id	sid	tid	token	lemma	pos
bracis-33610	1	1	surveysum	surveysum	VERB
bracis-33610	1	2	:	:	PUNCT
bracis-33610	1	3	a	a	DET
bracis-33610	1	4	dataset	dataset	NOUN
bracis-33610	1	5	for	for	ADP
bracis-33610	1	6	 	 	SPACE
bracis-33610	1	7	summarizing	summarize	VERB
bracis-33610	1	8	multiple	multiple	ADJ
bracis-33610	1	9	scientific	scientific	ADJ
bracis-33610	1	10	articles	article	NOUN
bracis-33610	1	11	into	into	ADP
bracis-33610	1	12	a	a	DET
bracis-33610	1	13	 	 	SPACE
bracis-33610	1	14	survey	survey	NOUN
bracis-33610	1	15	section	section	NOUN
bracis-33610	1	16	|	|	NOUN
bracis-33610	1	17	springer	springer	NOUN
bracis-33610	1	18	nature	nature	PROPN
bracis-33610	1	19	link	link	PROPN
bracis-33610	1	20	(	(	PUNCT
bracis-33610	1	21	formerly	formerly	ADV
bracis-33610	1	22	springerlink	springerlink	NOUN
bracis-33610	1	23	)	)	PUNCT
bracis-33610	1	24	skip	skip	VERB
bracis-33610	1	25	to	to	ADP
bracis-33610	1	26	main	main	ADJ
bracis-33610	1	27	content	content	NOUN
bracis-33610	1	28	advertisement	advertisement	NOUN
bracis-33610	1	29	account	account	NOUN
bracis-33610	1	30	menu	menu	NOUN
bracis-33610	1	31	find	find	VERB
bracis-33610	1	32	a	a	DET
bracis-33610	1	33	journal	journal	NOUN
bracis-33610	1	34	publish	publish	VERB
bracis-33610	1	35	with	with	ADP
bracis-33610	1	36	us	we	PRON
bracis-33610	1	37	track	track	VERB
bracis-33610	1	38	your	your	PRON
bracis-33610	1	39	research	research	NOUN
bracis-33610	1	40	search	search	NOUN
bracis-33610	1	41	cart	cart	NOUN
bracis-33610	1	42	home	home	NOUN
bracis-33610	1	43	intelligent	intelligent	ADJ
bracis-33610	1	44	systems	system	NOUN
bracis-33610	1	45	conference	conference	NOUN
bracis-33610	1	46	paper	paper	NOUN
bracis-33610	1	47	surveysum	surveysum	NOUN
bracis-33610	1	48	:	:	PUNCT
bracis-33610	1	49	a	a	DET
bracis-33610	1	50	dataset	dataset	NOUN
bracis-33610	1	51	for	for	ADP
bracis-33610	1	52	 	 	SPACE
bracis-33610	1	53	summarizing	summarize	VERB
bracis-33610	1	54	multiple	multiple	ADJ
bracis-33610	1	55	scientific	scientific	ADJ
bracis-33610	1	56	articles	article	NOUN
bracis-33610	1	57	into	into	ADP
bracis-33610	1	58	a	a	DET
bracis-33610	1	59	 	 	SPACE
bracis-33610	1	60	survey	survey	NOUN
bracis-33610	1	61	section	section	NOUN
bracis-33610	1	62	conference	conference	NOUN
bracis-33610	1	63	paper	paper	NOUN
bracis-33610	1	64	first	first	ADV
bracis-33610	1	65	online	online	ADV
bracis-33610	1	66	:	:	PUNCT
bracis-33610	1	67	30	30	NUM
bracis-33610	1	68	january	january	NOUN
bracis-33610	1	69	2025	2025	NUM
bracis-33610	2	1	pp	pp	NUM
bracis-33610	2	2	431–444	431–444	NUM
bracis-33610	2	3	cite	cite	VERB
bracis-33610	2	4	this	this	DET
bracis-33610	2	5	conference	conference	NOUN
bracis-33610	2	6	paper	paper	NOUN
bracis-33610	2	7	download	download	NOUN
bracis-33610	2	8	book	book	NOUN
bracis-33610	2	9	pdf	pdf	PROPN
bracis-33610	2	10	download	download	NOUN
bracis-33610	2	11	book	book	NOUN
bracis-33610	2	12	epub	epub	PROPN
bracis-33610	2	13	intelligent	intelligent	ADJ
bracis-33610	2	14	systems	system	NOUN
bracis-33610	2	15	(	(	PUNCT
bracis-33610	2	16	bracis	bracis	NOUN
bracis-33610	2	17	2024	2024	NUM
bracis-33610	2	18	)	)	PUNCT
bracis-33610	2	19	surveysum	surveysum	NOUN
bracis-33610	2	20	:	:	PUNCT
bracis-33610	2	21	a	a	DET
bracis-33610	2	22	dataset	dataset	NOUN
bracis-33610	2	23	for	for	ADP
bracis-33610	2	24	 	 	SPACE
bracis-33610	2	25	summarizing	summarize	VERB
bracis-33610	2	26	multiple	multiple	ADJ
bracis-33610	2	27	scientific	scientific	ADJ
bracis-33610	2	28	articles	article	NOUN
bracis-33610	2	29	into	into	ADP
bracis-33610	2	30	a	a	DET
bracis-33610	2	31	 	 	SPACE
bracis-33610	2	32	survey	survey	NOUN
bracis-33610	2	33	section	section	NOUN
bracis-33610	2	34	download	download	NOUN
bracis-33610	2	35	book	book	NOUN
bracis-33610	2	36	pdf	pdf	PROPN
bracis-33610	2	37	download	download	NOUN
bracis-33610	2	38	book	book	PROPN
bracis-33610	2	39	epub	epub	PROPN
bracis-33610	2	40	leandro	leandro	PROPN
bracis-33610	2	41	carísio	carísio	PROPN
bracis-33610	2	42	fernandes	fernande	NOUN
bracis-33610	2	43	  	  	SPACE
bracis-33610	2	44	orcid	orcid	NOUN
bracis-33610	2	45	:	:	PUNCT
bracis-33610	2	46	orcid.org/0000-0002-4114-23349	orcid.org/0000-0002-4114-23349	PROPN
bracis-33610	2	47	,	,	PUNCT
bracis-33610	2	48	gustavo	gustavo	PROPN
bracis-33610	2	49	bartz	bartz	PROPN
bracis-33610	2	50	guedes	guede	NOUN
bracis-33610	2	51	  	  	SPACE
bracis-33610	2	52	orcid	orcid	NOUN
bracis-33610	2	53	:	:	PUNCT
bracis-33610	2	54	orcid.org/0000-0002-3278-996110	orcid.org/0000-0002-3278-996110	PROPN
bracis-33610	2	55	,	,	PUNCT
bracis-33610	2	56	thiago	thiago	PROPN
bracis-33610	2	57	soares	soares	PROPN
bracis-33610	2	58	laitz	laitz	PROPN
bracis-33610	2	59	  	  	SPACE
bracis-33610	2	60	orcid	orcid	NOUN
bracis-33610	2	61	:	:	PUNCT
bracis-33610	2	62	orcid.org/0000-0001-7205-209410,11	orcid.org/0000-0001-7205-209410,11	PROPN
bracis-33610	2	63	,	,	PUNCT
bracis-33610	2	64	thales	thales	PROPN
bracis-33610	2	65	sales	sales	PROPN
bracis-33610	2	66	almeida	almeida	PROPN
bracis-33610	2	67	  	  	SPACE
bracis-33610	2	68	orcid	orcid	PROPN
bracis-33610	2	69	:	:	PUNCT
bracis-33610	2	70	orcid.org/0009-0006-9568-933110,11	orcid.org/0009-0006-9568-933110,11	PROPN
bracis-33610	2	71	,	,	PUNCT
bracis-33610	2	72	rodrigo	rodrigo	PROPN
bracis-33610	2	73	nogueira	nogueira	PROPN
bracis-33610	2	74	  	  	SPACE
bracis-33610	2	75	orcid	orcid	PROPN
bracis-33610	2	76	:	:	PUNCT
bracis-33610	2	77	orcid.org/0000-0002-2600-603510,11	orcid.org/0000-0002-2600-603510,11	PROPN
bracis-33610	2	78	,	,	PUNCT
bracis-33610	2	79	roberto	roberto	PROPN
bracis-33610	2	80	lotufo	lotufo	PROPN
bracis-33610	2	81	  	  	SPACE
bracis-33610	2	82	orcid	orcid	NOUN
bracis-33610	2	83	:	:	PUNCT
bracis-33610	2	84	orcid.org/0000-0002-5652-085210,12	orcid.org/0000-0002-5652-085210,12	PROPN
bracis-33610	2	85	&	&	CCONJ
bracis-33610	2	86	…	…	PUNCT
bracis-33610	2	87	jayr	jayr	PROPN
bracis-33610	2	88	pereira	pereira	PROPN
bracis-33610	2	89	  	  	SPACE
bracis-33610	2	90	orcid	orcid	PROPN
bracis-33610	2	91	:	:	PUNCT
bracis-33610	2	92	orcid.org/0000-0001-5478-438x10,13	orcid.org/0000-0001-5478-438x10,13	NOUN
bracis-33610	2	93	  	  	SPACE
bracis-33610	2	94	show	show	VERB
bracis-33610	2	95	authors	author	NOUN
bracis-33610	2	96	part	part	NOUN
bracis-33610	2	97	of	of	ADP
bracis-33610	2	98	the	the	DET
bracis-33610	2	99	book	book	NOUN
bracis-33610	2	100	series	series	NOUN
bracis-33610	2	101	:	:	PUNCT
bracis-33610	2	102	lecture	lecture	NOUN
bracis-33610	2	103	notes	note	NOUN
bracis-33610	2	104	in	in	ADP
bracis-33610	2	105	computer	computer	NOUN
bracis-33610	2	106	science	science	NOUN
bracis-33610	2	107	(	(	PUNCT
bracis-33610	2	108	(	(	PUNCT
bracis-33610	2	109	lnai	lnai	ADJ
bracis-33610	2	110	,	,	PUNCT
bracis-33610	2	111	volume	volume	NOUN
bracis-33610	2	112	15413	15413	NUM
bracis-33610	2	113	)	)	PUNCT
bracis-33610	2	114	)	)	PUNCT
bracis-33610	2	115	included	include	VERB
bracis-33610	2	116	in	in	ADP
bracis-33610	2	117	the	the	DET
bracis-33610	2	118	following	follow	VERB
bracis-33610	2	119	conference	conference	NOUN
bracis-33610	2	120	series	series	NOUN
bracis-33610	2	121	:	:	PUNCT
bracis-33610	2	122	brazilian	brazilian	ADJ
bracis-33610	2	123	conference	conference	NOUN
bracis-33610	2	124	on	on	ADP
bracis-33610	2	125	intelligent	intelligent	ADJ
bracis-33610	2	126	systems	system	NOUN
bracis-33610	2	127	384	384	NUM
bracis-33610	2	128	accesses	access	NOUN
bracis-33610	2	129	abstract	abstract	ADJ
bracis-33610	2	130	document	document	NOUN
bracis-33610	2	131	summarization	summarization	NOUN
bracis-33610	2	132	is	be	AUX
bracis-33610	2	133	a	a	DET
bracis-33610	2	134	task	task	NOUN
bracis-33610	2	135	to	to	PART
bracis-33610	2	136	shorten	shorten	VERB
bracis-33610	2	137	texts	text	NOUN
bracis-33610	2	138	into	into	ADP
bracis-33610	2	139	concise	concise	ADJ
bracis-33610	2	140	and	and	CCONJ
bracis-33610	2	141	informative	informative	ADJ
bracis-33610	2	142	summaries	summary	NOUN
bracis-33610	2	143	.	.	PUNCT
bracis-33610	3	1	this	this	DET
bracis-33610	3	2	paper	paper	NOUN
bracis-33610	3	3	introduces	introduce	VERB
bracis-33610	3	4	a	a	DET
bracis-33610	3	5	novel	novel	ADJ
bracis-33610	3	6	dataset	dataset	NOUN
bracis-33610	3	7	designed	design	VERB
bracis-33610	3	8	for	for	ADP
bracis-33610	3	9	summarizing	summarize	VERB
bracis-33610	3	10	multiple	multiple	ADJ
bracis-33610	3	11	scientific	scientific	ADJ
bracis-33610	3	12	articles	article	NOUN
bracis-33610	3	13	into	into	ADP
bracis-33610	3	14	a	a	DET
bracis-33610	3	15	section	section	NOUN
bracis-33610	3	16	of	of	ADP
bracis-33610	3	17	a	a	DET
bracis-33610	3	18	survey	survey	NOUN
bracis-33610	3	19	.	.	PUNCT
bracis-33610	4	1	our	our	PRON
bracis-33610	4	2	contributions	contribution	NOUN
bracis-33610	4	3	are	be	AUX
bracis-33610	4	4	:	:	PUNCT
bracis-33610	4	5	(	(	PUNCT
bracis-33610	4	6	1	1	X
bracis-33610	4	7	)	)	PUNCT
bracis-33610	4	8	surveysum	surveysum	NOUN
bracis-33610	4	9	,	,	PUNCT
bracis-33610	4	10	a	a	DET
bracis-33610	4	11	new	new	ADJ
bracis-33610	4	12	dataset	dataset	NOUN
bracis-33610	4	13	addressing	address	VERB
bracis-33610	4	14	the	the	DET
bracis-33610	4	15	gap	gap	NOUN
bracis-33610	4	16	in	in	ADP
bracis-33610	4	17	domain	domain	NOUN
bracis-33610	4	18	-	-	PUNCT
bracis-33610	4	19	specific	specific	ADJ
bracis-33610	4	20	summarization	summarization	NOUN
bracis-33610	4	21	tools	tool	NOUN
bracis-33610	4	22	;	;	PUNCT
bracis-33610	4	23	(	(	PUNCT
bracis-33610	4	24	2	2	X
bracis-33610	4	25	)	)	PUNCT
bracis-33610	4	26	two	two	NUM
bracis-33610	4	27	specific	specific	ADJ
bracis-33610	4	28	pipelines	pipeline	NOUN
bracis-33610	4	29	to	to	PART
bracis-33610	4	30	summarize	summarize	VERB
bracis-33610	4	31	scientific	scientific	ADJ
bracis-33610	4	32	articles	article	NOUN
bracis-33610	4	33	into	into	ADP
bracis-33610	4	34	a	a	DET
bracis-33610	4	35	section	section	NOUN
bracis-33610	4	36	of	of	ADP
bracis-33610	4	37	a	a	DET
bracis-33610	4	38	survey	survey	NOUN
bracis-33610	4	39	;	;	PUNCT
bracis-33610	4	40	and	and	CCONJ
bracis-33610	4	41	(	(	PUNCT
bracis-33610	4	42	3	3	X
bracis-33610	4	43	)	)	PUNCT
bracis-33610	4	44	the	the	DET
bracis-33610	4	45	evaluation	evaluation	NOUN
bracis-33610	4	46	of	of	ADP
bracis-33610	4	47	these	these	DET
bracis-33610	4	48	pipelines	pipeline	NOUN
bracis-33610	4	49	using	use	VERB
bracis-33610	4	50	multiple	multiple	ADJ
bracis-33610	4	51	metrics	metric	NOUN
bracis-33610	4	52	to	to	PART
bracis-33610	4	53	compare	compare	VERB
bracis-33610	4	54	their	their	PRON
bracis-33610	4	55	performance	performance	NOUN
bracis-33610	4	56	.	.	PUNCT
bracis-33610	5	1	our	our	PRON
bracis-33610	5	2	results	result	NOUN
bracis-33610	5	3	highlight	highlight	VERB
bracis-33610	5	4	the	the	DET
bracis-33610	5	5	importance	importance	NOUN
bracis-33610	5	6	of	of	ADP
bracis-33610	5	7	high	high	ADJ
bracis-33610	5	8	-	-	PUNCT
bracis-33610	5	9	quality	quality	NOUN
bracis-33610	5	10	retrieval	retrieval	NOUN
bracis-33610	5	11	stages	stage	NOUN
bracis-33610	5	12	and	and	CCONJ
bracis-33610	5	13	the	the	DET
bracis-33610	5	14	impact	impact	NOUN
bracis-33610	5	15	of	of	ADP
bracis-33610	5	16	different	different	ADJ
bracis-33610	5	17	configurations	configuration	NOUN
bracis-33610	5	18	on	on	ADP
bracis-33610	5	19	the	the	DET
bracis-33610	5	20	quality	quality	NOUN
bracis-33610	5	21	of	of	ADP
bracis-33610	5	22	generated	generate	VERB
bracis-33610	5	23	summaries	summary	NOUN
bracis-33610	5	24	.	.	PUNCT
bracis-33610	6	1	l.	l.	PROPN
bracis-33610	6	2	c.	c.	PROPN
bracis-33610	6	3	fernandes	fernandes	PROPN
bracis-33610	6	4	,	,	PUNCT
bracis-33610	6	5	g.	g.	PROPN
bracis-33610	6	6	b.	b.	PROPN
bracis-33610	6	7	guedes	guedes	PROPN
bracis-33610	6	8	,	,	PUNCT
bracis-33610	6	9	t.	t.	PROPN
bracis-33610	6	10	s.	s.	PROPN
bracis-33610	6	11	laitz	laitz	PROPN
bracis-33610	6	12	and	and	CCONJ
bracis-33610	6	13	t.	t.	PROPN
bracis-33610	6	14	s.	s.	PROPN
bracis-33610	6	15	almeida	almeida	PROPN
bracis-33610	6	16	—	—	PUNCT
bracis-33610	6	17	equal	equal	ADJ
bracis-33610	6	18	contribution	contribution	NOUN
bracis-33610	6	19	.	.	PUNCT
bracis-33610	7	1	download	download	NOUN
bracis-33610	7	2	conference	conference	NOUN
bracis-33610	7	3	paper	paper	NOUN
bracis-33610	7	4	pdf	pdf	NOUN
bracis-33610	7	5	similar	similar	ADJ
bracis-33610	7	6	content	content	NOUN
bracis-33610	7	7	being	be	AUX
bracis-33610	7	8	viewed	view	VERB
bracis-33610	7	9	by	by	ADP
bracis-33610	7	10	others	other	NOUN
bracis-33610	7	11	an	an	DET
bracis-33610	7	12	empirical	empirical	ADJ
bracis-33610	7	13	assessment	assessment	NOUN
bracis-33610	7	14	of	of	ADP
bracis-33610	7	15	citation	citation	NOUN
bracis-33610	7	16	information	information	NOUN
bracis-33610	7	17	in	in	ADP
bracis-33610	7	18	scientific	scientific	ADJ
bracis-33610	7	19	summarization	summarization	NOUN
bracis-33610	7	20	chapter	chapter	NOUN
bracis-33610	7	21	©	©	PROPN
bracis-33610	7	22	2016	2016	NUM
bracis-33610	7	23	deep	deep	ADJ
bracis-33610	7	24	learning	learning	NOUN
bracis-33610	7	25	-	-	PUNCT
bracis-33610	7	26	based	base	VERB
bracis-33610	7	27	scientific	scientific	ADJ
bracis-33610	7	28	document	document	NOUN
bracis-33610	7	29	summarization	summarization	NOUN
bracis-33610	7	30	considering	consider	VERB
bracis-33610	7	31	citation	citation	NOUN
bracis-33610	7	32	article	article	NOUN
bracis-33610	7	33	19	19	NUM
bracis-33610	7	34	march	march	PROPN
bracis-33610	7	35	2025	2025	NUM
bracis-33610	7	36	metadata	metadata	NOUN
bracis-33610	7	37	enrichment	enrichment	NOUN
bracis-33610	7	38	of	of	ADP
bracis-33610	7	39	multi	multi	ADJ
bracis-33610	7	40	-	-	ADJ
bracis-33610	7	41	disciplinary	disciplinary	ADJ
bracis-33610	7	42	digital	digital	ADJ
bracis-33610	7	43	library	library	NOUN
bracis-33610	7	44	:	:	PUNCT
bracis-33610	7	45	a	a	DET
bracis-33610	7	46	semantic	semantic	NOUN
bracis-33610	7	47	-	-	PUNCT
bracis-33610	7	48	based	base	VERB
bracis-33610	7	49	approach	approach	NOUN
bracis-33610	7	50	chapter	chapter	NOUN
bracis-33610	7	51	©	©	PROPN
bracis-33610	7	52	2018	2018	NUM
bracis-33610	7	53	1	1	NUM
bracis-33610	7	54	introduction	introduction	NOUN
bracis-33610	7	55	document	document	NOUN
bracis-33610	7	56	summarization	summarization	NOUN
bracis-33610	7	57	is	be	AUX
bracis-33610	7	58	a	a	DET
bracis-33610	7	59	field	field	NOUN
bracis-33610	7	60	of	of	ADP
bracis-33610	7	61	artificial	artificial	ADJ
bracis-33610	7	62	intelligence	intelligence	NOUN
bracis-33610	7	63	aimed	aim	VERB
bracis-33610	7	64	at	at	ADP
bracis-33610	7	65	creating	create	VERB
bracis-33610	7	66	concise	concise	ADJ
bracis-33610	7	67	and	and	CCONJ
bracis-33610	7	68	informative	informative	ADJ
bracis-33610	7	69	summaries	summary	NOUN
bracis-33610	7	70	from	from	ADP
bracis-33610	7	71	extensive	extensive	ADJ
bracis-33610	7	72	texts	text	NOUN
bracis-33610	7	73	[	[	X
bracis-33610	7	74	13	13	NUM
bracis-33610	7	75	]	]	PUNCT
bracis-33610	7	76	.	.	PUNCT
bracis-33610	8	1	this	this	DET
bracis-33610	8	2	process	process	NOUN
bracis-33610	8	3	allows	allow	VERB
bracis-33610	8	4	users	user	NOUN
bracis-33610	8	5	to	to	PART
bracis-33610	8	6	quickly	quickly	ADV
bracis-33610	8	7	grasp	grasp	VERB
bracis-33610	8	8	the	the	DET
bracis-33610	8	9	main	main	ADJ
bracis-33610	8	10	information	information	NOUN
bracis-33610	8	11	of	of	ADP
bracis-33610	8	12	a	a	DET
bracis-33610	8	13	document	document	NOUN
bracis-33610	8	14	without	without	ADP
bracis-33610	8	15	needing	need	VERB
bracis-33610	8	16	to	to	PART
bracis-33610	8	17	read	read	VERB
bracis-33610	8	18	the	the	DET
bracis-33610	8	19	entire	entire	ADJ
bracis-33610	8	20	original	original	ADJ
bracis-33610	8	21	content	content	NOUN
bracis-33610	8	22	.	.	PUNCT
bracis-33610	9	1	summarization	summarization	NOUN
bracis-33610	9	2	can	can	AUX
bracis-33610	9	3	be	be	AUX
bracis-33610	9	4	performed	perform	VERB
bracis-33610	9	5	in	in	ADP
bracis-33610	9	6	two	two	NUM
bracis-33610	9	7	main	main	ADJ
bracis-33610	9	8	ways	way	NOUN
bracis-33610	9	9	:	:	PUNCT
bracis-33610	9	10	extractive	extractive	ADJ
bracis-33610	9	11	and	and	CCONJ
bracis-33610	9	12	abstractive	abstractive	ADJ
bracis-33610	9	13	[	[	X
bracis-33610	9	14	13	13	NUM
bracis-33610	9	15	]	]	PUNCT
bracis-33610	9	16	.	.	PUNCT
bracis-33610	10	1	extractive	extractive	ADJ
bracis-33610	10	2	summarization	summarization	NOUN
bracis-33610	10	3	selects	select	NOUN
bracis-33610	10	4	and	and	CCONJ
bracis-33610	10	5	copies	copy	VERB
bracis-33610	10	6	key	key	ADJ
bracis-33610	10	7	parts	part	NOUN
bracis-33610	10	8	of	of	ADP
bracis-33610	10	9	the	the	DET
bracis-33610	10	10	original	original	ADJ
bracis-33610	10	11	text	text	NOUN
bracis-33610	10	12	to	to	PART
bracis-33610	10	13	compose	compose	VERB
bracis-33610	10	14	the	the	DET
bracis-33610	10	15	summary	summary	NOUN
bracis-33610	10	16	,	,	PUNCT
bracis-33610	10	17	preserving	preserve	VERB
bracis-33610	10	18	the	the	DET
bracis-33610	10	19	verbatim	verbatim	NOUN
bracis-33610	10	20	of	of	ADP
bracis-33610	10	21	the	the	DET
bracis-33610	10	22	source	source	NOUN
bracis-33610	10	23	text	text	NOUN
bracis-33610	10	24	.	.	PUNCT
bracis-33610	11	1	on	on	ADP
bracis-33610	11	2	the	the	DET
bracis-33610	11	3	other	other	ADJ
bracis-33610	11	4	hand	hand	NOUN
bracis-33610	11	5	,	,	PUNCT
bracis-33610	11	6	abstractive	abstractive	ADJ
bracis-33610	11	7	summarization	summarization	NOUN
bracis-33610	11	8	rewrites	rewrite	VERB
bracis-33610	11	9	the	the	DET
bracis-33610	11	10	content	content	NOUN
bracis-33610	11	11	,	,	PUNCT
bracis-33610	11	12	generating	generate	VERB
bracis-33610	11	13	a	a	DET
bracis-33610	11	14	summary	summary	NOUN
bracis-33610	11	15	that	that	PRON
bracis-33610	11	16	may	may	AUX
bracis-33610	11	17	include	include	VERB
bracis-33610	11	18	paraphrasing	paraphrasing	NOUN
bracis-33610	11	19	and	and	CCONJ
bracis-33610	11	20	synthesizing	synthesize	VERB
bracis-33610	11	21	information	information	NOUN
bracis-33610	11	22	more	more	ADV
bracis-33610	11	23	creatively	creatively	ADV
bracis-33610	11	24	and	and	CCONJ
bracis-33610	11	25	flexibly	flexibly	ADV
bracis-33610	11	26	.	.	PUNCT
bracis-33610	12	1	multi	multi	ADJ
bracis-33610	12	2	-	-	ADJ
bracis-33610	12	3	document	document	ADJ
bracis-33610	12	4	summarization	summarization	NOUN
bracis-33610	12	5	(	(	PUNCT
bracis-33610	12	6	mds	mds	PROPN
bracis-33610	12	7	)	)	PUNCT
bracis-33610	12	8	extends	extend	VERB
bracis-33610	12	9	these	these	DET
bracis-33610	12	10	concepts	concept	NOUN
bracis-33610	12	11	to	to	PART
bracis-33610	12	12	handle	handle	VERB
bracis-33610	12	13	multiple	multiple	ADJ
bracis-33610	12	14	texts	text	NOUN
bracis-33610	12	15	simultaneously	simultaneously	ADV
bracis-33610	13	1	[	[	X
bracis-33610	13	2	13	13	NUM
bracis-33610	13	3	]	]	PUNCT
bracis-33610	13	4	.	.	PUNCT
bracis-33610	14	1	the	the	DET
bracis-33610	14	2	goal	goal	NOUN
bracis-33610	14	3	is	be	AUX
bracis-33610	14	4	to	to	PART
bracis-33610	14	5	generate	generate	VERB
bracis-33610	14	6	a	a	DET
bracis-33610	14	7	single	single	ADJ
bracis-33610	14	8	summary	summary	NOUN
bracis-33610	14	9	that	that	PRON
bracis-33610	14	10	incorporates	incorporate	VERB
bracis-33610	14	11	information	information	NOUN
bracis-33610	14	12	from	from	ADP
bracis-33610	14	13	a	a	DET
bracis-33610	14	14	set	set	NOUN
bracis-33610	14	15	of	of	ADP
bracis-33610	14	16	documents	document	NOUN
bracis-33610	14	17	,	,	PUNCT
bracis-33610	14	18	eliminating	eliminate	VERB
bracis-33610	14	19	redundancies	redundancy	NOUN
bracis-33610	14	20	and	and	CCONJ
bracis-33610	14	21	highlighting	highlight	VERB
bracis-33610	14	22	essential	essential	ADJ
bracis-33610	14	23	cross	cross	ADJ
bracis-33610	14	24	-	-	ADJ
bracis-33610	14	25	referenced	referenced	ADJ
bracis-33610	14	26	information	information	NOUN
bracis-33610	14	27	.	.	PUNCT
bracis-33610	15	1	this	this	DET
bracis-33610	15	2	technique	technique	NOUN
bracis-33610	15	3	is	be	AUX
bracis-33610	15	4	useful	useful	ADJ
bracis-33610	15	5	in	in	ADP
bracis-33610	15	6	situations	situation	NOUN
bracis-33610	15	7	where	where	SCONJ
bracis-33610	15	8	information	information	NOUN
bracis-33610	15	9	on	on	ADP
bracis-33610	15	10	a	a	DET
bracis-33610	15	11	specific	specific	ADJ
bracis-33610	15	12	topic	topic	NOUN
bracis-33610	15	13	is	be	AUX
bracis-33610	15	14	spread	spread	VERB
bracis-33610	15	15	across	across	ADP
bracis-33610	15	16	various	various	ADJ
bracis-33610	15	17	documents	document	NOUN
bracis-33610	15	18	.	.	PUNCT
bracis-33610	16	1	mds	mds	NOUN
bracis-33610	16	2	datasets	dataset	NOUN
bracis-33610	16	3	advance	advance	PROPN
bracis-33610	16	4	mds	mds	PROPN
bracis-33610	16	5	research	research	NOUN
bracis-33610	16	6	by	by	ADP
bracis-33610	16	7	providing	provide	VERB
bracis-33610	16	8	essential	essential	ADJ
bracis-33610	16	9	data	datum	NOUN
bracis-33610	16	10	for	for	ADP
bracis-33610	16	11	training	training	NOUN
bracis-33610	16	12	,	,	PUNCT
bracis-33610	16	13	testing	testing	NOUN
bracis-33610	16	14	,	,	PUNCT
bracis-33610	16	15	and	and	CCONJ
bracis-33610	16	16	validating	validate	VERB
bracis-33610	16	17	models	model	NOUN
bracis-33610	16	18	.	.	PUNCT
bracis-33610	17	1	these	these	DET
bracis-33610	17	2	datasets	dataset	NOUN
bracis-33610	17	3	support	support	VERB
bracis-33610	17	4	the	the	DET
bracis-33610	17	5	development	development	NOUN
bracis-33610	17	6	of	of	ADP
bracis-33610	17	7	algorithms	algorithm	NOUN
bracis-33610	17	8	capable	capable	ADJ
bracis-33610	17	9	of	of	ADP
bracis-33610	17	10	handling	handle	VERB
bracis-33610	17	11	the	the	DET
bracis-33610	17	12	complexities	complexity	NOUN
bracis-33610	17	13	of	of	ADP
bracis-33610	17	14	summarizing	summarize	VERB
bracis-33610	17	15	multiple	multiple	ADJ
bracis-33610	17	16	documents	document	NOUN
bracis-33610	17	17	,	,	PUNCT
bracis-33610	17	18	enabling	enable	VERB
bracis-33610	17	19	researchers	researcher	NOUN
bracis-33610	17	20	to	to	PART
bracis-33610	17	21	compare	compare	VERB
bracis-33610	17	22	different	different	ADJ
bracis-33610	17	23	summarization	summarization	NOUN
bracis-33610	17	24	methods	method	NOUN
bracis-33610	17	25	effectively	effectively	ADV
bracis-33610	17	26	[	[	X
bracis-33610	17	27	8	8	NUM
bracis-33610	17	28	]	]	PUNCT
bracis-33610	17	29	.	.	PUNCT
bracis-33610	18	1	essentially	essentially	ADV
bracis-33610	18	2	,	,	PUNCT
bracis-33610	18	3	an	an	DET
bracis-33610	18	4	mds	mds	NOUN
bracis-33610	18	5	dataset	dataset	NOUN
bracis-33610	18	6	is	be	AUX
bracis-33610	18	7	composed	compose	VERB
bracis-33610	18	8	of	of	ADP
bracis-33610	18	9	summaries	summary	NOUN
bracis-33610	18	10	generated	generate	VERB
bracis-33610	18	11	from	from	ADP
bracis-33610	18	12	multiple	multiple	ADJ
bracis-33610	18	13	source	source	NOUN
bracis-33610	18	14	documents	document	NOUN
bracis-33610	18	15	.	.	PUNCT
bracis-33610	19	1	the	the	DET
bracis-33610	19	2	composition	composition	NOUN
bracis-33610	19	3	of	of	ADP
bracis-33610	19	4	this	this	DET
bracis-33610	19	5	dataset	dataset	NOUN
bracis-33610	19	6	can	can	AUX
bracis-33610	19	7	be	be	AUX
bracis-33610	19	8	done	do	VERB
bracis-33610	19	9	in	in	ADP
bracis-33610	19	10	different	different	ADJ
bracis-33610	19	11	ways	way	NOUN
bracis-33610	19	12	,	,	PUNCT
bracis-33610	19	13	such	such	ADJ
bracis-33610	19	14	as	as	ADP
bracis-33610	19	15	by	by	ADP
bracis-33610	19	16	selecting	select	VERB
bracis-33610	19	17	a	a	DET
bracis-33610	19	18	set	set	NOUN
bracis-33610	19	19	of	of	ADP
bracis-33610	19	20	documents	document	NOUN
bracis-33610	19	21	and	and	CCONJ
bracis-33610	19	22	asking	ask	VERB
bracis-33610	19	23	humans	human	NOUN
bracis-33610	19	24	to	to	PART
bracis-33610	19	25	write	write	VERB
bracis-33610	19	26	summaries	summary	NOUN
bracis-33610	19	27	,	,	PUNCT
bracis-33610	19	28	or	or	CCONJ
bracis-33610	19	29	by	by	ADP
bracis-33610	19	30	using	use	VERB
bracis-33610	19	31	existing	exist	VERB
bracis-33610	19	32	summaries	summary	NOUN
bracis-33610	19	33	and	and	CCONJ
bracis-33610	19	34	their	their	PRON
bracis-33610	19	35	source	source	NOUN
bracis-33610	19	36	documents	document	NOUN
bracis-33610	19	37	.	.	PUNCT
bracis-33610	20	1	the	the	DET
bracis-33610	20	2	latter	latter	ADJ
bracis-33610	20	3	is	be	AUX
bracis-33610	20	4	the	the	DET
bracis-33610	20	5	case	case	NOUN
bracis-33610	20	6	for	for	ADP
bracis-33610	20	7	the	the	DET
bracis-33610	20	8	multi	multi	ADJ
bracis-33610	20	9	-	-	ADJ
bracis-33610	20	10	news	news	ADJ
bracis-33610	20	11	dataset	dataset	NOUN
bracis-33610	20	12	[	[	X
bracis-33610	20	13	4	4	NUM
bracis-33610	20	14	]	]	PUNCT
bracis-33610	20	15	,	,	PUNCT
bracis-33610	20	16	which	which	PRON
bracis-33610	20	17	uses	use	VERB
bracis-33610	20	18	news	news	NOUN
bracis-33610	20	19	articles	article	NOUN
bracis-33610	20	20	and	and	CCONJ
bracis-33610	20	21	their	their	PRON
bracis-33610	20	22	summaries	summary	NOUN
bracis-33610	20	23	to	to	PART
bracis-33610	20	24	create	create	VERB
bracis-33610	20	25	an	an	DET
bracis-33610	20	26	mds	mds	NOUN
bracis-33610	20	27	dataset	dataset	NOUN
bracis-33610	20	28	.	.	PUNCT
bracis-33610	21	1	a	a	DET
bracis-33610	21	2	comprehensive	comprehensive	ADJ
bracis-33610	21	3	survey	survey	NOUN
bracis-33610	21	4	is	be	AUX
bracis-33610	21	5	a	a	DET
bracis-33610	21	6	review	review	NOUN
bracis-33610	21	7	that	that	PRON
bracis-33610	21	8	provides	provide	VERB
bracis-33610	21	9	a	a	DET
bracis-33610	21	10	broad	broad	ADJ
bracis-33610	21	11	overview	overview	NOUN
bracis-33610	21	12	of	of	ADP
bracis-33610	21	13	a	a	DET
bracis-33610	21	14	specific	specific	ADJ
bracis-33610	21	15	topic	topic	NOUN
bracis-33610	21	16	,	,	PUNCT
bracis-33610	21	17	covering	cover	VERB
bracis-33610	21	18	the	the	DET
bracis-33610	21	19	most	most	ADV
bracis-33610	21	20	relevant	relevant	ADJ
bracis-33610	21	21	and	and	CCONJ
bracis-33610	21	22	recent	recent	ADJ
bracis-33610	21	23	research	research	NOUN
bracis-33610	21	24	in	in	ADP
bracis-33610	21	25	the	the	DET
bracis-33610	21	26	field	field	NOUN
bracis-33610	21	27	.	.	PUNCT
bracis-33610	22	1	these	these	DET
bracis-33610	22	2	surveys	survey	NOUN
bracis-33610	22	3	are	be	AUX
bracis-33610	22	4	essential	essential	ADJ
bracis-33610	22	5	for	for	SCONJ
bracis-33610	22	6	researchers	researcher	NOUN
bracis-33610	22	7	to	to	PART
