id	sid	tid	token	lemma	pos
fuelectenerg-13343	1	1	13343	13343	NUM
fuelectenerg-13343	1	2	facta	facta	PROPN
fuelectenerg-13343	1	3	universitatis	universitatis	PROPN
fuelectenerg-13343	1	4	series	series	NOUN
fuelectenerg-13343	1	5	:	:	PUNCT
fuelectenerg-13343	1	6	electronics	electronic	NOUN
fuelectenerg-13343	1	7	and	and	CCONJ
fuelectenerg-13343	1	8	energetics	energetic	NOUN
fuelectenerg-13343	1	9	vol	vol	NOUN
fuelectenerg-13343	1	10	.	.	PUNCT
fuelectenerg-13343	1	11	38	38	NUM
fuelectenerg-13343	1	12	,	,	PUNCT
fuelectenerg-13343	1	13	no	no	DET
fuelectenerg-13343	1	14	3	3	NUM
fuelectenerg-13343	1	15	,	,	PUNCT
fuelectenerg-13343	1	16	september	september	PROPN
fuelectenerg-13343	1	17	2025	2025	NUM
fuelectenerg-13343	1	18	,	,	PUNCT
fuelectenerg-13343	1	19	pp	pp	ADV
fuelectenerg-13343	1	20	.	.	PUNCT
fuelectenerg-13343	2	1	533	533	NUM
fuelectenerg-13343	2	2	551	551	NUM
fuelectenerg-13343	2	3	https://doi.org/10.2298/fuee2503533r	https://doi.org/10.2298/fuee2503533r	ADV
fuelectenerg-13343	2	4	©	©	PROPN
fuelectenerg-13343	2	5	2025	2025	NUM
fuelectenerg-13343	2	6	by	by	ADP
fuelectenerg-13343	2	7	university	university	PROPN
fuelectenerg-13343	2	8	of	of	ADP
fuelectenerg-13343	2	9	niš	niš	PROPN
fuelectenerg-13343	2	10	,	,	PUNCT
fuelectenerg-13343	2	11	serbia	serbia	PROPN
fuelectenerg-13343	2	12	|	|	ADV
fuelectenerg-13343	2	13	creative	creative	ADJ
fuelectenerg-13343	2	14	commons	common	NOUN
fuelectenerg-13343	2	15	license	license	NOUN
fuelectenerg-13343	2	16	:	:	PUNCT
fuelectenerg-13343	2	17	cc	cc	VERB
fuelectenerg-13343	2	18	by	by	ADP
fuelectenerg-13343	2	19	-	-	PUNCT
fuelectenerg-13343	2	20	nc	nc	VERB
fuelectenerg-13343	2	21	-	-	PUNCT
fuelectenerg-13343	2	22	nd	nd	ADV
fuelectenerg-13343	2	23	original	original	ADJ
fuelectenerg-13343	2	24	scientific	scientific	ADJ
fuelectenerg-13343	2	25	paper	paper	NOUN
fuelectenerg-13343	2	26	improving	improve	VERB
fuelectenerg-13343	2	27	extractive	extractive	ADJ
fuelectenerg-13343	2	28	text	text	NOUN
fuelectenerg-13343	2	29	summarization	summarization	NOUN
fuelectenerg-13343	2	30	via	via	ADP
fuelectenerg-13343	2	31	efficient	efficient	ADJ
fuelectenerg-13343	2	32	coati	coati	PROPN
fuelectenerg-13343	2	33	algorithm	algorithm	NOUN
fuelectenerg-13343	2	34	for	for	ADP
fuelectenerg-13343	2	35	single	single	ADJ
fuelectenerg-13343	2	36	document	document	NOUN
fuelectenerg-13343	2	37	jyotirmayee	jyotirmayee	PROPN
fuelectenerg-13343	2	38	rautaray1	rautaray1	PROPN
fuelectenerg-13343	2	39	,	,	PUNCT
fuelectenerg-13343	2	40	sangram	sangram	PROPN
fuelectenerg-13343	2	41	panigrahi2	panigrahi2	PROPN
fuelectenerg-13343	2	42	,	,	PUNCT
fuelectenerg-13343	2	43	ajit	ajit	NOUN
fuelectenerg-13343	2	44	kumar	kumar	PROPN
fuelectenerg-13343	2	45	nayak2	nayak2	PROPN
fuelectenerg-13343	2	46	1department	1department	NUM
fuelectenerg-13343	2	47	of	of	ADP
fuelectenerg-13343	2	48	computer	computer	NOUN
fuelectenerg-13343	2	49	science	science	PROPN
fuelectenerg-13343	2	50	&	&	CCONJ
fuelectenerg-13343	2	51	engineering	engineering	PROPN
fuelectenerg-13343	2	52	,	,	PUNCT
fuelectenerg-13343	2	53	siksha	siksha	VERB
fuelectenerg-13343	2	54	‘	'	PUNCT
fuelectenerg-13343	2	55	o	o	NOUN
fuelectenerg-13343	2	56	’	'	PUNCT
fuelectenerg-13343	2	57	anusandhan	anusandhan	PROPN
fuelectenerg-13343	2	58	(	(	PUNCT
fuelectenerg-13343	2	59	deemed	deem	VERB
fuelectenerg-13343	2	60	to	to	PART
fuelectenerg-13343	2	61	be	be	AUX
fuelectenerg-13343	2	62	university	university	NOUN
fuelectenerg-13343	2	63	)	)	PUNCT
fuelectenerg-13343	2	64	,	,	PUNCT
fuelectenerg-13343	2	65	bhubaneswar-751030	bhubaneswar-751030	NOUN
fuelectenerg-13343	2	66	,	,	PUNCT
fuelectenerg-13343	2	67	odisha	odisha	PROPN
fuelectenerg-13343	2	68	,	,	PUNCT
fuelectenerg-13343	2	69	india	india	PROPN
fuelectenerg-13343	2	70	2department	2department	PROPN
fuelectenerg-13343	2	71	of	of	ADP
fuelectenerg-13343	2	72	computer	computer	NOUN
fuelectenerg-13343	2	73	science	science	PROPN
fuelectenerg-13343	2	74	&	&	CCONJ
fuelectenerg-13343	2	75	information	information	PROPN
fuelectenerg-13343	2	76	technology	technology	NOUN
fuelectenerg-13343	2	77	,	,	PUNCT
fuelectenerg-13343	2	78	siksha	siksha	VERB
fuelectenerg-13343	2	79	‘	'	PUNCT
fuelectenerg-13343	2	80	o	o	NOUN
fuelectenerg-13343	2	81	’	'	PUNCT
fuelectenerg-13343	2	82	anusandhan	anusandhan	PROPN
fuelectenerg-13343	2	83	(	(	PUNCT
fuelectenerg-13343	2	84	deemed	deem	VERB
fuelectenerg-13343	2	85	to	to	PART
fuelectenerg-13343	2	86	be	be	AUX
fuelectenerg-13343	2	87	university	university	NOUN
fuelectenerg-13343	2	88	)	)	PUNCT
fuelectenerg-13343	2	89	,	,	PUNCT
fuelectenerg-13343	2	90	bhubaneswar-751030	bhubaneswar-751030	NOUN
fuelectenerg-13343	2	91	,	,	PUNCT
fuelectenerg-13343	2	92	odisha	odisha	PROPN
fuelectenerg-13343	2	93	,	,	PUNCT
fuelectenerg-13343	2	94	india	india	PROPN
fuelectenerg-13343	2	95	orcid	orcid	PROPN
fuelectenerg-13343	2	96	ids	id	NOUN
fuelectenerg-13343	2	97	:	:	PUNCT
fuelectenerg-13343	2	98	jyotirmayee	jyotirmayee	PROPN
fuelectenerg-13343	2	99	rautaray	rautaray	PROPN
fuelectenerg-13343	2	100	https://orcid.org/0000-0003-2747-3919	https://orcid.org/0000-0003-2747-3919	PROPN
fuelectenerg-13343	2	101	sangram	sangram	PROPN
fuelectenerg-13343	2	102	panigrahi	panigrahi	PROPN
fuelectenerg-13343	2	103	https://orcid.org/0000-0003-1703-4613	https://orcid.org/0000-0003-1703-4613	PROPN
fuelectenerg-13343	2	104	ajit	ajit	NOUN
fuelectenerg-13343	2	105	kumar	kumar	PROPN
fuelectenerg-13343	2	106	nayak	nayak	PROPN
fuelectenerg-13343	2	107	https://orcid.org/0000/0003/2302-9458	https://orcid.org/0000/0003/2302-9458	PROPN
fuelectenerg-13343	2	108	abstract	abstract	ADJ
fuelectenerg-13343	2	109	.	.	PUNCT
fuelectenerg-13343	3	1	in	in	ADP
fuelectenerg-13343	3	2	the	the	DET
fuelectenerg-13343	3	3	digital	digital	ADJ
fuelectenerg-13343	3	4	era	era	NOUN
fuelectenerg-13343	3	5	,	,	PUNCT
fuelectenerg-13343	3	6	the	the	DET
fuelectenerg-13343	3	7	rapid	rapid	ADJ
fuelectenerg-13343	3	8	expansion	expansion	NOUN
fuelectenerg-13343	3	9	of	of	ADP
fuelectenerg-13343	3	10	online	online	ADJ
fuelectenerg-13343	3	11	information	information	NOUN
fuelectenerg-13343	3	12	demands	demand	VERB
fuelectenerg-13343	3	13	efficient	efficient	ADJ
fuelectenerg-13343	3	14	automated	automate	VERB
fuelectenerg-13343	3	15	text	text	NOUN
fuelectenerg-13343	3	16	summarization	summarization	NOUN
fuelectenerg-13343	3	17	techniques	technique	NOUN
fuelectenerg-13343	3	18	to	to	PART
fuelectenerg-13343	3	19	extract	extract	VERB
fuelectenerg-13343	3	20	key	key	ADJ
fuelectenerg-13343	3	21	insights	insight	NOUN
fuelectenerg-13343	3	22	from	from	ADP
fuelectenerg-13343	3	23	large	large	ADJ
fuelectenerg-13343	3	24	documents	document	NOUN
fuelectenerg-13343	3	25	.	.	PUNCT
fuelectenerg-13343	4	1	this	this	DET
fuelectenerg-13343	4	2	study	study	NOUN
fuelectenerg-13343	4	3	introduces	introduce	VERB
fuelectenerg-13343	4	4	a	a	DET
fuelectenerg-13343	4	5	novel	novel	ADJ
fuelectenerg-13343	4	6	single	single	ADJ
fuelectenerg-13343	4	7	-	-	PUNCT
fuelectenerg-13343	4	8	document	document	NOUN
fuelectenerg-13343	4	9	extractive	extractive	ADJ
fuelectenerg-13343	4	10	summarization	summarization	NOUN
fuelectenerg-13343	4	11	approach	approach	NOUN
fuelectenerg-13343	4	12	that	that	PRON
fuelectenerg-13343	4	13	utilizes	utilize	VERB
fuelectenerg-13343	4	14	term	term	NOUN
fuelectenerg-13343	4	15	frequency	frequency	NOUN
fuelectenerg-13343	4	16	-	-	PUNCT
fuelectenerg-13343	4	17	inverse	inverse	NOUN
fuelectenerg-13343	4	18	topic	topic	NOUN
fuelectenerg-13343	4	19	frequency	frequency	NOUN
fuelectenerg-13343	4	20	(	(	PUNCT
fuelectenerg-13343	4	21	tf	tf	PROPN
fuelectenerg-13343	4	22	-	-	PUNCT
fuelectenerg-13343	4	23	itf	itf	NOUN
fuelectenerg-13343	4	24	)	)	PUNCT
fuelectenerg-13343	4	25	for	for	ADP
fuelectenerg-13343	4	26	feature	feature	NOUN
fuelectenerg-13343	4	27	extraction	extraction	NOUN
fuelectenerg-13343	4	28	and	and	CCONJ
fuelectenerg-13343	4	29	the	the	DET
fuelectenerg-13343	4	30	coati	coati	PROPN
fuelectenerg-13343	4	31	optimization	optimization	NOUN
fuelectenerg-13343	4	32	algorithm	algorithm	NOUN
fuelectenerg-13343	4	33	(	(	PUNCT
fuelectenerg-13343	4	34	coa	coa	NOUN
fuelectenerg-13343	4	35	)	)	PUNCT
fuelectenerg-13343	4	36	for	for	ADP
fuelectenerg-13343	4	37	optimal	optimal	ADJ
fuelectenerg-13343	4	38	sentence	sentence	NOUN
fuelectenerg-13343	4	39	selection	selection	NOUN
fuelectenerg-13343	4	40	.	.	PUNCT
fuelectenerg-13343	5	1	coa	coa	NOUN
fuelectenerg-13343	5	2	enhances	enhance	VERB
fuelectenerg-13343	5	3	summarization	summarization	NOUN
fuelectenerg-13343	5	4	performance	performance	NOUN
fuelectenerg-13343	5	5	by	by	ADP
fuelectenerg-13343	5	6	balancing	balance	VERB
fuelectenerg-13343	5	7	precision	precision	NOUN
fuelectenerg-13343	5	8	and	and	CCONJ
fuelectenerg-13343	5	9	recall	recall	VERB
fuelectenerg-13343	5	10	through	through	ADP
fuelectenerg-13343	5	11	an	an	DET
fuelectenerg-13343	5	12	adaptive	adaptive	ADJ
fuelectenerg-13343	5	13	fitness	fitness	NOUN
fuelectenerg-13343	5	14	function	function	NOUN
fuelectenerg-13343	5	15	,	,	PUNCT
fuelectenerg-13343	5	16	improving	improve	VERB
fuelectenerg-13343	5	17	the	the	DET
fuelectenerg-13343	5	18	quality	quality	NOUN
fuelectenerg-13343	5	19	of	of	ADP
fuelectenerg-13343	5	20	extracted	extract	VERB
fuelectenerg-13343	5	21	summaries	summary	NOUN
fuelectenerg-13343	5	22	.	.	PUNCT
fuelectenerg-13343	6	1	the	the	DET
fuelectenerg-13343	6	2	proposed	propose	VERB
fuelectenerg-13343	6	3	model	model	NOUN
fuelectenerg-13343	6	4	is	be	AUX
fuelectenerg-13343	6	5	evaluated	evaluate	VERB
fuelectenerg-13343	6	6	on	on	ADP
fuelectenerg-13343	6	7	duc	duc	PROPN
fuelectenerg-13343	6	8	2002	2002	NUM
fuelectenerg-13343	6	9	,	,	PUNCT
fuelectenerg-13343	6	10	2003	2003	NUM
fuelectenerg-13343	6	11	,	,	PUNCT
fuelectenerg-13343	6	12	and	and	CCONJ
fuelectenerg-13343	6	13	2005	2005	NUM
fuelectenerg-13343	6	14	datasets	dataset	NOUN
fuelectenerg-13343	6	15	using	use	VERB
fuelectenerg-13343	6	16	rouge	rouge	NOUN
fuelectenerg-13343	6	17	,	,	PUNCT
fuelectenerg-13343	6	18	bleu	bleu	NOUN
fuelectenerg-13343	6	19	,	,	PUNCT
fuelectenerg-13343	6	20	precision	precision	NOUN
fuelectenerg-13343	6	21	,	,	PUNCT
fuelectenerg-13343	6	22	recall	recall	NOUN
fuelectenerg-13343	6	23	,	,	PUNCT
fuelectenerg-13343	6	24	and	and	CCONJ
fuelectenerg-13343	6	25	f1	f1	ADJ
fuelectenerg-13343	6	26	-	-	PUNCT
fuelectenerg-13343	6	27	score	score	NOUN
fuelectenerg-13343	6	28	metrics	metric	NOUN
fuelectenerg-13343	6	29	.	.	PUNCT
fuelectenerg-13343	7	1	comparative	comparative	ADJ
fuelectenerg-13343	7	2	analysis	analysis	NOUN
fuelectenerg-13343	7	3	against	against	ADP
fuelectenerg-13343	7	4	state	state	NOUN
fuelectenerg-13343	7	5	-	-	PUNCT
fuelectenerg-13343	7	6	ofthe	ofthe	NOUN
fuelectenerg-13343	7	7	-	-	PUNCT
fuelectenerg-13343	7	8	art	art	NOUN
fuelectenerg-13343	7	9	optimization	optimization	NOUN
fuelectenerg-13343	7	10	algorithms	algorithm	NOUN
fuelectenerg-13343	7	11	,	,	PUNCT
fuelectenerg-13343	7	12	including	include	VERB
fuelectenerg-13343	7	13	pso	pso	NOUN
fuelectenerg-13343	7	14	,	,	PUNCT
fuelectenerg-13343	7	15	cso	cso	PROPN
fuelectenerg-13343	7	16	,	,	PUNCT
fuelectenerg-13343	7	17	gwo	gwo	PROPN
fuelectenerg-13343	7	18	,	,	PUNCT
fuelectenerg-13343	7	19	bco	bco	NOUN
fuelectenerg-13343	7	20	,	,	PUNCT
fuelectenerg-13343	7	21	qabc	qabc	PROPN
fuelectenerg-13343	7	22	,	,	PUNCT
fuelectenerg-13343	7	23	mcso	mcso	PROPN
fuelectenerg-13343	7	24	,	,	PUNCT
fuelectenerg-13343	7	25	and	and	CCONJ
fuelectenerg-13343	7	26	glo	glo	PROPN
fuelectenerg-13343	7	27	,	,	PUNCT
fuelectenerg-13343	7	28	demonstrates	demonstrate	VERB
fuelectenerg-13343	7	29	that	that	SCONJ
fuelectenerg-13343	7	30	coa	coa	NOUN
fuelectenerg-13343	7	31	outperforms	outperform	VERB
fuelectenerg-13343	7	32	existing	exist	VERB
fuelectenerg-13343	7	33	techniques	technique	NOUN
fuelectenerg-13343	7	34	,	,	PUNCT
fuelectenerg-13343	7	35	achieving	achieve	VERB
fuelectenerg-13343	7	36	higher	high	ADJ
fuelectenerg-13343	7	37	recall	recall	NOUN
fuelectenerg-13343	7	38	and	and	CCONJ
fuelectenerg-13343	7	39	f1	f1	NOUN
fuelectenerg-13343	7	40	scores	score	NOUN
fuelectenerg-13343	7	41	while	while	SCONJ
fuelectenerg-13343	7	42	maintaining	maintain	VERB
fuelectenerg-13343	7	43	competitive	competitive	ADJ
fuelectenerg-13343	7	44	precision	precision	NOUN
fuelectenerg-13343	7	45	.	.	PUNCT
fuelectenerg-13343	8	1	these	these	DET
fuelectenerg-13343	8	2	findings	finding	NOUN
fuelectenerg-13343	8	3	establish	establish	VERB
