bracis-33648	62	22	(	(	PUNCT
bracis-33648	62	23	such	such	ADJ
bracis-33648	62	24	as	as	ADP
bracis-33648	62	25	lawyers	lawyer	NOUN
bracis-33648	62	26	)	)	PUNCT
bracis-33648	62	27	.	.	PUNCT
bracis-33648	63	1	the	the	DET
bracis-33648	63	2	main	main	ADJ
bracis-33648	63	3	targets	target	NOUN
bracis-33648	63	4	are	be	AUX
bracis-33648	63	5	documents	document	NOUN
bracis-33648	63	6	that	that	PRON
bracis-33648	63	7	reach	reach	AUX
bracis-33648	63	8	lay	lie	VERB
bracis-33648	63	9	people	people	NOUN
bracis-33648	63	10	,	,	PUNCT
bracis-33648	63	11	such	such	ADJ
bracis-33648	63	12	as	as	ADP
bracis-33648	63	13	search	search	NOUN
bracis-33648	63	14	warrants	warrant	NOUN
bracis-33648	63	15	and	and	CCONJ
bracis-33648	63	16	subpoenasfootnote	subpoenasfootnote	VERB
bracis-33648	63	17	3	3	X
bracis-33648	63	18	.	.	X
bracis-33648	64	1	there	there	PRON
bracis-33648	64	2	are	be	VERB
bracis-33648	64	3	few	few	ADJ
bracis-33648	64	4	linguistic	linguistic	ADJ
bracis-33648	64	5	resources	resource	NOUN
bracis-33648	64	6	for	for	ADP
bracis-33648	64	7	ts	t	NOUN
bracis-33648	64	8	in	in	ADP
bracis-33648	64	9	portuguese	portuguese	PROPN
bracis-33648	64	10	 	 	SPACE
bracis-33648	65	1	[	[	X
bracis-33648	65	2	9	9	NUM
bracis-33648	65	3	,	,	PUNCT
bracis-33648	65	4	12	12	NUM
bracis-33648	65	5	,	,	PUNCT
bracis-33648	65	6	16	16	NUM
bracis-33648	65	7	]	]	PUNCT
bracis-33648	65	8	,	,	PUNCT
bracis-33648	65	9	and	and	CCONJ
bracis-33648	65	10	some	some	DET
bracis-33648	65	11	contributions	contribution	NOUN
bracis-33648	65	12	to	to	ADP
bracis-33648	65	13	nlp	nlp	NOUN
bracis-33648	65	14	and	and	CCONJ
bracis-33648	65	15	the	the	DET
bracis-33648	65	16	legal	legal	ADJ
bracis-33648	65	17	domain	domain	NOUN
bracis-33648	65	18	made	make	VERB
bracis-33648	65	19	recently	recently	ADV
bracis-33648	65	20	 	 	SPACE
bracis-33648	65	21	[	[	X
bracis-33648	65	22	19	19	NUM
bracis-33648	65	23	,	,	PUNCT
bracis-33648	65	24	23	23	NUM
bracis-33648	65	25	]	]	PUNCT
bracis-33648	65	26	.	.	PUNCT
bracis-33648	66	1	however	however	ADV
bracis-33648	66	2	,	,	PUNCT
bracis-33648	66	3	in	in	ADP
bracis-33648	66	4	portuguese	portuguese	ADJ
bracis-33648	66	5	,	,	PUNCT
bracis-33648	66	6	most	most	ADJ
bracis-33648	66	7	approaches	approach	NOUN
bracis-33648	66	8	are	be	AUX
bracis-33648	66	9	limited	limit	VERB
bracis-33648	66	10	only	only	ADV
bracis-33648	66	11	to	to	ADP
bracis-33648	66	12	lexical	lexical	ADJ
bracis-33648	66	13	simplification	simplification	NOUN
bracis-33648	66	14	,	,	PUNCT
bracis-33648	66	15	not	not	PART
bracis-33648	66	16	encompassing	encompass	VERB
bracis-33648	66	17	the	the	DET
bracis-33648	66	18	entire	entire	ADJ
bracis-33648	66	19	syntax	syntax	NOUN
bracis-33648	66	20	of	of	ADP
bracis-33648	66	21	the	the	DET
bracis-33648	66	22	text	text	NOUN
bracis-33648	66	23	.	.	PUNCT
bracis-33648	67	1	lexical	lexical	ADJ
bracis-33648	67	2	methods	method	NOUN
bracis-33648	67	3	in	in	ADP
bracis-33648	67	4	ts	t	NOUN
bracis-33648	67	5	are	be	AUX
bracis-33648	67	6	restricted	restrict	VERB
bracis-33648	67	7	to	to	ADP
bracis-33648	67	8	dealing	deal	VERB
bracis-33648	67	9	with	with	ADP
bracis-33648	67	10	complex	complex	ADJ
bracis-33648	67	11	words	word	NOUN
bracis-33648	67	12	in	in	ADP
bracis-33648	67	13	sentences	sentence	NOUN
bracis-33648	67	14	.	.	PUNCT
bracis-33648	68	1	just	just	ADV
bracis-33648	68	2	changing	change	VERB
bracis-33648	68	3	complex	complex	ADJ
bracis-33648	68	4	words	word	NOUN
bracis-33648	68	5	is	be	AUX
bracis-33648	68	6	not	not	PART
bracis-33648	68	7	enough	enough	ADJ
bracis-33648	68	8	to	to	PART
bracis-33648	68	9	simplify	simplify	VERB
bracis-33648	68	10	legal	legal	ADJ
bracis-33648	68	11	sentences	sentence	NOUN
bracis-33648	68	12	.	.	PUNCT
bracis-33648	69	1	even	even	ADV
bracis-33648	69	2	in	in	ADP
bracis-33648	69	3	english	english	PROPN
bracis-33648	69	4	,	,	PUNCT
bracis-33648	69	5	there	there	PRON
bracis-33648	69	6	is	be	VERB
bracis-33648	69	7	a	a	DET
bracis-33648	69	8	lack	lack	NOUN
bracis-33648	69	9	of	of	ADP
bracis-33648	69	10	available	available	ADJ
bracis-33648	69	11	data	datum	NOUN
bracis-33648	69	12	for	for	ADP
bracis-33648	69	13	ts	t	NOUN
bracis-33648	69	14	in	in	ADP
bracis-33648	69	15	the	the	DET
bracis-33648	69	16	domain	domain	NOUN
bracis-33648	69	17	,	,	PUNCT
bracis-33648	69	18	and	and	CCONJ
bracis-33648	69	19	the	the	DET
bracis-33648	69	20	syntactic	syntactic	ADJ
bracis-33648	69	21	methods	method	NOUN
bracis-33648	69	22	focus	focus	VERB
bracis-33648	69	23	on	on	ADP
bracis-33648	69	24	splitting	split	VERB
bracis-33648	69	25	sentences	sentence	NOUN
bracis-33648	69	26	into	into	ADP
bracis-33648	69	27	shorter	short	ADJ
bracis-33648	69	28	ones	one	NOUN
bracis-33648	69	29	.	.	PUNCT
bracis-33648	70	1	an	an	DET
bracis-33648	70	2	approach	approach	NOUN
bracis-33648	70	3	that	that	PRON
bracis-33648	70	4	considers	consider	VERB
bracis-33648	70	5	the	the	DET
bracis-33648	70	6	entire	entire	ADJ
bracis-33648	70	7	syntax	syntax	NOUN
bracis-33648	70	8	of	of	ADP
bracis-33648	70	9	sentences	sentence	NOUN
bracis-33648	70	10	in	in	ADP
bracis-33648	70	11	portuguese	portuguese	PROPN
bracis-33648	70	12	was	be	AUX
bracis-33648	70	13	developed	develop	VERB
bracis-33648	70	14	in	in	ADP
bracis-33648	70	15	porsimples	porsimple	NOUN
bracis-33648	70	16	 	 	SPACE
bracis-33648	70	17	[	[	X
bracis-33648	70	18	14	14	NUM
bracis-33648	70	19	]	]	PUNCT
bracis-33648	70	20	.	.	PUNCT
bracis-33648	71	1	the	the	DET
bracis-33648	71	2	project	project	NOUN
bracis-33648	71	3	started	start	VERB
bracis-33648	71	4	in	in	ADP
bracis-33648	71	5	2009	2009	NUM
bracis-33648	71	6	,	,	PUNCT
bracis-33648	71	7	and	and	CCONJ
bracis-33648	71	8	in	in	ADP
bracis-33648	71	9	2010	2010	NUM
bracis-33648	71	10	,	,	PUNCT
bracis-33648	71	11	a	a	DET
bracis-33648	71	12	rule	rule	NOUN
bracis-33648	71	13	-	-	PUNCT
bracis-33648	71	14	based	base	VERB
bracis-33648	71	15	system	system	NOUN
bracis-33648	71	16	was	be	AUX
bracis-33648	71	17	developed	develop	VERB
bracis-33648	71	18	and	and	CCONJ
bracis-33648	71	19	made	make	VERB
bracis-33648	71	20	available	available	ADJ
bracis-33648	71	21	but	but	CCONJ
bracis-33648	71	22	is	be	AUX
bracis-33648	71	23	not	not	PART
bracis-33648	71	24	currently	currently	ADV
bracis-33648	71	25	being	be	AUX
bracis-33648	71	26	maintained	maintain	VERB
bracis-33648	71	27	.	.	PUNCT
bracis-33648	72	1	the	the	DET
bracis-33648	72	2	authors	author	NOUN
bracis-33648	72	3	also	also	ADV
bracis-33648	72	4	contributed	contribute	VERB
bracis-33648	72	5	with	with	ADP
bracis-33648	72	6	the	the	DET
bracis-33648	72	7	only	only	ADJ
bracis-33648	72	8	portuguese	portuguese	ADJ
bracis-33648	72	9	parallel	parallel	ADJ
bracis-33648	72	10	dataset	dataset	NOUN
bracis-33648	72	11	containing	contain	VERB
bracis-33648	72	12	original	original	ADJ
bracis-33648	72	13	and	and	CCONJ
bracis-33648	72	14	simplified	simplified	ADJ
bracis-33648	72	15	sentences	sentence	NOUN
bracis-33648	72	16	.	.	PUNCT
bracis-33648	73	1	a	a	DET
bracis-33648	73	2	recent	recent	ADJ
bracis-33648	73	3	work	work	NOUN
bracis-33648	73	4	presented	present	VERB
bracis-33648	73	5	machine	machine	NOUN
bracis-33648	73	6	learning	learning	NOUN
bracis-33648	73	7	methods	method	NOUN
bracis-33648	73	8	for	for	ADP
bracis-33648	73	9	ts	t	NOUN
bracis-33648	73	10	in	in	ADP
bracis-33648	73	11	judicial	judicial	ADJ
bracis-33648	73	12	summaries	summary	NOUN
bracis-33648	73	13	of	of	ADP
bracis-33648	73	14	two	two	NUM
bracis-33648	73	15	brazilian	brazilian	ADJ
bracis-33648	73	16	courts	court	NOUN
bracis-33648	73	17	 	 	SPACE
bracis-33648	73	18	[	[	X
bracis-33648	73	19	3	3	NUM
bracis-33648	73	20	]	]	PUNCT
bracis-33648	73	21	.	.	PUNCT
bracis-33648	74	1	however	however	ADV
bracis-33648	74	2	,	,	PUNCT
bracis-33648	74	3	they	they	PRON
bracis-33648	74	4	reported	report	VERB
bracis-33648	74	5	results	result	NOUN
bracis-33648	74	6	of	of	ADP
bracis-33648	74	7	readability	readability	NOUN
bracis-33648	74	8	metrics	metric	NOUN
bracis-33648	74	9	only	only	ADV
bracis-33648	74	10	,	,	PUNCT
bracis-33648	74	11	and	and	CCONJ
bracis-33648	74	12	those	those	PRON
bracis-33648	74	13	are	be	AUX
bracis-33648	74	14	not	not	PART
bracis-33648	74	15	commonly	commonly	ADV
bracis-33648	74	16	used	use	VERB
bracis-33648	74	17	to	to	PART
bracis-33648	74	18	evaluate	evaluate	VERB
bracis-33648	74	19	ts	ts	ADP
bracis-33648	74	20	systems	system	NOUN
bracis-33648	74	21	.	.	PUNCT
bracis-33648	75	1	this	this	DET
bracis-33648	75	2	paper	paper	NOUN
bracis-33648	75	3	complements	complement	VERB
bracis-33648	75	4	the	the	DET
bracis-33648	75	5	previous	previous	ADJ
bracis-33648	75	6	studies	study	NOUN
bracis-33648	75	7	by	by	ADP
bracis-33648	75	8	assessing	assess	VERB
bracis-33648	75	9	ts	ts	ADP
bracis-33648	75	10	in	in	ADP
bracis-33648	75	11	five	five	NUM
bracis-33648	75	12	llms	llm	NOUN
bracis-33648	75	13	applied	apply	VERB
bracis-33648	75	14	to	to	ADP
bracis-33648	75	15	legal	legal	ADJ
bracis-33648	75	16	texts	text	NOUN
bracis-33648	75	17	,	,	PUNCT
bracis-33648	75	18	comparing	compare	VERB
bracis-33648	75	19	them	they	PRON
bracis-33648	75	20	with	with	ADP
bracis-33648	75	21	documents	document	NOUN
bracis-33648	75	22	simplified	simplify	VERB
bracis-33648	75	23	by	by	ADP
bracis-33648	75	24	human	human	ADJ
bracis-33648	75	25	specialists	specialist	NOUN
bracis-33648	75	26	in	in	ADP
bracis-33648	75	27	brazilian	brazilian	ADJ
bracis-33648	75	28	courts	court	NOUN
bracis-33648	75	29	.	.	PUNCT
bracis-33648	76	1	it	it	PRON
bracis-33648	76	2	is	be	AUX
bracis-33648	76	3	unclear	unclear	ADJ
bracis-33648	76	4	how	how	SCONJ
bracis-33648	76	5	existing	exist	VERB
bracis-33648	76	6	models	model	NOUN
bracis-33648	76	7	with	with	ADP
bracis-33648	76	8	different	different	ADJ
bracis-33648	76	9	architectures	architecture	NOUN
bracis-33648	76	10	can	can	AUX
bracis-33648	76	11	perform	perform	VERB
bracis-33648	76	12	in	in	ADP
bracis-33648	76	13	portuguese	portuguese	PROPN
bracis-33648	76	14	.	.	PUNCT
bracis-33648	77	1	the	the	DET
bracis-33648	77	2	legal	legal	ADJ
bracis-33648	77	3	domain	domain	NOUN
bracis-33648	77	4	presents	present	VERB
bracis-33648	77	5	difficulties	difficulty	NOUN
bracis-33648	77	6	and	and	CCONJ
bracis-33648	77	7	a	a	DET
bracis-33648	77	8	lack	lack	NOUN
bracis-33648	77	9	of	of	ADP
bracis-33648	77	10	data	datum	NOUN
bracis-33648	77	11	,	,	PUNCT
bracis-33648	77	12	even	even	ADV
bracis-33648	77	13	in	in	ADP
bracis-33648	77	14	english	english	PROPN
bracis-33648	77	15	.	.	PUNCT
bracis-33648	78	1	we	we	PRON
bracis-33648	78	2	aim	aim	VERB
bracis-33648	78	3	to	to	PART
bracis-33648	78	4	answer	answer	VERB
bracis-33648	78	5	whether	whether	SCONJ
bracis-33648	78	6	a	a	DET
bracis-33648	78	7	dataset	dataset	NOUN
bracis-33648	78	8	for	for	ADP
bracis-33648	78	9	ts	t	NOUN
bracis-33648	78	10	in	in	ADP
bracis-33648	78	11	portuguese	portuguese	PROPN
bracis-33648	78	12	is	be	AUX
bracis-33648	78	13	enough	enough	ADJ
bracis-33648	78	14	to	to	PART
bracis-33648	78	15	generalize	generalize	VERB
bracis-33648	78	16	and	and	CCONJ
bracis-33648	78	17	allow	allow	VERB
bracis-33648	78	18	simplifying	simplify	VERB
bracis-33648	78	19	legal	legal	ADJ
bracis-33648	78	20	texts	text	NOUN
bracis-33648	78	21	,	,	PUNCT
bracis-33648	78	22	and	and	CCONJ
bracis-33648	78	23	how	how	SCONJ
bracis-33648	78	24	some	some	DET
bracis-33648	78	25	models	model	NOUN
bracis-33648	78	26	can	can	AUX
bracis-33648	78	27	perform	perform	VERB
bracis-33648	78	28	the	the	DET
bracis-33648	78	29	task	task	NOUN
bracis-33648	78	30	in	in	ADP
bracis-33648	78	31	this	this	DET
bracis-33648	78	32	specific	specific	ADJ
bracis-33648	78	33	domain	domain	NOUN
bracis-33648	78	34	.	.	PUNCT
bracis-33648	79	1	to	to	ADP
bracis-33648	79	2	the	the	DET
bracis-33648	79	3	best	good	ADJ
bracis-33648	79	4	of	of	ADP
bracis-33648	79	5	our	our	PRON
bracis-33648	79	6	knowledge	knowledge	NOUN
bracis-33648	79	7	,	,	PUNCT
bracis-33648	79	8	this	this	PRON
bracis-33648	79	9	is	be	AUX
bracis-33648	79	10	the	the	DET
bracis-33648	79	11	first	first	ADJ
bracis-33648	79	12	work	work	NOUN
bracis-33648	79	13	to	to	PART
bracis-33648	79	14	evaluate	evaluate	VERB
bracis-33648	79	15	the	the	DET
bracis-33648	79	16	domain	domain	NOUN
bracis-33648	79	17	in	in	ADP
bracis-33648	79	18	portuguese	portuguese	NOUN
bracis-33648	79	19	using	use	VERB
bracis-33648	79	20	metrics	metric	NOUN
bracis-33648	79	21	that	that	PRON
bracis-33648	79	22	take	take	VERB
bracis-33648	79	23	reference	reference	NOUN
bracis-33648	79	24	sentences	sentence	NOUN
bracis-33648	79	25	into	into	ADP
bracis-33648	79	26	account	account	NOUN
bracis-33648	79	27	.	.	PUNCT
bracis-33648	80	1	3	3	NUM
bracis-33648	80	2	materials	material	NOUN
bracis-33648	80	3	and	and	CCONJ
bracis-33648	80	4	 	 	SPACE
bracis-33648	80	5	methods	method	NOUN
bracis-33648	80	6	this	this	DET
bracis-33648	80	7	section	section	NOUN
bracis-33648	80	8	describes	describe	VERB
bracis-33648	80	9	the	the	DET
bracis-33648	80	10	macro	macro	NOUN
bracis-33648	80	11	-	-	NOUN
bracis-33648	80	12	steps	step	NOUN
bracis-33648	80	13	for	for	ADP
bracis-33648	80	14	automatic	automatic	ADJ
bracis-33648	80	15	ts	ts	X
bracis-33648	81	1	we	we	PRON
bracis-33648	81	2	adopted	adopt	VERB
bracis-33648	81	3	in	in	ADP
bracis-33648	81	4	this	this	DET
bracis-33648	81	5	work	work	NOUN
bracis-33648	81	6	to	to	PART
bracis-33648	81	7	answer	answer	VERB
bracis-33648	81	8	the	the	DET
bracis-33648	81	9	following	follow	VERB
bracis-33648	81	10	research	research	NOUN
bracis-33648	81	11	questions	question	NOUN
bracis-33648	81	12	:	:	PUNCT
bracis-33648	81	13	rq1	rq1	NOUN
bracis-33648	81	14	are	be	AUX
bracis-33648	81	15	the	the	DET
bracis-33648	81	16	main	main	ADJ
bracis-33648	81	17	dataset	dataset	NOUN
bracis-33648	81	18	for	for	ADP
bracis-33648	81	19	ts	ts	NOUN
bracis-33648	81	20	and	and	CCONJ
bracis-33648	81	21	main	main	ADJ
bracis-33648	81	22	pre	pre	ADJ
bracis-33648	81	23	-	-	ADJ
bracis-33648	81	24	trained	train	VERB
bracis-33648	81	25	models	model	NOUN
bracis-33648	81	26	in	in	ADP
bracis-33648	81	27	portuguese	portuguese	ADJ
bracis-33648	81	28	able	able	ADJ
bracis-33648	81	29	to	to	PART
bracis-33648	81	30	generalize	generalize	VERB
bracis-33648	81	31	and	and	CCONJ
bracis-33648	81	32	be	be	AUX
bracis-33648	81	33	applied	apply	VERB
bracis-33648	81	34	to	to	ADP
bracis-33648	81	35	the	the	DET
bracis-33648	81	36	legal	legal	ADJ
bracis-33648	81	37	domain	domain	NOUN
bracis-33648	81	38	?	?	PUNCT
bracis-33648	82	1	rq2	rq2	NOUN
bracis-33648	82	2	how	how	SCONJ
bracis-33648	82	3	well	well	ADV
bracis-33648	82	4	do	do	VERB
bracis-33648	82	5	state	state	NOUN
bracis-33648	82	6	-	-	PUNCT
bracis-33648	82	7	of	of	ADP
bracis-33648	82	8	-	-	PUNCT
bracis-33648	82	9	the	the	DET
bracis-33648	82	10	-	-	PUNCT
bracis-33648	82	11	art	art	NOUN
bracis-33648	82	12	and	and	CCONJ
bracis-33648	82	13	recently	recently	ADV
bracis-33648	82	14	launched	launch	VERB
bracis-33648	82	15	llms	llm	NOUN
bracis-33648	82	16	perform	perform	VERB
bracis-33648	82	17	ts	ts	ADP
bracis-33648	82	18	in	in	ADP
bracis-33648	82	19	the	the	DET
bracis-33648	82	20	chosen	choose	VERB
bracis-33648	82	21	domain	domain	NOUN
bracis-33648	82	22	and	and	CCONJ
bracis-33648	82	23	language	language	NOUN
bracis-33648	82	24	?	?	PUNCT
bracis-33648	83	1	fig	fig	NOUN
bracis-33648	83	2	.	.	PUNCT
bracis-33648	84	1	1	1	X
bracis-33648	84	2	.	.	X
bracis-33648	84	3	pipeline	pipeline	NOUN
bracis-33648	84	4	with	with	ADP
bracis-33648	84	5	the	the	DET
bracis-33648	84	6	steps	step	NOUN
bracis-33648	84	7	in	in	ADP
bracis-33648	84	8	our	our	PRON
bracis-33648	84	9	methodology	methodology	NOUN
bracis-33648	84	10	.	.	PUNCT
bracis-33648	85	1	full	full	ADJ
bracis-33648	85	2	size	size	NOUN
bracis-33648	85	3	image	image	NOUN
bracis-33648	85	4	rq3	rq3	VERB
bracis-33648	85	5	can	can	AUX
bracis-33648	85	6	rl	rl	AUX
bracis-33648	85	7	improve	improve	VERB
bracis-33648	85	8	ts	ts	ADP
bracis-33648	85	9	results	result	NOUN
bracis-33648	85	10	for	for	ADP
bracis-33648	85	11	fine	fine	ADV
bracis-33648	85	12	-	-	PUNCT
bracis-33648	85	13	tuned	tune	VERB
bracis-33648	85	14	models	model	NOUN
bracis-33648	85	15	?	?	PUNCT
bracis-33648	86	1	figure	figure	NOUN
bracis-33648	86	2	 	 	SPACE
bracis-33648	86	3	1	1	NUM
bracis-33648	86	4	shows	show	VERB
bracis-33648	86	5	an	an	DET
bracis-33648	86	6	overview	overview	NOUN
bracis-33648	86	7	of	of	ADP
bracis-33648	86	8	our	our	PRON
bracis-33648	86	9	pipeline	pipeline	NOUN
bracis-33648	86	10	.	.	PUNCT
bracis-33648	87	1	our	our	PRON
bracis-33648	87	2	input	input	NOUN
bracis-33648	87	3	comes	come	VERB
bracis-33648	87	4	from	from	ADP
bracis-33648	87	5	the	the	DET
bracis-33648	87	6	three	three	NUM
bracis-33648	87	7	sources	source	NOUN
bracis-33648	87	8	of	of	ADP
bracis-33648	87	9	data	datum	NOUN
bracis-33648	87	10	that	that	PRON
bracis-33648	87	11	were	be	AUX
bracis-33648	87	12	combined	combine	VERB
bracis-33648	87	13	into	into	ADP
bracis-33648	87	14	a	a	DET
bracis-33648	87	15	merged	merge	VERB
bracis-33648	87	16	dataset	dataset	NOUN
bracis-33648	87	17	.	.	PUNCT
bracis-33648	88	1	this	this	DET
bracis-33648	88	2	dataset	dataset	NOUN
bracis-33648	88	3	is	be	AUX
bracis-33648	88	4	then	then	ADV
bracis-33648	88	5	used	use	VERB
bracis-33648	88	6	in	in	ADP
bracis-33648	88	7	different	different	ADJ
bracis-33648	88	8	ways	way	NOUN
bracis-33648	88	9	:	:	PUNCT
bracis-33648	88	10	(	(	PUNCT
bracis-33648	88	11	i	i	NOUN
bracis-33648	88	12	)	)	PUNCT
bracis-33648	88	13	for	for	ADP
bracis-33648	88	14	providing	provide	VERB
bracis-33648	88	15	training	training	NOUN
bracis-33648	88	16	data	datum	NOUN
bracis-33648	88	17	for	for	ADP
bracis-33648	88	18	fine	fine	ADV
bracis-33648	88	19	-	-	PUNCT
bracis-33648	88	20	tuning	tune	VERB
bracis-33648	88	21	a	a	DET
bracis-33648	88	22	transformer	transformer	NOUN
bracis-33648	88	23	-	-	PUNCT
bracis-33648	88	24	based	base	VERB
bracis-33648	88	25	model	model	NOUN
bracis-33648	88	26	and	and	CCONJ
bracis-33648	88	27	(	(	PUNCT
bracis-33648	88	28	ii	ii	NOUN
bracis-33648	88	29	)	)	PUNCT
bracis-33648	88	30	enriching	enrich	VERB
bracis-33648	88	31	prompts	prompt	NOUN
bracis-33648	88	32	sent	send	VERB
bracis-33648	88	33	to	to	ADP
bracis-33648	88	34	generative	generative	ADJ
bracis-33648	88	35	models	model	NOUN
bracis-33648	88	36	.	.	PUNCT
bracis-33648	89	1	the	the	DET
bracis-33648	89	2	outputs	output	NOUN
bracis-33648	89	3	produced	produce	VERB
bracis-33648	89	4	by	by	ADP
bracis-33648	89	5	the	the	DET
bracis-33648	89	6	models	model	NOUN
bracis-33648	89	7	are	be	AUX
bracis-33648	89	8	evaluated	evaluate	VERB
bracis-33648	89	9	against	against	ADP
bracis-33648	89	10	the	the	DET
bracis-33648	89	11	reference	reference	NOUN
bracis-33648	89	12	simplified	simplify	VERB
bracis-33648	89	13	sentences	sentence	NOUN
bracis-33648	89	14	.	.	PUNCT
bracis-33648	90	1	3.1	3.1	NUM
bracis-33648	90	2	assembling	assemble	VERB
bracis-33648	90	3	a	a	DET
bracis-33648	90	4	 	 	SPACE
bracis-33648	90	5	ts	ts	NOUN
bracis-33648	90	6	dataset	dataset	NOUN
bracis-33648	90	7	in	in	ADP
bracis-33648	90	8	 	 	SPACE
bracis-33648	90	9	portuguese	portuguese	VERB
bracis-33648	90	10	the	the	DET
bracis-33648	90	11	input	input	NOUN
bracis-33648	90	12	instances	instance	NOUN
bracis-33648	90	13	for	for	ADP
bracis-33648	90	14	training	training	NOUN
bracis-33648	90	15	and	and	CCONJ
bracis-33648	90	16	evaluating	evaluating	NOUN
bracis-33648	90	17	ts	ts	ADP
bracis-33648	90	18	systems	system	NOUN
bracis-33648	90	19	consist	consist	VERB
bracis-33648	90	20	of	of	ADP
bracis-33648	90	21	a	a	DET
bracis-33648	90	22	pair	pair	NOUN
bracis-33648	90	23	\(\langle	\(\langle	NOUN
bracis-33648	90	24	o	o	NOUN
bracis-33648	90	25	,	,	PUNCT
bracis-33648	90	26	r	r	NOUN
bracis-33648	90	27	\rangle	\rangle	PROPN
bracis-33648	90	28	\	\	PROPN
bracis-33648	90	29	)	)	PUNCT
bracis-33648	90	30	,	,	PUNCT
bracis-33648	90	31	where	where	SCONJ
bracis-33648	90	32	o	o	NOUN
bracis-33648	90	33	is	be	AUX
bracis-33648	90	34	the	the	DET
bracis-33648	90	35	original	original	ADJ
bracis-33648	90	36	(	(	PUNCT
bracis-33648	90	37	complex	complex	ADJ
bracis-33648	90	38	)	)	PUNCT
bracis-33648	90	39	sentence	sentence	NOUN
bracis-33648	90	40	and	and	CCONJ
bracis-33648	90	41	r	r	NOUN
bracis-33648	90	42	is	be	AUX
bracis-33648	90	43	its	its	PRON
bracis-33648	90	44	simplified	simplified	ADJ
bracis-33648	90	45	version	version	NOUN
bracis-33648	90	46	.	.	PUNCT
bracis-33648	91	1	unfortunately	unfortunately	ADV
bracis-33648	91	2	,	,	PUNCT
bracis-33648	91	3	there	there	PRON
bracis-33648	91	4	is	be	VERB
bracis-33648	91	5	no	no	DET
bracis-33648	91	6	such	such	ADJ
bracis-33648	91	7	dataset	dataset	NOUN
bracis-33648	91	8	for	for	ADP
bracis-33648	91	9	the	the	DET
bracis-33648	91	10	legal	legal	ADJ
bracis-33648	91	11	domain	domain	NOUN
bracis-33648	91	12	in	in	ADP
bracis-33648	91	13	portuguese	portuguese	PROPN
bracis-33648	91	14	.	.	PUNCT
bracis-33648	92	1	as	as	ADP
bracis-33648	92	2	a	a	DET
bracis-33648	92	3	result	result	NOUN
bracis-33648	92	4	,	,	PUNCT
bracis-33648	92	5	we	we	PRON
bracis-33648	92	6	assembled	assemble	VERB
bracis-33648	92	7	a	a	DET
bracis-33648	92	8	dataset	dataset	NOUN
bracis-33648	92	9	for	for	ADP
bracis-33648	92	10	training	training	NOUN
bracis-33648	92	11	and	and	CCONJ
bracis-33648	92	12	evaluating	evaluate	VERB
bracis-33648	92	13	ts	ts	ADP
bracis-33648	92	14	models	model	NOUN
bracis-33648	92	15	,	,	PUNCT
bracis-33648	92	16	combining	combine	VERB
bracis-33648	92	17	data	datum	NOUN
bracis-33648	92	18	from	from	ADP
bracis-33648	92	19	different	different	ADJ
bracis-33648	92	20	sources	source	NOUN
bracis-33648	92	21	(	(	PUNCT
bracis-33648	92	22	some	some	PRON
bracis-33648	92	23	in	in	ADP
bracis-33648	92	24	the	the	DET
bracis-33648	92	25	legal	legal	ADJ
bracis-33648	92	26	domain	domain	NOUN
bracis-33648	92	27	and	and	CCONJ
bracis-33648	92	28	some	some	DET
bracis-33648	92	29	generic	generic	ADJ
bracis-33648	92	30	)	)	PUNCT
bracis-33648	92	31	.	.	PUNCT
bracis-33648	93	1	the	the	DET
bracis-33648	93	2	following	follow	VERB
bracis-33648	93	3	three	three	NUM
bracis-33648	93	4	sources	source	NOUN
bracis-33648	93	5	of	of	ADP
bracis-33648	93	6	data	datum	NOUN
bracis-33648	93	7	were	be	AUX
bracis-33648	93	8	used	use	VERB
bracis-33648	93	9	.	.	PUNCT
bracis-33648	94	1	porsimples	porsimple	NOUN
bracis-33648	94	2	[	[	X
bracis-33648	94	3	14	14	NUM
bracis-33648	94	4	]	]	PUNCT
bracis-33648	94	5	created	create	VERB
bracis-33648	94	6	four	four	NUM
bracis-33648	94	7	baselines	baseline	NOUN
bracis-33648	94	8	referred	refer	VERB
bracis-33648	94	9	to	to	ADP
bracis-33648	94	10	as	as	ADV
bracis-33648	94	11	porsimplessent	porsimplessent	ADJ
bracis-33648	94	12	.	.	PUNCT
bracis-33648	95	1	they	they	PRON
bracis-33648	95	2	contain	contain	VERB
bracis-33648	95	3	a	a	DET
bracis-33648	95	4	parallel	parallel	ADJ
bracis-33648	95	5	corpus	corpus	NOUN
bracis-33648	95	6	with	with	ADP
bracis-33648	95	7	two	two	NUM
bracis-33648	95	8	levels	level	NOUN
bracis-33648	95	9	of	of	ADP
bracis-33648	95	10	simplification	simplification	NOUN
bracis-33648	95	11	,	,	PUNCT
bracis-33648	95	12	natural	natural	ADJ
bracis-33648	95	13	and	and	CCONJ
bracis-33648	95	14	strong	strong	ADJ
bracis-33648	95	15	.	.	PUNCT
bracis-33648	96	1	the	the	DET
bracis-33648	96	2	texts	text	NOUN
bracis-33648	96	3	were	be	AUX
bracis-33648	96	4	extracted	extract	VERB
bracis-33648	96	5	from	from	ADP
bracis-33648	96	6	brazilian	brazilian	ADJ
bracis-33648	96	7	news	news	NOUN
bracis-33648	96	8	articles	article	NOUN
bracis-33648	96	9	.	.	PUNCT
bracis-33648	97	1	each	each	DET
bracis-33648	97	2	pair	pair	NOUN
bracis-33648	97	3	\(\langle	\(\langle	PROPN
bracis-33648	97	4	o	o	NOUN
bracis-33648	97	5	,	,	PUNCT
bracis-33648	97	6	r	r	NOUN
bracis-33648	97	7	\rangle	\rangle	PROPN
bracis-33648	97	8	\	\	NOUN
bracis-33648	97	9	)	)	PUNCT
bracis-33648	97	10	is	be	AUX
bracis-33648	97	11	labeled	label	VERB
bracis-33648	97	12	according	accord	VERB
bracis-33648	97	13	to	to	ADP
bracis-33648	97	14	the	the	DET
bracis-33648	97	15	level	level	NOUN
bracis-33648	97	16	of	of	ADP
bracis-33648	97	17	simplification	simplification	NOUN
bracis-33648	97	18	,	,	PUNCT
bracis-33648	97	19	which	which	PRON
bracis-33648	97	20	can	can	AUX
bracis-33648	97	21	be	be	AUX
bracis-33648	97	22	n	n	PRON
bracis-33648	97	23	(	(	PUNCT
bracis-33648	97	24	natural	natural	ADJ
bracis-33648	97	25	simplification	simplification	NOUN
bracis-33648	97	26	)	)	PUNCT
bracis-33648	97	27	or	or	CCONJ
bracis-33648	97	28	s	s	X
bracis-33648	97	29	(	(	PUNCT
bracis-33648	97	30	strong	strong	ADJ
bracis-33648	97	31	simplification	simplification	NOUN
bracis-33648	97	32	)	)	PUNCT
bracis-33648	97	33	.	.	PUNCT
bracis-33648	98	1	the	the	DET
bracis-33648	98	2	difference	difference	NOUN
bracis-33648	98	3	between	between	ADP
bracis-33648	98	4	them	they	PRON
bracis-33648	98	5	is	be	AUX
bracis-33648	98	6	the	the	DET
bracis-33648	98	7	degree	degree	NOUN
bracis-33648	98	8	of	of	ADP
bracis-33648	98	9	operations	operation	NOUN
bracis-33648	98	10	made	make	VERB
bracis-33648	98	11	into	into	ADP
bracis-33648	98	12	the	the	DET
bracis-33648	98	13	original	original	ADJ
bracis-33648	98	14	sentences	sentence	NOUN
bracis-33648	98	15	.	.	PUNCT
bracis-33648	99	1	in	in	ADP
bracis-33648	99	2	n	n	CCONJ
bracis-33648	99	3	,	,	PUNCT
bracis-33648	99	4	splitting	splitting	NOUN
bracis-33648	99	5	and	and	CCONJ
bracis-33648	99	6	inversion	inversion	NOUN
bracis-33648	99	7	of	of	ADP
bracis-33648	99	8	clause	clause	NOUN
bracis-33648	99	9	ordering	ordering	NOUN
bracis-33648	99	10	are	be	AUX
bracis-33648	99	11	applied	apply	VERB
bracis-33648	99	12	discreetly	discreetly	ADV
bracis-33648	99	13	,	,	PUNCT
bracis-33648	99	14	and	and	CCONJ
bracis-33648	99	15	in	in	ADP
bracis-33648	99	16	s	s	PROPN
bracis-33648	99	17	,	,	PUNCT
bracis-33648	99	18	all	all	DET
bracis-33648	99	19	mapped	map	VERB
bracis-33648	99	20	rules	rule	NOUN
bracis-33648	99	21	are	be	AUX
bracis-33648	99	22	applied	apply	VERB
bracis-33648	99	23	in	in	ADP
bracis-33648	99	24	the	the	DET
bracis-33648	99	25	simplification	simplification	NOUN
bracis-33648	99	26	(	(	PUNCT
bracis-33648	99	27	rewriting	rewrite	VERB
bracis-33648	99	28	and	and	CCONJ
bracis-33648	99	29	lexical	lexical	ADJ
bracis-33648	99	30	substitution	substitution	NOUN
bracis-33648	99	31	,	,	PUNCT
bracis-33648	99	32	change	change	NOUN
bracis-33648	99	33	to	to	ADP
bracis-33648	99	34	canonical	canonical	ADJ
bracis-33648	99	35	order	order	NOUN
bracis-33648	99	36	,	,	PUNCT
bracis-33648	99	37	change	change	NOUN
bracis-33648	99	38	to	to	ADP
bracis-33648	99	39	active	active	ADJ
bracis-33648	99	40	voice	voice	NOUN
bracis-33648	99	41	,	,	PUNCT
bracis-33648	99	42	reordering	reordering	NOUN
bracis-33648	99	43	,	,	PUNCT
bracis-33648	99	44	splitting	splitting	NOUN
bracis-33648	99	45	,	,	PUNCT
bracis-33648	99	46	joining	join	VERB
bracis-33648	99	47	,	,	PUNCT
bracis-33648	99	48	and	and	CCONJ
bracis-33648	99	49	dropping	dropping	NOUN
bracis-33648	99	50	)	)	PUNCT
bracis-33648	99	51	.	.	PUNCT
bracis-33648	100	1	all	all	DET
bracis-33648	100	2	combinations	combination	NOUN
bracis-33648	100	3	of	of	ADP
bracis-33648	100	4	the	the	DET
bracis-33648	100	5	pairs	pair	NOUN
bracis-33648	100	6	in	in	ADP
bracis-33648	100	7	this	this	DET
bracis-33648	100	8	dataset	dataset	NOUN
bracis-33648	100	9	were	be	AUX
bracis-33648	100	10	used	use	VERB
bracis-33648	100	11	in	in	ADP
bracis-33648	100	12	the	the	DET
bracis-33648	100	13	fine	fine	ADV
bracis-33648	100	14	-	-	PUNCT
bracis-33648	100	15	tuning	tune	VERB
bracis-33648	100	16	step	step	NOUN
bracis-33648	100	17	,	,	PUNCT
bracis-33648	100	18	totaling	total	VERB
bracis-33648	100	19	8,120	8,120	NUM
bracis-33648	100	20	pairs	pair	NOUN
bracis-33648	100	21	.	.	PUNCT
bracis-33648	101	1	the	the	DET
bracis-33648	101	2	combinations	combination	NOUN
bracis-33648	101	3	are	be	AUX
bracis-33648	101	4	o\(\rightarrow	o\(\rightarrow	NUM
bracis-33648	101	5	\)n	\)n	NUM
bracis-33648	101	6	,	,	PUNCT
bracis-33648	101	7	o\(\rightarrow	o\(\rightarrow	NOUN
bracis-33648	101	8	\)s	\)s	NOUN
bracis-33648	101	9	,	,	PUNCT