bracis-33610	22	8	understand	understand	VERB
bracis-33610	22	9	the	the	DET
bracis-33610	22	10	state	state	NOUN
bracis-33610	22	11	-	-	PUNCT
bracis-33610	22	12	of	of	ADP
bracis-33610	22	13	-	-	PUNCT
bracis-33610	22	14	the	the	DET
bracis-33610	22	15	-	-	PUNCT
bracis-33610	22	16	art	art	NOUN
bracis-33610	22	17	and	and	CCONJ
bracis-33610	22	18	identify	identify	VERB
bracis-33610	22	19	gaps	gap	NOUN
bracis-33610	22	20	in	in	ADP
bracis-33610	22	21	the	the	DET
bracis-33610	22	22	literature	literature	NOUN
bracis-33610	22	23	.	.	PUNCT
bracis-33610	23	1	the	the	DET
bracis-33610	23	2	automatic	automatic	ADJ
bracis-33610	23	3	generation	generation	NOUN
bracis-33610	23	4	of	of	ADP
bracis-33610	23	5	a	a	DET
bracis-33610	23	6	survey	survey	NOUN
bracis-33610	23	7	’s	’s	PART
bracis-33610	23	8	text	text	NOUN
bracis-33610	23	9	can	can	AUX
bracis-33610	23	10	be	be	AUX
bracis-33610	23	11	considered	consider	VERB
bracis-33610	23	12	a	a	DET
bracis-33610	23	13	mds	mds	NOUN
bracis-33610	23	14	task	task	NOUN
bracis-33610	23	15	,	,	PUNCT
bracis-33610	23	16	where	where	SCONJ
bracis-33610	23	17	a	a	DET
bracis-33610	23	18	set	set	NOUN
bracis-33610	23	19	of	of	ADP
bracis-33610	23	20	scientific	scientific	ADJ
bracis-33610	23	21	articles	article	NOUN
bracis-33610	23	22	is	be	AUX
bracis-33610	23	23	summarized	summarize	VERB
bracis-33610	23	24	to	to	PART
bracis-33610	23	25	produce	produce	VERB
bracis-33610	23	26	a	a	DET
bracis-33610	23	27	cohesive	cohesive	ADJ
bracis-33610	23	28	text	text	NOUN
bracis-33610	23	29	.	.	PUNCT
bracis-33610	24	1	this	this	DET
bracis-33610	24	2	task	task	NOUN
bracis-33610	24	3	is	be	AUX
bracis-33610	24	4	challenging	challenge	VERB
bracis-33610	24	5	due	due	ADJ
bracis-33610	24	6	to	to	ADP
bracis-33610	24	7	the	the	DET
bracis-33610	24	8	complexity	complexity	NOUN
bracis-33610	24	9	of	of	ADP
bracis-33610	24	10	scientific	scientific	ADJ
bracis-33610	24	11	literature	literature	NOUN
bracis-33610	24	12	and	and	CCONJ
bracis-33610	24	13	the	the	DET
bracis-33610	24	14	need	need	NOUN
bracis-33610	24	15	to	to	PART
bracis-33610	24	16	maintain	maintain	VERB
bracis-33610	24	17	the	the	DET
bracis-33610	24	18	technical	technical	ADJ
bracis-33610	24	19	accuracy	accuracy	NOUN
bracis-33610	24	20	of	of	ADP
bracis-33610	24	21	the	the	DET
bracis-33610	24	22	original	original	ADJ
bracis-33610	24	23	content	content	NOUN
bracis-33610	24	24	.	.	PUNCT
bracis-33610	25	1	however	however	ADV
bracis-33610	25	2	,	,	PUNCT
bracis-33610	25	3	most	most	ADV
bracis-33610	25	4	available	available	ADJ
bracis-33610	25	5	summarization	summarization	NOUN
bracis-33610	25	6	datasets	dataset	NOUN
bracis-33610	25	7	are	be	AUX
bracis-33610	25	8	designed	design	VERB
bracis-33610	25	9	with	with	ADP
bracis-33610	25	10	a	a	DET
bracis-33610	25	11	general	general	ADJ
bracis-33610	25	12	-	-	PUNCT
bracis-33610	25	13	purpose	purpose	NOUN
bracis-33610	25	14	approach	approach	NOUN
bracis-33610	25	15	,	,	PUNCT
bracis-33610	25	16	covering	cover	VERB
bracis-33610	25	17	a	a	DET
bracis-33610	25	18	broad	broad	ADJ
bracis-33610	25	19	range	range	NOUN
bracis-33610	25	20	of	of	ADP
bracis-33610	25	21	topics	topic	NOUN
bracis-33610	25	22	and	and	CCONJ
bracis-33610	25	23	document	document	NOUN
bracis-33610	25	24	types	type	NOUN
bracis-33610	25	25	.	.	PUNCT
bracis-33610	26	1	there	there	PRON
bracis-33610	26	2	is	be	VERB
bracis-33610	26	3	a	a	DET
bracis-33610	26	4	lack	lack	NOUN
bracis-33610	26	5	of	of	ADP
bracis-33610	26	6	datasets	dataset	NOUN
bracis-33610	26	7	dedicated	dedicate	VERB
bracis-33610	26	8	to	to	ADP
bracis-33610	26	9	the	the	DET
bracis-33610	26	10	task	task	NOUN
bracis-33610	26	11	of	of	ADP
bracis-33610	26	12	summarizing	summarize	VERB
bracis-33610	26	13	multiple	multiple	ADJ
bracis-33610	26	14	scientific	scientific	ADJ
bracis-33610	26	15	articles	article	NOUN
bracis-33610	26	16	to	to	PART
bracis-33610	26	17	generate	generate	VERB
bracis-33610	26	18	a	a	DET
bracis-33610	26	19	survey	survey	NOUN
bracis-33610	26	20	’s	’s	PART
bracis-33610	26	21	text	text	NOUN
bracis-33610	26	22	,	,	PUNCT
bracis-33610	26	23	which	which	PRON
bracis-33610	26	24	poses	pose	VERB
bracis-33610	26	25	a	a	DET
bracis-33610	26	26	substantial	substantial	ADJ
bracis-33610	26	27	barrier	barrier	NOUN
bracis-33610	26	28	to	to	ADP
bracis-33610	26	29	advancements	advancement	NOUN
bracis-33610	26	30	in	in	ADP
bracis-33610	26	31	this	this	DET
bracis-33610	26	32	specialized	specialized	ADJ
bracis-33610	26	33	area	area	NOUN
bracis-33610	26	34	of	of	ADP
bracis-33610	26	35	research	research	NOUN
bracis-33610	26	36	.	.	PUNCT
bracis-33610	27	1	this	this	DET
bracis-33610	27	2	type	type	NOUN
bracis-33610	27	3	of	of	ADP
bracis-33610	27	4	dataset	dataset	NOUN
bracis-33610	27	5	assists	assist	NOUN
bracis-33610	27	6	the	the	DET
bracis-33610	27	7	development	development	NOUN
bracis-33610	27	8	and	and	CCONJ
bracis-33610	27	9	benchmarking	benchmarking	NOUN
bracis-33610	27	10	of	of	ADP
bracis-33610	27	11	summarization	summarization	NOUN
bracis-33610	27	12	models	model	NOUN
bracis-33610	27	13	focusing	focus	VERB
bracis-33610	27	14	on	on	ADP
bracis-33610	27	15	the	the	DET
bracis-33610	27	16	generation	generation	NOUN
bracis-33610	27	17	of	of	ADP
bracis-33610	27	18	scientific	scientific	ADJ
bracis-33610	27	19	surveys	survey	NOUN
bracis-33610	27	20	.	.	PUNCT
bracis-33610	28	1	this	this	DET
bracis-33610	28	2	paper	paper	NOUN
bracis-33610	28	3	introduces	introduce	NOUN
bracis-33610	28	4	surveysumfootnote	surveysumfootnote	VERB
bracis-33610	28	5	1	1	NUM
bracis-33610	28	6	,	,	PUNCT
bracis-33610	28	7	a	a	DET
bracis-33610	28	8	dataset	dataset	NOUN
bracis-33610	28	9	designed	design	VERB
bracis-33610	28	10	for	for	ADP
bracis-33610	28	11	the	the	DET
bracis-33610	28	12	task	task	NOUN
bracis-33610	28	13	of	of	ADP
bracis-33610	28	14	summarizing	summarize	VERB
bracis-33610	28	15	multiple	multiple	ADJ
bracis-33610	28	16	scientific	scientific	ADJ
bracis-33610	28	17	articles	article	NOUN
bracis-33610	28	18	into	into	ADP
bracis-33610	28	19	survey	survey	NOUN
bracis-33610	28	20	sections	section	NOUN
bracis-33610	28	21	.	.	PUNCT
bracis-33610	29	1	our	our	PRON
bracis-33610	29	2	contribution	contribution	NOUN
bracis-33610	29	3	includes	include	VERB
bracis-33610	29	4	:	:	PUNCT
bracis-33610	29	5	(	(	PUNCT
bracis-33610	29	6	1	1	X
bracis-33610	29	7	)	)	PUNCT
bracis-33610	29	8	the	the	DET
bracis-33610	29	9	surveysum	surveysum	NOUN
bracis-33610	29	10	dataset	dataset	NOUN
bracis-33610	29	11	and	and	CCONJ
bracis-33610	29	12	the	the	DET
bracis-33610	29	13	methodology	methodology	NOUN
bracis-33610	29	14	to	to	PART
bracis-33610	29	15	create	create	VERB
bracis-33610	29	16	it	it	PRON
bracis-33610	29	17	,	,	PUNCT
bracis-33610	29	18	which	which	PRON
bracis-33610	29	19	aims	aim	VERB
bracis-33610	29	20	to	to	PART
bracis-33610	29	21	address	address	VERB
bracis-33610	29	22	the	the	DET
bracis-33610	29	23	lack	lack	NOUN
bracis-33610	29	24	of	of	ADP
bracis-33610	29	25	in	in	ADP
bracis-33610	29	26	domain	domain	NOUN
bracis-33610	29	27	-	-	PUNCT
bracis-33610	29	28	specific	specific	ADJ
bracis-33610	29	29	summarization	summarization	NOUN
bracis-33610	29	30	tools	tool	NOUN
bracis-33610	29	31	;	;	PUNCT
bracis-33610	29	32	(	(	PUNCT
bracis-33610	29	33	2	2	X
bracis-33610	29	34	)	)	PUNCT
bracis-33610	29	35	two	two	NUM
bracis-33610	29	36	specific	specific	ADJ
bracis-33610	29	37	pipelines	pipeline	NOUN
bracis-33610	29	38	to	to	PART
bracis-33610	29	39	summarize	summarize	VERB
bracis-33610	29	40	scientific	scientific	ADJ
bracis-33610	29	41	articles	article	NOUN
bracis-33610	29	42	into	into	ADP
bracis-33610	29	43	a	a	DET
bracis-33610	29	44	section	section	NOUN
bracis-33610	29	45	of	of	ADP
bracis-33610	29	46	a	a	DET
bracis-33610	29	47	survey	survey	NOUN
bracis-33610	29	48	;	;	PUNCT
bracis-33610	29	49	and	and	CCONJ
bracis-33610	29	50	(	(	PUNCT
bracis-33610	29	51	3	3	X
bracis-33610	29	52	)	)	PUNCT
bracis-33610	29	53	evaluation	evaluation	NOUN
bracis-33610	29	54	of	of	ADP
bracis-33610	29	55	these	these	DET
bracis-33610	29	56	pipelines	pipeline	NOUN
bracis-33610	29	57	in	in	ADP
bracis-33610	29	58	respect	respect	NOUN
bracis-33610	29	59	to	to	ADP
bracis-33610	29	60	consistency	consistency	NOUN
bracis-33610	29	61	,	,	PUNCT
bracis-33610	29	62	quality	quality	NOUN
bracis-33610	29	63	,	,	PUNCT
bracis-33610	29	64	and	and	CCONJ
bracis-33610	29	65	relevance	relevance	NOUN
bracis-33610	29	66	of	of	ADP
bracis-33610	29	67	the	the	DET
bracis-33610	29	68	generated	generate	VERB
bracis-33610	29	69	summaries	summary	NOUN
bracis-33610	29	70	.	.	PUNCT
bracis-33610	30	1	2	2	NUM
bracis-33610	30	2	related	relate	VERB
bracis-33610	30	3	work	work	NOUN
bracis-33610	30	4	multi	multi	ADJ
bracis-33610	30	5	-	-	ADJ
bracis-33610	30	6	document	document	ADJ
bracis-33610	30	7	summarization	summarization	NOUN
bracis-33610	30	8	(	(	PUNCT
bracis-33610	30	9	mds	mds	NOUN
bracis-33610	30	10	)	)	PUNCT
bracis-33610	30	11	addresses	address	VERB
bracis-33610	30	12	the	the	DET
bracis-33610	30	13	problem	problem	NOUN
bracis-33610	30	14	of	of	ADP
bracis-33610	30	15	extracting	extract	VERB
bracis-33610	30	16	information	information	NOUN
bracis-33610	30	17	that	that	PRON
bracis-33610	30	18	is	be	AUX
bracis-33610	30	19	spread	spread	VERB
bracis-33610	30	20	across	across	ADP
bracis-33610	30	21	multiple	multiple	ADJ
bracis-33610	30	22	documents	document	NOUN
bracis-33610	30	23	,	,	PUNCT
bracis-33610	30	24	making	make	VERB
bracis-33610	30	25	it	it	PRON
bracis-33610	30	26	more	more	ADV
bracis-33610	30	27	challenging	challenging	ADJ
bracis-33610	30	28	than	than	ADP
bracis-33610	30	29	single	single	ADJ
bracis-33610	30	30	-	-	PUNCT
bracis-33610	30	31	document	document	NOUN
bracis-33610	30	32	summarization	summarization	NOUN
bracis-33610	30	33	.	.	PUNCT
bracis-33610	31	1	it	it	PRON
bracis-33610	31	2	is	be	AUX
bracis-33610	31	3	still	still	ADV
bracis-33610	31	4	an	an	DET
bracis-33610	31	5	evolving	evolve	VERB
bracis-33610	31	6	field	field	NOUN
bracis-33610	31	7	,	,	PUNCT
bracis-33610	31	8	with	with	SCONJ
bracis-33610	31	9	no	no	DET
bracis-33610	31	10	single	single	ADJ
bracis-33610	31	11	approach	approach	NOUN
bracis-33610	31	12	to	to	PART
bracis-33610	31	13	solve	solve	VERB
bracis-33610	31	14	this	this	DET
bracis-33610	31	15	problem	problem	NOUN
bracis-33610	31	16	.	.	PUNCT
bracis-33610	32	1	the	the	DET
bracis-33610	32	2	development	development	NOUN
bracis-33610	32	3	of	of	ADP
bracis-33610	32	4	this	this	DET
bracis-33610	32	5	field	field	NOUN
bracis-33610	32	6	relies	rely	VERB
bracis-33610	32	7	on	on	ADP
bracis-33610	32	8	datasets	dataset	NOUN
bracis-33610	32	9	that	that	PRON
bracis-33610	32	10	serve	serve	VERB
bracis-33610	32	11	as	as	ADP
bracis-33610	32	12	benchmarks	benchmark	NOUN
bracis-33610	32	13	for	for	ADP
bracis-33610	32	14	evaluating	evaluate	VERB
bracis-33610	32	15	and	and	CCONJ
bracis-33610	32	16	comparing	compare	VERB
bracis-33610	32	17	different	different	ADJ
bracis-33610	32	18	summarization	summarization	NOUN
bracis-33610	32	19	methods	method	NOUN
bracis-33610	32	20	.	.	PUNCT
bracis-33610	33	1	the	the	DET
bracis-33610	33	2	scientific	scientific	ADJ
bracis-33610	33	3	literature	literature	NOUN
bracis-33610	33	4	includes	include	VERB
bracis-33610	33	5	some	some	DET
bracis-33610	33	6	examples	example	NOUN
bracis-33610	33	7	of	of	ADP
bracis-33610	33	8	such	such	ADJ
bracis-33610	33	9	datasets	dataset	NOUN
bracis-33610	33	10	,	,	PUNCT
bracis-33610	33	11	each	each	DET
bracis-33610	33	12	varying	vary	VERB
bracis-33610	33	13	in	in	ADP
bracis-33610	33	14	domain	domain	NOUN
bracis-33610	33	15	,	,	PUNCT
bracis-33610	33	16	structure	structure	NOUN
bracis-33610	33	17	,	,	PUNCT
bracis-33610	33	18	size	size	NOUN
bracis-33610	33	19	,	,	PUNCT
bracis-33610	33	20	and	and	CCONJ
bracis-33610	33	21	summarization	summarization	NOUN
bracis-33610	33	22	objective	objective	NOUN
bracis-33610	33	23	.	.	PUNCT
bracis-33610	34	1	these	these	DET
bracis-33610	34	2	datasets	dataset	NOUN
bracis-33610	34	3	are	be	AUX
bracis-33610	34	4	important	important	ADJ
bracis-33610	34	5	for	for	ADP
bracis-33610	34	6	advancing	advance	VERB
bracis-33610	34	7	research	research	NOUN
bracis-33610	34	8	and	and	CCONJ
bracis-33610	34	9	improving	improve	VERB
bracis-33610	34	10	summarization	summarization	NOUN
bracis-33610	34	11	models	model	NOUN
bracis-33610	34	12	.	.	PUNCT
bracis-33610	35	1	outside	outside	ADP
bracis-33610	35	2	the	the	DET
bracis-33610	35	3	scientific	scientific	ADJ
bracis-33610	35	4	domain	domain	NOUN
bracis-33610	35	5	,	,	PUNCT
bracis-33610	35	6	multi	multi	NOUN
bracis-33610	35	7	-	-	NOUN
bracis-33610	35	8	news	news	ADJ
bracis-33610	35	9	[	[	X
bracis-33610	35	10	4	4	NUM
bracis-33610	35	11	]	]	PUNCT
bracis-33610	35	12	presents	present	VERB
bracis-33610	35	13	a	a	DET
bracis-33610	35	14	large	large	ADJ
bracis-33610	35	15	volume	volume	NOUN
bracis-33610	35	16	of	of	ADP
bracis-33610	35	17	news	news	NOUN
bracis-33610	35	18	articles	article	NOUN
bracis-33610	35	19	and	and	CCONJ
bracis-33610	35	20	summaries	summary	NOUN
bracis-33610	35	21	,	,	PUNCT
bracis-33610	35	22	focusing	focus	VERB
bracis-33610	35	23	on	on	ADP
bracis-33610	35	24	the	the	DET
bracis-33610	35	25	abstractive	abstractive	ADJ
bracis-33610	35	26	summarization	summarization	NOUN
bracis-33610	35	27	of	of	ADP
bracis-33610	35	28	multiple	multiple	ADJ
bracis-33610	35	29	documents	document	NOUN
bracis-33610	35	30	in	in	ADP
bracis-33610	35	31	the	the	DET
bracis-33610	35	32	journalistic	journalistic	ADJ
bracis-33610	35	33	context	context	NOUN
bracis-33610	35	34	.	.	PUNCT
bracis-33610	36	1	also	also	ADV
bracis-33610	36	2	in	in	ADP
bracis-33610	36	3	this	this	DET
bracis-33610	36	4	context	context	NOUN
bracis-33610	36	5	,	,	PUNCT
bracis-33610	36	6	ghalandari	ghalandari	NOUN
bracis-33610	36	7	et	et	PROPN
bracis-33610	36	8	al	al	PROPN
bracis-33610	36	9	.	.	PUNCT
bracis-33610	37	1	[	[	X
bracis-33610	37	2	5	5	NUM
bracis-33610	37	3	]	]	PUNCT
bracis-33610	37	4	proposed	propose	VERB
bracis-33610	37	5	a	a	DET
bracis-33610	37	6	large	large	ADJ
bracis-33610	37	7	-	-	PUNCT
bracis-33610	37	8	scale	scale	NOUN
bracis-33610	37	9	dataset	dataset	NOUN
bracis-33610	37	10	for	for	ADP
bracis-33610	37	11	multi	multi	ADJ
bracis-33610	37	12	-	-	ADJ
bracis-33610	37	13	document	document	ADJ
bracis-33610	37	14	summarization	summarization	NOUN
bracis-33610	37	15	that	that	PRON
bracis-33610	37	16	contains	contain	VERB
bracis-33610	37	17	concise	concise	ADJ
bracis-33610	37	18	human	human	NOUN
bracis-33610	37	19	-	-	PUNCT
bracis-33610	37	20	written	write	VERB
bracis-33610	37	21	summaries	summary	NOUN
bracis-33610	37	22	of	of	ADP
bracis-33610	37	23	news	news	NOUN
bracis-33610	37	24	events	event	NOUN
bracis-33610	37	25	.	.	PUNCT
bracis-33610	38	1	in	in	ADP
bracis-33610	38	2	the	the	DET
bracis-33610	38	3	legal	legal	ADJ
bracis-33610	38	4	field	field	NOUN
bracis-33610	38	5	,	,	PUNCT
bracis-33610	38	6	multi	multi	ADJ
bracis-33610	38	7	-	-	ADJ
bracis-33610	38	8	lexsum	lexsum	ADJ
bracis-33610	38	9	tackles	tackle	VERB
bracis-33610	38	10	the	the	DET
bracis-33610	38	11	summarization	summarization	NOUN
bracis-33610	38	12	of	of	ADP
bracis-33610	38	13	legal	legal	ADJ
bracis-33610	38	14	cases	case	NOUN
bracis-33610	38	15	,	,	PUNCT
bracis-33610	38	16	presenting	present	VERB
bracis-33610	38	17	a	a	DET
bracis-33610	38	18	set	set	NOUN
bracis-33610	38	19	of	of	ADP
bracis-33610	38	20	civil	civil	ADJ
bracis-33610	38	21	rights	right	NOUN
bracis-33610	38	22	litigation	litigation	NOUN
bracis-33610	38	23	summaries	summary	NOUN
bracis-33610	38	24	with	with	ADP
bracis-33610	38	25	multiple	multiple	ADJ
bracis-33610	38	26	granularities	granularity	NOUN
bracis-33610	38	27	.	.	PUNCT
bracis-33610	39	1	the	the	DET
bracis-33610	39	2	summarization	summarization	NOUN
bracis-33610	39	3	of	of	ADP
bracis-33610	39	4	instructional	instructional	ADJ
bracis-33610	39	5	content	content	NOUN
bracis-33610	39	6	is	be	AUX
bracis-33610	39	7	the	the	DET
bracis-33610	39	8	focus	focus	NOUN
bracis-33610	39	9	of	of	ADP
bracis-33610	39	10	the	the	DET
bracis-33610	39	11	howsumm	howsumm	NOUN
bracis-33610	39	12	dataset	dataset	NOUN
bracis-33610	39	13	,	,	PUNCT
bracis-33610	39	14	derived	derive	VERB
bracis-33610	39	15	from	from	ADP
bracis-33610	39	16	wikihow	wikihow	ADJ
bracis-33610	39	17	articles	article	NOUN
bracis-33610	39	18	[	[	X
bracis-33610	39	19	1	1	NUM
bracis-33610	39	20	]	]	PUNCT
bracis-33610	39	21	.	.	PUNCT
bracis-33610	40	1	the	the	DET
bracis-33610	40	2	findsum	findsum	NOUN
bracis-33610	40	3	dataset	dataset	NOUN
bracis-33610	40	4	focuses	focus	VERB
bracis-33610	40	5	on	on	ADP
bracis-33610	40	6	the	the	DET
bracis-33610	40	7	challenge	challenge	NOUN
bracis-33610	40	8	of	of	ADP
bracis-33610	40	9	summarizing	summarize	VERB
bracis-33610	40	10	long	long	ADJ
bracis-33610	40	11	text	text	NOUN
bracis-33610	40	12	and	and	CCONJ
bracis-33610	40	13	multiple	multiple	ADJ
bracis-33610	40	14	tables	table	NOUN
bracis-33610	40	15	[	[	X
bracis-33610	40	16	10	10	NUM
bracis-33610	40	17	]	]	PUNCT
bracis-33610	40	18	.	.	PUNCT
bracis-33610	41	1	in	in	ADP
bracis-33610	41	2	the	the	DET
bracis-33610	41	3	scientific	scientific	ADJ
bracis-33610	41	4	domain	domain	NOUN
bracis-33610	41	5	,	,	PUNCT
bracis-33610	41	6	the	the	DET
bracis-33610	41	7	need	need	NOUN
bracis-33610	41	8	to	to	PART
bracis-33610	41	9	manage	manage	VERB
bracis-33610	41	10	the	the	DET
bracis-33610	41	11	vast	vast	ADJ
bracis-33610	41	12	amount	amount	NOUN
bracis-33610	41	13	of	of	ADP
bracis-33610	41	14	literature	literature	NOUN
bracis-33610	41	15	has	have	AUX
bracis-33610	41	16	generated	generate	VERB
bracis-33610	41	17	interest	interest	NOUN
bracis-33610	41	18	in	in	ADP
bracis-33610	41	19	datasets	dataset	NOUN
bracis-33610	41	20	specific	specific	ADJ
bracis-33610	41	21	to	to	ADP
bracis-33610	41	22	the	the	DET
bracis-33610	41	23	summarization	summarization	NOUN
bracis-33610	41	24	of	of	ADP
bracis-33610	41	25	scientific	scientific	ADJ
bracis-33610	41	26	articles	article	NOUN
bracis-33610	41	27	.	.	PUNCT
bracis-33610	42	1	multi	multi	ADJ
bracis-33610	42	2	-	-	NOUN
bracis-33610	42	3	xscience	xscience	NOUN
bracis-33610	43	1	[	[	X
bracis-33610	43	2	12	12	NUM
bracis-33610	43	3	]	]	PUNCT
bracis-33610	43	4	is	be	AUX
bracis-33610	43	5	a	a	DET
bracis-33610	43	6	dataset	dataset	NOUN
bracis-33610	43	7	focused	focus	VERB
bracis-33610	43	8	on	on	ADP
bracis-33610	43	9	the	the	DET
bracis-33610	43	10	generation	generation	NOUN
bracis-33610	43	11	of	of	ADP
bracis-33610	43	12	“	"	PUNCT
bracis-33610	43	13	related	related	ADJ
bracis-33610	43	14	work	work	NOUN
bracis-33610	43	15	”	"	PUNCT
bracis-33610	43	16	sections	section	NOUN
bracis-33610	43	17	by	by	ADP
bracis-33610	43	18	summarizing	summarize	VERB
bracis-33610	43	19	multiple	multiple	ADJ
bracis-33610	43	20	scientific	scientific	ADJ
bracis-33610	43	21	articles	article	NOUN
bracis-33610	43	22	.	.	PUNCT
bracis-33610	44	1	bigsurvey	bigsurvey	VERB
bracis-33610	45	1	[	[	X
bracis-33610	45	2	9	9	NUM
bracis-33610	45	3	]	]	PUNCT
bracis-33610	45	4	was	be	AUX
bracis-33610	45	5	designed	design	VERB
bracis-33610	45	6	to	to	PART
bracis-33610	45	7	create	create	VERB
bracis-33610	45	8	structured	structured	ADJ
bracis-33610	45	9	summaries	summary	NOUN
bracis-33610	45	10	of	of	ADP
bracis-33610	45	11	academic	academic	ADJ
bracis-33610	45	12	articles	article	NOUN
bracis-33610	45	13	,	,	PUNCT
bracis-33610	45	14	focusing	focus	VERB
bracis-33610	45	15	on	on	ADP
bracis-33610	45	16	consolidating	consolidate	VERB
bracis-33610	45	17	literature	literature	NOUN
bracis-33610	45	18	reviews	review	NOUN
bracis-33610	45	19	.	.	PUNCT
bracis-33610	46	1	sumpubmed	sumpubme	VERB
bracis-33610	46	2	[	[	PUNCT
bracis-33610	46	3	6	6	NUM
bracis-33610	46	4	]	]	PUNCT
bracis-33610	46	5	and	and	CCONJ
bracis-33610	46	6	scisummnet	scisummnet	PROPN
bracis-33610	46	7	[	[	X
bracis-33610	46	8	19	19	NUM
bracis-33610	46	9	]	]	PUNCT
bracis-33610	46	10	aim	aim	VERB
bracis-33610	46	11	the	the	DET
bracis-33610	46	12	summarization	summarization	NOUN
bracis-33610	46	13	of	of	ADP
bracis-33610	46	14	single	single	ADJ
bracis-33610	46	15	scientific	scientific	ADJ
bracis-33610	46	16	articles	article	NOUN
bracis-33610	46	17	.	.	PUNCT
bracis-33610	47	1	several	several	ADJ
bracis-33610	47	2	other	other	ADJ
bracis-33610	47	3	datasets	dataset	NOUN
bracis-33610	47	4	can	can	AUX
bracis-33610	47	5	be	be	AUX
bracis-33610	47	6	used	use	VERB
bracis-33610	47	7	for	for	ADP
bracis-33610	47	8	multi	multi	ADJ
bracis-33610	47	9	-	-	ADJ
bracis-33610	47	10	document	document	ADJ
bracis-33610	47	11	summarization	summarization	NOUN
bracis-33610	47	12	.	.	PUNCT
bracis-33610	48	1	koh	koh	PROPN
bracis-33610	48	2	et	et	PROPN
bracis-33610	48	3	al	al	PROPN
bracis-33610	48	4	.	.	PUNCT
bracis-33610	49	1	[	[	X
bracis-33610	49	2	8	8	NUM
bracis-33610	49	3	]	]	X
bracis-33610	49	4	work	work	NOUN
bracis-33610	49	5	is	be	AUX
bracis-33610	49	6	an	an	DET
bracis-33610	49	7	extensive	extensive	ADJ
bracis-33610	49	8	survey	survey	NOUN
bracis-33610	49	9	on	on	ADP
bracis-33610	49	10	long	long	ADJ
bracis-33610	49	11	document	document	NOUN
bracis-33610	49	12	summarization	summarization	NOUN
bracis-33610	49	13	,	,	PUNCT
bracis-33610	49	14	including	include	VERB
bracis-33610	49	15	ten	ten	NUM
bracis-33610	49	16	other	other	ADJ
bracis-33610	49	17	mds	mds	NOUN
bracis-33610	49	18	datasets	dataset	NOUN
bracis-33610	49	19	.	.	PUNCT
bracis-33610	50	1	however	however	ADV
bracis-33610	50	2	,	,	PUNCT
bracis-33610	50	3	to	to	ADP
bracis-33610	50	4	the	the	DET
bracis-33610	50	5	best	good	ADJ
bracis-33610	50	6	of	of	ADP
bracis-33610	50	7	our	our	PRON
bracis-33610	50	8	knowledge	knowledge	NOUN
bracis-33610	50	9	,	,	PUNCT
bracis-33610	50	10	there	there	PRON
bracis-33610	50	11	is	be	VERB
bracis-33610	50	12	no	no	DET
bracis-33610	50	13	dataset	dataset	NOUN
bracis-33610	50	14	designed	design	VERB
bracis-33610	50	15	to	to	PART
bracis-33610	50	16	summarize	summarize	VERB
bracis-33610	50	17	a	a	DET
bracis-33610	50	18	set	set	NOUN
bracis-33610	50	19	of	of	ADP
bracis-33610	50	20	scientific	scientific	ADJ
bracis-33610	50	21	articles	article	NOUN
bracis-33610	50	22	in	in	ADP
bracis-33610	50	23	order	order	NOUN
bracis-33610	50	24	to	to	PART
bracis-33610	50	25	generate	generate	VERB
bracis-33610	50	26	a	a	DET
bracis-33610	50	27	section	section	NOUN
bracis-33610	50	28	of	of	ADP
bracis-33610	50	29	a	a	DET
bracis-33610	50	30	scientific	scientific	ADJ
bracis-33610	50	31	survey	survey	NOUN
bracis-33610	50	32	.	.	PUNCT
bracis-33610	51	1	the	the	DET
bracis-33610	51	2	closest	close	ADJ
bracis-33610	51	3	dataset	dataset	NOUN
bracis-33610	51	4	,	,	PUNCT
bracis-33610	51	5	multi	multi	ADJ
bracis-33610	51	6	-	-	NOUN
bracis-33610	51	7	xscience	xscience	NOUN
bracis-33610	51	8	[	[	X
bracis-33610	51	9	12	12	NUM
bracis-33610	51	10	]	]	PUNCT
bracis-33610	51	11	,	,	PUNCT
bracis-33610	51	12	focuses	focus	VERB
bracis-33610	51	13	on	on	ADP
bracis-33610	51	14	writing	write	VERB
bracis-33610	51	15	the	the	DET
bracis-33610	51	16	“	"	PUNCT
bracis-33610	51	17	related	related	ADJ
bracis-33610	51	18	work	work	NOUN
bracis-33610	51	19	”	"	PUNCT
bracis-33610	51	20	section	section	NOUN
bracis-33610	51	21	of	of	ADP
bracis-33610	51	22	a	a	DET
bracis-33610	51	23	paper	paper	NOUN
bracis-33610	51	24	based	base	VERB
bracis-33610	51	25	on	on	ADP
bracis-33610	51	26	the	the	DET
bracis-33610	51	27	abstract	abstract	NOUN
bracis-33610	51	28	of	of	ADP
bracis-33610	51	29	the	the	DET
bracis-33610	51	30	paper	paper	NOUN
bracis-33610	51	31	and	and	CCONJ
bracis-33610	51	32	the	the	DET
bracis-33610	51	33	abstract	abstract	NOUN
bracis-33610	51	34	of	of	ADP
bracis-33610	51	35	the	the	DET
bracis-33610	51	36	articles	article	NOUN
bracis-33610	51	37	it	it	PRON
bracis-33610	51	38	references	reference	VERB
bracis-33610	51	39	.	.	PUNCT
bracis-33610	52	1	it	it	PRON
bracis-33610	52	2	does	do	AUX
bracis-33610	52	3	not	not	PART
bracis-33610	52	4	consider	consider	VERB
bracis-33610	52	5	the	the	DET
bracis-33610	52	6	text	text	NOUN
bracis-33610	52	7	of	of	ADP
bracis-33610	52	8	the	the	DET
bracis-33610	52	9	referenced	referenced	ADJ
bracis-33610	52	10	articles	article	NOUN
bracis-33610	52	11	.	.	PUNCT
bracis-33610	53	1	our	our	PRON
bracis-33610	53	2	dataset	dataset	NOUN
bracis-33610	53	3	,	,	PUNCT
bracis-33610	53	4	on	on	ADP
bracis-33610	53	5	the	the	DET
bracis-33610	53	6	other	other	ADJ
bracis-33610	53	7	hand	hand	NOUN
bracis-33610	53	8	,	,	PUNCT
bracis-33610	53	9	adresses	adresse	VERB
bracis-33610	53	10	this	this	DET
bracis-33610	53	11	gap	gap	NOUN
bracis-33610	53	12	:	:	PUNCT
bracis-33610	53	13	it	it	PRON
bracis-33610	53	14	considers	consider	VERB
bracis-33610	53	15	the	the	DET
bracis-33610	53	16	full	full	ADJ
bracis-33610	53	17	text	text	NOUN
bracis-33610	53	18	of	of	ADP
bracis-33610	53	19	the	the	DET
bracis-33610	53	20	referenced	referenced	ADJ
bracis-33610	53	21	articles	article	NOUN
bracis-33610	53	22	to	to	PART
bracis-33610	53	23	write	write	VERB
bracis-33610	53	24	a	a	DET
bracis-33610	53	25	specific	specific	ADJ
bracis-33610	53	26	section	section	NOUN
bracis-33610	53	27	on	on	ADP
bracis-33610	53	28	a	a	DET
bracis-33610	53	29	subject	subject	NOUN
bracis-33610	53	30	.	.	PUNCT
bracis-33610	54	1	consequently	consequently	ADV
bracis-33610	54	2	,	,	PUNCT
bracis-33610	54	3	our	our	PRON
bracis-33610	54	4	proposed	propose	VERB
bracis-33610	54	5	dataset	dataset	NOUN
bracis-33610	54	6	is	be	AUX
bracis-33610	54	7	truly	truly	ADV
bracis-33610	54	8	a	a	DET
bracis-33610	54	9	multi	multi	ADJ
bracis-33610	54	10	-	-	ADJ
bracis-33610	54	11	document	document	ADJ
bracis-33610	54	12	summarization	summarization	NOUN
bracis-33610	54	13	dataset	dataset	NOUN
bracis-33610	54	14	,	,	PUNCT
bracis-33610	54	15	capable	capable	ADJ
bracis-33610	54	16	of	of	ADP
bracis-33610	54	17	handling	handle	VERB
bracis-33610	54	18	lengthy	lengthy	ADJ
bracis-33610	54	19	documents	document	NOUN
bracis-33610	54	20	.	.	PUNCT
bracis-33610	55	1	3	3	NUM
bracis-33610	55	2	method	method	NOUN