fuelectenerg-13343	8	4	coa	coa	NOUN
fuelectenerg-13343	8	5	as	as	ADP
fuelectenerg-13343	8	6	an	an	DET
fuelectenerg-13343	8	7	effective	effective	ADJ
fuelectenerg-13343	8	8	optimization	optimization	NOUN
fuelectenerg-13343	8	9	technique	technique	NOUN
fuelectenerg-13343	8	10	for	for	ADP
fuelectenerg-13343	8	11	enhancing	enhance	VERB
fuelectenerg-13343	8	12	automated	automate	VERB
fuelectenerg-13343	8	13	text	text	NOUN
fuelectenerg-13343	8	14	summarization	summarization	NOUN
fuelectenerg-13343	8	15	.	.	PUNCT
fuelectenerg-13343	9	1	key	key	ADJ
fuelectenerg-13343	9	2	words	word	NOUN
fuelectenerg-13343	9	3	:	:	PUNCT
fuelectenerg-13343	9	4	term	term	NOUN
fuelectenerg-13343	9	5	frequency	frequency	NOUN
fuelectenerg-13343	9	6	-	-	PUNCT
fuelectenerg-13343	9	7	inverse	inverse	NOUN
fuelectenerg-13343	9	8	topic	topic	NOUN
fuelectenerg-13343	9	9	frequency	frequency	NOUN
fuelectenerg-13343	9	10	,	,	PUNCT
fuelectenerg-13343	9	11	coati	coati	PROPN
fuelectenerg-13343	9	12	optimization	optimization	NOUN
fuelectenerg-13343	9	13	algorithm	algorithm	NOUN
fuelectenerg-13343	9	14	,	,	PUNCT
fuelectenerg-13343	9	15	vectors	vector	NOUN
fuelectenerg-13343	9	16	,	,	PUNCT
fuelectenerg-13343	9	17	single	single	ADJ
fuelectenerg-13343	9	18	document	document	NOUN
fuelectenerg-13343	9	19	text	text	NOUN
fuelectenerg-13343	9	20	summarization	summarization	NOUN
fuelectenerg-13343	9	21	,	,	PUNCT
fuelectenerg-13343	9	22	rouge	rouge	NOUN
fuelectenerg-13343	9	23	scores	score	NOUN
fuelectenerg-13343	9	24	,	,	PUNCT
fuelectenerg-13343	9	25	bleu	bleu	NOUN
fuelectenerg-13343	9	26	score	score	NOUN
fuelectenerg-13343	9	27	1	1	NUM
fuelectenerg-13343	9	28	.	.	PUNCT
fuelectenerg-13343	9	29	introduction	introduction	NOUN
fuelectenerg-13343	9	30	the	the	DET
fuelectenerg-13343	9	31	major	major	ADJ
fuelectenerg-13343	9	32	aim	aim	NOUN
fuelectenerg-13343	9	33	of	of	ADP
fuelectenerg-13343	9	34	text	text	NOUN
fuelectenerg-13343	9	35	summarization	summarization	NOUN
fuelectenerg-13343	9	36	is	be	AUX
fuelectenerg-13343	9	37	to	to	PART
fuelectenerg-13343	9	38	condense	condense	VERB
fuelectenerg-13343	9	39	long	long	ADV
fuelectenerg-13343	9	40	written	write	VERB
fuelectenerg-13343	9	41	texts	text	NOUN
fuelectenerg-13343	9	42	into	into	ADP
fuelectenerg-13343	9	43	a	a	DET
fuelectenerg-13343	9	44	precise	precise	ADJ
fuelectenerg-13343	9	45	,	,	PUNCT
fuelectenerg-13343	9	46	concise	concise	ADJ
fuelectenerg-13343	9	47	and	and	CCONJ
fuelectenerg-13343	9	48	understandable	understandable	ADJ
fuelectenerg-13343	9	49	format	format	NOUN
fuelectenerg-13343	9	50	which	which	PRON
fuelectenerg-13343	9	51	highlights	highlight	VERB
fuelectenerg-13343	9	52	the	the	DET
fuelectenerg-13343	9	53	most	most	ADV
fuelectenerg-13343	9	54	important	important	ADJ
fuelectenerg-13343	9	55	details	detail	NOUN
fuelectenerg-13343	9	56	from	from	ADP
fuelectenerg-13343	9	57	the	the	DET
fuelectenerg-13343	9	58	original	original	ADJ
fuelectenerg-13343	9	59	source	source	NOUN
fuelectenerg-13343	9	60	.	.	PUNCT
fuelectenerg-13343	10	1	by	by	ADP
fuelectenerg-13343	10	2	picking	pick	VERB
fuelectenerg-13343	10	3	out	out	ADP
fuelectenerg-13343	10	4	important	important	ADJ
fuelectenerg-13343	10	5	lines	line	NOUN
fuelectenerg-13343	10	6	and	and	CCONJ
fuelectenerg-13343	10	7	incorporating	incorporate	VERB
fuelectenerg-13343	10	8	all	all	DET
fuelectenerg-13343	10	9	pertinent	pertinent	ADJ
fuelectenerg-13343	10	10	details	detail	NOUN
fuelectenerg-13343	10	11	from	from	ADP
fuelectenerg-13343	10	12	the	the	DET
fuelectenerg-13343	10	13	source	source	NOUN
fuelectenerg-13343	10	14	text	text	NOUN
fuelectenerg-13343	10	15	,	,	PUNCT
fuelectenerg-13343	10	16	automatic	automatic	ADJ
fuelectenerg-13343	10	17	text	text	NOUN
fuelectenerg-13343	10	18	summarization	summarization	NOUN
fuelectenerg-13343	10	19	creates	create	VERB
fuelectenerg-13343	10	20	summaries	summary	NOUN
fuelectenerg-13343	10	21	.	.	PUNCT
fuelectenerg-13343	11	1	in	in	ADP
fuelectenerg-13343	11	2	natural	natural	ADJ
fuelectenerg-13343	11	3	language	language	NOUN
fuelectenerg-13343	11	4	processing	processing	NOUN
fuelectenerg-13343	11	5	(	(	PUNCT
fuelectenerg-13343	11	6	nlp	nlp	NOUN
fuelectenerg-13343	11	7	)	)	PUNCT
fuelectenerg-13343	11	8	,	,	PUNCT
fuelectenerg-13343	11	9	summarization	summarization	NOUN
fuelectenerg-13343	11	10	is	be	AUX
fuelectenerg-13343	11	11	a	a	DET
fuelectenerg-13343	11	12	major	major	ADJ
fuelectenerg-13343	11	13	challenge	challenge	NOUN
fuelectenerg-13343	11	14	since	since	SCONJ
fuelectenerg-13343	11	15	it	it	PRON
fuelectenerg-13343	11	16	necessitates	necessitate	VERB
fuelectenerg-13343	11	17	received	receive	VERB
fuelectenerg-13343	11	18	december	december	PROPN
fuelectenerg-13343	11	19	19	19	NUM
fuelectenerg-13343	11	20	,	,	PUNCT
fuelectenerg-13343	11	21	2024	2024	NUM
fuelectenerg-13343	11	22	;	;	PUNCT
fuelectenerg-13343	11	23	revised	revise	VERB
fuelectenerg-13343	11	24	march	march	PROPN
fuelectenerg-13343	11	25	01	01	NUM
fuelectenerg-13343	11	26	,	,	PUNCT
fuelectenerg-13343	11	27	2025	2025	NUM
fuelectenerg-13343	11	28	and	and	CCONJ
fuelectenerg-13343	11	29	march	march	PROPN
fuelectenerg-13343	11	30	15	15	NUM
fuelectenerg-13343	11	31	,	,	PUNCT
fuelectenerg-13343	11	32	2025	2025	NUM
fuelectenerg-13343	11	33	;	;	PUNCT
fuelectenerg-13343	11	34	accepted	accept	VERB
fuelectenerg-13343	11	35	march	march	PROPN
fuelectenerg-13343	11	36	17	17	NUM
fuelectenerg-13343	11	37	,	,	PUNCT
fuelectenerg-13343	11	38	2025	2025	NUM
fuelectenerg-13343	11	39	corresponding	correspond	VERB
fuelectenerg-13343	11	40	author	author	NOUN
fuelectenerg-13343	11	41	:	:	PUNCT
fuelectenerg-13343	11	42	jyotirmayee	jyotirmayee	PROPN
fuelectenerg-13343	11	43	rautaray	rautaray	PROPN
fuelectenerg-13343	11	44	department	department	PROPN
fuelectenerg-13343	11	45	of	of	ADP
fuelectenerg-13343	11	46	computer	computer	PROPN
fuelectenerg-13343	11	47	science	science	PROPN
fuelectenerg-13343	11	48	&	&	CCONJ
fuelectenerg-13343	11	49	engineering	engineering	PROPN
fuelectenerg-13343	11	50	,	,	PUNCT
fuelectenerg-13343	11	51	siksha	siksha	VERB
fuelectenerg-13343	11	52	‘	'	PUNCT
fuelectenerg-13343	11	53	o	o	NOUN
fuelectenerg-13343	11	54	’	'	PUNCT
fuelectenerg-13343	11	55	anusandhan	anusandhan	PROPN
fuelectenerg-13343	11	56	(	(	PUNCT
fuelectenerg-13343	11	57	deemed	deem	VERB
fuelectenerg-13343	11	58	to	to	PART
fuelectenerg-13343	11	59	be	be	AUX
fuelectenerg-13343	11	60	university	university	NOUN
fuelectenerg-13343	11	61	)	)	PUNCT
fuelectenerg-13343	11	62	,	,	PUNCT
fuelectenerg-13343	11	63	bhubaneswar-751030	bhubaneswar-751030	NOUN
fuelectenerg-13343	11	64	,	,	PUNCT
fuelectenerg-13343	11	65	odisha	odisha	PROPN
fuelectenerg-13343	11	66	,	,	PUNCT
fuelectenerg-13343	11	67	india	india	PROPN
fuelectenerg-13343	11	68	e	e	PROPN
fuelectenerg-13343	11	69	-	-	NOUN
fuelectenerg-13343	11	70	mail	mail	NOUN
fuelectenerg-13343	11	71	:	:	PUNCT
fuelectenerg-13343	11	72	jyotirmayee.1990@gmail.com	jyotirmayee.1990@gmail.com	PROPN
fuelectenerg-13343	11	73	https://orcid.org/0000-0003-2747-3919	https://orcid.org/0000-0003-2747-3919	PROPN
fuelectenerg-13343	11	74	https://orcid.org/0000-0003-1703-4613	https://orcid.org/0000-0003-1703-4613	PROPN
fuelectenerg-13343	11	75	https://orcid.org/0000/0003/2302-9458	https://orcid.org/0000/0003/2302-9458	PROPN
fuelectenerg-13343	11	76	534	534	NUM
fuelectenerg-13343	11	77	j.	j.	PROPN
fuelectenerg-13343	11	78	rautaray	rautaray	PROPN
fuelectenerg-13343	11	79	,	,	PUNCT
fuelectenerg-13343	11	80	s.	s.	PROPN
fuelectenerg-13343	11	81	panigrahi	panigrahi	PROPN
fuelectenerg-13343	11	82	,	,	PUNCT
fuelectenerg-13343	11	83	a.	a.	PROPN
fuelectenerg-13343	11	84	k.	k.	PROPN
fuelectenerg-13343	11	85	nayak	nayak	PROPN
fuelectenerg-13343	11	86	thorough	thorough	ADJ
fuelectenerg-13343	11	87	text	text	NOUN
fuelectenerg-13343	11	88	analysis	analysis	NOUN
fuelectenerg-13343	11	89	,	,	PUNCT
fuelectenerg-13343	11	90	including	include	VERB
fuelectenerg-13343	11	91	lexical	lexical	ADJ
fuelectenerg-13343	11	92	and	and	CCONJ
fuelectenerg-13343	11	93	semantic	semantic	ADJ
fuelectenerg-13343	11	94	analysis	analysis	NOUN
fuelectenerg-13343	11	95	,	,	PUNCT
fuelectenerg-13343	11	96	in	in	ADP
fuelectenerg-13343	11	97	order	order	NOUN
fuelectenerg-13343	11	98	to	to	PART
fuelectenerg-13343	11	99	generate	generate	VERB
fuelectenerg-13343	11	100	highquality	highquality	NOUN
fuelectenerg-13343	11	101	summaries	summary	NOUN
fuelectenerg-13343	11	102	.	.	PUNCT
fuelectenerg-13343	12	1	the	the	DET
fuelectenerg-13343	12	2	two	two	NUM
fuelectenerg-13343	12	3	primary	primary	ADJ
fuelectenerg-13343	12	4	methods	method	NOUN
fuelectenerg-13343	12	5	of	of	ADP
fuelectenerg-13343	12	6	summarization	summarization	NOUN
fuelectenerg-13343	12	7	are	be	AUX
fuelectenerg-13343	12	8	abstractive	abstractive	ADJ
fuelectenerg-13343	12	9	and	and	CCONJ
fuelectenerg-13343	12	10	extractive	extractive	ADJ
fuelectenerg-13343	12	11	.	.	PUNCT
fuelectenerg-13343	13	1	whereas	whereas	SCONJ
fuelectenerg-13343	13	2	abstractive	abstractive	ADJ
fuelectenerg-13343	13	3	summarization	summarization	NOUN
fuelectenerg-13343	13	4	interprets	interpret	VERB
fuelectenerg-13343	13	5	and	and	CCONJ
fuelectenerg-13343	13	6	rewords	reword	VERB
fuelectenerg-13343	13	7	the	the	DET
fuelectenerg-13343	13	8	essential	essential	ADJ
fuelectenerg-13343	13	9	portions	portion	NOUN
fuelectenerg-13343	13	10	to	to	PART
fuelectenerg-13343	13	11	produce	produce	VERB
fuelectenerg-13343	13	12	the	the	DET
fuelectenerg-13343	13	13	final	final	ADJ
fuelectenerg-13343	13	14	summary	summary	NOUN
fuelectenerg-13343	13	15	,	,	PUNCT
fuelectenerg-13343	13	16	extractive	extractive	ADJ
fuelectenerg-13343	13	17	summarization	summarization	NOUN
fuelectenerg-13343	13	18	finds	find	VERB
fuelectenerg-13343	13	19	and	and	CCONJ
fuelectenerg-13343	13	20	immediately	immediately	ADV
fuelectenerg-13343	13	21	copies	copy	VERB
fuelectenerg-13343	13	22	the	the	DET
fuelectenerg-13343	13	23	most	most	ADV
fuelectenerg-13343	13	24	significant	significant	ADJ
fuelectenerg-13343	13	25	passages	passage	NOUN
fuelectenerg-13343	13	26	from	from	ADP
fuelectenerg-13343	13	27	the	the	DET
fuelectenerg-13343	13	28	source	source	NOUN
fuelectenerg-13343	13	29	material	material	NOUN
fuelectenerg-13343	13	30	into	into	ADP
fuelectenerg-13343	13	31	the	the	DET
fuelectenerg-13343	13	32	summary	summary	NOUN
fuelectenerg-13343	13	33	[	[	X
fuelectenerg-13343	13	34	1][2	1][2	NUM
fuelectenerg-13343	13	35	]	]	PUNCT
fuelectenerg-13343	13	36	.	.	PUNCT
fuelectenerg-13343	14	1	creating	create	VERB
fuelectenerg-13343	14	2	a	a	DET
fuelectenerg-13343	14	3	summary	summary	NOUN
fuelectenerg-13343	14	4	that	that	PRON
fuelectenerg-13343	14	5	successfully	successfully	ADV
fuelectenerg-13343	14	6	communicates	communicate	VERB
fuelectenerg-13343	14	7	the	the	DET
fuelectenerg-13343	14	8	main	main	ADJ
fuelectenerg-13343	14	9	ideas	idea	NOUN
fuelectenerg-13343	14	10	of	of	ADP
fuelectenerg-13343	14	11	the	the	DET
fuelectenerg-13343	14	12	original	original	ADJ
fuelectenerg-13343	14	13	text	text	NOUN
fuelectenerg-13343	14	14	is	be	AUX
fuelectenerg-13343	14	15	the	the	DET
fuelectenerg-13343	14	16	goal	goal	NOUN
fuelectenerg-13343	14	17	of	of	ADP
fuelectenerg-13343	14	18	abstractive	abstractive	ADJ
fuelectenerg-13343	14	19	summarization	summarization	NOUN
fuelectenerg-13343	14	20	,	,	PUNCT
fuelectenerg-13343	14	21	which	which	PRON
fuelectenerg-13343	14	22	frequently	frequently	ADV
fuelectenerg-13343	14	23	involves	involve	VERB
fuelectenerg-13343	14	24	merging	merge	VERB
fuelectenerg-13343	14	25	words	word	NOUN
fuelectenerg-13343	14	26	or	or	CCONJ
fuelectenerg-13343	14	27	phrases	phrase	NOUN
fuelectenerg-13343	14	28	which	which	PRON
fuelectenerg-13343	14	29	are	be	AUX
fuelectenerg-13343	14	30	not	not	PART
fuelectenerg-13343	14	31	found	find	VERB
fuelectenerg-13343	14	32	in	in	ADP
fuelectenerg-13343	14	33	the	the	DET
fuelectenerg-13343	14	34	given	give	VERB
fuelectenerg-13343	14	35	text	text	NOUN
fuelectenerg-13343	14	36	[	[	X
fuelectenerg-13343	14	37	3	3	NUM
fuelectenerg-13343	14	38	]	]	PUNCT
fuelectenerg-13343	14	39	.	.	PUNCT
fuelectenerg-13343	15	1	conversely	conversely	ADV
fuelectenerg-13343	15	2	,	,	PUNCT
fuelectenerg-13343	15	3	extractive	extractive	ADJ
fuelectenerg-13343	15	4	summarizing	summarizing	NOUN
fuelectenerg-13343	15	5	generates	generate	VERB
fuelectenerg-13343	15	6	a	a	DET
fuelectenerg-13343	15	7	summary	summary	NOUN
fuelectenerg-13343	15	8	solely	solely	ADV