bracis-33648	101	10	and	and	CCONJ
bracis-33648	101	11	n\(\rightarrow	n\(\rightarrow	PROPN
bracis-33648	101	12	\)s	\)s	PROPN
bracis-33648	101	13	,	,	PUNCT
bracis-33648	101	14	where	where	SCONJ
bracis-33648	101	15	the	the	DET
bracis-33648	101	16	text	text	NOUN
bracis-33648	101	17	on	on	ADP
bracis-33648	101	18	the	the	DET
bracis-33648	101	19	left	left	NOUN
bracis-33648	101	20	is	be	AUX
bracis-33648	101	21	equal	equal	ADJ
bracis-33648	101	22	to	to	ADP
bracis-33648	101	23	or	or	CCONJ
bracis-33648	101	24	more	more	ADV
bracis-33648	101	25	complex	complex	ADJ
bracis-33648	101	26	than	than	ADP
bracis-33648	101	27	the	the	DET
bracis-33648	101	28	text	text	NOUN
bracis-33648	101	29	on	on	ADP
bracis-33648	101	30	the	the	DET
bracis-33648	101	31	right	right	NOUN
bracis-33648	101	32	.	.	PUNCT
bracis-33648	102	1	legal	legal	ADJ
bracis-33648	102	2	case	case	NOUN
bracis-33648	102	3	status	status	NOUN
bracis-33648	102	4	updates	update	VERB
bracis-33648	102	5	is	be	AUX
bracis-33648	102	6	a	a	DET
bracis-33648	102	7	dataset	dataset	NOUN
bracis-33648	102	8	assembled	assemble	VERB
bracis-33648	102	9	by	by	ADP
bracis-33648	102	10	jusbrasilfootnote	jusbrasilfootnote	NOUN
bracis-33648	102	11	4	4	NUM
bracis-33648	102	12	,	,	PUNCT
bracis-33648	102	13	a	a	DET
bracis-33648	102	14	brazilian	brazilian	ADJ
bracis-33648	102	15	company	company	NOUN
bracis-33648	102	16	that	that	PRON
bracis-33648	102	17	provides	provide	VERB
bracis-33648	102	18	access	access	NOUN
bracis-33648	102	19	to	to	ADP
bracis-33648	102	20	information	information	NOUN
bracis-33648	102	21	on	on	ADP
bracis-33648	102	22	legal	legal	ADJ
bracis-33648	102	23	cases	case	NOUN
bracis-33648	102	24	.	.	PUNCT
bracis-33648	103	1	they	they	PRON
bracis-33648	103	2	used	use	VERB
bracis-33648	103	3	an	an	DET
bracis-33648	103	4	openai	openai	ADJ
bracis-33648	103	5	generative	generative	ADJ
bracis-33648	103	6	model	model	NOUN
bracis-33648	103	7	to	to	PART
bracis-33648	103	8	explain	explain	VERB
bracis-33648	103	9	the	the	DET
bracis-33648	103	10	meaning	meaning	NOUN
bracis-33648	103	11	of	of	ADP
bracis-33648	103	12	status	status	NOUN
bracis-33648	103	13	updates	update	NOUN
bracis-33648	103	14	such	such	ADJ
bracis-33648	103	15	as	as	ADP
bracis-33648	103	16	“	"	PUNCT
bracis-33648	103	17	remetidos	remetido	NOUN
bracis-33648	103	18	os	os	NOUN
bracis-33648	103	19	autos	auto	NOUN
bracis-33648	103	20	(	(	PUNCT
bracis-33648	103	21	em	em	PRON
bracis-33648	103	22	diligência	diligência	PROPN
bracis-33648	103	23	)	)	PUNCT
bracis-33648	103	24	para	para	PROPN
bracis-33648	103	25	central	central	PROPN
bracis-33648	103	26	de	de	X
bracis-33648	103	27	perícia	perícia	PROPN
bracis-33648	103	28	”	"	PUNCT
bracis-33648	103	29	.	.	PUNCT
bracis-33648	104	1	there	there	PRON
bracis-33648	104	2	are	be	VERB
bracis-33648	104	3	1,656	1,656	NUM
bracis-33648	104	4	explanations	explanation	NOUN
bracis-33648	104	5	.	.	PUNCT
bracis-33648	105	1	each	each	DET
bracis-33648	105	2	explanation	explanation	NOUN
bracis-33648	105	3	is	be	AUX
bracis-33648	105	4	annotated	annotate	VERB
bracis-33648	105	5	by	by	ADP
bracis-33648	105	6	experts	expert	NOUN
bracis-33648	105	7	who	who	PRON
bracis-33648	105	8	rated	rate	VERB
bracis-33648	105	9	their	their	PRON
bracis-33648	105	10	quality	quality	NOUN
bracis-33648	105	11	according	accord	VERB
bracis-33648	105	12	to	to	ADP
bracis-33648	105	13	different	different	ADJ
bracis-33648	105	14	aspects	aspect	NOUN
bracis-33648	105	15	,	,	PUNCT
bracis-33648	105	16	namely	namely	ADV
bracis-33648	105	17	:	:	PUNCT
bracis-33648	105	18	(	(	PUNCT
bracis-33648	105	19	i	i	NOUN
bracis-33648	105	20	)	)	PUNCT
bracis-33648	105	21	whether	whether	SCONJ
bracis-33648	105	22	the	the	DET
bracis-33648	105	23	explanation	explanation	NOUN
bracis-33648	105	24	is	be	AUX
bracis-33648	105	25	legally	legally	ADV
bracis-33648	105	26	accurate	accurate	ADJ
bracis-33648	105	27	and	and	CCONJ
bracis-33648	105	28	if	if	SCONJ
bracis-33648	105	29	it	it	PRON
bracis-33648	105	30	is	be	AUX
bracis-33648	105	31	somehow	somehow	ADV
bracis-33648	105	32	useful	useful	ADJ
bracis-33648	105	33	.	.	PUNCT
bracis-33648	106	1	the	the	DET
bracis-33648	106	2	possible	possible	ADJ
bracis-33648	106	3	answers	answer	NOUN
bracis-33648	106	4	were	be	AUX
bracis-33648	106	5	‘	'	PUNCT
bracis-33648	106	6	yes	yes	ADJ
bracis-33648	106	7	’	'	PUNCT
bracis-33648	106	8	,	,	PUNCT
bracis-33648	106	9	‘	'	PUNCT
bracis-33648	106	10	no	no	INTJ
bracis-33648	106	11	’	'	PUNCT
bracis-33648	106	12	,	,	PUNCT
bracis-33648	106	13	‘	'	PUNCT
bracis-33648	106	14	partially	partially	ADV
bracis-33648	106	15	’	'	PUNCT
bracis-33648	106	16	,	,	PUNCT
bracis-33648	106	17	or	or	CCONJ
bracis-33648	106	18	‘	'	PUNCT
bracis-33648	106	19	not	not	PART
bracis-33648	106	20	applicable	applicable	ADJ
bracis-33648	106	21	’	'	PUNCT
bracis-33648	106	22	;	;	PUNCT
bracis-33648	106	23	 	 	SPACE
bracis-33648	106	24	and	and	CCONJ
bracis-33648	106	25	(	(	PUNCT
bracis-33648	106	26	ii	ii	NOUN
bracis-33648	106	27	)	)	PUNCT
bracis-33648	106	28	the	the	DET
bracis-33648	106	29	quality	quality	NOUN
bracis-33648	106	30	of	of	ADP
bracis-33648	106	31	the	the	DET
bracis-33648	106	32	explanation	explanation	NOUN
bracis-33648	106	33	.	.	PUNCT
bracis-33648	107	1	the	the	DET
bracis-33648	107	2	possible	possible	ADJ
bracis-33648	107	3	answers	answer	NOUN
bracis-33648	107	4	were	be	AUX
bracis-33648	107	5	‘	'	PUNCT
bracis-33648	107	6	good	good	ADJ
bracis-33648	107	7	’	'	PUNCT
bracis-33648	107	8	,	,	PUNCT
bracis-33648	107	9	‘	'	PUNCT
bracis-33648	107	10	bad	bad	ADJ
bracis-33648	107	11	’	'	PUNCT
bracis-33648	107	12	,	,	PUNCT
bracis-33648	107	13	‘	'	PUNCT
bracis-33648	107	14	partially	partially	ADV
bracis-33648	107	15	’	'	PUNCT
bracis-33648	107	16	,	,	PUNCT
bracis-33648	107	17	or	or	CCONJ
bracis-33648	107	18	‘	'	PUNCT
bracis-33648	107	19	not	not	PART
bracis-33648	107	20	applicable	applicable	ADJ
bracis-33648	107	21	’	'	PUNCT
bracis-33648	107	22	.	.	PUNCT
bracis-33648	108	1	we	we	PRON
bracis-33648	108	2	discarded	discard	VERB
bracis-33648	108	3	the	the	DET
bracis-33648	108	4	231	231	NUM
bracis-33648	108	5	instances	instance	NOUN
bracis-33648	108	6	annotated	annotate	VERB
bracis-33648	108	7	with	with	ADP
bracis-33648	108	8	‘	'	PUNCT
bracis-33648	108	9	bad	bad	ADJ
bracis-33648	108	10	’	'	PUNCT
bracis-33648	108	11	quality	quality	NOUN
bracis-33648	108	12	or	or	CCONJ
bracis-33648	108	13	that	that	PRON
bracis-33648	108	14	were	be	AUX
bracis-33648	108	15	not	not	PART
bracis-33648	108	16	considered	consider	VERB
bracis-33648	108	17	legally	legally	ADV
bracis-33648	108	18	accurate	accurate	ADJ
bracis-33648	108	19	or	or	CCONJ
bracis-33648	108	20	useful	useful	ADJ
bracis-33648	108	21	.	.	PUNCT
bracis-33648	109	1	the	the	DET
bracis-33648	109	2	remaining	remain	VERB
bracis-33648	109	3	1,424	1,424	NUM
bracis-33648	109	4	instances	instance	NOUN
bracis-33648	109	5	were	be	AUX
bracis-33648	109	6	used	use	VERB
bracis-33648	109	7	in	in	ADP
bracis-33648	109	8	the	the	DET
bracis-33648	109	9	fine	fine	ADV
bracis-33648	109	10	-	-	PUNCT
bracis-33648	109	11	tuning	tune	VERB
bracis-33648	109	12	step	step	NOUN
bracis-33648	109	13	.	.	PUNCT
bracis-33648	110	1	hand	hand	NOUN
bracis-33648	110	2	-	-	PUNCT
bracis-33648	110	3	picked	pick	VERB
bracis-33648	110	4	examples	example	NOUN
bracis-33648	110	5	.	.	PUNCT
bracis-33648	111	1	we	we	PRON
bracis-33648	111	2	manually	manually	ADV
bracis-33648	111	3	selected	select	VERB
bracis-33648	111	4	149	149	NUM
bracis-33648	111	5	pairs	pair	NOUN
bracis-33648	111	6	of	of	ADP
bracis-33648	111	7	sentences	sentence	NOUN
bracis-33648	111	8	\(\langle	\(\langle	PROPN
bracis-33648	111	9	o	o	NOUN
bracis-33648	111	10	,	,	PUNCT
bracis-33648	111	11	r	r	NOUN
bracis-33648	111	12	\rangle	\rangle	PROPN
bracis-33648	111	13	\	\	NOUN
bracis-33648	111	14	)	)	PUNCT
bracis-33648	111	15	from	from	ADP
bracis-33648	111	16	materials	material	NOUN
bracis-33648	111	17	published	publish	VERB
bracis-33648	111	18	by	by	ADP
bracis-33648	111	19	justice	justice	NOUN
bracis-33648	111	20	courts	court	NOUN
bracis-33648	111	21	that	that	PRON
bracis-33648	111	22	are	be	AUX
bracis-33648	111	23	involved	involve	VERB
bracis-33648	111	24	in	in	ADP
bracis-33648	111	25	plain	plain	ADJ
bracis-33648	111	26	language	language	NOUN
bracis-33648	111	27	projects	project	NOUN
bracis-33648	111	28	promoted	promote	VERB
bracis-33648	111	29	by	by	ADP
bracis-33648	111	30	the	the	DET
bracis-33648	111	31	brazilian	brazilian	ADJ
bracis-33648	111	32	government	government	NOUN
bracis-33648	111	33	.	.	PUNCT
bracis-33648	112	1	the	the	DET
bracis-33648	112	2	list	list	NOUN
bracis-33648	112	3	of	of	ADP
bracis-33648	112	4	these	these	DET
bracis-33648	112	5	sources	source	NOUN
bracis-33648	112	6	can	can	AUX
bracis-33648	112	7	be	be	AUX
bracis-33648	112	8	found	find	VERB
bracis-33648	112	9	infootnote	infootnote	ADJ
bracis-33648	112	10	5	5	NUM
bracis-33648	112	11	.	.	PUNCT
bracis-33648	112	12	instances	instance	NOUN
bracis-33648	112	13	from	from	ADP
bracis-33648	112	14	the	the	DET
bracis-33648	112	15	three	three	NUM
bracis-33648	112	16	sources	source	NOUN
bracis-33648	112	17	were	be	AUX
bracis-33648	112	18	merged	merge	VERB
bracis-33648	112	19	and	and	CCONJ
bracis-33648	112	20	used	use	VERB
bracis-33648	112	21	as	as	ADP
bracis-33648	112	22	training	training	NOUN
bracis-33648	112	23	data	datum	NOUN
bracis-33648	112	24	.	.	PUNCT
bracis-33648	113	1	the	the	DET
bracis-33648	113	2	test	test	NOUN
bracis-33648	113	3	data	datum	NOUN
bracis-33648	113	4	consists	consist	VERB
bracis-33648	113	5	of	of	ADP
bracis-33648	113	6	91	91	NUM
bracis-33648	113	7	instances	instance	NOUN
bracis-33648	113	8	from	from	ADP
bracis-33648	113	9	the	the	DET
bracis-33648	113	10	hand	hand	NOUN
bracis-33648	113	11	-	-	PUNCT
bracis-33648	113	12	picked	pick	VERB
bracis-33648	113	13	dataset	dataset	NOUN
bracis-33648	113	14	that	that	PRON
bracis-33648	113	15	are	be	AUX
bracis-33648	113	16	from	from	ADP
bracis-33648	113	17	the	the	DET
bracis-33648	113	18	legal	legal	ADJ
bracis-33648	113	19	domain	domain	NOUN
bracis-33648	113	20	.	.	PUNCT
bracis-33648	114	1	the	the	DET
bracis-33648	114	2	training	training	NOUN
bracis-33648	114	3	,	,	PUNCT
bracis-33648	114	4	validation	validation	NOUN
bracis-33648	114	5	,	,	PUNCT
bracis-33648	114	6	and	and	CCONJ
bracis-33648	114	7	test	test	NOUN
bracis-33648	114	8	splits	split	NOUN
bracis-33648	114	9	were	be	AUX
bracis-33648	114	10	disjoint	disjoint	ADJ
bracis-33648	114	11	.	.	PUNCT
bracis-33648	115	1	some	some	DET
bracis-33648	115	2	statistics	statistic	NOUN
bracis-33648	115	3	of	of	ADP
bracis-33648	115	4	the	the	DET
bracis-33648	115	5	datasets	dataset	NOUN
bracis-33648	115	6	are	be	AUX
bracis-33648	115	7	in	in	ADP
bracis-33648	115	8	table	table	NOUN
bracis-33648	115	9	 	 	SPACE
bracis-33648	115	10	2	2	NUM
bracis-33648	115	11	.	.	PUNCT
bracis-33648	116	1	some	some	DET
bracis-33648	116	2	examples	example	NOUN
bracis-33648	116	3	of	of	ADP
bracis-33648	116	4	the	the	DET
bracis-33648	116	5	dataset	dataset	NOUN
bracis-33648	116	6	structure	structure	NOUN
bracis-33648	116	7	are	be	AUX
bracis-33648	116	8	in	in	ADP
bracis-33648	116	9	table	table	NOUN
bracis-33648	116	10	 	 	SPACE
bracis-33648	116	11	1	1	NUM
bracis-33648	116	12	,	,	PUNCT
bracis-33648	116	13	and	and	CCONJ
bracis-33648	116	14	statistics	statistic	NOUN
bracis-33648	116	15	of	of	ADP
bracis-33648	116	16	the	the	DET
bracis-33648	116	17	datasets	dataset	NOUN
bracis-33648	116	18	are	be	AUX
bracis-33648	116	19	in	in	ADP
bracis-33648	116	20	table	table	NOUN
bracis-33648	116	21	 	 	SPACE
bracis-33648	116	22	2	2	NUM
bracis-33648	116	23	.	.	PUNCT
bracis-33648	116	24	table	table	NOUN
bracis-33648	116	25	1	1	NUM
bracis-33648	116	26	.	.	PUNCT
bracis-33648	116	27	example	example	NOUN
bracis-33648	116	28	of	of	ADP
bracis-33648	116	29	the	the	DET
bracis-33648	116	30	dataset	dataset	NOUN
bracis-33648	116	31	rows	row	NOUN
bracis-33648	116	32	used	use	VERB
bracis-33648	116	33	in	in	ADP
bracis-33648	116	34	the	the	DET
bracis-33648	116	35	workfull	workfull	NOUN
bracis-33648	116	36	size	size	NOUN
bracis-33648	116	37	table	table	NOUN
bracis-33648	116	38	table	table	NOUN
bracis-33648	116	39	2	2	NUM
bracis-33648	116	40	.	.	PUNCT
bracis-33648	116	41	statistics	statistic	NOUN
bracis-33648	116	42	of	of	ADP
bracis-33648	116	43	the	the	DET
bracis-33648	116	44	dataset	dataset	NOUN
bracis-33648	116	45	used	use	VERB
bracis-33648	116	46	for	for	ADP
bracis-33648	116	47	fine	fine	ADJ
bracis-33648	116	48	-	-	PUNCT
bracis-33648	116	49	tuningfull	tuningfull	NOUN
bracis-33648	116	50	size	size	NOUN
bracis-33648	116	51	table	table	NOUN
bracis-33648	116	52	3.2	3.2	NUM
bracis-33648	116	53	machine	machine	NOUN
bracis-33648	116	54	learning	learning	NOUN
bracis-33648	116	55	models	model	NOUN
bracis-33648	116	56	we	we	PRON
bracis-33648	116	57	employed	employ	VERB
bracis-33648	116	58	four	four	NUM
bracis-33648	116	59	widely	widely	ADV
bracis-33648	116	60	used	use	VERB
bracis-33648	116	61	transformer	transformer	NOUN
bracis-33648	116	62	-	-	PUNCT
bracis-33648	116	63	based	base	VERB
bracis-33648	116	64	models	model	NOUN
bracis-33648	116	65	to	to	PART
bracis-33648	116	66	perform	perform	VERB
bracis-33648	116	67	ts	ts	X
bracis-33648	116	68	.	.	PUNCT
bracis-33648	117	1	both	both	DET
bracis-33648	117	2	decoder	decoder	NOUN
bracis-33648	117	3	-	-	PUNCT
bracis-33648	117	4	only	only	ADJ
bracis-33648	117	5	and	and	CCONJ
bracis-33648	117	6	encoder	encoder	NOUN
bracis-33648	117	7	-	-	PUNCT
bracis-33648	117	8	decoder	decoder	NOUN
bracis-33648	117	9	models	model	NOUN
bracis-33648	117	10	were	be	AUX
bracis-33648	117	11	used	use	VERB
bracis-33648	117	12	.	.	PUNCT
bracis-33648	118	1	ptt5	ptt5	PROPN
bracis-33648	118	2	[	[	X
bracis-33648	118	3	5	5	NUM
bracis-33648	118	4	]	]	PUNCT
bracis-33648	118	5	is	be	AUX
bracis-33648	118	6	a	a	DET
bracis-33648	118	7	t5	t5	PROPN
bracis-33648	118	8	 	 	SPACE
bracis-33648	118	9	[	[	X
bracis-33648	118	10	20	20	NUM
bracis-33648	118	11	]	]	PUNCT
bracis-33648	118	12	model	model	NOUN
bracis-33648	118	13	pre	pre	VERB
bracis-33648	118	14	-	-	VERB
bracis-33648	118	15	trained	train	VERB
bracis-33648	118	16	on	on	ADP
bracis-33648	118	17	the	the	DET
bracis-33648	118	18	brwac	brwac	PROPN
bracis-33648	118	19	corpus	corpus	PROPN
bracis-33648	118	20	 	 	SPACE
bracis-33648	119	1	[	[	X
bracis-33648	119	2	24	24	NUM
bracis-33648	119	3	]	]	PUNCT
bracis-33648	119	4	,	,	PUNCT
bracis-33648	119	5	a	a	DET
bracis-33648	119	6	large	large	ADJ
bracis-33648	119	7	collection	collection	NOUN
bracis-33648	119	8	of	of	ADP
bracis-33648	119	9	web	web	NOUN
bracis-33648	119	10	pages	page	NOUN
bracis-33648	119	11	in	in	ADP
bracis-33648	119	12	portuguese	portuguese	PROPN
bracis-33648	119	13	.	.	PUNCT
bracis-33648	120	1	it	it	PRON
bracis-33648	120	2	improves	improve	VERB
bracis-33648	120	3	the	the	DET
bracis-33648	120	4	performance	performance	NOUN
bracis-33648	120	5	of	of	ADP
bracis-33648	120	6	t5	t5	PROPN
bracis-33648	120	7	on	on	ADP
bracis-33648	120	8	portuguese	portuguese	ADJ
bracis-33648	120	9	sentence	sentence	NOUN
bracis-33648	120	10	similarity	similarity	NOUN
bracis-33648	120	11	and	and	CCONJ
bracis-33648	120	12	inference	inference	NOUN
bracis-33648	120	13	tasks	task	NOUN
bracis-33648	120	14	.	.	PUNCT
bracis-33648	121	1	it	it	PRON
bracis-33648	121	2	is	be	AUX
bracis-33648	121	3	available	available	ADJ
bracis-33648	121	4	in	in	ADP
bracis-33648	121	5	three	three	NUM
bracis-33648	121	6	sizes	size	NOUN
bracis-33648	121	7	(	(	PUNCT
bracis-33648	121	8	small	small	ADJ
bracis-33648	121	9	,	,	PUNCT
bracis-33648	121	10	base	base	NOUN
bracis-33648	121	11	,	,	PUNCT
bracis-33648	121	12	and	and	CCONJ
bracis-33648	121	13	large	large	ADJ
bracis-33648	121	14	)	)	PUNCT
bracis-33648	121	15	and	and	CCONJ
bracis-33648	121	16	with	with	ADP
bracis-33648	121	17	two	two	NUM
bracis-33648	121	18	vocabularies	vocabulary	NOUN
bracis-33648	121	19	.	.	PUNCT
bracis-33648	122	1	we	we	PRON
bracis-33648	122	2	used	use	VERB
bracis-33648	122	3	the	the	DET
bracis-33648	122	4	base	base	NOUN
bracis-33648	122	5	model	model	NOUN
bracis-33648	122	6	as	as	ADP
bracis-33648	122	7	an	an	DET
bracis-33648	122	8	initial	initial	ADJ
bracis-33648	122	9	baseline	baseline	NOUN
bracis-33648	122	10	.	.	PUNCT
bracis-33648	123	1	ptt5	ptt5	PROPN
bracis-33648	123	2	can	can	AUX
bracis-33648	123	3	also	also	ADV
bracis-33648	123	4	be	be	AUX
bracis-33648	123	5	used	use	VERB
bracis-33648	123	6	with	with	ADP
bracis-33648	123	7	instructions	instruction	NOUN
bracis-33648	123	8	only	only	ADV
bracis-33648	123	9	(	(	PUNCT
bracis-33648	123	10	and	and	CCONJ
bracis-33648	123	11	no	no	DET
bracis-33648	123	12	fine	fine	ADV
bracis-33648	123	13	-	-	PUNCT
bracis-33648	123	14	tuning	tuning	NOUN
bracis-33648	123	15	)	)	PUNCT
bracis-33648	123	16	,	,	PUNCT
bracis-33648	123	17	but	but	CCONJ
bracis-33648	123	18	this	this	DET
bracis-33648	123	19	approach	approach	NOUN
bracis-33648	123	20	did	do	AUX
bracis-33648	123	21	not	not	PART
bracis-33648	123	22	work	work	VERB
bracis-33648	123	23	well	well	ADV
bracis-33648	123	24	on	on	ADP
bracis-33648	123	25	this	this	DET
bracis-33648	123	26	model	model	NOUN
bracis-33648	123	27	,	,	PUNCT
bracis-33648	123	28	as	as	SCONJ
bracis-33648	123	29	the	the	DET
bracis-33648	123	30	final	final	ADJ
bracis-33648	123	31	outputs	output	NOUN
bracis-33648	123	32	were	be	AUX
bracis-33648	123	33	just	just	ADV
bracis-33648	123	34	a	a	DET
bracis-33648	123	35	copy	copy	NOUN
bracis-33648	123	36	of	of	ADP
bracis-33648	123	37	the	the	DET
bracis-33648	123	38	prompt	prompt	NOUN
bracis-33648	123	39	.	.	PUNCT
bracis-33648	124	1	thus	thus	ADV
bracis-33648	124	2	,	,	PUNCT
bracis-33648	124	3	only	only	ADV
bracis-33648	124	4	the	the	DET
bracis-33648	124	5	fine	fine	ADV
bracis-33648	124	6	-	-	PUNCT
bracis-33648	124	7	tuning	tune	VERB
bracis-33648	124	8	alternative	alternative	NOUN
bracis-33648	124	9	of	of	ADP
bracis-33648	124	10	ptt5	ptt5	NOUN
bracis-33648	124	11	is	be	AUX
bracis-33648	124	12	reported	report	VERB
bracis-33648	124	13	here	here	ADV
bracis-33648	124	14	and	and	CCONJ
bracis-33648	124	15	is	be	AUX
bracis-33648	124	16	labeled	label	VERB
bracis-33648	124	17	as	as	ADP
bracis-33648	124	18	ft	ft	NOUN
bracis-33648	124	19	-	-	PUNCT
bracis-33648	124	20	ptt5	ptt5	PROPN
bracis-33648	124	21	.	.	PUNCT
bracis-33648	125	1	flan	flan	PROPN
bracis-33648	125	2	-	-	PUNCT
bracis-33648	125	3	t5	t5	PROPN
bracis-33648	125	4	-	-	PUNCT
bracis-33648	125	5	large	large	ADJ
bracis-33648	125	6	[	[	X
bracis-33648	125	7	7	7	NUM
bracis-33648	125	8	]	]	X
bracis-33648	125	9	is	be	AUX
bracis-33648	125	10	also	also	ADV
bracis-33648	125	11	a	a	DET
bracis-33648	125	12	multilingual	multilingual	ADJ
bracis-33648	125	13	model	model	NOUN
bracis-33648	125	14	from	from	ADP
bracis-33648	125	15	the	the	DET
bracis-33648	125	16	t5	t5	PROPN
bracis-33648	125	17	family	family	NOUN
bracis-33648	125	18	.	.	PUNCT
bracis-33648	126	1	it	it	PRON
bracis-33648	126	2	has	have	VERB
bracis-33648	126	3	700	700	NUM
bracis-33648	126	4	million	million	NUM
bracis-33648	126	5	parameters	parameter	NOUN
bracis-33648	126	6	and	and	CCONJ
bracis-33648	126	7	continues	continue	VERB
bracis-33648	126	8	the	the	DET
bracis-33648	126	9	training	training	NOUN
bracis-33648	126	10	from	from	ADP
bracis-33648	126	11	an	an	DET
bracis-33648	126	12	adapted	adapted	ADJ
bracis-33648	126	13	t5	t5	PROPN
bracis-33648	126	14	-	-	PUNCT
bracis-33648	126	15	lm	lm	PROPN
bracis-33648	126	16	checkpoint	checkpoint	NOUN
bracis-33648	126	17	.	.	PUNCT
bracis-33648	127	1	it	it	PRON
bracis-33648	127	2	uses	use	VERB
bracis-33648	127	3	a	a	DET
bracis-33648	127	4	wide	wide	ADJ
bracis-33648	127	5	variety	variety	NOUN
bracis-33648	127	6	of	of	ADP
bracis-33648	127	7	labeled	label	VERB
bracis-33648	127	8	data	datum	NOUN
bracis-33648	127	9	to	to	ADP
bracis-33648	127	10	fine	fine	ADJ
bracis-33648	127	11	-	-	PUNCT
bracis-33648	127	12	tune	tune	NOUN
bracis-33648	127	13	with	with	ADP
bracis-33648	127	14	instructions	instruction	NOUN
bracis-33648	127	15	,	,	PUNCT
bracis-33648	127	16	but	but	CCONJ
bracis-33648	127	17	the	the	DET
bracis-33648	127	18	data	data	NOUN
bracis-33648	127	19	is	be	AUX
bracis-33648	127	20	not	not	PART
bracis-33648	127	21	specific	specific	ADJ
bracis-33648	127	22	to	to	ADP
bracis-33648	127	23	the	the	DET
bracis-33648	127	24	ts	ts	PROPN
bracis-33648	127	25	task	task	PROPN
bracis-33648	127	26	.	.	PUNCT
bracis-33648	128	1	gpt-3.5	gpt-3.5	NOUN
bracis-33648	128	2	-	-	PUNCT
bracis-33648	128	3	turbo	turbo	NOUN
bracis-33648	128	4	and	and	CCONJ
bracis-33648	128	5	gpt4o	gpt4o	NOUN
bracis-33648	128	6	the	the	DET
bracis-33648	128	7	gpt	gpt	NOUN
bracis-33648	128	8	models	model	NOUN
bracis-33648	128	9	originate	originate	VERB
bracis-33648	128	10	from	from	ADP
bracis-33648	128	11	openai	openai	PROPN
bracis-33648	128	12	’s	’s	PART
bracis-33648	128	13	research	research	NOUN
bracis-33648	128	14	in	in	ADP
bracis-33648	128	15	nlp	nlp	NOUN
bracis-33648	128	16	,	,	PUNCT
bracis-33648	128	17	with	with	ADP
bracis-33648	128	18	gpt-3.5	gpt-3.5	NOUN
bracis-33648	128	19	-	-	PUNCT
bracis-33648	128	20	turbo	turbo	NOUN
bracis-33648	128	21	and	and	CCONJ
bracis-33648	128	22	gpt-4o	gpt-4o	PROPN
bracis-33648	128	23	featuring	feature	VERB
bracis-33648	128	24	advancements	advancement	NOUN
bracis-33648	128	25	such	such	ADJ
bracis-33648	128	26	as	as	ADP
bracis-33648	128	27	increased	increase	VERB
bracis-33648	128	28	parameters	parameter	NOUN
bracis-33648	128	29	and	and	CCONJ
bracis-33648	128	30	context	context	NOUN
bracis-33648	128	31	windows	window	NOUN
bracis-33648	128	32	.	.	PUNCT
bracis-33648	129	1	the	the	DET
bracis-33648	129	2	gpt-3.5	gpt-3.5	NOUN
bracis-33648	129	3	-	-	PUNCT
bracis-33648	129	4	turbo	turbo	NOUN
bracis-33648	129	5	and	and	CCONJ
bracis-33648	129	6	flan	flan	NOUN
bracis-33648	129	7	models	model	NOUN
bracis-33648	129	8	were	be	AUX
bracis-33648	129	9	chosen	choose	VERB
bracis-33648	129	10	based	base	VERB
bracis-33648	129	11	on	on	ADP
bracis-33648	129	12	a	a	DET
bracis-33648	129	13	benchmarking	benchmarking	NOUN
bracis-33648	129	14	of	of	ADP
bracis-33648	129	15	generative	generative	ADJ
bracis-33648	129	16	models	model	NOUN
bracis-33648	129	17	for	for	ADP
bracis-33648	129	18	ts	ts	ADP
bracis-33648	129	19	 	 	SPACE
bracis-33648	129	20	[	[	X
bracis-33648	129	21	13	13	NUM
bracis-33648	129	22	]	]	PUNCT
bracis-33648	129	23	.	.	PUNCT
bracis-33648	130	1	to	to	ADP
bracis-33648	130	2	the	the	DET
bracis-33648	130	3	best	good	ADJ
bracis-33648	130	4	of	of	ADP
bracis-33648	130	5	our	our	PRON
bracis-33648	130	6	knowledge	knowledge	NOUN
bracis-33648	130	7	,	,	PUNCT
bracis-33648	130	8	gpt-4o	gpt-4o	PROPN
bracis-33648	130	9	was	be	AUX
bracis-33648	130	10	not	not	PART
bracis-33648	130	11	tested	test	VERB
bracis-33648	130	12	for	for	ADP
bracis-33648	130	13	ts	ts	X
bracis-33648	130	14	due	due	ADP
bracis-33648	130	15	to	to	ADP
bracis-33648	130	16	the	the	DET
bracis-33648	130	17	recent	recent	ADJ
bracis-33648	130	18	launch	launch	NOUN
bracis-33648	130	19	.	.	PUNCT
bracis-33648	131	1	these	these	DET
bracis-33648	131	2	three	three	NUM
bracis-33648	131	3	models	model	NOUN
bracis-33648	131	4	were	be	AUX
bracis-33648	131	5	used	use	VERB
bracis-33648	131	6	based	base	VERB
bracis-33648	131	7	solely	solely	ADV
bracis-33648	131	8	on	on	ADP
bracis-33648	131	9	prompting	prompt	VERB
bracis-33648	131	10	without	without	ADP
bracis-33648	131	11	any	any	DET
bracis-33648	131	12	fine	fine	ADJ
bracis-33648	131	13	-	-	PUNCT
bracis-33648	131	14	tuning	tuning	NOUN
bracis-33648	131	15	.	.	PUNCT
bracis-33648	132	1	3.3	3.3	NUM
bracis-33648	132	2	fine	fine	ADV
bracis-33648	132	3	-	-	PUNCT
bracis-33648	132	4	tuning	tuning	NOUN
bracis-33648	132	5	and	and	CCONJ
bracis-33648	132	6	 	 	SPACE
bracis-33648	132	7	reinforcement	reinforcement	NOUN
bracis-33648	132	8	learning	learning	NOUN
bracis-33648	132	9	approach	approach	NOUN
bracis-33648	132	10	fine	fine	ADV
bracis-33648	132	11	-	-	PUNCT
bracis-33648	132	12	tuning	tuning	NOUN
bracis-33648	132	13	is	be	AUX
bracis-33648	132	14	the	the	DET
bracis-33648	132	15	process	process	NOUN
bracis-33648	132	16	of	of	ADP
bracis-33648	132	17	adjusting	adjust	VERB
bracis-33648	132	18	a	a	DET
bracis-33648	132	19	pre	pre	ADJ
bracis-33648	132	20	-	-	ADJ
bracis-33648	132	21	trained	train	VERB
bracis-33648	132	22	language	language	NOUN
bracis-33648	132	23	model	model	NOUN
bracis-33648	132	24	on	on	ADP
bracis-33648	132	25	a	a	DET
bracis-33648	132	26	specific	specific	ADJ
bracis-33648	132	27	dataset	dataset	NOUN
bracis-33648	132	28	for	for	ADP
bracis-33648	132	29	a	a	DET
bracis-33648	132	30	particular	particular	ADJ
bracis-33648	132	31	task	task	NOUN
bracis-33648	132	32	or	or	CCONJ
bracis-33648	132	33	domain	domain	NOUN
bracis-33648	132	34	.	.	PUNCT
bracis-33648	133	1	in	in	ADP
bracis-33648	133	2	this	this	DET
bracis-33648	133	3	work	work	NOUN
bracis-33648	133	4	,	,	PUNCT
bracis-33648	133	5	the	the	DET
bracis-33648	133	6	ts	ts	ADJ
bracis-33648	133	7	task	task	NOUN
bracis-33648	133	8	is	be	AUX
bracis-33648	133	9	the	the	DET
bracis-33648	133	10	target	target	NOUN
bracis-33648	133	11	.	.	PUNCT
bracis-33648	134	1	the	the	DET
bracis-33648	134	2	fine	fine	ADV
bracis-33648	134	3	-	-	PUNCT
bracis-33648	134	4	tuning	tuning	NOUN
bracis-33648	134	5	was	be	AUX
bracis-33648	134	6	done	do	VERB
bracis-33648	134	7	using	use	VERB
bracis-33648	134	8	the	the	DET
bracis-33648	134	9	ptt5	ptt5	PROPN
bracis-33648	134	10	model	model	NOUN
bracis-33648	134	11	.	.	PUNCT
bracis-33648	135	1	fine	fine	ADJ
bracis-33648	135	2	-	-	PUNCT
bracis-33648	135	3	tuning	tune	VERB
bracis-33648	135	4	procedure	procedure	NOUN
bracis-33648	135	5	.	.	PUNCT
bracis-33648	136	1	to	to	ADP
bracis-33648	136	2	fine	fine	ADJ
bracis-33648	136	3	-	-	PUNCT
bracis-33648	136	4	tune	tune	NOUN
bracis-33648	136	5	ptt5	ptt5	NOUN
bracis-33648	136	6	to	to	PART
bracis-33648	136	7	perform	perform	VERB
bracis-33648	136	8	ts	ts	ADP
bracis-33648	136	9	,	,	PUNCT
bracis-33648	136	10	we	we	PRON
bracis-33648	136	11	followed	follow	VERB
bracis-33648	136	12	the	the	DET
bracis-33648	136	13	splits	split	NOUN
bracis-33648	136	14	described	describe	VERB
bracis-33648	136	15	in	in	ADP
bracis-33648	136	16	table	table	NOUN
bracis-33648	136	17	 	 	SPACE
bracis-33648	136	18	2	2	NUM
bracis-33648	136	19	.	.	PUNCT
bracis-33648	137	1	the	the	DET
bracis-33648	137	2	batch	batch	NOUN
bracis-33648	137	3	size	size	NOUN
bracis-33648	137	4	and	and	CCONJ
bracis-33648	137	5	batch	batch	NOUN
bracis-33648	137	6	per	per	ADP
bracis-33648	137	7	device	device	NOUN
bracis-33648	137	8	in	in	ADP
bracis-33648	137	9	training	training	NOUN
bracis-33648	137	10	were	be	AUX
bracis-33648	137	11	set	set	VERB
bracis-33648	137	12	to	to	ADP
bracis-33648	137	13	4	4	NUM
bracis-33648	137	14	sentences	sentence	NOUN
bracis-33648	137	15	due	due	ADJ
bracis-33648	137	16	to	to	ADP
bracis-33648	137	17	infrastructure	infrastructure	NOUN
bracis-33648	137	18	limitations	limitation	NOUN
bracis-33648	137	19	.	.	PUNCT
bracis-33648	138	1	we	we	PRON
bracis-33648	138	2	used	use	VERB
bracis-33648	138	3	3	3	NUM
bracis-33648	138	4	steps	step	NOUN
bracis-33648	138	5	of	of	ADP
bracis-33648	138	6	gradient	gradient	ADJ
bracis-33648	138	7	accumulation	accumulation	NOUN
bracis-33648	138	8	and	and	CCONJ
bracis-33648	138	9	a	a	DET
bracis-33648	138	10	batch	batch	NOUN
bracis-33648	138	11	size	size	NOUN
bracis-33648	138	12	of	of	ADP
bracis-33648	138	13	64	64	NUM
bracis-33648	138	14	per	per	ADP
bracis-33648	138	15	device	device	NOUN
bracis-33648	138	16	for	for	ADP
bracis-33648	138	17	evaluation	evaluation	NOUN
bracis-33648	138	18	.	.	PUNCT
bracis-33648	139	1	the	the	DET
bracis-33648	139	2	learning	learning	NOUN
bracis-33648	139	3	rate	rate	NOUN
bracis-33648	139	4	was	be	AUX
bracis-33648	139	5	1e-4	1e-4	NUM
bracis-33648	139	6	,	,	PUNCT
bracis-33648	139	7	weight	weight	NOUN
bracis-33648	139	8	decay	decay	NOUN
bracis-33648	139	9	was	be	AUX
bracis-33648	139	10	0.01	0.01	NUM
bracis-33648	139	11	,	,	PUNCT