bracis-33610	55	3	in	in	ADP
bracis-33610	55	4	this	this	DET
bracis-33610	55	5	section	section	NOUN
bracis-33610	55	6	,	,	PUNCT
bracis-33610	55	7	we	we	PRON
bracis-33610	55	8	describe	describe	VERB
bracis-33610	55	9	the	the	DET
bracis-33610	55	10	methodology	methodology	NOUN
bracis-33610	55	11	to	to	PART
bracis-33610	55	12	create	create	VERB
bracis-33610	55	13	surveysum	surveysum	NOUN
bracis-33610	55	14	.	.	PUNCT
bracis-33610	56	1	first	first	ADV
bracis-33610	56	2	,	,	PUNCT
bracis-33610	56	3	we	we	PRON
bracis-33610	56	4	describe	describe	VERB
bracis-33610	56	5	our	our	PRON
bracis-33610	56	6	approach	approach	NOUN
bracis-33610	56	7	in	in	ADP
bracis-33610	56	8	selecting	select	VERB
bracis-33610	56	9	existing	exist	VERB
bracis-33610	56	10	surveys	survey	NOUN
bracis-33610	56	11	from	from	ADP
bracis-33610	56	12	the	the	DET
bracis-33610	56	13	scientific	scientific	ADJ
bracis-33610	56	14	literature	literature	NOUN
bracis-33610	56	15	.	.	PUNCT
bracis-33610	57	1	later	later	ADV
bracis-33610	57	2	,	,	PUNCT
bracis-33610	57	3	we	we	PRON
bracis-33610	57	4	detail	detail	VERB
bracis-33610	57	5	the	the	DET
bracis-33610	57	6	text	text	NOUN
bracis-33610	57	7	and	and	CCONJ
bracis-33610	57	8	citations	citation	NOUN
bracis-33610	57	9	extraction	extraction	NOUN
bracis-33610	57	10	process	process	NOUN
bracis-33610	57	11	.	.	PUNCT
bracis-33610	58	1	3.1	3.1	NUM
bracis-33610	58	2	survey	survey	NOUN
bracis-33610	58	3	selection	selection	NOUN
bracis-33610	58	4	the	the	DET
bracis-33610	58	5	selection	selection	NOUN
bracis-33610	58	6	of	of	ADP
bracis-33610	58	7	surveys	survey	NOUN
bracis-33610	58	8	was	be	AUX
bracis-33610	58	9	based	base	VERB
bracis-33610	58	10	on	on	ADP
bracis-33610	58	11	the	the	DET
bracis-33610	58	12	authors	author	NOUN
bracis-33610	58	13	’	’	PART
bracis-33610	58	14	expertise	expertise	NOUN
bracis-33610	58	15	in	in	ADP
bracis-33610	58	16	the	the	DET
bracis-33610	58	17	field	field	NOUN
bracis-33610	58	18	of	of	ADP
bracis-33610	58	19	artificial	artificial	ADJ
bracis-33610	58	20	intelligence	intelligence	NOUN
bracis-33610	58	21	,	,	PUNCT
bracis-33610	58	22	natural	natural	ADJ
bracis-33610	58	23	language	language	NOUN
bracis-33610	58	24	processing	processing	NOUN
bracis-33610	58	25	,	,	PUNCT
bracis-33610	58	26	and	and	CCONJ
bracis-33610	58	27	machine	machine	NOUN
bracis-33610	58	28	learning	learning	NOUN
bracis-33610	58	29	.	.	PUNCT
bracis-33610	59	1	the	the	DET
bracis-33610	59	2	surveys	survey	NOUN
bracis-33610	59	3	were	be	AUX
bracis-33610	59	4	chosen	choose	VERB
bracis-33610	59	5	to	to	PART
bracis-33610	59	6	cover	cover	VERB
bracis-33610	59	7	a	a	DET
bracis-33610	59	8	broad	broad	ADJ
bracis-33610	59	9	range	range	NOUN
bracis-33610	59	10	of	of	ADP
bracis-33610	59	11	topics	topic	NOUN
bracis-33610	59	12	within	within	ADP
bracis-33610	59	13	these	these	DET
bracis-33610	59	14	areas	area	NOUN
bracis-33610	59	15	,	,	PUNCT
bracis-33610	59	16	ensuring	ensure	VERB
bracis-33610	59	17	the	the	DET
bracis-33610	59	18	dataset	dataset	NOUN
bracis-33610	59	19	’s	’s	PART
bracis-33610	59	20	diversity	diversity	NOUN
bracis-33610	59	21	and	and	CCONJ
bracis-33610	59	22	applicability	applicability	NOUN
bracis-33610	59	23	.	.	PUNCT
bracis-33610	60	1	for	for	SCONJ
bracis-33610	60	2	surveys	survey	NOUN
bracis-33610	60	3	to	to	PART
bracis-33610	60	4	be	be	AUX
bracis-33610	60	5	eligible	eligible	ADJ
bracis-33610	60	6	for	for	ADP
bracis-33610	60	7	inclusion	inclusion	NOUN
bracis-33610	60	8	in	in	ADP
bracis-33610	60	9	the	the	DET
bracis-33610	60	10	dataset	dataset	NOUN
bracis-33610	60	11	,	,	PUNCT
bracis-33610	60	12	they	they	PRON
bracis-33610	60	13	had	have	VERB
bracis-33610	60	14	to	to	PART
bracis-33610	60	15	attend	attend	VERB
bracis-33610	60	16	to	to	ADP
bracis-33610	60	17	the	the	DET
bracis-33610	60	18	following	follow	VERB
bracis-33610	60	19	criteria	criterion	NOUN
bracis-33610	60	20	:	:	PUNCT
bracis-33610	60	21	(	(	PUNCT
bracis-33610	60	22	1	1	X
bracis-33610	60	23	)	)	PUNCT
bracis-33610	60	24	be	be	AUX
bracis-33610	60	25	a	a	DET
bracis-33610	60	26	comprehensive	comprehensive	ADJ
bracis-33610	60	27	survey	survey	NOUN
bracis-33610	60	28	in	in	ADP
bracis-33610	60	29	the	the	DET
bracis-33610	60	30	field	field	NOUN
bracis-33610	60	31	of	of	ADP
bracis-33610	60	32	artificial	artificial	ADJ
bracis-33610	60	33	intelligence	intelligence	NOUN
bracis-33610	60	34	,	,	PUNCT
bracis-33610	60	35	natural	natural	ADJ
bracis-33610	60	36	language	language	NOUN
bracis-33610	60	37	processing	processing	NOUN
bracis-33610	60	38	,	,	PUNCT
bracis-33610	60	39	or	or	CCONJ
bracis-33610	60	40	machine	machine	NOUN
bracis-33610	60	41	learning	learning	NOUN
bracis-33610	60	42	;	;	PUNCT
bracis-33610	60	43	(	(	PUNCT
bracis-33610	60	44	2	2	X
bracis-33610	60	45	)	)	PUNCT
bracis-33610	60	46	be	be	AUX
bracis-33610	60	47	divided	divide	VERB
bracis-33610	60	48	into	into	ADP
bracis-33610	60	49	sections	section	NOUN
bracis-33610	60	50	,	,	PUNCT
bracis-33610	60	51	each	each	PRON
bracis-33610	60	52	with	with	ADP
bracis-33610	60	53	citations	citation	NOUN
bracis-33610	60	54	of	of	ADP
bracis-33610	60	55	scientific	scientific	ADJ
bracis-33610	60	56	articles	article	NOUN
bracis-33610	60	57	;	;	PUNCT
bracis-33610	60	58	(	(	PUNCT
bracis-33610	60	59	3	3	X
bracis-33610	60	60	)	)	PUNCT
bracis-33610	60	61	be	be	AUX
bracis-33610	60	62	freely	freely	ADV
bracis-33610	60	63	available	available	ADJ
bracis-33610	60	64	online	online	ADV
bracis-33610	60	65	;	;	PUNCT
bracis-33610	60	66	and	and	CCONJ
bracis-33610	60	67	(	(	PUNCT
bracis-33610	60	68	4	4	X
bracis-33610	60	69	)	)	PUNCT
bracis-33610	60	70	be	be	AUX
bracis-33610	60	71	written	write	VERB
bracis-33610	60	72	in	in	ADP
bracis-33610	60	73	english	english	PROPN
bracis-33610	60	74	.	.	PUNCT
bracis-33610	61	1	first	first	ADV
bracis-33610	61	2	,	,	PUNCT
bracis-33610	61	3	we	we	PRON
bracis-33610	61	4	conducted	conduct	VERB
bracis-33610	61	5	a	a	DET
bracis-33610	61	6	search	search	NOUN
bracis-33610	61	7	on	on	ADP
bracis-33610	61	8	google	google	PROPN
bracis-33610	61	9	scholar	scholar	NOUN
bracis-33610	61	10	using	use	VERB
bracis-33610	61	11	the	the	DET
bracis-33610	61	12	keywords	keyword	NOUN
bracis-33610	61	13	comprehensive	comprehensive	ADJ
bracis-33610	61	14	,	,	PUNCT
bracis-33610	61	15	survey	survey	NOUN
bracis-33610	61	16	,	,	PUNCT
bracis-33610	61	17	artificial	artificial	ADJ
bracis-33610	61	18	intelligence	intelligence	NOUN
bracis-33610	61	19	,	,	PUNCT
bracis-33610	61	20	natural	natural	ADJ
bracis-33610	61	21	language	language	NOUN
bracis-33610	61	22	processing	processing	NOUN
bracis-33610	61	23	,	,	PUNCT
bracis-33610	61	24	and	and	CCONJ
bracis-33610	61	25	machine	machine	NOUN
bracis-33610	61	26	learning	learning	NOUN
bracis-33610	61	27	.	.	PUNCT
bracis-33610	62	1	we	we	PRON
bracis-33610	62	2	then	then	ADV
bracis-33610	62	3	filtered	filter	VERB
bracis-33610	62	4	the	the	DET
bracis-33610	62	5	results	result	NOUN
bracis-33610	62	6	to	to	PART
bracis-33610	62	7	include	include	VERB
bracis-33610	62	8	only	only	ADJ
bracis-33610	62	9	surveys	survey	NOUN
bracis-33610	62	10	published	publish	VERB
bracis-33610	62	11	in	in	ADP
bracis-33610	62	12	the	the	DET
bracis-33610	62	13	last	last	ADJ
bracis-33610	62	14	five	five	NUM
bracis-33610	62	15	years	year	NOUN
bracis-33610	62	16	and	and	CCONJ
bracis-33610	62	17	that	that	PRON
bracis-33610	62	18	are	be	AUX
bracis-33610	62	19	freely	freely	ADV
bracis-33610	62	20	available	available	ADJ
bracis-33610	62	21	.	.	PUNCT
bracis-33610	63	1	the	the	DET
bracis-33610	63	2	surveys	survey	NOUN
bracis-33610	63	3	were	be	AUX
bracis-33610	63	4	manually	manually	ADV
bracis-33610	63	5	reviewed	review	VERB
bracis-33610	63	6	to	to	PART
bracis-33610	63	7	ensure	ensure	VERB
bracis-33610	63	8	they	they	PRON
bracis-33610	63	9	met	meet	VERB
bracis-33610	63	10	the	the	DET
bracis-33610	63	11	eligibility	eligibility	NOUN
bracis-33610	63	12	criteria	criterion	NOUN
bracis-33610	63	13	,	,	PUNCT
bracis-33610	63	14	resulting	result	VERB
bracis-33610	63	15	in	in	ADP
bracis-33610	63	16	the	the	DET
bracis-33610	63	17	selection	selection	NOUN
bracis-33610	63	18	of	of	ADP
bracis-33610	63	19	six	six	NUM
bracis-33610	63	20	surveys	survey	NOUN
bracis-33610	63	21	.	.	PUNCT
bracis-33610	64	1	usually	usually	ADV
bracis-33610	64	2	,	,	PUNCT
bracis-33610	64	3	surveys	survey	NOUN
bracis-33610	64	4	are	be	AUX
bracis-33610	64	5	structured	structure	VERB
bracis-33610	64	6	into	into	ADP
bracis-33610	64	7	sections	section	NOUN
bracis-33610	64	8	to	to	PART
bracis-33610	64	9	organize	organize	VERB
bracis-33610	64	10	the	the	DET
bracis-33610	64	11	content	content	NOUN
bracis-33610	64	12	and	and	CCONJ
bracis-33610	64	13	facilitate	facilitate	NOUN
bracis-33610	64	14	reading	reading	NOUN
bracis-33610	64	15	and	and	CCONJ
bracis-33610	64	16	understanding	understanding	NOUN
bracis-33610	64	17	.	.	PUNCT
bracis-33610	65	1	this	this	PRON
bracis-33610	65	2	makes	make	VERB
bracis-33610	65	3	each	each	DET
bracis-33610	65	4	section	section	NOUN
bracis-33610	65	5	a	a	DET
bracis-33610	65	6	self	self	NOUN
bracis-33610	65	7	-	-	PUNCT
bracis-33610	65	8	contained	contain	VERB
bracis-33610	65	9	summary	summary	NOUN
bracis-33610	65	10	of	of	ADP
bracis-33610	65	11	a	a	DET
bracis-33610	65	12	specific	specific	ADJ
bracis-33610	65	13	aspect	aspect	NOUN
bracis-33610	65	14	of	of	ADP
bracis-33610	65	15	the	the	DET
bracis-33610	65	16	survey	survey	NOUN
bracis-33610	65	17	,	,	PUNCT
bracis-33610	65	18	while	while	SCONJ
bracis-33610	65	19	the	the	DET
bracis-33610	65	20	cited	cite	VERB
bracis-33610	65	21	papers	paper	NOUN
bracis-33610	65	22	are	be	AUX
bracis-33610	65	23	the	the	DET
bracis-33610	65	24	source	source	NOUN
bracis-33610	65	25	documents	document	NOUN
bracis-33610	65	26	.	.	PUNCT
bracis-33610	66	1	thus	thus	ADV
bracis-33610	66	2	,	,	PUNCT
bracis-33610	66	3	each	each	DET
bracis-33610	66	4	section	section	NOUN
bracis-33610	66	5	is	be	AUX
bracis-33610	66	6	a	a	DET
bracis-33610	66	7	summary	summary	NOUN
bracis-33610	66	8	of	of	ADP
bracis-33610	66	9	the	the	DET
bracis-33610	66	10	cited	cite	VERB
bracis-33610	66	11	papers	paper	NOUN
bracis-33610	66	12	,	,	PUNCT
bracis-33610	66	13	making	make	VERB
bracis-33610	66	14	it	it	PRON
bracis-33610	66	15	an	an	DET
bracis-33610	66	16	ideal	ideal	ADJ
bracis-33610	66	17	target	target	NOUN
bracis-33610	66	18	for	for	ADP
bracis-33610	66	19	the	the	DET
bracis-33610	66	20	mds	mds	PROPN
bracis-33610	66	21	task	task	NOUN
bracis-33610	66	22	.	.	PUNCT
bracis-33610	67	1	finally	finally	ADV
bracis-33610	67	2	,	,	PUNCT
bracis-33610	67	3	surveysum	surveysum	VERB
bracis-33610	67	4	samples	sample	NOUN
bracis-33610	67	5	are	be	AUX
bracis-33610	67	6	comprised	comprise	VERB
bracis-33610	67	7	by	by	ADP
bracis-33610	67	8	the	the	DET
bracis-33610	67	9	sections	section	NOUN
bracis-33610	67	10	texts	text	NOUN
bracis-33610	67	11	of	of	ADP
bracis-33610	67	12	surveys	survey	NOUN
bracis-33610	67	13	with	with	ADP
bracis-33610	67	14	the	the	DET
bracis-33610	67	15	corresponding	corresponding	ADJ
bracis-33610	67	16	citation	citation	NOUN
bracis-33610	67	17	papers	paper	NOUN
bracis-33610	67	18	.	.	PUNCT
bracis-33610	68	1	this	this	PRON
bracis-33610	68	2	ensures	ensure	VERB
bracis-33610	68	3	that	that	SCONJ
bracis-33610	68	4	the	the	DET
bracis-33610	68	5	dataset	dataset	NOUN
bracis-33610	68	6	can	can	AUX
bracis-33610	68	7	be	be	AUX
bracis-33610	68	8	used	use	VERB
bracis-33610	68	9	to	to	PART
bracis-33610	68	10	evaluate	evaluate	VERB
bracis-33610	68	11	the	the	DET
bracis-33610	68	12	summarization	summarization	NOUN
bracis-33610	68	13	of	of	ADP
bracis-33610	68	14	specific	specific	ADJ
bracis-33610	68	15	topic	topic	NOUN
bracis-33610	68	16	areas	area	NOUN
bracis-33610	68	17	within	within	ADP
bracis-33610	68	18	the	the	DET
bracis-33610	68	19	surveys	survey	NOUN
bracis-33610	68	20	.	.	PUNCT
bracis-33610	69	1	3.2	3.2	NUM
bracis-33610	69	2	dataset	dataset	NOUN
bracis-33610	69	3	creation	creation	NOUN
bracis-33610	69	4	in	in	ADP
bracis-33610	69	5	this	this	DET
bracis-33610	69	6	section	section	NOUN
bracis-33610	69	7	,	,	PUNCT
bracis-33610	69	8	we	we	PRON
bracis-33610	69	9	describe	describe	VERB
bracis-33610	69	10	the	the	DET
bracis-33610	69	11	methodology	methodology	NOUN
bracis-33610	69	12	to	to	PART
bracis-33610	69	13	create	create	VERB
bracis-33610	69	14	the	the	DET
bracis-33610	69	15	dataset	dataset	NOUN
bracis-33610	69	16	,	,	PUNCT
bracis-33610	69	17	illustrated	illustrate	VERB
bracis-33610	69	18	in	in	ADP
bracis-33610	69	19	fig	fig	NOUN
bracis-33610	69	20	.	.	PUNCT
bracis-33610	69	21	 	 	SPACE
bracis-33610	70	1	1	1	X
bracis-33610	70	2	.	.	PUNCT
bracis-33610	71	1	this	this	DET
bracis-33610	71	2	process	process	NOUN
bracis-33610	71	3	is	be	AUX
bracis-33610	71	4	applied	apply	VERB
bracis-33610	71	5	to	to	ADP
bracis-33610	71	6	all	all	DET
bracis-33610	71	7	the	the	DET
bracis-33610	71	8	surveys	survey	NOUN
bracis-33610	71	9	selected	select	VERB
bracis-33610	71	10	in	in	ADP
bracis-33610	71	11	the	the	DET
bracis-33610	71	12	method	method	NOUN
bracis-33610	71	13	described	describe	VERB
bracis-33610	71	14	in	in	ADP
bracis-33610	71	15	the	the	DET
bracis-33610	71	16	previous	previous	ADJ
bracis-33610	71	17	section	section	NOUN
bracis-33610	71	18	.	.	PUNCT
bracis-33610	72	1	fig	fig	NOUN
bracis-33610	72	2	.	.	PUNCT
bracis-33610	73	1	1	1	X
bracis-33610	73	2	.	.	X
bracis-33610	73	3	dataset	dataset	ADJ
bracis-33610	73	4	creation	creation	NOUN
bracis-33610	73	5	process	process	NOUN
bracis-33610	73	6	.	.	PUNCT
bracis-33610	74	1	full	full	ADJ
bracis-33610	74	2	size	size	NOUN
bracis-33610	74	3	image	image	NOUN
bracis-33610	74	4	initially	initially	ADV
bracis-33610	74	5	,	,	PUNCT
bracis-33610	74	6	we	we	PRON
bracis-33610	74	7	parsed	parse	VERB
bracis-33610	74	8	each	each	DET
bracis-33610	74	9	survey	survey	NOUN
bracis-33610	74	10	with	with	ADP
bracis-33610	74	11	s2orc	s2orc	ADV
bracis-33610	74	12	-	-	PUNCT
bracis-33610	74	13	doc2jsonfootnote	doc2jsonfootnote	SYM
bracis-33610	74	14	2	2	NUM
bracis-33610	74	15	,	,	PUNCT
bracis-33610	74	16	extracting	extract	VERB
bracis-33610	74	17	the	the	DET
bracis-33610	74	18	sections	section	NOUN
bracis-33610	74	19	along	along	ADP
bracis-33610	74	20	with	with	ADP
bracis-33610	74	21	the	the	DET
bracis-33610	74	22	corresponding	corresponding	ADJ
bracis-33610	74	23	citations	citation	NOUN
bracis-33610	74	24	.	.	PUNCT
bracis-33610	75	1	s2orc	s2orc	PROPN
bracis-33610	75	2	-	-	PUNCT
bracis-33610	75	3	doc2json	doc2json	PROPN
bracis-33610	75	4	converts	convert	VERB
bracis-33610	75	5	scientific	scientific	ADJ
bracis-33610	75	6	articles	article	NOUN
bracis-33610	75	7	from	from	ADP
bracis-33610	75	8	various	various	ADJ
bracis-33610	75	9	formats	format	NOUN
bracis-33610	75	10	,	,	PUNCT
bracis-33610	75	11	such	such	ADJ
bracis-33610	75	12	as	as	ADP
bracis-33610	75	13	pdfs	pdfs	PROPN
bracis-33610	75	14	and	and	CCONJ
bracis-33610	75	15	latex	latex	NOUN
bracis-33610	75	16	,	,	PUNCT
bracis-33610	75	17	to	to	PART
bracis-33610	75	18	javascript	javascript	VERB
bracis-33610	75	19	object	object	NOUN
bracis-33610	75	20	notation	notation	NOUN
bracis-33610	75	21	(	(	PUNCT
bracis-33610	75	22	json	json	NOUN
bracis-33610	75	23	)	)	PUNCT
bracis-33610	75	24	format	format	NOUN
bracis-33610	75	25	.	.	PUNCT
bracis-33610	76	1	additionally	additionally	ADV
bracis-33610	76	2	,	,	PUNCT
bracis-33610	76	3	s2orc	s2orc	PROPN
bracis-33610	76	4	-	-	PUNCT
bracis-33610	76	5	doc2json	doc2json	PROPN
bracis-33610	76	6	extracts	extract	VERB
bracis-33610	76	7	the	the	DET
bracis-33610	76	8	citations	citation	NOUN
bracis-33610	76	9	from	from	ADP
bracis-33610	76	10	scientific	scientific	ADJ
bracis-33610	76	11	papers	paper	NOUN
bracis-33610	76	12	,	,	PUNCT
bracis-33610	76	13	indicating	indicate	VERB
bracis-33610	76	14	both	both	CCONJ
bracis-33610	76	15	the	the	DET
bracis-33610	76	16	position	position	NOUN
bracis-33610	76	17	of	of	ADP
bracis-33610	76	18	the	the	DET
bracis-33610	76	19	citation	citation	NOUN
bracis-33610	76	20	within	within	ADP
bracis-33610	76	21	the	the	DET
bracis-33610	76	22	text	text	NOUN
bracis-33610	76	23	and	and	CCONJ
bracis-33610	76	24	the	the	DET
bracis-33610	76	25	referenced	referenced	ADJ
bracis-33610	76	26	paper	paper	NOUN
bracis-33610	76	27	.	.	PUNCT
bracis-33610	77	1	the	the	DET
bracis-33610	77	2	next	next	ADJ
bracis-33610	77	3	step	step	NOUN
bracis-33610	77	4	is	be	AUX
bracis-33610	77	5	to	to	PART
bracis-33610	77	6	retrieve	retrieve	VERB
bracis-33610	77	7	the	the	DET
bracis-33610	77	8	full	full	ADJ
bracis-33610	77	9	text	text	NOUN
bracis-33610	77	10	of	of	ADP
bracis-33610	77	11	the	the	DET
bracis-33610	77	12	cited	cite	VERB
bracis-33610	77	13	papers	paper	NOUN
bracis-33610	77	14	.	.	PUNCT
bracis-33610	78	1	for	for	ADP
bracis-33610	78	2	this	this	PRON
bracis-33610	78	3	,	,	PUNCT
bracis-33610	78	4	we	we	PRON
bracis-33610	78	5	conducted	conduct	VERB
bracis-33610	78	6	searches	search	NOUN
bracis-33610	78	7	,	,	PUNCT
bracis-33610	78	8	utilizing	utilize	VERB
bracis-33610	78	9	available	available	ADJ
bracis-33610	78	10	apis	apis	NOUN
bracis-33610	78	11	(	(	PUNCT
bracis-33610	78	12	e.g.	e.g.	ADV
bracis-33610	78	13	,	,	PUNCT
bracis-33610	78	14	arxiv	arxiv	PROPN
bracis-33610	78	15	search	search	PROPN
bracis-33610	78	16	api	api	PROPN
bracis-33610	78	17	)	)	PUNCT
bracis-33610	78	18	,	,	PUNCT
bracis-33610	78	19	across	across	ADP
bracis-33610	78	20	online	online	ADJ
bracis-33610	78	21	repositories	repository	NOUN
bracis-33610	78	22	including	include	VERB
bracis-33610	78	23	arxivfootnote	arxivfootnote	NOUN
bracis-33610	78	24	3	3	NUM
bracis-33610	78	25	and	and	CCONJ
bracis-33610	78	26	semantic	semantic	ADJ
bracis-33610	78	27	scholarfootnote	scholarfootnote	NOUN
bracis-33610	78	28	4	4	NUM
bracis-33610	78	29	supplemented	supplement	VERB
bracis-33610	78	30	by	by	ADP
bracis-33610	78	31	a	a	DET
bracis-33610	78	32	crawler	crawler	NOUN
bracis-33610	78	33	for	for	ADP
bracis-33610	78	34	google	google	PROPN
bracis-33610	78	35	scholarfootnote	scholarfootnote	NOUN
bracis-33610	78	36	5	5	NUM
bracis-33610	78	37	.	.	PUNCT
bracis-33610	79	1	finally	finally	ADV
bracis-33610	79	2	,	,	PUNCT
bracis-33610	79	3	we	we	PRON
bracis-33610	79	4	manually	manually	ADV
bracis-33610	79	5	verified	verify	VERB
bracis-33610	79	6	each	each	DET
bracis-33610	79	7	extracted	extract	VERB
bracis-33610	79	8	citation	citation	NOUN
bracis-33610	79	9	against	against	ADP
bracis-33610	79	10	the	the	DET
bracis-33610	79	11	original	original	ADJ
bracis-33610	79	12	surveys	survey	NOUN
bracis-33610	79	13	.	.	PUNCT
bracis-33610	80	1	this	this	DET
bracis-33610	80	2	step	step	NOUN
bracis-33610	80	3	was	be	AUX
bracis-33610	80	4	necessary	necessary	ADJ
bracis-33610	80	5	because	because	SCONJ
bracis-33610	80	6	s2orc	s2orc	PROPN
bracis-33610	80	7	-	-	PUNCT
bracis-33610	80	8	doc2json	doc2json	PROPN
bracis-33610	80	9	is	be	AUX
bracis-33610	80	10	a	a	DET
bracis-33610	80	11	machine	machine	NOUN
bracis-33610	80	12	learning	learn	VERB
bracis-33610	80	13	based	base	VERB
bracis-33610	80	14	process	process	NOUN
bracis-33610	80	15	,	,	PUNCT
bracis-33610	80	16	thus	thus	ADV
bracis-33610	80	17	susceptible	susceptible	ADJ
bracis-33610	80	18	to	to	ADP
bracis-33610	80	19	inconsistencies	inconsistency	NOUN
bracis-33610	80	20	.	.	PUNCT
bracis-33610	81	1	also	also	ADV
bracis-33610	81	2	,	,	PUNCT
bracis-33610	81	3	some	some	DET
bracis-33610	81	4	corresponding	correspond	VERB
bracis-33610	81	5	papers	paper	NOUN
bracis-33610	81	6	were	be	AUX
bracis-33610	81	7	not	not	PART
bracis-33610	81	8	retrieved	retrieve	VERB
bracis-33610	81	9	using	use	VERB
bracis-33610	81	10	the	the	DET
bracis-33610	81	11	apis	apis	NOUN
bracis-33610	81	12	or	or	CCONJ
bracis-33610	81	13	the	the	DET
bracis-33610	81	14	crawler	crawler	NOUN
bracis-33610	81	15	,	,	PUNCT
bracis-33610	81	16	so	so	SCONJ
bracis-33610	81	17	a	a	DET
bracis-33610	81	18	manual	manual	ADJ
bracis-33610	81	19	search	search	NOUN
bracis-33610	81	20	and	and	CCONJ
bracis-33610	81	21	retrieval	retrieval	NOUN
bracis-33610	81	22	was	be	AUX
bracis-33610	81	23	necessary	necessary	ADJ
bracis-33610	81	24	.	.	PUNCT
bracis-33610	82	1	using	use	VERB
bracis-33610	82	2	this	this	DET
bracis-33610	82	3	approach	approach	NOUN
bracis-33610	82	4	,	,	PUNCT
bracis-33610	82	5	the	the	DET
bracis-33610	82	6	surveysum	surveysum	NOUN
bracis-33610	82	7	was	be	AUX
bracis-33610	82	8	created	create	VERB
bracis-33610	82	9	.	.	PUNCT
bracis-33610	83	1	data	datum	NOUN
bracis-33610	83	2	was	be	AUX
bracis-33610	83	3	extracted	extract	VERB
bracis-33610	83	4	from	from	ADP
bracis-33610	83	5	79	79	NUM
bracis-33610	83	6	sections	section	NOUN
bracis-33610	83	7	across	across	ADP
bracis-33610	83	8	6	6	NUM
bracis-33610	83	9	surveys	survey	NOUN
bracis-33610	83	10	.	.	PUNCT
bracis-33610	84	1	each	each	DET
bracis-33610	84	2	section	section	NOUN
bracis-33610	84	3	is	be	AUX
bracis-33610	84	4	related	relate	VERB
bracis-33610	84	5	to	to	ADP
bracis-33610	84	6	an	an	DET
bracis-33610	84	7	average	average	NOUN
bracis-33610	84	8	of	of	ADP
bracis-33610	84	9	7.38	7.38	NUM
bracis-33610	84	10	articles	article	NOUN
bracis-33610	84	11	,	,	PUNCT
bracis-33610	84	12	with	with	ADP
bracis-33610	84	13	a	a	DET
bracis-33610	84	14	standard	standard	ADJ
bracis-33610	84	15	deviation	deviation	NOUN
bracis-33610	84	16	of	of	ADP
bracis-33610	84	17	4.95	4.95	NUM
bracis-33610	84	18	articles	article	NOUN
bracis-33610	84	19	(	(	PUNCT
bracis-33610	84	20	median	median	NOUN
bracis-33610	84	21	is	be	AUX
bracis-33610	84	22	7	7	NUM
bracis-33610	84	23	articles	article	NOUN
bracis-33610	84	24	)	)	PUNCT
bracis-33610	84	25	.	.	PUNCT
bracis-33610	85	1	thus	thus	ADV
bracis-33610	85	2	,	,	PUNCT
bracis-33610	85	3	the	the	DET
bracis-33610	85	4	task	task	NOUN
bracis-33610	85	5	is	be	AUX
bracis-33610	85	6	to	to	PART
bracis-33610	85	7	generate	generate	VERB
bracis-33610	85	8	a	a	DET
bracis-33610	85	9	survey	survey	NOUN
bracis-33610	85	10	’s	’s	PART
bracis-33610	85	11	section	section	NOUN
bracis-33610	85	12	text	text	NOUN
bracis-33610	85	13	given	give	VERB
bracis-33610	85	14	its	its	PRON
bracis-33610	85	15	title	title	NOUN
bracis-33610	85	16	and	and	CCONJ
bracis-33610	85	17	a	a	DET
bracis-33610	85	18	collection	collection	NOUN
bracis-33610	85	19	of	of	ADP
bracis-33610	85	20	papers	paper	NOUN
bracis-33610	85	21	.	.	PUNCT
bracis-33610	86	1	4	4	NUM
bracis-33610	86	2	pipelines	pipeline	NOUN
bracis-33610	86	3	4.1	4.1	NUM
bracis-33610	86	4	general	general	ADJ
bracis-33610	86	5	pipeline	pipeline	NOUN
bracis-33610	86	6	the	the	DET
bracis-33610	86	7	text	text	NOUN
bracis-33610	86	8	generation	generation	NOUN
bracis-33610	86	9	of	of	ADP
bracis-33610	86	10	a	a	DET
bracis-33610	86	11	survey	survey	NOUN
bracis-33610	86	12	’s	’s	PART
bracis-33610	86	13	section	section	NOUN
bracis-33610	86	14	is	be	AUX
bracis-33610	86	15	a	a	DET
bracis-33610	86	16	multi	multi	ADJ
bracis-33610	86	17	-	-	ADJ
bracis-33610	86	18	document	document	ADJ
bracis-33610	86	19	summarization	summarization	NOUN
bracis-33610	86	20	problem	problem	NOUN
bracis-33610	86	21	.	.	PUNCT
bracis-33610	87	1	starting	start	VERB
bracis-33610	87	2	from	from	ADP
bracis-33610	87	3	an	an	DET
bracis-33610	87	4	input	input	NOUN
bracis-33610	87	5	topic	topic	NOUN
bracis-33610	87	6	,	,	PUNCT
bracis-33610	87	7	the	the	DET
bracis-33610	87	8	goal	goal	NOUN
bracis-33610	87	9	is	be	AUX
bracis-33610	87	10	to	to	PART
bracis-33610	87	11	find	find	VERB
bracis-33610	87	12	papers	paper	NOUN
bracis-33610	87	13	related	relate	VERB
bracis-33610	87	14	to	to	ADP
bracis-33610	87	15	the	the	DET
bracis-33610	87	16	topic	topic	NOUN
bracis-33610	87	17	and	and	CCONJ
bracis-33610	87	18	summarize	summarize	VERB
bracis-33610	87	19	them	they	PRON
bracis-33610	87	20	into	into	ADP
bracis-33610	87	21	a	a	DET
bracis-33610	87	22	single	single	ADJ
bracis-33610	87	23	cohesive	cohesive	ADJ
bracis-33610	87	24	,	,	PUNCT
bracis-33610	87	25	coherent	coherent	ADJ
bracis-33610	87	26	,	,	PUNCT
bracis-33610	87	27	and	and	CCONJ
bracis-33610	87	28	technically	technically	ADV
bracis-33610	87	29	correct	correct	ADJ
bracis-33610	87	30	text	text	NOUN
bracis-33610	87	31	.	.	PUNCT
bracis-33610	88	1	we	we	PRON
bracis-33610	88	2	present	present	VERB
bracis-33610	88	3	a	a	DET
bracis-33610	88	4	general	general	ADJ
bracis-33610	88	5	pipeline	pipeline	NOUN
bracis-33610	88	6	,	,	PUNCT
bracis-33610	88	7	divided	divide	VERB
bracis-33610	88	8	in	in	ADP
bracis-33610	88	9	three	three	NUM
bracis-33610	88	10	stage	stage	NOUN
bracis-33610	88	11	,	,	PUNCT
bracis-33610	88	12	to	to	PART
bracis-33610	88	13	automatically	automatically	ADV
bracis-33610	88	14	generate	generate	VERB
bracis-33610	88	15	a	a	DET
bracis-33610	88	16	survey	survey	NOUN
bracis-33610	88	17	’s	’s	PART
bracis-33610	88	18	section	section	NOUN
bracis-33610	88	19	text	text	NOUN
bracis-33610	88	20	from	from	ADP
bracis-33610	88	21	reference	reference	NOUN
bracis-33610	88	22	papers	paper	NOUN
bracis-33610	88	23	,	,	PUNCT
bracis-33610	88	24	as	as	SCONJ
bracis-33610	88	25	shown	show	VERB
bracis-33610	88	26	in	in	ADP
bracis-33610	88	27	fig	fig	NOUN
bracis-33610	88	28	.	.	PUNCT
bracis-33610	88	29	 	 	SPACE
bracis-33610	88	30	2	2	NUM
bracis-33610	88	31	and	and	CCONJ
bracis-33610	88	32	detailed	detailed	ADJ
bracis-33610	88	33	as	as	SCONJ
bracis-33610	88	34	follows	follow	VERB
bracis-33610	88	35	:	:	PUNCT
bracis-33610	88	36	1	1	X
bracis-33610	88	37	.	.	X
bracis-33610	88	38	stage	stage	NOUN
bracis-33610	88	39	1	1	NUM
bracis-33610	88	40	:	:	PUNCT
bracis-33610	88	41	definition	definition	NOUN
bracis-33610	88	42	of	of	ADP
bracis-33610	88	43	the	the	DET
bracis-33610	88	44	title	title	NOUN
bracis-33610	88	45	of	of	ADP
bracis-33610	88	46	the	the	DET
bracis-33610	88	47	survey	survey	NOUN
bracis-33610	88	48	,	,	PUNCT
bracis-33610	88	49	the	the	DET
bracis-33610	88	50	title	title	NOUN
bracis-33610	88	51	of	of	ADP
bracis-33610	88	52	the	the	DET
bracis-33610	88	53	sections	section	NOUN
bracis-33610	88	54	,	,	PUNCT
bracis-33610	88	55	and	and	CCONJ