fuelectenerg-13343	15	9	from	from	ADP
fuelectenerg-13343	15	10	the	the	DET
fuelectenerg-13343	15	11	original	original	ADJ
fuelectenerg-13343	15	12	material	material	NOUN
fuelectenerg-13343	15	13	by	by	ADP
fuelectenerg-13343	15	14	using	use	VERB
fuelectenerg-13343	15	15	the	the	DET
fuelectenerg-13343	15	16	text	text	NOUN
fuelectenerg-13343	15	17	's	's	PART
fuelectenerg-13343	15	18	original	original	ADJ
fuelectenerg-13343	15	19	words	word	NOUN
fuelectenerg-13343	15	20	,	,	PUNCT
fuelectenerg-13343	15	21	structures	structure	NOUN
fuelectenerg-13343	15	22	,	,	PUNCT
fuelectenerg-13343	15	23	or	or	CCONJ
fuelectenerg-13343	15	24	phrases	phrase	NOUN
fuelectenerg-13343	15	25	.	.	PUNCT
fuelectenerg-13343	16	1	automated	automate	VERB
fuelectenerg-13343	16	2	extractive	extractive	ADJ
fuelectenerg-13343	16	3	text	text	NOUN
fuelectenerg-13343	16	4	summarization	summarization	NOUN
fuelectenerg-13343	16	5	is	be	AUX
fuelectenerg-13343	16	6	a	a	DET
fuelectenerg-13343	16	7	valuable	valuable	ADJ
fuelectenerg-13343	16	8	tool	tool	NOUN
fuelectenerg-13343	16	9	in	in	ADP
fuelectenerg-13343	16	10	education	education	NOUN
fuelectenerg-13343	16	11	,	,	PUNCT
fuelectenerg-13343	16	12	as	as	SCONJ
fuelectenerg-13343	16	13	it	it	PRON
fuelectenerg-13343	16	14	efficiently	efficiently	ADV
fuelectenerg-13343	16	15	extracts	extract	VERB
fuelectenerg-13343	16	16	key	key	ADJ
fuelectenerg-13343	16	17	elements	element	NOUN
fuelectenerg-13343	16	18	without	without	ADP
fuelectenerg-13343	16	19	requiring	require	VERB
fuelectenerg-13343	16	20	manual	manual	ADJ
fuelectenerg-13343	16	21	effort	effort	NOUN
fuelectenerg-13343	16	22	or	or	CCONJ
fuelectenerg-13343	16	23	human	human	ADJ
fuelectenerg-13343	16	24	intervention	intervention	NOUN
fuelectenerg-13343	16	25	[	[	X
fuelectenerg-13343	16	26	4	4	NUM
fuelectenerg-13343	16	27	]	]	PUNCT
fuelectenerg-13343	16	28	.	.	PUNCT
fuelectenerg-13343	17	1	depending	depend	VERB
fuelectenerg-13343	17	2	on	on	ADP
fuelectenerg-13343	17	3	the	the	DET
fuelectenerg-13343	17	4	type	type	NOUN
fuelectenerg-13343	17	5	of	of	ADP
fuelectenerg-13343	17	6	the	the	DET
fuelectenerg-13343	17	7	inputs	input	NOUN
fuelectenerg-13343	17	8	,	,	PUNCT
fuelectenerg-13343	17	9	the	the	DET
fuelectenerg-13343	17	10	documents	document	NOUN
fuelectenerg-13343	17	11	can	can	AUX
fuelectenerg-13343	17	12	be	be	AUX
fuelectenerg-13343	17	13	divided	divide	VERB
fuelectenerg-13343	17	14	into	into	ADP
fuelectenerg-13343	17	15	two	two	NUM
fuelectenerg-13343	17	16	categories	category	NOUN
fuelectenerg-13343	17	17	:	:	PUNCT
fuelectenerg-13343	17	18	single	single	ADJ
fuelectenerg-13343	17	19	-	-	PUNCT
fuelectenerg-13343	17	20	document	document	NOUN
fuelectenerg-13343	17	21	and	and	CCONJ
fuelectenerg-13343	17	22	multi	multi	ADJ
fuelectenerg-13343	17	23	-	-	ADJ
fuelectenerg-13343	17	24	document	document	ADJ
fuelectenerg-13343	17	25	summarization	summarization	NOUN
fuelectenerg-13343	17	26	.	.	PUNCT
fuelectenerg-13343	18	1	in	in	ADP
fuelectenerg-13343	18	2	contrast	contrast	NOUN
fuelectenerg-13343	18	3	to	to	ADP
fuelectenerg-13343	18	4	multi	multi	ADJ
fuelectenerg-13343	18	5	-	-	ADJ
fuelectenerg-13343	18	6	document	document	ADJ
fuelectenerg-13343	18	7	summary	summary	NOUN
fuelectenerg-13343	18	8	,	,	PUNCT
fuelectenerg-13343	18	9	which	which	PRON
fuelectenerg-13343	18	10	entails	entail	VERB
fuelectenerg-13343	18	11	summarizing	summarize	VERB
fuelectenerg-13343	18	12	a	a	DET
fuelectenerg-13343	18	13	group	group	NOUN
fuelectenerg-13343	18	14	of	of	ADP
fuelectenerg-13343	18	15	connected	connected	ADJ
fuelectenerg-13343	18	16	documents	document	NOUN
fuelectenerg-13343	18	17	,	,	PUNCT
fuelectenerg-13343	18	18	this	this	DET
fuelectenerg-13343	18	19	work	work	NOUN
fuelectenerg-13343	18	20	concentrates	concentrate	VERB
fuelectenerg-13343	18	21	on	on	ADP
fuelectenerg-13343	18	22	single	single	ADJ
fuelectenerg-13343	18	23	-	-	PUNCT
fuelectenerg-13343	18	24	document	document	NOUN
fuelectenerg-13343	18	25	text	text	NOUN
fuelectenerg-13343	18	26	summarization	summarization	NOUN
fuelectenerg-13343	18	27	,	,	PUNCT
fuelectenerg-13343	18	28	in	in	ADP
fuelectenerg-13343	18	29	which	which	PRON
fuelectenerg-13343	18	30	the	the	DET
fuelectenerg-13343	18	31	input	input	NOUN
fuelectenerg-13343	18	32	consists	consist	VERB
fuelectenerg-13343	18	33	of	of	ADP
fuelectenerg-13343	18	34	a	a	DET
fuelectenerg-13343	18	35	single	single	ADJ
fuelectenerg-13343	18	36	document	document	NOUN
fuelectenerg-13343	18	37	[	[	X
fuelectenerg-13343	18	38	5	5	NUM
fuelectenerg-13343	18	39	]	]	PUNCT
fuelectenerg-13343	18	40	.	.	PUNCT
fuelectenerg-13343	19	1	summarization	summarization	NOUN
fuelectenerg-13343	19	2	involves	involve	VERB
fuelectenerg-13343	19	3	three	three	NUM
fuelectenerg-13343	19	4	key	key	ADJ
fuelectenerg-13343	19	5	objectives	objective	NOUN
fuelectenerg-13343	19	6	:	:	PUNCT
fuelectenerg-13343	19	7	generating	generate	VERB
fuelectenerg-13343	19	8	the	the	DET
fuelectenerg-13343	19	9	summary	summary	NOUN
fuelectenerg-13343	19	10	from	from	ADP
fuelectenerg-13343	19	11	one	one	NUM
fuelectenerg-13343	19	12	or	or	CCONJ
fuelectenerg-13343	19	13	more	more	ADJ
fuelectenerg-13343	19	14	documents	document	NOUN
fuelectenerg-13343	19	15	,	,	PUNCT
fuelectenerg-13343	19	16	retaining	retain	VERB
fuelectenerg-13343	19	17	essential	essential	ADJ
fuelectenerg-13343	19	18	information	information	NOUN
fuelectenerg-13343	19	19	,	,	PUNCT
fuelectenerg-13343	19	20	and	and	CCONJ
fuelectenerg-13343	19	21	producing	produce	VERB
fuelectenerg-13343	19	22	a	a	DET
fuelectenerg-13343	19	23	concise	concise	ADJ
fuelectenerg-13343	19	24	summary	summary	NOUN
fuelectenerg-13343	20	1	[	[	X
fuelectenerg-13343	20	2	6	6	NUM
fuelectenerg-13343	20	3	]	]	PUNCT
fuelectenerg-13343	20	4	.	.	PUNCT
fuelectenerg-13343	21	1	for	for	ADP
fuelectenerg-13343	21	2	single	single	ADJ
fuelectenerg-13343	21	3	-	-	PUNCT
fuelectenerg-13343	21	4	document	document	NOUN
fuelectenerg-13343	21	5	systems	system	NOUN
fuelectenerg-13343	21	6	,	,	PUNCT
fuelectenerg-13343	21	7	the	the	DET
fuelectenerg-13343	21	8	summary	summary	NOUN
fuelectenerg-13343	21	9	is	be	AUX
fuelectenerg-13343	21	10	generated	generate	VERB
fuelectenerg-13343	21	11	solely	solely	ADV
fuelectenerg-13343	21	12	from	from	ADP
fuelectenerg-13343	21	13	that	that	DET
fuelectenerg-13343	21	14	individual	individual	ADJ
fuelectenerg-13343	21	15	document	document	NOUN
fuelectenerg-13343	21	16	.	.	PUNCT
fuelectenerg-13343	22	1	four	four	NUM
fuelectenerg-13343	22	2	main	main	ADJ
fuelectenerg-13343	22	3	extractive	extractive	ADJ
fuelectenerg-13343	22	4	summarization	summarization	NOUN
fuelectenerg-13343	22	5	techniques	technique	NOUN
fuelectenerg-13343	22	6	are	be	AUX
fuelectenerg-13343	22	7	commonly	commonly	ADV
fuelectenerg-13343	22	8	used	use	VERB
fuelectenerg-13343	22	9	,	,	PUNCT
fuelectenerg-13343	22	10	depending	depend	VERB
fuelectenerg-13343	22	11	on	on	ADP
fuelectenerg-13343	22	12	the	the	DET
fuelectenerg-13343	22	13	text	text	NOUN
fuelectenerg-13343	22	14	:	:	PUNCT
fuelectenerg-13343	22	15	machine	machine	NOUN
fuelectenerg-13343	22	16	learning	learning	NOUN
fuelectenerg-13343	22	17	,	,	PUNCT
fuelectenerg-13343	22	18	meta	meta	NOUN
fuelectenerg-13343	22	19	-	-	PUNCT
fuelectenerg-13343	22	20	heuristics	heuristic	NOUN
fuelectenerg-13343	22	21	,	,	PUNCT
fuelectenerg-13343	22	22	statistical	statistical	ADJ
fuelectenerg-13343	22	23	,	,	PUNCT
fuelectenerg-13343	22	24	and	and	CCONJ
fuelectenerg-13343	22	25	semantic	semantic	ADJ
fuelectenerg-13343	22	26	methods	method	NOUN
fuelectenerg-13343	23	1	[	[	X
fuelectenerg-13343	23	2	7][8	7][8	X
fuelectenerg-13343	23	3	]	]	X
fuelectenerg-13343	23	4	.	.	PUNCT
fuelectenerg-13343	24	1	in	in	ADP
fuelectenerg-13343	24	2	order	order	NOUN
fuelectenerg-13343	24	3	to	to	PART
fuelectenerg-13343	24	4	find	find	VERB
fuelectenerg-13343	24	5	near	near	ADP
fuelectenerg-13343	24	6	-	-	PUNCT
fuelectenerg-13343	24	7	optimal	optimal	ADJ
fuelectenerg-13343	24	8	solutions	solution	NOUN
fuelectenerg-13343	24	9	for	for	ADP
fuelectenerg-13343	24	10	complicated	complicated	ADJ
fuelectenerg-13343	24	11	problems	problem	NOUN
fuelectenerg-13343	24	12	,	,	PUNCT
fuelectenerg-13343	24	13	metaheuristic	metaheuristic	ADJ
fuelectenerg-13343	24	14	optimization	optimization	NOUN
fuelectenerg-13343	24	15	algorithms	algorithm	NOUN
fuelectenerg-13343	24	16	use	use	VERB
fuelectenerg-13343	24	17	techniques	technique	NOUN
fuelectenerg-13343	24	18	modelled	model	VERB
fuelectenerg-13343	24	19	after	after	ADP
fuelectenerg-13343	24	20	natural	natural	ADJ
fuelectenerg-13343	24	21	processes	process	NOUN
fuelectenerg-13343	24	22	,	,	PUNCT
fuelectenerg-13343	24	23	such	such	ADJ
fuelectenerg-13343	24	24	as	as	ADP
fuelectenerg-13343	24	25	evolution	evolution	NOUN
fuelectenerg-13343	24	26	or	or	CCONJ
fuelectenerg-13343	24	27	swarm	swarm	NOUN
fuelectenerg-13343	24	28	activity	activity	NOUN
fuelectenerg-13343	24	29	,	,	PUNCT
fuelectenerg-13343	24	30	to	to	PART
fuelectenerg-13343	24	31	explore	explore	VERB
fuelectenerg-13343	24	32	the	the	DET
fuelectenerg-13343	24	33	solution	solution	NOUN
fuelectenerg-13343	24	34	space	space	NOUN
fuelectenerg-13343	24	35	.	.	PUNCT
fuelectenerg-13343	25	1	coati	coati	PROPN
fuelectenerg-13343	25	2	optimization	optimization	PROPN
fuelectenerg-13343	25	3	,	,	PUNCT
fuelectenerg-13343	25	4	a	a	DET
fuelectenerg-13343	25	5	metaheuristic	metaheuristic	ADJ
fuelectenerg-13343	25	6	approach	approach	NOUN
fuelectenerg-13343	25	7	,	,	PUNCT
fuelectenerg-13343	25	8	emulates	emulate	VERB
fuelectenerg-13343	25	9	the	the	DET
fuelectenerg-13343	25	10	foraging	forage	VERB
fuelectenerg-13343	25	11	behavior	behavior	NOUN
fuelectenerg-13343	25	12	of	of	ADP
fuelectenerg-13343	25	13	coatis	coatis	NOUN
fuelectenerg-13343	25	14	,	,	PUNCT
fuelectenerg-13343	25	15	balancing	balance	VERB
fuelectenerg-13343	25	16	exploration	exploration	NOUN
fuelectenerg-13343	25	17	and	and	CCONJ
fuelectenerg-13343	25	18	exploitation	exploitation	NOUN
fuelectenerg-13343	25	19	by	by	ADP
fuelectenerg-13343	25	20	simulating	simulate	VERB
fuelectenerg-13343	25	21	their	their	PRON
fuelectenerg-13343	25	22	adaptive	adaptive	ADJ
fuelectenerg-13343	25	23	and	and	CCONJ
fuelectenerg-13343	25	24	dynamic	dynamic	ADJ
fuelectenerg-13343	25	25	search	search	NOUN
fuelectenerg-13343	25	26	strategies	strategy	NOUN
fuelectenerg-13343	25	27	to	to	PART
fuelectenerg-13343	25	28	find	find	VERB
fuelectenerg-13343	25	29	optimal	optimal	ADJ
fuelectenerg-13343	25	30	solutions	solution	NOUN
fuelectenerg-13343	25	31	[	[	X
fuelectenerg-13343	25	32	9	9	NUM
fuelectenerg-13343	25	33	]	]	PUNCT
fuelectenerg-13343	25	34	.	.	PUNCT
fuelectenerg-13343	26	1	recent	recent	ADJ
fuelectenerg-13343	26	2	advancements	advancement	NOUN
fuelectenerg-13343	26	3	have	have	AUX
fuelectenerg-13343	26	4	focused	focus	VERB
fuelectenerg-13343	26	5	on	on	ADP
fuelectenerg-13343	26	6	refining	refine	VERB
fuelectenerg-13343	26	7	these	these	DET
fuelectenerg-13343	26	8	models	model	NOUN
fuelectenerg-13343	26	9	with	with	ADP
fuelectenerg-13343	26	10	attention	attention	NOUN
fuelectenerg-13343	26	11	mechanisms	mechanism	NOUN
fuelectenerg-13343	26	12	and	and	CCONJ
fuelectenerg-13343	26	13	finetuning	finetune	VERB
fuelectenerg-13343	26	14	on	on	ADP
fuelectenerg-13343	26	15	large	large	ADJ
fuelectenerg-13343	26	16	datasets	dataset	NOUN
fuelectenerg-13343	26	17	to	to	PART
fuelectenerg-13343	26	18	generate	generate	VERB
fuelectenerg-13343	26	19	more	more	ADV
fuelectenerg-13343	26	20	accurate	accurate	ADJ
fuelectenerg-13343	26	21	and	and	CCONJ
fuelectenerg-13343	26	22	context	context	NOUN
fuelectenerg-13343	26	23	-	-	PUNCT
fuelectenerg-13343	26	24	aware	aware	ADJ
fuelectenerg-13343	26	25	summaries	summary	NOUN
fuelectenerg-13343	26	26	[	[	X
fuelectenerg-13343	26	27	10	10	NUM
fuelectenerg-13343	26	28	]	]	PUNCT
fuelectenerg-13343	26	29	.	.	PUNCT
fuelectenerg-13343	27	1	regardless	regardless	ADV
fuelectenerg-13343	27	2	of	of	ADP
fuelectenerg-13343	27	3	previous	previous	ADJ
fuelectenerg-13343	27	4	summaries	summary	NOUN
fuelectenerg-13343	27	5	,	,	PUNCT
fuelectenerg-13343	27	6	the	the	DET
fuelectenerg-13343	27	7	main	main	ADJ
fuelectenerg-13343	27	8	goal	goal	NOUN
fuelectenerg-13343	27	9	is	be	AUX
fuelectenerg-13343	27	10	to	to	PART
fuelectenerg-13343	27	11	quickly	quickly	ADV
fuelectenerg-13343	27	12	create	create	VERB
fuelectenerg-13343	27	13	one	one	NUM
fuelectenerg-13343	27	14	from	from	ADP