bracis-33648	139	12	and	and	CCONJ
bracis-33648	139	13	training	training	NOUN
bracis-33648	139	14	was	be	AUX
bracis-33648	139	15	for	for	ADP
bracis-33648	139	16	100	100	NUM
bracis-33648	139	17	epochs	epoch	NOUN
bracis-33648	139	18	with	with	ADP
bracis-33648	139	19	checkpoints	checkpoint	NOUN
bracis-33648	139	20	at	at	ADP
bracis-33648	139	21	every	every	DET
bracis-33648	139	22	3000	3000	NUM
bracis-33648	139	23	steps	step	NOUN
bracis-33648	139	24	.	.	PUNCT
bracis-33648	140	1	the	the	DET
bracis-33648	140	2	loss	loss	NOUN
bracis-33648	140	3	function	function	NOUN
bracis-33648	140	4	was	be	AUX
bracis-33648	140	5	used	use	VERB
bracis-33648	140	6	to	to	PART
bracis-33648	140	7	choose	choose	VERB
bracis-33648	140	8	the	the	DET
bracis-33648	140	9	best	good	ADJ
bracis-33648	140	10	model	model	NOUN
bracis-33648	140	11	,	,	PUNCT
bracis-33648	140	12	and	and	CCONJ
bracis-33648	140	13	fp16	fp16	PROPN
bracis-33648	140	14	(	(	PUNCT
bracis-33648	140	15	half	half	ADJ
bracis-33648	140	16	-	-	PUNCT
bracis-33648	140	17	precision	precision	NOUN
bracis-33648	140	18	floating	float	VERB
bracis-33648	140	19	point	point	NOUN
bracis-33648	140	20	)	)	PUNCT
bracis-33648	140	21	was	be	AUX
bracis-33648	140	22	set	set	VERB
bracis-33648	140	23	to	to	ADP
bracis-33648	140	24	true	true	ADJ
bracis-33648	140	25	.	.	PUNCT
bracis-33648	141	1	the	the	DET
bracis-33648	141	2	sari	sari	ADJ
bracis-33648	141	3	metric	metric	NOUN
bracis-33648	141	4	was	be	AUX
bracis-33648	141	5	calculated	calculate	VERB
bracis-33648	141	6	during	during	ADP
bracis-33648	141	7	validation	validation	NOUN
bracis-33648	141	8	.	.	PUNCT
bracis-33648	142	1	reinforcement	reinforcement	NOUN
bracis-33648	142	2	learning	learning	NOUN
bracis-33648	142	3	.	.	PUNCT
bracis-33648	143	1	this	this	DET
bracis-33648	143	2	fine	fine	ADV
bracis-33648	143	3	-	-	PUNCT
bracis-33648	143	4	tuned	tune	VERB
bracis-33648	143	5	model	model	NOUN
bracis-33648	143	6	was	be	AUX
bracis-33648	143	7	used	use	VERB
bracis-33648	143	8	to	to	PART
bracis-33648	143	9	apply	apply	VERB
bracis-33648	143	10	reinforcement	reinforcement	NOUN
bracis-33648	143	11	learning	learning	NOUN
bracis-33648	143	12	(	(	PUNCT
bracis-33648	143	13	rl	rl	NOUN
bracis-33648	143	14	)	)	PUNCT
bracis-33648	143	15	based	base	VERB
bracis-33648	143	16	on	on	ADP
bracis-33648	143	17	dress	dress	NOUN
bracis-33648	143	18	 	 	SPACE
bracis-33648	144	1	[	[	X
bracis-33648	144	2	27	27	NUM
bracis-33648	144	3	]	]	PUNCT
bracis-33648	144	4	.	.	PUNCT
bracis-33648	145	1	we	we	PRON
bracis-33648	145	2	refer	refer	VERB
bracis-33648	145	3	to	to	ADP
bracis-33648	145	4	the	the	DET
bracis-33648	145	5	resulting	result	VERB
bracis-33648	145	6	model	model	NOUN
bracis-33648	145	7	as	as	ADP
bracis-33648	145	8	ft	ft	NOUN
bracis-33648	145	9	-	-	PUNCT
bracis-33648	145	10	ptt5	ptt5	NOUN
bracis-33648	145	11	+	+	CCONJ
bracis-33648	145	12	rl	rl	NOUN
bracis-33648	145	13	.	.	PUNCT
bracis-33648	146	1	however	however	ADV
bracis-33648	146	2	,	,	PUNCT
bracis-33648	146	3	dress	dress	NOUN
bracis-33648	146	4	used	use	VERB
bracis-33648	146	5	an	an	DET
bracis-33648	146	6	lstm	lstm	NOUN
bracis-33648	146	7	to	to	PART
bracis-33648	146	8	generate	generate	VERB
bracis-33648	146	9	the	the	DET
bracis-33648	146	10	outputs	output	NOUN
bracis-33648	146	11	and	and	CCONJ
bracis-33648	146	12	then	then	ADV
bracis-33648	146	13	applied	apply	VERB
bracis-33648	146	14	rl	rl	PRON
bracis-33648	146	15	.	.	PUNCT
bracis-33648	147	1	in	in	ADP
bracis-33648	147	2	the	the	DET
bracis-33648	147	3	context	context	NOUN
bracis-33648	147	4	of	of	ADP
bracis-33648	147	5	text	text	NOUN
bracis-33648	147	6	tasks	task	NOUN
bracis-33648	147	7	,	,	PUNCT
bracis-33648	147	8	rl	rl	X
bracis-33648	147	9	is	be	AUX
bracis-33648	147	10	used	use	VERB
bracis-33648	147	11	as	as	ADP
bracis-33648	147	12	additional	additional	ADJ
bracis-33648	147	13	training	training	NOUN
bracis-33648	147	14	for	for	ADP
bracis-33648	147	15	pre	pre	ADJ
bracis-33648	147	16	-	-	ADJ
bracis-33648	147	17	trained	train	VERB
bracis-33648	147	18	models	model	NOUN
bracis-33648	147	19	.	.	PUNCT
bracis-33648	148	1	a	a	DET
bracis-33648	148	2	common	common	ADJ
bracis-33648	148	3	technique	technique	NOUN
bracis-33648	148	4	is	be	AUX
bracis-33648	148	5	to	to	PART
bracis-33648	148	6	linearly	linearly	ADV
bracis-33648	148	7	interpolate	interpolate	VERB
bracis-33648	148	8	the	the	DET
bracis-33648	148	9	rl	rl	PROPN
bracis-33648	148	10	reward	reward	NOUN
bracis-33648	148	11	with	with	ADP
bracis-33648	148	12	cross	cross	ADJ
bracis-33648	148	13	-	-	ADJ
bracis-33648	148	14	entropy	entropy	ADJ
bracis-33648	148	15	loss	loss	NOUN
bracis-33648	148	16	to	to	PART
bracis-33648	148	17	avoid	avoid	VERB
bracis-33648	148	18	erroneous	erroneous	ADJ
bracis-33648	148	19	training	training	NOUN
bracis-33648	148	20	due	due	ADP
bracis-33648	148	21	to	to	ADP
bracis-33648	148	22	the	the	DET
bracis-33648	148	23	large	large	ADJ
bracis-33648	148	24	action	action	NOUN
bracis-33648	148	25	space	space	NOUN
bracis-33648	148	26	.	.	PUNCT
bracis-33648	149	1	during	during	ADP
bracis-33648	149	2	rl	rl	PRON
bracis-33648	149	3	,	,	PUNCT
bracis-33648	149	4	we	we	PRON
bracis-33648	149	5	used	use	VERB
bracis-33648	149	6	metrics	metric	NOUN
bracis-33648	149	7	that	that	PRON
bracis-33648	149	8	do	do	AUX
bracis-33648	149	9	not	not	PART
bracis-33648	149	10	rely	rely	VERB
bracis-33648	149	11	on	on	ADP
bracis-33648	149	12	reference	reference	NOUN
bracis-33648	149	13	simplifications	simplification	NOUN
bracis-33648	149	14	.	.	PUNCT
bracis-33648	150	1	these	these	DET
bracis-33648	150	2	metrics	metric	NOUN
bracis-33648	150	3	are	be	AUX
bracis-33648	150	4	different	different	ADJ
bracis-33648	150	5	from	from	ADP
bracis-33648	150	6	the	the	DET
bracis-33648	150	7	ones	one	NOUN
bracis-33648	150	8	used	use	VERB
bracis-33648	150	9	for	for	ADP
bracis-33648	150	10	evaluating	evaluate	VERB
bracis-33648	150	11	the	the	DET
bracis-33648	150	12	quality	quality	NOUN
bracis-33648	150	13	of	of	ADP
bracis-33648	150	14	the	the	DET
bracis-33648	150	15	predictions	prediction	NOUN
bracis-33648	150	16	in	in	ADP
bracis-33648	150	17	the	the	DET
bracis-33648	150	18	test	test	NOUN
bracis-33648	150	19	set	set	NOUN
bracis-33648	150	20	(	(	PUNCT
bracis-33648	150	21	sect	sect	NOUN
bracis-33648	150	22	.	.	PUNCT
bracis-33648	150	23	 	 	SPACE
bracis-33648	150	24	3.5	3.5	NUM
bracis-33648	150	25	)	)	PUNCT
bracis-33648	150	26	since	since	SCONJ
bracis-33648	150	27	one	one	PRON
bracis-33648	150	28	can	can	AUX
bracis-33648	150	29	not	not	PART
bracis-33648	150	30	optimize	optimize	VERB
bracis-33648	150	31	and	and	CCONJ
bracis-33648	150	32	evaluate	evaluate	VERB
bracis-33648	150	33	using	use	VERB
bracis-33648	150	34	the	the	DET
bracis-33648	150	35	same	same	ADJ
bracis-33648	150	36	metrics	metric	NOUN
bracis-33648	150	37	.	.	PUNCT
bracis-33648	151	1	1	1	X
bracis-33648	151	2	.	.	X
bracis-33648	151	3	fkgl	fkgl	NOUN
bracis-33648	151	4	—	—	PUNCT
bracis-33648	151	5	flesch	flesch	PROPN
bracis-33648	151	6	-	-	PUNCT
bracis-33648	151	7	kincaid	kincaid	PROPN
bracis-33648	151	8	grade	grade	NOUN
bracis-33648	151	9	level	level	NOUN
bracis-33648	151	10	is	be	AUX
bracis-33648	151	11	used	use	VERB
bracis-33648	151	12	to	to	PART
bracis-33648	151	13	evaluate	evaluate	VERB
bracis-33648	151	14	the	the	DET
bracis-33648	151	15	readability	readability	NOUN
bracis-33648	151	16	of	of	ADP
bracis-33648	151	17	a	a	DET
bracis-33648	151	18	text	text	NOUN
bracis-33648	151	19	,	,	PUNCT
bracis-33648	151	20	indicating	indicate	VERB
bracis-33648	151	21	the	the	DET
bracis-33648	151	22	level	level	NOUN
bracis-33648	151	23	of	of	ADP
bracis-33648	151	24	education	education	NOUN
bracis-33648	151	25	necessary	necessary	ADJ
bracis-33648	151	26	to	to	PART
bracis-33648	151	27	understand	understand	VERB
bracis-33648	151	28	it	it	PRON
bracis-33648	151	29	easily	easily	ADV
bracis-33648	151	30	.	.	PUNCT
bracis-33648	152	1	it	it	PRON
bracis-33648	152	2	considers	consider	VERB
bracis-33648	152	3	the	the	DET
bracis-33648	152	4	average	average	ADJ
bracis-33648	152	5	number	number	NOUN
bracis-33648	152	6	of	of	ADP
bracis-33648	152	7	words	word	NOUN
bracis-33648	152	8	per	per	ADP
bracis-33648	152	9	sentence	sentence	NOUN
bracis-33648	152	10	and	and	CCONJ
bracis-33648	152	11	the	the	DET
bracis-33648	152	12	average	average	ADJ
bracis-33648	152	13	number	number	NOUN
bracis-33648	152	14	of	of	ADP
bracis-33648	152	15	syllables	syllable	NOUN
bracis-33648	152	16	per	per	ADP
bracis-33648	152	17	word	word	NOUN
bracis-33648	152	18	,	,	PUNCT
bracis-33648	152	19	offering	offer	VERB
bracis-33648	152	20	a	a	DET
bracis-33648	152	21	score	score	NOUN
bracis-33648	152	22	corresponding	correspond	VERB
bracis-33648	152	23	to	to	ADP
bracis-33648	152	24	years	year	NOUN
bracis-33648	152	25	of	of	ADP
bracis-33648	152	26	schooling	schooling	NOUN
bracis-33648	152	27	to	to	PART
bracis-33648	152	28	understand	understand	VERB
bracis-33648	152	29	a	a	DET
bracis-33648	152	30	text	text	NOUN
bracis-33648	152	31	.	.	PUNCT
bracis-33648	153	1	as	as	SCONJ
bracis-33648	153	2	sari	sari	NOUN
bracis-33648	153	3	is	be	AUX
bracis-33648	153	4	the	the	DET
bracis-33648	153	5	main	main	ADJ
bracis-33648	153	6	metric	metric	NOUN
bracis-33648	153	7	to	to	PART
bracis-33648	153	8	automatically	automatically	ADV
bracis-33648	153	9	evaluate	evaluate	VERB
bracis-33648	153	10	outputs	output	NOUN
bracis-33648	153	11	in	in	ADP
bracis-33648	153	12	ts	ts	PROPN
bracis-33648	153	13	,	,	PUNCT
bracis-33648	153	14	fkgl	fkgl	NOUN
bracis-33648	153	15	was	be	AUX
bracis-33648	153	16	calculated	calculate	VERB
bracis-33648	153	17	as	as	ADP
bracis-33648	153	18	a	a	DET
bracis-33648	153	19	simplicity	simplicity	NOUN
bracis-33648	153	20	reward	reward	NOUN
bracis-33648	153	21	in	in	ADP
bracis-33648	153	22	rl	rl	NOUN
bracis-33648	153	23	.	.	PROPN
bracis-33648	153	24	2	2	NUM
bracis-33648	153	25	.	.	X
bracis-33648	153	26	samsa	samsa	NOUN
bracis-33648	153	27	—	—	PUNCT
bracis-33648	153	28	semantic	semantic	ADJ
bracis-33648	153	29	annotation	annotation	NOUN
bracis-33648	153	30	for	for	ADP
bracis-33648	153	31	machine	machine	NOUN
bracis-33648	153	32	reading	reading	NOUN
bracis-33648	153	33	focuses	focus	VERB
bracis-33648	153	34	on	on	ADP
bracis-33648	153	35	the	the	DET
bracis-33648	153	36	ability	ability	NOUN
bracis-33648	153	37	of	of	ADP
bracis-33648	153	38	the	the	DET
bracis-33648	153	39	system	system	NOUN
bracis-33648	153	40	to	to	PART
bracis-33648	153	41	understand	understand	VERB
bracis-33648	153	42	and	and	CCONJ
bracis-33648	153	43	extract	extract	VERB
bracis-33648	153	44	accurate	accurate	ADJ
bracis-33648	153	45	semantic	semantic	ADJ
bracis-33648	153	46	information	information	NOUN
bracis-33648	153	47	from	from	ADP
bracis-33648	153	48	complex	complex	ADJ
bracis-33648	153	49	texts	text	NOUN
bracis-33648	153	50	.	.	PUNCT
bracis-33648	154	1	using	use	VERB
bracis-33648	154	2	semantic	semantic	ADJ
bracis-33648	154	3	annotations	annotation	NOUN
bracis-33648	154	4	,	,	PUNCT
bracis-33648	154	5	such	such	ADJ
bracis-33648	154	6	as	as	ADP
bracis-33648	154	7	named	name	VERB
bracis-33648	154	8	entities	entity	NOUN
bracis-33648	154	9	and	and	CCONJ
bracis-33648	154	10	relationships	relationship	NOUN
bracis-33648	154	11	between	between	ADP
bracis-33648	154	12	concepts	concept	NOUN
bracis-33648	154	13	,	,	PUNCT
bracis-33648	154	14	samsa	samsa	PROPN
bracis-33648	154	15	seeks	seek	VERB
bracis-33648	154	16	to	to	PART
bracis-33648	154	17	quantify	quantify	VERB
bracis-33648	154	18	the	the	DET
bracis-33648	154	19	quality	quality	NOUN
bracis-33648	154	20	of	of	ADP
bracis-33648	154	21	the	the	DET
bracis-33648	154	22	system	system	NOUN
bracis-33648	154	23	interpretation	interpretation	NOUN
bracis-33648	154	24	by	by	ADP
bracis-33648	154	25	identifying	identify	VERB
bracis-33648	154	26	whether	whether	SCONJ
bracis-33648	154	27	it	it	PRON
bracis-33648	154	28	correctly	correctly	ADV
bracis-33648	154	29	captures	capture	VERB
bracis-33648	154	30	the	the	DET
bracis-33648	154	31	essential	essential	ADJ
bracis-33648	154	32	meaning	meaning	NOUN
bracis-33648	154	33	of	of	ADP
bracis-33648	154	34	the	the	DET
bracis-33648	154	35	text	text	NOUN
bracis-33648	154	36	 	 	SPACE
bracis-33648	155	1	[	[	X
bracis-33648	155	2	21	21	NUM
bracis-33648	155	3	]	]	PUNCT
bracis-33648	155	4	.	.	PUNCT
bracis-33648	156	1	samsa	samsa	PROPN
bracis-33648	156	2	assigns	assign	VERB
bracis-33648	156	3	high	high	ADJ
bracis-33648	156	4	scores	score	NOUN
bracis-33648	156	5	to	to	PART
bracis-33648	156	6	split	split	VERB
bracis-33648	156	7	sentences	sentence	NOUN
bracis-33648	156	8	,	,	PUNCT
bracis-33648	156	9	which	which	PRON
bracis-33648	156	10	is	be	AUX
bracis-33648	156	11	a	a	DET
bracis-33648	156	12	simplification	simplification	NOUN
bracis-33648	156	13	action	action	NOUN
bracis-33648	156	14	cited	cite	VERB
bracis-33648	156	15	as	as	ADP
bracis-33648	156	16	one	one	NUM
bracis-33648	156	17	of	of	ADP
bracis-33648	156	18	the	the	DET
bracis-33648	156	19	most	most	ADV
bracis-33648	156	20	important	important	ADJ
bracis-33648	156	21	in	in	ADP
bracis-33648	156	22	ts	ts	ADP
bracis-33648	156	23	 	 	SPACE
bracis-33648	156	24	[	[	X
bracis-33648	156	25	14	14	NUM
bracis-33648	156	26	]	]	PUNCT
bracis-33648	156	27	.	.	PUNCT
bracis-33648	157	1	3	3	X
bracis-33648	157	2	.	.	X
bracis-33648	157	3	levenshtein	levenshtein	PROPN
bracis-33648	157	4	distance	distance	NOUN
bracis-33648	157	5	—	—	PUNCT
bracis-33648	157	6	calculates	calculate	VERB
bracis-33648	157	7	the	the	DET
bracis-33648	157	8	difference	difference	NOUN
bracis-33648	157	9	between	between	ADP
bracis-33648	157	10	two	two	NUM
bracis-33648	157	11	strings	string	NOUN
bracis-33648	157	12	.	.	PUNCT
bracis-33648	158	1	this	this	DET
bracis-33648	158	2	measure	measure	NOUN
bracis-33648	158	3	quantifies	quantify	VERB
bracis-33648	158	4	the	the	DET
bracis-33648	158	5	minimum	minimum	ADJ
bracis-33648	158	6	number	number	NOUN
bracis-33648	158	7	of	of	ADP
bracis-33648	158	8	operations	operation	NOUN
bracis-33648	158	9	necessary	necessary	ADJ
bracis-33648	158	10	to	to	PART
bracis-33648	158	11	transform	transform	VERB
bracis-33648	158	12	one	one	NUM
bracis-33648	158	13	sequence	sequence	NOUN
bracis-33648	158	14	into	into	ADP
bracis-33648	158	15	another	another	PRON
bracis-33648	158	16	,	,	PUNCT
bracis-33648	158	17	where	where	SCONJ
bracis-33648	158	18	valid	valid	ADJ
bracis-33648	158	19	operations	operation	NOUN
bracis-33648	158	20	are	be	AUX
bracis-33648	158	21	insertion	insertion	NOUN
bracis-33648	158	22	,	,	PUNCT
bracis-33648	158	23	deletion	deletion	NOUN
bracis-33648	158	24	,	,	PUNCT
bracis-33648	158	25	or	or	CCONJ
bracis-33648	158	26	replacement	replacement	NOUN
bracis-33648	158	27	of	of	ADP
bracis-33648	158	28	a	a	DET
bracis-33648	158	29	single	single	ADJ
bracis-33648	158	30	character	character	NOUN
bracis-33648	158	31	.	.	PUNCT
bracis-33648	159	1	this	this	DET
bracis-33648	159	2	metric	metric	NOUN
bracis-33648	159	3	is	be	AUX
bracis-33648	159	4	widely	widely	ADV
bracis-33648	159	5	used	use	VERB
bracis-33648	159	6	in	in	ADP
bracis-33648	159	7	word	word	NOUN
bracis-33648	159	8	processing	processing	NOUN
bracis-33648	159	9	applications	application	NOUN
bracis-33648	159	10	such	such	ADJ
bracis-33648	159	11	as	as	ADP
bracis-33648	159	12	spelling	spelling	NOUN
bracis-33648	159	13	correction	correction	NOUN
bracis-33648	159	14	and	and	CCONJ
bracis-33648	159	15	plagiarism	plagiarism	NOUN
bracis-33648	159	16	detection	detection	NOUN
bracis-33648	159	17	,	,	PUNCT
bracis-33648	159	18	providing	provide	VERB
bracis-33648	159	19	an	an	DET
bracis-33648	159	20	efficient	efficient	ADJ
bracis-33648	159	21	way	way	NOUN
bracis-33648	159	22	to	to	PART
bracis-33648	159	23	compare	compare	VERB
bracis-33648	159	24	and	and	CCONJ
bracis-33648	159	25	measure	measure	VERB
bracis-33648	159	26	similarity	similarity	NOUN
bracis-33648	159	27	between	between	ADP
bracis-33648	159	28	different	different	ADJ
bracis-33648	159	29	strings	string	NOUN
bracis-33648	159	30	.	.	PUNCT
bracis-33648	160	1	the	the	DET
bracis-33648	160	2	calculation	calculation	NOUN
bracis-33648	160	3	of	of	ADP
bracis-33648	160	4	this	this	DET
bracis-33648	160	5	reward	reward	NOUN
bracis-33648	160	6	aims	aim	VERB
bracis-33648	160	7	to	to	PART
bracis-33648	160	8	preserve	preserve	VERB
bracis-33648	160	9	the	the	DET
bracis-33648	160	10	meaning	meaning	NOUN
bracis-33648	160	11	of	of	ADP
bracis-33648	160	12	the	the	DET
bracis-33648	160	13	original	original	ADJ
bracis-33648	160	14	sentence	sentence	NOUN
bracis-33648	160	15	.	.	PUNCT
bracis-33648	161	1	in	in	ADP
bracis-33648	161	2	the	the	DET
bracis-33648	161	3	rl	rl	NOUN
bracis-33648	161	4	step	step	NOUN
bracis-33648	161	5	,	,	PUNCT
bracis-33648	161	6	the	the	DET
bracis-33648	161	7	model	model	NOUN
bracis-33648	161	8	is	be	AUX
bracis-33648	161	9	trained	train	VERB
bracis-33648	161	10	to	to	PART
bracis-33648	161	11	increase	increase	VERB
bracis-33648	161	12	a	a	DET
bracis-33648	161	13	reward	reward	NOUN
bracis-33648	161	14	.	.	PUNCT
bracis-33648	162	1	the	the	DET
bracis-33648	162	2	ptt5	ptt5	PROPN
bracis-33648	162	3	fine	fine	ADV
bracis-33648	162	4	-	-	PUNCT
bracis-33648	162	5	tuned	tune	VERB
bracis-33648	162	6	model	model	NOUN
bracis-33648	162	7	is	be	AUX
bracis-33648	162	8	seen	see	VERB
bracis-33648	162	9	as	as	ADP
bracis-33648	162	10	an	an	DET
bracis-33648	162	11	agent	agent	NOUN
bracis-33648	162	12	;	;	PUNCT
bracis-33648	162	13	it	it	PRON
bracis-33648	162	14	reads	read	VERB
bracis-33648	162	15	the	the	DET
bracis-33648	162	16	source	source	NOUN
bracis-33648	162	17	sentence	sentence	NOUN
bracis-33648	162	18	and	and	CCONJ
bracis-33648	162	19	then	then	ADV
bracis-33648	162	20	takes	take	VERB
bracis-33648	162	21	an	an	DET
bracis-33648	162	22	action	action	NOUN
bracis-33648	162	23	according	accord	VERB
bracis-33648	162	24	to	to	ADP
bracis-33648	162	25	a	a	DET
bracis-33648	162	26	policy	policy	NOUN
bracis-33648	162	27	.	.	PUNCT
bracis-33648	163	1	the	the	DET
bracis-33648	163	2	agent	agent	NOUN
bracis-33648	163	3	generates	generate	VERB
bracis-33648	163	4	the	the	DET
bracis-33648	163	5	output	output	NOUN
bracis-33648	163	6	sequence	sequence	NOUN
bracis-33648	163	7	as	as	ADP
bracis-33648	163	8	the	the	DET
bracis-33648	163	9	simplified	simplified	ADJ
bracis-33648	163	10	text	text	NOUN
bracis-33648	163	11	;	;	PUNCT
bracis-33648	163	12	a	a	DET
bracis-33648	163	13	reward	reward	NOUN
bracis-33648	163	14	is	be	AUX
bracis-33648	163	15	calculated	calculate	VERB
bracis-33648	163	16	,	,	PUNCT
bracis-33648	163	17	and	and	CCONJ
bracis-33648	163	18	the	the	DET
bracis-33648	163	19	reinforcement	reinforcement	NOUN
bracis-33648	163	20	updates	update	VERB
bracis-33648	163	21	the	the	DET
bracis-33648	163	22	agent	agent	NOUN
bracis-33648	163	23	state	state	NOUN
bracis-33648	163	24	.	.	PUNCT
bracis-33648	164	1	the	the	DET
bracis-33648	164	2	reward	reward	NOUN
bracis-33648	164	3	r(ŷ	r(ŷ	NOUN
bracis-33648	164	4	)	)	PUNCT
bracis-33648	164	5	used	use	VERB
bracis-33648	164	6	in	in	ADP
bracis-33648	164	7	this	this	DET
bracis-33648	164	8	work	work	NOUN
bracis-33648	164	9	followed	follow	VERB
bracis-33648	164	10	the	the	DET
bracis-33648	164	11	base	base	ADJ
bracis-33648	164	12	reward	reward	NOUN
bracis-33648	164	13	of	of	ADP
bracis-33648	164	14	dress	dress	NOUN
bracis-33648	164	15	 	 	SPACE
bracis-33648	165	1	[	[	X
bracis-33648	165	2	27	27	NUM
bracis-33648	165	3	]	]	PUNCT
bracis-33648	165	4	and	and	CCONJ
bracis-33648	165	5	is	be	AUX
bracis-33648	165	6	calculated	calculate	VERB
bracis-33648	165	7	as	as	ADP
bracis-33648	165	8	in	in	ADP
bracis-33648	165	9	eq	eq	NOUN
bracis-33648	165	10	.	.	PUNCT
bracis-33648	165	11	 	 	SPACE
bracis-33648	165	12	1	1	NUM
bracis-33648	165	13	according	accord	VERB
bracis-33648	165	14	to	to	ADP
bracis-33648	165	15	three	three	NUM
bracis-33648	165	16	perspectives	perspective	NOUN
bracis-33648	165	17	:	:	PUNCT
bracis-33648	165	18	simplicity	simplicity	NOUN
bracis-33648	165	19	(	(	PUNCT
bracis-33648	165	20	\(r_s\	\(r_s\	NOUN
bracis-33648	165	21	)	)	PUNCT
bracis-33648	165	22	)	)	PUNCT
bracis-33648	165	23	,	,	PUNCT
bracis-33648	165	24	relevance	relevance	NOUN
bracis-33648	165	25	(	(	PUNCT
bracis-33648	165	26	\(r_r\	\(r_r\	NOUN
bracis-33648	165	27	)	)	PUNCT
bracis-33648	165	28	)	)	PUNCT
bracis-33648	165	29	,	,	PUNCT
bracis-33648	165	30	and	and	CCONJ
bracis-33648	165	31	fluency	fluency	NOUN
bracis-33648	165	32	(	(	PUNCT
bracis-33648	165	33	\(r_f\	\(r_f\	PROPN
bracis-33648	165	34	)	)	PUNCT
bracis-33648	165	35	):	):	PUNCT
bracis-33648	165	36	$	$	SYM
bracis-33648	165	37	$	$	SYM
bracis-33648	165	38	\begin{aligned	\begin{aligne	VERB
bracis-33648	165	39	}	}	PUNCT
bracis-33648	165	40	r(\hat{y	r(\hat{y	NOUN
bracis-33648	165	41	}	}	PUNCT
bracis-33648	165	42	)	)	PUNCT
bracis-33648	166	1	=	=	PUNCT
bracis-33648	167	1	\lambda	\lambda	PROPN
bracis-33648	167	2	^s	^s	PUNCT
bracis-33648	167	3	r^s	r^s	VERB
bracis-33648	167	4	+	+	CCONJ
bracis-33648	167	5	\lambda	\lambda	PROPN
bracis-33648	167	6	^r	^r	PROPN
bracis-33648	167	7	r^r	r^r	PROPN
bracis-33648	167	8	+	+	CCONJ
bracis-33648	167	9	\lambda	\lambda	PROPN
bracis-33648	167	10	^f	^f	PROPN
bracis-33648	167	11	r^f	r^f	NOUN
bracis-33648	167	12	\end{aligned}$$	\end{aligned}$$	X
bracis-33648	167	13	(	(	PUNCT
bracis-33648	167	14	1	1	NUM
bracis-33648	167	15	)	)	PUNCT
bracis-33648	167	16	where	where	SCONJ
bracis-33648	167	17	\(r^s\	\(r^s\	X
bracis-33648	167	18	)	)	PUNCT
bracis-33648	167	19	is	be	AUX
bracis-33648	167	20	the	the	DET
bracis-33648	167	21	fkgl	fkgl	NOUN
bracis-33648	167	22	score	score	NOUN
bracis-33648	167	23	for	for	ADP
bracis-33648	167	24	simplicity	simplicity	NOUN
bracis-33648	167	25	,	,	PUNCT
bracis-33648	167	26	\(r^r\	\(r^r\	ADJ
bracis-33648	167	27	)	)	PUNCT
bracis-33648	167	28	is	be	AUX
bracis-33648	167	29	the	the	DET
bracis-33648	167	30	levenshtein	levenshtein	PROPN
bracis-33648	167	31	distance	distance	NOUN
bracis-33648	167	32	for	for	ADP
bracis-33648	167	33	meaning	mean	VERB
bracis-33648	167	34	preservation	preservation	NOUN
bracis-33648	167	35	and	and	CCONJ
bracis-33648	167	36	\(r^f\	\(r^f\	NOUN
bracis-33648	167	37	)	)	PUNCT
bracis-33648	168	1	is	be	AUX
bracis-33648	168	2	the	the	DET
bracis-33648	168	3	samsa	samsa	NOUN
bracis-33648	168	4	score	score	NOUN
bracis-33648	168	5	for	for	ADP
bracis-33648	168	6	fluency	fluency	NOUN
bracis-33648	168	7	.	.	PUNCT
bracis-33648	169	1	\(\lambda	\(\lambda	NOUN
bracis-33648	169	2	^s\	^s\	PROPN
bracis-33648	169	3	)	)	PUNCT
bracis-33648	169	4	,	,	PUNCT
bracis-33648	169	5	\(\lambda	\(\lambda	NOUN
bracis-33648	169	6	^r\	^r\	NOUN
bracis-33648	169	7	)	)	PUNCT
bracis-33648	169	8	and	and	CCONJ
bracis-33648	169	9	\(\lambda	\(\lambda	NOUN
bracis-33648	169	10	^f\	^f\	NUM
bracis-33648	169	11	)	)	PUNCT
bracis-33648	169	12	are	be	AUX
bracis-33648	169	13	constants	constant	NOUN
bracis-33648	169	14	\(\in	\(\in	ADP
bracis-33648	169	15	\	\	NOUN
bracis-33648	169	16	)	)	PUNCT
bracis-33648	170	1	[	[	X
bracis-33648	170	2	0	0	NUM
bracis-33648	170	3	,	,	PUNCT
bracis-33648	170	4	1	1	NUM
bracis-33648	170	5	]	]	PUNCT
bracis-33648	170	6	and	and	CCONJ
bracis-33648	170	7	were	be	AUX
bracis-33648	170	8	set	set	VERB
bracis-33648	170	9	as	as	ADP
bracis-33648	170	10	1	1	NUM
bracis-33648	170	11	,	,	PUNCT
bracis-33648	170	12	0.25	0.25	NUM
bracis-33648	170	13	and	and	CCONJ
bracis-33648	170	14	0.5	0.5	NUM
bracis-33648	170	15	,	,	PUNCT
bracis-33648	170	16	respectively	respectively	ADV
bracis-33648	170	17	.	.	PUNCT
bracis-33648	171	1	3.4	3.4	NUM
bracis-33648	171	2	generative	generative	ADJ
bracis-33648	171	3	approach	approach	VERB
bracis-33648	171	4	the	the	DET
bracis-33648	171	5	lack	lack	NOUN
bracis-33648	171	6	of	of	ADP
bracis-33648	171	7	a	a	DET
bracis-33648	171	8	parallel	parallel	ADJ
bracis-33648	171	9	dataset	dataset	NOUN
bracis-33648	171	10	to	to	PART
bracis-33648	171	11	allow	allow	VERB
bracis-33648	171	12	fine	fine	ADV
bracis-33648	171	13	-	-	PUNCT
bracis-33648	171	14	tuning	tuning	NOUN
bracis-33648	171	15	or	or	CCONJ
bracis-33648	171	16	transfer	transfer	VERB
bracis-33648	171	17	learning	learning	NOUN
bracis-33648	171	18	into	into	ADP
bracis-33648	171	19	the	the	DET
bracis-33648	171	20	several	several	ADJ
bracis-33648	171	21	versions	version	NOUN
bracis-33648	171	22	of	of	ADP
bracis-33648	171	23	llms	llm	NOUN
bracis-33648	171	24	available	available	ADJ
bracis-33648	171	25	makes	make	VERB
bracis-33648	171	26	the	the	DET
bracis-33648	171	27	generative	generative	ADJ
bracis-33648	171	28	models	model	NOUN
bracis-33648	171	29	a	a	DET
bracis-33648	171	30	good	good	ADJ
bracis-33648	171	31	alternative	alternative	NOUN
bracis-33648	171	32	.	.	PUNCT
bracis-33648	172	1	the	the	DET
bracis-33648	172	2	instructions	instruction	NOUN
bracis-33648	172	3	do	do	AUX
bracis-33648	172	4	not	not	PART
bracis-33648	172	5	need	need	VERB
bracis-33648	172	6	many	many	ADJ
bracis-33648	172	7	examples	example	NOUN
bracis-33648	172	8	to	to	PART
bracis-33648	172	9	enable	enable	VERB
bracis-33648	172	10	the	the	DET
bracis-33648	172	11	model	model	NOUN
bracis-33648	172	12	to	to	PART
bracis-33648	172	13	understand	understand	VERB
bracis-33648	172	14	the	the	DET
bracis-33648	172	15	main	main	ADJ
bracis-33648	172	16	goal	goal	NOUN
bracis-33648	172	17	of	of	ADP
bracis-33648	172	18	a	a	DET
bracis-33648	172	19	task	task	NOUN
bracis-33648	172	20	.	.	PUNCT
bracis-33648	173	1	this	this	PRON
bracis-33648	173	2	is	be	AUX
bracis-33648	173	3	exactly	exactly	ADV
bracis-33648	173	4	the	the	DET
bracis-33648	173	5	scenario	scenario	NOUN
bracis-33648	173	6	we	we	PRON
bracis-33648	173	7	have	have	VERB
bracis-33648	173	8	for	for	ADP
bracis-33648	173	9	the	the	DET
bracis-33648	173	10	portuguese	portuguese	ADJ
bracis-33648	173	11	legal	legal	ADJ
bracis-33648	173	12	domain	domain	NOUN
bracis-33648	173	13	.	.	PUNCT
bracis-33648	174	1	we	we	PRON
bracis-33648	174	2	adapted	adapt	VERB
bracis-33648	174	3	the	the	DET
bracis-33648	174	4	prompt	prompt	NOUN
bracis-33648	174	5	from	from	ADP
bracis-33648	174	6	bless	bless	NOUN
bracis-33648	174	7	 	 	SPACE
bracis-33648	175	1	[	[	X
bracis-33648	175	2	13	13	NUM
bracis-33648	175	3	]	]	PUNCT
bracis-33648	175	4	,	,	PUNCT
bracis-33648	175	5	which	which	PRON
bracis-33648	175	6	uses	use	VERB
bracis-33648	175	7	the	the	DET
bracis-33648	175	8	few	few	ADJ
bracis-33648	175	9	-	-	PUNCT
bracis-33648	175	10	shot	shot	NOUN
bracis-33648	175	11	in	in	ADP
bracis-33648	175	12	-	-	PUNCT
bracis-33648	175	13	context	context	NOUN
bracis-33648	175	14	learning	learning	NOUN
bracis-33648	175	15	and	and	CCONJ
bracis-33648	175	16	achieved	achieve	VERB
bracis-33648	175	17	good	good	ADJ
bracis-33648	175	18	results	result	NOUN
bracis-33648	175	19	in	in	ADP
bracis-33648	175	20	three	three	NUM
bracis-33648	175	21	domains	domain	NOUN
bracis-33648	175	22	in	in	ADP
bracis-33648	175	23	english	english	PROPN
bracis-33648	175	24	.	.	PUNCT
bracis-33648	176	1	the	the	DET
bracis-33648	176	2	prompt	prompt	NOUN
bracis-33648	176	3	we	we	PRON
bracis-33648	176	4	used	use	VERB
bracis-33648	176	5	was	be	AUX
bracis-33648	176	6	written	write	VERB
bracis-33648	176	7	in	in	ADP
bracis-33648	176	8	portuguese	portuguese	PROPN
bracis-33648	176	9	,	,	PUNCT
bracis-33648	176	10	but	but	CCONJ
bracis-33648	176	11	the	the	DET
bracis-33648	176	12	translated	translate	VERB
bracis-33648	176	13	instruction	instruction	NOUN
bracis-33648	176	14	is	be	AUX
bracis-33648	176	15	presented	present	VERB
bracis-33648	176	16	in	in	ADP
bracis-33648	176	17	fig	fig	NOUN
bracis-33648	176	18	.	.	PUNCT
bracis-33648	176	19	 	 	SPACE
bracis-33648	177	1	2	2	NUM
bracis-33648	177	2	.	.	X
bracis-33648	177	3	fig	fig	NOUN
bracis-33648	177	4	.	.	PUNCT
bracis-33648	178	1	2	2	X
bracis-33648	178	2	.	.	X
bracis-33648	178	3	structure	structure	NOUN
bracis-33648	178	4	of	of	ADP
bracis-33648	178	5	the	the	DET
bracis-33648	178	6	instruction	instruction	NOUN
bracis-33648	178	7	submitted	submit	VERB
bracis-33648	178	8	to	to	ADP
bracis-33648	178	9	the	the	DET
bracis-33648	178	10	generative	generative	ADJ