bracis-33610	88	56	related	related	ADJ
bracis-33610	88	57	papers	paper	NOUN
bracis-33610	88	58	;	;	PUNCT
bracis-33610	88	59	2	2	X
bracis-33610	88	60	.	.	X
bracis-33610	88	61	stage	stage	NOUN
bracis-33610	88	62	2	2	NUM
bracis-33610	88	63	:	:	PUNCT
bracis-33610	88	64	split	split	VERB
bracis-33610	88	65	the	the	DET
bracis-33610	88	66	relevant	relevant	ADJ
bracis-33610	88	67	papers	paper	NOUN
bracis-33610	88	68	texts	text	NOUN
bracis-33610	88	69	into	into	ADP
bracis-33610	88	70	chunks	chunk	NOUN
bracis-33610	88	71	and	and	CCONJ
bracis-33610	88	72	use	use	VERB
bracis-33610	88	73	a	a	DET
bracis-33610	88	74	search	search	NOUN
bracis-33610	88	75	algorithm	algorithm	NOUN
bracis-33610	88	76	to	to	PART
bracis-33610	88	77	retrieve	retrieve	VERB
bracis-33610	88	78	the	the	DET
bracis-33610	88	79	relevant	relevant	ADJ
bracis-33610	88	80	chunks	chunk	NOUN
bracis-33610	88	81	according	accord	VERB
bracis-33610	88	82	to	to	ADP
bracis-33610	88	83	the	the	DET
bracis-33610	88	84	title	title	NOUN
bracis-33610	88	85	of	of	ADP
bracis-33610	88	86	the	the	DET
bracis-33610	88	87	survey	survey	NOUN
bracis-33610	88	88	’s	’s	PART
bracis-33610	88	89	section	section	NOUN
bracis-33610	88	90	;	;	PUNCT
bracis-33610	88	91	3	3	X
bracis-33610	88	92	.	.	NOUN
bracis-33610	88	93	stage	stage	NOUN
bracis-33610	88	94	3	3	NUM
bracis-33610	88	95	:	:	PUNCT
bracis-33610	88	96	generate	generate	VERB
bracis-33610	88	97	the	the	DET
bracis-33610	88	98	text	text	NOUN
bracis-33610	88	99	for	for	ADP
bracis-33610	88	100	the	the	DET
bracis-33610	88	101	section	section	NOUN
bracis-33610	88	102	with	with	ADP
bracis-33610	88	103	a	a	DET
bracis-33610	88	104	large	large	ADJ
bracis-33610	88	105	language	language	NOUN
bracis-33610	88	106	model	model	NOUN
bracis-33610	88	107	(	(	PUNCT
bracis-33610	88	108	llm	llm	PROPN
bracis-33610	88	109	)	)	PUNCT
bracis-33610	88	110	.	.	PUNCT
bracis-33610	89	1	fig	fig	NOUN
bracis-33610	89	2	.	.	PUNCT
bracis-33610	90	1	2	2	NUM
bracis-33610	90	2	.	.	X
bracis-33610	90	3	three	three	NUM
bracis-33610	90	4	stages	stage	NOUN
bracis-33610	90	5	to	to	PART
bracis-33610	90	6	generate	generate	VERB
bracis-33610	90	7	a	a	DET
bracis-33610	90	8	section	section	NOUN
bracis-33610	90	9	of	of	ADP
bracis-33610	90	10	a	a	DET
bracis-33610	90	11	survey	survey	NOUN
bracis-33610	90	12	.	.	PUNCT
bracis-33610	91	1	full	full	ADJ
bracis-33610	91	2	size	size	NOUN
bracis-33610	91	3	image	image	NOUN
bracis-33610	91	4	the	the	DET
bracis-33610	91	5	first	first	ADJ
bracis-33610	91	6	stage	stage	NOUN
bracis-33610	91	7	can	can	AUX
bracis-33610	91	8	be	be	AUX
bracis-33610	91	9	done	do	VERB
bracis-33610	91	10	manually	manually	ADV
bracis-33610	91	11	,	,	PUNCT
bracis-33610	91	12	with	with	ADP
bracis-33610	91	13	the	the	DET
bracis-33610	91	14	researcher	researcher	NOUN
bracis-33610	91	15	choosing	choose	VERB
bracis-33610	91	16	a	a	DET
bracis-33610	91	17	topic	topic	NOUN
bracis-33610	91	18	/	/	SYM
bracis-33610	91	19	title	title	NOUN
bracis-33610	91	20	for	for	ADP
bracis-33610	91	21	the	the	DET
bracis-33610	91	22	subject	subject	NOUN
bracis-33610	91	23	and	and	CCONJ
bracis-33610	91	24	providing	provide	VERB
bracis-33610	91	25	a	a	DET
bracis-33610	91	26	set	set	NOUN
bracis-33610	91	27	of	of	ADP
bracis-33610	91	28	pre	pre	ADJ
bracis-33610	91	29	-	-	ADJ
bracis-33610	91	30	selected	select	VERB
bracis-33610	91	31	articles	article	NOUN
bracis-33610	91	32	.	.	PUNCT
bracis-33610	92	1	or	or	CCONJ
bracis-33610	92	2	,	,	PUNCT
bracis-33610	92	3	it	it	PRON
bracis-33610	92	4	can	can	AUX
bracis-33610	92	5	be	be	AUX
bracis-33610	92	6	automated	automate	VERB
bracis-33610	92	7	:	:	PUNCT
bracis-33610	92	8	starting	start	VERB
bracis-33610	92	9	from	from	ADP
bracis-33610	92	10	a	a	DET
bracis-33610	92	11	topic	topic	NOUN
bracis-33610	92	12	,	,	PUNCT
bracis-33610	92	13	one	one	PRON
bracis-33610	92	14	can	can	AUX
bracis-33610	92	15	use	use	VERB
bracis-33610	92	16	a	a	DET
bracis-33610	92	17	scientific	scientific	ADJ
bracis-33610	92	18	article	article	NOUN
bracis-33610	92	19	search	search	NOUN
bracis-33610	92	20	engine	engine	NOUN
bracis-33610	92	21	(	(	PUNCT
bracis-33610	92	22	e.g.	e.g.	ADV
bracis-33610	92	23	semantic	semantic	ADJ
bracis-33610	92	24	scholar	scholar	NOUN
bracis-33610	92	25	[	[	X
bracis-33610	92	26	18	18	NUM
bracis-33610	92	27	]	]	PUNCT
bracis-33610	92	28	)	)	PUNCT
bracis-33610	92	29	to	to	PART
bracis-33610	92	30	find	find	VERB
bracis-33610	92	31	related	related	ADJ
bracis-33610	92	32	papers	paper	NOUN
bracis-33610	92	33	and	and	CCONJ
bracis-33610	92	34	then	then	ADV
bracis-33610	92	35	refine	refine	VERB
bracis-33610	92	36	the	the	DET
bracis-33610	92	37	results	result	NOUN
bracis-33610	92	38	.	.	PUNCT
bracis-33610	93	1	the	the	DET
bracis-33610	93	2	effectiveness	effectiveness	NOUN
bracis-33610	93	3	of	of	ADP
bracis-33610	93	4	the	the	DET
bracis-33610	93	5	next	next	ADJ
bracis-33610	93	6	stages	stage	NOUN
bracis-33610	93	7	of	of	ADP
bracis-33610	93	8	the	the	DET
bracis-33610	93	9	pipeline	pipeline	NOUN
bracis-33610	93	10	relies	rely	VERB
bracis-33610	93	11	on	on	ADP
bracis-33610	93	12	the	the	DET
bracis-33610	93	13	quality	quality	NOUN
bracis-33610	93	14	of	of	ADP
bracis-33610	93	15	the	the	DET
bracis-33610	93	16	retrieved	retrieve	VERB
bracis-33610	93	17	papers	paper	NOUN
bracis-33610	93	18	.	.	PUNCT
bracis-33610	94	1	if	if	SCONJ
bracis-33610	94	2	the	the	DET
bracis-33610	94	3	selection	selection	NOUN
bracis-33610	94	4	is	be	AUX
bracis-33610	94	5	manual	manual	ADJ
bracis-33610	94	6	,	,	PUNCT
bracis-33610	94	7	it	it	PRON
bracis-33610	94	8	is	be	AUX
bracis-33610	94	9	assumed	assume	VERB
bracis-33610	94	10	that	that	SCONJ
bracis-33610	94	11	the	the	DET
bracis-33610	94	12	researcher	researcher	NOUN
bracis-33610	94	13	is	be	AUX
bracis-33610	94	14	aware	aware	ADJ
bracis-33610	94	15	of	of	ADP
bracis-33610	94	16	which	which	PRON
bracis-33610	94	17	papers	paper	NOUN
bracis-33610	94	18	are	be	AUX
bracis-33610	94	19	relevant	relevant	ADJ
bracis-33610	94	20	.	.	PUNCT
bracis-33610	95	1	if	if	SCONJ
bracis-33610	95	2	the	the	DET
bracis-33610	95	3	selection	selection	NOUN
bracis-33610	95	4	is	be	AUX
bracis-33610	95	5	automatic	automatic	ADJ
bracis-33610	95	6	,	,	PUNCT
bracis-33610	95	7	the	the	DET
bracis-33610	95	8	quality	quality	NOUN
bracis-33610	95	9	of	of	ADP
bracis-33610	95	10	the	the	DET
bracis-33610	95	11	result	result	NOUN
bracis-33610	95	12	will	will	AUX
bracis-33610	95	13	be	be	AUX
bracis-33610	95	14	closely	closely	ADV
bracis-33610	95	15	tied	tie	VERB
bracis-33610	95	16	to	to	ADP
bracis-33610	95	17	the	the	DET
bracis-33610	95	18	retriever	retriever	NOUN
bracis-33610	95	19	.	.	PUNCT
bracis-33610	96	1	the	the	DET
bracis-33610	96	2	second	second	ADJ
bracis-33610	96	3	stage	stage	NOUN
bracis-33610	96	4	receives	receive	VERB
bracis-33610	96	5	the	the	DET
bracis-33610	96	6	data	datum	NOUN
bracis-33610	96	7	from	from	ADP
bracis-33610	96	8	the	the	DET
bracis-33610	96	9	previous	previous	ADJ
bracis-33610	96	10	stage	stage	NOUN
bracis-33610	96	11	and	and	CCONJ
bracis-33610	96	12	selects	select	VERB
bracis-33610	96	13	excerpts	excerpt	NOUN
bracis-33610	96	14	from	from	ADP
bracis-33610	96	15	the	the	DET
bracis-33610	96	16	texts	text	NOUN
bracis-33610	96	17	to	to	PART
bracis-33610	96	18	be	be	AUX
bracis-33610	96	19	consolidated	consolidate	VERB
bracis-33610	96	20	into	into	ADP
bracis-33610	96	21	a	a	DET
bracis-33610	96	22	single	single	ADJ
bracis-33610	96	23	text	text	NOUN
bracis-33610	96	24	.	.	PUNCT
bracis-33610	97	1	this	this	PRON
bracis-33610	97	2	typically	typically	ADV
bracis-33610	97	3	includes	include	VERB
bracis-33610	97	4	splitting	split	VERB
bracis-33610	97	5	the	the	DET
bracis-33610	97	6	text	text	NOUN
bracis-33610	97	7	into	into	ADP
bracis-33610	97	8	smaller	small	ADJ
bracis-33610	97	9	units	unit	NOUN
bracis-33610	97	10	,	,	PUNCT
bracis-33610	97	11	called	call	VERB
bracis-33610	97	12	chunks	chunk	NOUN
bracis-33610	97	13	,	,	PUNCT
bracis-33610	97	14	storing	store	VERB
bracis-33610	97	15	them	they	PRON
bracis-33610	97	16	in	in	ADP
bracis-33610	97	17	a	a	DET
bracis-33610	97	18	database	database	NOUN
bracis-33610	97	19	,	,	PUNCT
bracis-33610	97	20	and	and	CCONJ
bracis-33610	97	21	retrieving	retrieve	VERB
bracis-33610	97	22	the	the	DET
bracis-33610	97	23	most	most	ADV
bracis-33610	97	24	relevant	relevant	ADJ
bracis-33610	97	25	ones	one	NOUN
bracis-33610	97	26	.	.	PUNCT
bracis-33610	98	1	creating	create	VERB
bracis-33610	98	2	the	the	DET
bracis-33610	98	3	chunks	chunk	NOUN
bracis-33610	98	4	can	can	AUX
bracis-33610	98	5	be	be	AUX
bracis-33610	98	6	done	do	VERB
bracis-33610	98	7	with	with	ADP
bracis-33610	98	8	different	different	ADJ
bracis-33610	98	9	strategies	strategy	NOUN
bracis-33610	98	10	.	.	PUNCT
bracis-33610	99	1	the	the	DET
bracis-33610	99	2	text	text	NOUN
bracis-33610	99	3	can	can	AUX
bracis-33610	99	4	be	be	AUX
bracis-33610	99	5	split	split	VERB
bracis-33610	99	6	by	by	ADP
bracis-33610	99	7	characters	character	NOUN
bracis-33610	99	8	,	,	PUNCT
bracis-33610	99	9	sentences	sentence	NOUN
bracis-33610	99	10	,	,	PUNCT
bracis-33610	99	11	or	or	CCONJ
bracis-33610	99	12	paragraphs	paragraph	NOUN
bracis-33610	99	13	.	.	PUNCT
bracis-33610	100	1	it	it	PRON
bracis-33610	100	2	can	can	AUX
bracis-33610	100	3	involve	involve	VERB
bracis-33610	100	4	some	some	DET
bracis-33610	100	5	degree	degree	NOUN
bracis-33610	100	6	of	of	ADP
bracis-33610	100	7	overlap	overlap	NOUN
bracis-33610	100	8	or	or	CCONJ
bracis-33610	100	9	not	not	PART
bracis-33610	100	10	.	.	PUNCT
bracis-33610	101	1	the	the	DET
bracis-33610	101	2	database	database	NOUN
bracis-33610	101	3	where	where	SCONJ
bracis-33610	101	4	the	the	DET
bracis-33610	101	5	chunks	chunk	NOUN
bracis-33610	101	6	will	will	AUX
bracis-33610	101	7	be	be	AUX
bracis-33610	101	8	stored	store	VERB
bracis-33610	101	9	can	can	AUX
bracis-33610	101	10	be	be	AUX
bracis-33610	101	11	either	either	CCONJ
bracis-33610	101	12	textual	textual	ADJ
bracis-33610	101	13	or	or	CCONJ
bracis-33610	101	14	vector	vector	NOUN
bracis-33610	101	15	-	-	PUNCT
bracis-33610	101	16	based	base	VERB
bracis-33610	101	17	.	.	PUNCT
bracis-33610	102	1	if	if	SCONJ
bracis-33610	102	2	it	it	PRON
bracis-33610	102	3	’s	’	VERB
bracis-33610	102	4	a	a	DET
bracis-33610	102	5	textual	textual	ADJ
bracis-33610	102	6	database	database	NOUN
bracis-33610	102	7	,	,	PUNCT
bracis-33610	102	8	the	the	DET
bracis-33610	102	9	chunks	chunk	NOUN
bracis-33610	102	10	can	can	AUX
bracis-33610	102	11	be	be	AUX
bracis-33610	102	12	enriched	enrich	VERB
bracis-33610	102	13	using	use	VERB
bracis-33610	102	14	some	some	DET
bracis-33610	102	15	method	method	NOUN
bracis-33610	102	16	(	(	PUNCT
bracis-33610	103	1	e.g.	e.g.	ADV
bracis-33610	103	2	doc2query	doc2query	PROPN
bracis-33610	104	1	[	[	X
bracis-33610	104	2	15	15	NUM
bracis-33610	104	3	]	]	NUM
bracis-33610	104	4	)	)	PUNCT
bracis-33610	104	5	.	.	PUNCT
bracis-33610	105	1	as	as	ADP
bracis-33610	105	2	for	for	ADP
bracis-33610	105	3	a	a	DET
bracis-33610	105	4	vector	vector	NOUN
bracis-33610	105	5	database	database	NOUN
bracis-33610	105	6	,	,	PUNCT
bracis-33610	105	7	it	it	PRON
bracis-33610	105	8	’s	’	VERB
bracis-33610	105	9	necessary	necessary	ADJ
bracis-33610	105	10	to	to	PART
bracis-33610	105	11	choose	choose	VERB
bracis-33610	105	12	a	a	DET
bracis-33610	105	13	model	model	NOUN
bracis-33610	105	14	to	to	PART
bracis-33610	105	15	generate	generate	VERB
bracis-33610	105	16	the	the	DET
bracis-33610	105	17	chunk	chunk	ADJ
bracis-33610	105	18	embeddings	embedding	NOUN
bracis-33610	105	19	.	.	PUNCT
bracis-33610	106	1	then	then	ADV
bracis-33610	106	2	,	,	PUNCT
bracis-33610	106	3	for	for	ADP
bracis-33610	106	4	retrieval	retrieval	NOUN
bracis-33610	106	5	,	,	PUNCT
bracis-33610	106	6	one	one	PRON
bracis-33610	106	7	can	can	AUX
bracis-33610	106	8	use	use	VERB
bracis-33610	106	9	a	a	DET
bracis-33610	106	10	variety	variety	NOUN
bracis-33610	106	11	of	of	ADP
bracis-33610	106	12	methods	method	NOUN
bracis-33610	106	13	–	–	PUNCT
bracis-33610	106	14	for	for	ADP
bracis-33610	106	15	example	example	NOUN
bracis-33610	106	16	,	,	PUNCT
bracis-33610	106	17	a	a	DET
bracis-33610	106	18	lexical	lexical	ADJ
bracis-33610	106	19	search	search	NOUN
bracis-33610	106	20	using	use	VERB
bracis-33610	106	21	bm25	bm25	PROPN
bracis-33610	106	22	[	[	X
bracis-33610	106	23	17	17	NUM
bracis-33610	106	24	]	]	PUNCT
bracis-33610	106	25	followed	follow	VERB
bracis-33610	106	26	by	by	ADP
bracis-33610	106	27	one	one	NUM
bracis-33610	106	28	or	or	CCONJ
bracis-33610	106	29	more	more	ADJ
bracis-33610	106	30	reranking	reranking	NOUN
bracis-33610	106	31	steps	step	NOUN
bracis-33610	106	32	.	.	PUNCT
bracis-33610	107	1	finally	finally	ADV
bracis-33610	107	2	,	,	PUNCT
bracis-33610	107	3	the	the	DET
bracis-33610	107	4	third	third	ADJ
bracis-33610	107	5	stage	stage	NOUN
bracis-33610	107	6	takes	take	VERB
bracis-33610	107	7	as	as	SCONJ
bracis-33610	107	8	input	input	NOUN
bracis-33610	107	9	the	the	DET
bracis-33610	107	10	titles	title	NOUN
bracis-33610	107	11	of	of	ADP
bracis-33610	107	12	the	the	DET
bracis-33610	107	13	survey	survey	NOUN
bracis-33610	107	14	,	,	PUNCT
bracis-33610	107	15	the	the	DET
bracis-33610	107	16	section	section	NOUN
bracis-33610	107	17	(	(	PUNCT
bracis-33610	107	18	from	from	ADP
bracis-33610	107	19	stage	stage	NOUN
bracis-33610	107	20	1	1	NUM
bracis-33610	107	21	)	)	PUNCT
bracis-33610	107	22	and	and	CCONJ
bracis-33610	107	23	the	the	DET
bracis-33610	107	24	relevant	relevant	ADJ
bracis-33610	107	25	chunks	chunk	NOUN
bracis-33610	107	26	(	(	PUNCT
bracis-33610	107	27	from	from	ADP
bracis-33610	107	28	stage	stage	NOUN
bracis-33610	107	29	2	2	NUM
bracis-33610	107	30	)	)	PUNCT
bracis-33610	107	31	to	to	PART
bracis-33610	107	32	summarize	summarize	VERB
bracis-33610	107	33	using	use	VERB
bracis-33610	107	34	a	a	DET
bracis-33610	107	35	llm	llm	NOUN
bracis-33610	107	36	.	.	PUNCT
bracis-33610	108	1	to	to	PART
bracis-33610	108	2	achieve	achieve	VERB
bracis-33610	108	3	this	this	PRON
bracis-33610	108	4	,	,	PUNCT
bracis-33610	108	5	it	it	PRON
bracis-33610	108	6	’s	’	VERB
bracis-33610	108	7	essential	essential	ADJ
bracis-33610	108	8	to	to	PART
bracis-33610	108	9	select	select	VERB
bracis-33610	108	10	the	the	DET
bracis-33610	108	11	modelfootnote	modelfootnote	NOUN
bracis-33610	108	12	6	6	NUM
bracis-33610	108	13	that	that	PRON
bracis-33610	108	14	will	will	AUX
bracis-33610	108	15	be	be	AUX
bracis-33610	108	16	used	use	VERB
bracis-33610	108	17	.	.	PUNCT
bracis-33610	109	1	4.2	4.2	NUM
bracis-33610	109	2	pipeline	pipeline	NOUN
bracis-33610	109	3	1	1	NUM
bracis-33610	109	4	in	in	ADP
bracis-33610	109	5	this	this	DET
bracis-33610	109	6	pipeline	pipeline	NOUN
bracis-33610	109	7	,	,	PUNCT
bracis-33610	109	8	it	it	PRON
bracis-33610	109	9	is	be	AUX
bracis-33610	109	10	assumed	assume	VERB
bracis-33610	109	11	that	that	SCONJ
bracis-33610	109	12	the	the	DET
bracis-33610	109	13	subject	subject	NOUN
bracis-33610	109	14	and	and	CCONJ
bracis-33610	109	15	title	title	NOUN
bracis-33610	109	16	of	of	ADP
bracis-33610	109	17	the	the	DET
bracis-33610	109	18	section	section	NOUN
bracis-33610	109	19	are	be	AUX
bracis-33610	109	20	given	give	VERB
bracis-33610	109	21	to	to	ADP
bracis-33610	109	22	the	the	DET
bracis-33610	109	23	system	system	NOUN
bracis-33610	109	24	,	,	PUNCT
bracis-33610	109	25	chosen	choose	VERB
bracis-33610	109	26	by	by	ADP
bracis-33610	109	27	the	the	DET
bracis-33610	109	28	researcher	researcher	NOUN
bracis-33610	109	29	.	.	PUNCT
bracis-33610	110	1	the	the	DET
bracis-33610	110	2	researcher	researcher	NOUN
bracis-33610	110	3	has	have	VERB
bracis-33610	110	4	the	the	DET
bracis-33610	110	5	option	option	NOUN
bracis-33610	110	6	to	to	PART
bracis-33610	110	7	provide	provide	VERB
bracis-33610	110	8	the	the	DET
bracis-33610	110	9	papers	paper	NOUN
bracis-33610	110	10	for	for	ADP
bracis-33610	110	11	each	each	DET
bracis-33610	110	12	section	section	NOUN
bracis-33610	110	13	or	or	CCONJ
bracis-33610	110	14	let	let	VERB
bracis-33610	110	15	the	the	DET
bracis-33610	110	16	system	system	NOUN
bracis-33610	110	17	search	search	VERB
bracis-33610	110	18	online	online	ADV
bracis-33610	110	19	for	for	ADP
bracis-33610	110	20	relevant	relevant	ADJ
bracis-33610	110	21	papers	paper	NOUN
bracis-33610	110	22	,	,	PUNCT
bracis-33610	110	23	in	in	ADP
bracis-33610	110	24	which	which	DET
bracis-33610	110	25	case	case	NOUN
bracis-33610	110	26	the	the	DET
bracis-33610	110	27	selected	select	VERB
bracis-33610	110	28	articles	article	NOUN
bracis-33610	110	29	are	be	AUX
bracis-33610	110	30	downloaded	download	VERB
bracis-33610	110	31	in	in	ADP
bracis-33610	110	32	pdf	pdf	NOUN
bracis-33610	110	33	format	format	NOUN
bracis-33610	110	34	and	and	CCONJ
bracis-33610	110	35	then	then	ADV
bracis-33610	110	36	have	have	VERB
bracis-33610	110	37	their	their	PRON
bracis-33610	110	38	text	text	NOUN
bracis-33610	110	39	extracted	extract	VERB
bracis-33610	110	40	.	.	PUNCT
bracis-33610	111	1	in	in	ADP
bracis-33610	111	2	the	the	DET
bracis-33610	111	3	second	second	ADJ
bracis-33610	111	4	stage	stage	NOUN
bracis-33610	111	5	,	,	PUNCT
bracis-33610	111	6	the	the	DET
bracis-33610	111	7	text	text	NOUN
bracis-33610	111	8	from	from	ADP
bracis-33610	111	9	each	each	DET
bracis-33610	111	10	article	article	NOUN
bracis-33610	111	11	are	be	AUX
bracis-33610	111	12	segmented	segment	VERB
bracis-33610	111	13	in	in	ADP
bracis-33610	111	14	chunks	chunk	NOUN
bracis-33610	111	15	of	of	ADP
bracis-33610	111	16	150	150	NUM
bracis-33610	111	17	words	word	NOUN
bracis-33610	111	18	,	,	PUNCT
bracis-33610	111	19	with	with	ADP
bracis-33610	111	20	an	an	DET
bracis-33610	111	21	overlap	overlap	NOUN
bracis-33610	111	22	of	of	ADP
bracis-33610	111	23	50	50	NUM
bracis-33610	111	24	%	%	NOUN
bracis-33610	111	25	.	.	PUNCT
bracis-33610	112	1	each	each	DET
bracis-33610	112	2	chunk	chunk	NOUN
bracis-33610	112	3	is	be	AUX
bracis-33610	112	4	then	then	ADV
bracis-33610	112	5	judged	judge	VERB
bracis-33610	112	6	by	by	ADP
bracis-33610	112	7	a	a	DET
bracis-33610	112	8	neural	neural	ADJ
bracis-33610	112	9	ranker	ranker	NOUN
bracis-33610	112	10	model	model	NOUN
bracis-33610	112	11	,	,	PUNCT
bracis-33610	112	12	monot5	monot5	NOUN
bracis-33610	112	13	-	-	PUNCT
bracis-33610	112	14	3b	3b	NUM
bracis-33610	112	15	,	,	PUNCT
bracis-33610	112	16	which	which	PRON
bracis-33610	112	17	demonstrated	demonstrate	VERB
bracis-33610	112	18	a	a	DET
bracis-33610	112	19	strong	strong	ADJ
bracis-33610	112	20	zero	zero	NUM
bracis-33610	112	21	-	-	PUNCT
bracis-33610	112	22	shot	shot	NOUN
bracis-33610	112	23	performance	performance	NOUN
bracis-33610	112	24	in	in	ADP
bracis-33610	112	25	numerous	numerous	ADJ
bracis-33610	112	26	works	work	NOUN
bracis-33610	112	27	 	 	SPACE
bracis-33610	112	28	[	[	X
bracis-33610	112	29	14	14	NUM
bracis-33610	112	30	]	]	PUNCT
bracis-33610	112	31	.	.	PUNCT
bracis-33610	113	1	with	with	ADP
bracis-33610	113	2	the	the	DET
bracis-33610	113	3	score	score	NOUN
bracis-33610	113	4	monot5	monot5	NOUN
bracis-33610	113	5	-	-	PUNCT
bracis-33610	113	6	3b	3b	NOUN
bracis-33610	113	7	gives	give	VERB
bracis-33610	113	8	to	to	ADP
bracis-33610	113	9	each	each	DET
bracis-33610	113	10	chunk	chunk	NOUN
bracis-33610	113	11	,	,	PUNCT
bracis-33610	113	12	we	we	PRON
bracis-33610	113	13	select	select	VERB
bracis-33610	113	14	the	the	DET
bracis-33610	113	15	top	top	ADJ
bracis-33610	113	16	n	n	NOUN
bracis-33610	113	17	chunks	chunk	NOUN
bracis-33610	113	18	and	and	CCONJ
bracis-33610	113	19	provide	provide	VERB
bracis-33610	113	20	them	they	PRON
bracis-33610	113	21	to	to	ADP
bracis-33610	113	22	the	the	DET
bracis-33610	113	23	llm	llm	NOUN
bracis-33610	113	24	.	.	PUNCT
bracis-33610	114	1	figure	figure	NOUN
bracis-33610	114	2	 	 	SPACE
bracis-33610	114	3	3	3	NUM
bracis-33610	114	4	shows	show	VERB
bracis-33610	114	5	the	the	DET
bracis-33610	114	6	prompt	prompt	ADJ
bracis-33610	114	7	template	template	NOUN
bracis-33610	114	8	used	use	VERB
bracis-33610	114	9	for	for	ADP
bracis-33610	114	10	generating	generate	VERB
bracis-33610	114	11	the	the	DET
bracis-33610	114	12	content	content	NOUN
bracis-33610	114	13	of	of	ADP
bracis-33610	114	14	a	a	DET
bracis-33610	114	15	section	section	NOUN
bracis-33610	114	16	.	.	PUNCT
bracis-33610	115	1	fig	fig	NOUN
bracis-33610	115	2	.	.	PUNCT
bracis-33610	116	1	3	3	X
bracis-33610	116	2	.	.	X
bracis-33610	116	3	prompt	prompt	PROPN
bracis-33610	116	4	used	use	VERB
bracis-33610	116	5	to	to	PART
bracis-33610	116	6	write	write	VERB
bracis-33610	116	7	the	the	DET
bracis-33610	116	8	section	section	NOUN
bracis-33610	116	9	of	of	ADP
bracis-33610	116	10	the	the	DET
bracis-33610	116	11	survey	survey	NOUN
bracis-33610	116	12	in	in	ADP
bracis-33610	116	13	pipeline	pipeline	NOUN
bracis-33610	116	14	1	1	NUM
bracis-33610	116	15	.	.	PUNCT
bracis-33610	117	1	full	full	ADJ
bracis-33610	117	2	size	size	NOUN
bracis-33610	117	3	image	image	NOUN
bracis-33610	117	4	4.3	4.3	NUM
bracis-33610	117	5	pipeline	pipeline	NOUN
bracis-33610	117	6	2	2	NUM
bracis-33610	117	7	in	in	ADP
bracis-33610	117	8	this	this	DET
bracis-33610	117	9	pipeline	pipeline	NOUN
bracis-33610	117	10	,	,	PUNCT
bracis-33610	117	11	the	the	DET
bracis-33610	117	12	task	task	NOUN
bracis-33610	117	13	is	be	AUX
bracis-33610	117	14	to	to	PART
bracis-33610	117	15	generate	generate	VERB
bracis-33610	117	16	the	the	DET
bracis-33610	117	17	text	text	NOUN
bracis-33610	117	18	for	for	ADP
bracis-33610	117	19	a	a	DET
bracis-33610	117	20	survey	survey	NOUN
bracis-33610	117	21	section	section	NOUN
bracis-33610	117	22	given	give	VERB
bracis-33610	117	23	the	the	DET
bracis-33610	117	24	corresponding	corresponding	ADJ
bracis-33610	117	25	cited	cite	VERB
bracis-33610	117	26	papers	paper	NOUN
bracis-33610	117	27	associated	associate	VERB
bracis-33610	117	28	with	with	ADP
bracis-33610	117	29	it	it	PRON
bracis-33610	117	30	in	in	ADP
bracis-33610	117	31	surveysum	surveysum	NOUN
bracis-33610	117	32	.	.	PUNCT
bracis-33610	118	1	in	in	ADP
bracis-33610	118	2	the	the	DET
bracis-33610	118	3	second	second	ADJ
bracis-33610	118	4	stage	stage	NOUN
bracis-33610	118	5	of	of	ADP
bracis-33610	118	6	the	the	DET
bracis-33610	118	7	general	general	ADJ
bracis-33610	118	8	pipeline	pipeline	NOUN
bracis-33610	118	9	,	,	PUNCT
bracis-33610	118	10	each	each	DET
bracis-33610	118	11	paper	paper	NOUN
bracis-33610	118	12	’s	’s	PART
bracis-33610	118	13	contents	content	NOUN
bracis-33610	118	14	are	be	AUX
bracis-33610	118	15	segmented	segment	VERB
bracis-33610	118	16	into	into	ADP
bracis-33610	118	17	chunks	chunk	NOUN
bracis-33610	118	18	of	of	ADP
bracis-33610	118	19	7	7	NUM
bracis-33610	118	20	sentences	sentence	NOUN
bracis-33610	118	21	with	with	ADP
bracis-33610	118	22	an	an	DET
bracis-33610	118	23	overlap	overlap	NOUN
bracis-33610	118	24	of	of	ADP
bracis-33610	118	25	2	2	NUM
bracis-33610	118	26	sentences	sentence	NOUN
bracis-33610	118	27	to	to	PART
bracis-33610	118	28	preserve	preserve	VERB
bracis-33610	118	29	the	the	DET
bracis-33610	118	30	surrounding	surround	VERB
bracis-33610	118	31	context	context	NOUN
bracis-33610	118	32	.	.	PUNCT
bracis-33610	119	1	then	then	ADV
bracis-33610	119	2	,	,	PUNCT
bracis-33610	119	3	the	the	DET
bracis-33610	119	4	embeddings	embedding	NOUN
bracis-33610	119	5	for	for	ADP
bracis-33610	119	6	each	each	DET
bracis-33610	119	7	chunk	chunk	NOUN
bracis-33610	119	8	are	be	AUX
bracis-33610	119	9	generated	generate	VERB
bracis-33610	119	10	using	use	VERB
bracis-33610	119	11	the	the	DET
bracis-33610	119	12	specter2	specter2	PROPN
bracis-33610	119	13	model	model	NOUN
bracis-33610	120	1	[	[	X
bracis-33610	120	2	3	3	NUM
bracis-33610	120	3	]	]	PUNCT
bracis-33610	120	4	and	and	CCONJ
bracis-33610	120	5	stored	store	VERB
bracis-33610	120	6	in	in	ADP
bracis-33610	120	7	a	a	DET
bracis-33610	120	8	faiss	faiss	NOUN
bracis-33610	120	9	vector	vector	NOUN
bracis-33610	120	10	database	database	NOUN
bracis-33610	120	11	[	[	X
bracis-33610	120	12	7	7	NUM
bracis-33610	120	13	]	]	PUNCT
bracis-33610	120	14	.	.	PUNCT
bracis-33610	120	15	specter2	specter2	PROPN
bracis-33610	120	16	was	be	AUX
bracis-33610	120	17	trained	train	VERB
bracis-33610	120	18	to	to	PART
bracis-33610	120	19	generate	generate	VERB
bracis-33610	120	20	embeddings	embedding	NOUN
bracis-33610	120	21	for	for	ADP
bracis-33610	120	22	scientific	scientific	ADJ
bracis-33610	120	23	articles	article	NOUN
bracis-33610	120	24	considering	consider	VERB
bracis-33610	120	25	the	the	DET
bracis-33610	120	26	title	title	NOUN
bracis-33610	120	27	of	of	ADP
bracis-33610	120	28	the	the	DET
bracis-33610	120	29	paper	paper	NOUN
bracis-33610	120	30	and	and	CCONJ
bracis-33610	120	31	its	its	PRON
bracis-33610	120	32	abstract	abstract	NOUN
bracis-33610	120	33	.	.	PUNCT
bracis-33610	121	1	in	in	ADP
bracis-33610	121	2	this	this	DET
bracis-33610	121	3	pipeline	pipeline	NOUN
bracis-33610	121	4	,	,	PUNCT
bracis-33610	121	5	each	each	DET
bracis-33610	121	6	chunk	chunk	NOUN
bracis-33610	121	7	was	be	AUX
bracis-33610	121	8	encoded	encode	VERB
bracis-33610	121	9	considering	consider	VERB
bracis-33610	121	10	the	the	DET
bracis-33610	121	11	title	title	NOUN
bracis-33610	121	12	and	and	CCONJ
bracis-33610	121	13	the	the	DET
bracis-33610	121	14	chunk	chunk	NOUN
bracis-33610	121	15	.	.	PUNCT
bracis-33610	122	1	the	the	DET
bracis-33610	122	2	retriever	retriever	NOUN
bracis-33610	122	3	selects	select	VERB
bracis-33610	122	4	the	the	DET
bracis-33610	122	5	20	20	NUM
bracis-33610	122	6	most	most	ADV
bracis-33610	122	7	relevant	relevant	ADJ
bracis-33610	122	8	chunks	chunk	NOUN
bracis-33610	122	9	using	use	VERB
bracis-33610	122	10	the	the	DET
bracis-33610	122	11	section	section	NOUN
bracis-33610	122	12	title	title	NOUN
bracis-33610	122	13	as	as	ADP
bracis-33610	122	14	the	the	DET
bracis-33610	122	15	query	query	NOUN
bracis-33610	122	16	term	term	NOUN
bracis-33610	122	17	.	.	PUNCT
bracis-33610	123	1	each	each	DET
bracis-33610	123	2	chunk	chunk	NOUN
bracis-33610	123	3	is	be	AUX
bracis-33610	123	4	sent	send	VERB
bracis-33610	123	5	to	to	AUX
bracis-33610	123	6	gpt	gpt	VERB