fuelectenerg-13343	27	15	a	a	DET
fuelectenerg-13343	27	16	given	give	VERB
fuelectenerg-13343	27	17	text	text	NOUN
fuelectenerg-13343	27	18	or	or	CCONJ
fuelectenerg-13343	27	19	collection	collection	NOUN
fuelectenerg-13343	27	20	of	of	ADP
fuelectenerg-13343	27	21	documents	document	NOUN
fuelectenerg-13343	27	22	using	use	VERB
fuelectenerg-13343	27	23	a	a	DET
fuelectenerg-13343	27	24	variety	variety	NOUN
fuelectenerg-13343	27	25	of	of	ADP
fuelectenerg-13343	27	26	methods	method	NOUN
fuelectenerg-13343	27	27	and	and	CCONJ
fuelectenerg-13343	27	28	algorithms	algorithm	NOUN
fuelectenerg-13343	27	29	.	.	PUNCT
fuelectenerg-13343	28	1	the	the	DET
fuelectenerg-13343	28	2	goal	goal	NOUN
fuelectenerg-13343	28	3	of	of	ADP
fuelectenerg-13343	28	4	metaheuristic	metaheuristic	ADJ
fuelectenerg-13343	28	5	algorithms	algorithm	NOUN
fuelectenerg-13343	28	6	in	in	ADP
fuelectenerg-13343	28	7	this	this	DET
fuelectenerg-13343	28	8	context	context	NOUN
fuelectenerg-13343	28	9	is	be	AUX
fuelectenerg-13343	28	10	to	to	PART
fuelectenerg-13343	28	11	identify	identify	VERB
fuelectenerg-13343	28	12	high	high	ADJ
fuelectenerg-13343	28	13	-	-	PUNCT
fuelectenerg-13343	28	14	scoring	scoring	NOUN
fuelectenerg-13343	28	15	phrases	phrase	NOUN
fuelectenerg-13343	28	16	.	.	PUNCT
fuelectenerg-13343	29	1	these	these	DET
fuelectenerg-13343	29	2	methods	method	NOUN
fuelectenerg-13343	29	3	are	be	AUX
fuelectenerg-13343	29	4	employed	employ	VERB
fuelectenerg-13343	29	5	in	in	ADP
fuelectenerg-13343	29	6	text	text	NOUN
fuelectenerg-13343	29	7	summaries	summary	NOUN
fuelectenerg-13343	29	8	to	to	PART
fuelectenerg-13343	29	9	choose	choose	VERB
fuelectenerg-13343	29	10	the	the	DET
fuelectenerg-13343	29	11	best	good	ADJ
fuelectenerg-13343	29	12	or	or	CCONJ
fuelectenerg-13343	29	13	nearly	nearly	ADV
fuelectenerg-13343	29	14	best	good	ADJ
fuelectenerg-13343	29	15	collection	collection	NOUN
fuelectenerg-13343	29	16	of	of	ADP
fuelectenerg-13343	29	17	sentences	sentence	NOUN
fuelectenerg-13343	29	18	that	that	PRON
fuelectenerg-13343	29	19	create	create	VERB
fuelectenerg-13343	29	20	an	an	DET
fuelectenerg-13343	29	21	understandable	understandable	ADJ
fuelectenerg-13343	29	22	and	and	CCONJ
fuelectenerg-13343	29	23	instructive	instructive	ADJ
fuelectenerg-13343	29	24	synopsis	synopsis	NOUN
fuelectenerg-13343	29	25	.	.	PUNCT
fuelectenerg-13343	30	1	examples	example	NOUN
fuelectenerg-13343	30	2	include	include	VERB
fuelectenerg-13343	30	3	genetic	genetic	ADJ
fuelectenerg-13343	30	4	algorithms	algorithm	NOUN
fuelectenerg-13343	30	5	and	and	CCONJ
fuelectenerg-13343	30	6	other	other	ADJ
fuelectenerg-13343	30	7	optimization	optimization	NOUN
fuelectenerg-13343	30	8	methods	method	NOUN
fuelectenerg-13343	30	9	[	[	X
fuelectenerg-13343	30	10	11][12][13	11][12][13	NUM
fuelectenerg-13343	30	11	]	]	PUNCT
fuelectenerg-13343	30	12	.	.	PUNCT
fuelectenerg-13343	31	1	an	an	DET
fuelectenerg-13343	31	2	innovative	innovative	ADJ
fuelectenerg-13343	31	3	optimization	optimization	NOUN
fuelectenerg-13343	31	4	method	method	NOUN
fuelectenerg-13343	31	5	that	that	PRON
fuelectenerg-13343	31	6	draws	draw	VERB
fuelectenerg-13343	31	7	inspiration	inspiration	NOUN
fuelectenerg-13343	31	8	from	from	ADP
fuelectenerg-13343	31	9	coatis	coatis	NOUN
fuelectenerg-13343	31	10	'	'	PART
fuelectenerg-13343	31	11	natural	natural	ADJ
fuelectenerg-13343	31	12	behaviors	behavior	NOUN
fuelectenerg-13343	31	13	is	be	AUX
fuelectenerg-13343	31	14	the	the	DET
fuelectenerg-13343	31	15	coati	coati	PROPN
fuelectenerg-13343	31	16	optimization	optimization	NOUN
fuelectenerg-13343	31	17	algorithm	algorithm	NOUN
fuelectenerg-13343	31	18	(	(	PUNCT
fuelectenerg-13343	31	19	coa	coa	NOUN
fuelectenerg-13343	31	20	)	)	PUNCT
fuelectenerg-13343	31	21	.	.	PUNCT
fuelectenerg-13343	32	1	coa	coa	PROPN
fuelectenerg-13343	32	2	provides	provide	VERB
fuelectenerg-13343	32	3	a	a	DET
fuelectenerg-13343	32	4	number	number	NOUN
fuelectenerg-13343	32	5	of	of	ADP
fuelectenerg-13343	32	6	benefits	benefit	NOUN
fuelectenerg-13343	32	7	for	for	ADP
fuelectenerg-13343	32	8	resolving	resolve	VERB
fuelectenerg-13343	32	9	global	global	ADJ
fuelectenerg-13343	32	10	optimization	optimization	NOUN
fuelectenerg-13343	32	11	issues	issue	NOUN
fuelectenerg-13343	32	12	,	,	PUNCT
fuelectenerg-13343	32	13	including	include	VERB
fuelectenerg-13343	32	14	the	the	DET
fuelectenerg-13343	32	15	elimination	elimination	NOUN
fuelectenerg-13343	32	16	of	of	ADP
fuelectenerg-13343	32	17	the	the	DET
fuelectenerg-13343	32	18	need	need	NOUN
fuelectenerg-13343	32	19	for	for	ADP
fuelectenerg-13343	32	20	parameter	parameter	NOUN
fuelectenerg-13343	32	21	adjustments	adjustment	NOUN
fuelectenerg-13343	32	22	due	due	ADP
fuelectenerg-13343	32	23	to	to	ADP
fuelectenerg-13343	32	24	its	its	PRON
fuelectenerg-13343	32	25	lack	lack	NOUN
fuelectenerg-13343	32	26	of	of	ADP
fuelectenerg-13343	32	27	control	control	NOUN
fuelectenerg-13343	32	28	parameters	parameter	NOUN
fuelectenerg-13343	32	29	and	and	CCONJ
fuelectenerg-13343	32	30	its	its	PRON
fuelectenerg-13343	32	31	high	high	ADJ
fuelectenerg-13343	32	32	effectiveness	effectiveness	NOUN
fuelectenerg-13343	32	33	in	in	ADP
fuelectenerg-13343	32	34	addressing	address	VERB
fuelectenerg-13343	32	35	a	a	DET
fuelectenerg-13343	32	36	big	big	ADJ
fuelectenerg-13343	32	37	range	range	NOUN
fuelectenerg-13343	32	38	of	of	ADP
fuelectenerg-13343	32	39	optimization	optimization	NOUN
fuelectenerg-13343	32	40	problems	problem	NOUN
fuelectenerg-13343	32	41	in	in	ADP
fuelectenerg-13343	32	42	different	different	ADJ
fuelectenerg-13343	32	43	scientific	scientific	ADJ
fuelectenerg-13343	32	44	domains	domain	NOUN
fuelectenerg-13343	32	45	,	,	PUNCT
fuelectenerg-13343	32	46	including	include	VERB
fuelectenerg-13343	32	47	intricate	intricate	ADJ
fuelectenerg-13343	32	48	high	high	ADJ
fuelectenerg-13343	32	49	-	-	PUNCT
fuelectenerg-13343	32	50	dimensional	dimensional	ADJ
fuelectenerg-13343	32	51	issues	issue	NOUN
fuelectenerg-13343	32	52	.	.	PUNCT
fuelectenerg-13343	33	1	1.1	1.1	NUM
fuelectenerg-13343	33	2	.	.	PUNCT
fuelectenerg-13343	33	3	contribution	contribution	NOUN
fuelectenerg-13343	33	4	▪	▪	ADJ
fuelectenerg-13343	33	5	an	an	DET
fuelectenerg-13343	33	6	organized	organized	ADJ
fuelectenerg-13343	33	7	method	method	NOUN
fuelectenerg-13343	33	8	for	for	ADP
fuelectenerg-13343	33	9	summarizing	summarize	VERB
fuelectenerg-13343	33	10	a	a	DET
fuelectenerg-13343	33	11	single	single	ADJ
fuelectenerg-13343	33	12	document	document	NOUN
fuelectenerg-13343	33	13	that	that	PRON
fuelectenerg-13343	33	14	includes	include	VERB
fuelectenerg-13343	33	15	tf	tf	PROPN
fuelectenerg-13343	33	16	-	-	PUNCT
fuelectenerg-13343	33	17	itf	itf	NOUN
fuelectenerg-13343	33	18	feature	feature	NOUN
fuelectenerg-13343	33	19	extraction	extraction	NOUN
fuelectenerg-13343	33	20	and	and	CCONJ
fuelectenerg-13343	33	21	thorough	thorough	ADJ
fuelectenerg-13343	33	22	text	text	NOUN
fuelectenerg-13343	33	23	preprocessing	preprocessing	NOUN
fuelectenerg-13343	33	24	,	,	PUNCT
fuelectenerg-13343	33	25	improving	improve	VERB
fuelectenerg-13343	33	26	the	the	DET
fuelectenerg-13343	33	27	accuracy	accuracy	NOUN
fuelectenerg-13343	33	28	and	and	CCONJ
fuelectenerg-13343	33	29	applicability	applicability	NOUN
fuelectenerg-13343	33	30	of	of	ADP
fuelectenerg-13343	33	31	the	the	DET
fuelectenerg-13343	33	32	summaries	summary	NOUN
fuelectenerg-13343	33	33	.	.	PUNCT
fuelectenerg-13343	34	1	▪	▪	NOUN
fuelectenerg-13343	34	2	this	this	DET
fuelectenerg-13343	34	3	paper	paper	NOUN
fuelectenerg-13343	34	4	introduces	introduce	VERB
fuelectenerg-13343	34	5	the	the	DET
fuelectenerg-13343	34	6	innovative	innovative	ADJ
fuelectenerg-13343	34	7	use	use	NOUN
fuelectenerg-13343	34	8	of	of	ADP
fuelectenerg-13343	34	9	the	the	DET
fuelectenerg-13343	34	10	coa	coa	NOUN
fuelectenerg-13343	34	11	for	for	ADP
fuelectenerg-13343	34	12	summary	summary	NOUN
fuelectenerg-13343	34	13	generation	generation	NOUN
fuelectenerg-13343	34	14	,	,	PUNCT
fuelectenerg-13343	34	15	optimizing	optimize	VERB
fuelectenerg-13343	34	16	vector	vector	NOUN
fuelectenerg-13343	34	17	-	-	PUNCT
fuelectenerg-13343	34	18	based	base	VERB
fuelectenerg-13343	34	19	processes	process	NOUN
fuelectenerg-13343	34	20	with	with	ADP
fuelectenerg-13343	34	21	a	a	DET
fuelectenerg-13343	34	22	unique	unique	ADJ
fuelectenerg-13343	34	23	fitness	fitness	NOUN
fuelectenerg-13343	34	24	function	function	NOUN
fuelectenerg-13343	34	25	,	,	PUNCT
fuelectenerg-13343	34	26	achieving	achieve	VERB
fuelectenerg-13343	34	27	greater	great	ADJ
fuelectenerg-13343	34	28	efficiency	efficiency	NOUN
fuelectenerg-13343	34	29	compared	compare	VERB
fuelectenerg-13343	34	30	to	to	ADP
fuelectenerg-13343	34	31	traditional	traditional	ADJ
fuelectenerg-13343	34	32	methods	method	NOUN
fuelectenerg-13343	34	33	.	.	PUNCT
fuelectenerg-13343	35	1	improving	improve	VERB
fuelectenerg-13343	35	2	extractive	extractive	ADJ
fuelectenerg-13343	35	3	text	text	NOUN
fuelectenerg-13343	35	4	summarization	summarization	NOUN
fuelectenerg-13343	35	5	via	via	ADP
fuelectenerg-13343	35	6	efficient	efficient	ADJ
fuelectenerg-13343	35	7	coati	coati	PROPN
fuelectenerg-13343	35	8	algorithm	algorithm	NOUN
fuelectenerg-13343	35	9	for	for	ADP
fuelectenerg-13343	35	10	single	single	ADJ
fuelectenerg-13343	35	11	document	document	NOUN
fuelectenerg-13343	35	12	535	535	NUM
fuelectenerg-13343	35	13	▪	▪	NOUN
fuelectenerg-13343	35	14	the	the	DET
fuelectenerg-13343	35	15	study	study	NOUN
fuelectenerg-13343	35	16	uses	use	VERB
fuelectenerg-13343	35	17	rouge	rouge	NOUN
fuelectenerg-13343	35	18	scores	score	NOUN
fuelectenerg-13343	35	19	,	,	PUNCT
fuelectenerg-13343	35	20	bleu	bleu	NOUN
fuelectenerg-13343	35	21	scores	score	NOUN
fuelectenerg-13343	35	22	,	,	PUNCT
fuelectenerg-13343	35	23	accuracy	accuracy	NOUN
fuelectenerg-13343	35	24	,	,	PUNCT
fuelectenerg-13343	35	25	recall	recall	NOUN
fuelectenerg-13343	35	26	,	,	PUNCT
fuelectenerg-13343	35	27	and	and	CCONJ
fuelectenerg-13343	35	28	f	f	X
fuelectenerg-13343	35	29	-	-	PUNCT
fuelectenerg-13343	35	30	score	score	NOUN
fuelectenerg-13343	35	31	metrics	metric	NOUN
fuelectenerg-13343	35	32	to	to	PART
fuelectenerg-13343	35	33	statistically	statistically	ADV
fuelectenerg-13343	35	34	assess	assess	VERB
fuelectenerg-13343	35	35	the	the	DET
fuelectenerg-13343	35	36	efficacy	efficacy	NOUN
fuelectenerg-13343	35	37	of	of	ADP
fuelectenerg-13343	35	38	the	the	DET
fuelectenerg-13343	35	39	coa	coa	NOUN
fuelectenerg-13343	35	40	on	on	ADP
fuelectenerg-13343	35	41	the	the	DET
fuelectenerg-13343	35	42	duc	duc	PROPN
fuelectenerg-13343	35	43	2002	2002	NUM
fuelectenerg-13343	35	44	,	,	PUNCT
fuelectenerg-13343	35	45	2003	2003	NUM
fuelectenerg-13343	35	46	,	,	PUNCT
fuelectenerg-13343	35	47	and	and	CCONJ
fuelectenerg-13343	35	48	2005	2005	NUM
fuelectenerg-13343	35	49	datasets	dataset	NOUN
fuelectenerg-13343	35	50	.	.	PUNCT
fuelectenerg-13343	36	1	it	it	PRON
fuelectenerg-13343	36	2	shows	show	VERB
fuelectenerg-13343	36	3	that	that	SCONJ
fuelectenerg-13343	36	4	the	the	DET
fuelectenerg-13343	36	5	coa	coa	NOUN
fuelectenerg-13343	36	6	can	can	AUX
fuelectenerg-13343	36	7	generate	generate	VERB
fuelectenerg-13343	36	8	clear	clear	ADJ
fuelectenerg-13343	36	9	and	and	CCONJ
fuelectenerg-13343	36	10	insightful	insightful	ADJ
fuelectenerg-13343	36	11	summaries	summary	NOUN
fuelectenerg-13343	36	12	from	from	ADP
fuelectenerg-13343	36	13	complicated	complicated	ADJ
fuelectenerg-13343	36	14	textual	textual	ADJ
fuelectenerg-13343	36	15	material	material	NOUN
fuelectenerg-13343	36	16	.	.	PUNCT
fuelectenerg-13343	37	1	structure	structure	NOUN
fuelectenerg-13343	37	2	of	of	ADP
fuelectenerg-13343	37	3	the	the	DET
fuelectenerg-13343	37	4	paper	paper	NOUN
fuelectenerg-13343	37	5	:	:	PUNCT
fuelectenerg-13343	37	6	section	section	NOUN
fuelectenerg-13343	37	7	1	1	NUM
fuelectenerg-13343	37	8	provides	provide	VERB
fuelectenerg-13343	37	9	an	an	DET
fuelectenerg-13343	37	10	overview	overview	NOUN
fuelectenerg-13343	37	11	of	of	ADP
fuelectenerg-13343	37	12	text	text	NOUN
fuelectenerg-13343	37	13	summarization	summarization	NOUN
fuelectenerg-13343	37	14	and	and	CCONJ
fuelectenerg-13343	37	15	its	its	PRON
fuelectenerg-13343	37	16	various	various	ADJ
fuelectenerg-13343	37	17	forms	form	NOUN
fuelectenerg-13343	37	18	;	;	PUNCT
fuelectenerg-13343	37	19	section	section	NOUN
fuelectenerg-13343	37	20	2	2	NUM
fuelectenerg-13343	37	21	reviews	review	VERB
fuelectenerg-13343	37	22	the	the	DET