bracis-33648	178	11	models	model	NOUN
bracis-33648	178	12	.	.	PUNCT
bracis-33648	179	1	full	full	ADJ
bracis-33648	179	2	size	size	NOUN
bracis-33648	179	3	image	image	NOUN
bracis-33648	179	4	3.5	3.5	NUM
bracis-33648	179	5	evaluation	evaluation	NOUN
bracis-33648	179	6	metrics	metric	NOUN
bracis-33648	179	7	the	the	DET
bracis-33648	179	8	evaluation	evaluation	NOUN
bracis-33648	179	9	of	of	ADP
bracis-33648	179	10	ts	ts	PROPN
bracis-33648	179	11	is	be	AUX
bracis-33648	179	12	an	an	DET
bracis-33648	179	13	open	open	ADJ
bracis-33648	179	14	problem	problem	NOUN
bracis-33648	179	15	.	.	PUNCT
bracis-33648	180	1	metrics	metric	NOUN
bracis-33648	180	2	designed	design	VERB
bracis-33648	180	3	for	for	ADP
bracis-33648	180	4	readability	readability	NOUN
bracis-33648	180	5	and	and	CCONJ
bracis-33648	180	6	levels	level	NOUN
bracis-33648	180	7	of	of	ADP
bracis-33648	180	8	text	text	NOUN
bracis-33648	180	9	understanding	understanding	NOUN
bracis-33648	180	10	are	be	AUX
bracis-33648	180	11	mainly	mainly	ADV
bracis-33648	180	12	used	use	VERB
bracis-33648	180	13	in	in	ADP
bracis-33648	180	14	linguistics	linguistic	NOUN
bracis-33648	180	15	research	research	NOUN
bracis-33648	180	16	about	about	ADP
bracis-33648	180	17	the	the	DET
bracis-33648	180	18	task	task	NOUN
bracis-33648	180	19	,	,	PUNCT
bracis-33648	180	20	but	but	CCONJ
bracis-33648	180	21	they	they	PRON
bracis-33648	180	22	are	be	AUX
bracis-33648	180	23	not	not	PART
bracis-33648	180	24	adequate	adequate	ADJ
bracis-33648	180	25	to	to	PART
bracis-33648	180	26	assess	assess	VERB
bracis-33648	180	27	simplification	simplification	NOUN
bracis-33648	180	28	results	result	NOUN
bracis-33648	180	29	.	.	PUNCT
bracis-33648	181	1	fkgl	fkgl	NOUN
bracis-33648	181	2	is	be	AUX
bracis-33648	181	3	an	an	DET
bracis-33648	181	4	example	example	NOUN
bracis-33648	181	5	of	of	ADP
bracis-33648	181	6	such	such	DET
bracis-33648	181	7	a	a	DET
bracis-33648	181	8	metric	metric	NOUN
bracis-33648	181	9	.	.	PUNCT
bracis-33648	182	1	its	its	PRON
bracis-33648	182	2	score	score	NOUN
bracis-33648	182	3	is	be	AUX
bracis-33648	182	4	highly	highly	ADV
bracis-33648	182	5	sensitive	sensitive	ADJ
bracis-33648	182	6	to	to	ADP
bracis-33648	182	7	sentence	sentence	NOUN
bracis-33648	182	8	length	length	NOUN
bracis-33648	182	9	and	and	CCONJ
bracis-33648	182	10	,	,	PUNCT
bracis-33648	182	11	in	in	ADP
bracis-33648	182	12	some	some	DET
bracis-33648	182	13	cases	case	NOUN
bracis-33648	182	14	,	,	PUNCT
bracis-33648	182	15	provides	provide	VERB
bracis-33648	182	16	only	only	ADJ
bracis-33648	182	17	minor	minor	ADJ
bracis-33648	182	18	impacts	impact	NOUN
bracis-33648	182	19	on	on	ADP
bracis-33648	182	20	other	other	ADJ
bracis-33648	182	21	metrics	metric	NOUN
bracis-33648	182	22	,	,	PUNCT
bracis-33648	182	23	like	like	ADP
bracis-33648	182	24	sari	sari	NOUN
bracis-33648	182	25	 	 	SPACE
bracis-33648	182	26	[	[	X
bracis-33648	182	27	22	22	NUM
bracis-33648	182	28	]	]	PUNCT
bracis-33648	182	29	.	.	PUNCT
bracis-33648	183	1	a	a	DET
bracis-33648	183	2	sentence	sentence	NOUN
bracis-33648	183	3	with	with	ADP
bracis-33648	183	4	many	many	ADJ
bracis-33648	183	5	token	token	ADJ
bracis-33648	183	6	deletions	deletion	NOUN
bracis-33648	183	7	can	can	AUX
bracis-33648	183	8	cause	cause	VERB
bracis-33648	183	9	a	a	DET
bracis-33648	183	10	loss	loss	NOUN
bracis-33648	183	11	of	of	ADP
bracis-33648	183	12	important	important	ADJ
bracis-33648	183	13	information	information	NOUN
bracis-33648	183	14	and	and	CCONJ
bracis-33648	183	15	may	may	AUX
bracis-33648	183	16	not	not	PART
bracis-33648	183	17	be	be	AUX
bracis-33648	183	18	able	able	ADJ
bracis-33648	183	19	to	to	PART
bracis-33648	183	20	represent	represent	VERB
bracis-33648	183	21	the	the	DET
bracis-33648	183	22	real	real	ADJ
bracis-33648	183	23	meaning	meaning	NOUN
bracis-33648	183	24	of	of	ADP
bracis-33648	183	25	the	the	DET
bracis-33648	183	26	text	text	NOUN
bracis-33648	183	27	message	message	NOUN
bracis-33648	183	28	.	.	PUNCT
bracis-33648	184	1	bleu	bleu	NOUN
bracis-33648	184	2	and	and	CCONJ
bracis-33648	184	3	sari	sari	NOUN
bracis-33648	184	4	are	be	AUX
bracis-33648	184	5	also	also	ADV
bracis-33648	184	6	being	be	AUX
bracis-33648	184	7	widely	widely	ADV
bracis-33648	184	8	used	use	VERB
bracis-33648	184	9	to	to	PART
bracis-33648	184	10	evaluate	evaluate	VERB
bracis-33648	184	11	the	the	DET
bracis-33648	184	12	quality	quality	NOUN
bracis-33648	184	13	of	of	ADP
bracis-33648	184	14	ts	ts	PROPN
bracis-33648	184	15	.	.	PROPN
bracis-33648	184	16	bleu	bleu	NOUN
bracis-33648	184	17	aims	aim	VERB
bracis-33648	184	18	to	to	PART
bracis-33648	184	19	correlate	correlate	VERB
bracis-33648	184	20	grammatically	grammatically	ADV
bracis-33648	184	21	with	with	ADP
bracis-33648	184	22	human	human	ADJ
bracis-33648	184	23	perception	perception	NOUN
bracis-33648	184	24	,	,	PUNCT
bracis-33648	184	25	in	in	ADP
bracis-33648	184	26	addition	addition	NOUN
bracis-33648	184	27	to	to	ADP
bracis-33648	184	28	preserving	preserve	VERB
bracis-33648	184	29	meaning	meaning	NOUN
bracis-33648	184	30	.	.	PUNCT
bracis-33648	185	1	sari	sari	NOUN
bracis-33648	185	2	is	be	AUX
bracis-33648	185	3	a	a	DET
bracis-33648	185	4	good	good	ADJ
bracis-33648	185	5	option	option	NOUN
bracis-33648	185	6	to	to	PART
bracis-33648	185	7	get	get	VERB
bracis-33648	185	8	an	an	DET
bracis-33648	185	9	overview	overview	NOUN
bracis-33648	185	10	of	of	ADP
bracis-33648	185	11	simplicity	simplicity	NOUN
bracis-33648	185	12	,	,	PUNCT
bracis-33648	185	13	but	but	CCONJ
bracis-33648	185	14	it	it	PRON
bracis-33648	185	15	has	have	VERB
bracis-33648	185	16	better	well	ADJ
bracis-33648	185	17	results	result	NOUN
bracis-33648	185	18	assessing	assess	VERB
bracis-33648	185	19	lexical	lexical	ADJ
bracis-33648	185	20	paraphrasing	paraphrasing	NOUN
bracis-33648	185	21	systems	system	NOUN
bracis-33648	185	22	 	 	SPACE
bracis-33648	186	1	[	[	X
bracis-33648	186	2	2	2	NUM
bracis-33648	186	3	]	]	PUNCT
bracis-33648	186	4	.	.	PUNCT
bracis-33648	187	1	bertscore	bertscore	NOUN
bracis-33648	187	2	has	have	VERB
bracis-33648	187	3	good	good	ADJ
bracis-33648	187	4	results	result	NOUN
bracis-33648	187	5	at	at	ADP
bracis-33648	187	6	identifying	identify	VERB
bracis-33648	187	7	when	when	SCONJ
bracis-33648	187	8	the	the	DET
bracis-33648	187	9	reference	reference	NOUN
bracis-33648	187	10	sentences	sentence	NOUN
bracis-33648	187	11	are	be	AUX
bracis-33648	187	12	similar	similar	ADJ
bracis-33648	187	13	to	to	ADP
bracis-33648	187	14	the	the	DET
bracis-33648	187	15	system	system	NOUN
bracis-33648	187	16	outputs	output	NOUN
bracis-33648	187	17	.	.	PUNCT
bracis-33648	188	1	it	it	PRON
bracis-33648	188	2	is	be	AUX
bracis-33648	188	3	also	also	ADV
bracis-33648	188	4	a	a	DET
bracis-33648	188	5	good	good	ADJ
bracis-33648	188	6	option	option	NOUN
bracis-33648	188	7	to	to	PART
bracis-33648	188	8	evaluate	evaluate	VERB
bracis-33648	188	9	meaning	meaning	NOUN
bracis-33648	188	10	preservation	preservation	NOUN
bracis-33648	188	11	and	and	CCONJ
bracis-33648	188	12	similarities	similarity	NOUN
bracis-33648	188	13	with	with	ADP
bracis-33648	188	14	the	the	DET
bracis-33648	188	15	reference	reference	NOUN
bracis-33648	188	16	,	,	PUNCT
bracis-33648	188	17	but	but	CCONJ
bracis-33648	188	18	a	a	DET
bracis-33648	188	19	high	high	ADJ
bracis-33648	188	20	score	score	NOUN
bracis-33648	188	21	does	do	AUX
bracis-33648	188	22	not	not	PART
bracis-33648	188	23	mean	mean	VERB
bracis-33648	188	24	the	the	DET
bracis-33648	188	25	output	output	NOUN
bracis-33648	188	26	was	be	AUX
bracis-33648	188	27	simplified	simplify	VERB
bracis-33648	188	28	 	 	SPACE
bracis-33648	189	1	[	[	X
bracis-33648	189	2	2	2	NUM
bracis-33648	189	3	]	]	PUNCT
bracis-33648	189	4	.	.	PUNCT
bracis-33648	190	1	the	the	DET
bracis-33648	190	2	metrics	metric	NOUN
bracis-33648	190	3	we	we	PRON
bracis-33648	190	4	used	use	VERB
bracis-33648	190	5	for	for	ADP
bracis-33648	190	6	output	output	NOUN
bracis-33648	190	7	evaluation	evaluation	NOUN
bracis-33648	190	8	are	be	AUX
bracis-33648	190	9	briefly	briefly	ADV
bracis-33648	190	10	described	describe	VERB
bracis-33648	190	11	next	next	ADV
bracis-33648	190	12	.	.	PUNCT
bracis-33648	191	1	1	1	X
bracis-33648	191	2	.	.	X
bracis-33648	191	3	sari	sari	ADJ
bracis-33648	191	4	—	—	PUNCT
bracis-33648	191	5	system	system	NOUN
bracis-33648	191	6	for	for	ADP
bracis-33648	191	7	automatic	automatic	ADJ
bracis-33648	191	8	evaluation	evaluation	NOUN
bracis-33648	191	9	is	be	AUX
bracis-33648	191	10	an	an	DET
bracis-33648	191	11	automatic	automatic	ADJ
bracis-33648	191	12	metric	metric	NOUN
bracis-33648	191	13	that	that	PRON
bracis-33648	191	14	evaluates	evaluate	VERB
bracis-33648	191	15	how	how	SCONJ
bracis-33648	191	16	well	well	ADV
bracis-33648	191	17	a	a	DET
bracis-33648	191	18	system	system	NOUN
bracis-33648	191	19	preserves	preserve	VERB
bracis-33648	191	20	meaning	mean	VERB
bracis-33648	191	21	while	while	SCONJ
bracis-33648	191	22	making	make	VERB
bracis-33648	191	23	text	text	NOUN
bracis-33648	191	24	accessible	accessible	ADJ
bracis-33648	191	25	and	and	CCONJ
bracis-33648	191	26	easier	easy	ADJ
bracis-33648	191	27	to	to	PART
bracis-33648	191	28	understand	understand	VERB
bracis-33648	191	29	.	.	PUNCT
bracis-33648	192	1	the	the	DET
bracis-33648	192	2	metric	metric	NOUN
bracis-33648	192	3	is	be	AUX
bracis-33648	192	4	calculated	calculate	VERB
bracis-33648	192	5	through	through	ADP
bracis-33648	192	6	precision	precision	NOUN
bracis-33648	192	7	,	,	PUNCT
bracis-33648	192	8	recall	recall	NOUN
bracis-33648	192	9	,	,	PUNCT
bracis-33648	192	10	and	and	CCONJ
bracis-33648	192	11	f1	f1	NOUN
bracis-33648	192	12	-	-	PUNCT
bracis-33648	192	13	score	score	NOUN
bracis-33648	192	14	for	for	ADP
bracis-33648	192	15	unigrams	unigram	NOUN
bracis-33648	192	16	,	,	PUNCT
bracis-33648	192	17	bigrams	bigram	NOUN
bracis-33648	192	18	,	,	PUNCT
bracis-33648	192	19	and	and	CCONJ
bracis-33648	192	20	trigrams	trigram	NOUN
bracis-33648	192	21	,	,	PUNCT
bracis-33648	192	22	incorporating	incorporate	VERB
bracis-33648	192	23	semantic	semantic	ADJ
bracis-33648	192	24	similarity	similarity	NOUN
bracis-33648	192	25	 	 	SPACE
bracis-33648	192	26	[	[	X
bracis-33648	192	27	25	25	NUM
bracis-33648	192	28	]	]	PUNCT
bracis-33648	192	29	.	.	PUNCT
bracis-33648	193	1	sari	sari	PROPN
bracis-33648	193	2	is	be	AUX
bracis-33648	193	3	calculated	calculate	VERB
bracis-33648	193	4	on	on	ADP
bracis-33648	193	5	the	the	DET
bracis-33648	193	6	n	n	CCONJ
bracis-33648	193	7	-	-	PUNCT
bracis-33648	193	8	grams	gram	NOUN
bracis-33648	193	9	added	add	VERB
bracis-33648	193	10	and	and	CCONJ
bracis-33648	193	11	kept	keep	VERB
bracis-33648	193	12	,	,	PUNCT
bracis-33648	193	13	and	and	CCONJ
bracis-33648	193	14	the	the	DET
bracis-33648	193	15	proportion	proportion	NOUN
bracis-33648	193	16	of	of	ADP
bracis-33648	193	17	those	those	PRON
bracis-33648	193	18	deleted	delete	VERB
bracis-33648	193	19	.	.	PUNCT
bracis-33648	194	1	2	2	X
bracis-33648	194	2	.	.	X
bracis-33648	194	3	bleu	bleu	ADJ
bracis-33648	194	4	—	—	PUNCT
bracis-33648	194	5	bilingual	bilingual	ADJ
bracis-33648	194	6	evaluation	evaluation	NOUN
bracis-33648	194	7	understudy	understudy	NOUN
bracis-33648	194	8	is	be	AUX
bracis-33648	194	9	a	a	DET
bracis-33648	194	10	metric	metric	ADJ
bracis-33648	194	11	used	use	VERB
bracis-33648	194	12	to	to	PART
bracis-33648	194	13	evaluate	evaluate	VERB
bracis-33648	194	14	machine	machine	NOUN
bracis-33648	194	15	translation	translation	NOUN
bracis-33648	194	16	systems	system	NOUN
bracis-33648	194	17	.	.	PUNCT
bracis-33648	195	1	it	it	PRON
bracis-33648	195	2	measures	measure	VERB
bracis-33648	195	3	n	n	CCONJ
bracis-33648	195	4	-	-	PUNCT
bracis-33648	195	5	gram	gram	NOUN
bracis-33648	195	6	overlap	overlap	NOUN
bracis-33648	195	7	between	between	ADP
bracis-33648	195	8	the	the	DET
bracis-33648	195	9	output	output	NOUN
bracis-33648	195	10	and	and	CCONJ
bracis-33648	195	11	one	one	NUM
bracis-33648	195	12	or	or	CCONJ
bracis-33648	195	13	more	more	ADJ
bracis-33648	195	14	human	human	ADJ
bracis-33648	195	15	references	reference	NOUN
bracis-33648	195	16	.	.	PUNCT
bracis-33648	196	1	the	the	PRON
bracis-33648	196	2	closer	close	ADJ
bracis-33648	196	3	the	the	DET
bracis-33648	196	4	bleu	bleu	NOUN
bracis-33648	196	5	score	score	NOUN
bracis-33648	196	6	is	be	AUX
bracis-33648	196	7	to	to	ADP
bracis-33648	196	8	1	1	NUM
bracis-33648	196	9	,	,	PUNCT
bracis-33648	196	10	the	the	PRON
bracis-33648	196	11	closer	close	ADV
bracis-33648	196	12	the	the	DET
bracis-33648	196	13	output	output	NOUN
bracis-33648	196	14	is	be	AUX
bracis-33648	196	15	to	to	ADP
bracis-33648	196	16	the	the	DET
bracis-33648	196	17	human	human	ADJ
bracis-33648	196	18	reference	reference	NOUN
bracis-33648	196	19	according	accord	VERB
bracis-33648	196	20	to	to	ADP
bracis-33648	196	21	syntax	syntax	NOUN
bracis-33648	196	22	(	(	PUNCT
bracis-33648	196	23	word	word	NOUN
bracis-33648	196	24	choices	choice	NOUN
bracis-33648	196	25	and	and	CCONJ
bracis-33648	196	26	their	their	PRON
bracis-33648	196	27	order	order	NOUN
bracis-33648	196	28	)	)	PUNCT
bracis-33648	196	29	 	 	SPACE
bracis-33648	197	1	[	[	X
bracis-33648	197	2	17	17	NUM
bracis-33648	197	3	]	]	PUNCT
bracis-33648	197	4	.	.	PUNCT
bracis-33648	198	1	3	3	X
bracis-33648	198	2	.	.	X
bracis-33648	198	3	bertscore	bertscore	NOUN
bracis-33648	198	4	—	—	PUNCT
bracis-33648	198	5	is	be	AUX
bracis-33648	198	6	a	a	DET
bracis-33648	198	7	metric	metric	NOUN
bracis-33648	198	8	for	for	ADP
bracis-33648	198	9	evaluating	evaluate	VERB
bracis-33648	198	10	the	the	DET
bracis-33648	198	11	quality	quality	NOUN
bracis-33648	198	12	of	of	ADP
bracis-33648	198	13	text	text	NOUN
bracis-33648	198	14	generation	generation	NOUN
bracis-33648	198	15	by	by	ADP
bracis-33648	198	16	comparing	compare	VERB
bracis-33648	198	17	the	the	DET
bracis-33648	198	18	generated	generate	VERB
bracis-33648	198	19	text	text	NOUN
bracis-33648	198	20	to	to	ADP
bracis-33648	198	21	a	a	DET
bracis-33648	198	22	reference	reference	NOUN
bracis-33648	198	23	text	text	NOUN
bracis-33648	198	24	.	.	PUNCT
bracis-33648	199	1	unlike	unlike	ADP
bracis-33648	199	2	traditional	traditional	ADJ
bracis-33648	199	3	metrics	metric	NOUN
bracis-33648	199	4	like	like	ADP
bracis-33648	199	5	bleu	bleu	NOUN
bracis-33648	199	6	or	or	CCONJ
bracis-33648	199	7	rouge	rouge	NOUN
bracis-33648	199	8	,	,	PUNCT
bracis-33648	199	9	which	which	PRON
bracis-33648	199	10	rely	rely	VERB
bracis-33648	199	11	on	on	ADP
bracis-33648	199	12	exact	exact	ADJ
bracis-33648	199	13	n	n	CCONJ
bracis-33648	199	14	-	-	PUNCT
bracis-33648	199	15	gram	gram	NOUN
bracis-33648	199	16	length	length	NOUN
bracis-33648	199	17	,	,	PUNCT
bracis-33648	199	18	bertscore	bertscore	NOUN
bracis-33648	199	19	leverages	leverage	NOUN
bracis-33648	199	20	contextual	contextual	ADJ
bracis-33648	199	21	embeddings	embedding	NOUN
bracis-33648	199	22	from	from	ADP
bracis-33648	199	23	the	the	DET
bracis-33648	199	24	bert	bert	PROPN
bracis-33648	199	25	model	model	NOUN
bracis-33648	199	26	.	.	PUNCT
bracis-33648	200	1	he	he	PRON
bracis-33648	200	2	has	have	VERB
bracis-33648	200	3	a	a	DET
bracis-33648	200	4	better	well	ADJ
bracis-33648	200	5	evaluation	evaluation	NOUN
bracis-33648	200	6	of	of	ADP
bracis-33648	200	7	meaning	mean	VERB
bracis-33648	200	8	preservation	preservation	NOUN
bracis-33648	200	9	because	because	SCONJ
bracis-33648	200	10	of	of	ADP
bracis-33648	200	11	the	the	DET
bracis-33648	200	12	bert	bert	PROPN
bracis-33648	200	13	background	background	NOUN
bracis-33648	200	14	,	,	PUNCT
bracis-33648	200	15	computing	compute	VERB
bracis-33648	200	16	a	a	DET
bracis-33648	200	17	similarity	similarity	NOUN
bracis-33648	200	18	score	score	NOUN
bracis-33648	200	19	between	between	ADP
bracis-33648	200	20	each	each	PRON
bracis-33648	200	21	token	token	VERB
bracis-33648	200	22	in	in	ADP
bracis-33648	200	23	the	the	DET
bracis-33648	200	24	candidate	candidate	NOUN
bracis-33648	200	25	and	and	CCONJ
bracis-33648	200	26	reference	reference	NOUN
bracis-33648	200	27	texts	text	NOUN
bracis-33648	200	28	,	,	PUNCT
bracis-33648	200	29	capturing	capture	VERB
bracis-33648	200	30	semantic	semantic	ADJ
bracis-33648	200	31	nuances	nuance	NOUN
bracis-33648	200	32	and	and	CCONJ
bracis-33648	200	33	contextual	contextual	ADJ
bracis-33648	200	34	meaning	meaning	NOUN
bracis-33648	200	35	 	 	SPACE
bracis-33648	201	1	[	[	X
bracis-33648	201	2	26	26	NUM
bracis-33648	201	3	]	]	PUNCT
bracis-33648	201	4	.	.	PUNCT
bracis-33648	202	1	4	4	X
bracis-33648	202	2	.	.	X
bracis-33648	202	3	rouge	rouge	ADJ
bracis-33648	202	4	—	—	PUNCT
bracis-33648	202	5	recall	recall	NOUN
bracis-33648	202	6	-	-	PUNCT
bracis-33648	202	7	oriented	orient	VERB
bracis-33648	202	8	understudy	understudy	NOUN
bracis-33648	202	9	for	for	ADP
bracis-33648	202	10	gisting	giste	VERB
bracis-33648	202	11	evaluation	evaluation	NOUN
bracis-33648	202	12	assesses	assess	VERB
bracis-33648	202	13	the	the	DET
bracis-33648	202	14	overlap	overlap	NOUN
bracis-33648	202	15	of	of	ADP
bracis-33648	202	16	n	n	NOUN
bracis-33648	202	17	-	-	PUNCT
bracis-33648	202	18	grams	gram	NOUN
bracis-33648	202	19	,	,	PUNCT
bracis-33648	202	20	as	as	ADV
bracis-33648	202	21	well	well	ADV
bracis-33648	202	22	as	as	ADP
bracis-33648	202	23	the	the	DET
bracis-33648	202	24	overlap	overlap	NOUN
bracis-33648	202	25	of	of	ADP
bracis-33648	202	26	word	word	NOUN
bracis-33648	202	27	sequences	sequence	NOUN
bracis-33648	202	28	and	and	CCONJ
bracis-33648	202	29	word	word	NOUN
bracis-33648	202	30	pairs	pair	NOUN
bracis-33648	202	31	,	,	PUNCT
bracis-33648	202	32	between	between	ADP
bracis-33648	202	33	the	the	DET
bracis-33648	202	34	generated	generate	VERB
bracis-33648	202	35	text	text	NOUN
bracis-33648	202	36	and	and	CCONJ
bracis-33648	202	37	a	a	DET
bracis-33648	202	38	reference	reference	NOUN
bracis-33648	202	39	text	text	NOUN
bracis-33648	202	40	.	.	PUNCT
bracis-33648	203	1	by	by	ADP
bracis-33648	203	2	focusing	focus	VERB
bracis-33648	203	3	on	on	ADP
bracis-33648	203	4	recall	recall	NOUN
bracis-33648	203	5	,	,	PUNCT
bracis-33648	203	6	rouge	rouge	NOUN
bracis-33648	203	7	emphasizes	emphasize	VERB
bracis-33648	203	8	capturing	capture	VERB
bracis-33648	203	9	as	as	ADV
bracis-33648	203	10	much	much	ADJ
bracis-33648	203	11	of	of	ADP
bracis-33648	203	12	the	the	DET
bracis-33648	203	13	reference	reference	NOUN
bracis-33648	203	14	text	text	NOUN
bracis-33648	203	15	content	content	NOUN
bracis-33648	203	16	as	as	ADP
bracis-33648	203	17	possible	possible	ADJ
bracis-33648	203	18	.	.	PUNCT
bracis-33648	204	1	4	4	NUM
bracis-33648	204	2	experiments	experiment	NOUN
bracis-33648	204	3	and	and	CCONJ
bracis-33648	204	4	 	 	SPACE
bracis-33648	204	5	results	result	VERB
bracis-33648	204	6	the	the	DET
bracis-33648	204	7	experiments	experiment	NOUN
bracis-33648	204	8	carried	carry	VERB
bracis-33648	204	9	out	out	ADP
bracis-33648	204	10	in	in	ADP
bracis-33648	204	11	this	this	DET
bracis-33648	204	12	work	work	NOUN
bracis-33648	204	13	aim	aim	VERB
bracis-33648	204	14	to	to	PART
bracis-33648	204	15	answer	answer	VERB
bracis-33648	204	16	the	the	DET
bracis-33648	204	17	research	research	NOUN
bracis-33648	204	18	question	question	NOUN
bracis-33648	204	19	posed	pose	VERB
bracis-33648	204	20	in	in	ADP
bracis-33648	204	21	sect	sect	NOUN
bracis-33648	204	22	.	.	PUNCT
bracis-33648	204	23	 	 	SPACE
bracis-33648	205	1	3	3	NUM
bracis-33648	205	2	.	.	NOUN
bracis-33648	205	3	4.1	4.1	NUM
bracis-33648	205	4	quantitative	quantitative	ADJ
bracis-33648	205	5	evaluation	evaluation	NOUN
bracis-33648	205	6	our	our	PRON
bracis-33648	205	7	quantitative	quantitative	ADJ
bracis-33648	205	8	evaluation	evaluation	NOUN
bracis-33648	205	9	was	be	AUX
bracis-33648	205	10	based	base	VERB
bracis-33648	205	11	on	on	ADP
bracis-33648	205	12	the	the	DET
bracis-33648	205	13	metrics	metric	NOUN
bracis-33648	205	14	described	describe	VERB
bracis-33648	205	15	in	in	ADP
bracis-33648	205	16	sect	sect	NOUN
bracis-33648	205	17	.	.	PUNCT
bracis-33648	205	18	 	 	SPACE
bracis-33648	205	19	3.5	3.5	NUM
bracis-33648	205	20	.	.	PUNCT
bracis-33648	206	1	this	this	DET
bracis-33648	206	2	validation	validation	NOUN
bracis-33648	206	3	was	be	AUX
bracis-33648	206	4	made	make	VERB
bracis-33648	206	5	over	over	ADP
bracis-33648	206	6	the	the	DET
bracis-33648	206	7	91	91	NUM
bracis-33648	206	8	hand	hand	NOUN
bracis-33648	206	9	-	-	PUNCT
bracis-33648	206	10	picked	pick	VERB
bracis-33648	206	11	instances	instance	NOUN
bracis-33648	206	12	that	that	PRON
bracis-33648	206	13	are	be	AUX
bracis-33648	206	14	from	from	ADP
bracis-33648	206	15	legal	legal	ADJ
bracis-33648	206	16	texts	text	NOUN
bracis-33648	206	17	(	(	PUNCT
bracis-33648	206	18	sect	sect	NOUN
bracis-33648	206	19	.	.	PUNCT
bracis-33648	206	20	 	 	SPACE
bracis-33648	206	21	3.1	3.1	NUM
bracis-33648	206	22	)	)	PUNCT
bracis-33648	206	23	.	.	PUNCT
bracis-33648	207	1	the	the	DET
bracis-33648	207	2	average	average	ADJ
bracis-33648	207	3	value	value	NOUN
bracis-33648	207	4	of	of	ADP
bracis-33648	207	5	the	the	DET
bracis-33648	207	6	metrics	metric	NOUN
bracis-33648	207	7	obtained	obtain	VERB
bracis-33648	207	8	by	by	ADP
bracis-33648	207	9	each	each	DET
bracis-33648	207	10	model	model	NOUN
bracis-33648	207	11	is	be	AUX
bracis-33648	207	12	shown	show	VERB
bracis-33648	207	13	in	in	ADP
bracis-33648	207	14	table	table	NOUN
bracis-33648	207	15	 	 	SPACE
bracis-33648	207	16	3	3	NUM
bracis-33648	207	17	and	and	CCONJ
bracis-33648	207	18	gives	give	VERB
bracis-33648	207	19	us	we	PRON
bracis-33648	207	20	a	a	DET
bracis-33648	207	21	brief	brief	ADJ
bracis-33648	207	22	overview	overview	NOUN
bracis-33648	207	23	to	to	PART
bracis-33648	207	24	answer	answer	VERB
bracis-33648	207	25	rq2	rq2	NOUN
bracis-33648	207	26	.	.	PUNCT
bracis-33648	207	27	table	table	NOUN
bracis-33648	208	1	3	3	NUM
bracis-33648	208	2	.	.	PUNCT
bracis-33648	208	3	average	average	ADJ
bracis-33648	208	4	values	value	NOUN
bracis-33648	208	5	of	of	ADP
bracis-33648	208	6	each	each	DET
bracis-33648	208	7	evaluation	evaluation	NOUN
bracis-33648	208	8	metric	metric	NOUN
bracis-33648	208	9	on	on	ADP
bracis-33648	208	10	the	the	DET
bracis-33648	208	11	instances	instance	NOUN
bracis-33648	208	12	from	from	ADP
bracis-33648	208	13	the	the	DET
bracis-33648	208	14	test	test	NOUN
bracis-33648	208	15	setfull	setfull	ADJ
bracis-33648	208	16	size	size	NOUN
bracis-33648	208	17	table	table	NOUN
bracis-33648	208	18	sari	sari	NOUN
bracis-33648	208	19	is	be	AUX
bracis-33648	208	20	the	the	DET
bracis-33648	208	21	main	main	ADJ
bracis-33648	208	22	metric	metric	NOUN
bracis-33648	208	23	used	use	VERB
bracis-33648	208	24	to	to	PART
bracis-33648	208	25	evaluate	evaluate	VERB
bracis-33648	208	26	ts	ts	ADP
bracis-33648	208	27	,	,	PUNCT
bracis-33648	208	28	while	while	SCONJ
bracis-33648	208	29	bertscore	bertscore	NOUN
bracis-33648	208	30	,	,	PUNCT
bracis-33648	208	31	bleu	bleu	NOUN
bracis-33648	208	32	,	,	PUNCT
bracis-33648	208	33	and	and	CCONJ
bracis-33648	208	34	rouge	rouge	NOUN
bracis-33648	208	35	are	be	AUX
bracis-33648	208	36	used	use	VERB
bracis-33648	208	37	to	to	PART
bracis-33648	208	38	measure	measure	VERB
bracis-33648	208	39	the	the	DET
bracis-33648	208	40	meaning	meaning	ADJ
bracis-33648	208	41	preservation	preservation	NOUN
bracis-33648	208	42	of	of	ADP
bracis-33648	208	43	the	the	DET
bracis-33648	208	44	simplified	simplified	ADJ
bracis-33648	208	45	text	text	NOUN
bracis-33648	208	46	.	.	PUNCT
bracis-33648	209	1	gpt	gpt	NOUN
bracis-33648	209	2	models	model	NOUN
bracis-33648	209	3	and	and	CCONJ
bracis-33648	209	4	ft	ft	NOUN
bracis-33648	209	5	-	-	PUNCT
bracis-33648	209	6	ptt5	ptt5	PROPN
bracis-33648	209	7	obtained	obtain	VERB
bracis-33648	209	8	the	the	DET
bracis-33648	209	9	highest	high	ADJ
bracis-33648	209	10	values	value	NOUN
bracis-33648	209	11	for	for	ADP
bracis-33648	209	12	sari	sari	NOUN
bracis-33648	209	13	,	,	PUNCT
bracis-33648	209	14	indicating	indicate	VERB
bracis-33648	209	15	that	that	SCONJ
bracis-33648	209	16	the	the	DET
bracis-33648	209	17	sentences	sentence	NOUN
bracis-33648	209	18	are	be	AUX
bracis-33648	209	19	simpler	simple	ADJ
bracis-33648	209	20	to	to	PART
bracis-33648	209	21	understand	understand	VERB
bracis-33648	209	22	.	.	PUNCT
bracis-33648	210	1	the	the	DET
bracis-33648	210	2	winner	winner	NOUN
bracis-33648	210	3	here	here	ADV
bracis-33648	210	4	is	be	AUX
bracis-33648	210	5	gpt-4o	gpt-4o	ADJ
bracis-33648	210	6	,	,	PUNCT
bracis-33648	210	7	although	although	SCONJ
bracis-33648	210	8	when	when	SCONJ
bracis-33648	210	9	looking	look	VERB
bracis-33648	210	10	at	at	ADP
bracis-33648	210	11	bleu	bleu	NOUN
bracis-33648	210	12	scores	score	NOUN
bracis-33648	210	13	,	,	PUNCT
bracis-33648	210	14	the	the	DET
bracis-33648	210	15	two	two	NUM
bracis-33648	210	16	gpt	gpt	NOUN
bracis-33648	210	17	models	model	NOUN
bracis-33648	210	18	have	have	VERB
bracis-33648	210	19	lower	low	ADJ
bracis-33648	210	20	scores	score	NOUN
bracis-33648	210	21	in	in	ADP
bracis-33648	210	22	comparison	comparison	NOUN
bracis-33648	210	23	to	to	ADP
bracis-33648	210	24	all	all	DET
bracis-33648	210	25	t5	t5	PROPN
bracis-33648	210	26	models	model	NOUN
bracis-33648	210	27	,	,	PUNCT
bracis-33648	210	28	which	which	PRON
bracis-33648	210	29	means	mean	VERB
bracis-33648	210	30	they	they	PRON
bracis-33648	210	31	did	do	AUX
bracis-33648	210	32	not	not	PART
bracis-33648	210	33	preserve	preserve	VERB
bracis-33648	210	34	the	the	DET
bracis-33648	210	35	syntax	syntax	NOUN
bracis-33648	210	36	of	of	ADP
bracis-33648	210	37	the	the	DET
bracis-33648	210	38	original	original	ADJ
bracis-33648	210	39	sentences	sentence	NOUN
bracis-33648	210	40	.	.	PUNCT
bracis-33648	211	1	all	all	DET
bracis-33648	211	2	the	the	DET
bracis-33648	211	3	t5	t5	PROPN
bracis-33648	211	4	family	family	NOUN
bracis-33648	211	5	has	have	VERB
bracis-33648	211	6	high	high	ADJ
bracis-33648	211	7	bleu	bleu	NOUN
bracis-33648	211	8	scores	score	NOUN
bracis-33648	211	9	.	.	PUNCT
bracis-33648	212	1	however	however	ADV
bracis-33648	212	2	,	,	PUNCT
bracis-33648	212	3	this	this	DET
bracis-33648	212	4	changes	change	NOUN
bracis-33648	212	5	when	when	SCONJ
bracis-33648	212	6	we	we	PRON
bracis-33648	212	7	look	look	VERB
bracis-33648	212	8	at	at	ADP
bracis-33648	212	9	bertscore	bertscore	NOUN
bracis-33648	212	10	and	and	CCONJ
bracis-33648	212	11	rouge	rouge	NOUN
bracis-33648	212	12	values	value	NOUN
bracis-33648	212	13	.	.	PUNCT
bracis-33648	213	1	the	the	DET
bracis-33648	213	2	gpt	gpt	NOUN
bracis-33648	213	3	models	model	NOUN
bracis-33648	213	4	are	be	AUX
bracis-33648	213	5	still	still	ADV
bracis-33648	213	6	outperformed	outperform	VERB
bracis-33648	213	7	by	by	ADP
bracis-33648	213	8	the	the	DET
bracis-33648	213	9	t5	t5	PROPN
bracis-33648	213	10	models	model	NOUN
bracis-33648	213	11	.	.	PUNCT
bracis-33648	214	1	according	accord	VERB
bracis-33648	214	2	to	to	ADP
bracis-33648	214	3	bertscore	bertscore	NOUN
bracis-33648	214	4	and	and	CCONJ
bracis-33648	214	5	rouge	rouge	NOUN
bracis-33648	214	6	,	,	PUNCT
bracis-33648	214	7	gpt-4o	gpt-4o	ADJ
bracis-33648	214	8	and	and	CCONJ
bracis-33648	214	9	gpt-3.5	gpt-3.5	NOUN
bracis-33648	214	10	-	-	PUNCT
bracis-33648	214	11	turbo	turbo	NOUN
bracis-33648	214	12	are	be	AUX
bracis-33648	214	13	good	good	ADJ
bracis-33648	214	14	options	option	NOUN
bracis-33648	214	15	for	for	ADP
bracis-33648	214	16	ts	ts	ADV
bracis-33648	214	17	,	,	PUNCT
bracis-33648	214	18	as	as	SCONJ
bracis-33648	214	19	they	they	PRON
bracis-33648	214	20	have	have	VERB
bracis-33648	214	21	the	the	DET
bracis-33648	214	22	highest	high	ADJ
bracis-33648	214	23	simplicity	simplicity	NOUN
bracis-33648	214	24	scores	score	NOUN
bracis-33648	214	25	while	while	SCONJ
bracis-33648	214	26	preserving	preserve	VERB
bracis-33648	214	27	meaning	meaning	NOUN
bracis-33648	214	28	.	.	PUNCT
bracis-33648	215	1	flan	flan	PROPN
bracis-33648	215	2	-	-	PUNCT
bracis-33648	215	3	t5	t5	PROPN
bracis-33648	215	4	-	-	PUNCT
bracis-33648	215	5	large	large	NOUN
bracis-33648	215	6	is	be	AUX