bracis-33610	123	7	[	[	X
bracis-33610	123	8	2	2	NUM
bracis-33610	123	9	]	]	PUNCT
bracis-33610	123	10	,	,	PUNCT
bracis-33610	123	11	which	which	PRON
bracis-33610	123	12	provides	provide	VERB
bracis-33610	123	13	a	a	DET
bracis-33610	123	14	score	score	NOUN
bracis-33610	123	15	between	between	ADP
bracis-33610	123	16	0	0	NUM
bracis-33610	123	17	and	and	CCONJ
bracis-33610	123	18	5	5	NUM
bracis-33610	123	19	using	use	VERB
bracis-33610	123	20	the	the	DET
bracis-33610	123	21	prompt	prompt	NOUN
bracis-33610	123	22	shown	show	VERB
bracis-33610	123	23	in	in	ADP
bracis-33610	123	24	fig	fig	NOUN
bracis-33610	123	25	.	.	PUNCT
bracis-33610	123	26	 	 	SPACE
bracis-33610	124	1	4	4	NUM
bracis-33610	124	2	.	.	X
bracis-33610	124	3	fig	fig	NOUN
bracis-33610	124	4	.	.	PUNCT
bracis-33610	125	1	4	4	X
bracis-33610	125	2	.	.	X
bracis-33610	125	3	prompt	prompt	PROPN
bracis-33610	125	4	used	use	VERB
bracis-33610	125	5	to	to	PART
bracis-33610	125	6	rerank	rerank	VERB
bracis-33610	125	7	the	the	DET
bracis-33610	125	8	chunks	chunk	NOUN
bracis-33610	125	9	in	in	ADP
bracis-33610	125	10	pipeline	pipeline	NOUN
bracis-33610	125	11	2	2	NUM
bracis-33610	125	12	.	.	PUNCT
bracis-33610	125	13	full	full	ADJ
bracis-33610	125	14	size	size	NOUN
bracis-33610	125	15	image	image	NOUN
bracis-33610	125	16	fig	fig	NOUN
bracis-33610	125	17	.	.	PUNCT
bracis-33610	126	1	5	5	X
bracis-33610	126	2	.	.	X
bracis-33610	126	3	prompt	prompt	PROPN
bracis-33610	126	4	used	use	VERB
bracis-33610	126	5	to	to	PART
bracis-33610	126	6	write	write	VERB
bracis-33610	126	7	the	the	DET
bracis-33610	126	8	section	section	NOUN
bracis-33610	126	9	of	of	ADP
bracis-33610	126	10	the	the	DET
bracis-33610	126	11	survey	survey	NOUN
bracis-33610	126	12	in	in	ADP
bracis-33610	126	13	pipeline	pipeline	NOUN
bracis-33610	126	14	2	2	NUM
bracis-33610	126	15	.	.	PUNCT
bracis-33610	126	16	full	full	ADJ
bracis-33610	126	17	size	size	NOUN
bracis-33610	126	18	image	image	NOUN
bracis-33610	126	19	after	after	ADP
bracis-33610	126	20	this	this	DET
bracis-33610	126	21	step	step	NOUN
bracis-33610	126	22	,	,	PUNCT
bracis-33610	126	23	all	all	PRON
bracis-33610	126	24	chunks	chunk	NOUN
bracis-33610	126	25	that	that	PRON
bracis-33610	126	26	received	receive	VERB
bracis-33610	126	27	a	a	DET
bracis-33610	126	28	score	score	NOUN
bracis-33610	126	29	of	of	ADP
bracis-33610	126	30	0	0	NUM
bracis-33610	126	31	are	be	AUX
bracis-33610	126	32	discarded	discard	VERB
bracis-33610	126	33	.	.	PUNCT
bracis-33610	127	1	the	the	DET
bracis-33610	127	2	remaining	remain	VERB
bracis-33610	127	3	ones	one	NOUN
bracis-33610	127	4	are	be	AUX
bracis-33610	127	5	reordered	reorder	VERB
bracis-33610	127	6	by	by	ADP
bracis-33610	127	7	the	the	DET
bracis-33610	127	8	score	score	NOUN
bracis-33610	127	9	,	,	PUNCT
bracis-33610	127	10	and	and	CCONJ
bracis-33610	127	11	only	only	ADV
bracis-33610	127	12	the	the	DET
bracis-33610	127	13	top	top	ADJ
bracis-33610	127	14	n	n	CCONJ
bracis-33610	127	15	best	well	ADV
bracis-33610	127	16	-	-	PUNCT
bracis-33610	127	17	scored	score	VERB
bracis-33610	127	18	are	be	AUX
bracis-33610	127	19	selected	select	VERB
bracis-33610	127	20	and	and	CCONJ
bracis-33610	127	21	sent	send	VERB
bracis-33610	127	22	to	to	ADP
bracis-33610	127	23	the	the	DET
bracis-33610	127	24	third	third	ADJ
bracis-33610	127	25	stage	stage	NOUN
bracis-33610	127	26	.	.	PUNCT
bracis-33610	128	1	these	these	DET
bracis-33610	128	2	chunks	chunk	NOUN
bracis-33610	128	3	are	be	AUX
bracis-33610	128	4	inserted	insert	VERB
bracis-33610	128	5	into	into	ADP
bracis-33610	128	6	the	the	DET
bracis-33610	128	7	prompt	prompt	NOUN
bracis-33610	128	8	shown	show	VERB
bracis-33610	128	9	in	in	ADP
bracis-33610	128	10	fig	fig	NOUN
bracis-33610	128	11	.	.	PUNCT
bracis-33610	128	12	 	 	SPACE
bracis-33610	128	13	5	5	NUM
bracis-33610	128	14	and	and	CCONJ
bracis-33610	128	15	sent	send	VERB
bracis-33610	128	16	to	to	PART
bracis-33610	128	17	gpt	gpt	VERB
bracis-33610	128	18	to	to	PART
bracis-33610	128	19	generate	generate	VERB
bracis-33610	128	20	the	the	DET
bracis-33610	128	21	section	section	NOUN
bracis-33610	128	22	text	text	NOUN
bracis-33610	128	23	.	.	PUNCT
bracis-33610	129	1	4.4	4.4	NUM
bracis-33610	129	2	evaluation	evaluation	NOUN
bracis-33610	129	3	metrics	metric	NOUN
bracis-33610	129	4	references	reference	NOUN
bracis-33610	129	5	f1	f1	NOUN
bracis-33610	129	6	score	score	NOUN
bracis-33610	129	7	when	when	SCONJ
bracis-33610	129	8	using	use	VERB
bracis-33610	129	9	llms	llm	NOUN
bracis-33610	129	10	,	,	PUNCT
bracis-33610	129	11	particularly	particularly	ADV
bracis-33610	129	12	in	in	ADP
bracis-33610	129	13	the	the	DET
bracis-33610	129	14	context	context	NOUN
bracis-33610	129	15	of	of	ADP
bracis-33610	129	16	retrieval	retrieval	NOUN
bracis-33610	129	17	-	-	PUNCT
bracis-33610	129	18	augmented	augment	VERB
bracis-33610	129	19	generation	generation	NOUN
bracis-33610	129	20	(	(	PUNCT
bracis-33610	129	21	rag	rag	NOUN
bracis-33610	129	22	)	)	PUNCT
bracis-33610	129	23	systems	system	NOUN
bracis-33610	129	24	,	,	PUNCT
bracis-33610	129	25	it	it	PRON
bracis-33610	129	26	’s	’	VERB
bracis-33610	129	27	important	important	ADJ
bracis-33610	129	28	to	to	PART
bracis-33610	129	29	assess	assess	VERB
bracis-33610	129	30	the	the	DET
bracis-33610	129	31	quality	quality	NOUN
bracis-33610	129	32	of	of	ADP
bracis-33610	129	33	the	the	DET
bracis-33610	129	34	generated	generate	VERB
bracis-33610	129	35	content	content	NOUN
bracis-33610	129	36	and	and	CCONJ
bracis-33610	129	37	the	the	DET
bracis-33610	129	38	model	model	NOUN
bracis-33610	129	39	’s	’s	PART
bracis-33610	129	40	effectiveness	effectiveness	NOUN
bracis-33610	129	41	in	in	ADP
bracis-33610	129	42	using	use	VERB
bracis-33610	129	43	the	the	DET
bracis-33610	129	44	provided	provide	VERB
bracis-33610	129	45	references	reference	NOUN
bracis-33610	129	46	to	to	PART
bracis-33610	129	47	generate	generate	VERB
bracis-33610	129	48	text	text	NOUN
bracis-33610	129	49	.	.	PUNCT
bracis-33610	130	1	in	in	ADP
bracis-33610	130	2	scientific	scientific	ADJ
bracis-33610	130	3	literature	literature	NOUN
bracis-33610	130	4	,	,	PUNCT
bracis-33610	130	5	it	it	PRON
bracis-33610	130	6	is	be	AUX
bracis-33610	130	7	common	common	ADJ
bracis-33610	130	8	for	for	SCONJ
bracis-33610	130	9	each	each	DET
bracis-33610	130	10	claim	claim	NOUN
bracis-33610	130	11	to	to	PART
bracis-33610	130	12	be	be	AUX
bracis-33610	130	13	supported	support	VERB
bracis-33610	130	14	by	by	ADP
bracis-33610	130	15	multiple	multiple	ADJ
bracis-33610	130	16	references	reference	NOUN
bracis-33610	130	17	.	.	PUNCT
bracis-33610	131	1	therefore	therefore	ADV
bracis-33610	131	2	,	,	PUNCT
bracis-33610	131	3	one	one	NUM
bracis-33610	131	4	approach	approach	NOUN
bracis-33610	131	5	is	be	AUX
bracis-33610	131	6	to	to	PART
bracis-33610	131	7	request	request	VERB
bracis-33610	131	8	the	the	DET
bracis-33610	131	9	model	model	NOUN
bracis-33610	131	10	to	to	PART
bracis-33610	131	11	produce	produce	VERB
bracis-33610	131	12	a	a	DET
bracis-33610	131	13	summary	summary	NOUN
bracis-33610	131	14	along	along	ADP
bracis-33610	131	15	with	with	ADP
bracis-33610	131	16	the	the	DET
bracis-33610	131	17	references	reference	NOUN
bracis-33610	131	18	it	it	PRON
bracis-33610	131	19	used	use	VERB
bracis-33610	131	20	.	.	PUNCT
bracis-33610	132	1	this	this	PRON
bracis-33610	132	2	enables	enable	VERB
bracis-33610	132	3	the	the	DET
bracis-33610	132	4	calculation	calculation	NOUN
bracis-33610	132	5	of	of	ADP
bracis-33610	132	6	the	the	DET
bracis-33610	132	7	f1	f1	NOUN
bracis-33610	132	8	score	score	NOUN
bracis-33610	132	9	for	for	ADP
bracis-33610	132	10	the	the	DET
bracis-33610	132	11	references	reference	NOUN
bracis-33610	132	12	used	use	VERB
bracis-33610	132	13	by	by	ADP
bracis-33610	132	14	the	the	DET
bracis-33610	132	15	model	model	NOUN
bracis-33610	132	16	against	against	ADP
bracis-33610	132	17	the	the	DET
bracis-33610	132	18	references	reference	NOUN
bracis-33610	132	19	provided	provide	VERB
bracis-33610	132	20	in	in	ADP
bracis-33610	132	21	the	the	DET
bracis-33610	132	22	input	input	NOUN
bracis-33610	132	23	,	,	PUNCT
bracis-33610	132	24	serving	serve	VERB
bracis-33610	132	25	as	as	ADP
bracis-33610	132	26	the	the	DET
bracis-33610	132	27	ground	ground	NOUN
bracis-33610	132	28	truth	truth	NOUN
bracis-33610	132	29	.	.	PUNCT
bracis-33610	133	1	this	this	DET
bracis-33610	133	2	method	method	NOUN
bracis-33610	133	3	allows	allow	VERB
bracis-33610	133	4	for	for	ADP
bracis-33610	133	5	an	an	DET
bracis-33610	133	6	evaluation	evaluation	NOUN
bracis-33610	133	7	of	of	ADP
bracis-33610	133	8	which	which	DET
bracis-33610	133	9	model	model	NOUN
bracis-33610	133	10	or	or	CCONJ
bracis-33610	133	11	prompt	prompt	ADJ
bracis-33610	133	12	more	more	ADV
bracis-33610	133	13	effectively	effectively	ADV
bracis-33610	133	14	uses	use	VERB
bracis-33610	133	15	the	the	DET
bracis-33610	133	16	given	give	VERB
bracis-33610	133	17	information	information	NOUN
bracis-33610	133	18	.	.	PUNCT
bracis-33610	134	1	g	g	NOUN
bracis-33610	134	2	-	-	PUNCT
bracis-33610	134	3	eval	eval	NOUN
bracis-33610	134	4	g	g	PROPN
bracis-33610	134	5	-	-	PUNCT
bracis-33610	134	6	eval	eval	NOUN
bracis-33610	134	7	is	be	AUX
bracis-33610	134	8	a	a	DET
bracis-33610	134	9	metric	metric	NOUN
bracis-33610	134	10	for	for	ADP
bracis-33610	134	11	evaluation	evaluation	NOUN
bracis-33610	134	12	content	content	NOUN
bracis-33610	134	13	generated	generate	VERB
bracis-33610	134	14	by	by	ADP
bracis-33610	134	15	llms	llm	NOUN
bracis-33610	134	16	[	[	X
bracis-33610	134	17	11	11	NUM
bracis-33610	134	18	]	]	PUNCT
bracis-33610	134	19	.	.	PUNCT
bracis-33610	135	1	it	it	PRON
bracis-33610	135	2	measures	measure	VERB
bracis-33610	135	3	the	the	DET
bracis-33610	135	4	quality	quality	NOUN
bracis-33610	135	5	by	by	ADP
bracis-33610	135	6	comparing	compare	VERB
bracis-33610	135	7	the	the	DET
bracis-33610	135	8	generated	generate	VERB
bracis-33610	135	9	text	text	NOUN
bracis-33610	135	10	to	to	ADP
bracis-33610	135	11	a	a	DET
bracis-33610	135	12	reference	reference	NOUN
bracis-33610	135	13	text	text	NOUN
bracis-33610	135	14	.	.	PUNCT
bracis-33610	136	1	the	the	DET
bracis-33610	136	2	final	final	ADJ
bracis-33610	136	3	score	score	NOUN
bracis-33610	136	4	is	be	AUX
bracis-33610	136	5	calculated	calculate	VERB
bracis-33610	136	6	by	by	ADP
bracis-33610	136	7	sampling	sample	VERB
bracis-33610	136	8	a	a	DET
bracis-33610	136	9	list	list	NOUN
bracis-33610	136	10	of	of	ADP
bracis-33610	136	11	scores	score	NOUN
bracis-33610	136	12	provided	provide	VERB
bracis-33610	136	13	by	by	ADP
bracis-33610	136	14	an	an	DET
bracis-33610	136	15	llm	llm	NOUN
bracis-33610	136	16	with	with	ADP
bracis-33610	136	17	decoding	decode	VERB
bracis-33610	136	18	temperature	temperature	NOUN
bracis-33610	136	19	set	set	VERB
bracis-33610	136	20	to	to	ADP
bracis-33610	136	21	1	1	NUM
bracis-33610	136	22	,	,	PUNCT
bracis-33610	136	23	top	top	ADJ
bracis-33610	136	24	-	-	PUNCT
bracis-33610	136	25	p	p	NOUN
bracis-33610	136	26	sampling	sampling	NOUN
bracis-33610	136	27	set	set	VERB
bracis-33610	136	28	to	to	ADP
bracis-33610	136	29	1	1	NUM
bracis-33610	136	30	and	and	CCONJ
bracis-33610	136	31	number	number	NOUN
bracis-33610	136	32	of	of	ADP
bracis-33610	136	33	samples	sample	NOUN
bracis-33610	136	34	set	set	VERB
bracis-33610	136	35	to	to	ADP
bracis-33610	136	36	20	20	NUM
bracis-33610	136	37	.	.	PUNCT
bracis-33610	137	1	it	it	PRON
bracis-33610	137	2	is	be	AUX
bracis-33610	137	3	defined	define	VERB
bracis-33610	137	4	as	as	SCONJ
bracis-33610	137	5	follows	follow	VERB
bracis-33610	137	6	:	:	PUNCT
bracis-33610	138	1	$	$	SYM
bracis-33610	138	2	$	$	SYM
bracis-33610	138	3	\begin{aligned	\begin{aligne	VERB
bracis-33610	138	4	}	}	PUNCT
bracis-33610	138	5	score	score	NOUN
bracis-33610	138	6	=	=	SYM
bracis-33610	138	7	\frac{1}{n	\frac{1}{n	NOUN
bracis-33610	138	8	}	}	PUNCT
bracis-33610	138	9	\sum	\sum	NOUN
bracis-33610	138	10	_	_	PUNCT
bracis-33610	138	11	{	{	PUNCT
bracis-33610	138	12	i=1}^{n	i=1}^{n	ADJ
bracis-33610	138	13	}	}	PUNCT
bracis-33610	138	14	p(s_i	p(s_i	PROPN
bracis-33610	138	15	)	)	PUNCT
bracis-33610	138	16	\times	\time	VERB
bracis-33610	138	17	s_i	s_i	ADJ
bracis-33610	138	18	\end{aligned}$$	\end{aligned}$$	X
bracis-33610	139	1	(	(	PUNCT
bracis-33610	139	2	1	1	NUM
bracis-33610	139	3	)	)	PUNCT
bracis-33610	139	4	where	where	SCONJ
bracis-33610	139	5	\(n\	\(n\	ADJ
bracis-33610	139	6	)	)	PUNCT
bracis-33610	139	7	is	be	AUX
bracis-33610	139	8	the	the	DET
bracis-33610	139	9	number	number	NOUN
bracis-33610	139	10	of	of	ADP
bracis-33610	139	11	samples	sample	NOUN
bracis-33610	139	12	,	,	PUNCT
bracis-33610	139	13	\(p(s_i)\	\(p(s_i)\	NOUN
bracis-33610	139	14	)	)	PUNCT
bracis-33610	139	15	is	be	AUX
bracis-33610	139	16	the	the	DET
bracis-33610	139	17	probability	probability	NOUN
bracis-33610	139	18	of	of	ADP
bracis-33610	139	19	the	the	DET
bracis-33610	139	20	\(i\)-th	\(i\)-th	NUM
bracis-33610	139	21	sample	sample	NOUN
bracis-33610	139	22	,	,	PUNCT
bracis-33610	139	23	and	and	CCONJ
bracis-33610	139	24	\(s_i\	\(s_i\	NOUN
bracis-33610	139	25	)	)	PUNCT
bracis-33610	139	26	is	be	AUX
bracis-33610	139	27	the	the	DET
bracis-33610	139	28	score	score	NOUN
bracis-33610	139	29	of	of	ADP
bracis-33610	139	30	the	the	DET
bracis-33610	139	31	\(i\)-th	\(i\)-th	NUM
bracis-33610	139	32	sample	sample	NOUN
bracis-33610	139	33	.	.	PUNCT
bracis-33610	140	1	the	the	DET
bracis-33610	140	2	score	score	NOUN
bracis-33610	140	3	is	be	AUX
bracis-33610	140	4	generated	generate	VERB
bracis-33610	140	5	using	use	VERB
bracis-33610	140	6	the	the	DET
bracis-33610	140	7	prompt	prompt	NOUN
bracis-33610	140	8	shown	show	VERB
bracis-33610	140	9	in	in	ADP
bracis-33610	140	10	fig	fig	NOUN
bracis-33610	140	11	.	.	PUNCT
bracis-33610	140	12	 	 	SPACE
bracis-33610	141	1	6	6	NUM
bracis-33610	141	2	.	.	PUNCT
bracis-33610	141	3	fig	fig	NOUN
bracis-33610	141	4	.	.	PUNCT
bracis-33610	142	1	6	6	X
bracis-33610	142	2	.	.	X
bracis-33610	142	3	prompt	prompt	PROPN
bracis-33610	142	4	used	use	VERB
bracis-33610	142	5	for	for	ADP
bracis-33610	142	6	g	g	NOUN
bracis-33610	142	7	-	-	PUNCT
bracis-33610	142	8	eval	eval	NOUN
bracis-33610	142	9	.	.	PUNCT
bracis-33610	143	1	full	full	ADJ
bracis-33610	143	2	size	size	NOUN
bracis-33610	143	3	image	image	NOUN
bracis-33610	143	4	check	check	NOUN
bracis-33610	143	5	-	-	PUNCT
bracis-33610	143	6	eval	eval	NOUN
bracis-33610	143	7	we	we	PRON
bracis-33610	143	8	also	also	ADV
bracis-33610	143	9	used	use	VERB
bracis-33610	143	10	the	the	DET
bracis-33610	143	11	check	check	NOUN
bracis-33610	143	12	-	-	PUNCT
bracis-33610	143	13	eval	eval	NOUN
bracis-33610	143	14	metric	metric	NOUN
bracis-33610	143	15	to	to	PART
bracis-33610	143	16	evaluate	evaluate	VERB
bracis-33610	143	17	the	the	DET
bracis-33610	143	18	generated	generate	VERB
bracis-33610	143	19	text	text	NOUN
bracis-33610	143	20	.	.	PUNCT
bracis-33610	144	1	this	this	DET
bracis-33610	144	2	metric	metric	NOUN
bracis-33610	144	3	is	be	AUX
bracis-33610	144	4	based	base	VERB
bracis-33610	144	5	on	on	ADP
bracis-33610	144	6	the	the	DET
bracis-33610	144	7	methodology	methodology	NOUN
bracis-33610	144	8	proposed	propose	VERB
bracis-33610	144	9	by	by	ADP
bracis-33610	144	10	pereira	pereira	PROPN
bracis-33610	144	11	et	et	PROPN
bracis-33610	144	12	al	al	PROPN
bracis-33610	144	13	.	.	PUNCT
bracis-33610	145	1	[	[	X
bracis-33610	145	2	16	16	NUM
bracis-33610	145	3	]	]	PUNCT
bracis-33610	145	4	.	.	PUNCT
bracis-33610	146	1	the	the	DET
bracis-33610	146	2	check	check	NOUN
bracis-33610	146	3	-	-	PUNCT
bracis-33610	146	4	eval	eval	NOUN
bracis-33610	146	5	metric	metric	ADJ
bracis-33610	146	6	evaluates	evaluate	VERB
bracis-33610	146	7	the	the	DET
bracis-33610	146	8	consistency	consistency	NOUN
bracis-33610	146	9	between	between	ADP
bracis-33610	146	10	the	the	DET
bracis-33610	146	11	candidate	candidate	NOUN
bracis-33610	146	12	text	text	NOUN
bracis-33610	146	13	and	and	CCONJ
bracis-33610	146	14	the	the	DET
bracis-33610	146	15	reference	reference	NOUN
bracis-33610	146	16	text	text	NOUN
bracis-33610	146	17	using	use	VERB
bracis-33610	146	18	an	an	DET
bracis-33610	146	19	evaluation	evaluation	NOUN
bracis-33610	146	20	checklist	checklist	NOUN
bracis-33610	146	21	.	.	PUNCT
bracis-33610	147	1	the	the	DET
bracis-33610	147	2	checklist	checklist	NOUN
bracis-33610	147	3	is	be	AUX
bracis-33610	147	4	generated	generate	VERB
bracis-33610	147	5	by	by	ADP
bracis-33610	147	6	a	a	DET
bracis-33610	147	7	llm	llm	PROPN
bracis-33610	147	8	model	model	NOUN
bracis-33610	147	9	,	,	PUNCT
bracis-33610	147	10	which	which	PRON
bracis-33610	147	11	is	be	AUX
bracis-33610	147	12	then	then	ADV
bracis-33610	147	13	used	use	VERB
bracis-33610	147	14	to	to	PART
bracis-33610	147	15	evaluate	evaluate	VERB
bracis-33610	147	16	the	the	DET
bracis-33610	147	17	candidate	candidate	NOUN
bracis-33610	147	18	text	text	NOUN
bracis-33610	147	19	.	.	PUNCT
bracis-33610	148	1	the	the	DET
bracis-33610	148	2	presence	presence	NOUN
bracis-33610	148	3	of	of	ADP
bracis-33610	148	4	the	the	DET
bracis-33610	148	5	checklist	checklist	ADJ
bracis-33610	148	6	elements	element	NOUN
bracis-33610	148	7	in	in	ADP
bracis-33610	148	8	the	the	DET
bracis-33610	148	9	candidate	candidate	NOUN
bracis-33610	148	10	text	text	NOUN
bracis-33610	148	11	is	be	AUX
bracis-33610	148	12	quantified	quantify	VERB
bracis-33610	148	13	to	to	PART
bracis-33610	148	14	determine	determine	VERB
bracis-33610	148	15	its	its	PRON
bracis-33610	148	16	information	information	NOUN
bracis-33610	148	17	quality	quality	NOUN
bracis-33610	148	18	.	.	PUNCT
bracis-33610	149	1	the	the	DET
bracis-33610	149	2	metric	metric	ADJ
bracis-33610	149	3	calculates	calculate	VERB
bracis-33610	149	4	a	a	DET
bracis-33610	149	5	score	score	NOUN
bracis-33610	149	6	reflecting	reflect	VERB
bracis-33610	149	7	the	the	DET
bracis-33610	149	8	consistency	consistency	NOUN
bracis-33610	149	9	between	between	ADP
bracis-33610	149	10	the	the	DET
bracis-33610	149	11	candidate	candidate	NOUN
bracis-33610	149	12	and	and	CCONJ
bracis-33610	149	13	reference	reference	NOUN
bracis-33610	149	14	text	text	NOUN
bracis-33610	149	15	.	.	PUNCT
bracis-33610	150	1	for	for	ADP
bracis-33610	150	2	example	example	NOUN
bracis-33610	150	3	,	,	PUNCT
bracis-33610	150	4	if	if	SCONJ
bracis-33610	150	5	the	the	DET
bracis-33610	150	6	evaluation	evaluation	NOUN
bracis-33610	150	7	checklist	checklist	NOUN
bracis-33610	150	8	consists	consist	VERB
bracis-33610	150	9	of	of	ADP
bracis-33610	150	10	ten	ten	NUM
bracis-33610	150	11	elements	element	NOUN
bracis-33610	150	12	and	and	CCONJ
bracis-33610	150	13	the	the	DET
bracis-33610	150	14	candidate	candidate	NOUN
bracis-33610	150	15	text	text	NOUN
bracis-33610	150	16	includes	include	VERB
bracis-33610	150	17	eight	eight	NUM
bracis-33610	150	18	of	of	ADP
bracis-33610	150	19	these	these	PRON
bracis-33610	150	20	,	,	PUNCT
bracis-33610	150	21	the	the	DET
bracis-33610	150	22	check	check	NOUN
bracis-33610	150	23	-	-	PUNCT
bracis-33610	150	24	eval	eval	NOUN
bracis-33610	150	25	score	score	NOUN
bracis-33610	150	26	will	will	AUX
bracis-33610	150	27	be	be	AUX
bracis-33610	150	28	0.8	0.8	NUM
bracis-33610	150	29	,	,	PUNCT
bracis-33610	150	30	i.e.	i.e.	X
bracis-33610	150	31	,	,	PUNCT
bracis-33610	150	32	the	the	DET
bracis-33610	150	33	metric	metric	NOUN
bracis-33610	150	34	suggests	suggest	VERB
bracis-33610	150	35	that	that	SCONJ
bracis-33610	150	36	the	the	DET
bracis-33610	150	37	candidate	candidate	NOUN
bracis-33610	150	38	text	text	NOUN
bracis-33610	150	39	maintains	maintain	VERB
bracis-33610	150	40	an	an	DET
bracis-33610	150	41	80	80	NUM
bracis-33610	150	42	%	%	NOUN
bracis-33610	150	43	consistency	consistency	NOUN
bracis-33610	150	44	level	level	NOUN
bracis-33610	150	45	with	with	ADP
bracis-33610	150	46	the	the	DET
bracis-33610	150	47	reference	reference	NOUN
bracis-33610	150	48	text	text	NOUN
bracis-33610	150	49	.	.	PUNCT
bracis-33610	151	1	5	5	NUM
bracis-33610	151	2	results	result	VERB
bracis-33610	151	3	this	this	DET
bracis-33610	151	4	section	section	NOUN
bracis-33610	151	5	presents	present	VERB
bracis-33610	151	6	the	the	DET
bracis-33610	151	7	results	result	NOUN
bracis-33610	151	8	of	of	ADP
bracis-33610	151	9	generating	generate	VERB
bracis-33610	151	10	the	the	DET
bracis-33610	151	11	texts	text	NOUN
bracis-33610	151	12	of	of	ADP
bracis-33610	151	13	each	each	DET
bracis-33610	151	14	section	section	NOUN
bracis-33610	151	15	of	of	ADP
bracis-33610	151	16	surveysum	surveysum	NOUN
bracis-33610	151	17	using	use	VERB
bracis-33610	151	18	the	the	DET
bracis-33610	151	19	two	two	NUM
bracis-33610	151	20	pipelines	pipeline	NOUN
bracis-33610	151	21	described	describe	VERB
bracis-33610	151	22	in	in	ADP
bracis-33610	151	23	sect	sect	NOUN
bracis-33610	151	24	.	.	PUNCT
bracis-33610	151	25	 	 	SPACE
bracis-33610	152	1	4	4	NUM
bracis-33610	152	2	with	with	ADP
bracis-33610	152	3	different	different	ADJ
bracis-33610	152	4	setups	setup	NOUN
bracis-33610	152	5	.	.	PUNCT
bracis-33610	153	1	pipeline	pipeline	NOUN
bracis-33610	153	2	1	1	NUM
bracis-33610	153	3	was	be	AUX
bracis-33610	153	4	executed	execute	VERB
bracis-33610	153	5	using	use	VERB
bracis-33610	153	6	the	the	DET
bracis-33610	153	7	monot5	monot5	PROPN
bracis-33610	153	8	-	-	PUNCT
bracis-33610	153	9	3bfootnote	3bfootnote	NUM
bracis-33610	153	10	7	7	NUM
bracis-33610	153	11	model	model	NOUN
bracis-33610	153	12	to	to	PART
bracis-33610	153	13	retrieve	retrieve	VERB
bracis-33610	153	14	the	the	DET
bracis-33610	153	15	chunks	chunk	NOUN
bracis-33610	153	16	and	and	CCONJ
bracis-33610	153	17	the	the	DET
bracis-33610	153	18	gpt-3.5	gpt-3.5	NOUN
bracis-33610	153	19	-	-	PUNCT
bracis-33610	153	20	turbo-0125	turbo-0125	NOUN
bracis-33610	153	21	model	model	NOUN
bracis-33610	153	22	to	to	PART
bracis-33610	153	23	generate	generate	VERB
bracis-33610	153	24	the	the	DET
bracis-33610	153	25	final	final	ADJ
bracis-33610	153	26	text	text	NOUN
bracis-33610	153	27	.	.	PUNCT
bracis-33610	154	1	we	we	PRON
bracis-33610	154	2	have	have	AUX
bracis-33610	154	3	evaluated	evaluate	VERB
bracis-33610	154	4	different	different	ADJ
bracis-33610	154	5	setups	setup	NOUN
bracis-33610	154	6	for	for	ADP
bracis-33610	154	7	this	this	DET
bracis-33610	154	8	pipeline	pipeline	NOUN
bracis-33610	154	9	as	as	SCONJ
bracis-33610	154	10	follows	follow	VERB
bracis-33610	154	11	:	:	PUNCT
bracis-33610	154	12	1.1	1.1	NUM
bracis-33610	154	13	:	:	PUNCT
bracis-33610	154	14	section	section	NOUN
bracis-33610	154	15	generation	generation	NOUN
bracis-33610	154	16	with	with	ADP
bracis-33610	154	17	5	5	NUM
bracis-33610	154	18	chunks	chunk	NOUN
bracis-33610	154	19	,	,	PUNCT
bracis-33610	154	20	with	with	ADP
bracis-33610	154	21	the	the	DET
bracis-33610	154	22	corresponding	corresponding	ADJ
bracis-33610	154	23	cited	cite	VERB
bracis-33610	154	24	articles	article	NOUN
bracis-33610	154	25	from	from	ADP
bracis-33610	154	26	surveysum	surveysum	NOUN
bracis-33610	154	27	;	;	PUNCT
bracis-33610	154	28	1.2	1.2	NUM
bracis-33610	154	29	:	:	PUNCT
bracis-33610	154	30	section	section	NOUN
bracis-33610	154	31	generation	generation	NOUN
bracis-33610	154	32	with	with	ADP
bracis-33610	154	33	10	10	NUM
bracis-33610	154	34	chunks	chunk	NOUN
bracis-33610	154	35	,	,	PUNCT
bracis-33610	154	36	with	with	ADP
bracis-33610	154	37	the	the	DET
bracis-33610	154	38	corresponding	corresponding	ADJ
bracis-33610	154	39	cited	cite	VERB
bracis-33610	154	40	articles	article	NOUN
bracis-33610	154	41	from	from	ADP
bracis-33610	154	42	surveysum	surveysum	NOUN
bracis-33610	154	43	;	;	PUNCT
bracis-33610	154	44	1.3	1.3	NUM
bracis-33610	154	45	:	:	PUNCT
bracis-33610	154	46	section	section	NOUN
bracis-33610	154	47	generation	generation	NOUN
bracis-33610	154	48	with	with	ADP
bracis-33610	154	49	10	10	NUM
bracis-33610	154	50	chunks	chunk	NOUN
bracis-33610	154	51	,	,	PUNCT
bracis-33610	154	52	with	with	ADP
bracis-33610	154	53	articles	article	NOUN
bracis-33610	154	54	retrieved	retrieve	VERB
bracis-33610	154	55	from	from	ADP
bracis-33610	154	56	the	the	DET
bracis-33610	154	57	semantic	semantic	ADJ
bracis-33610	154	58	scholar	scholar	NOUN
bracis-33610	154	59	api	api	NOUN
bracis-33610	154	60	.	.	PUNCT
bracis-33610	155	1	pipeline	pipeline	NOUN
bracis-33610	155	2	2	2	NUM
bracis-33610	155	3	was	be	AUX
bracis-33610	155	4	executed	execute	VERB
bracis-33610	155	5	with	with	ADP
bracis-33610	155	6	six	six	NUM
bracis-33610	155	7	different	different	ADJ
bracis-33610	155	8	setups	setup	NOUN
bracis-33610	155	9	after	after	SCONJ
bracis-33610	155	10	the	the	DET
bracis-33610	155	11	chunks	chunk	NOUN
bracis-33610	155	12	retriever	retriever	NOUN
bracis-33610	155	13	stage	stage	NOUN
bracis-33610	155	14	.	.	PUNCT
bracis-33610	156	1	after	after	ADP
bracis-33610	156	2	selecting	select	VERB
bracis-33610	156	3	the	the	DET
bracis-33610	156	4	top	top	ADJ
bracis-33610	156	5	20	20	NUM
bracis-33610	156	6	chunks	chunk	NOUN
bracis-33610	156	7	,	,	PUNCT
bracis-33610	156	8	a	a	DET
bracis-33610	156	9	gpt	gpt	NOUN
bracis-33610	156	10	model	model	NOUN
bracis-33610	156	11	was	be	AUX
bracis-33610	156	12	used	use	VERB
bracis-33610	156	13	to	to	PART
bracis-33610	156	14	rerank	rerank	VERB
bracis-33610	156	15	the	the	DET
bracis-33610	156	16	chunks	chunk	NOUN
bracis-33610	156	17	and	and	CCONJ
bracis-33610	156	18	to	to	PART
bracis-33610	156	19	write	write	VERB
bracis-33610	156	20	the	the	DET
bracis-33610	156	21	section	section	NOUN
bracis-33610	156	22	.	.	PUNCT
bracis-33610	157	1	each	each	DET
bracis-33610	157	2	configuration	configuration	NOUN
bracis-33610	157	3	differs	differ	VERB
bracis-33610	157	4	in	in	ADP
bracis-33610	157	5	the	the	DET
bracis-33610	157	6	gpt	gpt	NOUN
bracis-33610	157	7	model	model	NOUN
bracis-33610	157	8	used	use	VERB
bracis-33610	157	9	and	and	CCONJ
bracis-33610	157	10	the	the	DET
bracis-33610	157	11	number	number	NOUN
bracis-33610	157	12	of	of	ADP
bracis-33610	157	13	chunks	chunk	NOUN
bracis-33610	157	14	considered	consider	VERB
bracis-33610	157	15	to	to	PART
bracis-33610	157	16	summarize	summarize	VERB