fuelectenerg-13343	37	23	literature	literature	NOUN
fuelectenerg-13343	37	24	on	on	ADP
fuelectenerg-13343	37	25	document	document	NOUN
fuelectenerg-13343	37	26	summarization	summarization	NOUN
fuelectenerg-13343	37	27	using	use	VERB
fuelectenerg-13343	37	28	various	various	ADJ
fuelectenerg-13343	37	29	methods	method	NOUN
fuelectenerg-13343	37	30	and	and	CCONJ
fuelectenerg-13343	37	31	algorithms	algorithm	NOUN
fuelectenerg-13343	37	32	;	;	PUNCT
fuelectenerg-13343	37	33	section	section	NOUN
fuelectenerg-13343	37	34	3	3	NUM
fuelectenerg-13343	37	35	introduces	introduce	NOUN
fuelectenerg-13343	37	36	the	the	DET
fuelectenerg-13343	37	37	proposed	propose	VERB
fuelectenerg-13343	37	38	model	model	NOUN
fuelectenerg-13343	37	39	,	,	PUNCT
fuelectenerg-13343	37	40	methods	method	NOUN
fuelectenerg-13343	37	41	,	,	PUNCT
fuelectenerg-13343	37	42	and	and	CCONJ
fuelectenerg-13343	37	43	coa	coa	NOUN
fuelectenerg-13343	37	44	;	;	PUNCT
fuelectenerg-13343	37	45	section	section	NOUN
fuelectenerg-13343	37	46	4	4	NUM
fuelectenerg-13343	37	47	covers	cover	VERB
fuelectenerg-13343	37	48	the	the	DET
fuelectenerg-13343	37	49	research	research	NOUN
fuelectenerg-13343	37	50	findings	finding	NOUN
fuelectenerg-13343	37	51	and	and	CCONJ
fuelectenerg-13343	37	52	result	result	VERB
fuelectenerg-13343	37	53	analysis	analysis	NOUN
fuelectenerg-13343	37	54	;	;	PUNCT
fuelectenerg-13343	37	55	and	and	CCONJ
fuelectenerg-13343	37	56	section	section	NOUN
fuelectenerg-13343	37	57	5	5	NUM
fuelectenerg-13343	37	58	concludes	conclude	VERB
fuelectenerg-13343	37	59	the	the	DET
fuelectenerg-13343	37	60	study	study	NOUN
fuelectenerg-13343	37	61	.	.	PUNCT
fuelectenerg-13343	38	1	2	2	X
fuelectenerg-13343	38	2	.	.	NUM
fuelectenerg-13343	38	3	related	relate	VERB
fuelectenerg-13343	38	4	works	work	NOUN
fuelectenerg-13343	38	5	while	while	SCONJ
fuelectenerg-13343	38	6	multi	multi	ADJ
fuelectenerg-13343	38	7	-	-	ADJ
fuelectenerg-13343	38	8	document	document	ADJ
fuelectenerg-13343	38	9	summarizing	summarizing	NOUN
fuelectenerg-13343	38	10	entails	entail	VERB
fuelectenerg-13343	38	11	producing	produce	VERB
fuelectenerg-13343	38	12	a	a	DET
fuelectenerg-13343	38	13	summary	summary	NOUN
fuelectenerg-13343	38	14	from	from	ADP
fuelectenerg-13343	38	15	several	several	ADJ
fuelectenerg-13343	38	16	papers	paper	NOUN
fuelectenerg-13343	38	17	,	,	PUNCT
fuelectenerg-13343	38	18	single	single	ADJ
fuelectenerg-13343	38	19	-	-	PUNCT
fuelectenerg-13343	38	20	document	document	NOUN
fuelectenerg-13343	38	21	summarization	summarization	NOUN
fuelectenerg-13343	38	22	creates	create	VERB
fuelectenerg-13343	38	23	a	a	DET
fuelectenerg-13343	38	24	summary	summary	NOUN
fuelectenerg-13343	38	25	from	from	ADP
fuelectenerg-13343	38	26	a	a	DET
fuelectenerg-13343	38	27	single	single	ADJ
fuelectenerg-13343	38	28	document	document	NOUN
fuelectenerg-13343	38	29	.	.	PUNCT
fuelectenerg-13343	39	1	while	while	SCONJ
fuelectenerg-13343	39	2	it	it	PRON
fuelectenerg-13343	39	3	is	be	AUX
fuelectenerg-13343	39	4	possible	possible	ADJ
fuelectenerg-13343	39	5	to	to	PART
fuelectenerg-13343	39	6	apply	apply	VERB
fuelectenerg-13343	39	7	single	single	ADJ
fuelectenerg-13343	39	8	-	-	PUNCT
fuelectenerg-13343	39	9	document	document	NOUN
fuelectenerg-13343	39	10	summary	summary	NOUN
fuelectenerg-13343	39	11	techniques	technique	NOUN
fuelectenerg-13343	39	12	to	to	PART
fuelectenerg-13343	39	13	multi	multi	ADJ
fuelectenerg-13343	39	14	-	-	ADJ
fuelectenerg-13343	39	15	document	document	ADJ
fuelectenerg-13343	39	16	summarization	summarization	NOUN
fuelectenerg-13343	39	17	,	,	PUNCT
fuelectenerg-13343	39	18	summarizing	summarize	VERB
fuelectenerg-13343	39	19	several	several	ADJ
fuelectenerg-13343	39	20	documents	document	NOUN
fuelectenerg-13343	39	21	is	be	AUX
fuelectenerg-13343	39	22	far	far	ADV
fuelectenerg-13343	39	23	more	more	ADV
fuelectenerg-13343	39	24	difficult	difficult	ADJ
fuelectenerg-13343	39	25	.	.	PUNCT
fuelectenerg-13343	40	1	this	this	DET
fuelectenerg-13343	40	2	section	section	NOUN
fuelectenerg-13343	40	3	examines	examine	VERB
fuelectenerg-13343	40	4	previous	previous	ADJ
fuelectenerg-13343	40	5	attempts	attempt	NOUN
fuelectenerg-13343	40	6	in	in	ADP
fuelectenerg-13343	40	7	the	the	DET
fuelectenerg-13343	40	8	literature	literature	NOUN
fuelectenerg-13343	40	9	on	on	ADP
fuelectenerg-13343	40	10	text	text	NOUN
fuelectenerg-13343	40	11	summarization	summarization	NOUN
fuelectenerg-13343	40	12	and	and	CCONJ
fuelectenerg-13343	40	13	looks	look	VERB
fuelectenerg-13343	40	14	at	at	ADP
fuelectenerg-13343	40	15	several	several	ADJ
fuelectenerg-13343	40	16	optimization	optimization	NOUN
fuelectenerg-13343	40	17	techniques	technique	NOUN
fuelectenerg-13343	40	18	and	and	CCONJ
fuelectenerg-13343	40	19	algorithms	algorithm	NOUN
fuelectenerg-13343	40	20	that	that	PRON
fuelectenerg-13343	40	21	have	have	AUX
fuelectenerg-13343	40	22	been	be	AUX
fuelectenerg-13343	40	23	put	put	VERB
fuelectenerg-13343	40	24	forth	forth	ADP
fuelectenerg-13343	40	25	for	for	ADP
fuelectenerg-13343	40	26	this	this	DET
fuelectenerg-13343	40	27	aim	aim	NOUN
fuelectenerg-13343	40	28	.	.	PUNCT
fuelectenerg-13343	41	1	cheng	cheng	PROPN
fuelectenerg-13343	41	2	et	et	PROPN
fuelectenerg-13343	41	3	al	al	PROPN
fuelectenerg-13343	41	4	.	.	PUNCT
fuelectenerg-13343	42	1	[	[	X
fuelectenerg-13343	42	2	14	14	NUM
fuelectenerg-13343	42	3	]	]	PUNCT
fuelectenerg-13343	42	4	proposed	propose	VERB
fuelectenerg-13343	42	5	a	a	DET
fuelectenerg-13343	42	6	data	data	NOUN
fuelectenerg-13343	42	7	-	-	PUNCT
fuelectenerg-13343	42	8	driven	drive	VERB
fuelectenerg-13343	42	9	approach	approach	NOUN
fuelectenerg-13343	42	10	leveraging	leverage	VERB
fuelectenerg-13343	42	11	continuous	continuous	ADJ
fuelectenerg-13343	42	12	sentence	sentence	NOUN
fuelectenerg-13343	42	13	features	feature	NOUN
fuelectenerg-13343	42	14	and	and	CCONJ
fuelectenerg-13343	42	15	neural	neural	ADJ
fuelectenerg-13343	42	16	networks	network	NOUN
fuelectenerg-13343	42	17	.	.	PUNCT
fuelectenerg-13343	43	1	they	they	PRON
fuelectenerg-13343	43	2	developed	develop	VERB
fuelectenerg-13343	43	3	a	a	DET
fuelectenerg-13343	43	4	hierarchical	hierarchical	ADJ
fuelectenerg-13343	43	5	document	document	NOUN
fuelectenerg-13343	43	6	-	-	PUNCT
fuelectenerg-13343	43	7	based	base	VERB
fuelectenerg-13343	43	8	framework	framework	NOUN
fuelectenerg-13343	43	9	to	to	PART
fuelectenerg-13343	43	10	support	support	VERB
fuelectenerg-13343	43	11	single	single	ADJ
fuelectenerg-13343	43	12	-	-	PUNCT
fuelectenerg-13343	43	13	document	document	NOUN
fuelectenerg-13343	43	14	summarization	summarization	NOUN
fuelectenerg-13343	43	15	.	.	PUNCT
fuelectenerg-13343	44	1	the	the	DET
fuelectenerg-13343	44	2	models	model	NOUN
fuelectenerg-13343	44	3	are	be	AUX
fuelectenerg-13343	44	4	trained	train	VERB
fuelectenerg-13343	44	5	with	with	ADP
fuelectenerg-13343	44	6	very	very	ADV
fuelectenerg-13343	44	7	big	big	ADJ
fuelectenerg-13343	44	8	datasets	dataset	NOUN
fuelectenerg-13343	44	9	large	large	ADJ
fuelectenerg-13343	44	10	number	number	NOUN
fuelectenerg-13343	44	11	of	of	ADP
fuelectenerg-13343	44	12	document	document	NOUN
fuelectenerg-13343	44	13	-	-	PUNCT
fuelectenerg-13343	44	14	summary	summary	NOUN
fuelectenerg-13343	44	15	pairs	pair	NOUN
fuelectenerg-13343	44	16	,	,	PUNCT
fuelectenerg-13343	44	17	without	without	ADP
fuelectenerg-13343	44	18	relying	rely	VERB
fuelectenerg-13343	44	19	on	on	ADP
fuelectenerg-13343	44	20	language	language	NOUN
fuelectenerg-13343	44	21	annotations	annotation	NOUN
fuelectenerg-13343	44	22	.	.	PUNCT
fuelectenerg-13343	45	1	two	two	NUM
fuelectenerg-13343	45	2	types	type	NOUN
fuelectenerg-13343	45	3	of	of	ADP
fuelectenerg-13343	45	4	models	model	NOUN
fuelectenerg-13343	45	5	were	be	AUX
fuelectenerg-13343	45	6	created	create	VERB
fuelectenerg-13343	45	7	,	,	PUNCT
fuelectenerg-13343	45	8	focusing	focus	VERB
fuelectenerg-13343	45	9	on	on	ADP
fuelectenerg-13343	45	10	word	word	NOUN
fuelectenerg-13343	45	11	and	and	CCONJ
fuelectenerg-13343	45	12	phrase	phrase	NOUN
fuelectenerg-13343	45	13	extraction	extraction	NOUN
fuelectenerg-13343	45	14	.	.	PUNCT
fuelectenerg-13343	46	1	this	this	DET
fuelectenerg-13343	46	2	approach	approach	NOUN
fuelectenerg-13343	46	3	enables	enable	VERB
fuelectenerg-13343	46	4	the	the	DET
fuelectenerg-13343	46	5	models	model	NOUN
fuelectenerg-13343	46	6	to	to	PART
fuelectenerg-13343	46	7	learn	learn	VERB
fuelectenerg-13343	46	8	informativeness	informativeness	ADJ
fuelectenerg-13343	46	9	characteristics	characteristic	NOUN
fuelectenerg-13343	46	10	through	through	ADP
fuelectenerg-13343	46	11	continuous	continuous	ADJ
fuelectenerg-13343	46	12	approximations	approximation	NOUN
fuelectenerg-13343	46	13	,	,	PUNCT
fuelectenerg-13343	46	14	enhancing	enhance	VERB
fuelectenerg-13343	46	15	the	the	DET
fuelectenerg-13343	46	16	summarization	summarization	NOUN
fuelectenerg-13343	46	17	process	process	NOUN
fuelectenerg-13343	46	18	.	.	PUNCT
fuelectenerg-13343	47	1	kryściński	kryściński	PROPN
fuelectenerg-13343	47	2	et	et	PROPN
fuelectenerg-13343	47	3	al	al	PROPN
fuelectenerg-13343	47	4	.	.	PUNCT
fuelectenerg-13343	48	1	[	[	X
fuelectenerg-13343	48	2	15	15	NUM
fuelectenerg-13343	48	3	]	]	PUNCT
fuelectenerg-13343	48	4	proposed	propose	VERB
fuelectenerg-13343	48	5	a	a	DET
fuelectenerg-13343	48	6	model	model	NOUN
fuelectenerg-13343	48	7	-	-	PUNCT
fuelectenerg-13343	48	8	based	base	VERB
fuelectenerg-13343	48	9	,	,	PUNCT
fuelectenerg-13343	48	10	weakly	weakly	ADV
fuelectenerg-13343	48	11	-	-	PUNCT
fuelectenerg-13343	48	12	supervised	supervise	VERB
fuelectenerg-13343	48	13	approach	approach	NOUN
fuelectenerg-13343	48	14	for	for	ADP
fuelectenerg-13343	48	15	detecting	detect	VERB
fuelectenerg-13343	48	16	discrepancies	discrepancy	NOUN
fuelectenerg-13343	48	17	and	and	CCONJ
fuelectenerg-13343	48	18	verifying	verify	VERB
fuelectenerg-13343	48	19	factual	factual	ADJ
fuelectenerg-13343	48	20	consistency	consistency	NOUN
fuelectenerg-13343	48	21	between	between	ADP
fuelectenerg-13343	48	22	source	source	NOUN
fuelectenerg-13343	48	23	documents	document	NOUN
fuelectenerg-13343	48	24	and	and	CCONJ
fuelectenerg-13343	48	25	generated	generate	VERB
fuelectenerg-13343	48	26	summaries	summary	NOUN
fuelectenerg-13343	48	27	.	.	PUNCT
fuelectenerg-13343	49	1	sentences	sentence	NOUN
fuelectenerg-13343	49	2	from	from	ADP
fuelectenerg-13343	49	3	source	source	NOUN
fuelectenerg-13343	49	4	texts	text	NOUN
fuelectenerg-13343	49	5	are	be	AUX
fuelectenerg-13343	49	6	modified	modify	VERB
fuelectenerg-13343	49	7	using	use	VERB
fuelectenerg-13343	49	8	rule	rule	NOUN
fuelectenerg-13343	49	9	-	-	PUNCT
fuelectenerg-13343	49	10	based	base	VERB
fuelectenerg-13343	49	11	transformations	transformation	NOUN
fuelectenerg-13343	49	12	to	to	PART
fuelectenerg-13343	49	13	create	create	VERB
fuelectenerg-13343	49	14	training	training	NOUN
fuelectenerg-13343	49	15	data	datum	NOUN
fuelectenerg-13343	49	16	.	.	PUNCT
fuelectenerg-13343	50	1	the	the	DET
fuelectenerg-13343	50	2	model	model	NOUN
fuelectenerg-13343	50	3	is	be	AUX
fuelectenerg-13343	50	4	trained	train	VERB
fuelectenerg-13343	50	5	on	on	ADP
fuelectenerg-13343	50	6	three	three	NUM
fuelectenerg-13343	50	7	key	key	ADJ
fuelectenerg-13343	50	8	tasks	task	NOUN
fuelectenerg-13343	50	9	:	:	PUNCT
fuelectenerg-13343	50	10	1	1	X
fuelectenerg-13343	50	11	)	)	PUNCT
fuelectenerg-13343	50	12	assessing	assess	VERB
fuelectenerg-13343	50	13	whether	whether	SCONJ
fuelectenerg-13343	50	14	sentences	sentence	NOUN
fuelectenerg-13343	50	15	retain	retain	VERB
fuelectenerg-13343	50	16	factual	factual	ADJ
fuelectenerg-13343	50	17	consistency	consistency	NOUN
fuelectenerg-13343	50	18	after	after	ADP
fuelectenerg-13343	50	19	translation	translation	NOUN
fuelectenerg-13343	50	20	;	;	PUNCT
fuelectenerg-13343	50	21	2	2	X
fuelectenerg-13343	50	22	)	)	PUNCT
fuelectenerg-13343	50	23	extracting	extract	VERB
fuelectenerg-13343	50	24	a	a	DET
fuelectenerg-13343	50	25	supporting	support	VERB
fuelectenerg-13343	50	26	span	span	NOUN
fuelectenerg-13343	50	27	from	from	ADP
fuelectenerg-13343	50	28	the	the	DET
fuelectenerg-13343	50	29	source	source	NOUN
fuelectenerg-13343	50	30	documents	document	NOUN
fuelectenerg-13343	50	31	that	that	PRON
fuelectenerg-13343	50	32	upholds	uphold	VERB
fuelectenerg-13343	50	33	the	the	DET
fuelectenerg-13343	50	34	consistency	consistency	NOUN
fuelectenerg-13343	50	35	assumption	assumption	NOUN