bracis-33648	215	7	the	the	DET
bracis-33648	215	8	winner	winner	NOUN
bracis-33648	215	9	in	in	ADP
bracis-33648	215	10	meaning	mean	VERB
bracis-33648	215	11	preservation	preservation	NOUN
bracis-33648	215	12	;	;	PUNCT
bracis-33648	215	13	it	it	PRON
bracis-33648	215	14	has	have	VERB
bracis-33648	215	15	the	the	DET
bracis-33648	215	16	best	good	ADJ
bracis-33648	215	17	scores	score	NOUN
bracis-33648	215	18	for	for	ADP
bracis-33648	215	19	similarity	similarity	NOUN
bracis-33648	215	20	with	with	ADP
bracis-33648	215	21	reference	reference	NOUN
bracis-33648	215	22	simplifications	simplification	NOUN
bracis-33648	215	23	,	,	PUNCT
bracis-33648	215	24	but	but	CCONJ
bracis-33648	215	25	sari	sari	NOUN
bracis-33648	215	26	is	be	AUX
bracis-33648	215	27	the	the	DET
bracis-33648	215	28	penultimate	penultimate	NOUN
bracis-33648	215	29	score	score	NOUN
bracis-33648	215	30	.	.	PUNCT
bracis-33648	216	1	the	the	DET
bracis-33648	216	2	generated	generate	VERB
bracis-33648	216	3	simplifications	simplification	NOUN
bracis-33648	216	4	are	be	AUX
bracis-33648	216	5	really	really	ADV
bracis-33648	216	6	discrete	discrete	ADJ
bracis-33648	216	7	,	,	PUNCT
bracis-33648	216	8	not	not	PART
bracis-33648	216	9	making	make	VERB
bracis-33648	216	10	significant	significant	ADJ
bracis-33648	216	11	changes	change	NOUN
bracis-33648	216	12	to	to	ADP
bracis-33648	216	13	the	the	DET
bracis-33648	216	14	original	original	ADJ
bracis-33648	216	15	sentence	sentence	NOUN
bracis-33648	216	16	,	,	PUNCT
bracis-33648	216	17	as	as	SCONJ
bracis-33648	216	18	shown	show	VERB
bracis-33648	216	19	in	in	ADP
bracis-33648	216	20	the	the	DET
bracis-33648	216	21	following	follow	VERB
bracis-33648	216	22	example	example	NOUN
bracis-33648	216	23	:	:	PUNCT
bracis-33648	216	24	original	original	ADJ
bracis-33648	216	25	:	:	PUNCT
bracis-33648	216	26	“	"	PUNCT
bracis-33648	216	27	nada	nada	PROPN
bracis-33648	216	28	veda	veda	PROPN
bracis-33648	216	29	que	que	PROPN
bracis-33648	216	30	a	a	DET
bracis-33648	216	31	declaratória	declaratória	PROPN
bracis-33648	216	32	seja	seja	PROPN
bracis-33648	216	33	ajuizada	ajuizada	PROPN
bracis-33648	216	34	em	em	PRON
bracis-33648	216	35	conexão	conexão	PROPN
bracis-33648	216	36	com	com	NOUN
bracis-33648	216	37	o	o	X
bracis-33648	216	38	pedido	pedido	PROPN
bracis-33648	216	39	constitutivo	constitutivo	PROPN
bracis-33648	216	40	ou	ou	PROPN
bracis-33648	216	41	condenatório	condenatório	NOUN
bracis-33648	216	42	.	.	PUNCT
bracis-33648	216	43	”	"	PUNCT
bracis-33648	216	44	.	.	PUNCT
bracis-33648	217	1	simplified	simplify	VERB
bracis-33648	217	2	:	:	PUNCT
bracis-33648	217	3	“	"	PUNCT
bracis-33648	217	4	nada	nada	X
bracis-33648	217	5	proíbe	proíbe	PROPN
bracis-33648	217	6	que	que	X
bracis-33648	217	7	a	a	DET
bracis-33648	217	8	declaração	declaração	PROPN
bracis-33648	217	9	seja	seja	PROPN
bracis-33648	217	10	julgada	julgada	PROPN
bracis-33648	217	11	em	em	PRON
bracis-33648	217	12	conexão	conexão	PROPN
bracis-33648	217	13	com	com	NOUN
bracis-33648	217	14	o	o	X
bracis-33648	217	15	pedido	pedido	PROPN
bracis-33648	217	16	constitutivo	constitutivo	PROPN
bracis-33648	217	17	ou	ou	PROPN
bracis-33648	217	18	condenatório	condenatório	NOUN
bracis-33648	217	19	.	.	PUNCT
bracis-33648	217	20	”	"	PUNCT
bracis-33648	218	1	figure	figure	NOUN
bracis-33648	218	2	 	 	SPACE
bracis-33648	218	3	3	3	NUM
bracis-33648	218	4	reveals	reveal	VERB
bracis-33648	218	5	that	that	SCONJ
bracis-33648	218	6	gpt-4o	gpt-4o	PROPN
bracis-33648	218	7	may	may	AUX
bracis-33648	218	8	be	be	AUX
bracis-33648	218	9	the	the	DET
bracis-33648	218	10	best	good	ADJ
bracis-33648	218	11	model	model	NOUN
bracis-33648	218	12	,	,	PUNCT
bracis-33648	218	13	with	with	ADP
bracis-33648	218	14	a	a	DET
bracis-33648	218	15	slight	slight	ADJ
bracis-33648	218	16	advantage	advantage	NOUN
bracis-33648	218	17	over	over	ADP
bracis-33648	218	18	gpt-3.5	gpt-3.5	NOUN
bracis-33648	218	19	-	-	PUNCT
bracis-33648	218	20	turbo	turbo	NOUN
bracis-33648	218	21	.	.	PUNCT
bracis-33648	219	1	ft	ft	PROPN
bracis-33648	219	2	-	-	PUNCT
bracis-33648	219	3	ptt5	ptt5	PROPN
bracis-33648	219	4	has	have	VERB
bracis-33648	219	5	better	well	ADJ
bracis-33648	219	6	results	result	NOUN
bracis-33648	219	7	for	for	ADP
bracis-33648	219	8	sari	sari	NOUN
bracis-33648	219	9	compared	compare	VERB
bracis-33648	219	10	to	to	ADP
bracis-33648	219	11	ft	ft	NOUN
bracis-33648	219	12	-	-	PUNCT
bracis-33648	219	13	ptt5+rl	ptt5+rl	NOUN
bracis-33648	219	14	.	.	PUNCT
bracis-33648	220	1	rl	rl	PROPN
bracis-33648	220	2	relied	rely	VERB
bracis-33648	220	3	on	on	ADP
bracis-33648	220	4	fkgl	fkgl	NOUN
bracis-33648	220	5	as	as	ADP
bracis-33648	220	6	the	the	DET
bracis-33648	220	7	simplicity	simplicity	NOUN
bracis-33648	220	8	metric	metric	ADJ
bracis-33648	220	9	,	,	PUNCT
bracis-33648	220	10	and	and	CCONJ
bracis-33648	220	11	these	these	DET
bracis-33648	220	12	results	result	NOUN
bracis-33648	220	13	reinforce	reinforce	VERB
bracis-33648	220	14	the	the	DET
bracis-33648	220	15	idea	idea	NOUN
bracis-33648	220	16	that	that	SCONJ
bracis-33648	220	17	fkgl	fkgl	NOUN
bracis-33648	220	18	is	be	AUX
bracis-33648	220	19	not	not	PART
bracis-33648	220	20	suitable	suitable	ADJ
bracis-33648	220	21	to	to	PART
bracis-33648	220	22	measure	measure	VERB
bracis-33648	220	23	ts	ts	PROPN
bracis-33648	220	24	.	.	PUNCT
bracis-33648	220	25	fig	fig	NOUN
bracis-33648	220	26	.	.	PUNCT
bracis-33648	221	1	3	3	X
bracis-33648	221	2	.	.	X
bracis-33648	221	3	results	result	NOUN
bracis-33648	221	4	of	of	ADP
bracis-33648	221	5	each	each	DET
bracis-33648	221	6	model	model	NOUN
bracis-33648	221	7	on	on	ADP
bracis-33648	221	8	sari	sari	NOUN
bracis-33648	221	9	and	and	CCONJ
bracis-33648	221	10	bertscore	bertscore	NOUN
bracis-33648	221	11	,	,	PUNCT
bracis-33648	221	12	evaluating	evaluate	VERB
bracis-33648	221	13	simplicity	simplicity	NOUN
bracis-33648	221	14	and	and	CCONJ
bracis-33648	221	15	meaning	mean	VERB
bracis-33648	221	16	preservation	preservation	NOUN
bracis-33648	221	17	,	,	PUNCT
bracis-33648	221	18	respectively	respectively	ADV
bracis-33648	221	19	.	.	PUNCT
bracis-33648	222	1	full	full	ADJ
bracis-33648	222	2	size	size	NOUN
bracis-33648	222	3	image	image	NOUN
bracis-33648	222	4	the	the	DET
bracis-33648	222	5	scores	score	NOUN
bracis-33648	222	6	of	of	ADP
bracis-33648	222	7	the	the	DET
bracis-33648	222	8	model	model	NOUN
bracis-33648	222	9	with	with	ADP
bracis-33648	222	10	rl	rl	X
bracis-33648	222	11	and	and	CCONJ
bracis-33648	222	12	flan	flan	PROPN
bracis-33648	222	13	-	-	PUNCT
bracis-33648	222	14	t5	t5	PROPN
bracis-33648	222	15	-	-	PUNCT
bracis-33648	222	16	large	large	NOUN
bracis-33648	222	17	are	be	AUX
bracis-33648	222	18	quite	quite	ADV
bracis-33648	222	19	similar	similar	ADJ
bracis-33648	222	20	,	,	PUNCT
bracis-33648	222	21	with	with	ADP
bracis-33648	222	22	a	a	DET
bracis-33648	222	23	slight	slight	ADJ
bracis-33648	222	24	advantage	advantage	NOUN
bracis-33648	222	25	to	to	ADP
bracis-33648	222	26	flan	flan	PROPN
bracis-33648	222	27	-	-	PUNCT
bracis-33648	222	28	t5	t5	PROPN
bracis-33648	222	29	-	-	PUNCT
bracis-33648	222	30	large	large	NOUN
bracis-33648	222	31	.	.	PUNCT
bracis-33648	223	1	as	as	SCONJ
bracis-33648	223	2	the	the	DET
bracis-33648	223	3	results	result	NOUN
bracis-33648	223	4	for	for	ADP
bracis-33648	223	5	meaning	mean	VERB
bracis-33648	223	6	preservation	preservation	NOUN
bracis-33648	223	7	are	be	AUX
bracis-33648	223	8	a	a	DET
bracis-33648	223	9	little	little	ADV
bracis-33648	223	10	better	well	ADJ
bracis-33648	223	11	than	than	ADP
bracis-33648	223	12	the	the	DET
bracis-33648	223	13	ptt5	ptt5	PROPN
bracis-33648	223	14	fine	fine	ADV
bracis-33648	223	15	-	-	PUNCT
bracis-33648	223	16	tuned	tune	VERB
bracis-33648	223	17	,	,	PUNCT
bracis-33648	223	18	it	it	PRON
bracis-33648	223	19	seems	seem	VERB
bracis-33648	223	20	that	that	SCONJ
bracis-33648	223	21	levenshtein	levenshtein	PROPN
bracis-33648	223	22	distance	distance	NOUN
bracis-33648	223	23	is	be	AUX
bracis-33648	223	24	also	also	ADV
bracis-33648	223	25	a	a	DET
bracis-33648	223	26	good	good	ADJ
bracis-33648	223	27	alternative	alternative	NOUN
bracis-33648	223	28	to	to	PART
bracis-33648	223	29	check	check	VERB
bracis-33648	223	30	the	the	DET
bracis-33648	223	31	similarity	similarity	NOUN
bracis-33648	223	32	between	between	ADP
bracis-33648	223	33	the	the	DET
bracis-33648	223	34	sentences	sentence	NOUN
bracis-33648	223	35	.	.	PUNCT
bracis-33648	224	1	4.2	4.2	NUM
bracis-33648	224	2	qualitative	qualitative	ADJ
bracis-33648	224	3	evaluation	evaluation	NOUN
bracis-33648	224	4	to	to	PART
bracis-33648	224	5	provide	provide	VERB
bracis-33648	224	6	insights	insight	NOUN
bracis-33648	224	7	into	into	ADP
bracis-33648	224	8	the	the	DET
bracis-33648	224	9	quality	quality	NOUN
bracis-33648	224	10	of	of	ADP
bracis-33648	224	11	the	the	DET
bracis-33648	224	12	generated	generate	VERB
bracis-33648	224	13	simplifications	simplification	NOUN
bracis-33648	224	14	,	,	PUNCT
bracis-33648	224	15	the	the	DET
bracis-33648	224	16	outputs	output	NOUN
bracis-33648	224	17	of	of	ADP
bracis-33648	224	18	the	the	DET
bracis-33648	224	19	ts	ts	ADJ
bracis-33648	224	20	methods	method	NOUN
bracis-33648	224	21	were	be	AUX
bracis-33648	224	22	analyzed	analyze	VERB
bracis-33648	224	23	by	by	ADP
bracis-33648	224	24	a	a	DET
bracis-33648	224	25	domain	domain	NOUN
bracis-33648	224	26	specialist	specialist	NOUN
bracis-33648	224	27	.	.	PUNCT
bracis-33648	225	1	the	the	DET
bracis-33648	225	2	annotator	annotator	NOUN
bracis-33648	225	3	is	be	AUX
bracis-33648	225	4	a	a	DET
bracis-33648	225	5	judicial	judicial	ADJ
bracis-33648	225	6	analyst	analyst	NOUN
bracis-33648	225	7	who	who	PRON
bracis-33648	225	8	takes	take	VERB
bracis-33648	225	9	on	on	ADP
bracis-33648	225	10	the	the	DET
bracis-33648	225	11	role	role	NOUN
bracis-33648	225	12	of	of	ADP
bracis-33648	225	13	editorial	editorial	ADJ
bracis-33648	225	14	reviewer	reviewer	NOUN
bracis-33648	225	15	in	in	ADP
bracis-33648	225	16	a	a	DET
bracis-33648	225	17	brazilian	brazilian	ADJ
bracis-33648	225	18	court	court	NOUN
bracis-33648	225	19	of	of	ADP
bracis-33648	225	20	justice	justice	NOUN
bracis-33648	225	21	.	.	PUNCT
bracis-33648	226	1	the	the	DET
bracis-33648	226	2	sample	sample	NOUN
bracis-33648	226	3	selected	select	VERB
bracis-33648	226	4	for	for	ADP
bracis-33648	226	5	annotation	annotation	NOUN
bracis-33648	226	6	contains	contain	VERB
bracis-33648	226	7	91	91	NUM
bracis-33648	226	8	pairs	pair	NOUN
bracis-33648	226	9	for	for	ADP
bracis-33648	226	10	each	each	PRON
bracis-33648	226	11	of	of	ADP
bracis-33648	226	12	the	the	DET
bracis-33648	226	13	five	five	NUM
bracis-33648	226	14	simplification	simplification	NOUN
bracis-33648	226	15	methods	method	NOUN
bracis-33648	226	16	,	,	PUNCT
bracis-33648	226	17	containing	contain	VERB
bracis-33648	226	18	the	the	DET
bracis-33648	226	19	original	original	ADJ
bracis-33648	226	20	sentence	sentence	NOUN
bracis-33648	226	21	and	and	CCONJ
bracis-33648	226	22	the	the	DET
bracis-33648	226	23	simplification	simplification	NOUN
bracis-33648	226	24	output	output	NOUN
bracis-33648	226	25	of	of	ADP
bracis-33648	226	26	each	each	DET
bracis-33648	226	27	method	method	NOUN
bracis-33648	226	28	adopted	adopt	VERB
bracis-33648	226	29	.	.	PUNCT
bracis-33648	227	1	the	the	DET
bracis-33648	227	2	annotator	annotator	NOUN
bracis-33648	227	3	was	be	AUX
bracis-33648	227	4	not	not	PART
bracis-33648	227	5	aware	aware	ADJ
bracis-33648	227	6	of	of	ADP
bracis-33648	227	7	which	which	DET
bracis-33648	227	8	method	method	NOUN
bracis-33648	227	9	produced	produce	VERB
bracis-33648	227	10	the	the	DET
bracis-33648	227	11	simplification	simplification	NOUN
bracis-33648	227	12	.	.	PUNCT
bracis-33648	228	1	the	the	DET
bracis-33648	228	2	specialist	specialist	NOUN
bracis-33648	228	3	received	receive	VERB
bracis-33648	228	4	the	the	DET
bracis-33648	228	5	original	original	ADJ
bracis-33648	228	6	and	and	CCONJ
bracis-33648	228	7	the	the	DET
bracis-33648	228	8	simplified	simplified	ADJ
bracis-33648	228	9	sentences	sentence	NOUN
bracis-33648	228	10	and	and	CCONJ
bracis-33648	228	11	was	be	AUX
bracis-33648	228	12	asked	ask	VERB
bracis-33648	228	13	to	to	PART
bracis-33648	228	14	rate	rate	VERB
bracis-33648	228	15	the	the	DET
bracis-33648	228	16	quality	quality	NOUN
bracis-33648	228	17	of	of	ADP
bracis-33648	228	18	the	the	DET
bracis-33648	228	19	simplification	simplification	NOUN
bracis-33648	228	20	by	by	ADP
bracis-33648	228	21	answering	answer	VERB
bracis-33648	228	22	three	three	NUM
bracis-33648	228	23	questions	question	NOUN
bracis-33648	228	24	:	:	PUNCT
bracis-33648	228	25	q1	q1	NOUN
bracis-33648	228	26	—	—	PUNCT
bracis-33648	228	27	is	be	AUX
bracis-33648	228	28	the	the	DET
bracis-33648	228	29	simplification	simplification	NOUN
bracis-33648	228	30	correct	correct	ADJ
bracis-33648	228	31	?	?	PUNCT
bracis-33648	229	1	a	a	DET
bracis-33648	229	2	correct	correct	ADJ
bracis-33648	229	3	simplification	simplification	NOUN
bracis-33648	229	4	should	should	AUX
bracis-33648	229	5	be	be	AUX
bracis-33648	229	6	grammatically	grammatically	ADV
bracis-33648	229	7	correct	correct	ADJ
bracis-33648	229	8	from	from	ADP
bracis-33648	229	9	the	the	DET
bracis-33648	229	10	point	point	NOUN
bracis-33648	229	11	of	of	ADP
bracis-33648	229	12	view	view	NOUN
bracis-33648	229	13	of	of	ADP
bracis-33648	229	14	the	the	DET
bracis-33648	229	15	norms	norm	NOUN
bracis-33648	229	16	of	of	ADP
bracis-33648	229	17	the	the	DET
bracis-33648	229	18	portuguese	portuguese	ADJ
bracis-33648	229	19	language	language	NOUN
bracis-33648	229	20	and	and	CCONJ
bracis-33648	229	21	the	the	DET
bracis-33648	229	22	conceptual	conceptual	ADJ
bracis-33648	229	23	legal	legal	ADJ
bracis-33648	229	24	norm	norm	NOUN
bracis-33648	229	25	.	.	PUNCT
bracis-33648	230	1	the	the	DET
bracis-33648	230	2	possible	possible	ADJ
bracis-33648	230	3	values	value	NOUN
bracis-33648	230	4	answers	answer	NOUN
bracis-33648	230	5	are	be	AUX
bracis-33648	230	6	:	:	PUNCT
bracis-33648	230	7	‘	'	PUNCT
bracis-33648	230	8	yes	yes	INTJ
bracis-33648	230	9	’	'	PUNCT
bracis-33648	230	10	,	,	PUNCT
bracis-33648	230	11	‘	'	PUNCT
bracis-33648	230	12	no	no	INTJ
bracis-33648	230	13	’	'	PUNCT
bracis-33648	230	14	,	,	PUNCT
bracis-33648	230	15	or	or	CCONJ
bracis-33648	230	16	‘	'	PUNCT
bracis-33648	230	17	partially	partially	ADV
bracis-33648	230	18	’	'	PUNCT
bracis-33648	230	19	.	.	PUNCT
bracis-33648	231	1	q2	q2	NOUN
bracis-33648	231	2	—	—	PUNCT
bracis-33648	231	3	is	be	AUX
bracis-33648	231	4	the	the	DET
bracis-33648	231	5	simplified	simplified	ADJ
bracis-33648	231	6	sentence	sentence	NOUN
bracis-33648	231	7	indeed	indeed	ADV
bracis-33648	231	8	simpler	simple	ADJ
bracis-33648	231	9	to	to	PART
bracis-33648	231	10	understand	understand	VERB
bracis-33648	231	11	?	?	PUNCT
bracis-33648	232	1	the	the	DET
bracis-33648	232	2	possible	possible	ADJ
bracis-33648	232	3	answers	answer	NOUN
bracis-33648	232	4	are	be	AUX
bracis-33648	232	5	:	:	PUNCT
bracis-33648	232	6	‘	'	PUNCT
bracis-33648	232	7	yes	yes	INTJ
bracis-33648	232	8	’	'	PUNCT
bracis-33648	232	9	,	,	PUNCT
bracis-33648	232	10	‘	'	PUNCT
bracis-33648	232	11	no	no	INTJ
bracis-33648	232	12	’	'	PUNCT
bracis-33648	232	13	,	,	PUNCT
bracis-33648	232	14	or	or	CCONJ
bracis-33648	232	15	‘	'	PUNCT
bracis-33648	232	16	same	same	ADJ
bracis-33648	232	17	’	'	PUNCT
bracis-33648	232	18	(	(	PUNCT
bracis-33648	232	19	when	when	SCONJ
bracis-33648	232	20	the	the	DET
bracis-33648	232	21	output	output	NOUN
bracis-33648	232	22	is	be	AUX
bracis-33648	232	23	identical	identical	ADJ
bracis-33648	232	24	to	to	ADP
bracis-33648	232	25	the	the	DET
bracis-33648	232	26	input	input	NOUN
bracis-33648	232	27	)	)	PUNCT
bracis-33648	232	28	.	.	PUNCT
bracis-33648	233	1	q3	q3	PROPN
bracis-33648	233	2	—	—	PUNCT
bracis-33648	233	3	what	what	PRON
bracis-33648	233	4	is	be	AUX
bracis-33648	233	5	the	the	DET
bracis-33648	233	6	quality	quality	NOUN
bracis-33648	233	7	of	of	ADP
bracis-33648	233	8	the	the	DET
bracis-33648	233	9	simplified	simplified	ADJ
bracis-33648	233	10	sentence	sentence	NOUN
bracis-33648	233	11	?	?	PUNCT
bracis-33648	234	1	this	this	PRON
bracis-33648	234	2	is	be	AUX
bracis-33648	234	3	based	base	VERB
bracis-33648	234	4	on	on	ADP
bracis-33648	234	5	the	the	DET
bracis-33648	234	6	previous	previous	ADJ
bracis-33648	234	7	questions	question	NOUN
bracis-33648	234	8	,	,	PUNCT
bracis-33648	234	9	meaning	mean	VERB
bracis-33648	234	10	how	how	SCONJ
bracis-33648	234	11	can	can	AUX
bracis-33648	234	12	the	the	DET
bracis-33648	234	13	simplified	simplified	ADJ
bracis-33648	234	14	sentence	sentence	NOUN
bracis-33648	234	15	be	be	AUX
bracis-33648	234	16	evaluated	evaluate	VERB
bracis-33648	234	17	.	.	PUNCT
bracis-33648	235	1	the	the	DET
bracis-33648	235	2	values	value	NOUN
bracis-33648	235	3	to	to	PART
bracis-33648	235	4	be	be	AUX
bracis-33648	235	5	annotated	annotate	VERB
bracis-33648	235	6	are	be	AUX
bracis-33648	235	7	:	:	PUNCT
bracis-33648	235	8	‘	'	PUNCT
bracis-33648	235	9	good	good	ADJ
bracis-33648	235	10	’	'	PUNCT
bracis-33648	235	11	,	,	PUNCT
bracis-33648	235	12	‘	'	PUNCT
bracis-33648	235	13	reasonable	reasonable	ADJ
bracis-33648	235	14	’	'	PUNCT
bracis-33648	235	15	,	,	PUNCT
bracis-33648	235	16	or	or	CCONJ
bracis-33648	235	17	’	'	PUNCT
bracis-33648	235	18	bad	bad	ADJ
bracis-33648	235	19	’	'	PUNCT
bracis-33648	235	20	.	.	PUNCT
bracis-33648	236	1	the	the	DET
bracis-33648	236	2	main	main	ADJ
bracis-33648	236	3	guidelines	guideline	NOUN
bracis-33648	236	4	from	from	ADP
bracis-33648	236	5	the	the	DET
bracis-33648	236	6	plain	plain	ADJ
bracis-33648	236	7	language	language	NOUN
bracis-33648	236	8	book	book	NOUN
bracis-33648	236	9	 	 	SPACE
bracis-33648	236	10	[	[	X
bracis-33648	236	11	8	8	NUM
bracis-33648	236	12	]	]	PUNCT
bracis-33648	236	13	,	,	PUNCT
bracis-33648	236	14	which	which	PRON
bracis-33648	236	15	supported	support	VERB
bracis-33648	236	16	the	the	DET
bracis-33648	236	17	evaluation	evaluation	NOUN
bracis-33648	236	18	of	of	ADP
bracis-33648	236	19	the	the	DET
bracis-33648	236	20	sentences	sentence	NOUN
bracis-33648	236	21	generated	generate	VERB
bracis-33648	236	22	by	by	ADP
bracis-33648	236	23	the	the	DET
bracis-33648	236	24	models	model	NOUN
bracis-33648	236	25	,	,	PUNCT
bracis-33648	236	26	are	be	AUX
bracis-33648	236	27	:	:	PUNCT
bracis-33648	236	28	write	write	VERB
bracis-33648	236	29	short	short	ADJ
bracis-33648	236	30	sentences	sentence	NOUN
bracis-33648	236	31	with	with	ADP
bracis-33648	236	32	an	an	DET
bracis-33648	236	33	average	average	ADJ
bracis-33648	236	34	length	length	NOUN
bracis-33648	236	35	of	of	ADP
bracis-33648	236	36	15	15	NUM
bracis-33648	236	37	to	to	PART
bracis-33648	236	38	20	20	NUM
bracis-33648	236	39	words	word	NOUN
bracis-33648	236	40	;	;	PUNCT
bracis-33648	236	41	choose	choose	VERB
bracis-33648	236	42	commonly	commonly	ADV
bracis-33648	236	43	used	use	VERB
bracis-33648	236	44	words	word	NOUN
bracis-33648	236	45	;	;	PUNCT
bracis-33648	236	46	use	use	VERB
bracis-33648	236	47	the	the	DET
bracis-33648	236	48	direct	direct	ADJ
bracis-33648	236	49	order	order	NOUN
bracis-33648	236	50	of	of	ADP
bracis-33648	236	51	the	the	DET
bracis-33648	236	52	sentence	sentence	NOUN
bracis-33648	236	53	;	;	PUNCT
bracis-33648	236	54	prefer	prefer	VERB
bracis-33648	236	55	direct	direct	ADJ
bracis-33648	236	56	action	action	NOUN
bracis-33648	236	57	verbs	verb	NOUN
bracis-33648	236	58	;	;	PUNCT
bracis-33648	236	59	divide	divide	VERB
bracis-33648	236	60	the	the	DET
bracis-33648	236	61	text	text	NOUN
bracis-33648	236	62	into	into	ADP
bracis-33648	236	63	topics	topic	NOUN
bracis-33648	236	64	;	;	PUNCT
bracis-33648	236	65	avoid	avoid	VERB
bracis-33648	236	66	gender	gender	NOUN
bracis-33648	236	67	markers	marker	NOUN
bracis-33648	236	68	;	;	PUNCT
bracis-33648	236	69	present	present	VERB
bracis-33648	236	70	the	the	DET
bracis-33648	236	71	most	most	ADV
bracis-33648	236	72	important	important	ADJ
bracis-33648	236	73	information	information	NOUN
bracis-33648	236	74	at	at	ADP
bracis-33648	236	75	the	the	DET
bracis-33648	236	76	beginning	beginning	NOUN
bracis-33648	236	77	;	;	PUNCT
bracis-33648	236	78	and	and	CCONJ
bracis-33648	236	79	use	use	VERB
bracis-33648	236	80	appropriate	appropriate	ADJ
bracis-33648	236	81	punctuation	punctuation	NOUN
bracis-33648	236	82	.	.	PUNCT
bracis-33648	237	1	table	table	NOUN
bracis-33648	237	2	 	 	SPACE
bracis-33648	237	3	4	4	NUM
bracis-33648	237	4	provides	provide	VERB
bracis-33648	237	5	an	an	DET
bracis-33648	237	6	overview	overview	NOUN
bracis-33648	237	7	of	of	ADP
bracis-33648	237	8	the	the	DET
bracis-33648	237	9	human	human	ADJ
bracis-33648	237	10	evaluation	evaluation	NOUN
bracis-33648	237	11	of	of	ADP
bracis-33648	237	12	the	the	DET
bracis-33648	237	13	generated	generate	VERB
bracis-33648	237	14	simplifications	simplification	NOUN
bracis-33648	237	15	for	for	ADP
bracis-33648	237	16	each	each	DET
bracis-33648	237	17	question	question	NOUN
bracis-33648	237	18	(	(	PUNCT
bracis-33648	237	19	answer	answer	NOUN
bracis-33648	237	20	to	to	ADP
bracis-33648	237	21	rq2	rq2	NOUN
bracis-33648	237	22	)	)	PUNCT
bracis-33648	237	23	.	.	PUNCT
bracis-33648	238	1	it	it	PRON
bracis-33648	238	2	shows	show	VERB
bracis-33648	238	3	the	the	DET
bracis-33648	238	4	percentage	percentage	NOUN
bracis-33648	238	5	of	of	ADP
bracis-33648	238	6	the	the	DET
bracis-33648	238	7	instances	instance	NOUN
bracis-33648	238	8	that	that	PRON
bracis-33648	238	9	were	be	AUX
bracis-33648	238	10	classified	classify	VERB
bracis-33648	238	11	by	by	ADP
bracis-33648	238	12	the	the	DET
bracis-33648	238	13	expert	expert	NOUN
bracis-33648	238	14	into	into	ADP
bracis-33648	238	15	each	each	PRON
bracis-33648	238	16	of	of	ADP
bracis-33648	238	17	the	the	DET
bracis-33648	238	18	possible	possible	ADJ
bracis-33648	238	19	categories	category	NOUN
bracis-33648	238	20	.	.	PUNCT
bracis-33648	239	1	table	table	NOUN
bracis-33648	239	2	4	4	NUM
bracis-33648	239	3	.	.	PUNCT
bracis-33648	239	4	results	result	NOUN
bracis-33648	239	5	of	of	ADP
bracis-33648	239	6	the	the	DET
bracis-33648	239	7	qualitative	qualitative	ADJ
bracis-33648	239	8	evaluation.full	evaluation.full	NUM
bracis-33648	239	9	size	size	NOUN
bracis-33648	239	10	table	table	NOUN
bracis-33648	239	11	gpt-3.5	gpt-3.5	NOUN
bracis-33648	239	12	-	-	PUNCT
bracis-33648	239	13	turbo	turbo	NOUN
bracis-33648	239	14	is	be	AUX
bracis-33648	239	15	the	the	DET
bracis-33648	239	16	winner	winner	NOUN
bracis-33648	239	17	,	,	PUNCT
bracis-33648	239	18	with	with	ADP
bracis-33648	239	19	the	the	DET
bracis-33648	239	20	most	most	ADV
bracis-33648	239	21	robust	robust	ADJ
bracis-33648	239	22	performance	performance	NOUN
bracis-33648	239	23	across	across	ADP
bracis-33648	239	24	all	all	DET
bracis-33648	239	25	three	three	NUM
bracis-33648	239	26	evaluative	evaluative	ADJ
bracis-33648	239	27	questions	question	NOUN
bracis-33648	239	28	.	.	PUNCT
bracis-33648	240	1	the	the	DET
bracis-33648	240	2	only	only	ADJ
bracis-33648	240	3	output	output	NOUN
bracis-33648	240	4	with	with	ADP
bracis-33648	240	5	‘	'	PUNCT
bracis-33648	240	6	bad	bad	ADJ
bracis-33648	240	7	’	'	PUNCT
bracis-33648	240	8	quality	quality	NOUN
bracis-33648	240	9	is	be	AUX
bracis-33648	240	10	in	in	ADP
bracis-33648	240	11	table	table	NOUN
bracis-33648	240	12	 	 	SPACE
bracis-33648	240	13	5	5	NUM
bracis-33648	240	14	,	,	PUNCT
bracis-33648	240	15	along	along	ADP
bracis-33648	240	16	with	with	ADP
bracis-33648	240	17	an	an	DET
bracis-33648	240	18	example	example	NOUN
bracis-33648	240	19	of	of	ADP
bracis-33648	240	20	‘	'	PUNCT
bracis-33648	240	21	good	good	ADJ
bracis-33648	240	22	’	'	PUNCT
bracis-33648	240	23	quality	quality	NOUN
bracis-33648	240	24	.	.	PUNCT
bracis-33648	241	1	the	the	DET
bracis-33648	241	2	first	first	ADJ
bracis-33648	241	3	does	do	AUX
bracis-33648	241	4	not	not	PART
bracis-33648	241	5	correspond	correspond	VERB
bracis-33648	241	6	to	to	ADP
bracis-33648	241	7	the	the	DET
bracis-33648	241	8	content	content	NOUN
bracis-33648	241	9	of	of	ADP
bracis-33648	241	10	the	the	DET
bracis-33648	241	11	reference	reference	NOUN
bracis-33648	241	12	sentence	sentence	NOUN
bracis-33648	241	13	,	,	PUNCT
bracis-33648	241	14	adding	add	VERB
bracis-33648	241	15	information	information	NOUN
bracis-33648	241	16	.	.	PUNCT
bracis-33648	242	1	in	in	ADP
bracis-33648	242	2	the	the	DET
bracis-33648	242	3	second	second	ADJ
bracis-33648	242	4	output	output	NOUN
bracis-33648	242	5	,	,	PUNCT
bracis-33648	242	6	the	the	DET
bracis-33648	242	7	order	order	NOUN
bracis-33648	242	8	of	of	ADP
bracis-33648	242	9	the	the	DET
bracis-33648	242	10	sentences	sentence	NOUN
bracis-33648	242	11	is	be	AUX
bracis-33648	242	12	changed	change	VERB
bracis-33648	242	13	to	to	PART
bracis-33648	242	14	allow	allow	VERB
bracis-33648	242	15	a	a	DET
bracis-33648	242	16	fluid	fluid	ADJ
bracis-33648	242	17	reading	reading	NOUN
bracis-33648	242	18	,	,	PUNCT
bracis-33648	242	19	and	and	CCONJ
bracis-33648	242	20	the	the	DET
bracis-33648	242	21	vocabulary	vocabulary	NOUN
bracis-33648	242	22	is	be	AUX
bracis-33648	242	23	simplified	simplify	VERB
bracis-33648	242	24	using	use	VERB
bracis-33648	242	25	more	more	ADV
bracis-33648	242	26	frequent	frequent	ADJ
bracis-33648	242	27	words	word	NOUN
bracis-33648	242	28	.	.	PUNCT
bracis-33648	243	1	gpt-4o	gpt-4o	PROPN
bracis-33648	243	2	also	also	ADV
bracis-33648	243	3	demonstrates	demonstrate	VERB
bracis-33648	243	4	competitive	competitive	ADJ
bracis-33648	243	5	results	result	NOUN
bracis-33648	243	6	,	,	PUNCT
bracis-33648	243	7	with	with	ADP
bracis-33648	243	8	high	high	ADJ
bracis-33648	243	9	counts	count	NOUN
bracis-33648	243	10	in	in	ADP
bracis-33648	243	11	‘	'	PUNCT
bracis-33648	243	12	yes	yes	NOUN
bracis-33648	243	13	’	'	PUNCT
bracis-33648	243	14	responses	response	NOUN
bracis-33648	243	15	for	for	ADP
bracis-33648	243	16	q1	q1	NOUN
bracis-33648	243	17	and	and	CCONJ
bracis-33648	243	18	q2	q2	NOUN
bracis-33648	243	19	.	.	PUNCT
bracis-33648	244	1	both	both	DET
bracis-33648	244	2	models	model	NOUN
bracis-33648	244	3	present	present	VERB
bracis-33648	244	4	very	very	ADV
bracis-33648	244	5	low	low	ADJ
bracis-33648	244	6	bleu	bleu	NOUN
bracis-33648	244	7	scores	score	NOUN
bracis-33648	244	8	but	but	CCONJ
bracis-33648	244	9	high	high	ADJ
bracis-33648	244	10	scores	score	NOUN
bracis-33648	244	11	in	in	ADP
bracis-33648	244	12	bertscore	bertscore	NOUN
bracis-33648	244	13	.	.	PUNCT
bracis-33648	245	1	bleu	bleu	NOUN
bracis-33648	245	2	uses	use	VERB
bracis-33648	245	3	the	the	DET
bracis-33648	245	4	exact	exact	ADJ
bracis-33648	245	5	n	n	CCONJ
bracis-33648	245	6	-	-	PUNCT
bracis-33648	245	7	gram	gram	NOUN
bracis-33648	245	8	size	size	NOUN
bracis-33648	245	9	,	,	PUNCT
bracis-33648	245	10	while	while	SCONJ
bracis-33648	245	11	bertscore	bertscore	NOUN
bracis-33648	245	12	considers	consider	VERB
bracis-33648	245	13	the	the	DET
bracis-33648	245	14	context	context	NOUN
bracis-33648	245	15	of	of	ADP
bracis-33648	245	16	the	the	DET
bracis-33648	245	17	sentence	sentence	NOUN
bracis-33648	245	18	.	.	PUNCT
bracis-33648	246	1	by	by	ADP
bracis-33648	246	2	applying	apply	VERB
bracis-33648	246	3	ts	ts	ADP
bracis-33648	246	4	,	,	PUNCT
bracis-33648	246	5	syntax	syntax	NOUN
bracis-33648	246	6	and	and	CCONJ
bracis-33648	246	7	lexical	lexical	ADJ
bracis-33648	246	8	changes	change	NOUN
bracis-33648	246	9	can	can	AUX
bracis-33648	246	10	bring	bring	VERB
bracis-33648	246	11	differences	difference	NOUN
bracis-33648	246	12	in	in	ADP
bracis-33648	246	13	terms	term	NOUN
bracis-33648	246	14	of	of	ADP
bracis-33648	246	15	n	n	NOUN
bracis-33648	246	16	-	-	PUNCT
bracis-33648	246	17	grams	gram	NOUN
bracis-33648	246	18	but	but	CCONJ
bracis-33648	246	19	keep	keep	VERB
bracis-33648	246	20	the	the	DET
bracis-33648	246	21	meaning	meaning	NOUN
bracis-33648	246	22	.	.	PUNCT
bracis-33648	247	1	this	this	PRON
bracis-33648	247	2	shows	show	VERB
bracis-33648	247	3	the	the	DET
bracis-33648	247	4	importance	importance	NOUN
bracis-33648	247	5	of	of	ADP
bracis-33648	247	6	using	use	VERB