bracis-33610	157	17	the	the	DET
bracis-33610	157	18	documents	document	NOUN
bracis-33610	157	19	.	.	PUNCT
bracis-33610	158	1	in	in	ADP
bracis-33610	158	2	all	all	PRON
bracis-33610	158	3	of	of	ADP
bracis-33610	158	4	them	they	PRON
bracis-33610	158	5	,	,	PUNCT
bracis-33610	158	6	only	only	ADV
bracis-33610	158	7	the	the	DET
bracis-33610	158	8	articles	article	NOUN
bracis-33610	158	9	from	from	ADP
bracis-33610	158	10	each	each	DET
bracis-33610	158	11	section	section	NOUN
bracis-33610	158	12	of	of	ADP
bracis-33610	158	13	the	the	DET
bracis-33610	158	14	dataset	dataset	NOUN
bracis-33610	158	15	were	be	AUX
bracis-33610	158	16	considered	consider	VERB
bracis-33610	158	17	as	as	ADP
bracis-33610	158	18	input	input	NOUN
bracis-33610	158	19	for	for	ADP
bracis-33610	158	20	the	the	DET
bracis-33610	158	21	models	model	NOUN
bracis-33610	158	22	:	:	PUNCT
bracis-33610	158	23	2.1	2.1	NUM
bracis-33610	158	24	:	:	PUNCT
bracis-33610	158	25	gpt-3.5	gpt-3.5	NOUN
bracis-33610	158	26	-	-	PUNCT
bracis-33610	158	27	turbo-0125	turbo-0125	NOUN
bracis-33610	158	28	model	model	NOUN
bracis-33610	158	29	.	.	PUNCT
bracis-33610	159	1	section	section	NOUN
bracis-33610	159	2	written	write	VERB
bracis-33610	159	3	with	with	ADP
bracis-33610	159	4	a	a	DET
bracis-33610	159	5	single	single	ADJ
bracis-33610	159	6	chunk	chunk	NOUN
bracis-33610	159	7	;	;	PUNCT
bracis-33610	159	8	2.2	2.2	NUM
bracis-33610	159	9	:	:	PUNCT
bracis-33610	159	10	gpt-3.5	gpt-3.5	NOUN
bracis-33610	159	11	-	-	PUNCT
bracis-33610	159	12	turbo-0125	turbo-0125	NOUN
bracis-33610	159	13	model	model	NOUN
bracis-33610	159	14	.	.	PUNCT
bracis-33610	160	1	section	section	NOUN
bracis-33610	160	2	written	write	VERB
bracis-33610	160	3	with	with	ADP
bracis-33610	160	4	up	up	ADP
bracis-33610	160	5	to	to	PART
bracis-33610	160	6	5	5	NUM
bracis-33610	160	7	chunks	chunk	NOUN
bracis-33610	160	8	;	;	PUNCT
bracis-33610	160	9	2.3	2.3	NUM
bracis-33610	160	10	:	:	PUNCT
bracis-33610	160	11	gpt-3.5	gpt-3.5	NOUN
bracis-33610	160	12	-	-	PUNCT
bracis-33610	160	13	turbo-0125	turbo-0125	NOUN
bracis-33610	160	14	model	model	NOUN
bracis-33610	160	15	.	.	PUNCT
bracis-33610	161	1	section	section	NOUN
bracis-33610	161	2	written	write	VERB
bracis-33610	161	3	with	with	ADP
bracis-33610	161	4	up	up	ADP
bracis-33610	161	5	to	to	PART
bracis-33610	161	6	10	10	NUM
bracis-33610	161	7	chunks	chunk	NOUN
bracis-33610	161	8	;	;	PUNCT
bracis-33610	161	9	2.4	2.4	NUM
bracis-33610	161	10	:	:	PUNCT
bracis-33610	161	11	gpt-4	gpt-4	NUM
bracis-33610	161	12	-	-	PUNCT
bracis-33610	161	13	0125	0125	NUM
bracis-33610	161	14	-	-	PUNCT
bracis-33610	161	15	preview	preview	NOUN
bracis-33610	161	16	model	model	NOUN
bracis-33610	161	17	.	.	PUNCT
bracis-33610	162	1	section	section	NOUN
bracis-33610	162	2	written	write	VERB
bracis-33610	162	3	with	with	ADP
bracis-33610	162	4	a	a	DET
bracis-33610	162	5	single	single	ADJ
bracis-33610	162	6	chunk	chunk	NOUN
bracis-33610	162	7	;	;	PUNCT
bracis-33610	162	8	2.5	2.5	NUM
bracis-33610	162	9	:	:	PUNCT
bracis-33610	162	10	gpt-4	gpt-4	NUM
bracis-33610	162	11	-	-	PUNCT
bracis-33610	162	12	0125	0125	NUM
bracis-33610	162	13	-	-	PUNCT
bracis-33610	162	14	preview	preview	NOUN
bracis-33610	162	15	model	model	NOUN
bracis-33610	162	16	.	.	PUNCT
bracis-33610	163	1	section	section	NOUN
bracis-33610	163	2	written	write	VERB
bracis-33610	163	3	with	with	ADP
bracis-33610	163	4	up	up	ADP
bracis-33610	163	5	to	to	PART
bracis-33610	163	6	5	5	NUM
bracis-33610	163	7	chunks	chunk	NOUN
bracis-33610	163	8	;	;	PUNCT
bracis-33610	163	9	2.6	2.6	NUM
bracis-33610	163	10	:	:	PUNCT
bracis-33610	163	11	gpt-4	gpt-4	NUM
bracis-33610	163	12	-	-	PUNCT
bracis-33610	163	13	0125	0125	NUM
bracis-33610	163	14	-	-	PUNCT
bracis-33610	163	15	preview	preview	NOUN
bracis-33610	163	16	model	model	NOUN
bracis-33610	163	17	.	.	PUNCT
bracis-33610	164	1	section	section	NOUN
bracis-33610	164	2	written	write	VERB
bracis-33610	164	3	with	with	ADP
bracis-33610	164	4	up	up	ADP
bracis-33610	164	5	to	to	PART
bracis-33610	164	6	10	10	NUM
bracis-33610	164	7	chunks	chunk	NOUN
bracis-33610	164	8	;	;	PUNCT
bracis-33610	164	9	table	table	NOUN
bracis-33610	164	10	 	 	SPACE
bracis-33610	164	11	1	1	NUM
bracis-33610	164	12	shows	show	VERB
bracis-33610	164	13	the	the	DET
bracis-33610	164	14	metrics	metric	NOUN
bracis-33610	164	15	for	for	ADP
bracis-33610	164	16	nine	nine	NUM
bracis-33610	164	17	configurations	configuration	NOUN
bracis-33610	164	18	evaluated	evaluate	VERB
bracis-33610	164	19	.	.	PUNCT
bracis-33610	165	1	regarding	regard	VERB
bracis-33610	165	2	the	the	DET
bracis-33610	165	3	metrics	metric	NOUN
bracis-33610	165	4	used	use	VERB
bracis-33610	165	5	(	(	PUNCT
bracis-33610	165	6	g	g	NOUN
bracis-33610	165	7	-	-	PUNCT
bracis-33610	165	8	eval	eval	NOUN
bracis-33610	165	9	and	and	CCONJ
bracis-33610	165	10	check	check	NOUN
bracis-33610	165	11	-	-	PUNCT
bracis-33610	165	12	eval	eval	NOUN
bracis-33610	165	13	)	)	PUNCT
bracis-33610	165	14	,	,	PUNCT
bracis-33610	165	15	both	both	DET
bracis-33610	165	16	metrics	metric	NOUN
bracis-33610	165	17	generally	generally	ADV
bracis-33610	165	18	agreed	agree	VERB
bracis-33610	165	19	with	with	ADP
bracis-33610	165	20	each	each	DET
bracis-33610	165	21	other	other	ADJ
bracis-33610	165	22	.	.	PUNCT
bracis-33610	166	1	however	however	ADV
bracis-33610	166	2	,	,	PUNCT
bracis-33610	166	3	unlike	unlike	ADP
bracis-33610	166	4	the	the	DET
bracis-33610	166	5	evaluation	evaluation	NOUN
bracis-33610	166	6	checklist	checklist	NOUN
bracis-33610	166	7	,	,	PUNCT
bracis-33610	166	8	g	g	NOUN
bracis-33610	166	9	-	-	PUNCT
bracis-33610	166	10	eval	eval	NOUN
bracis-33610	166	11	tends	tend	VERB
bracis-33610	166	12	to	to	PART
bracis-33610	166	13	concentrate	concentrate	VERB
bracis-33610	166	14	the	the	DET
bracis-33610	166	15	results	result	NOUN
bracis-33610	166	16	around	around	ADP
bracis-33610	166	17	certain	certain	ADJ
bracis-33610	166	18	numbers	number	NOUN
bracis-33610	166	19	.	.	PUNCT
bracis-33610	167	1	table	table	NOUN
bracis-33610	167	2	1	1	NUM
bracis-33610	167	3	.	.	PUNCT
bracis-33610	167	4	results	result	NOUN
bracis-33610	167	5	of	of	ADP
bracis-33610	167	6	pipelines	pipeline	NOUN
bracis-33610	167	7	.	.	PUNCT
bracis-33610	168	1	all	all	DET
bracis-33610	168	2	checklist	checklist	NOUN
bracis-33610	168	3	evaluations	evaluation	NOUN
bracis-33610	168	4	were	be	AUX
bracis-33610	168	5	performed	perform	VERB
bracis-33610	168	6	using	use	VERB
bracis-33610	168	7	gpt-3	gpt-3	NOUN
bracis-33610	168	8	-	-	PUNCT
bracis-33610	168	9	5	5	NUM
bracis-33610	168	10	-	-	PUNCT
bracis-33610	168	11	turbo	turbo	NOUN
bracis-33610	168	12	and	and	CCONJ
bracis-33610	168	13	all	all	DET
bracis-33610	168	14	g	g	NOUN
bracis-33610	168	15	-	-	PUNCT
bracis-33610	168	16	eval	eval	NOUN
bracis-33610	168	17	scores	score	NOUN
bracis-33610	168	18	were	be	AUX
bracis-33610	168	19	generated	generate	VERB
bracis-33610	168	20	by	by	ADP
bracis-33610	168	21	gpt-4.full	gpt-4.full	ADJ
bracis-33610	168	22	size	size	NOUN
bracis-33610	168	23	table	table	NOUN
bracis-33610	168	24	pipeline	pipeline	NOUN
bracis-33610	168	25	1.3	1.3	NUM
bracis-33610	168	26	had	have	VERB
bracis-33610	168	27	the	the	DET
bracis-33610	168	28	worst	bad	ADJ
bracis-33610	168	29	results	result	NOUN
bracis-33610	168	30	in	in	ADP
bracis-33610	168	31	both	both	PRON
bracis-33610	168	32	check	check	NOUN
bracis-33610	168	33	-	-	PUNCT
bracis-33610	168	34	eval	eval	NOUN
bracis-33610	168	35	and	and	CCONJ
bracis-33610	168	36	g	g	NOUN
bracis-33610	168	37	-	-	PUNCT
bracis-33610	168	38	eval	eval	NOUN
bracis-33610	168	39	scores	score	NOUN
bracis-33610	168	40	among	among	ADP
bracis-33610	168	41	all	all	DET
bracis-33610	168	42	pipelines	pipeline	NOUN
bracis-33610	168	43	.	.	PUNCT
bracis-33610	169	1	this	this	PRON
bracis-33610	169	2	was	be	AUX
bracis-33610	169	3	the	the	DET
bracis-33610	169	4	only	only	ADJ
bracis-33610	169	5	configuration	configuration	NOUN
bracis-33610	169	6	tested	test	VERB
bracis-33610	169	7	that	that	SCONJ
bracis-33610	169	8	used	use	VERB
bracis-33610	169	9	articles	article	NOUN
bracis-33610	169	10	retrieved	retrieve	VERB
bracis-33610	169	11	from	from	ADP
bracis-33610	169	12	a	a	DET
bracis-33610	169	13	search	search	NOUN
bracis-33610	169	14	engine	engine	NOUN
bracis-33610	169	15	instead	instead	ADV
bracis-33610	169	16	of	of	ADP
bracis-33610	169	17	articles	article	NOUN
bracis-33610	169	18	from	from	ADP
bracis-33610	169	19	surveysum	surveysum	NOUN
bracis-33610	169	20	.	.	PUNCT
bracis-33610	170	1	this	this	DET
bracis-33610	170	2	result	result	NOUN
bracis-33610	170	3	shows	show	VERB
bracis-33610	170	4	a	a	DET
bracis-33610	170	5	strong	strong	ADJ
bracis-33610	170	6	dependence	dependence	NOUN
bracis-33610	170	7	of	of	ADP
bracis-33610	170	8	text	text	NOUN
bracis-33610	170	9	summarization	summarization	NOUN
bracis-33610	170	10	on	on	ADP
bracis-33610	170	11	the	the	DET
bracis-33610	170	12	retriever	retriever	NOUN
bracis-33610	170	13	stage	stage	NOUN
bracis-33610	170	14	.	.	PUNCT
bracis-33610	171	1	for	for	ADP
bracis-33610	171	2	pipelines	pipeline	NOUN
bracis-33610	171	3	of	of	ADP
bracis-33610	171	4	the	the	DET
bracis-33610	171	5	same	same	ADJ
bracis-33610	171	6	type	type	NOUN
bracis-33610	171	7	(	(	PUNCT
bracis-33610	171	8	[	[	X
bracis-33610	171	9	1.1	1.1	NUM
bracis-33610	171	10	and	and	CCONJ
bracis-33610	171	11	1.2	1.2	NUM
bracis-33610	171	12	]	]	PUNCT
bracis-33610	171	13	,	,	PUNCT
bracis-33610	171	14	[	[	X
bracis-33610	171	15	2.1	2.1	NUM
bracis-33610	171	16	,	,	PUNCT
bracis-33610	171	17	2.2	2.2	NUM
bracis-33610	171	18	,	,	PUNCT
bracis-33610	171	19	and	and	CCONJ
bracis-33610	171	20	2.3	2.3	NUM
bracis-33610	171	21	]	]	PUNCT
bracis-33610	171	22	,	,	PUNCT
bracis-33610	171	23	[	[	X
bracis-33610	171	24	2.4	2.4	NUM
bracis-33610	171	25	,	,	PUNCT
bracis-33610	171	26	2.5	2.5	NUM
bracis-33610	171	27	,	,	PUNCT
bracis-33610	171	28	and	and	CCONJ
bracis-33610	171	29	2.6	2.6	NUM
bracis-33610	171	30	]	]	NUM
bracis-33610	171	31	)	)	PUNCT
bracis-33610	171	32	,	,	PUNCT
bracis-33610	171	33	the	the	DET
bracis-33610	171	34	more	more	ADJ
bracis-33610	171	35	chunks	chunk	NOUN
bracis-33610	171	36	used	use	VERB
bracis-33610	171	37	,	,	PUNCT
bracis-33610	171	38	the	the	PRON
bracis-33610	171	39	higher	high	ADJ
bracis-33610	171	40	the	the	DET
bracis-33610	171	41	f1	f1	ADJ
bracis-33610	171	42	score	score	NOUN
bracis-33610	171	43	tends	tend	VERB
bracis-33610	171	44	to	to	PART
bracis-33610	171	45	be	be	AUX
bracis-33610	171	46	,	,	PUNCT
bracis-33610	171	47	as	as	SCONJ
bracis-33610	171	48	there	there	PRON
bracis-33610	171	49	is	be	VERB
bracis-33610	171	50	a	a	DET
bracis-33610	171	51	higher	high	ADJ
bracis-33610	171	52	probability	probability	NOUN
bracis-33610	171	53	of	of	ADP
bracis-33610	171	54	selecting	select	VERB
bracis-33610	171	55	chunks	chunk	NOUN
bracis-33610	171	56	from	from	ADP
bracis-33610	171	57	different	different	ADJ
bracis-33610	171	58	articles	article	NOUN
bracis-33610	171	59	.	.	PUNCT
bracis-33610	172	1	however	however	ADV
bracis-33610	172	2	,	,	PUNCT
bracis-33610	172	3	it	it	PRON
bracis-33610	172	4	can	can	AUX
bracis-33610	172	5	not	not	PART
bracis-33610	172	6	be	be	AUX
bracis-33610	172	7	inferred	infer	VERB
bracis-33610	172	8	that	that	SCONJ
bracis-33610	172	9	increasing	increase	VERB
bracis-33610	172	10	the	the	DET
bracis-33610	172	11	number	number	NOUN
bracis-33610	172	12	of	of	ADP
bracis-33610	172	13	chunks	chunk	NOUN
bracis-33610	172	14	will	will	AUX
bracis-33610	172	15	necessarily	necessarily	ADV
bracis-33610	172	16	improve	improve	VERB
bracis-33610	172	17	text	text	NOUN
bracis-33610	172	18	quality	quality	NOUN
bracis-33610	172	19	.	.	PUNCT
bracis-33610	173	1	although	although	SCONJ
bracis-33610	173	2	the	the	DET
bracis-33610	173	3	experiments	experiment	NOUN
bracis-33610	173	4	indicated	indicate	VERB
bracis-33610	173	5	this	this	DET
bracis-33610	173	6	average	average	ADJ
bracis-33610	173	7	behavior	behavior	NOUN
bracis-33610	173	8	for	for	ADP
bracis-33610	173	9	this	this	DET
bracis-33610	173	10	number	number	NOUN
bracis-33610	173	11	of	of	ADP
bracis-33610	173	12	chunks	chunk	NOUN
bracis-33610	173	13	,	,	PUNCT
bracis-33610	173	14	there	there	PRON
bracis-33610	173	15	are	be	VERB
bracis-33610	173	16	samples	sample	NOUN
bracis-33610	173	17	where	where	SCONJ
bracis-33610	173	18	increasing	increase	VERB
bracis-33610	173	19	the	the	DET
bracis-33610	173	20	number	number	NOUN
bracis-33610	173	21	of	of	ADP
bracis-33610	173	22	chunks	chunk	NOUN
bracis-33610	173	23	worsened	worsen	VERB
bracis-33610	173	24	the	the	DET
bracis-33610	173	25	result	result	NOUN
bracis-33610	173	26	.	.	PUNCT
bracis-33610	174	1	the	the	DET
bracis-33610	174	2	quality	quality	NOUN
bracis-33610	174	3	of	of	ADP
bracis-33610	174	4	the	the	DET
bracis-33610	174	5	chunk	chunk	NOUN
bracis-33610	174	6	—	—	PUNCT
bracis-33610	174	7	directly	directly	ADV
bracis-33610	174	8	influenced	influence	VERB
bracis-33610	174	9	by	by	ADP
bracis-33610	174	10	the	the	DET
bracis-33610	174	11	retriever	retriever	NOUN
bracis-33610	174	12	stage	stage	NOUN
bracis-33610	174	13	—	—	PUNCT
bracis-33610	174	14	is	be	AUX
bracis-33610	174	15	very	very	ADV
bracis-33610	174	16	important	important	ADJ
bracis-33610	174	17	.	.	PUNCT
bracis-33610	175	1	regardless	regardless	ADV
bracis-33610	175	2	of	of	ADP
bracis-33610	175	3	the	the	DET
bracis-33610	175	4	metric	metric	NOUN
bracis-33610	175	5	considered	consider	VERB
bracis-33610	175	6	in	in	ADP
bracis-33610	175	7	table	table	NOUN
bracis-33610	175	8	 	 	SPACE
bracis-33610	175	9	1	1	NUM
bracis-33610	175	10	,	,	PUNCT
bracis-33610	175	11	the	the	DET
bracis-33610	175	12	results	result	NOUN
bracis-33610	175	13	for	for	ADP
bracis-33610	175	14	pipelines	pipeline	NOUN
bracis-33610	175	15	2.4	2.4	NUM
bracis-33610	175	16	,	,	PUNCT
bracis-33610	175	17	2.5	2.5	NUM
bracis-33610	175	18	,	,	PUNCT
bracis-33610	175	19	and	and	CCONJ
bracis-33610	175	20	2.6	2.6	NUM
bracis-33610	175	21	(	(	PUNCT
bracis-33610	175	22	using	use	VERB
bracis-33610	175	23	the	the	DET
bracis-33610	175	24	gpt-4	gpt-4	NOUN
bracis-33610	175	25	-	-	PUNCT
bracis-33610	175	26	0125	0125	NUM
bracis-33610	175	27	-	-	PUNCT
bracis-33610	175	28	preview	preview	NOUN
bracis-33610	175	29	model	model	NOUN
bracis-33610	175	30	)	)	PUNCT
bracis-33610	175	31	were	be	AUX
bracis-33610	175	32	better	well	ADJ
bracis-33610	175	33	than	than	ADP
bracis-33610	175	34	the	the	DET
bracis-33610	175	35	results	result	NOUN
bracis-33610	175	36	for	for	ADP
bracis-33610	175	37	pipelines	pipeline	NOUN
bracis-33610	175	38	2.1	2.1	NUM
bracis-33610	175	39	,	,	PUNCT
bracis-33610	175	40	2.2	2.2	NUM
bracis-33610	175	41	,	,	PUNCT
bracis-33610	175	42	and	and	CCONJ
bracis-33610	175	43	2.3	2.3	NUM
bracis-33610	175	44	(	(	PUNCT
bracis-33610	175	45	equivalent	equivalent	ADJ
bracis-33610	175	46	pipelines	pipeline	NOUN
bracis-33610	175	47	using	use	VERB
bracis-33610	175	48	gpt-3.5	gpt-3.5	NOUN
bracis-33610	175	49	-	-	PUNCT
bracis-33610	175	50	turbo-0125	turbo-0125	NOUN
bracis-33610	175	51	)	)	PUNCT
bracis-33610	175	52	.	.	PUNCT
bracis-33610	176	1	this	this	PRON
bracis-33610	176	2	suggests	suggest	VERB
bracis-33610	176	3	that	that	SCONJ
bracis-33610	176	4	the	the	DET
bracis-33610	176	5	llm	llm	PROPN
bracis-33610	176	6	used	use	VERB
bracis-33610	176	7	is	be	AUX
bracis-33610	176	8	relevant	relevant	ADJ
bracis-33610	176	9	to	to	ADP
bracis-33610	176	10	the	the	DET
bracis-33610	176	11	quality	quality	NOUN
bracis-33610	176	12	of	of	ADP
bracis-33610	176	13	result	result	NOUN
bracis-33610	176	14	.	.	PUNCT
bracis-33610	177	1	the	the	DET
bracis-33610	177	2	g	g	PROPN
bracis-33610	177	3	-	-	PUNCT
bracis-33610	177	4	eval	eval	NOUN
bracis-33610	177	5	and	and	CCONJ
bracis-33610	177	6	check	check	NOUN
bracis-33610	177	7	-	-	PUNCT
bracis-33610	177	8	eval	eval	NOUN
bracis-33610	177	9	scores	score	NOUN
bracis-33610	177	10	are	be	AUX
bracis-33610	177	11	high	high	ADV
bracis-33610	177	12	correlated	correlate	VERB
bracis-33610	177	13	(	(	PUNCT
bracis-33610	177	14	76	76	NUM
bracis-33610	177	15	%	%	NOUN
bracis-33610	177	16	)	)	PUNCT
bracis-33610	177	17	,	,	PUNCT
bracis-33610	177	18	indicating	indicate	VERB
bracis-33610	177	19	consistency	consistency	NOUN
bracis-33610	177	20	in	in	ADP
bracis-33610	177	21	their	their	PRON
bracis-33610	177	22	evaluation	evaluation	NOUN
bracis-33610	177	23	of	of	ADP
bracis-33610	177	24	summary	summary	NOUN
bracis-33610	177	25	quality	quality	NOUN
bracis-33610	177	26	.	.	PUNCT
bracis-33610	178	1	however	however	ADV
bracis-33610	178	2	,	,	PUNCT
bracis-33610	178	3	g	g	PROPN
bracis-33610	178	4	-	-	PUNCT
bracis-33610	178	5	eval	eval	NOUN
bracis-33610	178	6	tends	tend	VERB
bracis-33610	178	7	to	to	PART
bracis-33610	178	8	produce	produce	VERB
bracis-33610	178	9	results	result	NOUN
bracis-33610	178	10	with	with	ADP
bracis-33610	178	11	lower	low	ADJ
bracis-33610	178	12	variability	variability	NOUN
bracis-33610	178	13	compared	compare	VERB
bracis-33610	178	14	to	to	ADP
bracis-33610	178	15	the	the	DET
bracis-33610	178	16	check	check	NOUN
bracis-33610	178	17	-	-	PUNCT
bracis-33610	178	18	eval	eval	NOUN
bracis-33610	178	19	score	score	NOUN
bracis-33610	178	20	.	.	PUNCT
bracis-33610	179	1	the	the	DET
bracis-33610	179	2	check	check	NOUN
bracis-33610	179	3	-	-	PUNCT
bracis-33610	179	4	eval	eval	NOUN
bracis-33610	179	5	score	score	NOUN
bracis-33610	179	6	,	,	PUNCT
bracis-33610	179	7	being	be	AUX
bracis-33610	179	8	more	more	ADV
bracis-33610	179	9	granular	granular	ADJ
bracis-33610	179	10	and	and	CCONJ
bracis-33610	179	11	item	item	NOUN
bracis-33610	179	12	-	-	PUNCT
bracis-33610	179	13	specific	specific	ADJ
bracis-33610	179	14	,	,	PUNCT
bracis-33610	179	15	captures	capture	VERB
bracis-33610	179	16	a	a	DET
bracis-33610	179	17	broader	broad	ADJ
bracis-33610	179	18	range	range	NOUN
bracis-33610	179	19	of	of	ADP
bracis-33610	179	20	evaluation	evaluation	NOUN
bracis-33610	179	21	aspects	aspect	NOUN
bracis-33610	179	22	.	.	PUNCT
bracis-33610	180	1	these	these	DET
bracis-33610	180	2	insights	insight	NOUN
bracis-33610	180	3	underscore	underscore	VERB
bracis-33610	180	4	the	the	DET
bracis-33610	180	5	importance	importance	NOUN
bracis-33610	180	6	of	of	ADP
bracis-33610	180	7	employing	employ	VERB
bracis-33610	180	8	multiple	multiple	ADJ
bracis-33610	180	9	evaluation	evaluation	NOUN
bracis-33610	180	10	metrics	metric	NOUN
bracis-33610	180	11	to	to	PART
bracis-33610	180	12	obtain	obtain	VERB
bracis-33610	180	13	a	a	DET
bracis-33610	180	14	comprehensive	comprehensive	ADJ
bracis-33610	180	15	understanding	understanding	NOUN
bracis-33610	180	16	of	of	ADP
bracis-33610	180	17	the	the	DET
bracis-33610	180	18	performance	performance	NOUN
bracis-33610	180	19	of	of	ADP
bracis-33610	180	20	summarization	summarization	NOUN
bracis-33610	180	21	models	model	NOUN
bracis-33610	180	22	.	.	PUNCT
bracis-33610	181	1	6	6	NUM
bracis-33610	181	2	conclusion	conclusion	NOUN
bracis-33610	181	3	in	in	ADP
bracis-33610	181	4	this	this	DET
bracis-33610	181	5	paper	paper	NOUN
bracis-33610	181	6	,	,	PUNCT
bracis-33610	181	7	we	we	PRON
bracis-33610	181	8	introduced	introduce	VERB
bracis-33610	181	9	surveysum	surveysum	NOUN
bracis-33610	181	10	,	,	PUNCT
bracis-33610	181	11	a	a	DET
bracis-33610	181	12	dataset	dataset	NOUN
bracis-33610	181	13	designed	design	VERB
bracis-33610	181	14	for	for	ADP
bracis-33610	181	15	summarizing	summarize	VERB
bracis-33610	181	16	sections	section	NOUN
bracis-33610	181	17	within	within	ADP
bracis-33610	181	18	scientific	scientific	ADJ
bracis-33610	181	19	surveys	survey	NOUN
bracis-33610	181	20	in	in	ADP
bracis-33610	181	21	artificial	artificial	ADJ
bracis-33610	181	22	intelligence	intelligence	NOUN
bracis-33610	181	23	,	,	PUNCT
bracis-33610	181	24	natural	natural	ADJ
bracis-33610	181	25	language	language	NOUN
bracis-33610	181	26	processing	processing	NOUN
bracis-33610	181	27	,	,	PUNCT
bracis-33610	181	28	and	and	CCONJ
bracis-33610	181	29	machine	machine	NOUN
bracis-33610	181	30	learning	learning	NOUN
bracis-33610	181	31	.	.	PUNCT
bracis-33610	182	1	our	our	PRON
bracis-33610	182	2	contributions	contribution	NOUN
bracis-33610	182	3	include	include	VERB
bracis-33610	182	4	the	the	DET
bracis-33610	182	5	creation	creation	NOUN
bracis-33610	182	6	of	of	ADP
bracis-33610	182	7	the	the	DET
bracis-33610	182	8	dataset	dataset	NOUN
bracis-33610	182	9	,	,	PUNCT
bracis-33610	182	10	two	two	NUM
bracis-33610	182	11	pipelines	pipeline	NOUN
bracis-33610	182	12	to	to	PART
bracis-33610	182	13	summarize	summarize	VERB
bracis-33610	182	14	scientific	scientific	ADJ
bracis-33610	182	15	articles	article	NOUN
bracis-33610	182	16	,	,	PUNCT
bracis-33610	182	17	and	and	CCONJ
bracis-33610	182	18	their	their	PRON
bracis-33610	182	19	evaluation	evaluation	NOUN
bracis-33610	182	20	using	use	VERB
bracis-33610	182	21	various	various	ADJ
bracis-33610	182	22	metrics	metric	NOUN
bracis-33610	182	23	.	.	PUNCT
bracis-33610	183	1	as	as	ADP
bracis-33610	183	2	with	with	ADP
bracis-33610	183	3	various	various	ADJ
bracis-33610	183	4	other	other	ADJ
bracis-33610	183	5	summarization	summarization	NOUN
bracis-33610	183	6	challenges	challenge	NOUN
bracis-33610	183	7	,	,	PUNCT
bracis-33610	183	8	the	the	DET
bracis-33610	183	9	summarization	summarization	NOUN
bracis-33610	183	10	of	of	ADP
bracis-33610	183	11	articles	article	NOUN
bracis-33610	183	12	for	for	ADP
bracis-33610	183	13	the	the	DET
bracis-33610	183	14	generation	generation	NOUN
bracis-33610	183	15	of	of	ADP
bracis-33610	183	16	a	a	DET
bracis-33610	183	17	survey	survey	NOUN
bracis-33610	183	18	section	section	NOUN
bracis-33610	183	19	does	do	AUX
bracis-33610	183	20	not	not	PART
bracis-33610	183	21	yield	yield	VERB
bracis-33610	183	22	a	a	DET
bracis-33610	183	23	single	single	ADJ
bracis-33610	183	24	definitive	definitive	ADJ
bracis-33610	183	25	answer	answer	NOUN
bracis-33610	183	26	.	.	PUNCT
bracis-33610	184	1	different	different	ADJ
bracis-33610	184	2	researchers	researcher	NOUN
bracis-33610	184	3	may	may	AUX
bracis-33610	184	4	use	use	VERB
bracis-33610	184	5	the	the	DET
bracis-33610	184	6	same	same	ADJ
bracis-33610	184	7	set	set	NOUN
bracis-33610	184	8	of	of	ADP
bracis-33610	184	9	papers	paper	NOUN
bracis-33610	184	10	to	to	PART
bracis-33610	184	11	produce	produce	VERB
bracis-33610	184	12	a	a	DET
bracis-33610	184	13	section	section	NOUN
bracis-33610	184	14	on	on	ADP
bracis-33610	184	15	a	a	DET
bracis-33610	184	16	given	give	VERB
bracis-33610	184	17	topic	topic	NOUN
bracis-33610	184	18	,	,	PUNCT
bracis-33610	184	19	each	each	PRON
bracis-33610	184	20	covering	cover	VERB
bracis-33610	184	21	different	different	ADJ
bracis-33610	184	22	aspects	aspect	NOUN
bracis-33610	184	23	of	of	ADP
bracis-33610	184	24	that	that	DET
bracis-33610	184	25	topic	topic	NOUN
bracis-33610	184	26	.	.	PUNCT
bracis-33610	185	1	nevertheless	nevertheless	ADV
bracis-33610	185	2	,	,	PUNCT
bracis-33610	185	3	it	it	PRON
bracis-33610	185	4	is	be	AUX
bracis-33610	185	5	important	important	ADJ
bracis-33610	185	6	to	to	PART
bracis-33610	185	7	establish	establish	VERB
bracis-33610	185	8	parameters	parameter	NOUN
bracis-33610	185	9	for	for	ADP
bracis-33610	185	10	comparison	comparison	NOUN
bracis-33610	185	11	.	.	PUNCT
bracis-33610	186	1	surveysum	surveysum	VERB
bracis-33610	186	2	addresses	address	NOUN
bracis-33610	186	3	a	a	DET
bracis-33610	186	4	gap	gap	NOUN
bracis-33610	186	5	in	in	ADP
bracis-33610	186	6	document	document	NOUN
bracis-33610	186	7	summarization	summarization	NOUN
bracis-33610	186	8	by	by	ADP
bracis-33610	186	9	providing	provide	VERB
bracis-33610	186	10	a	a	DET
bracis-33610	186	11	dataset	dataset	NOUN
bracis-33610	186	12	that	that	PRON
bracis-33610	186	13	assists	assist	VERB
bracis-33610	186	14	the	the	DET
bracis-33610	186	15	development	development	NOUN
bracis-33610	186	16	and	and	CCONJ
bracis-33610	186	17	benchmarking	benchmarking	NOUN
bracis-33610	186	18	of	of	ADP
bracis-33610	186	19	models	model	NOUN
bracis-33610	186	20	focused	focus	VERB
bracis-33610	186	21	on	on	ADP
bracis-33610	186	22	scientific	scientific	ADJ
bracis-33610	186	23	surveys	survey	NOUN
bracis-33610	186	24	.	.	PUNCT
bracis-33610	187	1	our	our	PRON
bracis-33610	187	2	results	result	NOUN
bracis-33610	187	3	highlight	highlight	VERB
bracis-33610	187	4	the	the	DET
bracis-33610	187	5	dependence	dependence	NOUN
bracis-33610	187	6	on	on	ADP
bracis-33610	187	7	the	the	DET
bracis-33610	187	8	quality	quality	NOUN
bracis-33610	187	9	of	of	ADP
bracis-33610	187	10	the	the	DET
bracis-33610	187	11	retriever	retriever	NOUN
bracis-33610	187	12	,	,	PUNCT
bracis-33610	187	13	as	as	SCONJ
bracis-33610	187	14	the	the	DET
bracis-33610	187	15	effectiveness	effectiveness	NOUN
bracis-33610	187	16	of	of	ADP
bracis-33610	187	17	the	the	DET
bracis-33610	187	18	summarization	summarization	NOUN
bracis-33610	187	19	pipelines	pipeline	NOUN
bracis-33610	187	20	was	be	AUX
bracis-33610	187	21	influenced	influence	VERB
bracis-33610	187	22	by	by	ADP
bracis-33610	187	23	the	the	DET
bracis-33610	187	24	accuracy	accuracy	NOUN
bracis-33610	187	25	and	and	CCONJ
bracis-33610	187	26	relevance	relevance	NOUN
bracis-33610	187	27	of	of	ADP
bracis-33610	187	28	the	the	DET
bracis-33610	187	29	documents	document	NOUN
bracis-33610	187	30	retrieved	retrieve	VERB
bracis-33610	187	31	during	during	ADP
bracis-33610	187	32	the	the	DET
bracis-33610	187	33	initial	initial	ADJ
bracis-33610	187	34	stages	stage	NOUN
bracis-33610	187	35	.	.	PUNCT
bracis-33610	188	1	high	high	ADJ
bracis-33610	188	2	-	-	PUNCT
bracis-33610	188	3	quality	quality	NOUN
bracis-33610	188	4	retrieval	retrieval	NOUN
bracis-33610	188	5	may	may	AUX
bracis-33610	188	6	ensure	ensure	VERB
bracis-33610	188	7	that	that	SCONJ
bracis-33610	188	8	the	the	DET
bracis-33610	188	9	most	most	ADV
bracis-33610	188	10	relevant	relevant	ADJ
bracis-33610	188	11	information	information	NOUN
bracis-33610	188	12	was	be	AUX
bracis-33610	188	13	available	available	ADJ
bracis-33610	188	14	for	for	ADP
bracis-33610	188	15	summarization	summarization	NOUN