fuelectenerg-13343	50	36	;	;	PUNCT
fuelectenerg-13343	50	37	and	and	CCONJ
fuelectenerg-13343	50	38	3	3	X
fuelectenerg-13343	50	39	)	)	PUNCT
fuelectenerg-13343	50	40	identifying	identify	VERB
fuelectenerg-13343	50	41	any	any	DET
fuelectenerg-13343	50	42	incongruent	incongruent	ADJ
fuelectenerg-13343	50	43	spans	span	NOUN
fuelectenerg-13343	50	44	from	from	ADP
fuelectenerg-13343	50	45	the	the	DET
fuelectenerg-13343	50	46	summary	summary	NOUN
fuelectenerg-13343	50	47	sentence	sentence	NOUN
fuelectenerg-13343	50	48	.	.	PUNCT
fuelectenerg-13343	51	1	debnath	debnath	NOUN
fuelectenerg-13343	51	2	,	,	PUNCT
fuelectenerg-13343	51	3	d	d	PROPN
fuelectenerg-13343	51	4	et	et	PROPN
fuelectenerg-13343	51	5	al	al	PROPN
fuelectenerg-13343	51	6	.	.	PUNCT
fuelectenerg-13343	52	1	[	[	X
fuelectenerg-13343	52	2	16	16	NUM
fuelectenerg-13343	52	3	]	]	PUNCT
fuelectenerg-13343	52	4	proposed	propose	VERB
fuelectenerg-13343	52	5	an	an	DET
fuelectenerg-13343	52	6	archive	archive	NOUN
fuelectenerg-13343	52	7	-	-	PUNCT
fuelectenerg-13343	52	8	based	base	VERB
fuelectenerg-13343	52	9	micro	micro	NOUN
fuelectenerg-13343	52	10	genetic-2	genetic-2	NOUN
fuelectenerg-13343	52	11	algorithm	algorithm	NOUN
fuelectenerg-13343	52	12	to	to	PART
fuelectenerg-13343	52	13	tackle	tackle	VERB
fuelectenerg-13343	52	14	the	the	DET
fuelectenerg-13343	52	15	multi	multi	ADJ
fuelectenerg-13343	52	16	-	-	ADJ
fuelectenerg-13343	52	17	objective	objective	ADJ
fuelectenerg-13343	52	18	extractive	extractive	ADJ
fuelectenerg-13343	52	19	single	single	ADJ
fuelectenerg-13343	52	20	document	document	NOUN
fuelectenerg-13343	52	21	summarization	summarization	NOUN
fuelectenerg-13343	52	22	problem	problem	NOUN
fuelectenerg-13343	52	23	.	.	PUNCT
fuelectenerg-13343	53	1	the	the	DET
fuelectenerg-13343	53	2	evaluation	evaluation	NOUN
fuelectenerg-13343	53	3	was	be	AUX
fuelectenerg-13343	53	4	conducted	conduct	VERB
fuelectenerg-13343	53	5	using	use	VERB
fuelectenerg-13343	53	6	the	the	DET
fuelectenerg-13343	53	7	duc-2001	duc-2001	NOUN
fuelectenerg-13343	53	8	and	and	CCONJ
fuelectenerg-13343	53	9	duc-2002	duc-2002	NOUN
fuelectenerg-13343	53	10	datasets	dataset	NOUN
fuelectenerg-13343	53	11	,	,	PUNCT
fuelectenerg-13343	53	12	and	and	CCONJ
fuelectenerg-13343	53	13	the	the	DET
fuelectenerg-13343	53	14	results	result	NOUN
fuelectenerg-13343	53	15	were	be	AUX
fuelectenerg-13343	53	16	compared	compare	VERB
fuelectenerg-13343	53	17	with	with	ADP
fuelectenerg-13343	53	18	previous	previous	ADJ
fuelectenerg-13343	53	19	methods	method	NOUN
fuelectenerg-13343	53	20	using	use	VERB
fuelectenerg-13343	53	21	rouge	rouge	NOUN
fuelectenerg-13343	53	22	metrics	metric	NOUN
fuelectenerg-13343	53	23	.	.	PUNCT
fuelectenerg-13343	54	1	timea	timea	VERB
fuelectenerg-13343	54	2	bezdan	bezdan	PROPN
fuelectenerg-13343	54	3	et	et	PROPN
fuelectenerg-13343	54	4	al	al	PROPN
fuelectenerg-13343	54	5	.	.	PUNCT
fuelectenerg-13343	55	1	[	[	X
fuelectenerg-13343	55	2	17	17	NUM
fuelectenerg-13343	55	3	]	]	PUNCT
fuelectenerg-13343	55	4	introduced	introduce	VERB
fuelectenerg-13343	55	5	a	a	DET
fuelectenerg-13343	55	6	hybrid	hybrid	ADJ
fuelectenerg-13343	55	7	ffo	ffo	NOUN
fuelectenerg-13343	55	8	method	method	NOUN
fuelectenerg-13343	55	9	that	that	PRON
fuelectenerg-13343	55	10	outperforms	outperform	VERB
fuelectenerg-13343	55	11	k	k	NOUN
fuelectenerg-13343	55	12	-	-	PUNCT
fuelectenerg-13343	55	13	means	means	NOUN
fuelectenerg-13343	55	14	for	for	ADP
fuelectenerg-13343	55	15	text	text	NOUN
fuelectenerg-13343	55	16	document	document	NOUN
fuelectenerg-13343	55	17	clustering	cluster	VERB
fuelectenerg-13343	55	18	.	.	PUNCT
fuelectenerg-13343	56	1	the	the	DET
fuelectenerg-13343	56	2	case	case	NOUN
fuelectenerg-13343	56	3	study	study	NOUN
fuelectenerg-13343	56	4	,	,	PUNCT
fuelectenerg-13343	56	5	which	which	PRON
fuelectenerg-13343	56	6	examined	examine	VERB
fuelectenerg-13343	56	7	text	text	NOUN
fuelectenerg-13343	56	8	documents	document	NOUN
fuelectenerg-13343	56	9	with	with	ADP
fuelectenerg-13343	56	10	limited	limited	ADJ
fuelectenerg-13343	56	11	functionalities	functionality	NOUN
fuelectenerg-13343	56	12	,	,	PUNCT
fuelectenerg-13343	56	13	demonstrated	demonstrate	VERB
fuelectenerg-13343	56	14	the	the	DET
fuelectenerg-13343	56	15	effectiveness	effectiveness	NOUN
fuelectenerg-13343	56	16	of	of	ADP
fuelectenerg-13343	56	17	that	that	DET
fuelectenerg-13343	56	18	given	give	VERB
fuelectenerg-13343	56	19	approach	approach	NOUN
fuelectenerg-13343	56	20	.	.	PUNCT
fuelectenerg-13343	57	1	debnath	debnath	PROPN
fuelectenerg-13343	57	2	,	,	PUNCT
fuelectenerg-13343	57	3	d	d	PROPN
fuelectenerg-13343	57	4	et	et	PROPN
fuelectenerg-13343	57	5	al	al	PROPN
fuelectenerg-13343	57	6	.	.	PUNCT
fuelectenerg-13343	58	1	[	[	X
fuelectenerg-13343	58	2	18	18	NUM
fuelectenerg-13343	58	3	]	]	PUNCT
fuelectenerg-13343	58	4	addressed	address	VERB
fuelectenerg-13343	58	5	a	a	DET
fuelectenerg-13343	58	6	single	single	ADJ
fuelectenerg-13343	58	7	-	-	PUNCT
fuelectenerg-13343	58	8	document	document	NOUN
fuelectenerg-13343	58	9	extraction	extraction	NOUN
fuelectenerg-13343	58	10	problem	problem	NOUN
fuelectenerg-13343	58	11	for	for	ADP
fuelectenerg-13343	58	12	automated	automate	VERB
fuelectenerg-13343	58	13	text	text	NOUN
fuelectenerg-13343	58	14	summarization	summarization	NOUN
fuelectenerg-13343	58	15	and	and	CCONJ
fuelectenerg-13343	58	16	used	use	VERB
fuelectenerg-13343	58	17	cat	cat	NOUN
fuelectenerg-13343	58	18	swarm	swarm	NOUN
fuelectenerg-13343	58	19	optimization	optimization	NOUN
fuelectenerg-13343	58	20	(	(	PUNCT
fuelectenerg-13343	58	21	cso	cso	PROPN
fuelectenerg-13343	58	22	)	)	PUNCT
fuelectenerg-13343	58	23	.	.	PUNCT
fuelectenerg-13343	59	1	cso	cso	PROPN
fuelectenerg-13343	59	2	aims	aim	VERB
fuelectenerg-13343	59	3	to	to	PART
fuelectenerg-13343	59	4	produce	produce	VERB
fuelectenerg-13343	59	5	useful	useful	ADJ
fuelectenerg-13343	59	6	,	,	PUNCT
fuelectenerg-13343	59	7	redundant	redundant	ADJ
fuelectenerg-13343	59	8	-	-	PUNCT
fuelectenerg-13343	59	9	free	free	ADJ
fuelectenerg-13343	59	10	summaries	summary	NOUN
fuelectenerg-13343	59	11	with	with	ADP
fuelectenerg-13343	59	12	ample	ample	ADJ
fuelectenerg-13343	59	13	coverage	coverage	NOUN
fuelectenerg-13343	59	14	.	.	PUNCT
fuelectenerg-13343	60	1	compared	compare	VERB
fuelectenerg-13343	60	2	to	to	ADP
fuelectenerg-13343	60	3	the	the	DET
fuelectenerg-13343	60	4	leading	lead	VERB
fuelectenerg-13343	60	5	dataset	dataset	NOUN
fuelectenerg-13343	60	6	techniques	technique	NOUN
fuelectenerg-13343	60	7	,	,	PUNCT
fuelectenerg-13343	60	8	rouge-1	rouge-1	PROPN
fuelectenerg-13343	60	9	and	and	CCONJ
fuelectenerg-13343	60	10	rouge-2	rouge-2	NUM
fuelectenerg-13343	60	11	scores	score	NOUN
fuelectenerg-13343	60	12	improved	improve	VERB
fuelectenerg-13343	60	13	by	by	ADP
fuelectenerg-13343	60	14	25	25	NUM
fuelectenerg-13343	60	15	%	%	NOUN
fuelectenerg-13343	60	16	and	and	CCONJ
fuelectenerg-13343	60	17	5	5	NUM
fuelectenerg-13343	60	18	%	%	NOUN
fuelectenerg-13343	60	19	,	,	PUNCT
fuelectenerg-13343	60	20	respectively	respectively	ADV
fuelectenerg-13343	60	21	.	.	PUNCT
fuelectenerg-13343	61	1	pati	pati	PROPN
fuelectenerg-13343	61	2	and	and	CCONJ
fuelectenerg-13343	61	3	rautray	rautray	VERB
fuelectenerg-13343	61	4	et	et	PROPN
fuelectenerg-13343	61	5	al	al	PROPN
fuelectenerg-13343	61	6	.	.	PUNCT
fuelectenerg-13343	62	1	[	[	X
fuelectenerg-13343	62	2	19	19	NUM
fuelectenerg-13343	62	3	]	]	PUNCT
fuelectenerg-13343	62	4	employed	employ	VERB
fuelectenerg-13343	62	5	the	the	DET
fuelectenerg-13343	62	6	duc	duc	PROPN
fuelectenerg-13343	62	7	2003	2003	NUM
fuelectenerg-13343	62	8	dataset	dataset	VERB
fuelectenerg-13343	62	9	to	to	PART
fuelectenerg-13343	62	10	showcase	showcase	VERB
fuelectenerg-13343	62	11	the	the	DET
fuelectenerg-13343	62	12	superior	superior	ADJ
fuelectenerg-13343	62	13	performance	performance	NOUN
fuelectenerg-13343	62	14	of	of	ADP
fuelectenerg-13343	62	15	cuckoo	cuckoo	NOUN
fuelectenerg-13343	62	16	search	search	NOUN
fuelectenerg-13343	62	17	(	(	PUNCT
fuelectenerg-13343	62	18	cs	cs	PROPN
fuelectenerg-13343	62	19	)	)	PUNCT
fuelectenerg-13343	62	20	for	for	ADP
fuelectenerg-13343	62	21	single	single	ADJ
fuelectenerg-13343	62	22	-	-	PUNCT
fuelectenerg-13343	62	23	document	document	NOUN
fuelectenerg-13343	62	24	extractive	extractive	ADJ
fuelectenerg-13343	62	25	summarization	summarization	NOUN
fuelectenerg-13343	62	26	,	,	PUNCT
fuelectenerg-13343	62	27	comparing	compare	VERB
fuelectenerg-13343	62	28	it	it	PRON
fuelectenerg-13343	62	29	with	with	ADP
fuelectenerg-13343	62	30	the	the	DET
fuelectenerg-13343	62	31	firefly	firefly	NOUN
fuelectenerg-13343	62	32	algorithm	algorithm	NOUN
fuelectenerg-13343	62	33	(	(	PUNCT
fuelectenerg-13343	62	34	ffa	ffa	PROPN
fuelectenerg-13343	62	35	)	)	PUNCT
fuelectenerg-13343	62	36	and	and	CCONJ
fuelectenerg-13343	62	37	ant	ant	ADJ
fuelectenerg-13343	62	38	colony	colony	NOUN
fuelectenerg-13343	62	39	optimization	optimization	NOUN
fuelectenerg-13343	62	40	(	(	PUNCT
fuelectenerg-13343	62	41	aco	aco	PROPN
fuelectenerg-13343	62	42	)	)	PUNCT
fuelectenerg-13343	62	43	.	.	PUNCT
fuelectenerg-13343	63	1	536	536	NUM
fuelectenerg-13343	63	2	j.	j.	PROPN
fuelectenerg-13343	63	3	rautaray	rautaray	PROPN
fuelectenerg-13343	63	4	,	,	PUNCT
fuelectenerg-13343	63	5	s.	s.	PROPN
fuelectenerg-13343	63	6	panigrahi	panigrahi	PROPN
fuelectenerg-13343	63	7	,	,	PUNCT
fuelectenerg-13343	63	8	a.	a.	PROPN
fuelectenerg-13343	63	9	k.	k.	PROPN
fuelectenerg-13343	63	10	nayak	nayak	PROPN
fuelectenerg-13343	63	11	svore	svore	PROPN
fuelectenerg-13343	63	12	et	et	PROPN
fuelectenerg-13343	63	13	al	al	PROPN
fuelectenerg-13343	63	14	.	.	PUNCT
fuelectenerg-13343	64	1	[	[	X
fuelectenerg-13343	64	2	20	20	NUM
fuelectenerg-13343	64	3	]	]	PUNCT
fuelectenerg-13343	64	4	introduced	introduce	VERB
fuelectenerg-13343	64	5	netsum	netsum	PROPN
fuelectenerg-13343	64	6	,	,	PUNCT
fuelectenerg-13343	64	7	a	a	DET
fuelectenerg-13343	64	8	novel	novel	ADJ
fuelectenerg-13343	64	9	automated	automate	VERB
fuelectenerg-13343	64	10	summarization	summarization	NOUN
fuelectenerg-13343	64	11	method	method	NOUN
fuelectenerg-13343	64	12	utilizing	utilize	VERB
fuelectenerg-13343	64	13	neural	neural	ADJ
fuelectenerg-13343	64	14	networks	network	NOUN
fuelectenerg-13343	64	15	.	.	PUNCT
fuelectenerg-13343	65	1	in	in	ADP
fuelectenerg-13343	65	2	this	this	DET
fuelectenerg-13343	65	3	approach	approach	NOUN
fuelectenerg-13343	65	4	,	,	PUNCT
fuelectenerg-13343	65	5	each	each	DET
fuelectenerg-13343	65	6	sentence	sentence	NOUN
fuelectenerg-13343	65	7	is	be	AUX
fuelectenerg-13343	65	8	analyzed	analyze	VERB
fuelectenerg-13343	65	9	based	base	VERB
fuelectenerg-13343	65	10	on	on	ADP
fuelectenerg-13343	65	11	a	a	DET
fuelectenerg-13343	65	12	set	set	NOUN
fuelectenerg-13343	65	13	of	of	ADP
fuelectenerg-13343	65	14	features	feature	NOUN
fuelectenerg-13343	65	15	that	that	PRON
fuelectenerg-13343	65	16	highlight	highlight	VERB
fuelectenerg-13343	65	17	its	its	PRON
fuelectenerg-13343	65	18	importance	importance	NOUN
fuelectenerg-13343	65	19	within	within	ADP
fuelectenerg-13343	65	20	the	the	DET
fuelectenerg-13343	65	21	text	text	NOUN
fuelectenerg-13343	65	22	.	.	PUNCT
fuelectenerg-13343	66	1	the	the	DET
fuelectenerg-13343	66	2	method	method	NOUN
fuelectenerg-13343	66	3	incorporates	incorporate	VERB
fuelectenerg-13343	66	4	advanced	advanced	ADJ
fuelectenerg-13343	66	5	features	feature	NOUN
fuelectenerg-13343	66	6	derived	derive	VERB
fuelectenerg-13343	66	7	from	from	ADP
fuelectenerg-13343	66	8	wikipedia	wikipedia	PROPN
fuelectenerg-13343	66	9	entities	entity	NOUN
fuelectenerg-13343	66	10	and	and	CCONJ
fuelectenerg-13343	66	11	recent	recent	ADJ
fuelectenerg-13343	66	12	search	search	NOUN
fuelectenerg-13343	66	13	query	query	NOUN
fuelectenerg-13343	66	14	data	datum	NOUN
fuelectenerg-13343	66	15	.	.	PUNCT
fuelectenerg-13343	67	1	mandal	mandal	PROPN
fuelectenerg-13343	67	2	,	,	PUNCT
fuelectenerg-13343	67	3	s	s	VERB
fuelectenerg-13343	67	4	et	et	NOUN
fuelectenerg-13343	67	5	al	al	PROPN
fuelectenerg-13343	67	6	.	.	PUNCT
fuelectenerg-13343	68	1	[	[	X
fuelectenerg-13343	68	2	21	21	NUM
fuelectenerg-13343	68	3	]	]	PUNCT
fuelectenerg-13343	68	4	proposed	propose	VERB
fuelectenerg-13343	68	5	a	a	DET
fuelectenerg-13343	68	6	method	method	NOUN
fuelectenerg-13343	68	7	combining	combine	VERB
fuelectenerg-13343	68	8	sentiment	sentiment	NOUN
fuelectenerg-13343	68	9	analysis	analysis	NOUN
fuelectenerg-13343	68	10	,	,	PUNCT