bracis-33648	247	7	different	different	ADJ
bracis-33648	247	8	metrics	metric	NOUN
bracis-33648	247	9	in	in	ADP
bracis-33648	247	10	the	the	DET
bracis-33648	247	11	evaluation	evaluation	NOUN
bracis-33648	247	12	step	step	NOUN
bracis-33648	247	13	.	.	PUNCT
bracis-33648	248	1	flan	flan	PROPN
bracis-33648	248	2	-	-	PUNCT
bracis-33648	248	3	t5	t5	PROPN
bracis-33648	248	4	-	-	PUNCT
bracis-33648	248	5	large	large	ADJ
bracis-33648	248	6	presented	present	VERB
bracis-33648	248	7	high	high	ADJ
bracis-33648	248	8	scores	score	NOUN
bracis-33648	248	9	for	for	ADP
bracis-33648	248	10	meaning	mean	VERB
bracis-33648	248	11	preservation	preservation	NOUN
bracis-33648	248	12	but	but	CCONJ
bracis-33648	248	13	low	low	ADJ
bracis-33648	248	14	scores	score	NOUN
bracis-33648	248	15	for	for	ADP
bracis-33648	248	16	simplicity	simplicity	NOUN
bracis-33648	248	17	.	.	PUNCT
bracis-33648	249	1	as	as	SCONJ
bracis-33648	249	2	we	we	PRON
bracis-33648	249	3	can	can	AUX
bracis-33648	249	4	see	see	VERB
bracis-33648	249	5	in	in	ADP
bracis-33648	249	6	table	table	NOUN
bracis-33648	249	7	 	 	SPACE
bracis-33648	249	8	4	4	NUM
bracis-33648	249	9	,	,	PUNCT
bracis-33648	249	10	95.6	95.6	NUM
bracis-33648	249	11	%	%	NOUN
bracis-33648	249	12	of	of	ADP
bracis-33648	249	13	sentences	sentence	NOUN
bracis-33648	249	14	were	be	AUX
bracis-33648	249	15	not	not	PART
bracis-33648	249	16	modified	modify	VERB
bracis-33648	249	17	from	from	ADP
bracis-33648	249	18	their	their	PRON
bracis-33648	249	19	original	original	ADJ
bracis-33648	249	20	forms	form	NOUN
bracis-33648	249	21	,	,	PUNCT
bracis-33648	249	22	agreeing	agree	VERB
bracis-33648	249	23	with	with	ADP
bracis-33648	249	24	the	the	DET
bracis-33648	249	25	results	result	NOUN
bracis-33648	249	26	presented	present	VERB
bracis-33648	249	27	in	in	ADP
bracis-33648	249	28	the	the	DET
bracis-33648	249	29	quantitative	quantitative	ADJ
bracis-33648	249	30	evaluation	evaluation	NOUN
bracis-33648	249	31	in	in	ADP
bracis-33648	249	32	table	table	NOUN
bracis-33648	249	33	 	 	SPACE
bracis-33648	249	34	3	3	NUM
bracis-33648	249	35	.	.	PUNCT
bracis-33648	249	36	ft	ft	NOUN
bracis-33648	249	37	-	-	PUNCT
bracis-33648	249	38	ptt5	ptt5	PROPN
bracis-33648	249	39	and	and	CCONJ
bracis-33648	249	40	ft	ft	NOUN
bracis-33648	249	41	-	-	PUNCT
bracis-33648	249	42	ptt5	ptt5	PROPN
bracis-33648	249	43	+	+	CCONJ
bracis-33648	249	44	rl	rl	PRON
bracis-33648	249	45	have	have	VERB
bracis-33648	249	46	similar	similar	ADJ
bracis-33648	249	47	results	result	NOUN
bracis-33648	249	48	in	in	ADP
bracis-33648	249	49	quantitative	quantitative	ADJ
bracis-33648	249	50	evaluation	evaluation	NOUN
bracis-33648	249	51	,	,	PUNCT
bracis-33648	249	52	with	with	ADP
bracis-33648	249	53	the	the	DET
bracis-33648	249	54	first	first	ADJ
bracis-33648	249	55	one	one	NOUN
bracis-33648	249	56	winning	win	VERB
bracis-33648	249	57	in	in	ADP
bracis-33648	249	58	simplicity	simplicity	NOUN
bracis-33648	249	59	,	,	PUNCT
bracis-33648	249	60	but	but	CCONJ
bracis-33648	249	61	in	in	ADP
bracis-33648	249	62	qualitative	qualitative	ADJ
bracis-33648	249	63	evaluation	evaluation	NOUN
bracis-33648	249	64	,	,	PUNCT
bracis-33648	249	65	ft	ft	NOUN
bracis-33648	249	66	-	-	PUNCT
bracis-33648	249	67	ptt5	ptt5	NOUN
bracis-33648	249	68	+	+	CCONJ
bracis-33648	249	69	rl	rl	AUX
bracis-33648	249	70	have	have	VERB
bracis-33648	249	71	less	less	ADV
bracis-33648	249	72	bad	bad	ADJ
bracis-33648	249	73	quality	quality	NOUN
bracis-33648	249	74	sentences	sentence	NOUN
bracis-33648	249	75	than	than	ADP
bracis-33648	249	76	ft	ft	NOUN
bracis-33648	249	77	-	-	PUNCT
bracis-33648	249	78	ptt5	ptt5	NOUN
bracis-33648	249	79	only	only	ADV
bracis-33648	249	80	.	.	PUNCT
bracis-33648	250	1	table	table	NOUN
bracis-33648	250	2	5	5	NUM
bracis-33648	250	3	.	.	PUNCT
bracis-33648	251	1	sentences	sentence	NOUN
bracis-33648	251	2	simplified	simplify	VERB
bracis-33648	251	3	by	by	ADP
bracis-33648	251	4	the	the	DET
bracis-33648	251	5	winning	win	VERB
bracis-33648	251	6	model	model	NOUN
bracis-33648	251	7	,	,	PUNCT
bracis-33648	251	8	gpt-3.5	gpt-3.5	NOUN
bracis-33648	251	9	-	-	PUNCT
bracis-33648	251	10	turbofull	turbofull	NOUN
bracis-33648	251	11	size	size	NOUN
bracis-33648	251	12	table	table	NOUN
bracis-33648	251	13	the	the	DET
bracis-33648	251	14	ft	ft	NOUN
bracis-33648	251	15	-	-	PUNCT
bracis-33648	251	16	ptt5	ptt5	PROPN
bracis-33648	251	17	and	and	CCONJ
bracis-33648	251	18	ft	ft	NOUN
bracis-33648	251	19	-	-	PUNCT
bracis-33648	251	20	ptt5+rl	ptt5+rl	NOUN
bracis-33648	251	21	provide	provide	VERB
bracis-33648	251	22	better	well	ADJ
bracis-33648	251	23	results	result	NOUN
bracis-33648	251	24	compared	compare	VERB
bracis-33648	251	25	to	to	ADP
bracis-33648	251	26	flan	flan	NOUN
bracis-33648	251	27	-	-	PUNCT
bracis-33648	251	28	t5	t5	PROPN
bracis-33648	251	29	-	-	PUNCT
bracis-33648	251	30	large	large	ADJ
bracis-33648	251	31	,	,	PUNCT
bracis-33648	251	32	considering	consider	VERB
bracis-33648	251	33	both	both	CCONJ
bracis-33648	251	34	qualitative	qualitative	ADJ
bracis-33648	251	35	and	and	CCONJ
bracis-33648	251	36	quantitative	quantitative	ADJ
bracis-33648	251	37	evaluations	evaluation	NOUN
bracis-33648	251	38	.	.	PUNCT
bracis-33648	252	1	both	both	DET
bracis-33648	252	2	ptt5	ptt5	NOUN
bracis-33648	252	3	-	-	PUNCT
bracis-33648	252	4	based	base	VERB
bracis-33648	252	5	models	model	NOUN
bracis-33648	252	6	have	have	VERB
bracis-33648	252	7	problems	problem	NOUN
bracis-33648	252	8	in	in	ADP
bracis-33648	252	9	q1	q1	PROPN
bracis-33648	252	10	,	,	PUNCT
bracis-33648	252	11	not	not	PART
bracis-33648	252	12	preserving	preserve	VERB
bracis-33648	252	13	the	the	DET
bracis-33648	252	14	legal	legal	ADJ
bracis-33648	252	15	meaning	meaning	NOUN
bracis-33648	252	16	or	or	CCONJ
bracis-33648	252	17	with	with	ADP
bracis-33648	252	18	grammar	grammar	NOUN
bracis-33648	252	19	problems	problem	NOUN
bracis-33648	252	20	.	.	PUNCT
bracis-33648	253	1	since	since	SCONJ
bracis-33648	253	2	the	the	DET
bracis-33648	253	3	fine	fine	ADV
bracis-33648	253	4	-	-	PUNCT
bracis-33648	253	5	tuning	tuning	NOUN
bracis-33648	253	6	does	do	AUX
bracis-33648	253	7	not	not	PART
bracis-33648	253	8	have	have	VERB
bracis-33648	253	9	training	train	VERB
bracis-33648	253	10	examples	example	NOUN
bracis-33648	253	11	from	from	ADP
bracis-33648	253	12	the	the	DET
bracis-33648	253	13	domain	domain	NOUN
bracis-33648	253	14	,	,	PUNCT
bracis-33648	253	15	this	this	PRON
bracis-33648	253	16	can	can	AUX
bracis-33648	253	17	be	be	AUX
bracis-33648	253	18	the	the	DET
bracis-33648	253	19	main	main	ADJ
bracis-33648	253	20	reason	reason	NOUN
bracis-33648	253	21	for	for	ADP
bracis-33648	253	22	not	not	PART
bracis-33648	253	23	being	be	AUX
bracis-33648	253	24	able	able	ADJ
bracis-33648	253	25	to	to	PART
bracis-33648	253	26	generalize	generalize	VERB
bracis-33648	253	27	for	for	ADP
bracis-33648	253	28	the	the	DET
bracis-33648	253	29	domain	domain	NOUN
bracis-33648	253	30	(	(	PUNCT
bracis-33648	253	31	answer	answer	NOUN
bracis-33648	253	32	to	to	PART
bracis-33648	253	33	rq1	rq1	VERB
bracis-33648	253	34	)	)	PUNCT
bracis-33648	253	35	.	.	PUNCT
bracis-33648	254	1	dress	dress	NOUN
bracis-33648	254	2	 	 	SPACE
bracis-33648	255	1	[	[	X
bracis-33648	255	2	27	27	NUM
bracis-33648	255	3	]	]	PUNCT
bracis-33648	255	4	is	be	AUX
bracis-33648	255	5	the	the	DET
bracis-33648	255	6	rl	rl	PROPN
bracis-33648	255	7	state	state	NOUN
bracis-33648	255	8	-	-	PUNCT
bracis-33648	255	9	of	of	ADP
bracis-33648	255	10	-	-	PUNCT
bracis-33648	255	11	the	the	DET
bracis-33648	255	12	-	-	PUNCT
bracis-33648	255	13	art	art	NOUN
bracis-33648	255	14	with	with	ADP
bracis-33648	255	15	the	the	DET
bracis-33648	255	16	best	good	ADJ
bracis-33648	255	17	results	result	NOUN
bracis-33648	255	18	until	until	ADP
bracis-33648	255	19	now	now	ADV
bracis-33648	255	20	,	,	PUNCT
bracis-33648	255	21	but	but	CCONJ
bracis-33648	255	22	the	the	DET
bracis-33648	255	23	change	change	NOUN
bracis-33648	255	24	of	of	ADP
bracis-33648	255	25	metrics	metric	NOUN
bracis-33648	255	26	used	use	VERB
bracis-33648	255	27	in	in	ADP
bracis-33648	255	28	this	this	DET
bracis-33648	255	29	work	work	NOUN
bracis-33648	255	30	did	do	AUX
bracis-33648	255	31	not	not	PART
bracis-33648	255	32	yield	yield	VERB
bracis-33648	255	33	good	good	ADJ
bracis-33648	255	34	results	result	NOUN
bracis-33648	255	35	in	in	ADP
bracis-33648	255	36	both	both	DET
bracis-33648	255	37	evaluations	evaluation	NOUN
bracis-33648	255	38	.	.	PUNCT
bracis-33648	256	1	fine	fine	ADJ
bracis-33648	256	2	-	-	PUNCT
bracis-33648	256	3	tuning	tune	VERB
bracis-33648	256	4	models	model	NOUN
bracis-33648	256	5	have	have	AUX
bracis-33648	256	6	shown	show	VERB
bracis-33648	256	7	to	to	PART
bracis-33648	256	8	be	be	AUX
bracis-33648	256	9	promising	promise	VERB
bracis-33648	256	10	for	for	ADP
bracis-33648	256	11	ts	ts	PROPN
bracis-33648	256	12	,	,	PUNCT
bracis-33648	256	13	and	and	CCONJ
bracis-33648	256	14	rl	rl	PROPN
bracis-33648	256	15	is	be	AUX
bracis-33648	256	16	able	able	ADJ
bracis-33648	256	17	to	to	PART
bracis-33648	256	18	increase	increase	VERB
bracis-33648	256	19	the	the	DET
bracis-33648	256	20	performance	performance	NOUN
bracis-33648	256	21	too	too	ADV
bracis-33648	256	22	(	(	PUNCT
bracis-33648	256	23	answer	answer	NOUN
bracis-33648	256	24	to	to	ADP
bracis-33648	256	25	rq3	rq3	NOUN
bracis-33648	256	26	)	)	PUNCT
bracis-33648	256	27	,	,	PUNCT
bracis-33648	256	28	as	as	SCONJ
bracis-33648	256	29	only	only	ADV
bracis-33648	256	30	2	2	NUM
bracis-33648	256	31	%	%	NOUN
bracis-33648	256	32	of	of	ADP
bracis-33648	256	33	the	the	DET
bracis-33648	256	34	outputs	output	NOUN
bracis-33648	256	35	were	be	AUX
bracis-33648	256	36	considered	consider	VERB
bracis-33648	256	37	bad	bad	ADJ
bracis-33648	256	38	against	against	ADP
bracis-33648	256	39	30	30	NUM
bracis-33648	256	40	%	%	NOUN
bracis-33648	256	41	of	of	ADP
bracis-33648	256	42	ft	ft	NOUN
bracis-33648	256	43	-	-	PUNCT
bracis-33648	256	44	ptt5	ptt5	NOUN
bracis-33648	256	45	.	.	PUNCT
bracis-33648	257	1	5	5	NUM
bracis-33648	257	2	conclusion	conclusion	NOUN
bracis-33648	257	3	this	this	DET
bracis-33648	257	4	work	work	NOUN
bracis-33648	257	5	evaluated	evaluate	VERB
bracis-33648	257	6	llm	llm	PROPN
bracis-33648	257	7	for	for	ADP
bracis-33648	257	8	ts	t	NOUN
bracis-33648	257	9	in	in	ADP
bracis-33648	257	10	legal	legal	ADJ
bracis-33648	257	11	texts	text	NOUN
bracis-33648	257	12	written	write	VERB
bracis-33648	257	13	in	in	ADP
bracis-33648	257	14	portuguese	portuguese	PROPN
bracis-33648	257	15	.	.	PUNCT
bracis-33648	258	1	we	we	PRON
bracis-33648	258	2	fine	fine	ADV
bracis-33648	258	3	-	-	PUNCT
bracis-33648	258	4	tuned	tune	VERB
bracis-33648	258	5	the	the	DET
bracis-33648	258	6	pre	pre	ADJ
bracis-33648	258	7	-	-	ADJ
bracis-33648	258	8	trained	train	VERB
bracis-33648	258	9	ptt5	ptt5	NOUN
bracis-33648	258	10	model	model	NOUN
bracis-33648	258	11	and	and	CCONJ
bracis-33648	258	12	developed	develop	VERB
bracis-33648	258	13	an	an	DET
bracis-33648	258	14	rl	rl	NOUN
bracis-33648	258	15	algorithm	algorithm	NOUN
bracis-33648	258	16	based	base	VERB
bracis-33648	258	17	on	on	ADP
bracis-33648	258	18	dress	dress	NOUN
bracis-33648	258	19	 	 	SPACE
bracis-33648	259	1	[	[	X
bracis-33648	259	2	27	27	NUM
bracis-33648	259	3	]	]	PUNCT
bracis-33648	259	4	but	but	CCONJ
bracis-33648	259	5	with	with	ADP
bracis-33648	259	6	ptt5	ptt5	PROPN
bracis-33648	259	7	as	as	ADP
bracis-33648	259	8	a	a	DET
bracis-33648	259	9	base	base	NOUN
bracis-33648	259	10	for	for	ADP
bracis-33648	259	11	text	text	NOUN
bracis-33648	259	12	-	-	PUNCT
bracis-33648	259	13	to	to	ADP
bracis-33648	259	14	-	-	PUNCT
bracis-33648	259	15	text	text	NOUN
bracis-33648	259	16	generation	generation	NOUN
bracis-33648	259	17	.	.	PUNCT
bracis-33648	260	1	these	these	DET
bracis-33648	260	2	models	model	NOUN
bracis-33648	260	3	were	be	AUX
bracis-33648	260	4	compared	compare	VERB
bracis-33648	260	5	with	with	ADP
bracis-33648	260	6	two	two	NUM
bracis-33648	260	7	gpt-3.5	gpt-3.5	NOUN
bracis-33648	260	8	-	-	PUNCT
bracis-33648	260	9	turbo	turbo	NOUN
bracis-33648	260	10	,	,	PUNCT
bracis-33648	260	11	gpt4o	gpt4o	PROPN
bracis-33648	260	12	,	,	PUNCT
bracis-33648	260	13	and	and	CCONJ
bracis-33648	260	14	flan	flan	PROPN
bracis-33648	260	15	-	-	PUNCT
bracis-33648	260	16	t5	t5	PROPN
bracis-33648	260	17	-	-	PUNCT
bracis-33648	260	18	large	large	NOUN
bracis-33648	260	19	.	.	PUNCT
bracis-33648	261	1	there	there	PRON
bracis-33648	261	2	are	be	VERB
bracis-33648	261	3	many	many	ADJ
bracis-33648	261	4	types	type	NOUN
bracis-33648	261	5	of	of	ADP
bracis-33648	261	6	legal	legal	ADJ
bracis-33648	261	7	documents	document	NOUN
bracis-33648	261	8	in	in	ADP
bracis-33648	261	9	portuguese	portuguese	PROPN
bracis-33648	261	10	available	available	ADJ
bracis-33648	261	11	,	,	PUNCT
bracis-33648	261	12	but	but	CCONJ
bracis-33648	261	13	without	without	ADP
bracis-33648	261	14	their	their	PRON
bracis-33648	261	15	ground	ground	NOUN
bracis-33648	261	16	truth	truth	NOUN
bracis-33648	261	17	simplifications	simplification	NOUN
bracis-33648	261	18	,	,	PUNCT
bracis-33648	261	19	they	they	PRON
bracis-33648	261	20	can	can	AUX
bracis-33648	261	21	not	not	PART
bracis-33648	261	22	be	be	AUX
bracis-33648	261	23	readily	readily	ADV
bracis-33648	261	24	used	use	VERB
bracis-33648	261	25	to	to	PART
bracis-33648	261	26	train	train	VERB
bracis-33648	261	27	or	or	CCONJ
bracis-33648	261	28	evaluate	evaluate	VERB
bracis-33648	261	29	ts	ts	NOUN
bracis-33648	261	30	.	.	PUNCT
bracis-33648	262	1	we	we	PRON
bracis-33648	262	2	relied	rely	VERB
bracis-33648	262	3	on	on	ADP
bracis-33648	262	4	a	a	DET
bracis-33648	262	5	dataset	dataset	NOUN
bracis-33648	262	6	of	of	ADP
bracis-33648	262	7	legal	legal	ADJ
bracis-33648	262	8	case	case	NOUN
bracis-33648	262	9	updates	update	VERB
bracis-33648	262	10	with	with	ADP
bracis-33648	262	11	their	their	PRON
bracis-33648	262	12	plain	plain	ADJ
bracis-33648	262	13	language	language	NOUN
bracis-33648	262	14	explanations	explanation	NOUN
bracis-33648	262	15	obtained	obtain	VERB
bracis-33648	262	16	from	from	ADP
bracis-33648	262	17	gpt	gpt	NOUN
bracis-33648	262	18	-	-	PUNCT
bracis-33648	262	19	based	base	VERB
bracis-33648	262	20	models	model	NOUN
bracis-33648	262	21	as	as	ADP
bracis-33648	262	22	training	training	NOUN
bracis-33648	262	23	data	datum	NOUN
bracis-33648	262	24	.	.	PUNCT
bracis-33648	263	1	although	although	SCONJ
bracis-33648	263	2	this	this	DET
bracis-33648	263	3	data	data	NOUN
bracis-33648	263	4	is	be	AUX
bracis-33648	263	5	in	in	ADP
bracis-33648	263	6	the	the	DET
bracis-33648	263	7	domain	domain	NOUN
bracis-33648	263	8	of	of	ADP
bracis-33648	263	9	interest	interest	NOUN
bracis-33648	263	10	,	,	PUNCT
bracis-33648	263	11	it	it	PRON
bracis-33648	263	12	is	be	AUX
bracis-33648	263	13	not	not	PART
bracis-33648	263	14	a	a	DET
bracis-33648	263	15	ts	ts	NOUN
bracis-33648	263	16	dataset	dataset	NOUN
bracis-33648	263	17	in	in	ADP
bracis-33648	263	18	the	the	DET
bracis-33648	263	19	strict	strict	ADJ
bracis-33648	263	20	sense	sense	NOUN
bracis-33648	263	21	.	.	PUNCT
bracis-33648	264	1	in	in	ADP
bracis-33648	264	2	addition	addition	NOUN
bracis-33648	264	3	,	,	PUNCT
bracis-33648	264	4	our	our	PRON
bracis-33648	264	5	qualitative	qualitative	ADJ
bracis-33648	264	6	evaluation	evaluation	NOUN
bracis-33648	264	7	was	be	AUX
bracis-33648	264	8	made	make	VERB
bracis-33648	264	9	by	by	ADP
bracis-33648	264	10	only	only	ADV
bracis-33648	264	11	one	one	NUM
bracis-33648	264	12	specialist	specialist	NOUN
bracis-33648	264	13	.	.	PUNCT
bracis-33648	265	1	as	as	ADP
bracis-33648	265	2	future	future	ADJ
bracis-33648	265	3	work	work	NOUN
bracis-33648	265	4	,	,	PUNCT
bracis-33648	265	5	experiments	experiment	NOUN
bracis-33648	265	6	using	use	VERB
bracis-33648	265	7	other	other	ADJ
bracis-33648	265	8	models	model	NOUN
bracis-33648	265	9	,	,	PUNCT
bracis-33648	265	10	such	such	ADJ
bracis-33648	265	11	as	as	ADP
bracis-33648	265	12	bardfootnote	bardfootnote	NOUN
bracis-33648	265	13	6	6	NUM
bracis-33648	265	14	and	and	CCONJ
bracis-33648	265	15	sabiáfootnote	sabiáfootnote	NOUN
bracis-33648	265	16	7	7	NUM
bracis-33648	265	17	,	,	PUNCT
bracis-33648	265	18	can	can	AUX
bracis-33648	265	19	be	be	AUX
bracis-33648	265	20	performed	perform	VERB
bracis-33648	265	21	.	.	PUNCT
bracis-33648	266	1	fine	fine	ADJ
bracis-33648	266	2	-	-	PUNCT
bracis-33648	266	3	tuning	tune	VERB
bracis-33648	266	4	the	the	DET
bracis-33648	266	5	larger	large	ADJ
bracis-33648	266	6	versions	version	NOUN
bracis-33648	266	7	of	of	ADP
bracis-33648	266	8	llms	llm	NOUN
bracis-33648	266	9	can	can	AUX
bracis-33648	266	10	be	be	AUX
bracis-33648	266	11	very	very	ADV
bracis-33648	266	12	costly	costly	ADJ
bracis-33648	266	13	,	,	PUNCT
bracis-33648	266	14	but	but	CCONJ
bracis-33648	266	15	it	it	PRON
bracis-33648	266	16	has	have	AUX
bracis-33648	266	17	been	be	AUX
bracis-33648	266	18	shown	show	VERB
bracis-33648	266	19	to	to	PART
bracis-33648	266	20	improve	improve	VERB
bracis-33648	266	21	ts	ts	ADP
bracis-33648	266	22	results	result	NOUN
bracis-33648	266	23	.	.	PUNCT
bracis-33648	267	1	the	the	DET
bracis-33648	267	2	use	use	NOUN
bracis-33648	267	3	of	of	ADP
bracis-33648	267	4	rl	rl	PRON
bracis-33648	267	5	had	have	VERB
bracis-33648	267	6	similar	similar	ADJ
bracis-33648	267	7	results	result	NOUN
bracis-33648	267	8	to	to	ADP
bracis-33648	267	9	the	the	DET
bracis-33648	267	10	fine	fine	ADV
bracis-33648	267	11	-	-	PUNCT
bracis-33648	267	12	tuned	tune	VERB
bracis-33648	267	13	model	model	NOUN
bracis-33648	267	14	.	.	PUNCT
bracis-33648	268	1	however	however	ADV
bracis-33648	268	2	,	,	PUNCT
bracis-33648	268	3	the	the	DET
bracis-33648	268	4	use	use	NOUN
bracis-33648	268	5	of	of	ADP
bracis-33648	268	6	other	other	ADJ
bracis-33648	268	7	metrics	metric	NOUN
bracis-33648	268	8	in	in	ADP
bracis-33648	268	9	the	the	DET
bracis-33648	268	10	reward	reward	NOUN
bracis-33648	268	11	functions	function	NOUN
bracis-33648	268	12	could	could	AUX
bracis-33648	268	13	improve	improve	VERB
bracis-33648	268	14	performance	performance	NOUN
bracis-33648	268	15	,	,	PUNCT
bracis-33648	268	16	closing	close	VERB
bracis-33648	268	17	the	the	DET
bracis-33648	268	18	gap	gap	NOUN
bracis-33648	268	19	in	in	ADP
bracis-33648	268	20	comparison	comparison	NOUN
bracis-33648	268	21	to	to	ADP
bracis-33648	268	22	the	the	DET
bracis-33648	268	23	gpt	gpt	NOUN
bracis-33648	268	24	models	model	NOUN
bracis-33648	268	25	.	.	PUNCT
bracis-33648	269	1	other	other	ADJ
bracis-33648	269	2	methods	method	NOUN
bracis-33648	269	3	,	,	PUNCT
bracis-33648	269	4	such	such	ADJ
bracis-33648	269	5	as	as	ADP
bracis-33648	269	6	performing	perform	VERB
bracis-33648	269	7	ts	ts	ADP
bracis-33648	269	8	according	accord	VERB
bracis-33648	269	9	to	to	ADP
bracis-33648	269	10	readability	readability	NOUN
bracis-33648	269	11	levels	level	NOUN
bracis-33648	269	12	,	,	PUNCT
bracis-33648	269	13	could	could	AUX
bracis-33648	269	14	be	be	AUX
bracis-33648	269	15	explored	explore	VERB
bracis-33648	269	16	.	.	PUNCT
bracis-33648	270	1	the	the	DET
bracis-33648	270	2	legal	legal	ADJ
bracis-33648	270	3	domain	domain	NOUN
bracis-33648	270	4	has	have	VERB
bracis-33648	270	5	different	different	ADJ
bracis-33648	270	6	sub	sub	NOUN
bracis-33648	270	7	-	-	NOUN
bracis-33648	270	8	fields	field	NOUN
bracis-33648	270	9	,	,	PUNCT
bracis-33648	270	10	which	which	PRON
bracis-33648	270	11	makes	make	VERB
bracis-33648	270	12	it	it	PRON
bracis-33648	270	13	difficult	difficult	ADJ
bracis-33648	270	14	to	to	PART
bracis-33648	270	15	generalize	generalize	VERB
bracis-33648	270	16	a	a	DET
bracis-33648	270	17	model	model	NOUN
bracis-33648	270	18	for	for	ADP
bracis-33648	270	19	all	all	DET
bracis-33648	270	20	sectors	sector	NOUN
bracis-33648	270	21	.	.	PUNCT
bracis-33648	271	1	an	an	DET
bracis-33648	271	2	expression	expression	NOUN
bracis-33648	271	3	may	may	AUX
bracis-33648	271	4	have	have	VERB
bracis-33648	271	5	different	different	ADJ
bracis-33648	271	6	meanings	meaning	NOUN
bracis-33648	271	7	across	across	ADP
bracis-33648	271	8	sub	sub	NOUN
bracis-33648	271	9	-	-	NOUN
bracis-33648	271	10	fields	field	NOUN
bracis-33648	271	11	of	of	ADP
bracis-33648	271	12	the	the	DET
bracis-33648	271	13	legal	legal	ADJ
bracis-33648	271	14	domain	domain	NOUN
bracis-33648	271	15	,	,	PUNCT
bracis-33648	271	16	or	or	CCONJ
bracis-33648	271	17	even	even	ADV
bracis-33648	271	18	across	across	ADP
bracis-33648	271	19	brazilian	brazilian	ADJ
bracis-33648	271	20	estates	estate	NOUN
bracis-33648	271	21	.	.	PUNCT
bracis-33648	272	1	thus	thus	ADV
bracis-33648	272	2	,	,	PUNCT
bracis-33648	272	3	the	the	DET
bracis-33648	272	4	question	question	NOUN
bracis-33648	272	5	of	of	ADP
bracis-33648	272	6	whether	whether	SCONJ
bracis-33648	272	7	a	a	DET
bracis-33648	272	8	model	model	NOUN
bracis-33648	272	9	can	can	AUX
bracis-33648	272	10	be	be	AUX
bracis-33648	272	11	robust	robust	ADJ
bracis-33648	272	12	to	to	ADP
bracis-33648	272	13	such	such	ADJ
bracis-33648	272	14	variations	variation	NOUN
bracis-33648	272	15	is	be	AUX
bracis-33648	272	16	still	still	ADV
bracis-33648	272	17	unanswered	unanswered	ADJ
bracis-33648	272	18	.	.	PUNCT
bracis-33648	273	1	notes	note	VERB
bracis-33648	273	2	1.https://www.cnj.jus.br/gestao-da-justica/acessibilidade-e-inclusao/pacto-nacional-do-judiciario-pela-linguagem-simples/.	1.https://www.cnj.jus.br/gestao-da-justica/acessibilidade-e-inclusao/pacto-nacional-do-judiciario-pela-linguagem-simples/.	PROPN
bracis-33648	273	3	2.https://www.cnj.jus.br/gestao-da-justica/acessibilidade-e-inclusao/pacto-nacional-do-judiciario-pela-linguagem-simples/selos/.	2.https://www.cnj.jus.br/gestao-da-justica/acessibilidade-e-inclusao/pacto-nacional-do-judiciario-pela-linguagem-simples/selos/.	NUM
bracis-33648	273	4	3.https://comunicasimples.com.br/2023/01/03/juridiques/.	3.https://comunicasimples.com.br/2023/01/03/juridiques/.	PROPN
bracis-33648	273	5	4.https://www.jusbrasil.com.br	4.https://www.jusbrasil.com.br	PROPN
bracis-33648	273	6	.	.	PUNCT
bracis-33648	274	1	5.https://cutt.ly/links-plain-language	5.https://cutt.ly/links-plain-language	NUM
bracis-33648	274	2	.	.	PUNCT
bracis-33648	275	1	6.https://gemini.google.com/.	6.https://gemini.google.com/.	NUM
bracis-33648	275	2	7.https://www.maritaca.ai	7.https://www.maritaca.ai	NUM
bracis-33648	275	3	.	.	PUNCT
bracis-33648	276	1	references	reference	NOUN
bracis-33648	276	2	de	de	PROPN
bracis-33648	276	3	 	 	SPACE
bracis-33648	276	4	almeida	almeida	PROPN
bracis-33648	276	5	 	 	SPACE
bracis-33648	276	6	guimarães	guimarães	PROPN
bracis-33648	276	7	,	,	PUNCT
bracis-33648	276	8	l.h.p	l.h.p	ADJ
bracis-33648	276	9	.	.	PUNCT
bracis-33648	276	10	:	:	PUNCT
bracis-33648	277	1	a	a	DET
bracis-33648	277	2	simplificação	simplificação	PROPN
bracis-33648	277	3	da	da	PROPN
bracis-33648	277	4	linguagem	linguagem	PROPN
bracis-33648	277	5	jurídica	jurídica	PROPN
bracis-33648	277	6	como	como	PROPN
bracis-33648	277	7	instrumento	instrumento	PROPN
bracis-33648	277	8	fundamental	fundamental	PROPN
bracis-33648	277	9	de	de	X
bracis-33648	277	10	acesso	acesso	X
bracis-33648	277	11	à	à	X
bracis-33648	277	12	justiça	justiça	PROPN
bracis-33648	277	13	.	.	PUNCT
bracis-33648	278	1	publicatio	publicatio	PROPN
bracis-33648	278	2	uepg	uepg	PROPN
bracis-33648	278	3	:	:	PUNCT
bracis-33648	278	4	ciências	ciências	PROPN
bracis-33648	278	5	humanas	humanas	PROPN
bracis-33648	278	6	,	,	PUNCT
bracis-33648	278	7	linguistica	linguistica	PROPN
bracis-33648	278	8	,	,	PUNCT
bracis-33648	278	9	letras	letras	PROPN
bracis-33648	278	10	e	e	PROPN
bracis-33648	278	11	artes	arte	NOUN
bracis-33648	278	12	20(2	20(2	NUM
bracis-33648	278	13	)	)	PUNCT
bracis-33648	278	14	,	,	PUNCT
bracis-33648	278	15	173–184	173–184	NUM
bracis-33648	278	16	(	(	PUNCT
bracis-33648	278	17	2012	2012	NUM
bracis-33648	278	18	)	)	PUNCT
bracis-33648	278	19	google	google	PROPN
bracis-33648	278	20	scholar	scholar	NOUN
bracis-33648	278	21	  	  	SPACE
bracis-33648	278	22	alva	alva	PROPN
bracis-33648	278	23	-	-	PUNCT
bracis-33648	278	24	manchego	manchego	NOUN
bracis-33648	278	25	,	,	PUNCT
bracis-33648	278	26	f.	f.	PROPN
bracis-33648	278	27	,	,	PUNCT
bracis-33648	278	28	scarton	scarton	PROPN
bracis-33648	278	29	,	,	PUNCT
bracis-33648	278	30	c.	c.	NOUN
bracis-33648	278	31	,	,	PUNCT
bracis-33648	278	32	specia	specia	NOUN
bracis-33648	278	33	,	,	PUNCT
bracis-33648	278	34	l.	l.	PROPN
bracis-33648	278	35	:	:	PUNCT
bracis-33648	278	36	the	the	DET
bracis-33648	278	37	(	(	PUNCT
bracis-33648	278	38	un	un	ADJ
bracis-33648	278	39	)	)	PUNCT
bracis-33648	278	40	suitability	suitability	NOUN
bracis-33648	278	41	of	of	ADP
bracis-33648	278	42	automatic	automatic	ADJ
bracis-33648	278	43	evaluation	evaluation	NOUN
bracis-33648	278	44	metrics	metric	NOUN
bracis-33648	278	45	for	for	ADP
bracis-33648	278	46	text	text	NOUN
bracis-33648	278	47	simplification	simplification	NOUN
bracis-33648	278	48	.	.	PUNCT
bracis-33648	279	1	comput	comput	NOUN
bracis-33648	279	2	.	.	PUNCT
bracis-33648	280	1	linguist	linguist	NOUN
bracis-33648	280	2	.	.	PUNCT
bracis-33648	281	1	47(4	47(4	X
bracis-33648	281	2	)	)	PUNCT
bracis-33648	281	3	,	,	PUNCT
bracis-33648	281	4	861–889	861–889	NUM
bracis-33648	281	5	(	(	PUNCT
bracis-33648	281	6	2021	2021	NUM
bracis-33648	281	7	)	)	PUNCT
bracis-33648	281	8	article	article	NOUN
bracis-33648	281	9	  	  	SPACE
bracis-33648	281	10	google	google	PROPN
bracis-33648	281	11	scholar	scholar	NOUN
bracis-33648	281	12	  	  	SPACE
bracis-33648	281	13	alves	alve	NOUN
bracis-33648	281	14	,	,	PUNCT
bracis-33648	281	15	a.	a.	NOUN
bracis-33648	281	16	,	,	PUNCT
bracis-33648	281	17	miranda	miranda	PROPN
bracis-33648	281	18	,	,	PUNCT
bracis-33648	281	19	p.	p.	PROPN
bracis-33648	281	20	,	,	PUNCT
bracis-33648	281	21	mello	mello	PROPN
bracis-33648	281	22	,	,	PUNCT
bracis-33648	281	23	r.	r.	PROPN
bracis-33648	281	24	,	,	PUNCT
bracis-33648	281	25	nascimento	nascimento	PROPN
bracis-33648	281	26	,	,	PUNCT
bracis-33648	281	27	a.	a.	NOUN
bracis-33648	281	28	:	:	PUNCT
bracis-33648	281	29	automatic	automatic	ADJ
bracis-33648	281	30	simplification	simplification	NOUN
bracis-33648	281	31	of	of	ADP
bracis-33648	281	32	legal	legal	ADJ
bracis-33648	281	33	texts	text	NOUN
bracis-33648	281	34	in	in	ADP
bracis-33648	281	35	portuguese	portuguese	ADJ
bracis-33648	281	36	using	use	VERB
bracis-33648	281	37	machine	machine	NOUN
bracis-33648	281	38	learning	learning	NOUN
bracis-33648	281	39	.	.	PUNCT
bracis-33648	282	1	in	in	ADP
bracis-33648	282	2	:	:	PUNCT
bracis-33648	282	3	legal	legal	ADJ
bracis-33648	282	4	knowledge	knowledge	NOUN
bracis-33648	282	5	and	and	CCONJ
bracis-33648	282	6	information	information	NOUN
bracis-33648	282	7	systems	system	NOUN
bracis-33648	282	8	,	,	PUNCT
bracis-33648	282	9	pp	pp	ADJ
bracis-33648	282	10	.	.	PUNCT
bracis-33648	283	1	281–286	281–286	NUM
bracis-33648	283	2	.	.	PUNCT
bracis-33648	284	1	ios	ios	PROPN
bracis-33648	284	2	press	press	NOUN
bracis-33648	284	3	(	(	PUNCT
bracis-33648	284	4	2023	2023	NUM
bracis-33648	284	5	)	)	PUNCT
bracis-33648	284	6	google	google	PROPN
bracis-33648	284	7	scholar	scholar	NOUN
bracis-33648	284	8	  	  	SPACE
bracis-33648	284	9	candido	candido	PROPN
bracis-33648	284	10	,	,	PUNCT
bracis-33648	284	11	jr	jr	PROPN
bracis-33648	284	12	.	.	PROPN
bracis-33648	284	13	,	,	PUNCT
bracis-33648	284	14	a.	a.	PROPN
bracis-33648	284	15	,	,	PUNCT
bracis-33648	284	16	maziero	maziero	NOUN
bracis-33648	284	17	,	,	PUNCT
bracis-33648	284	18	e.g.	e.g.	ADV
bracis-33648	284	19	,	,	PUNCT
bracis-33648	284	20	specia	specia	NOUN
bracis-33648	284	21	,	,	PUNCT
bracis-33648	284	22	l.	l.	PROPN
bracis-33648	284	23	,	,	PUNCT
bracis-33648	284	24	gasperin	gasperin	NOUN
bracis-33648	284	25	,	,	PUNCT
bracis-33648	284	26	c.	c.	PROPN
bracis-33648	284	27	,	,	PUNCT
bracis-33648	284	28	pardo	pardo	PROPN
bracis-33648	284	29	,	,	PUNCT
bracis-33648	284	30	t.	t.	PROPN
bracis-33648	284	31	,	,	PUNCT
bracis-33648	284	32	aluisio	aluisio	PROPN
bracis-33648	284	33	,	,	PUNCT
bracis-33648	284	34	s.	s.	PROPN
bracis-33648	284	35	:	:	PUNCT