bracis-33610	188	16	.	.	PUNCT
bracis-33610	189	1	notes	note	NOUN
bracis-33610	189	2	1.https://huggingface.co/datasets/unicamp-dl/surveysum	1.https://huggingface.co/datasets/unicamp-dl/surveysum	NUM
bracis-33610	189	3	.	.	PUNCT
bracis-33610	190	1	2.https://github.com/allenai/s2orc-doc2json	2.https://github.com/allenai/s2orc-doc2json	NUM
bracis-33610	190	2	.	.	PUNCT
bracis-33610	191	1	3.https://info.arxiv.org/help/api/index.html	3.https://info.arxiv.org/help/api/index.html	NUM
bracis-33610	191	2	.	.	PUNCT
bracis-33610	192	1	4.https://www.semanticscholar.org/product/api	4.https://www.semanticscholar.org/product/api	X
bracis-33610	192	2	.	.	PUNCT
bracis-33610	193	1	5.https://scholar.google.com.br	5.https://scholar.google.com.br	NUM
bracis-33610	193	2	.	.	PUNCT
bracis-33610	194	1	6.at	6.at	NUM
bracis-33610	194	2	this	this	DET
bracis-33610	194	3	stage	stage	NOUN
bracis-33610	194	4	,	,	PUNCT
bracis-33610	194	5	there	there	PRON
bracis-33610	194	6	are	be	VERB
bracis-33610	194	7	no	no	DET
bracis-33610	194	8	restrictions	restriction	NOUN
bracis-33610	194	9	on	on	ADP
bracis-33610	194	10	which	which	PRON
bracis-33610	194	11	llm	llm	NOUN
bracis-33610	194	12	to	to	ADP
bracis-33610	194	13	use	use	VERB
bracis-33610	194	14	,	,	PUNCT
bracis-33610	194	15	but	but	CCONJ
bracis-33610	194	16	for	for	ADP
bracis-33610	194	17	the	the	DET
bracis-33610	194	18	purposes	purpose	NOUN
bracis-33610	194	19	of	of	ADP
bracis-33610	194	20	this	this	DET
bracis-33610	194	21	paper	paper	NOUN
bracis-33610	194	22	,	,	PUNCT
bracis-33610	194	23	we	we	PRON
bracis-33610	194	24	experimented	experiment	VERB
bracis-33610	194	25	only	only	ADV
bracis-33610	194	26	with	with	ADP
bracis-33610	194	27	those	those	PRON
bracis-33610	194	28	from	from	ADP
bracis-33610	194	29	openai	openai	NOUN
bracis-33610	194	30	.	.	PUNCT
bracis-33610	195	1	7.https://huggingface.co/castorini/monot5-3b-msmarco	7.https://huggingface.co/castorini/monot5-3b-msmarco	X
bracis-33610	195	2	.	.	NOUN
bracis-33610	195	3	references	reference	NOUN
bracis-33610	195	4	boni	boni	PROPN
bracis-33610	195	5	,	,	PUNCT
bracis-33610	195	6	o.	o.	PROPN
bracis-33610	195	7	,	,	PUNCT
bracis-33610	195	8	feigenblat	feigenblat	INTJ
bracis-33610	195	9	,	,	PUNCT
bracis-33610	195	10	g.	g.	PROPN
bracis-33610	195	11	,	,	PUNCT
bracis-33610	195	12	lev	lev	NOUN
bracis-33610	195	13	,	,	PUNCT
bracis-33610	195	14	g.	g.	PROPN
bracis-33610	195	15	,	,	PUNCT
bracis-33610	195	16	shmueli	shmueli	ADJ
bracis-33610	195	17	-	-	PUNCT
bracis-33610	195	18	scheuer	scheuer	NOUN
bracis-33610	195	19	,	,	PUNCT
bracis-33610	195	20	m.	m.	NOUN
bracis-33610	195	21	,	,	PUNCT
bracis-33610	195	22	sznajder	sznajder	PROPN
bracis-33610	195	23	,	,	PUNCT
bracis-33610	195	24	b.	b.	PROPN
bracis-33610	195	25	,	,	PUNCT
bracis-33610	195	26	konopnicki	konopnicki	PROPN
bracis-33610	195	27	,	,	PUNCT
bracis-33610	195	28	d.	d.	PROPN
bracis-33610	195	29	:	:	PUNCT
bracis-33610	195	30	howsumm	howsumm	PROPN
bracis-33610	195	31	:	:	PUNCT
bracis-33610	195	32	a	a	DET
bracis-33610	195	33	multi	multi	ADJ
bracis-33610	195	34	-	-	ADJ
bracis-33610	195	35	document	document	ADJ
bracis-33610	195	36	summarization	summarization	NOUN
bracis-33610	195	37	dataset	dataset	VERB
bracis-33610	195	38	derived	derive	VERB
bracis-33610	195	39	from	from	ADP
bracis-33610	195	40	wikihow	wikihow	ADJ
bracis-33610	195	41	articles	article	NOUN
bracis-33610	195	42	(	(	PUNCT
bracis-33610	195	43	2021	2021	NUM
bracis-33610	195	44	)	)	PUNCT
bracis-33610	195	45	google	google	NOUN
bracis-33610	195	46	scholar	scholar	NOUN
bracis-33610	195	47	  	  	SPACE
bracis-33610	195	48	brown	brown	NOUN
bracis-33610	195	49	,	,	PUNCT
bracis-33610	195	50	t.b	t.b	PROPN
bracis-33610	195	51	.	.	PROPN
bracis-33610	195	52	,	,	PUNCT
bracis-33610	195	53	et	et	PROPN
bracis-33610	195	54	al	al	PROPN
bracis-33610	195	55	.	.	PUNCT
bracis-33610	195	56	:	:	PUNCT
bracis-33610	196	1	language	language	NOUN
bracis-33610	196	2	models	model	NOUN
bracis-33610	196	3	are	be	AUX
bracis-33610	196	4	few	few	ADJ
bracis-33610	196	5	-	-	PUNCT
bracis-33610	196	6	shot	shot	NOUN
bracis-33610	196	7	learners	learner	NOUN
bracis-33610	196	8	(	(	PUNCT
bracis-33610	196	9	2020	2020	NUM
bracis-33610	196	10	)	)	PUNCT
bracis-33610	196	11	google	google	PROPN
bracis-33610	196	12	scholar	scholar	NOUN
bracis-33610	196	13	  	  	SPACE
bracis-33610	196	14	cohan	cohan	PROPN
bracis-33610	196	15	,	,	PUNCT
bracis-33610	196	16	a.	a.	PROPN
bracis-33610	196	17	,	,	PUNCT
bracis-33610	196	18	feldman	feldman	PROPN
bracis-33610	196	19	,	,	PUNCT
bracis-33610	196	20	s.	s.	PROPN
bracis-33610	196	21	,	,	PUNCT
bracis-33610	196	22	 	 	SPACE
bracis-33610	196	23	beltagy	beltagy	ADJ
bracis-33610	196	24	,	,	PUNCT
bracis-33610	196	25	i.	i.	NOUN
bracis-33610	196	26	,	,	PUNCT
bracis-33610	196	27	downey	downey	PROPN
bracis-33610	196	28	,	,	PUNCT
bracis-33610	196	29	d.	d.	PROPN
bracis-33610	196	30	,	,	PUNCT
bracis-33610	196	31	weld	weld	PROPN
bracis-33610	196	32	,	,	PUNCT
bracis-33610	196	33	d.s	d.s	PROPN
bracis-33610	196	34	.	.	PROPN
bracis-33610	196	35	:	:	PUNCT
bracis-33610	196	36	specter	specter	NOUN
bracis-33610	196	37	:	:	PUNCT
bracis-33610	196	38	document	document	NOUN
bracis-33610	196	39	-	-	PUNCT
bracis-33610	196	40	level	level	NOUN
bracis-33610	196	41	representation	representation	NOUN
bracis-33610	196	42	learning	learning	NOUN
bracis-33610	196	43	using	use	VERB
bracis-33610	196	44	citation	citation	NOUN
bracis-33610	196	45	-	-	PUNCT
bracis-33610	196	46	informed	inform	VERB
bracis-33610	196	47	transformers	transformer	NOUN
bracis-33610	196	48	.	.	PUNCT
bracis-33610	197	1	in	in	ADP
bracis-33610	197	2	:	:	PUNCT
bracis-33610	197	3	acl	acl	PROPN
bracis-33610	197	4	(	(	PUNCT
bracis-33610	197	5	2020	2020	NUM
bracis-33610	197	6	)	)	PUNCT
bracis-33610	197	7	google	google	PROPN
bracis-33610	197	8	scholar	scholar	NOUN
bracis-33610	197	9	  	  	SPACE
bracis-33610	197	10	fabbri	fabbri	NOUN
bracis-33610	197	11	,	,	PUNCT
bracis-33610	197	12	a.r	a.r	PROPN
bracis-33610	197	13	.	.	PROPN
bracis-33610	197	14	,	,	PUNCT
bracis-33610	197	15	li	li	PROPN
bracis-33610	197	16	,	,	PUNCT
bracis-33610	197	17	i.	i.	PROPN
bracis-33610	197	18	,	,	PUNCT
bracis-33610	197	19	she	she	PRON
bracis-33610	197	20	,	,	PUNCT
bracis-33610	197	21	t.	t.	PROPN
bracis-33610	197	22	,	,	PUNCT
bracis-33610	197	23	li	li	PROPN
bracis-33610	197	24	,	,	PUNCT
bracis-33610	197	25	s.	s.	PROPN
bracis-33610	197	26	,	,	PUNCT
bracis-33610	197	27	radevm	radevm	PROPN
bracis-33610	197	28	,	,	PUNCT
bracis-33610	197	29	d.r	d.r	PROPN
bracis-33610	197	30	.	.	PUNCT
bracis-33610	197	31	:	:	PUNCT
bracis-33610	197	32	multi	multi	ADJ
bracis-33610	197	33	-	-	NOUN
bracis-33610	197	34	news	news	ADJ
bracis-33610	197	35	:	:	PUNCT
bracis-33610	197	36	a	a	DET
bracis-33610	197	37	large	large	ADJ
bracis-33610	197	38	-	-	PUNCT
bracis-33610	197	39	scale	scale	NOUN
bracis-33610	197	40	multi	multi	ADJ
bracis-33610	197	41	-	-	ADJ
bracis-33610	197	42	document	document	ADJ
bracis-33610	197	43	summarization	summarization	NOUN
bracis-33610	197	44	dataset	dataset	VERB
bracis-33610	197	45	and	and	CCONJ
bracis-33610	197	46	abstractive	abstractive	ADJ
bracis-33610	197	47	hierarchical	hierarchical	ADJ
bracis-33610	197	48	model	model	NOUN
bracis-33610	197	49	(	(	PUNCT
bracis-33610	197	50	2019	2019	NUM
bracis-33610	197	51	)	)	PUNCT
bracis-33610	197	52	google	google	NOUN
bracis-33610	197	53	scholar	scholar	NOUN
bracis-33610	197	54	  	  	SPACE
bracis-33610	197	55	ghalandari	ghalandari	NOUN
bracis-33610	197	56	,	,	PUNCT
bracis-33610	197	57	d.g	d.g	PROPN
bracis-33610	197	58	.	.	PROPN
bracis-33610	197	59	,	,	PUNCT
bracis-33610	197	60	hokamp	hokamp	PROPN
bracis-33610	197	61	,	,	PUNCT
bracis-33610	197	62	c.	c.	PROPN
bracis-33610	197	63	,	,	PUNCT
bracis-33610	197	64	pham	pham	PROPN
bracis-33610	197	65	,	,	PUNCT
bracis-33610	197	66	n.t	n.t	PROPN
bracis-33610	197	67	.	.	PROPN
bracis-33610	197	68	,	,	PUNCT
bracis-33610	197	69	glover	glover	PROPN
bracis-33610	197	70	,	,	PUNCT
bracis-33610	197	71	j.	j.	PROPN
bracis-33610	197	72	,	,	PUNCT
bracis-33610	197	73	ifrim	ifrim	ADJ
bracis-33610	197	74	,	,	PUNCT
bracis-33610	197	75	g.	g.	PROPN
bracis-33610	197	76	:	:	PUNCT
bracis-33610	197	77	a	a	DET
bracis-33610	197	78	large	large	ADJ
bracis-33610	197	79	-	-	PUNCT
bracis-33610	197	80	scale	scale	NOUN
bracis-33610	197	81	multi	multi	ADJ
bracis-33610	197	82	-	-	ADJ
bracis-33610	197	83	document	document	ADJ
bracis-33610	197	84	summarization	summarization	NOUN
bracis-33610	197	85	dataset	dataset	VERB
bracis-33610	197	86	from	from	ADP
bracis-33610	197	87	the	the	DET
bracis-33610	197	88	wikipedia	wikipedia	PROPN
bracis-33610	197	89	current	current	ADJ
bracis-33610	197	90	events	event	NOUN
bracis-33610	197	91	portal	portal	ADJ
bracis-33610	197	92	(	(	PUNCT
bracis-33610	197	93	2020	2020	NUM
bracis-33610	197	94	)	)	PUNCT
bracis-33610	197	95	google	google	PROPN
bracis-33610	197	96	scholar	scholar	NOUN
bracis-33610	197	97	  	  	SPACE
bracis-33610	197	98	gupta	gupta	PROPN
bracis-33610	197	99	,	,	PUNCT
bracis-33610	197	100	v.	v.	PROPN
bracis-33610	197	101	,	,	PUNCT
bracis-33610	197	102	bharti	bharti	PROPN
bracis-33610	197	103	,	,	PUNCT
bracis-33610	197	104	p.	p.	PROPN
bracis-33610	197	105	,	,	PUNCT
bracis-33610	197	106	nokhiz	nokhiz	PROPN
bracis-33610	197	107	,	,	PUNCT
bracis-33610	197	108	p.	p.	PROPN
bracis-33610	197	109	,	,	PUNCT
bracis-33610	197	110	karnick	karnick	PROPN
bracis-33610	197	111	,	,	PUNCT
bracis-33610	197	112	h.	h.	PROPN
bracis-33610	197	113	:	:	PUNCT
bracis-33610	197	114	sumpubmed	sumpubme	VERB
bracis-33610	197	115	:	:	PUNCT
bracis-33610	197	116	summarization	summarization	NOUN
bracis-33610	197	117	dataset	dataset	NOUN
bracis-33610	197	118	of	of	ADP
bracis-33610	197	119	pubmed	pubmed	PROPN
bracis-33610	197	120	scientific	scientific	ADJ
bracis-33610	197	121	articles	article	NOUN
bracis-33610	197	122	.	.	PUNCT
bracis-33610	198	1	in	in	ADP
bracis-33610	198	2	:	:	PUNCT
bracis-33610	198	3	kabbara	kabbara	PROPN
bracis-33610	198	4	,	,	PUNCT
bracis-33610	198	5	j.	j.	PROPN
bracis-33610	198	6	,	,	PUNCT
bracis-33610	198	7	lin	lin	PROPN
bracis-33610	198	8	,	,	PUNCT
bracis-33610	198	9	h.	h.	PROPN
bracis-33610	198	10	,	,	PUNCT
bracis-33610	198	11	paullada	paullada	PROPN
bracis-33610	198	12	,	,	PUNCT
bracis-33610	198	13	a.	a.	PROPN
bracis-33610	198	14	,	,	PUNCT
bracis-33610	198	15	vamvas	vamvas	PROPN
bracis-33610	198	16	,	,	PUNCT
bracis-33610	198	17	j.	j.	PROPN
bracis-33610	198	18	(	(	PUNCT
bracis-33610	198	19	eds	eds	PROPN
bracis-33610	198	20	.	.	PUNCT
bracis-33610	198	21	)	)	PUNCT
bracis-33610	198	22	proceedings	proceeding	NOUN
bracis-33610	198	23	of	of	ADP
bracis-33610	198	24	the	the	DET
bracis-33610	198	25	59th	59th	ADJ
bracis-33610	198	26	annual	annual	ADJ
bracis-33610	198	27	meeting	meeting	NOUN
bracis-33610	198	28	of	of	ADP
bracis-33610	198	29	the	the	DET
bracis-33610	198	30	association	association	NOUN
bracis-33610	198	31	for	for	ADP
bracis-33610	198	32	computational	computational	ADJ
bracis-33610	198	33	linguistics	linguistic	NOUN
bracis-33610	198	34	and	and	CCONJ
bracis-33610	198	35	the	the	DET
bracis-33610	198	36	11th	11th	ADJ
bracis-33610	198	37	international	international	ADJ
bracis-33610	198	38	joint	joint	ADJ
bracis-33610	198	39	conference	conference	NOUN
bracis-33610	198	40	on	on	ADP
bracis-33610	198	41	natural	natural	ADJ
bracis-33610	198	42	language	language	NOUN
bracis-33610	198	43	processing	processing	NOUN
bracis-33610	198	44	:	:	PUNCT
bracis-33610	198	45	student	student	NOUN
bracis-33610	198	46	research	research	NOUN
bracis-33610	198	47	workshop	workshop	NOUN
bracis-33610	198	48	,	,	PUNCT
bracis-33610	198	49	online	online	ADJ
bracis-33610	198	50	,	,	PUNCT
bracis-33610	198	51	august	august	PROPN
bracis-33610	198	52	2021	2021	NUM
bracis-33610	198	53	,	,	PUNCT
bracis-33610	198	54	pp	pp	ADV
bracis-33610	198	55	.	.	PUNCT
bracis-33610	199	1	292–303	292–303	NUM
bracis-33610	199	2	.	.	PUNCT
bracis-33610	200	1	association	association	NOUN
bracis-33610	200	2	for	for	ADP
bracis-33610	200	3	computational	computational	ADJ
bracis-33610	200	4	linguistics	linguistic	NOUN
bracis-33610	200	5	(	(	PUNCT
bracis-33610	200	6	2021	2021	NUM
bracis-33610	200	7	)	)	PUNCT
bracis-33610	200	8	google	google	PROPN
bracis-33610	200	9	scholar	scholar	NOUN
bracis-33610	200	10	  	  	SPACE
bracis-33610	200	11	johnson	johnson	PROPN
bracis-33610	200	12	,	,	PUNCT
bracis-33610	200	13	j.	j.	PROPN
bracis-33610	200	14	,	,	PUNCT
bracis-33610	200	15	douze	douze	PROPN
bracis-33610	200	16	,	,	PUNCT
bracis-33610	200	17	m.	m.	NOUN
bracis-33610	200	18	,	,	PUNCT
bracis-33610	200	19	jégou	jégou	PROPN
bracis-33610	200	20	,	,	PUNCT
bracis-33610	200	21	h.	h.	NOUN
bracis-33610	200	22	:	:	PUNCT
bracis-33610	200	23	billion	billion	NUM
bracis-33610	200	24	-	-	PUNCT
bracis-33610	200	25	scale	scale	NOUN
bracis-33610	200	26	similarity	similarity	NOUN
bracis-33610	200	27	search	search	NOUN
bracis-33610	200	28	with	with	ADP
bracis-33610	200	29	gpus	gpus	PROPN
bracis-33610	200	30	.	.	PUNCT
bracis-33610	201	1	ieee	ieee	PROPN
bracis-33610	201	2	trans	trans	PROPN
bracis-33610	201	3	.	.	PUNCT
bracis-33610	202	1	big	big	ADJ
bracis-33610	202	2	data	datum	NOUN
bracis-33610	202	3	7(3	7(3	NUM
bracis-33610	202	4	)	)	PUNCT
bracis-33610	202	5	,	,	PUNCT
bracis-33610	202	6	535–547	535–547	NUM
bracis-33610	202	7	(	(	PUNCT
bracis-33610	202	8	2019	2019	NUM
bracis-33610	202	9	)	)	PUNCT
bracis-33610	202	10	article	article	NOUN
bracis-33610	202	11	  	  	SPACE
bracis-33610	202	12	google	google	PROPN
bracis-33610	202	13	scholar	scholar	NOUN
bracis-33610	202	14	  	  	SPACE
bracis-33610	202	15	koh	koh	PROPN
bracis-33610	202	16	,	,	PUNCT
bracis-33610	202	17	h.y	h.y	PROPN
bracis-33610	202	18	.	.	PROPN
bracis-33610	202	19	,	,	PUNCT
bracis-33610	202	20	ju	ju	PROPN
bracis-33610	202	21	,	,	PUNCT
bracis-33610	202	22	j.	j.	PROPN
bracis-33610	202	23	,	,	PUNCT
bracis-33610	202	24	liu	liu	PROPN
bracis-33610	202	25	,	,	PUNCT
bracis-33610	202	26	m.	m.	NOUN
bracis-33610	202	27	,	,	PUNCT
bracis-33610	202	28	pan	pan	PROPN
bracis-33610	202	29	,	,	PUNCT
bracis-33610	202	30	s.	s.	PROPN
bracis-33610	202	31	:	:	PUNCT
bracis-33610	202	32	an	an	DET
bracis-33610	202	33	empirical	empirical	ADJ
bracis-33610	202	34	survey	survey	NOUN
bracis-33610	202	35	on	on	ADP
bracis-33610	202	36	long	long	ADJ
bracis-33610	202	37	document	document	NOUN
bracis-33610	202	38	summarization	summarization	NOUN
bracis-33610	202	39	:	:	PUNCT
bracis-33610	202	40	datasets	dataset	NOUN
bracis-33610	202	41	,	,	PUNCT
bracis-33610	202	42	models	model	NOUN
bracis-33610	202	43	,	,	PUNCT
bracis-33610	202	44	and	and	CCONJ
bracis-33610	202	45	metrics	metric	NOUN
bracis-33610	202	46	.	.	PUNCT
bracis-33610	203	1	acm	acm	PROPN
bracis-33610	203	2	comput	comput	NOUN
bracis-33610	203	3	.	.	PUNCT
bracis-33610	204	1	surv	surv	NOUN
bracis-33610	204	2	.	.	PUNCT
bracis-33610	205	1	55(8	55(8	NUM
bracis-33610	205	2	)	)	PUNCT
bracis-33610	205	3	,	,	PUNCT
bracis-33610	205	4	1–35	1–35	NUM
bracis-33610	205	5	(	(	PUNCT
bracis-33610	205	6	2022	2022	NUM
bracis-33610	205	7	)	)	PUNCT
bracis-33610	205	8	article	article	NOUN
bracis-33610	205	9	  	  	SPACE
bracis-33610	205	10	math	math	NOUN
bracis-33610	205	11	  	  	SPACE
bracis-33610	205	12	google	google	PROPN
bracis-33610	205	13	scholar	scholar	NOUN
bracis-33610	205	14	  	  	SPACE
bracis-33610	205	15	liu	liu	PROPN
bracis-33610	205	16	,	,	PUNCT
bracis-33610	205	17	s.	s.	PROPN
bracis-33610	205	18	,	,	PUNCT
bracis-33610	205	19	cao	cao	PROPN
bracis-33610	205	20	,	,	PUNCT
bracis-33610	205	21	j.	j.	PROPN
bracis-33610	205	22	,	,	PUNCT
bracis-33610	205	23	yang	yang	PROPN
bracis-33610	205	24	,	,	PUNCT
bracis-33610	205	25	r.	r.	PROPN
bracis-33610	205	26	,	,	PUNCT
bracis-33610	205	27	wen	wen	PROPN
bracis-33610	205	28	,	,	PUNCT
bracis-33610	205	29	z.	z.	PROPN
bracis-33610	205	30	:	:	PUNCT
bracis-33610	205	31	generating	generate	VERB
bracis-33610	205	32	a	a	DET
bracis-33610	205	33	structured	structured	ADJ
bracis-33610	205	34	summary	summary	NOUN
bracis-33610	205	35	of	of	ADP
bracis-33610	205	36	numerous	numerous	ADJ
bracis-33610	205	37	academic	academic	ADJ
bracis-33610	205	38	papers	paper	NOUN
bracis-33610	205	39	:	:	PUNCT
bracis-33610	205	40	dataset	dataset	NOUN
bracis-33610	205	41	and	and	CCONJ
bracis-33610	205	42	method	method	NOUN
bracis-33610	205	43	.	.	PUNCT
bracis-33610	206	1	in	in	ADP
bracis-33610	206	2	:	:	PUNCT
bracis-33610	206	3	proceedings	proceeding	NOUN
bracis-33610	206	4	of	of	ADP
bracis-33610	206	5	the	the	DET
bracis-33610	206	6	thirty	thirty	NUM
bracis-33610	206	7	-	-	PUNCT
bracis-33610	206	8	first	first	ADJ
bracis-33610	206	9	international	international	ADJ
bracis-33610	206	10	joint	joint	ADJ
bracis-33610	206	11	conference	conference	NOUN
bracis-33610	206	12	on	on	ADP
bracis-33610	206	13	artificial	artificial	ADJ
bracis-33610	206	14	intelligence	intelligence	NOUN
bracis-33610	206	15	,	,	PUNCT
bracis-33610	206	16	ijcai-2022	ijcai-2022	NOUN
bracis-33610	206	17	.	.	PUNCT
bracis-33610	207	1	international	international	ADJ
bracis-33610	207	2	joint	joint	ADJ
bracis-33610	207	3	conferences	conference	NOUN
bracis-33610	207	4	on	on	ADP
bracis-33610	207	5	artificial	artificial	ADJ
bracis-33610	207	6	intelligence	intelligence	NOUN
bracis-33610	207	7	organization	organization	NOUN
bracis-33610	207	8	,	,	PUNCT
bracis-33610	207	9	july	july	PROPN
bracis-33610	207	10	2022	2022	NUM
bracis-33610	207	11	google	google	PROPN
bracis-33610	207	12	scholar	scholar	NOUN
bracis-33610	207	13	  	  	SPACE
bracis-33610	207	14	liu	liu	PROPN
bracis-33610	207	15	,	,	PUNCT
bracis-33610	207	16	s.	s.	PROPN
bracis-33610	207	17	,	,	PUNCT
bracis-33610	207	18	cao	cao	PROPN
bracis-33610	207	19	,	,	PUNCT
bracis-33610	207	20	j.	j.	PROPN
bracis-33610	207	21	,	,	PUNCT
bracis-33610	207	22	yang	yang	PROPN
bracis-33610	207	23	,	,	PUNCT
bracis-33610	207	24	r.	r.	PROPN
bracis-33610	207	25	,	,	PUNCT
bracis-33610	207	26	wen	wen	PROPN
bracis-33610	207	27	,	,	PUNCT
bracis-33610	207	28	z.	z.	PROPN
bracis-33610	207	29	:	:	PUNCT
bracis-33610	207	30	long	long	ADJ
bracis-33610	207	31	text	text	NOUN
bracis-33610	207	32	and	and	CCONJ
bracis-33610	207	33	multi	multi	ADJ
bracis-33610	207	34	-	-	ADJ
bracis-33610	207	35	table	table	ADJ
bracis-33610	207	36	summarization	summarization	NOUN
bracis-33610	207	37	:	:	PUNCT
bracis-33610	207	38	dataset	dataset	NOUN
bracis-33610	207	39	and	and	CCONJ
bracis-33610	207	40	method	method	NOUN
bracis-33610	207	41	(	(	PUNCT
bracis-33610	207	42	2023	2023	NUM
bracis-33610	207	43	)	)	PUNCT
bracis-33610	207	44	google	google	NOUN
bracis-33610	207	45	scholar	scholar	NOUN
bracis-33610	207	46	  	  	SPACE
bracis-33610	207	47	liu	liu	PROPN
bracis-33610	207	48	,	,	PUNCT
bracis-33610	207	49	y.	y.	PROPN
bracis-33610	207	50	,	,	PUNCT
bracis-33610	207	51	iter	iter	PROPN
bracis-33610	207	52	,	,	PUNCT
bracis-33610	207	53	d.	d.	PROPN
bracis-33610	207	54	,	,	PUNCT
bracis-33610	207	55	xu	xu	PROPN
bracis-33610	207	56	,	,	PUNCT
bracis-33610	207	57	y.	y.	PROPN
bracis-33610	207	58	,	,	PUNCT
bracis-33610	207	59	wang	wang	PROPN
bracis-33610	207	60	,	,	PUNCT
bracis-33610	207	61	s.	s.	PROPN
bracis-33610	207	62	,	,	PUNCT
bracis-33610	207	63	xu	xu	PROPN
bracis-33610	207	64	,	,	PUNCT
bracis-33610	207	65	r.	r.	PROPN
bracis-33610	207	66	,	,	PUNCT
bracis-33610	207	67	zhu	zhu	PROPN
bracis-33610	207	68	,	,	PUNCT
bracis-33610	207	69	c.	c.	PROPN
bracis-33610	207	70	:	:	PUNCT
bracis-33610	207	71	g	g	NOUN
bracis-33610	207	72	-	-	PUNCT
bracis-33610	207	73	eval	eval	NOUN
bracis-33610	207	74	:	:	PUNCT
bracis-33610	207	75	nlg	nlg	NOUN
bracis-33610	207	76	evaluation	evaluation	NOUN
bracis-33610	207	77	using	use	VERB
bracis-33610	207	78	gpt-4	gpt-4	NOUN
bracis-33610	207	79	with	with	ADP
bracis-33610	207	80	better	well	ADJ
bracis-33610	207	81	human	human	ADJ
bracis-33610	207	82	alignment	alignment	NOUN
bracis-33610	207	83	.	.	PUNCT
bracis-33610	208	1	in	in	ADP
bracis-33610	208	2	:	:	PUNCT
bracis-33610	208	3	conference	conference	NOUN
bracis-33610	208	4	on	on	ADP
bracis-33610	208	5	empirical	empirical	ADJ
bracis-33610	208	6	methods	method	NOUN
bracis-33610	208	7	in	in	ADP
bracis-33610	208	8	natural	natural	ADJ
bracis-33610	208	9	language	language	NOUN
bracis-33610	208	10	processing	processing	NOUN
bracis-33610	208	11	(	(	PUNCT
bracis-33610	208	12	2023	2023	NUM
bracis-33610	208	13	)	)	PUNCT
bracis-33610	208	14	google	google	NOUN
bracis-33610	208	15	scholar	scholar	NOUN
bracis-33610	208	16	  	  	SPACE
bracis-33610	208	17	yao	yao	PROPN
bracis-33610	208	18	,	,	PUNCT
bracis-33610	208	19	l.	l.	PROPN
bracis-33610	208	20	,	,	PUNCT
bracis-33610	208	21	dong	dong	PROPN
bracis-33610	208	22	,	,	PUNCT
bracis-33610	208	23	y.	y.	PROPN
bracis-33610	208	24	,	,	PUNCT
bracis-33610	208	25	charlin	charlin	PROPN
bracis-33610	208	26	,	,	PUNCT
bracis-33610	208	27	l.	l.	PROPN
bracis-33610	208	28	:	:	PUNCT
bracis-33610	208	29	multi	multi	ADJ
bracis-33610	208	30	-	-	NOUN
bracis-33610	208	31	xscience	xscience	ADJ
bracis-33610	208	32	:	:	PUNCT
bracis-33610	208	33	a	a	DET
bracis-33610	208	34	large	large	ADJ
bracis-33610	208	35	-	-	PUNCT
bracis-33610	208	36	scale	scale	NOUN
bracis-33610	208	37	dataset	dataset	NOUN
bracis-33610	208	38	for	for	ADP
bracis-33610	208	39	extreme	extreme	ADJ
bracis-33610	208	40	multi	multi	ADJ
bracis-33610	208	41	-	-	ADJ
bracis-33610	208	42	document	document	ADJ
bracis-33610	208	43	summarization	summarization	NOUN
bracis-33610	208	44	of	of	ADP
bracis-33610	208	45	scientific	scientific	ADJ
bracis-33610	208	46	articles	article	NOUN
bracis-33610	208	47	(	(	PUNCT
bracis-33610	208	48	2020	2020	NUM
bracis-33610	208	49	)	)	PUNCT
bracis-33610	208	50	google	google	PROPN
bracis-33610	208	51	scholar	scholar	NOUN
bracis-33610	208	52	  	  	SPACE
bracis-33610	208	53	nenkova	nenkova	PROPN
bracis-33610	208	54	,	,	PUNCT
bracis-33610	208	55	a.	a.	PROPN
bracis-33610	208	56	,	,	PUNCT
bracis-33610	208	57	mckeown	mckeown	PROPN
bracis-33610	208	58	,	,	PUNCT
bracis-33610	208	59	k.	k.	PROPN
bracis-33610	208	60	:	:	PUNCT
bracis-33610	208	61	automatic	automatic	ADJ
bracis-33610	208	62	summarization	summarization	NOUN
bracis-33610	208	63	.	.	PUNCT
bracis-33610	209	1	found	find	VERB
bracis-33610	209	2	.	.	PUNCT
bracis-33610	210	1	trendső	trendső	PROPN
bracis-33610	210	2	inf	inf	PROPN
bracis-33610	210	3	.	.	PUNCT
bracis-33610	210	4	retr	retr	PROPN
bracis-33610	210	5	.	.	PUNCT
bracis-33610	211	1	5(2–3	5(2–3	NUM
bracis-33610	211	2	)	)	PUNCT
bracis-33610	211	3	,	,	PUNCT
bracis-33610	211	4	103–233	103–233	NUM
bracis-33610	211	5	(	(	PUNCT
bracis-33610	211	6	2011	2011	NUM
bracis-33610	211	7	)	)	PUNCT
bracis-33610	211	8	article	article	NOUN
bracis-33610	211	9	  	  	SPACE
bracis-33610	211	10	math	math	NOUN
bracis-33610	211	11	  	  	SPACE
bracis-33610	211	12	google	google	PROPN
bracis-33610	211	13	scholar	scholar	NOUN
bracis-33610	211	14	  	  	SPACE
bracis-33610	211	15	nogueira	nogueira	PROPN
bracis-33610	211	16	,	,	PUNCT
bracis-33610	211	17	r.	r.	PROPN
bracis-33610	211	18	,	,	PUNCT
bracis-33610	211	19	jiang	jiang	PROPN
bracis-33610	211	20	,	,	PUNCT
bracis-33610	211	21	z.	z.	PROPN
bracis-33610	211	22	,	,	PUNCT
bracis-33610	211	23	pradeep	pradeep	PROPN
bracis-33610	211	24	,	,	PUNCT
bracis-33610	211	25	r.	r.	PROPN
bracis-33610	211	26	,	,	PUNCT
bracis-33610	211	27	lin	lin	PROPN
bracis-33610	211	28	,	,	PUNCT
bracis-33610	211	29	j.	j.	PROPN
bracis-33610	211	30	:	:	PUNCT
bracis-33610	211	31	document	document	NOUN
bracis-33610	211	32	ranking	rank	VERB
bracis-33610	211	33	with	with	ADP
bracis-33610	211	34	a	a	DET
bracis-33610	211	35	pretrained	pretraine	VERB
bracis-33610	211	36	sequence	sequence	NOUN
bracis-33610	211	37	-	-	PUNCT
bracis-33610	211	38	to	to	ADP
bracis-33610	211	39	-	-	PUNCT
bracis-33610	211	40	sequence	sequence	NOUN
bracis-33610	211	41	model	model	NOUN
bracis-33610	211	42	.	.	PUNCT
bracis-33610	212	1	in	in	ADP
bracis-33610	212	2	:	:	PUNCT
bracis-33610	212	3	cohn	cohn	PROPN
bracis-33610	212	4	,	,	PUNCT
bracis-33610	212	5	t.	t.	PROPN
bracis-33610	212	6	,	,	PUNCT
bracis-33610	212	7	he	he	PRON
bracis-33610	212	8	,	,	PUNCT
bracis-33610	212	9	y.	y.	PROPN
bracis-33610	212	10	,	,	PUNCT
bracis-33610	212	11	liu	liu	PROPN
bracis-33610	212	12	,	,	PUNCT
bracis-33610	212	13	y.	y.	PROPN
bracis-33610	212	14	(	(	PUNCT
bracis-33610	212	15	eds	eds	PROPN
bracis-33610	212	16	.	.	PUNCT
bracis-33610	212	17	)	)	PUNCT
bracis-33610	213	1	findings	finding	NOUN
bracis-33610	213	2	of	of	ADP
bracis-33610	213	3	the	the	DET
bracis-33610	213	4	association	association	NOUN
bracis-33610	213	5	for	for	ADP
bracis-33610	213	6	computational	computational	ADJ
bracis-33610	213	7	linguistics	linguistic	NOUN
bracis-33610	213	8	:	:	PUNCT
bracis-33610	213	9	emnlp	emnlp	PROPN
bracis-33610	213	10	2020	2020	NUM
bracis-33610	213	11	,	,	PUNCT
bracis-33610	213	12	pp	pp	ADV
bracis-33610	213	13	.	.	PUNCT
bracis-33610	214	1	708–718	708–718	NUM
bracis-33610	214	2	.	.	PUNCT
bracis-33610	214	3	association	association	NOUN
bracis-33610	214	4	for	for	ADP
bracis-33610	214	5	computational	computational	ADJ
bracis-33610	214	6	linguistics	linguistic	NOUN
bracis-33610	214	7	,	,	PUNCT
bracis-33610	214	8	online	online	INTJ
bracis-33610	214	9	,	,	PUNCT
bracis-33610	214	10	november	november	PROPN
bracis-33610	214	11	2020	2020	NUM
bracis-33610	214	12	google	google	PROPN
bracis-33610	214	13	scholar	scholar	NOUN
bracis-33610	214	14	  	  	SPACE
bracis-33610	214	15	nogueira	nogueira	PROPN
bracis-33610	214	16	,	,	PUNCT
bracis-33610	214	17	r.	r.	PROPN
bracis-33610	214	18	,	,	PUNCT
bracis-33610	214	19	yang	yang	PROPN
bracis-33610	214	20	,	,	PUNCT
bracis-33610	214	21	w.	w.	PROPN
bracis-33610	214	22	,	,	PUNCT
bracis-33610	214	23	lin	lin	PROPN
bracis-33610	214	24	,	,	PUNCT
bracis-33610	214	25	j.	j.	PROPN
bracis-33610	214	26	,	,	PUNCT
bracis-33610	214	27	cho	cho	PROPN
bracis-33610	214	28	,	,	PUNCT
bracis-33610	214	29	k.	k.	PROPN
bracis-33610	214	30	:	:	PUNCT
bracis-33610	214	31	document	document	NOUN