fuelectenerg-13343	68	11	language	language	NOUN
fuelectenerg-13343	68	12	scoring	scoring	NOUN
fuelectenerg-13343	68	13	,	,	PUNCT
fuelectenerg-13343	68	14	and	and	CCONJ
fuelectenerg-13343	68	15	cuckoo	cuckoo	NOUN
fuelectenerg-13343	68	16	search	search	NOUN
fuelectenerg-13343	68	17	(	(	PUNCT
fuelectenerg-13343	68	18	cs	cs	ADJ
fuelectenerg-13343	68	19	)	)	PUNCT
fuelectenerg-13343	68	20	computation	computation	NOUN
fuelectenerg-13343	68	21	.	.	PUNCT
fuelectenerg-13343	69	1	the	the	DET
fuelectenerg-13343	69	2	approach	approach	NOUN
fuelectenerg-13343	69	3	uses	use	VERB
fuelectenerg-13343	69	4	sentence	sentence	NOUN
fuelectenerg-13343	69	5	scoring	scoring	NOUN
fuelectenerg-13343	69	6	techniques	technique	NOUN
fuelectenerg-13343	69	7	to	to	PART
fuelectenerg-13343	69	8	evaluate	evaluate	VERB
fuelectenerg-13343	69	9	phrases	phrase	NOUN
fuelectenerg-13343	69	10	based	base	VERB
fuelectenerg-13343	69	11	on	on	ADP
fuelectenerg-13343	69	12	mathematical	mathematical	ADJ
fuelectenerg-13343	69	13	frameworks	framework	NOUN
fuelectenerg-13343	69	14	,	,	PUNCT
fuelectenerg-13343	69	15	and	and	CCONJ
fuelectenerg-13343	69	16	cs	cs	ADJ
fuelectenerg-13343	69	17	computation	computation	NOUN
fuelectenerg-13343	69	18	is	be	AUX
fuelectenerg-13343	69	19	then	then	ADV
fuelectenerg-13343	69	20	applied	apply	VERB
fuelectenerg-13343	69	21	to	to	PART
fuelectenerg-13343	69	22	select	select	VERB
fuelectenerg-13343	69	23	the	the	DET
fuelectenerg-13343	69	24	most	most	ADV
fuelectenerg-13343	69	25	suitable	suitable	ADJ
fuelectenerg-13343	69	26	phrases	phrase	NOUN
fuelectenerg-13343	69	27	for	for	ADP
fuelectenerg-13343	69	28	generating	generate	VERB
fuelectenerg-13343	69	29	the	the	DET
fuelectenerg-13343	69	30	summary	summary	NOUN
fuelectenerg-13343	69	31	.	.	PUNCT
fuelectenerg-13343	70	1	jain	jain	PROPN
fuelectenerg-13343	70	2	et	et	PROPN
fuelectenerg-13343	70	3	al	al	PROPN
fuelectenerg-13343	70	4	.	.	PUNCT
fuelectenerg-13343	71	1	[	[	X
fuelectenerg-13343	71	2	22	22	NUM
fuelectenerg-13343	71	3	]	]	PUNCT
fuelectenerg-13343	71	4	proposed	propose	VERB
fuelectenerg-13343	71	5	using	use	VERB
fuelectenerg-13343	71	6	the	the	DET
fuelectenerg-13343	71	7	pso	pso	NOUN
fuelectenerg-13343	71	8	algorithm	algorithm	NOUN
fuelectenerg-13343	71	9	for	for	ADP
fuelectenerg-13343	71	10	text	text	NOUN
fuelectenerg-13343	71	11	summarization	summarization	NOUN
fuelectenerg-13343	71	12	in	in	ADP
fuelectenerg-13343	71	13	the	the	DET
fuelectenerg-13343	71	14	punjabi	punjabi	NOUN
fuelectenerg-13343	71	15	language	language	NOUN
fuelectenerg-13343	71	16	.	.	PUNCT
fuelectenerg-13343	72	1	the	the	DET
fuelectenerg-13343	72	2	search	search	NOUN
fuelectenerg-13343	72	3	process	process	NOUN
fuelectenerg-13343	72	4	is	be	AUX
fuelectenerg-13343	72	5	conducted	conduct	VERB
fuelectenerg-13343	72	6	by	by	ADP
fuelectenerg-13343	72	7	rapidly	rapidly	ADV
fuelectenerg-13343	72	8	moving	move	VERB
fuelectenerg-13343	72	9	particles	particle	NOUN
fuelectenerg-13343	72	10	that	that	PRON
fuelectenerg-13343	72	11	update	update	VERB
fuelectenerg-13343	72	12	their	their	PRON
fuelectenerg-13343	72	13	positions	position	NOUN
fuelectenerg-13343	72	14	and	and	CCONJ
fuelectenerg-13343	72	15	velocities	velocity	NOUN
fuelectenerg-13343	72	16	at	at	ADP
fuelectenerg-13343	72	17	the	the	DET
fuelectenerg-13343	72	18	end	end	NOUN
fuelectenerg-13343	72	19	of	of	ADP
fuelectenerg-13343	72	20	each	each	DET
fuelectenerg-13343	72	21	iteration	iteration	NOUN
fuelectenerg-13343	72	22	.	.	PUNCT
fuelectenerg-13343	73	1	throughout	throughout	ADP
fuelectenerg-13343	73	2	the	the	DET
fuelectenerg-13343	73	3	generations	generation	NOUN
fuelectenerg-13343	73	4	,	,	PUNCT
fuelectenerg-13343	73	5	the	the	DET
fuelectenerg-13343	73	6	algorithm	algorithm	NOUN
fuelectenerg-13343	73	7	continuously	continuously	ADV
fuelectenerg-13343	73	8	updates	update	VERB
fuelectenerg-13343	73	9	the	the	DET
fuelectenerg-13343	73	10	personal	personal	ADJ
fuelectenerg-13343	73	11	best	good	ADJ
fuelectenerg-13343	73	12	and	and	CCONJ
fuelectenerg-13343	73	13	global	global	ADJ
fuelectenerg-13343	73	14	best	good	ADJ
fuelectenerg-13343	73	15	solutions	solution	NOUN
fuelectenerg-13343	73	16	.	.	PUNCT
fuelectenerg-13343	74	1	zhang	zhang	PROPN
fuelectenerg-13343	74	2	et	et	PROPN
fuelectenerg-13343	74	3	al	al	PROPN
fuelectenerg-13343	74	4	.	.	PUNCT
fuelectenerg-13343	75	1	[	[	X
fuelectenerg-13343	75	2	33	33	NUM
fuelectenerg-13343	75	3	]	]	PUNCT
fuelectenerg-13343	75	4	proposed	propose	VERB
fuelectenerg-13343	75	5	a	a	DET
fuelectenerg-13343	75	6	comprehensive	comprehensive	ADJ
fuelectenerg-13343	75	7	survey	survey	NOUN
fuelectenerg-13343	75	8	on	on	ADP
fuelectenerg-13343	75	9	text	text	NOUN
fuelectenerg-13343	75	10	summarization	summarization	NOUN
fuelectenerg-13343	75	11	,	,	PUNCT
fuelectenerg-13343	75	12	transitioning	transition	VERB
fuelectenerg-13343	75	13	from	from	ADP
fuelectenerg-13343	75	14	statistical	statistical	ADJ
fuelectenerg-13343	75	15	methods	method	NOUN
fuelectenerg-13343	75	16	to	to	ADP
fuelectenerg-13343	75	17	large	large	ADJ
fuelectenerg-13343	75	18	language	language	NOUN
fuelectenerg-13343	75	19	models	model	NOUN
fuelectenerg-13343	75	20	(	(	PUNCT
fuelectenerg-13343	75	21	llms	llm	NOUN
fuelectenerg-13343	75	22	)	)	PUNCT
fuelectenerg-13343	75	23	.	.	PUNCT
fuelectenerg-13343	76	1	it	it	PRON
fuelectenerg-13343	76	2	reviewed	review	VERB
fuelectenerg-13343	76	3	advancements	advancement	NOUN
fuelectenerg-13343	76	4	in	in	ADP
fuelectenerg-13343	76	5	benchmarking	benchmarke	VERB
fuelectenerg-13343	76	6	,	,	PUNCT
fuelectenerg-13343	76	7	modeling	modeling	NOUN
fuelectenerg-13343	76	8	,	,	PUNCT
fuelectenerg-13343	76	9	and	and	CCONJ
fuelectenerg-13343	76	10	evaluation	evaluation	NOUN
fuelectenerg-13343	76	11	metrics	metric	NOUN
fuelectenerg-13343	76	12	,	,	PUNCT
fuelectenerg-13343	76	13	emphasizing	emphasize	VERB
fuelectenerg-13343	76	14	the	the	DET
fuelectenerg-13343	76	15	role	role	NOUN
fuelectenerg-13343	76	16	of	of	ADP
fuelectenerg-13343	76	17	pre	pre	ADJ
fuelectenerg-13343	76	18	-	-	ADJ
fuelectenerg-13343	76	19	trained	train	VERB
fuelectenerg-13343	76	20	language	language	NOUN
fuelectenerg-13343	76	21	models	model	NOUN
fuelectenerg-13343	76	22	(	(	PUNCT
fuelectenerg-13343	76	23	plms	plm	NOUN
fuelectenerg-13343	76	24	)	)	PUNCT
fuelectenerg-13343	76	25	and	and	CCONJ
fuelectenerg-13343	76	26	llms	llm	NOUN
fuelectenerg-13343	76	27	in	in	ADP
fuelectenerg-13343	76	28	improving	improve	VERB
fuelectenerg-13343	76	29	summarization	summarization	NOUN
fuelectenerg-13343	76	30	tasks	task	NOUN
fuelectenerg-13343	76	31	.	.	PUNCT
fuelectenerg-13343	77	1	the	the	DET
fuelectenerg-13343	77	2	study	study	NOUN
fuelectenerg-13343	77	3	utilized	utilize	VERB
fuelectenerg-13343	77	4	various	various	ADJ
fuelectenerg-13343	77	5	standard	standard	ADJ
fuelectenerg-13343	77	6	datasets	dataset	NOUN
fuelectenerg-13343	77	7	to	to	PART
fuelectenerg-13343	77	8	evaluate	evaluate	VERB
fuelectenerg-13343	77	9	the	the	DET
fuelectenerg-13343	77	10	techniques	technique	NOUN
fuelectenerg-13343	77	11	and	and	CCONJ
fuelectenerg-13343	77	12	provided	provide	VERB
fuelectenerg-13343	77	13	insights	insight	NOUN
fuelectenerg-13343	77	14	into	into	ADP
fuelectenerg-13343	77	15	the	the	DET
fuelectenerg-13343	77	16	latest	late	ADJ
fuelectenerg-13343	77	17	trends	trend	NOUN
fuelectenerg-13343	77	18	and	and	CCONJ
fuelectenerg-13343	77	19	challenges	challenge	NOUN
fuelectenerg-13343	77	20	.	.	PUNCT
fuelectenerg-13343	78	1	yadav	yadav	PROPN
fuelectenerg-13343	78	2	et	et	PROPN
fuelectenerg-13343	78	3	al	al	PROPN
fuelectenerg-13343	78	4	.	.	PUNCT
fuelectenerg-13343	79	1	[	[	X
fuelectenerg-13343	79	2	34	34	NUM
fuelectenerg-13343	79	3	]	]	PUNCT
fuelectenerg-13343	79	4	proposed	propose	VERB
fuelectenerg-13343	79	5	an	an	DET
fuelectenerg-13343	79	6	analysis	analysis	NOUN
fuelectenerg-13343	79	7	of	of	ADP
fuelectenerg-13343	79	8	extractive	extractive	ADJ
fuelectenerg-13343	79	9	and	and	CCONJ
fuelectenerg-13343	79	10	abstractive	abstractive	ADJ
fuelectenerg-13343	79	11	text	text	NOUN
fuelectenerg-13343	79	12	summarization	summarization	NOUN
fuelectenerg-13343	79	13	techniques	technique	NOUN
fuelectenerg-13343	79	14	to	to	PART
fuelectenerg-13343	79	15	address	address	VERB
fuelectenerg-13343	79	16	information	information	NOUN
fuelectenerg-13343	79	17	overload	overload	NOUN
fuelectenerg-13343	79	18	.	.	PUNCT
fuelectenerg-13343	80	1	the	the	DET
fuelectenerg-13343	80	2	study	study	NOUN
fuelectenerg-13343	80	3	explored	explore	VERB
fuelectenerg-13343	80	4	standard	standard	ADJ
fuelectenerg-13343	80	5	datasets	dataset	NOUN
fuelectenerg-13343	80	6	,	,	PUNCT
fuelectenerg-13343	80	7	evaluation	evaluation	NOUN
fuelectenerg-13343	80	8	metrics	metric	NOUN
fuelectenerg-13343	80	9	,	,	PUNCT
fuelectenerg-13343	80	10	and	and	CCONJ
fuelectenerg-13343	80	11	highlighted	highlight	VERB
fuelectenerg-13343	80	12	challenges	challenge	NOUN
fuelectenerg-13343	80	13	in	in	ADP
fuelectenerg-13343	80	14	creating	create	VERB
fuelectenerg-13343	80	15	advanced	advanced	ADJ
fuelectenerg-13343	80	16	summarizers	summarizer	NOUN
fuelectenerg-13343	80	17	.	.	PUNCT
fuelectenerg-13343	81	1	it	it	PRON
fuelectenerg-13343	81	2	reviewed	review	VERB
fuelectenerg-13343	81	3	techniques	technique	NOUN
fuelectenerg-13343	81	4	such	such	ADJ
fuelectenerg-13343	81	5	as	as	ADP
fuelectenerg-13343	81	6	extractive	extractive	ADJ
fuelectenerg-13343	81	7	and	and	CCONJ
fuelectenerg-13343	81	8	abstractive	abstractive	ADJ
fuelectenerg-13343	81	9	summarization	summarization	NOUN
fuelectenerg-13343	81	10	and	and	CCONJ
fuelectenerg-13343	81	11	analyzed	analyze	VERB
fuelectenerg-13343	81	12	their	their	PRON
fuelectenerg-13343	81	13	effectiveness	effectiveness	NOUN
fuelectenerg-13343	81	14	on	on	ADP
fuelectenerg-13343	81	15	widely	widely	ADV
fuelectenerg-13343	81	16	used	use	VERB
fuelectenerg-13343	81	17	summarization	summarization	NOUN
fuelectenerg-13343	81	18	datasets	dataset	NOUN
fuelectenerg-13343	81	19	.	.	PUNCT
fuelectenerg-13343	82	1	mirjalili	mirjalili	NOUN
fuelectenerg-13343	82	2	et	et	PROPN
fuelectenerg-13343	82	3	al	al	PROPN
fuelectenerg-13343	82	4	.	.	PUNCT
fuelectenerg-13343	83	1	[	[	X
fuelectenerg-13343	83	2	35	35	NUM
fuelectenerg-13343	83	3	]	]	PUNCT
fuelectenerg-13343	83	4	proposed	propose	VERB
fuelectenerg-13343	83	5	the	the	DET
fuelectenerg-13343	83	6	grey	grey	ADJ
fuelectenerg-13343	83	7	wolf	wolf	PROPN
fuelectenerg-13343	83	8	optimizer	optimizer	NOUN
fuelectenerg-13343	83	9	(	(	PUNCT
fuelectenerg-13343	83	10	gwo	gwo	PROPN
fuelectenerg-13343	83	11	)	)	PUNCT
fuelectenerg-13343	83	12	,	,	PUNCT
fuelectenerg-13343	83	13	an	an	DET
fuelectenerg-13343	83	14	optimization	optimization	NOUN
fuelectenerg-13343	83	15	algorithm	algorithm	NOUN
fuelectenerg-13343	83	16	inspired	inspire	VERB
fuelectenerg-13343	83	17	by	by	ADP
fuelectenerg-13343	83	18	the	the	DET
fuelectenerg-13343	83	19	hierarchical	hierarchical	ADJ
fuelectenerg-13343	83	20	hunting	hunt	VERB
fuelectenerg-13343	83	21	mechanism	mechanism	NOUN
fuelectenerg-13343	83	22	of	of	ADP
fuelectenerg-13343	83	23	grey	grey	ADJ
fuelectenerg-13343	83	24	wolves	wolf	NOUN
fuelectenerg-13343	83	25	.	.	PUNCT
fuelectenerg-13343	84	1	gwo	gwo	PROPN
fuelectenerg-13343	84	2	has	have	AUX
fuelectenerg-13343	84	3	been	be	AUX
fuelectenerg-13343	84	4	applied	apply	VERB
fuelectenerg-13343	84	5	in	in	ADP
fuelectenerg-13343	84	6	text	text	NOUN
fuelectenerg-13343	84	7	summarization	summarization	NOUN
fuelectenerg-13343	84	8	to	to	PART
fuelectenerg-13343	84	9	enhance	enhance	VERB
fuelectenerg-13343	84	10	sentence	sentence	NOUN
fuelectenerg-13343	84	11	selection	selection	NOUN
fuelectenerg-13343	84	12	based	base	VERB
fuelectenerg-13343	84	13	on	on	ADP
fuelectenerg-13343	84	14	relevance	relevance	NOUN
fuelectenerg-13343	84	15	and	and	CCONJ
fuelectenerg-13343	84	16	informativeness	informativeness	NOUN
fuelectenerg-13343	84	17	.	.	PUNCT
fuelectenerg-13343	85	1	the	the	DET
fuelectenerg-13343	85	2	algorithm	algorithm	NOUN
fuelectenerg-13343	85	3	effectively	effectively	ADV
fuelectenerg-13343	85	4	balances	balance	VERB
fuelectenerg-13343	85	5	exploration	exploration	NOUN
fuelectenerg-13343	85	6	and	and	CCONJ
fuelectenerg-13343	85	7	exploitation	exploitation	NOUN
fuelectenerg-13343	85	8	,	,	PUNCT
fuelectenerg-13343	85	9	leading	lead	VERB
fuelectenerg-13343	85	10	to	to	ADP
fuelectenerg-13343	85	11	high	high	ADJ
fuelectenerg-13343	85	12	-	-	PUNCT