bracis-33648	284	36	supporting	support	VERB
bracis-33648	284	37	the	the	DET
bracis-33648	284	38	adaptation	adaptation	NOUN
bracis-33648	284	39	of	of	ADP
bracis-33648	284	40	texts	text	NOUN
bracis-33648	284	41	for	for	ADP
bracis-33648	284	42	poor	poor	ADJ
bracis-33648	284	43	literacy	literacy	NOUN
bracis-33648	284	44	readers	reader	NOUN
bracis-33648	284	45	:	:	PUNCT
bracis-33648	284	46	a	a	DET
bracis-33648	284	47	text	text	NOUN
bracis-33648	284	48	simplification	simplification	NOUN
bracis-33648	284	49	editor	editor	NOUN
bracis-33648	284	50	for	for	ADP
bracis-33648	284	51	brazilian	brazilian	ADJ
bracis-33648	284	52	portuguese	portuguese	NOUN
bracis-33648	284	53	.	.	PUNCT
bracis-33648	285	1	in	in	ADP
bracis-33648	285	2	:	:	PUNCT
bracis-33648	285	3	workshop	workshop	NOUN
bracis-33648	285	4	on	on	ADP
bracis-33648	285	5	innovative	innovative	ADJ
bracis-33648	285	6	use	use	NOUN
bracis-33648	285	7	of	of	ADP
bracis-33648	285	8	nlp	nlp	NOUN
bracis-33648	285	9	for	for	ADP
bracis-33648	285	10	building	build	VERB
bracis-33648	285	11	educational	educational	ADJ
bracis-33648	285	12	applications	application	NOUN
bracis-33648	285	13	,	,	PUNCT
bracis-33648	285	14	pp	pp	ADJ
bracis-33648	285	15	.	.	PUNCT
bracis-33648	286	1	34–42	34–42	NUM
bracis-33648	286	2	(	(	PUNCT
bracis-33648	286	3	2009	2009	NUM
bracis-33648	286	4	)	)	PUNCT
bracis-33648	286	5	google	google	PROPN
bracis-33648	286	6	scholar	scholar	NOUN
bracis-33648	286	7	  	  	SPACE
bracis-33648	286	8	carmo	carmo	PROPN
bracis-33648	286	9	,	,	PUNCT
bracis-33648	286	10	d.	d.	PROPN
bracis-33648	286	11	,	,	PUNCT
bracis-33648	286	12	piau	piau	NOUN
bracis-33648	286	13	,	,	PUNCT
bracis-33648	286	14	m.	m.	NOUN
bracis-33648	286	15	,	,	PUNCT
bracis-33648	286	16	campiotti	campiotti	PROPN
bracis-33648	286	17	,	,	PUNCT
bracis-33648	286	18	i.	i.	PROPN
bracis-33648	286	19	,	,	PUNCT
bracis-33648	286	20	nogueira	nogueira	PROPN
bracis-33648	286	21	,	,	PUNCT
bracis-33648	286	22	r.	r.	PROPN
bracis-33648	286	23	,	,	PUNCT
bracis-33648	286	24	lotufo	lotufo	PROPN
bracis-33648	286	25	,	,	PUNCT
bracis-33648	286	26	r.	r.	PROPN
bracis-33648	286	27	:	:	PUNCT
bracis-33648	286	28	ptt5	ptt5	PROPN
bracis-33648	286	29	:	:	PUNCT
bracis-33648	286	30	pretraining	pretraine	VERB
bracis-33648	286	31	and	and	CCONJ
bracis-33648	286	32	validating	validate	VERB
bracis-33648	286	33	the	the	DET
bracis-33648	286	34	t5	t5	PROPN
bracis-33648	286	35	model	model	NOUN
bracis-33648	286	36	on	on	ADP
bracis-33648	286	37	brazilian	brazilian	ADJ
bracis-33648	286	38	portuguese	portuguese	ADJ
bracis-33648	286	39	data	datum	NOUN
bracis-33648	286	40	.	.	PUNCT
bracis-33648	287	1	arxiv	arxiv	PROPN
bracis-33648	287	2	preprint	preprint	PROPN
bracis-33648	287	3	arxiv:2008.09144	arxiv:2008.09144	ADP
bracis-33648	287	4	(	(	PUNCT
bracis-33648	287	5	2020	2020	NUM
bracis-33648	287	6	)	)	PUNCT
bracis-33648	287	7	cemri	cemri	NOUN
bracis-33648	287	8	,	,	PUNCT
bracis-33648	287	9	m.	m.	NOUN
bracis-33648	287	10	,	,	PUNCT
bracis-33648	287	11	çukur	çukur	NOUN
bracis-33648	287	12	,	,	PUNCT
bracis-33648	287	13	t.	t.	PROPN
bracis-33648	287	14	,	,	PUNCT
bracis-33648	287	15	koç	koç	PROPN
bracis-33648	287	16	,	,	PUNCT
bracis-33648	287	17	a.	a.	NOUN
bracis-33648	287	18	:	:	PUNCT
bracis-33648	287	19	unsupervised	unsupervised	ADJ
bracis-33648	287	20	simplification	simplification	NOUN
bracis-33648	287	21	of	of	ADP
bracis-33648	287	22	legal	legal	ADJ
bracis-33648	287	23	texts	text	NOUN
bracis-33648	287	24	.	.	PUNCT
bracis-33648	288	1	arxiv	arxiv	PROPN
bracis-33648	288	2	preprint	preprint	VERB
bracis-33648	288	3	arxiv:2209.00557	arxiv:2209.00557	PROPN
bracis-33648	288	4	(	(	PUNCT
bracis-33648	288	5	2022	2022	NUM
bracis-33648	288	6	)	)	PUNCT
bracis-33648	289	1	chung	chung	PROPN
bracis-33648	289	2	,	,	PUNCT
bracis-33648	289	3	h.w	h.w	PROPN
bracis-33648	289	4	.	.	PROPN
bracis-33648	289	5	,	,	PUNCT
bracis-33648	289	6	et	et	PROPN
bracis-33648	289	7	al	al	PROPN
bracis-33648	289	8	.	.	PUNCT
bracis-33648	289	9	:	:	PUNCT
bracis-33648	290	1	scaling	scale	VERB
bracis-33648	290	2	instruction	instruction	NOUN
bracis-33648	290	3	-	-	PUNCT
bracis-33648	290	4	finetuned	finetune	VERB
bracis-33648	290	5	language	language	NOUN
bracis-33648	290	6	models	model	NOUN
bracis-33648	290	7	.	.	PUNCT
bracis-33648	291	1	j.	j.	PROPN
bracis-33648	291	2	mach	mach	PROPN
bracis-33648	291	3	.	.	PUNCT
bracis-33648	292	1	learn	learn	VERB
bracis-33648	292	2	.	.	PUNCT
bracis-33648	293	1	res	re	NOUN
bracis-33648	293	2	.	.	PUNCT
bracis-33648	294	1	25(70	25(70	NUM
bracis-33648	294	2	)	)	PUNCT
bracis-33648	294	3	,	,	PUNCT
bracis-33648	294	4	1–53	1–53	NOUN
bracis-33648	294	5	(	(	PUNCT
bracis-33648	294	6	2024	2024	NUM
bracis-33648	294	7	)	)	PUNCT
bracis-33648	294	8	google	google	NOUN
bracis-33648	294	9	scholar	scholar	NOUN
bracis-33648	294	10	  	  	SPACE
bracis-33648	294	11	cutts	cutt	NOUN
bracis-33648	294	12	,	,	PUNCT
bracis-33648	294	13	m.	m.	NOUN
bracis-33648	294	14	:	:	PUNCT
bracis-33648	294	15	oxford	oxford	PROPN
bracis-33648	294	16	guide	guide	VERB
bracis-33648	294	17	to	to	ADP
bracis-33648	294	18	plain	plain	VERB
bracis-33648	294	19	english	english	PROPN
bracis-33648	294	20	.	.	PUNCT
bracis-33648	295	1	oxford	oxford	PROPN
bracis-33648	295	2	university	university	PROPN
bracis-33648	295	3	press	press	NOUN
bracis-33648	295	4	(	(	PUNCT
bracis-33648	295	5	2013	2013	NUM
bracis-33648	295	6	)	)	PUNCT
bracis-33648	295	7	google	google	PROPN
bracis-33648	295	8	scholar	scholar	NOUN
bracis-33648	295	9	  	  	SPACE
bracis-33648	295	10	ferrés	ferrés	NOUN
bracis-33648	295	11	,	,	PUNCT
bracis-33648	295	12	d.	d.	PROPN
bracis-33648	295	13	,	,	PUNCT
bracis-33648	295	14	saggion	saggion	PROPN
bracis-33648	295	15	,	,	PUNCT
bracis-33648	295	16	h.	h.	PROPN
bracis-33648	295	17	,	,	PUNCT
bracis-33648	295	18	guinovart	guinovart	PROPN
bracis-33648	295	19	,	,	PUNCT
bracis-33648	295	20	x.g	x.g	PROPN
bracis-33648	295	21	.	.	PROPN
bracis-33648	295	22	:	:	PUNCT
bracis-33648	296	1	an	an	DET
bracis-33648	296	2	adaptable	adaptable	ADJ
bracis-33648	296	3	lexical	lexical	ADJ
bracis-33648	296	4	simplification	simplification	NOUN
bracis-33648	296	5	architecture	architecture	NOUN
bracis-33648	296	6	for	for	ADP
bracis-33648	296	7	major	major	ADJ
bracis-33648	296	8	ibero	ibero	NOUN
bracis-33648	296	9	-	-	PUNCT
bracis-33648	296	10	romance	romance	NOUN
bracis-33648	296	11	languages	language	NOUN
bracis-33648	296	12	.	.	PUNCT
bracis-33648	297	1	in	in	ADP
bracis-33648	297	2	:	:	PUNCT
bracis-33648	297	3	workshop	workshop	NOUN
bracis-33648	297	4	on	on	ADP
bracis-33648	297	5	building	build	VERB
bracis-33648	297	6	linguistically	linguistically	ADV
bracis-33648	297	7	generalizable	generalizable	ADJ
bracis-33648	297	8	nlp	nlp	NOUN
bracis-33648	297	9	systems	system	NOUN
bracis-33648	297	10	,	,	PUNCT
bracis-33648	297	11	pp	pp	ADV
bracis-33648	297	12	.	.	PUNCT
bracis-33648	298	1	40–47	40–47	NUM
bracis-33648	298	2	(	(	PUNCT
bracis-33648	298	3	2017	2017	NUM
bracis-33648	298	4	)	)	PUNCT
bracis-33648	298	5	google	google	NOUN
bracis-33648	298	6	scholar	scholar	NOUN
bracis-33648	298	7	  	  	SPACE
bracis-33648	298	8	finatto	finatto	ADJ
bracis-33648	298	9	,	,	PUNCT
bracis-33648	298	10	m.j.b	m.j.b	NOUN
bracis-33648	298	11	.	.	PUNCT
bracis-33648	298	12	,	,	PUNCT
bracis-33648	298	13	macohin	macohin	PROPN
bracis-33648	298	14	,	,	PUNCT
bracis-33648	298	15	a.	a.	NOUN
bracis-33648	298	16	:	:	PUNCT
bracis-33648	299	1	pln	pln	PROPN
bracis-33648	299	2	no	no	DET
bracis-33648	299	3	direito	direito	PROPN
bracis-33648	299	4	:	:	PUNCT
bracis-33648	299	5	perspectivas	perspectivas	PROPN
bracis-33648	299	6	e	e	PROPN
bracis-33648	299	7	desafios	desafio	NOUN
bracis-33648	299	8	com	com	X
bracis-33648	299	9	textos	textos	PROPN
bracis-33648	299	10	jurídicos	jurídicos	PROPN
bracis-33648	299	11	e	e	PROPN
bracis-33648	299	12	legais	legais	PROPN
bracis-33648	299	13	.	.	PUNCT
bracis-33648	300	1	in	in	ADP
bracis-33648	300	2	:	:	PUNCT
bracis-33648	300	3	caseli	caseli	ADJ
bracis-33648	300	4	,	,	PUNCT
bracis-33648	300	5	h.m	h.m	PROPN
bracis-33648	300	6	.	.	PROPN
bracis-33648	300	7	,	,	PUNCT
bracis-33648	300	8	nunes	nunes	PROPN
bracis-33648	300	9	,	,	PUNCT
bracis-33648	300	10	m.g.v	m.g.v	NOUN
bracis-33648	300	11	.	.	PUNCT
bracis-33648	300	12	(	(	PUNCT
bracis-33648	300	13	eds	ed	NOUN
bracis-33648	300	14	.	.	PUNCT
bracis-33648	300	15	)	)	PUNCT
bracis-33648	301	1	processamento	processamento	ADP
bracis-33648	301	2	de	de	X
bracis-33648	301	3	linguagem	linguagem	X
bracis-33648	301	4	natural	natural	ADJ
bracis-33648	301	5	:	:	PUNCT
bracis-33648	301	6	conceitos	conceito	NOUN
bracis-33648	301	7	,	,	PUNCT
bracis-33648	301	8	técnicas	técnicas	NOUN
bracis-33648	301	9	e	e	PROPN
bracis-33648	301	10	aplicações	aplicações	VERB
bracis-33648	301	11	em	em	PRON
bracis-33648	301	12	português	português	NOUN
bracis-33648	301	13	,	,	PUNCT
bracis-33648	301	14	chap	chap	PROPN
bracis-33648	301	15	.	.	PUNCT
bracis-33648	301	16	 	 	SPACE
bracis-33648	302	1	26	26	NUM
bracis-33648	302	2	,	,	PUNCT
bracis-33648	302	3	2nd	2nd	ADJ
bracis-33648	302	4	edn	edn	NOUN
bracis-33648	302	5	.	.	PUNCT
bracis-33648	303	1	bpln	bpln	NOUN
bracis-33648	303	2	(	(	PUNCT
bracis-33648	303	3	2024	2024	NUM
bracis-33648	303	4	)	)	PUNCT
bracis-33648	303	5	google	google	NOUN
bracis-33648	303	6	scholar	scholar	NOUN
bracis-33648	303	7	  	  	SPACE
bracis-33648	303	8	garimella	garimella	NOUN
bracis-33648	303	9	,	,	PUNCT
bracis-33648	303	10	a.	a.	NOUN
bracis-33648	303	11	,	,	PUNCT
bracis-33648	303	12	sancheti	sancheti	PROPN
bracis-33648	303	13	,	,	PUNCT
bracis-33648	303	14	a.	a.	NOUN
bracis-33648	303	15	,	,	PUNCT
bracis-33648	303	16	aggarwal	aggarwal	NOUN
bracis-33648	303	17	,	,	PUNCT
bracis-33648	303	18	v.	v.	PROPN
bracis-33648	303	19	,	,	PUNCT
bracis-33648	303	20	ganesh	ganesh	PROPN
bracis-33648	303	21	,	,	PUNCT
bracis-33648	303	22	a.	a.	PROPN
bracis-33648	303	23	,	,	PUNCT
bracis-33648	303	24	chhaya	chhaya	PROPN
bracis-33648	303	25	,	,	PUNCT
bracis-33648	303	26	n.	n.	NOUN
bracis-33648	303	27	,	,	PUNCT
bracis-33648	303	28	kambhatla	kambhatla	NOUN
bracis-33648	303	29	,	,	PUNCT
bracis-33648	303	30	n.	n.	NOUN
bracis-33648	303	31	:	:	PUNCT
bracis-33648	303	32	text	text	NOUN
bracis-33648	303	33	simplification	simplification	NOUN
bracis-33648	303	34	for	for	ADP
bracis-33648	303	35	legal	legal	ADJ
bracis-33648	303	36	domain	domain	NOUN
bracis-33648	303	37	:	:	PUNCT
bracis-33648	303	38	insights	insight	NOUN
bracis-33648	303	39	and	and	CCONJ
bracis-33648	303	40	challenges	challenge	NOUN
bracis-33648	303	41	.	.	PUNCT
bracis-33648	304	1	in	in	ADP
bracis-33648	304	2	:	:	PUNCT
bracis-33648	304	3	aletras	aletras	PROPN
bracis-33648	304	4	,	,	PUNCT
bracis-33648	304	5	n.	n.	NOUN
bracis-33648	304	6	,	,	PUNCT
bracis-33648	304	7	chalkidis	chalkidis	PROPN
bracis-33648	304	8	,	,	PUNCT
bracis-33648	304	9	i.	i.	PROPN
bracis-33648	304	10	,	,	PUNCT
bracis-33648	304	11	barrett	barrett	PROPN
bracis-33648	304	12	,	,	PUNCT
bracis-33648	304	13	l.	l.	PROPN
bracis-33648	304	14	,	,	PUNCT
bracis-33648	304	15	goantă	goantă	PROPN
bracis-33648	304	16	,	,	PUNCT
bracis-33648	304	17	c.	c.	NOUN
bracis-33648	304	18	,	,	PUNCT
bracis-33648	304	19	preotiuc	preotiuc	NOUN
bracis-33648	304	20	-	-	PUNCT
bracis-33648	304	21	pietro	pietro	NOUN
bracis-33648	304	22	,	,	PUNCT
bracis-33648	304	23	d.	d.	PROPN
bracis-33648	304	24	(	(	PUNCT
bracis-33648	304	25	eds	eds	PROPN
bracis-33648	304	26	.	.	PUNCT
bracis-33648	304	27	)	)	PUNCT
bracis-33648	304	28	natural	natural	ADJ
bracis-33648	304	29	legal	legal	ADJ
bracis-33648	304	30	language	language	NOUN
bracis-33648	304	31	processing	processing	NOUN
bracis-33648	304	32	workshop	workshop	NOUN
bracis-33648	304	33	2022	2022	NUM
bracis-33648	304	34	,	,	PUNCT
bracis-33648	304	35	pp	pp	ADJ
bracis-33648	304	36	.	.	PUNCT
bracis-33648	305	1	296–304	296–304	NUM
bracis-33648	305	2	(	(	PUNCT
bracis-33648	305	3	2022	2022	NUM
bracis-33648	305	4	)	)	PUNCT
bracis-33648	305	5	google	google	PROPN
bracis-33648	305	6	scholar	scholar	NOUN
bracis-33648	305	7	  	  	SPACE
bracis-33648	305	8	hartmann	hartmann	PROPN
bracis-33648	305	9	,	,	PUNCT
bracis-33648	305	10	n.s	n.s	PROPN
bracis-33648	305	11	.	.	PROPN
bracis-33648	305	12	,	,	PUNCT
bracis-33648	305	13	aluísio	aluísio	PROPN
bracis-33648	305	14	,	,	PUNCT
bracis-33648	305	15	s.m	s.m	PROPN
bracis-33648	305	16	.	.	PROPN
bracis-33648	305	17	:	:	PUNCT
bracis-33648	306	1	adaptação	adaptação	PROPN
bracis-33648	306	2	lexical	lexical	PROPN
bracis-33648	306	3	automática	automática	PROPN
bracis-33648	306	4	em	em	PRON
bracis-33648	306	5	textos	textos	ADJ
bracis-33648	306	6	informativos	informativos	NOUN
bracis-33648	306	7	do	do	AUX
bracis-33648	306	8	português	português	PROPN
bracis-33648	306	9	brasileiro	brasileiro	PROPN
bracis-33648	306	10	para	para	PROPN
bracis-33648	307	1	o	o	PROPN
bracis-33648	307	2	ensino	ensino	PROPN
bracis-33648	307	3	fundamental	fundamental	ADJ
bracis-33648	307	4	.	.	PUNCT
bracis-33648	308	1	linguamática	linguamática	NOUN
bracis-33648	308	2	12(2	12(2	NUM
bracis-33648	308	3	)	)	PUNCT
bracis-33648	308	4	,	,	PUNCT
bracis-33648	308	5	3–27	3–27	PROPN
bracis-33648	308	6	(	(	PUNCT
bracis-33648	308	7	2020	2020	NUM
bracis-33648	308	8	)	)	PUNCT
bracis-33648	308	9	google	google	PROPN
bracis-33648	308	10	scholar	scholar	NOUN
bracis-33648	308	11	  	  	SPACE
bracis-33648	308	12	kew	kew	PROPN
bracis-33648	308	13	,	,	PUNCT
bracis-33648	308	14	t.	t.	PROPN
bracis-33648	308	15	,	,	PUNCT
bracis-33648	308	16	et	et	PROPN
bracis-33648	308	17	al	al	PROPN
bracis-33648	308	18	.	.	PROPN
bracis-33648	308	19	:	:	PUNCT
bracis-33648	309	1	bless	bless	VERB
bracis-33648	309	2	:	:	PUNCT
bracis-33648	309	3	benchmarking	benchmarke	VERB
bracis-33648	309	4	large	large	ADJ
bracis-33648	309	5	language	language	NOUN
bracis-33648	309	6	models	model	NOUN
bracis-33648	309	7	on	on	ADP
bracis-33648	309	8	sentence	sentence	NOUN
bracis-33648	309	9	simplification	simplification	NOUN
bracis-33648	309	10	.	.	PUNCT
bracis-33648	310	1	in	in	ADP
bracis-33648	310	2	:	:	PUNCT
bracis-33648	310	3	the	the	DET
bracis-33648	310	4	2023	2023	NUM
bracis-33648	310	5	conference	conference	NOUN
bracis-33648	310	6	on	on	ADP
bracis-33648	310	7	empirical	empirical	ADJ
bracis-33648	310	8	methods	method	NOUN
bracis-33648	310	9	in	in	ADP
bracis-33648	310	10	natural	natural	ADJ
bracis-33648	310	11	language	language	NOUN
bracis-33648	310	12	processing	processing	NOUN
bracis-33648	310	13	(	(	PUNCT
bracis-33648	310	14	2023	2023	NUM
bracis-33648	310	15	)	)	PUNCT
bracis-33648	310	16	google	google	NOUN
bracis-33648	310	17	scholar	scholar	NOUN
bracis-33648	310	18	  	  	SPACE
bracis-33648	310	19	leal	leal	NOUN
bracis-33648	310	20	,	,	PUNCT
bracis-33648	310	21	s.e	s.e	PROPN
bracis-33648	310	22	.	.	PROPN
bracis-33648	310	23	,	,	PUNCT
bracis-33648	310	24	duran	duran	PROPN
bracis-33648	310	25	,	,	PUNCT
bracis-33648	310	26	m.s	m.s	PROPN
bracis-33648	310	27	.	.	PROPN
bracis-33648	310	28	,	,	PUNCT
bracis-33648	310	29	aluísio	aluísio	PROPN
bracis-33648	310	30	,	,	PUNCT
bracis-33648	310	31	s.	s.	PROPN
bracis-33648	310	32	:	:	PUNCT
bracis-33648	310	33	a	a	DET
bracis-33648	310	34	nontrivial	nontrivial	ADJ
bracis-33648	310	35	sentence	sentence	NOUN
bracis-33648	310	36	corpus	corpus	NOUN
bracis-33648	310	37	for	for	ADP
bracis-33648	310	38	the	the	DET
bracis-33648	310	39	task	task	NOUN
bracis-33648	310	40	of	of	ADP
bracis-33648	310	41	sentence	sentence	NOUN
bracis-33648	310	42	readability	readability	NOUN
bracis-33648	310	43	assessment	assessment	NOUN
bracis-33648	310	44	in	in	ADP
bracis-33648	310	45	portuguese	portuguese	PROPN
bracis-33648	310	46	.	.	PUNCT
bracis-33648	311	1	in	in	ADP
bracis-33648	311	2	:	:	PUNCT
bracis-33648	311	3	international	international	ADJ
bracis-33648	311	4	conference	conference	NOUN
bracis-33648	311	5	on	on	ADP
bracis-33648	311	6	computational	computational	ADJ
bracis-33648	311	7	linguistics	linguistic	NOUN
bracis-33648	311	8	,	,	PUNCT
bracis-33648	311	9	pp	pp	ADJ
bracis-33648	311	10	.	.	PUNCT
bracis-33648	312	1	401–413	401–413	NUM
bracis-33648	312	2	(	(	PUNCT
bracis-33648	312	3	2018	2018	NUM
bracis-33648	312	4	)	)	PUNCT
bracis-33648	312	5	google	google	PROPN
bracis-33648	312	6	scholar	scholar	NOUN
bracis-33648	312	7	  	  	SPACE
bracis-33648	312	8	martin	martin	PROPN
bracis-33648	312	9	,	,	PUNCT
bracis-33648	312	10	l.	l.	PROPN
bracis-33648	312	11	,	,	PUNCT
bracis-33648	312	12	fan	fan	PROPN
bracis-33648	312	13	,	,	PUNCT
bracis-33648	312	14	a.	a.	NOUN
bracis-33648	312	15	,	,	PUNCT
bracis-33648	312	16	de	de	NOUN
bracis-33648	312	17	 	 	SPACE
bracis-33648	312	18	la	la	X
bracis-33648	312	19	clergerie	clergerie	PROPN
bracis-33648	312	20	,	,	PUNCT
bracis-33648	312	21	é	é	PROPN
bracis-33648	312	22	.	.	PROPN
bracis-33648	312	23	,	,	PUNCT
bracis-33648	312	24	bordes	borde	NOUN
bracis-33648	312	25	,	,	PUNCT
bracis-33648	312	26	a.	a.	NOUN
bracis-33648	312	27	,	,	PUNCT
bracis-33648	312	28	sagot	sagot	PROPN
bracis-33648	312	29	,	,	PUNCT
bracis-33648	312	30	b.	b.	PROPN
bracis-33648	312	31	:	:	PUNCT
bracis-33648	312	32	muss	muss	ADJ
bracis-33648	312	33	:	:	PUNCT
bracis-33648	312	34	multilingual	multilingual	ADJ
bracis-33648	312	35	unsupervised	unsupervised	ADJ
bracis-33648	312	36	sentence	sentence	NOUN
bracis-33648	312	37	simplification	simplification	NOUN
bracis-33648	312	38	by	by	ADP
bracis-33648	312	39	mining	mining	NOUN
bracis-33648	312	40	paraphrases	paraphrase	NOUN
bracis-33648	312	41	.	.	PUNCT
bracis-33648	313	1	in	in	ADP
bracis-33648	313	2	:	:	PUNCT
bracis-33648	313	3	calzolari	calzolari	PROPN
bracis-33648	313	4	,	,	PUNCT
bracis-33648	313	5	n.	n.	PROPN
bracis-33648	313	6	,	,	PUNCT
bracis-33648	313	7	et	et	PROPN
bracis-33648	313	8	al	al	PROPN
bracis-33648	313	9	.	.	PUNCT
bracis-33648	314	1	(	(	PUNCT
bracis-33648	314	2	eds	ed	NOUN
bracis-33648	314	3	.	.	PUNCT
bracis-33648	314	4	)	)	PUNCT
bracis-33648	315	1	language	language	NOUN
bracis-33648	315	2	resources	resource	NOUN
bracis-33648	315	3	and	and	CCONJ
bracis-33648	315	4	evaluation	evaluation	NOUN
bracis-33648	315	5	conference	conference	NOUN
bracis-33648	315	6	,	,	PUNCT
bracis-33648	315	7	pp	pp	X
bracis-33648	315	8	.	.	PUNCT
bracis-33648	316	1	1651–1664	1651–1664	NUM
bracis-33648	316	2	(	(	PUNCT
bracis-33648	316	3	2022	2022	NUM
bracis-33648	316	4	)	)	PUNCT
bracis-33648	316	5	google	google	PROPN
bracis-33648	316	6	scholar	scholar	NOUN
bracis-33648	316	7	  	  	SPACE
bracis-33648	316	8	north	north	NOUN
bracis-33648	316	9	,	,	PUNCT
bracis-33648	316	10	k.	k.	PROPN
bracis-33648	316	11	,	,	PUNCT
bracis-33648	316	12	zampieri	zampieri	PROPN
bracis-33648	316	13	,	,	PUNCT
bracis-33648	316	14	m.	m.	NOUN
bracis-33648	316	15	,	,	PUNCT
bracis-33648	316	16	ranasinghe	ranasinghe	NOUN
bracis-33648	316	17	,	,	PUNCT
bracis-33648	316	18	t.	t.	PROPN
bracis-33648	316	19	:	:	PUNCT
bracis-33648	316	20	alexsis	alexsis	NOUN
bracis-33648	316	21	-	-	PUNCT
bracis-33648	316	22	pt	pt	NOUN
bracis-33648	316	23	:	:	PUNCT
bracis-33648	316	24	a	a	DET
bracis-33648	316	25	new	new	ADJ
bracis-33648	316	26	resource	resource	NOUN
bracis-33648	316	27	for	for	ADP
bracis-33648	316	28	portuguese	portuguese	ADJ
bracis-33648	316	29	lexical	lexical	ADJ
bracis-33648	316	30	simplification	simplification	NOUN
bracis-33648	316	31	.	.	PUNCT
bracis-33648	317	1	arxiv	arxiv	PROPN
bracis-33648	317	2	preprint	preprint	VERB
bracis-33648	317	3	arxiv:2209.09034	arxiv:2209.09034	NUM
bracis-33648	317	4	(	(	PUNCT
bracis-33648	317	5	2022	2022	NUM
bracis-33648	317	6	)	)	PUNCT
bracis-33648	317	7	papineni	papineni	NOUN
bracis-33648	317	8	,	,	PUNCT
bracis-33648	317	9	k.	k.	PROPN
bracis-33648	317	10	,	,	PUNCT
bracis-33648	317	11	roukos	roukos	ADJ
bracis-33648	317	12	,	,	PUNCT
bracis-33648	317	13	s.	s.	PROPN
bracis-33648	317	14	,	,	PUNCT
bracis-33648	317	15	ward	ward	NOUN
bracis-33648	317	16	,	,	PUNCT
bracis-33648	317	17	t.	t.	PROPN
bracis-33648	317	18	,	,	PUNCT
bracis-33648	317	19	zhu	zhu	PROPN
bracis-33648	317	20	,	,	PUNCT
bracis-33648	317	21	w.j	w.j	PROPN
bracis-33648	317	22	.	.	PROPN
bracis-33648	317	23	:	:	PUNCT
bracis-33648	318	1	bleu	bleu	NOUN
bracis-33648	318	2	:	:	PUNCT
bracis-33648	318	3	a	a	DET
bracis-33648	318	4	method	method	NOUN
bracis-33648	318	5	for	for	ADP
bracis-33648	318	6	automatic	automatic	ADJ
bracis-33648	318	7	evaluation	evaluation	NOUN
bracis-33648	318	8	of	of	ADP
bracis-33648	318	9	machine	machine	NOUN
bracis-33648	318	10	translation	translation	NOUN
bracis-33648	318	11	.	.	PUNCT
bracis-33648	319	1	in	in	ADP
bracis-33648	319	2	:	:	PUNCT
bracis-33648	319	3	annual	annual	ADJ
bracis-33648	319	4	meeting	meeting	NOUN
bracis-33648	319	5	of	of	ADP
bracis-33648	319	6	the	the	DET
bracis-33648	319	7	association	association	NOUN
bracis-33648	319	8	for	for	ADP
bracis-33648	319	9	computational	computational	ADJ
bracis-33648	319	10	linguistics	linguistic	NOUN
bracis-33648	319	11	,	,	PUNCT
bracis-33648	319	12	pp	pp	ADJ
bracis-33648	319	13	.	.	PUNCT
bracis-33648	320	1	311–318	311–318	NUM
bracis-33648	320	2	(	(	PUNCT
bracis-33648	320	3	2002	2002	NUM
bracis-33648	320	4	)	)	PUNCT
bracis-33648	320	5	google	google	PROPN
bracis-33648	320	6	scholar	scholar	NOUN
bracis-33648	320	7	  	  	SPACE
bracis-33648	320	8	pena	pena	NOUN
bracis-33648	320	9	,	,	PUNCT
bracis-33648	320	10	t.m.g	t.m.g	ADJ
bracis-33648	320	11	.	.	PUNCT
bracis-33648	320	12	:	:	PUNCT
bracis-33648	321	1	a	a	DET
bracis-33648	321	2	simplificação	simplificação	PROPN
bracis-33648	321	3	da	da	PROPN
bracis-33648	321	4	linguagem	linguagem	PROPN
bracis-33648	321	5	jurídica	jurídica	PROPN
bracis-33648	321	6	como	como	PROPN
bracis-33648	321	7	fator	fator	PROPN
bracis-33648	321	8	de	de	X
bracis-33648	321	9	democratização	democratização	PROPN
bracis-33648	321	10	do	do	AUX
bracis-33648	321	11	direito	direito	PROPN
bracis-33648	321	12	e	e	PROPN
bracis-33648	321	13	inclusão	inclusão	PROPN
bracis-33648	321	14	social	social	ADJ
bracis-33648	321	15	.	.	PUNCT
bracis-33648	322	1	revista	revista	PROPN
bracis-33648	322	2	do	do	VERB
bracis-33648	322	3	tribunal	tribunal	PROPN
bracis-33648	322	4	regional	regional	ADJ
bracis-33648	322	5	do	do	AUX
bracis-33648	322	6	trabalho	trabalho	PROPN
bracis-33648	322	7	da	da	PROPN
bracis-33648	322	8	24\(^{\underline{a}}\	24\(^{\underline{a}}\	PROPN
bracis-33648	322	9	)	)	PUNCT
bracis-33648	322	10	região	região	NOUN
bracis-33648	322	11	(	(	PUNCT
bracis-33648	322	12	5	5	NUM
bracis-33648	322	13	)	)	PUNCT
bracis-33648	322	14	,	,	PUNCT
bracis-33648	322	15	109–129	109–129	NUM
bracis-33648	322	16	(	(	PUNCT
bracis-33648	322	17	2020	2020	NUM
bracis-33648	322	18	)	)	PUNCT
bracis-33648	322	19	google	google	PROPN
bracis-33648	322	20	scholar	scholar	NOUN
bracis-33648	322	21	  	  	SPACE
bracis-33648	322	22	polo	polo	NOUN
bracis-33648	322	23	,	,	PUNCT
bracis-33648	322	24	f.m	f.m	PROPN
bracis-33648	322	25	.	.	PROPN
bracis-33648	322	26	,	,	PUNCT
bracis-33648	322	27	et	et	PROPN
bracis-33648	322	28	al	al	PROPN
bracis-33648	322	29	.	.	PROPN
bracis-33648	322	30	:	:	PUNCT
bracis-33648	322	31	legalnlp	legalnlp	ADJ
bracis-33648	322	32	-	-	PUNCT
bracis-33648	322	33	natural	natural	ADJ
bracis-33648	322	34	language	language	NOUN
bracis-33648	322	35	processing	processing	NOUN
bracis-33648	322	36	methods	method	NOUN
bracis-33648	322	37	for	for	ADP
bracis-33648	322	38	the	the	DET
bracis-33648	322	39	brazilian	brazilian	ADJ
bracis-33648	322	40	legal	legal	ADJ
bracis-33648	322	41	language	language	NOUN
bracis-33648	322	42	.	.	PUNCT
bracis-33648	323	1	in	in	ADP
bracis-33648	323	2	:	:	PUNCT
bracis-33648	323	3	anais	anais	PROPN
bracis-33648	323	4	do	do	VERB
bracis-33648	323	5	xviii	xviii	X
bracis-33648	323	6	encontro	encontro	ADJ
bracis-33648	323	7	nacional	nacional	ADJ
bracis-33648	323	8	de	de	X
bracis-33648	323	9	inteligência	inteligência	PROPN
bracis-33648	323	10	artificial	artificial	PROPN
bracis-33648	323	11	e	e	NOUN
bracis-33648	323	12	computacional	computacional	NOUN
bracis-33648	323	13	,	,	PUNCT
bracis-33648	323	14	pp	pp	ADJ
bracis-33648	323	15	.	.	PUNCT
bracis-33648	324	1	763–774	763–774	NUM
bracis-33648	324	2	(	(	PUNCT
bracis-33648	324	3	2021	2021	NUM
bracis-33648	324	4	)	)	PUNCT
bracis-33648	324	5	google	google	NOUN
bracis-33648	324	6	scholar	scholar	NOUN
bracis-33648	324	7	  	  	SPACE
bracis-33648	324	8	raffel	raffel	NOUN
bracis-33648	324	9	,	,	PUNCT
bracis-33648	324	10	c.	c.	PROPN
bracis-33648	324	11	,	,	PUNCT
bracis-33648	324	12	et	et	PROPN
bracis-33648	324	13	al	al	PROPN
bracis-33648	324	14	.	.	PROPN
bracis-33648	324	15	:	:	PUNCT
bracis-33648	325	1	exploring	explore	VERB
bracis-33648	325	2	the	the	DET
bracis-33648	325	3	limits	limit	NOUN
bracis-33648	325	4	of	of	ADP
bracis-33648	325	5	transfer	transfer	NOUN
bracis-33648	325	6	learning	learn	VERB
bracis-33648	325	7	with	with	ADP
bracis-33648	325	8	a	a	DET
bracis-33648	325	9	unified	unified	ADJ
bracis-33648	325	10	text	text	NOUN
bracis-33648	325	11	-	-	PUNCT
bracis-33648	325	12	to	to	ADP
bracis-33648	325	13	-	-	PUNCT
bracis-33648	325	14	text	text	NOUN
bracis-33648	325	15	transformer	transformer	NOUN
bracis-33648	325	16	.	.	PUNCT
bracis-33648	326	1	j.	j.	PROPN
bracis-33648	326	2	mach	mach	PROPN
bracis-33648	326	3	.	.	PUNCT
bracis-33648	327	1	learn	learn	VERB
bracis-33648	327	2	.	.	PUNCT
bracis-33648	328	1	res	re	NOUN
bracis-33648	328	2	.	.	PROPN
bracis-33648	329	1	21(140	21(140	NUM
bracis-33648	329	2	)	)	PUNCT
bracis-33648	330	1	,	,	PUNCT
bracis-33648	330	2	1–67	1–67	PROPN
bracis-33648	330	3	(	(	PUNCT
bracis-33648	330	4	2020	2020	NUM
bracis-33648	330	5	)	)	PUNCT
bracis-33648	330	6	google	google	PROPN
bracis-33648	330	7	scholar	scholar	NOUN
bracis-33648	330	8	  	  	SPACE
bracis-33648	330	9	sulem	sulem	NOUN
bracis-33648	330	10	,	,	PUNCT
bracis-33648	330	11	e.	e.	PROPN
bracis-33648	330	12	,	,	PUNCT
bracis-33648	330	13	abend	abend	NOUN
bracis-33648	330	14	,	,	PUNCT
bracis-33648	330	15	o.	o.	PROPN
bracis-33648	330	16	,	,	PUNCT
bracis-33648	330	17	rappoport	rappoport	NOUN
bracis-33648	330	18	,	,	PUNCT
bracis-33648	330	19	a.	a.	NOUN
bracis-33648	330	20	:	:	PUNCT
bracis-33648	330	21	semantic	semantic	ADJ
bracis-33648	330	22	structural	structural	ADJ
bracis-33648	330	23	evaluation	evaluation	NOUN
bracis-33648	330	24	for	for	ADP
bracis-33648	330	25	text	text	NOUN
bracis-33648	330	26	simplification	simplification	NOUN
bracis-33648	330	27	.	.	PUNCT
bracis-33648	331	1	in	in	ADP
bracis-33648	331	2	:	:	PUNCT
bracis-33648	331	3	conference	conference	NOUN
bracis-33648	331	4	of	of	ADP
bracis-33648	331	5	the	the	DET
bracis-33648	331	6	north	north	ADJ
bracis-33648	331	7	american	american	ADJ
bracis-33648	331	8	chapter	chapter	NOUN
bracis-33648	331	9	of	of	ADP
bracis-33648	331	10	the	the	DET
bracis-33648	331	11	association	association	NOUN
bracis-33648	331	12	for	for	ADP
bracis-33648	331	13	computational	computational	ADJ
bracis-33648	331	14	linguistics	linguistic	NOUN
bracis-33648	331	15	:	:	PUNCT
bracis-33648	331	16	human	human	ADJ
bracis-33648	331	17	language	language	NOUN
bracis-33648	331	18	technologies	technology	NOUN
bracis-33648	331	19	,	,	PUNCT
bracis-33648	331	20	vol	vol	NOUN
bracis-33648	331	21	.	.	PROPN
bracis-33648	331	22	1	1	NUM
bracis-33648	331	23	(	(	PUNCT
bracis-33648	331	24	long	long	ADJ
bracis-33648	331	25	papers	paper	NOUN
bracis-33648	331	26	)	)	PUNCT
bracis-33648	331	27	,	,	PUNCT
bracis-33648	331	28	pp	pp	ADP
bracis-33648	331	29	.	.	PUNCT
bracis-33648	332	1	685–696	685–696	NUM
bracis-33648	332	2	(	(	PUNCT
bracis-33648	332	3	2018	2018	NUM
bracis-33648	332	4	)	)	PUNCT
bracis-33648	332	5	google	google	NOUN
bracis-33648	332	6	scholar	scholar	NOUN
bracis-33648	332	7	  	  	SPACE
bracis-33648	332	8	tanprasert	tanprasert	NOUN
bracis-33648	332	9	,	,	PUNCT
bracis-33648	332	10	t.	t.	PROPN
bracis-33648	332	11	,	,	PUNCT
bracis-33648	332	12	kauchak	kauchak	PROPN
bracis-33648	332	13	,	,	PUNCT
bracis-33648	332	14	d.	d.	PROPN
bracis-33648	332	15	:	:	PUNCT
bracis-33648	332	16	flesch	flesch	PROPN
bracis-33648	332	17	-	-	PUNCT
bracis-33648	332	18	kincaid	kincaid	PROPN