bracis-33610	214	32	expansion	expansion	NOUN
bracis-33610	214	33	by	by	ADP
bracis-33610	214	34	query	query	NOUN
bracis-33610	214	35	prediction	prediction	NOUN
bracis-33610	214	36	(	(	PUNCT
bracis-33610	214	37	2019	2019	NUM
bracis-33610	214	38	)	)	PUNCT
bracis-33610	214	39	google	google	PROPN
bracis-33610	214	40	scholar	scholar	NOUN
bracis-33610	214	41	  	  	SPACE
bracis-33610	214	42	pereira	pereira	PROPN
bracis-33610	214	43	,	,	PUNCT
bracis-33610	214	44	j.	j.	PROPN
bracis-33610	214	45	,	,	PUNCT
bracis-33610	214	46	lotufo	lotufo	PROPN
bracis-33610	214	47	,	,	PUNCT
bracis-33610	214	48	r.	r.	PROPN
bracis-33610	214	49	:	:	PUNCT
bracis-33610	214	50	check	check	NOUN
bracis-33610	214	51	-	-	PUNCT
bracis-33610	214	52	eval	eval	NOUN
bracis-33610	214	53	:	:	PUNCT
bracis-33610	214	54	a	a	DET
bracis-33610	214	55	checklist	checklist	NOUN
bracis-33610	214	56	-	-	PUNCT
bracis-33610	214	57	based	base	VERB
bracis-33610	214	58	approach	approach	NOUN
bracis-33610	214	59	for	for	ADP
bracis-33610	214	60	evaluating	evaluate	VERB
bracis-33610	214	61	text	text	NOUN
bracis-33610	214	62	quality	quality	NOUN
bracis-33610	214	63	(	(	PUNCT
bracis-33610	214	64	2024	2024	NUM
bracis-33610	214	65	)	)	PUNCT
bracis-33610	214	66	google	google	PROPN
bracis-33610	214	67	scholar	scholar	NOUN
bracis-33610	214	68	  	  	SPACE
bracis-33610	214	69	robertson	robertson	PROPN
bracis-33610	214	70	,	,	PUNCT
bracis-33610	214	71	s.e	s.e	PROPN
bracis-33610	214	72	.	.	PROPN
bracis-33610	214	73	,	,	PUNCT
bracis-33610	214	74	walker	walker	PROPN
bracis-33610	214	75	,	,	PUNCT
bracis-33610	214	76	s.	s.	PROPN
bracis-33610	214	77	,	,	PUNCT
bracis-33610	214	78	jones	jones	PROPN
bracis-33610	214	79	,	,	PUNCT
bracis-33610	214	80	s.	s.	PROPN
bracis-33610	214	81	,	,	PUNCT
bracis-33610	214	82	hancock	hancock	PROPN
bracis-33610	214	83	-	-	PUNCT
bracis-33610	214	84	beaulieu	beaulieu	NOUN
bracis-33610	214	85	,	,	PUNCT
bracis-33610	214	86	m.	m.	NOUN
bracis-33610	214	87	,	,	PUNCT
bracis-33610	214	88	gatford	gatford	NOUN
bracis-33610	214	89	,	,	PUNCT
bracis-33610	214	90	m.	m.	NOUN
bracis-33610	214	91	:	:	PUNCT
bracis-33610	214	92	okapi	okapi	NOUN
bracis-33610	214	93	at	at	ADP
bracis-33610	214	94	trec-3	trec-3	NUM
bracis-33610	214	95	.	.	PUNCT
bracis-33610	215	1	in	in	ADP
bracis-33610	215	2	:	:	PUNCT
bracis-33610	215	3	harman	harman	PROPN
bracis-33610	215	4	,	,	PUNCT
bracis-33610	215	5	d.k	d.k	PROPN
bracis-33610	215	6	.	.	PUNCT
bracis-33610	216	1	(	(	PUNCT
bracis-33610	216	2	ed	ed	NOUN
bracis-33610	216	3	.	.	PUNCT
bracis-33610	216	4	)	)	PUNCT
bracis-33610	216	5	proceedings	proceeding	NOUN
bracis-33610	216	6	of	of	ADP
bracis-33610	216	7	the	the	DET
bracis-33610	216	8	third	third	ADJ
bracis-33610	216	9	text	text	NOUN
bracis-33610	216	10	retrieval	retrieval	NOUN
bracis-33610	216	11	conference	conference	NOUN
bracis-33610	216	12	,	,	PUNCT
bracis-33610	216	13	trec	trec	PROPN
bracis-33610	216	14	1994	1994	NUM
bracis-33610	216	15	,	,	PUNCT
bracis-33610	216	16	gaithersburg	gaithersburg	PROPN
bracis-33610	216	17	,	,	PUNCT
bracis-33610	216	18	maryland	maryland	PROPN
bracis-33610	216	19	,	,	PUNCT
bracis-33610	216	20	usa	usa	PROPN
bracis-33610	216	21	,	,	PUNCT
bracis-33610	216	22	2–4	2–4	PROPN
bracis-33610	216	23	november	november	PROPN
bracis-33610	216	24	1994	1994	NUM
bracis-33610	216	25	,	,	PUNCT
bracis-33610	216	26	volume	volume	NOUN
bracis-33610	216	27	500	500	NUM
bracis-33610	216	28	-	-	SYM
bracis-33610	216	29	225	225	NUM
bracis-33610	216	30	of	of	ADP
bracis-33610	216	31	nist	nist	NOUN
bracis-33610	216	32	special	special	ADJ
bracis-33610	216	33	publication	publication	NOUN
bracis-33610	216	34	,	,	PUNCT
bracis-33610	216	35	pp	pp	ADJ
bracis-33610	216	36	.	.	PUNCT
bracis-33610	217	1	109–126	109–126	NUM
bracis-33610	217	2	.	.	PUNCT
bracis-33610	217	3	national	national	PROPN
bracis-33610	217	4	institute	institute	PROPN
bracis-33610	217	5	of	of	ADP
bracis-33610	217	6	standards	standard	NOUN
bracis-33610	217	7	and	and	CCONJ
bracis-33610	217	8	technology	technology	NOUN
bracis-33610	217	9	(	(	PUNCT
bracis-33610	217	10	nist	nist	NOUN
bracis-33610	217	11	)	)	PUNCT
bracis-33610	217	12	(	(	PUNCT
bracis-33610	217	13	1994	1994	NUM
bracis-33610	217	14	)	)	PUNCT
bracis-33610	217	15	google	google	PROPN
bracis-33610	217	16	scholar	scholar	NOUN
bracis-33610	217	17	  	  	SPACE
bracis-33610	217	18	semantic	semantic	ADJ
bracis-33610	217	19	scholar	scholar	NOUN
bracis-33610	217	20	.	.	PUNCT
bracis-33610	218	1	https://www.semanticscholar.org/	https://www.semanticscholar.org/	PROPN
bracis-33610	218	2	yasunaga	yasunaga	PROPN
bracis-33610	218	3	,	,	PUNCT
bracis-33610	218	4	m.	m.	NOUN
bracis-33610	218	5	,	,	PUNCT
bracis-33610	218	6	et	et	PROPN
bracis-33610	218	7	al	al	PROPN
bracis-33610	218	8	.	.	PROPN
bracis-33610	218	9	:	:	PUNCT
bracis-33610	219	1	scisummnet	scisummnet	NOUN
bracis-33610	219	2	:	:	PUNCT
bracis-33610	219	3	a	a	DET
bracis-33610	219	4	large	large	ADJ
bracis-33610	219	5	annotated	annotated	ADJ
bracis-33610	219	6	corpus	corpus	NOUN
bracis-33610	219	7	and	and	CCONJ
bracis-33610	219	8	content	content	NOUN
bracis-33610	219	9	-	-	PUNCT
bracis-33610	219	10	impact	impact	NOUN
bracis-33610	219	11	models	model	NOUN
bracis-33610	219	12	for	for	ADP
bracis-33610	219	13	scientific	scientific	ADJ
bracis-33610	219	14	paper	paper	NOUN
bracis-33610	219	15	summarization	summarization	NOUN
bracis-33610	219	16	with	with	ADP
bracis-33610	219	17	citation	citation	NOUN
bracis-33610	219	18	networks	network	NOUN
bracis-33610	219	19	.	.	PUNCT
bracis-33610	220	1	in	in	ADP
bracis-33610	220	2	:	:	PUNCT
bracis-33610	220	3	proceedings	proceeding	NOUN
bracis-33610	220	4	of	of	ADP
bracis-33610	220	5	aaai	aaai	PROPN
bracis-33610	220	6	2019	2019	NUM
bracis-33610	220	7	(	(	PUNCT
bracis-33610	220	8	2019	2019	NUM
bracis-33610	220	9	)	)	PUNCT
bracis-33610	220	10	google	google	NOUN
bracis-33610	220	11	scholar	scholar	NOUN
bracis-33610	220	12	  	  	SPACE
bracis-33610	220	13	download	download	NOUN
bracis-33610	220	14	references	reference	NOUN
bracis-33610	220	15	author	author	NOUN
bracis-33610	220	16	information	information	NOUN
bracis-33610	220	17	authors	author	NOUN
bracis-33610	220	18	and	and	CCONJ
bracis-33610	220	19	affiliations	affiliation	NOUN
bracis-33610	220	20	instituto	instituto	PROPN
bracis-33610	220	21	de	de	PROPN
bracis-33610	220	22	pesquisa	pesquisa	PROPN
bracis-33610	220	23	para	para	PROPN
bracis-33610	220	24	economia	economia	PROPN
bracis-33610	220	25	digital	digital	PROPN
bracis-33610	220	26	,	,	PUNCT
bracis-33610	220	27	brasília	brasília	PROPN
bracis-33610	220	28	,	,	PUNCT
bracis-33610	220	29	df	df	PROPN
bracis-33610	220	30	,	,	PUNCT
bracis-33610	220	31	brazil	brazil	PROPN
bracis-33610	220	32	leandro	leandro	PROPN
bracis-33610	220	33	carísio	carísio	PROPN
bracis-33610	220	34	fernandes	fernandes	PROPN
bracis-33610	220	35	unicamp	unicamp	PROPN
bracis-33610	220	36	,	,	PUNCT
bracis-33610	220	37	campinas	campinas	PROPN
bracis-33610	220	38	,	,	PUNCT
bracis-33610	220	39	sp	sp	PROPN
bracis-33610	220	40	,	,	PUNCT
bracis-33610	220	41	brazil	brazil	PROPN
bracis-33610	220	42	gustavo	gustavo	PROPN
bracis-33610	220	43	bartz	bartz	PROPN
bracis-33610	220	44	guedes	guede	NOUN
bracis-33610	220	45	,	,	PUNCT
bracis-33610	220	46	 	 	SPACE
bracis-33610	220	47	thiago	thiago	PROPN
bracis-33610	220	48	soares	soares	PROPN
bracis-33610	220	49	laitz	laitz	PROPN
bracis-33610	220	50	,	,	PUNCT
bracis-33610	220	51	 	 	SPACE
bracis-33610	220	52	thales	thales	PROPN
bracis-33610	220	53	sales	sales	PROPN
bracis-33610	220	54	almeida	almeida	PROPN
bracis-33610	220	55	,	,	PUNCT
bracis-33610	220	56	 	 	SPACE
bracis-33610	220	57	rodrigo	rodrigo	PROPN
bracis-33610	220	58	nogueira	nogueira	PROPN
bracis-33610	220	59	,	,	PUNCT
bracis-33610	220	60	 	 	SPACE
bracis-33610	220	61	roberto	roberto	PROPN
bracis-33610	220	62	lotufo	lotufo	PROPN
bracis-33610	220	63	 	 	SPACE
bracis-33610	220	64	&	&	CCONJ
bracis-33610	220	65	 	 	SPACE
bracis-33610	220	66	jayr	jayr	PROPN
bracis-33610	220	67	pereira	pereira	PROPN
bracis-33610	220	68	maritaca	maritaca	PROPN
bracis-33610	220	69	ai	ai	PROPN
bracis-33610	220	70	,	,	PUNCT
bracis-33610	220	71	campinas	campinas	PROPN
bracis-33610	220	72	,	,	PUNCT
bracis-33610	220	73	sp	sp	PROPN
bracis-33610	220	74	,	,	PUNCT
bracis-33610	220	75	brazil	brazil	PROPN
bracis-33610	220	76	thiago	thiago	PROPN
bracis-33610	220	77	soares	soares	PROPN
bracis-33610	220	78	laitz	laitz	PROPN
bracis-33610	220	79	,	,	PUNCT
bracis-33610	220	80	 	 	SPACE
bracis-33610	220	81	thales	thales	PROPN
bracis-33610	220	82	sales	sales	PROPN
bracis-33610	220	83	almeida	almeida	PROPN
bracis-33610	220	84	 	 	SPACE
bracis-33610	220	85	&	&	CCONJ
bracis-33610	220	86	 	 	SPACE
bracis-33610	220	87	rodrigo	rodrigo	PROPN
bracis-33610	220	88	nogueira	nogueira	PROPN
bracis-33610	220	89	neuralmind.ai	neuralmind.ai	PROPN
bracis-33610	220	90	,	,	PUNCT
bracis-33610	220	91	campinas	campinas	PROPN
bracis-33610	220	92	,	,	PUNCT
bracis-33610	220	93	sp	sp	PROPN
bracis-33610	220	94	,	,	PUNCT
bracis-33610	220	95	brazil	brazil	PROPN
bracis-33610	220	96	roberto	roberto	PROPN
bracis-33610	220	97	lotufo	lotufo	PROPN
bracis-33610	220	98	universidade	universidade	PROPN
bracis-33610	220	99	federal	federal	PROPN
bracis-33610	220	100	do	do	AUX
bracis-33610	220	101	cariri	cariri	PROPN
bracis-33610	220	102	,	,	PUNCT
bracis-33610	221	1	juazeiro	juazeiro	PROPN
bracis-33610	221	2	do	do	AUX
bracis-33610	221	3	norte	norte	NOUN
bracis-33610	221	4	,	,	PUNCT
bracis-33610	221	5	ce	ce	PROPN
bracis-33610	221	6	,	,	PUNCT
bracis-33610	221	7	brazil	brazil	PROPN
bracis-33610	221	8	jayr	jayr	PROPN
bracis-33610	221	9	pereira	pereira	PROPN
bracis-33610	221	10	authors	authors	PROPN
bracis-33610	221	11	leandro	leandro	PROPN
bracis-33610	221	12	carísio	carísio	PROPN
bracis-33610	221	13	fernandesview	fernandesview	NOUN
bracis-33610	221	14	author	author	NOUN
bracis-33610	221	15	publications	publication	NOUN
bracis-33610	221	16	search	search	NOUN
bracis-33610	221	17	author	author	NOUN
bracis-33610	221	18	on	on	ADP
bracis-33610	221	19	:	:	PUNCT
bracis-33610	221	20	pubmed	pubmed	PROPN
bracis-33610	221	21	 	 	SPACE
bracis-33610	221	22	google	google	PROPN
bracis-33610	221	23	scholar	scholar	NOUN
bracis-33610	221	24	gustavo	gustavo	NOUN
bracis-33610	221	25	bartz	bartz	PROPN
bracis-33610	221	26	guedesview	guedesview	PROPN
bracis-33610	221	27	author	author	NOUN
bracis-33610	221	28	publications	publication	NOUN
bracis-33610	221	29	search	search	NOUN
bracis-33610	221	30	author	author	NOUN
bracis-33610	221	31	on	on	ADP
bracis-33610	221	32	:	:	PUNCT
bracis-33610	221	33	pubmed	pubmed	PROPN
bracis-33610	221	34	 	 	SPACE
bracis-33610	221	35	google	google	PROPN
bracis-33610	221	36	scholar	scholar	PROPN
bracis-33610	221	37	thiago	thiago	PROPN
bracis-33610	221	38	soares	soares	PROPN
bracis-33610	221	39	laitzview	laitzview	PROPN
bracis-33610	221	40	author	author	NOUN
bracis-33610	221	41	publications	publication	NOUN
bracis-33610	221	42	search	search	NOUN
bracis-33610	221	43	author	author	NOUN
bracis-33610	221	44	on	on	ADP
bracis-33610	221	45	:	:	PUNCT
bracis-33610	221	46	pubmed	pubmed	PROPN
bracis-33610	221	47	 	 	SPACE
bracis-33610	221	48	google	google	PROPN
bracis-33610	221	49	scholar	scholar	NOUN
bracis-33610	221	50	thales	thales	PROPN
bracis-33610	221	51	sales	sale	NOUN
bracis-33610	221	52	almeidaview	almeidaview	NOUN
bracis-33610	221	53	author	author	NOUN
bracis-33610	221	54	publications	publication	VERB
bracis-33610	221	55	search	search	NOUN
bracis-33610	221	56	author	author	NOUN
bracis-33610	221	57	on	on	ADP
bracis-33610	221	58	:	:	PUNCT
bracis-33610	221	59	pubmed	pubmed	PROPN
bracis-33610	221	60	 	 	SPACE
bracis-33610	221	61	google	google	PROPN
bracis-33610	221	62	scholar	scholar	PROPN
bracis-33610	221	63	rodrigo	rodrigo	PROPN
bracis-33610	221	64	nogueiraview	nogueiraview	PROPN
bracis-33610	221	65	author	author	NOUN
bracis-33610	221	66	publications	publication	VERB
bracis-33610	221	67	search	search	NOUN
bracis-33610	221	68	author	author	NOUN
bracis-33610	221	69	on	on	ADP
bracis-33610	221	70	:	:	PUNCT
bracis-33610	221	71	pubmed	pubmed	PROPN
bracis-33610	221	72	 	 	SPACE
bracis-33610	221	73	google	google	PROPN
bracis-33610	221	74	scholar	scholar	PROPN
bracis-33610	221	75	roberto	roberto	PROPN
bracis-33610	221	76	lotufoview	lotufoview	PROPN
bracis-33610	221	77	author	author	NOUN
bracis-33610	221	78	publications	publication	NOUN
bracis-33610	221	79	search	search	NOUN
bracis-33610	221	80	author	author	NOUN
bracis-33610	221	81	on	on	ADP
bracis-33610	221	82	:	:	PUNCT
bracis-33610	221	83	pubmed	pubmed	PROPN
bracis-33610	221	84	 	 	SPACE
bracis-33610	221	85	google	google	PROPN
bracis-33610	221	86	scholar	scholar	NOUN
bracis-33610	221	87	jayr	jayr	PROPN
bracis-33610	221	88	pereiraview	pereiraview	NOUN
bracis-33610	221	89	author	author	NOUN
bracis-33610	221	90	publications	publication	NOUN
bracis-33610	221	91	search	search	NOUN
bracis-33610	221	92	author	author	NOUN
bracis-33610	221	93	on	on	ADP
bracis-33610	221	94	:	:	PUNCT
bracis-33610	221	95	pubmed	pubmed	PROPN
bracis-33610	221	96	 	 	SPACE
bracis-33610	221	97	google	google	PROPN
bracis-33610	221	98	scholar	scholar	NOUN
bracis-33610	221	99	corresponding	correspond	VERB
bracis-33610	221	100	author	author	NOUN
bracis-33610	221	101	correspondence	correspondence	NOUN
bracis-33610	221	102	to	to	ADP
bracis-33610	221	103	leandro	leandro	PROPN
bracis-33610	221	104	carísio	carísio	PROPN
bracis-33610	221	105	fernandes	fernandes	PROPN
bracis-33610	221	106	.	.	PUNCT
bracis-33610	222	1	editor	editor	NOUN
bracis-33610	222	2	information	information	NOUN
bracis-33610	222	3	editors	editor	NOUN
bracis-33610	222	4	and	and	CCONJ
bracis-33610	222	5	affiliations	affiliation	NOUN
bracis-33610	222	6	universidade	universidade	VERB
bracis-33610	222	7	federal	federal	PROPN
bracis-33610	222	8	fluminense	fluminense	PROPN
bracis-33610	222	9	,	,	PUNCT
bracis-33610	222	10	niterói	niterói	PROPN
bracis-33610	222	11	,	,	PUNCT
bracis-33610	222	12	brazil	brazil	PROPN
bracis-33610	222	13	aline	aline	PROPN
bracis-33610	222	14	paes	paes	PROPN
bracis-33610	222	15	instituto	instituto	PROPN
bracis-33610	222	16	tecnológico	tecnológico	PROPN
bracis-33610	222	17	de	de	PROPN
bracis-33610	222	18	aeronáutica	aeronáutica	PROPN
bracis-33610	222	19	,	,	PUNCT
bracis-33610	222	20	são	são	PROPN
bracis-33610	222	21	josé	josé	PROPN
bracis-33610	222	22	dos	dos	PROPN
bracis-33610	222	23	campos	campos	PROPN
bracis-33610	222	24	,	,	PUNCT
bracis-33610	222	25	brazil	brazil	PROPN
bracis-33610	222	26	filipe	filipe	PROPN
bracis-33610	222	27	a.	a.	PROPN
bracis-33610	222	28	n.	n.	PROPN
bracis-33610	222	29	verri	verri	PROPN
bracis-33610	222	30	rights	right	NOUN
bracis-33610	222	31	and	and	CCONJ
bracis-33610	222	32	permissions	permission	NOUN
bracis-33610	222	33	reprints	reprint	NOUN
bracis-33610	222	34	and	and	CCONJ
bracis-33610	222	35	permissions	permission	VERB
bracis-33610	222	36	copyright	copyright	NOUN
bracis-33610	222	37	information	information	NOUN
bracis-33610	222	38	©	©	ADP
bracis-33610	222	39	2025	2025	NUM
bracis-33610	222	40	the	the	DET
bracis-33610	222	41	author(s	author(s	NOUN
bracis-33610	222	42	)	)	PUNCT
bracis-33610	222	43	,	,	PUNCT
bracis-33610	222	44	under	under	ADP
bracis-33610	222	45	exclusive	exclusive	ADJ
bracis-33610	222	46	license	license	NOUN
bracis-33610	222	47	to	to	ADP
bracis-33610	222	48	springer	springer	NOUN
bracis-33610	222	49	nature	nature	PROPN
bracis-33610	222	50	switzerland	switzerland	PROPN
bracis-33610	222	51	ag	ag	PROPN
bracis-33610	222	52	about	about	ADP
bracis-33610	222	53	this	this	DET
bracis-33610	222	54	paper	paper	NOUN
bracis-33610	222	55	cite	cite	VERB
bracis-33610	222	56	this	this	DET
bracis-33610	222	57	paper	paper	NOUN
bracis-33610	222	58	fernandes	fernande	NOUN
bracis-33610	222	59	,	,	PUNCT
bracis-33610	222	60	l.c	l.c	PROPN
bracis-33610	222	61	.	.	PROPN
bracis-33610	222	62	et	et	PROPN
bracis-33610	222	63	al	al	PROPN
bracis-33610	222	64	.	.	PROPN
bracis-33610	223	1	(	(	PUNCT
bracis-33610	223	2	2025	2025	NUM
bracis-33610	223	3	)	)	PUNCT
bracis-33610	223	4	.	.	PUNCT
bracis-33610	224	1	surveysum	surveysum	NOUN
bracis-33610	224	2	:	:	PUNCT
bracis-33610	224	3	a	a	DET
bracis-33610	224	4	dataset	dataset	NOUN
bracis-33610	224	5	for	for	ADP
bracis-33610	224	6	 	 	SPACE
bracis-33610	224	7	summarizing	summarize	VERB
bracis-33610	224	8	multiple	multiple	ADJ
bracis-33610	224	9	scientific	scientific	ADJ
bracis-33610	224	10	articles	article	NOUN
bracis-33610	224	11	into	into	ADP
bracis-33610	224	12	a	a	DET
bracis-33610	224	13	 	 	SPACE
bracis-33610	224	14	survey	survey	NOUN
bracis-33610	224	15	section	section	NOUN
bracis-33610	224	16	.	.	PUNCT
bracis-33610	225	1	in	in	ADP
bracis-33610	225	2	:	:	PUNCT
bracis-33610	225	3	paes	paes	PROPN
bracis-33610	225	4	,	,	PUNCT
bracis-33610	225	5	a.	a.	PROPN
bracis-33610	225	6	,	,	PUNCT
bracis-33610	225	7	verri	verri	NOUN
bracis-33610	225	8	,	,	PUNCT
bracis-33610	225	9	f.a.n	f.a.n	ADJ
bracis-33610	225	10	.	.	PUNCT
bracis-33610	225	11	(	(	PUNCT
bracis-33610	225	12	eds	ed	NOUN
bracis-33610	225	13	)	)	PUNCT
bracis-33610	225	14	intelligent	intelligent	ADJ
bracis-33610	225	15	systems	system	NOUN
bracis-33610	225	16	.	.	PUNCT
bracis-33610	225	17	bracis	bracis	PROPN
bracis-33610	225	18	2024	2024	NUM
bracis-33610	225	19	.	.	PUNCT
bracis-33610	226	1	lecture	lecture	NOUN
bracis-33610	226	2	notes	note	NOUN
bracis-33610	226	3	in	in	ADP
bracis-33610	226	4	computer	computer	NOUN
bracis-33610	226	5	science	science	NOUN
bracis-33610	226	6	(	(	PUNCT
bracis-33610	226	7	)	)	PUNCT
bracis-33610	226	8	,	,	PUNCT
bracis-33610	226	9	vol	vol	NOUN
bracis-33610	226	10	15413	15413	NUM
bracis-33610	226	11	.	.	PUNCT
bracis-33610	227	1	springer	springer	NOUN
bracis-33610	227	2	,	,	PUNCT
bracis-33610	227	3	cham	cham	PROPN
bracis-33610	227	4	.	.	PUNCT
bracis-33610	228	1	https://doi.org/10.1007/978-3-031-79032-4_30	https://doi.org/10.1007/978-3-031-79032-4_30	PROPN
bracis-33610	228	2	download	download	NOUN
bracis-33610	228	3	citation	citation	NOUN
bracis-33610	228	4	.ris	.ris	PUNCT
bracis-33610	229	1	.enw	.enw	PROPN
bracis-33610	229	2	.bib	.bib	PUNCT
bracis-33610	230	1	doi	doi	PROPN
bracis-33610	230	2	:	:	PUNCT
bracis-33610	230	3	https://doi.org/10.1007/978-3-031-79032-4_30	https://doi.org/10.1007/978-3-031-79032-4_30	PROPN
bracis-33610	230	4	published	publish	VERB
bracis-33610	230	5	:	:	PUNCT
bracis-33610	230	6	30	30	NUM
bracis-33610	230	7	january	january	PROPN
bracis-33610	230	8	2025	2025	NUM
bracis-33610	230	9	publisher	publisher	NOUN
bracis-33610	230	10	name	name	NOUN
bracis-33610	230	11	:	:	PUNCT
bracis-33610	230	12	springer	springer	NOUN
bracis-33610	230	13	,	,	PUNCT
bracis-33610	230	14	cham	cham	PROPN
bracis-33610	230	15	print	print	PROPN
bracis-33610	230	16	isbn	isbn	PROPN
bracis-33610	230	17	:	:	PUNCT
bracis-33610	230	18	978	978	NUM
bracis-33610	230	19	-	-	SYM
bracis-33610	230	20	3	3	NUM
bracis-33610	230	21	-	-	PUNCT
bracis-33610	230	22	031	031	NUM
bracis-33610	230	23	-	-	PUNCT
bracis-33610	230	24	79031	79031	NUM
bracis-33610	230	25	-	-	SYM
bracis-33610	230	26	7	7	NUM
bracis-33610	230	27	online	online	ADJ
bracis-33610	230	28	isbn	isbn	NOUN
bracis-33610	230	29	:	:	PUNCT
bracis-33610	230	30	978	978	NUM
bracis-33610	230	31	-	-	SYM
bracis-33610	230	32	3	3	NUM
bracis-33610	230	33	-	-	PUNCT
bracis-33610	230	34	031	031	NUM
bracis-33610	230	35	-	-	PUNCT
bracis-33610	230	36	79032	79032	NUM
bracis-33610	230	37	-	-	SYM
bracis-33610	230	38	4	4	NUM
bracis-33610	230	39	ebook	ebook	NOUN
bracis-33610	230	40	packages	package	NOUN
bracis-33610	230	41	:	:	PUNCT
bracis-33610	230	42	computer	computer	NOUN
bracis-33610	230	43	sciencecomputer	sciencecomputer	NOUN
bracis-33610	230	44	science	science	NOUN
bracis-33610	230	45	(	(	PUNCT
bracis-33610	230	46	r0	r0	NOUN
bracis-33610	230	47	)	)	PUNCT
bracis-33610	230	48	share	share	VERB
bracis-33610	230	49	this	this	DET
bracis-33610	230	50	paper	paper	NOUN
bracis-33610	230	51	anyone	anyone	PRON
bracis-33610	230	52	you	you	PRON
bracis-33610	230	53	share	share	VERB
bracis-33610	230	54	the	the	DET
bracis-33610	230	55	following	follow	VERB
bracis-33610	230	56	link	link	NOUN
bracis-33610	230	57	with	with	ADP
bracis-33610	230	58	will	will	AUX
bracis-33610	230	59	be	be	AUX
bracis-33610	230	60	able	able	ADJ
bracis-33610	230	61	to	to	PART
bracis-33610	230	62	read	read	VERB
bracis-33610	230	63	this	this	DET
bracis-33610	230	64	content	content	NOUN
bracis-33610	230	65	:	:	PUNCT
bracis-33610	230	66	get	get	VERB
bracis-33610	230	67	shareable	shareable	ADJ
bracis-33610	230	68	linksorry	linksorry	NOUN
bracis-33610	230	69	,	,	PUNCT
bracis-33610	230	70	a	a	DET
bracis-33610	230	71	shareable	shareable	ADJ
bracis-33610	230	72	link	link	NOUN
bracis-33610	230	73	is	be	AUX
bracis-33610	230	74	not	not	PART
bracis-33610	230	75	currently	currently	ADV
bracis-33610	230	76	available	available	ADJ
bracis-33610	230	77	for	for	ADP
bracis-33610	230	78	this	this	DET
bracis-33610	230	79	article	article	NOUN
bracis-33610	230	80	.	.	PUNCT
bracis-33610	231	1	copy	copy	VERB
bracis-33610	231	2	shareable	shareable	ADJ
bracis-33610	231	3	link	link	NOUN
bracis-33610	231	4	to	to	PART
bracis-33610	231	5	clipboard	clipboard	NOUN
bracis-33610	231	6	provided	provide	VERB
bracis-33610	231	7	by	by	ADP
bracis-33610	231	8	the	the	DET
bracis-33610	231	9	springer	springer	NOUN
bracis-33610	231	10	nature	nature	PROPN
bracis-33610	231	11	sharedit	sharedit	PROPN
bracis-33610	231	12	content	content	NOUN
bracis-33610	231	13	-	-	PUNCT
bracis-33610	231	14	sharing	share	VERB
bracis-33610	231	15	initiative	initiative	NOUN
bracis-33610	231	16	keywords	keyword	NOUN
bracis-33610	231	17	dataset	dataset	VERB
bracis-33610	231	18	multi	multi	ADJ
bracis-33610	231	19	-	-	ADJ
bracis-33610	231	20	document	document	ADJ
bracis-33610	231	21	summarization	summarization	NOUN
bracis-33610	231	22	document	document	NOUN
bracis-33610	231	23	summarization	summarization	NOUN
bracis-33610	231	24	text	text	NOUN
bracis-33610	231	25	summarization	summarization	NOUN
bracis-33610	231	26	scientific	scientific	ADJ
bracis-33610	231	27	writing	writing	NOUN
bracis-33610	231	28	publish	publish	NOUN
bracis-33610	231	29	with	with	ADP
bracis-33610	231	30	us	us	PROPN
bracis-33610	231	31	policies	policy	NOUN
bracis-33610	231	32	and	and	CCONJ
bracis-33610	231	33	ethics	ethic	NOUN
bracis-33610	231	34	search	search	NOUN
bracis-33610	231	35	search	search	NOUN
bracis-33610	231	36	by	by	ADP
bracis-33610	231	37	keyword	keyword	NOUN
bracis-33610	231	38	or	or	CCONJ
bracis-33610	231	39	author	author	NOUN
bracis-33610	231	40	search	search	NOUN
bracis-33610	231	41	navigation	navigation	NOUN
bracis-33610	231	42	find	find	VERB
bracis-33610	231	43	a	a	DET
bracis-33610	231	44	journal	journal	NOUN
bracis-33610	231	45	publish	publish	VERB
bracis-33610	231	46	with	with	ADP
bracis-33610	231	47	us	we	PRON
bracis-33610	231	48	track	track	VERB
bracis-33610	231	49	your	your	PRON
bracis-33610	231	50	research	research	NOUN
bracis-33610	231	51	discover	discover	VERB
bracis-33610	231	52	content	content	NOUN
bracis-33610	231	53	journals	journal	NOUN
bracis-33610	231	54	a	a	DET
bracis-33610	231	55	-	-	PUNCT
bracis-33610	231	56	z	z	NOUN
bracis-33610	231	57	books	book	NOUN
bracis-33610	231	58	a	a	DET
bracis-33610	231	59	-	-	PUNCT
bracis-33610	231	60	z	z	NOUN
bracis-33610	231	61	publish	publish	NOUN
bracis-33610	231	62	with	with	ADP
bracis-33610	231	63	us	us	PROPN
bracis-33610	231	64	journal	journal	PROPN
bracis-33610	231	65	finder	finder	PROPN
bracis-33610	231	66	publish	publish	VERB
bracis-33610	231	67	your	your	PRON
bracis-33610	231	68	research	research	NOUN
bracis-33610	231	69	language	language	NOUN
bracis-33610	231	70	editing	edit	VERB
bracis-33610	231	71	open	open	ADJ
bracis-33610	231	72	access	access	NOUN
bracis-33610	231	73	publishing	publishing	NOUN
bracis-33610	231	74	products	product	NOUN
bracis-33610	231	75	and	and	CCONJ
bracis-33610	231	76	services	service	NOUN
bracis-33610	231	77	our	our	PRON
bracis-33610	231	78	products	product	NOUN
bracis-33610	231	79	librarians	librarian	VERB
bracis-33610	231	80	societies	society	NOUN
bracis-33610	231	81	partners	partner	NOUN
bracis-33610	231	82	and	and	CCONJ
bracis-33610	231	83	advertisers	advertiser	NOUN
bracis-33610	231	84	our	our	PRON
bracis-33610	231	85	brands	brand	NOUN
bracis-33610	231	86	springer	springer	NOUN
bracis-33610	231	87	nature	nature	PROPN
bracis-33610	231	88	portfolio	portfolio	PROPN
bracis-33610	231	89	bmc	bmc	PROPN
bracis-33610	231	90	palgrave	palgrave	PROPN
bracis-33610	231	91	macmillan	macmillan	PROPN
bracis-33610	231	92	apress	apress	PROPN
bracis-33610	231	93	discover	discover	VERB
bracis-33610	231	94	your	your	PRON
bracis-33610	231	95	privacy	privacy	NOUN
bracis-33610	231	96	choices	choice	NOUN
bracis-33610	231	97	/	/	SYM
bracis-33610	231	98	manage	manage	NOUN
bracis-33610	231	99	cookies	cookie	NOUN
bracis-33610	231	100	your	your	PRON
bracis-33610	231	101	us	us	PROPN
bracis-33610	232	1	state	state	NOUN
bracis-33610	232	2	privacy	privacy	NOUN
bracis-33610	232	3	rights	right	NOUN
bracis-33610	232	4	accessibility	accessibility	NOUN
bracis-33610	232	5	statement	statement	NOUN
bracis-33610	232	6	terms	term	NOUN
bracis-33610	232	7	and	and	CCONJ
bracis-33610	232	8	conditions	condition	NOUN
bracis-33610	232	9	privacy	privacy	NOUN
bracis-33610	232	10	policy	policy	NOUN
bracis-33610	232	11	help	help	NOUN
bracis-33610	232	12	and	and	CCONJ
bracis-33610	232	13	support	support	VERB
bracis-33610	232	14	legal	legal	ADJ
bracis-33610	232	15	notice	notice	NOUN
bracis-33610	232	16	cancel	cancel	VERB
bracis-33610	232	17	contracts	contract	NOUN
bracis-33610	232	18	here	here	ADV
bracis-33610	232	19	not	not	PART
bracis-33610	232	20	affiliated	affiliate	VERB
bracis-33610	232	21	©	©	PROPN
bracis-33610	232	22	2025	2025	NUM
bracis-33610	232	23	springer	springer	NOUN
bracis-33610	232	24	nature	nature	NOUN