bracis-33648	332	19	is	be	AUX
bracis-33648	332	20	not	not	PART
bracis-33648	332	21	a	a	DET
bracis-33648	332	22	text	text	NOUN
bracis-33648	332	23	simplification	simplification	NOUN
bracis-33648	332	24	evaluation	evaluation	NOUN
bracis-33648	332	25	metric	metric	NOUN
bracis-33648	332	26	.	.	PUNCT
bracis-33648	333	1	in	in	ADP
bracis-33648	333	2	:	:	PUNCT
bracis-33648	333	3	workshop	workshop	NOUN
bracis-33648	333	4	on	on	ADP
bracis-33648	333	5	natural	natural	ADJ
bracis-33648	333	6	language	language	NOUN
bracis-33648	333	7	generation	generation	NOUN
bracis-33648	333	8	,	,	PUNCT
bracis-33648	333	9	evaluation	evaluation	NOUN
bracis-33648	333	10	,	,	PUNCT
bracis-33648	333	11	and	and	CCONJ
bracis-33648	333	12	metrics	metric	NOUN
bracis-33648	333	13	(	(	PUNCT
bracis-33648	333	14	gem	gem	NOUN
bracis-33648	333	15	2021	2021	NUM
bracis-33648	333	16	)	)	PUNCT
bracis-33648	333	17	,	,	PUNCT
bracis-33648	333	18	pp	pp	ADP
bracis-33648	333	19	.	.	PUNCT
bracis-33648	334	1	1–14	1–14	PROPN
bracis-33648	334	2	(	(	PUNCT
bracis-33648	334	3	2021	2021	NUM
bracis-33648	334	4	)	)	PUNCT
bracis-33648	334	5	google	google	NOUN
bracis-33648	334	6	scholar	scholar	NOUN
bracis-33648	334	7	  	  	SPACE
bracis-33648	334	8	viegas	viegas	NOUN
bracis-33648	334	9	,	,	PUNCT
bracis-33648	334	10	c.f	c.f	PROPN
bracis-33648	334	11	.	.	PROPN
bracis-33648	334	12	,	,	PUNCT
bracis-33648	334	13	costa	costa	PROPN
bracis-33648	334	14	,	,	PUNCT
bracis-33648	334	15	b.c	b.c	PROPN
bracis-33648	334	16	.	.	PROPN
bracis-33648	334	17	,	,	PUNCT
bracis-33648	334	18	ishii	ishii	PROPN
bracis-33648	334	19	,	,	PUNCT
bracis-33648	334	20	r.p	r.p	PROPN
bracis-33648	334	21	.	.	PROPN
bracis-33648	334	22	:	:	PUNCT
bracis-33648	335	1	jurisbert	jurisbert	PROPN
bracis-33648	335	2	:	:	PUNCT
bracis-33648	335	3	a	a	DET
bracis-33648	335	4	new	new	ADJ
bracis-33648	335	5	approach	approach	NOUN
bracis-33648	335	6	that	that	PRON
bracis-33648	335	7	converts	convert	VERB
bracis-33648	335	8	a	a	DET
bracis-33648	335	9	classification	classification	NOUN
bracis-33648	335	10	corpus	corpus	NOUN
bracis-33648	335	11	into	into	ADP
bracis-33648	335	12	an	an	DET
bracis-33648	335	13	sts	st	NOUN
bracis-33648	335	14	one	one	NUM
bracis-33648	335	15	.	.	PUNCT
bracis-33648	336	1	in	in	ADP
bracis-33648	336	2	:	:	PUNCT
bracis-33648	336	3	international	international	ADJ
bracis-33648	336	4	conference	conference	NOUN
bracis-33648	336	5	on	on	ADP
bracis-33648	336	6	computational	computational	ADJ
bracis-33648	336	7	science	science	NOUN
bracis-33648	336	8	and	and	CCONJ
bracis-33648	336	9	its	its	PRON
bracis-33648	336	10	applications	application	NOUN
bracis-33648	336	11	,	,	PUNCT
bracis-33648	336	12	pp	pp	ADJ
bracis-33648	336	13	.	.	PUNCT
bracis-33648	337	1	349–365	349–365	NUM
bracis-33648	337	2	.	.	PUNCT
bracis-33648	337	3	springer	springer	NOUN
bracis-33648	337	4	(	(	PUNCT
bracis-33648	337	5	2023	2023	NUM
bracis-33648	337	6	)	)	PUNCT
bracis-33648	337	7	google	google	PROPN
bracis-33648	337	8	scholar	scholar	NOUN
bracis-33648	337	9	  	  	SPACE
bracis-33648	337	10	wagner	wagner	NOUN
bracis-33648	337	11	 	 	SPACE
bracis-33648	337	12	filho	filho	PROPN
bracis-33648	337	13	,	,	PUNCT
bracis-33648	337	14	j.a	j.a	PROPN
bracis-33648	337	15	.	.	PROPN
bracis-33648	337	16	,	,	PUNCT
bracis-33648	337	17	wilkens	wilkens	PROPN
bracis-33648	337	18	,	,	PUNCT
bracis-33648	337	19	r.	r.	PROPN
bracis-33648	337	20	,	,	PUNCT
bracis-33648	337	21	idiart	idiart	NOUN
bracis-33648	337	22	,	,	PUNCT
bracis-33648	337	23	m.	m.	NOUN
bracis-33648	337	24	,	,	PUNCT
bracis-33648	337	25	villavicencio	villavicencio	NOUN
bracis-33648	337	26	,	,	PUNCT
bracis-33648	337	27	a.	a.	NOUN
bracis-33648	337	28	:	:	PUNCT
bracis-33648	337	29	the	the	DET
bracis-33648	337	30	brwac	brwac	PROPN
bracis-33648	337	31	corpus	corpus	PROPN
bracis-33648	337	32	:	:	PUNCT
bracis-33648	337	33	a	a	DET
bracis-33648	337	34	new	new	ADJ
bracis-33648	337	35	open	open	ADJ
bracis-33648	337	36	resource	resource	NOUN
bracis-33648	337	37	for	for	ADP
bracis-33648	337	38	brazilian	brazilian	ADJ
bracis-33648	337	39	portuguese	portuguese	NOUN
bracis-33648	337	40	.	.	PUNCT
bracis-33648	338	1	in	in	ADP
bracis-33648	338	2	:	:	PUNCT
bracis-33648	338	3	international	international	ADJ
bracis-33648	338	4	conference	conference	NOUN
bracis-33648	338	5	on	on	ADP
bracis-33648	338	6	language	language	NOUN
bracis-33648	338	7	resources	resource	NOUN
bracis-33648	338	8	and	and	CCONJ
bracis-33648	338	9	evaluation	evaluation	NOUN
bracis-33648	338	10	(	(	PUNCT
bracis-33648	338	11	lrec	lrec	PROPN
bracis-33648	338	12	)	)	PUNCT
bracis-33648	338	13	(	(	PUNCT
bracis-33648	338	14	2018	2018	NUM
bracis-33648	338	15	)	)	PUNCT
bracis-33648	338	16	google	google	PROPN
bracis-33648	338	17	scholar	scholar	NOUN
bracis-33648	338	18	  	  	SPACE
bracis-33648	338	19	xu	xu	PROPN
bracis-33648	338	20	,	,	PUNCT
bracis-33648	338	21	w.	w.	PROPN
bracis-33648	338	22	,	,	PUNCT
bracis-33648	338	23	napoles	napoles	PROPN
bracis-33648	338	24	,	,	PUNCT
bracis-33648	338	25	c.	c.	PROPN
bracis-33648	338	26	,	,	PUNCT
bracis-33648	338	27	pavlick	pavlick	PROPN
bracis-33648	338	28	,	,	PUNCT
bracis-33648	338	29	e.	e.	PROPN
bracis-33648	338	30	,	,	PUNCT
bracis-33648	338	31	chen	chen	PROPN
bracis-33648	338	32	,	,	PUNCT
bracis-33648	338	33	q.	q.	PROPN
bracis-33648	338	34	,	,	PUNCT
bracis-33648	338	35	callison	callison	PROPN
bracis-33648	338	36	-	-	PUNCT
bracis-33648	338	37	burch	burch	PROPN
bracis-33648	338	38	,	,	PUNCT
bracis-33648	338	39	c.	c.	NOUN
bracis-33648	338	40	:	:	PUNCT
bracis-33648	338	41	optimizing	optimize	VERB
bracis-33648	338	42	statistical	statistical	ADJ
bracis-33648	338	43	machine	machine	NOUN
bracis-33648	338	44	translation	translation	NOUN
bracis-33648	338	45	for	for	ADP
bracis-33648	338	46	text	text	NOUN
bracis-33648	338	47	simplification	simplification	NOUN
bracis-33648	338	48	.	.	PUNCT
bracis-33648	339	1	trans	trans	PROPN
bracis-33648	339	2	.	.	PUNCT
bracis-33648	340	1	assoc	assoc	PROPN
bracis-33648	340	2	.	.	PUNCT
bracis-33648	341	1	comput	comput	PROPN
bracis-33648	341	2	.	.	PUNCT
bracis-33648	342	1	linguist	linguist	NOUN
bracis-33648	342	2	.	.	PUNCT
bracis-33648	343	1	4	4	NUM
bracis-33648	343	2	,	,	PUNCT
bracis-33648	343	3	401–415	401–415	NUM
bracis-33648	343	4	(	(	PUNCT
bracis-33648	343	5	2016	2016	NUM
bracis-33648	343	6	)	)	PUNCT
bracis-33648	343	7	article	article	NOUN
bracis-33648	343	8	  	  	SPACE
bracis-33648	343	9	google	google	PROPN
bracis-33648	343	10	scholar	scholar	NOUN
bracis-33648	343	11	  	  	SPACE
bracis-33648	343	12	zhang	zhang	PROPN
bracis-33648	343	13	,	,	PUNCT
bracis-33648	343	14	t.	t.	PROPN
bracis-33648	343	15	,	,	PUNCT
bracis-33648	343	16	kishore	kishore	PROPN
bracis-33648	343	17	,	,	PUNCT
bracis-33648	343	18	v.	v.	PROPN
bracis-33648	343	19	,	,	PUNCT
bracis-33648	343	20	wu	wu	PROPN
bracis-33648	343	21	,	,	PUNCT
bracis-33648	343	22	f.	f.	PROPN
bracis-33648	343	23	,	,	PUNCT
bracis-33648	343	24	weinberger	weinberger	PROPN
bracis-33648	343	25	,	,	PUNCT
bracis-33648	343	26	k.q	k.q	PROPN
bracis-33648	343	27	.	.	PROPN
bracis-33648	343	28	,	,	PUNCT
bracis-33648	343	29	artzi	artzi	VERB
bracis-33648	343	30	,	,	PUNCT
bracis-33648	343	31	y.	y.	NOUN
bracis-33648	343	32	:	:	PUNCT
bracis-33648	344	1	bertscore	bertscore	NOUN
bracis-33648	344	2	:	:	PUNCT
bracis-33648	344	3	evaluating	evaluate	VERB
bracis-33648	344	4	text	text	NOUN
bracis-33648	344	5	generation	generation	NOUN
bracis-33648	344	6	with	with	ADP
bracis-33648	344	7	bert	bert	PROPN
bracis-33648	344	8	.	.	PUNCT
bracis-33648	345	1	in	in	ADP
bracis-33648	345	2	:	:	PUNCT
bracis-33648	345	3	international	international	ADJ
bracis-33648	345	4	conference	conference	NOUN
bracis-33648	345	5	on	on	ADP
bracis-33648	345	6	learning	learn	VERB
bracis-33648	345	7	representations	representation	NOUN
bracis-33648	345	8	(	(	PUNCT
bracis-33648	345	9	2019	2019	NUM
bracis-33648	345	10	)	)	PUNCT
bracis-33648	345	11	google	google	PROPN
bracis-33648	345	12	scholar	scholar	NOUN
bracis-33648	345	13	  	  	SPACE
bracis-33648	345	14	zhang	zhang	PROPN
bracis-33648	345	15	,	,	PUNCT
bracis-33648	345	16	x.	x.	PROPN
bracis-33648	345	17	,	,	PUNCT
bracis-33648	345	18	lapata	lapata	ADJ
bracis-33648	345	19	,	,	PUNCT
bracis-33648	345	20	m.	m.	NOUN
bracis-33648	345	21	:	:	PUNCT
bracis-33648	345	22	sentence	sentence	NOUN
bracis-33648	345	23	simplification	simplification	NOUN
bracis-33648	345	24	with	with	ADP
bracis-33648	345	25	deep	deep	ADJ
bracis-33648	345	26	reinforcement	reinforcement	NOUN
bracis-33648	345	27	learning	learning	NOUN
bracis-33648	345	28	.	.	PUNCT
bracis-33648	346	1	in	in	ADP
bracis-33648	346	2	:	:	PUNCT
bracis-33648	346	3	conference	conference	NOUN
bracis-33648	346	4	on	on	ADP
bracis-33648	346	5	empirical	empirical	ADJ
bracis-33648	346	6	methods	method	NOUN
bracis-33648	346	7	in	in	ADP
bracis-33648	346	8	natural	natural	ADJ
bracis-33648	346	9	language	language	NOUN
bracis-33648	346	10	processing	processing	NOUN
bracis-33648	346	11	(	(	PUNCT
bracis-33648	346	12	2017	2017	NUM
bracis-33648	346	13	)	)	PUNCT
bracis-33648	346	14	google	google	PROPN
bracis-33648	346	15	scholar	scholar	NOUN
bracis-33648	346	16	  	  	SPACE
bracis-33648	346	17	download	download	NOUN
bracis-33648	346	18	references	reference	NOUN
bracis-33648	346	19	acknowledgments	acknowledgment	NOUN
bracis-33648	346	20	this	this	DET
bracis-33648	346	21	work	work	NOUN
bracis-33648	346	22	has	have	AUX
bracis-33648	346	23	been	be	AUX
bracis-33648	346	24	partially	partially	ADV
bracis-33648	346	25	funded	fund	VERB
bracis-33648	346	26	by	by	ADP
bracis-33648	346	27	cnpq	cnpq	NOUN
bracis-33648	346	28	-	-	PUNCT
bracis-33648	346	29	brazil	brazil	PROPN
bracis-33648	346	30	,	,	PUNCT
bracis-33648	346	31	and	and	CCONJ
bracis-33648	346	32	capes	cape	NOUN
bracis-33648	346	33	finance	finance	PROPN
bracis-33648	346	34	code	code	NOUN
bracis-33648	346	35	001	001	NOUN
bracis-33648	346	36	.	.	PUNCT
bracis-33648	347	1	the	the	DET
bracis-33648	347	2	authors	author	NOUN
bracis-33648	347	3	are	be	AUX
bracis-33648	347	4	thankful	thankful	ADJ
bracis-33648	347	5	to	to	PART
bracis-33648	347	6	edleno	edleno	VERB
bracis-33648	347	7	silva	silva	PROPN
bracis-33648	347	8	de	de	PROPN
bracis-33648	347	9	moura	moura	PROPN
bracis-33648	347	10	for	for	ADP
bracis-33648	347	11	sharing	share	VERB
bracis-33648	347	12	the	the	DET
bracis-33648	347	13	legal	legal	ADJ
bracis-33648	347	14	case	case	NOUN
bracis-33648	347	15	updates	update	NOUN
bracis-33648	347	16	created	create	VERB
bracis-33648	347	17	by	by	ADP
bracis-33648	347	18	jusbrasil	jusbrasil	NOUN
bracis-33648	347	19	and	and	CCONJ
bracis-33648	347	20	to	to	PART
bracis-33648	347	21	inovajus	inovajus	VERB
bracis-33648	347	22	for	for	ADP
bracis-33648	347	23	sharing	share	VERB
bracis-33648	347	24	examples	example	NOUN
bracis-33648	347	25	of	of	ADP
bracis-33648	347	26	simplification	simplification	NOUN
bracis-33648	347	27	.	.	PUNCT
bracis-33648	348	1	author	author	NOUN
bracis-33648	348	2	information	information	NOUN
bracis-33648	348	3	authors	author	NOUN
bracis-33648	348	4	and	and	CCONJ
bracis-33648	348	5	affiliations	affiliation	NOUN
bracis-33648	348	6	institute	institute	PROPN
bracis-33648	348	7	of	of	ADP
bracis-33648	348	8	informatics	informatics	PROPN
bracis-33648	348	9	,	,	PUNCT
bracis-33648	348	10	ufrgs	ufrgs	ADJ
bracis-33648	348	11	porto	porto	PROPN
bracis-33648	348	12	alegre	alegre	PROPN
bracis-33648	348	13	,	,	PUNCT
bracis-33648	348	14	porto	porto	PROPN
bracis-33648	348	15	alegre	alegre	PROPN
bracis-33648	348	16	,	,	PUNCT
bracis-33648	348	17	rio	rio	NOUN
bracis-33648	348	18	grande	grande	PROPN
bracis-33648	348	19	do	do	AUX
bracis-33648	348	20	sul	sul	PROPN
bracis-33648	348	21	,	,	PUNCT
bracis-33648	348	22	brazil	brazil	PROPN
bracis-33648	348	23	francielle	francielle	NOUN
bracis-33648	348	24	vasconcellos	vasconcellos	PROPN
bracis-33648	348	25	pereira	pereira	PROPN
bracis-33648	348	26	 	 	SPACE
bracis-33648	348	27	&	&	CCONJ
bracis-33648	348	28	 	 	SPACE
bracis-33648	348	29	viviane	viviane	PROPN
bracis-33648	348	30	p.	p.	PROPN
bracis-33648	348	31	moreira	moreira	PROPN
bracis-33648	348	32	usp	usp	PROPN
bracis-33648	348	33	são	são	PROPN
bracis-33648	348	34	paulo	paulo	PROPN
bracis-33648	348	35	,	,	PUNCT
bracis-33648	348	36	são	são	PROPN
bracis-33648	348	37	paulo	paulo	PROPN
bracis-33648	348	38	,	,	PUNCT
bracis-33648	348	39	brazil	brazil	PROPN
bracis-33648	348	40	ana	ana	PROPN
bracis-33648	348	41	frazão	frazão	PROPN
bracis-33648	348	42	authors	author	NOUN
bracis-33648	348	43	francielle	francielle	NOUN
bracis-33648	348	44	vasconcellos	vasconcello	NOUN
bracis-33648	348	45	pereiraview	pereiraview	NOUN
bracis-33648	348	46	author	author	NOUN
bracis-33648	348	47	publications	publication	NOUN
bracis-33648	348	48	search	search	NOUN
bracis-33648	348	49	author	author	NOUN
bracis-33648	348	50	on	on	ADP
bracis-33648	348	51	:	:	PUNCT
bracis-33648	348	52	pubmed	pubmed	PROPN
bracis-33648	348	53	 	 	SPACE
bracis-33648	348	54	google	google	PROPN
bracis-33648	348	55	scholar	scholar	PROPN
bracis-33648	348	56	ana	ana	PROPN
bracis-33648	348	57	frazãoview	frazãoview	PROPN
bracis-33648	348	58	author	author	NOUN
bracis-33648	348	59	publications	publication	NOUN
bracis-33648	348	60	search	search	NOUN
bracis-33648	348	61	author	author	NOUN
bracis-33648	348	62	on	on	ADP
bracis-33648	348	63	:	:	PUNCT
bracis-33648	348	64	pubmed	pubmed	PROPN
bracis-33648	348	65	 	 	SPACE
bracis-33648	348	66	google	google	PROPN
bracis-33648	348	67	scholar	scholar	NOUN
bracis-33648	348	68	viviane	viviane	PROPN
bracis-33648	348	69	p.	p.	PROPN
bracis-33648	348	70	moreiraview	moreiraview	PROPN
bracis-33648	348	71	author	author	NOUN
bracis-33648	348	72	publications	publication	NOUN
bracis-33648	348	73	search	search	NOUN
bracis-33648	348	74	author	author	NOUN
bracis-33648	348	75	on	on	ADP
bracis-33648	348	76	:	:	PUNCT
bracis-33648	348	77	pubmed	pubmed	PROPN
bracis-33648	348	78	 	 	SPACE
bracis-33648	348	79	google	google	PROPN
bracis-33648	348	80	scholar	scholar	NOUN
bracis-33648	348	81	corresponding	correspond	VERB
bracis-33648	348	82	author	author	NOUN
bracis-33648	348	83	correspondence	correspondence	NOUN
bracis-33648	348	84	to	to	ADP
bracis-33648	348	85	viviane	viviane	PROPN
bracis-33648	348	86	p.	p.	PROPN
bracis-33648	348	87	moreira	moreira	PROPN
bracis-33648	348	88	.	.	PUNCT
bracis-33648	349	1	editor	editor	NOUN
bracis-33648	349	2	information	information	NOUN
bracis-33648	349	3	editors	editor	NOUN
bracis-33648	349	4	and	and	CCONJ
bracis-33648	349	5	affiliations	affiliation	NOUN
bracis-33648	349	6	universidade	universidade	VERB
bracis-33648	349	7	federal	federal	PROPN
bracis-33648	349	8	fluminense	fluminense	PROPN
bracis-33648	349	9	,	,	PUNCT
bracis-33648	349	10	niterói	niterói	PROPN
bracis-33648	349	11	,	,	PUNCT
bracis-33648	349	12	brazil	brazil	PROPN
bracis-33648	349	13	aline	aline	PROPN
bracis-33648	349	14	paes	paes	PROPN
bracis-33648	349	15	instituto	instituto	PROPN
bracis-33648	349	16	tecnológico	tecnológico	PROPN
bracis-33648	349	17	de	de	PROPN
bracis-33648	349	18	aeronáutica	aeronáutica	PROPN
bracis-33648	349	19	,	,	PUNCT
bracis-33648	349	20	são	são	PROPN
bracis-33648	349	21	josé	josé	PROPN
bracis-33648	349	22	dos	dos	PROPN
bracis-33648	349	23	campos	campos	PROPN
bracis-33648	349	24	,	,	PUNCT
bracis-33648	349	25	brazil	brazil	PROPN
bracis-33648	349	26	filipe	filipe	PROPN
bracis-33648	349	27	a.	a.	PROPN
bracis-33648	349	28	n.	n.	PROPN
bracis-33648	349	29	verri	verri	PROPN
bracis-33648	349	30	rights	right	NOUN
bracis-33648	349	31	and	and	CCONJ
bracis-33648	349	32	permissions	permission	NOUN
bracis-33648	349	33	reprints	reprint	NOUN
bracis-33648	349	34	and	and	CCONJ
bracis-33648	349	35	permissions	permission	VERB
bracis-33648	349	36	copyright	copyright	NOUN
bracis-33648	349	37	information	information	NOUN
bracis-33648	349	38	©	©	ADP
bracis-33648	349	39	2025	2025	NUM
bracis-33648	349	40	the	the	DET
bracis-33648	349	41	author(s	author(s	NOUN
bracis-33648	349	42	)	)	PUNCT
bracis-33648	349	43	,	,	PUNCT
bracis-33648	349	44	under	under	ADP
bracis-33648	349	45	exclusive	exclusive	ADJ
bracis-33648	349	46	license	license	NOUN
bracis-33648	349	47	to	to	ADP
bracis-33648	349	48	springer	springer	NOUN
bracis-33648	349	49	nature	nature	PROPN
bracis-33648	349	50	switzerland	switzerland	PROPN
bracis-33648	349	51	ag	ag	PROPN
bracis-33648	349	52	about	about	ADP
bracis-33648	349	53	this	this	DET
bracis-33648	349	54	paper	paper	NOUN
bracis-33648	349	55	cite	cite	VERB
bracis-33648	349	56	this	this	DET
bracis-33648	349	57	paper	paper	NOUN
bracis-33648	349	58	pereira	pereira	PROPN
bracis-33648	349	59	,	,	PUNCT
bracis-33648	349	60	f.v	f.v	PROPN
bracis-33648	349	61	.	.	PROPN
bracis-33648	349	62	,	,	PUNCT
bracis-33648	349	63	frazão	frazão	PROPN
bracis-33648	349	64	,	,	PUNCT
bracis-33648	349	65	a.	a.	PROPN
bracis-33648	349	66	,	,	PUNCT
bracis-33648	349	67	moreira	moreira	PROPN
bracis-33648	349	68	,	,	PUNCT
bracis-33648	349	69	v.p	v.p	PROPN
bracis-33648	349	70	.	.	PROPN
bracis-33648	349	71	(	(	PUNCT
bracis-33648	349	72	2025	2025	NUM
bracis-33648	349	73	)	)	PUNCT
bracis-33648	349	74	.	.	PUNCT
bracis-33648	350	1	automatic	automatic	ADJ
bracis-33648	350	2	text	text	NOUN
bracis-33648	350	3	simplification	simplification	NOUN
bracis-33648	350	4	for	for	ADP
bracis-33648	350	5	 	 	SPACE
bracis-33648	350	6	the	the	DET
bracis-33648	350	7	 	 	SPACE
bracis-33648	350	8	legal	legal	ADJ
bracis-33648	350	9	domain	domain	NOUN
bracis-33648	350	10	in	in	ADP
bracis-33648	350	11	 	 	SPACE
bracis-33648	350	12	brazilian	brazilian	ADJ
bracis-33648	350	13	portuguese	portuguese	NOUN
bracis-33648	350	14	.	.	PUNCT
bracis-33648	351	1	in	in	ADP
bracis-33648	351	2	:	:	PUNCT
bracis-33648	351	3	paes	paes	PROPN
bracis-33648	351	4	,	,	PUNCT
bracis-33648	351	5	a.	a.	PROPN
bracis-33648	351	6	,	,	PUNCT
bracis-33648	351	7	verri	verri	NOUN
bracis-33648	351	8	,	,	PUNCT
bracis-33648	351	9	f.a.n	f.a.n	ADJ
bracis-33648	351	10	.	.	PUNCT
bracis-33648	351	11	(	(	PUNCT
bracis-33648	351	12	eds	ed	NOUN
bracis-33648	351	13	)	)	PUNCT
bracis-33648	351	14	intelligent	intelligent	ADJ
bracis-33648	351	15	systems	system	NOUN
bracis-33648	351	16	.	.	PUNCT
bracis-33648	351	17	bracis	bracis	PROPN
bracis-33648	351	18	2024	2024	NUM
bracis-33648	351	19	.	.	PUNCT
bracis-33648	352	1	lecture	lecture	NOUN
bracis-33648	352	2	notes	note	NOUN
bracis-33648	352	3	in	in	ADP
bracis-33648	352	4	computer	computer	NOUN
bracis-33648	352	5	science	science	NOUN
bracis-33648	352	6	(	(	PUNCT
bracis-33648	352	7	)	)	PUNCT
bracis-33648	352	8	,	,	PUNCT
bracis-33648	352	9	vol	vol	NOUN
bracis-33648	352	10	15415	15415	NUM
bracis-33648	352	11	.	.	PUNCT
bracis-33648	353	1	springer	springer	NOUN
bracis-33648	353	2	,	,	PUNCT
bracis-33648	353	3	cham	cham	PROPN
bracis-33648	353	4	.	.	PUNCT
bracis-33648	354	1	https://doi.org/10.1007/978-3-031-79038-6_3	https://doi.org/10.1007/978-3-031-79038-6_3	NOUN
bracis-33648	354	2	download	download	PROPN
bracis-33648	354	3	citation	citation	NOUN
bracis-33648	354	4	.ris	.ris	PUNCT
bracis-33648	354	5	.enw	.enw	PROPN
bracis-33648	354	6	.bib	.bib	PUNCT
bracis-33648	355	1	doi	doi	PROPN
bracis-33648	355	2	:	:	PUNCT
bracis-33648	355	3	https://doi.org/10.1007/978-3-031-79038-6_3	https://doi.org/10.1007/978-3-031-79038-6_3	VERB
bracis-33648	355	4	published	publish	VERB
bracis-33648	355	5	:	:	PUNCT
bracis-33648	355	6	31	31	NUM
bracis-33648	355	7	january	january	PROPN
bracis-33648	355	8	2025	2025	NUM
bracis-33648	355	9	publisher	publisher	NOUN
bracis-33648	355	10	name	name	NOUN
bracis-33648	355	11	:	:	PUNCT
bracis-33648	355	12	springer	springer	NOUN
bracis-33648	355	13	,	,	PUNCT
bracis-33648	355	14	cham	cham	PROPN
bracis-33648	355	15	print	print	PROPN
bracis-33648	355	16	isbn	isbn	PROPN
bracis-33648	355	17	:	:	PUNCT
bracis-33648	355	18	978	978	NUM
bracis-33648	355	19	-	-	SYM
bracis-33648	355	20	3	3	NUM
bracis-33648	355	21	-	-	PUNCT
bracis-33648	355	22	031	031	NUM
bracis-33648	355	23	-	-	PUNCT
bracis-33648	355	24	79037	79037	NUM
bracis-33648	355	25	-	-	SYM
bracis-33648	355	26	9	9	NUM
bracis-33648	355	27	online	online	ADJ
bracis-33648	355	28	isbn	isbn	NOUN
bracis-33648	355	29	:	:	PUNCT
bracis-33648	355	30	978	978	NUM
bracis-33648	355	31	-	-	SYM
bracis-33648	355	32	3	3	NUM
bracis-33648	355	33	-	-	PUNCT
bracis-33648	355	34	031	031	NUM
bracis-33648	355	35	-	-	PUNCT
bracis-33648	355	36	79038	79038	NUM
bracis-33648	355	37	-	-	SYM
bracis-33648	355	38	6	6	NUM
bracis-33648	355	39	ebook	ebook	NOUN
bracis-33648	355	40	packages	package	NOUN
bracis-33648	355	41	:	:	PUNCT
bracis-33648	355	42	computer	computer	NOUN
bracis-33648	355	43	sciencecomputer	sciencecomputer	NOUN
bracis-33648	355	44	science	science	NOUN
bracis-33648	355	45	(	(	PUNCT
bracis-33648	355	46	r0	r0	NOUN
bracis-33648	355	47	)	)	PUNCT
bracis-33648	355	48	share	share	VERB
bracis-33648	355	49	this	this	DET
bracis-33648	355	50	paper	paper	NOUN
bracis-33648	355	51	anyone	anyone	PRON
bracis-33648	355	52	you	you	PRON
bracis-33648	355	53	share	share	VERB
bracis-33648	355	54	the	the	DET
bracis-33648	355	55	following	follow	VERB
bracis-33648	355	56	link	link	NOUN
bracis-33648	355	57	with	with	ADP
bracis-33648	355	58	will	will	AUX
bracis-33648	355	59	be	be	AUX
bracis-33648	355	60	able	able	ADJ
bracis-33648	355	61	to	to	PART
bracis-33648	355	62	read	read	VERB
bracis-33648	355	63	this	this	DET
bracis-33648	355	64	content	content	NOUN
bracis-33648	355	65	:	:	PUNCT
bracis-33648	355	66	get	get	VERB
bracis-33648	355	67	shareable	shareable	ADJ
bracis-33648	355	68	linksorry	linksorry	NOUN
bracis-33648	355	69	,	,	PUNCT
bracis-33648	355	70	a	a	DET
bracis-33648	355	71	shareable	shareable	ADJ
bracis-33648	355	72	link	link	NOUN
bracis-33648	355	73	is	be	AUX
bracis-33648	355	74	not	not	PART
bracis-33648	355	75	currently	currently	ADV
bracis-33648	355	76	available	available	ADJ
bracis-33648	355	77	for	for	ADP
bracis-33648	355	78	this	this	DET
bracis-33648	355	79	article	article	NOUN
bracis-33648	355	80	.	.	PUNCT
bracis-33648	356	1	copy	copy	VERB
bracis-33648	356	2	shareable	shareable	ADJ
bracis-33648	356	3	link	link	NOUN
bracis-33648	356	4	to	to	PART
bracis-33648	356	5	clipboard	clipboard	NOUN
bracis-33648	356	6	provided	provide	VERB
bracis-33648	356	7	by	by	ADP
bracis-33648	356	8	the	the	DET
bracis-33648	356	9	springer	springer	NOUN
bracis-33648	356	10	nature	nature	PROPN
bracis-33648	356	11	sharedit	sharedit	PROPN
bracis-33648	356	12	content	content	NOUN
bracis-33648	356	13	-	-	PUNCT
bracis-33648	356	14	sharing	share	VERB
bracis-33648	356	15	initiative	initiative	NOUN
bracis-33648	356	16	keywords	keyword	VERB
bracis-33648	356	17	automatic	automatic	ADJ
bracis-33648	356	18	text	text	NOUN
bracis-33648	356	19	simplification	simplification	NOUN
bracis-33648	356	20	legal	legal	ADJ
bracis-33648	356	21	texts	text	NOUN
bracis-33648	356	22	natural	natural	ADJ
bracis-33648	356	23	language	language	NOUN
bracis-33648	356	24	processing	processing	NOUN
bracis-33648	356	25	plain	plain	ADJ
bracis-33648	356	26	language	language	NOUN
bracis-33648	356	27	publish	publish	NOUN
bracis-33648	356	28	with	with	ADP
bracis-33648	356	29	us	us	PROPN
bracis-33648	356	30	policies	policy	NOUN
bracis-33648	356	31	and	and	CCONJ
bracis-33648	356	32	ethics	ethic	NOUN
bracis-33648	356	33	search	search	NOUN
bracis-33648	356	34	search	search	NOUN
bracis-33648	356	35	by	by	ADP
bracis-33648	356	36	keyword	keyword	NOUN
bracis-33648	356	37	or	or	CCONJ
bracis-33648	356	38	author	author	NOUN
bracis-33648	356	39	search	search	NOUN
bracis-33648	356	40	navigation	navigation	NOUN
bracis-33648	356	41	find	find	VERB
bracis-33648	356	42	a	a	DET
bracis-33648	356	43	journal	journal	NOUN
bracis-33648	356	44	publish	publish	VERB
bracis-33648	356	45	with	with	ADP
bracis-33648	356	46	us	we	PRON
bracis-33648	356	47	track	track	VERB
bracis-33648	356	48	your	your	PRON
bracis-33648	356	49	research	research	NOUN
bracis-33648	356	50	discover	discover	VERB
bracis-33648	356	51	content	content	NOUN
bracis-33648	356	52	journals	journal	NOUN
bracis-33648	356	53	a	a	DET
bracis-33648	356	54	-	-	PUNCT
bracis-33648	356	55	z	z	NOUN
bracis-33648	356	56	books	book	NOUN
bracis-33648	356	57	a	a	DET
bracis-33648	356	58	-	-	PUNCT
bracis-33648	356	59	z	z	NOUN
bracis-33648	356	60	publish	publish	NOUN
bracis-33648	356	61	with	with	ADP
bracis-33648	356	62	us	us	PROPN
bracis-33648	356	63	journal	journal	PROPN
bracis-33648	356	64	finder	finder	PROPN
bracis-33648	356	65	publish	publish	VERB
bracis-33648	356	66	your	your	PRON
bracis-33648	356	67	research	research	NOUN
bracis-33648	356	68	language	language	NOUN
bracis-33648	356	69	editing	edit	VERB
bracis-33648	356	70	open	open	ADJ
bracis-33648	356	71	access	access	NOUN
bracis-33648	356	72	publishing	publishing	NOUN
bracis-33648	356	73	products	product	NOUN
bracis-33648	356	74	and	and	CCONJ
bracis-33648	356	75	services	service	NOUN
bracis-33648	356	76	our	our	PRON
bracis-33648	356	77	products	product	NOUN
bracis-33648	356	78	librarians	librarian	VERB
bracis-33648	356	79	societies	society	NOUN
bracis-33648	356	80	partners	partner	NOUN
bracis-33648	356	81	and	and	CCONJ
bracis-33648	356	82	advertisers	advertiser	NOUN
bracis-33648	356	83	our	our	PRON
bracis-33648	356	84	brands	brand	NOUN
bracis-33648	356	85	springer	springer	NOUN
bracis-33648	356	86	nature	nature	PROPN
bracis-33648	356	87	portfolio	portfolio	PROPN
bracis-33648	356	88	bmc	bmc	PROPN
bracis-33648	356	89	palgrave	palgrave	PROPN
bracis-33648	356	90	macmillan	macmillan	PROPN
bracis-33648	356	91	apress	apress	PROPN
bracis-33648	356	92	discover	discover	VERB
bracis-33648	356	93	your	your	PRON
bracis-33648	356	94	privacy	privacy	NOUN
bracis-33648	356	95	choices	choice	NOUN
bracis-33648	356	96	/	/	SYM
bracis-33648	356	97	manage	manage	NOUN
bracis-33648	356	98	cookies	cookie	NOUN
bracis-33648	356	99	your	your	PRON
bracis-33648	356	100	us	us	PROPN
bracis-33648	357	1	state	state	NOUN
bracis-33648	357	2	privacy	privacy	NOUN
bracis-33648	357	3	rights	right	NOUN
bracis-33648	357	4	accessibility	accessibility	NOUN
bracis-33648	357	5	statement	statement	NOUN
bracis-33648	357	6	terms	term	NOUN
bracis-33648	357	7	and	and	CCONJ
bracis-33648	357	8	conditions	condition	NOUN
bracis-33648	357	9	privacy	privacy	NOUN
bracis-33648	357	10	policy	policy	NOUN
bracis-33648	357	11	help	help	NOUN
bracis-33648	357	12	and	and	CCONJ
bracis-33648	357	13	support	support	VERB
bracis-33648	357	14	legal	legal	ADJ
bracis-33648	357	15	notice	notice	NOUN
bracis-33648	357	16	cancel	cancel	VERB
bracis-33648	357	17	contracts	contract	NOUN
bracis-33648	357	18	here	here	ADV
bracis-33648	357	19	129.74.145.123	129.74.145.123	NUM
bracis-33648	357	20	hesburgh	hesburgh	PROPN
bracis-33648	357	21	library	library	PROPN
bracis-33648	357	22	er	er	INTJ
bracis-33648	357	23	unit	unit	NOUN
bracis-33648	357	24	(	(	PUNCT
bracis-33648	357	25	3005732405	3005732405	NUM
bracis-33648	357	26	)	)	PUNCT
bracis-33648	357	27	northeast	northeast	ADJ
bracis-33648	357	28	research	research	NOUN
bracis-33648	357	29	libraries	library	NOUN
bracis-33648	357	30	(	(	PUNCT
bracis-33648	357	31	nerl	nerl	PROPN
bracis-33648	357	32	)	)	PUNCT
bracis-33648	357	33	(	(	PUNCT
bracis-33648	357	34	8200828607	8200828607	NUM
bracis-33648	357	35	)	)	PUNCT
bracis-33648	357	36	nerl	nerl	VERB
bracis-33648	357	37	ta	ta	X
bracis-33648	357	38	account	account	NOUN
bracis-33648	357	39	(	(	PUNCT
bracis-33648	357	40	3006206169	3006206169	NUM
bracis-33648	357	41	)	)	PUNCT
bracis-33648	357	42	university	university	NOUN
bracis-33648	357	43	of	of	ADP
bracis-33648	357	44	notre	notre	PROPN
bracis-33648	357	45	dame	dame	PROPN
bracis-33648	357	46	hesburgh	hesburgh	PROPN
bracis-33648	357	47	library	library	NOUN
bracis-33648	357	48	(	(	PUNCT
bracis-33648	357	49	3000184373	3000184373	NUM
bracis-33648	357	50	)	)	PUNCT
bracis-33648	358	1	©	©	ADP
bracis-33648	358	2	2025	2025	NUM
bracis-33648	358	3	springer	springer	NOUN
bracis-33648	358	4	nature	nature	NOUN