fuelectenerg-13343	85	13	quality	quality	NOUN
fuelectenerg-13343	85	14	summaries	summary	NOUN
fuelectenerg-13343	85	15	.	.	PUNCT
fuelectenerg-13343	86	1	however	however	ADV
fuelectenerg-13343	86	2	,	,	PUNCT
fuelectenerg-13343	86	3	it	it	PRON
fuelectenerg-13343	86	4	may	may	AUX
fuelectenerg-13343	86	5	suffer	suffer	VERB
fuelectenerg-13343	86	6	from	from	ADP
fuelectenerg-13343	86	7	premature	premature	ADJ
fuelectenerg-13343	86	8	convergence	convergence	NOUN
fuelectenerg-13343	86	9	in	in	ADP
fuelectenerg-13343	86	10	high	high	ADJ
fuelectenerg-13343	86	11	-	-	PUNCT
fuelectenerg-13343	86	12	dimensional	dimensional	ADJ
fuelectenerg-13343	86	13	datasets	dataset	NOUN
fuelectenerg-13343	86	14	.	.	PUNCT
fuelectenerg-13343	87	1	karaboga	karaboga	PROPN
fuelectenerg-13343	87	2	et	et	PROPN
fuelectenerg-13343	87	3	al	al	PROPN
fuelectenerg-13343	87	4	.	.	PUNCT
fuelectenerg-13343	88	1	[	[	X
fuelectenerg-13343	88	2	36	36	NUM
fuelectenerg-13343	88	3	]	]	PUNCT
fuelectenerg-13343	88	4	introduced	introduce	VERB
fuelectenerg-13343	88	5	the	the	DET
fuelectenerg-13343	88	6	bee	bee	NOUN
fuelectenerg-13343	88	7	colony	colony	NOUN
fuelectenerg-13343	88	8	optimization	optimization	NOUN
fuelectenerg-13343	88	9	(	(	PUNCT
fuelectenerg-13343	88	10	bco	bco	NOUN
fuelectenerg-13343	88	11	)	)	PUNCT
fuelectenerg-13343	88	12	algorithm	algorithm	NOUN
fuelectenerg-13343	88	13	,	,	PUNCT
fuelectenerg-13343	88	14	which	which	PRON
fuelectenerg-13343	88	15	mimics	mimic	VERB
fuelectenerg-13343	88	16	the	the	DET
fuelectenerg-13343	88	17	foraging	forage	VERB
fuelectenerg-13343	88	18	behavior	behavior	NOUN
fuelectenerg-13343	88	19	of	of	ADP
fuelectenerg-13343	88	20	honeybees	honeybee	NOUN
fuelectenerg-13343	88	21	to	to	PART
fuelectenerg-13343	88	22	extract	extract	VERB
fuelectenerg-13343	88	23	key	key	ADJ
fuelectenerg-13343	88	24	sentences	sentence	NOUN
fuelectenerg-13343	88	25	for	for	ADP
fuelectenerg-13343	88	26	summarization	summarization	NOUN
fuelectenerg-13343	88	27	.	.	PUNCT
fuelectenerg-13343	89	1	this	this	DET
fuelectenerg-13343	89	2	method	method	NOUN
fuelectenerg-13343	89	3	effectively	effectively	ADV
fuelectenerg-13343	89	4	reduces	reduce	VERB
fuelectenerg-13343	89	5	redundancy	redundancy	NOUN
fuelectenerg-13343	89	6	and	and	CCONJ
fuelectenerg-13343	89	7	enhances	enhance	VERB
fuelectenerg-13343	89	8	informativeness	informativeness	ADJ
fuelectenerg-13343	89	9	by	by	ADP
fuelectenerg-13343	89	10	leveraging	leverage	VERB
fuelectenerg-13343	89	11	swarm	swarm	NOUN
fuelectenerg-13343	89	12	intelligence	intelligence	NOUN
fuelectenerg-13343	89	13	.	.	PUNCT
fuelectenerg-13343	90	1	nevertheless	nevertheless	ADV
fuelectenerg-13343	90	2	,	,	PUNCT
fuelectenerg-13343	90	3	its	its	PRON
fuelectenerg-13343	90	4	performance	performance	NOUN
fuelectenerg-13343	90	5	is	be	AUX
fuelectenerg-13343	90	6	highly	highly	ADV
fuelectenerg-13343	90	7	dependent	dependent	ADJ
fuelectenerg-13343	90	8	on	on	ADP
fuelectenerg-13343	90	9	parameter	parameter	NOUN
fuelectenerg-13343	90	10	tuning	tuning	NOUN
fuelectenerg-13343	90	11	,	,	PUNCT
fuelectenerg-13343	90	12	which	which	PRON
fuelectenerg-13343	90	13	can	can	AUX
fuelectenerg-13343	90	14	impact	impact	VERB
fuelectenerg-13343	90	15	consistency	consistency	NOUN
fuelectenerg-13343	90	16	across	across	ADP
fuelectenerg-13343	90	17	different	different	ADJ
fuelectenerg-13343	90	18	datasets	dataset	NOUN
fuelectenerg-13343	90	19	.	.	PUNCT
fuelectenerg-13343	91	1	wang	wang	PROPN
fuelectenerg-13343	91	2	et	et	PROPN
fuelectenerg-13343	91	3	al	al	PROPN
fuelectenerg-13343	91	4	.	.	PUNCT
fuelectenerg-13343	92	1	[	[	X
fuelectenerg-13343	92	2	37	37	NUM
fuelectenerg-13343	92	3	]	]	PUNCT
fuelectenerg-13343	92	4	developed	develop	VERB
fuelectenerg-13343	92	5	multi	multi	ADJ
fuelectenerg-13343	92	6	-	-	ADJ
fuelectenerg-13343	92	7	colony	colony	ADJ
fuelectenerg-13343	92	8	swarm	swarm	NOUN
fuelectenerg-13343	92	9	optimization	optimization	NOUN
fuelectenerg-13343	92	10	(	(	PUNCT
fuelectenerg-13343	92	11	mcso	mcso	PROPN
fuelectenerg-13343	92	12	)	)	PUNCT
fuelectenerg-13343	92	13	for	for	ADP
fuelectenerg-13343	92	14	text	text	NOUN
fuelectenerg-13343	92	15	summarization	summarization	NOUN
fuelectenerg-13343	92	16	,	,	PUNCT
fuelectenerg-13343	92	17	where	where	SCONJ
fuelectenerg-13343	92	18	multiple	multiple	ADJ
fuelectenerg-13343	92	19	cooperating	cooperating	NOUN
fuelectenerg-13343	92	20	colonies	colony	NOUN
fuelectenerg-13343	92	21	work	work	VERB
fuelectenerg-13343	92	22	together	together	ADV
fuelectenerg-13343	92	23	to	to	PART
fuelectenerg-13343	92	24	extract	extract	VERB
fuelectenerg-13343	92	25	meaningful	meaningful	ADJ
fuelectenerg-13343	92	26	sentences	sentence	NOUN
fuelectenerg-13343	92	27	.	.	PUNCT
fuelectenerg-13343	93	1	this	this	DET
fuelectenerg-13343	93	2	approach	approach	NOUN
fuelectenerg-13343	93	3	enhances	enhance	VERB
fuelectenerg-13343	93	4	the	the	DET
fuelectenerg-13343	93	5	diversity	diversity	NOUN
fuelectenerg-13343	93	6	and	and	CCONJ
fuelectenerg-13343	93	7	quality	quality	NOUN
fuelectenerg-13343	93	8	of	of	ADP
fuelectenerg-13343	93	9	generated	generate	VERB
fuelectenerg-13343	93	10	summaries	summary	NOUN
fuelectenerg-13343	93	11	through	through	ADP
fuelectenerg-13343	93	12	multi	multi	ADJ
fuelectenerg-13343	93	13	-	-	ADJ
fuelectenerg-13343	93	14	objective	objective	ADJ
fuelectenerg-13343	93	15	optimization	optimization	NOUN
fuelectenerg-13343	93	16	.	.	PUNCT
fuelectenerg-13343	94	1	however	however	ADV
fuelectenerg-13343	94	2	,	,	PUNCT
fuelectenerg-13343	94	3	the	the	DET
fuelectenerg-13343	94	4	increased	increase	VERB
fuelectenerg-13343	94	5	computational	computational	ADJ
fuelectenerg-13343	94	6	complexity	complexity	NOUN
fuelectenerg-13343	94	7	due	due	ADP
fuelectenerg-13343	94	8	to	to	ADP
fuelectenerg-13343	94	9	interactions	interaction	NOUN
fuelectenerg-13343	94	10	among	among	ADP
fuelectenerg-13343	94	11	multiple	multiple	ADJ
fuelectenerg-13343	94	12	colonies	colony	NOUN
fuelectenerg-13343	94	13	can	can	AUX
fuelectenerg-13343	94	14	be	be	AUX
fuelectenerg-13343	94	15	a	a	DET
fuelectenerg-13343	94	16	drawback	drawback	NOUN
fuelectenerg-13343	94	17	for	for	ADP
fuelectenerg-13343	94	18	large	large	ADJ
fuelectenerg-13343	94	19	-	-	PUNCT
fuelectenerg-13343	94	20	scale	scale	NOUN
fuelectenerg-13343	94	21	document	document	NOUN
fuelectenerg-13343	94	22	processing	processing	NOUN
fuelectenerg-13343	94	23	.	.	PUNCT
fuelectenerg-13343	95	1	sharma	sharma	PROPN
fuelectenerg-13343	95	2	et	et	PROPN
fuelectenerg-13343	95	3	al	al	PROPN
fuelectenerg-13343	95	4	.	.	PUNCT
fuelectenerg-13343	96	1	[	[	X
fuelectenerg-13343	96	2	38	38	NUM
fuelectenerg-13343	96	3	]	]	PUNCT
fuelectenerg-13343	96	4	proposed	propose	VERB
fuelectenerg-13343	96	5	glowworm	glowworm	PROPN
fuelectenerg-13343	96	6	swarm	swarm	PROPN
fuelectenerg-13343	96	7	optimization	optimization	NOUN
fuelectenerg-13343	96	8	(	(	PUNCT
fuelectenerg-13343	96	9	glo	glo	PROPN
fuelectenerg-13343	96	10	)	)	PUNCT
fuelectenerg-13343	96	11	for	for	ADP
fuelectenerg-13343	96	12	extractive	extractive	ADJ
fuelectenerg-13343	96	13	summarization	summarization	NOUN
fuelectenerg-13343	96	14	.	.	PUNCT
fuelectenerg-13343	97	1	inspired	inspire	VERB
fuelectenerg-13343	97	2	by	by	ADP
fuelectenerg-13343	97	3	glowworm	glowworm	PROPN
fuelectenerg-13343	97	4	luminescence	luminescence	NOUN
fuelectenerg-13343	97	5	,	,	PUNCT
fuelectenerg-13343	97	6	this	this	DET
fuelectenerg-13343	97	7	algorithm	algorithm	NOUN
fuelectenerg-13343	97	8	dynamically	dynamically	ADV
fuelectenerg-13343	97	9	selects	select	VERB
fuelectenerg-13343	97	10	relevant	relevant	ADJ
fuelectenerg-13343	97	11	sentences	sentence	NOUN
fuelectenerg-13343	97	12	based	base	VERB
fuelectenerg-13343	97	13	on	on	ADP
fuelectenerg-13343	97	14	a	a	DET
fuelectenerg-13343	97	15	luciferin	luciferin	NOUN
fuelectenerg-13343	97	16	-	-	PUNCT
fuelectenerg-13343	97	17	based	base	VERB
fuelectenerg-13343	97	18	attraction	attraction	NOUN
fuelectenerg-13343	97	19	mechanism	mechanism	NOUN
fuelectenerg-13343	97	20	.	.	PUNCT
fuelectenerg-13343	98	1	the	the	DET
fuelectenerg-13343	98	2	adaptability	adaptability	NOUN
fuelectenerg-13343	98	3	of	of	ADP
fuelectenerg-13343	98	4	glo	glo	PROPN
fuelectenerg-13343	98	5	ensures	ensure	VERB
fuelectenerg-13343	98	6	high	high	ADJ
fuelectenerg-13343	98	7	-	-	PUNCT
fuelectenerg-13343	98	8	quality	quality	NOUN
fuelectenerg-13343	98	9	summaries	summary	NOUN
fuelectenerg-13343	98	10	with	with	ADP
fuelectenerg-13343	98	11	strong	strong	ADJ
fuelectenerg-13343	98	12	contextual	contextual	ADJ
fuelectenerg-13343	98	13	relevance	relevance	NOUN
fuelectenerg-13343	98	14	.	.	PUNCT
fuelectenerg-13343	99	1	however	however	ADV
fuelectenerg-13343	99	2	,	,	PUNCT
fuelectenerg-13343	99	3	it	it	PRON
fuelectenerg-13343	99	4	can	can	AUX
fuelectenerg-13343	99	5	face	face	VERB
fuelectenerg-13343	99	6	computational	computational	ADJ
fuelectenerg-13343	99	7	overhead	overhead	NOUN
fuelectenerg-13343	99	8	when	when	SCONJ
fuelectenerg-13343	99	9	processing	process	VERB
fuelectenerg-13343	99	10	large	large	ADJ
fuelectenerg-13343	99	11	document	document	NOUN
fuelectenerg-13343	99	12	sets	set	NOUN
fuelectenerg-13343	99	13	.	.	PUNCT
fuelectenerg-13343	100	1	yuan	yuan	NOUN
fuelectenerg-13343	100	2	et	et	PROPN
fuelectenerg-13343	100	3	al	al	PROPN
fuelectenerg-13343	100	4	.	.	PUNCT
fuelectenerg-13343	101	1	[	[	X
fuelectenerg-13343	101	2	39	39	NUM
fuelectenerg-13343	101	3	]	]	PUNCT
fuelectenerg-13343	101	4	introduced	introduce	VERB
fuelectenerg-13343	101	5	the	the	DET
fuelectenerg-13343	101	6	quick	quick	ADJ
fuelectenerg-13343	101	7	artificial	artificial	ADJ
fuelectenerg-13343	101	8	bee	bee	NOUN
fuelectenerg-13343	101	9	colony	colony	NOUN
fuelectenerg-13343	101	10	(	(	PUNCT
fuelectenerg-13343	101	11	qabc	qabc	PROPN
fuelectenerg-13343	101	12	)	)	PUNCT
fuelectenerg-13343	101	13	algorithm	algorithm	NOUN
fuelectenerg-13343	101	14	,	,	PUNCT
fuelectenerg-13343	101	15	an	an	DET
fuelectenerg-13343	101	16	enhanced	enhanced	ADJ
fuelectenerg-13343	101	17	version	version	NOUN
fuelectenerg-13343	101	18	of	of	ADP
fuelectenerg-13343	101	19	the	the	DET
fuelectenerg-13343	101	20	traditional	traditional	ADJ
fuelectenerg-13343	101	21	bco	bco	NOUN
fuelectenerg-13343	101	22	designed	design	VERB
fuelectenerg-13343	101	23	for	for	ADP
fuelectenerg-13343	101	24	faster	fast	ADJ
fuelectenerg-13343	101	25	convergence	convergence	NOUN
fuelectenerg-13343	101	26	in	in	ADP
fuelectenerg-13343	101	27	optimization	optimization	NOUN
fuelectenerg-13343	101	28	problems	problem	NOUN
fuelectenerg-13343	101	29	,	,	PUNCT
fuelectenerg-13343	101	30	including	include	VERB
fuelectenerg-13343	101	31	text	text	NOUN
fuelectenerg-13343	101	32	summarization	summarization	NOUN
fuelectenerg-13343	101	33	.	.	PUNCT
fuelectenerg-13343	102	1	by	by	ADP
fuelectenerg-13343	102	2	refining	refine	VERB
fuelectenerg-13343	102	3	the	the	DET
fuelectenerg-13343	102	4	search	search	NOUN
fuelectenerg-13343	102	5	mechanism	mechanism	NOUN
fuelectenerg-13343	102	6	and	and	CCONJ
fuelectenerg-13343	102	7	reducing	reduce	VERB
fuelectenerg-13343	102	8	improving	improve	VERB
fuelectenerg-13343	102	9	extractive	extractive	ADJ
fuelectenerg-13343	102	10	text	text	NOUN
fuelectenerg-13343	102	11	summarization	summarization	NOUN
fuelectenerg-13343	102	12	via	via	ADP
fuelectenerg-13343	102	13	efficient	efficient	ADJ
fuelectenerg-13343	102	14	coati	coati	PROPN
fuelectenerg-13343	102	15	algorithm	algorithm	NOUN
fuelectenerg-13343	102	16	for	for	ADP
fuelectenerg-13343	102	17	single	single	ADJ
fuelectenerg-13343	102	18	document	document	NOUN
fuelectenerg-13343	102	19	537	537	NUM
fuelectenerg-13343	102	20	unnecessary	unnecessary	ADJ
fuelectenerg-13343	102	21	computations	computation	NOUN
fuelectenerg-13343	102	22	,	,	PUNCT
fuelectenerg-13343	102	23	qabc	qabc	PROPN
fuelectenerg-13343	102	24	improves	improve	VERB
fuelectenerg-13343	102	25	search	search	NOUN
fuelectenerg-13343	102	26	efficiency	efficiency	NOUN
fuelectenerg-13343	102	27	and	and	CCONJ
fuelectenerg-13343	102	28	sentence	sentence	NOUN
fuelectenerg-13343	102	29	selection	selection	NOUN
fuelectenerg-13343	102	30	speed	speed	NOUN
fuelectenerg-13343	102	31	.	.	PUNCT
fuelectenerg-13343	103	1	however	however	ADV
fuelectenerg-13343	103	2	,	,	PUNCT
fuelectenerg-13343	103	3	it	it	PRON
fuelectenerg-13343	103	4	still	still	ADV
fuelectenerg-13343	103	5	requires	require	VERB
fuelectenerg-13343	103	6	careful	careful	ADJ
fuelectenerg-13343	103	7	parameter	parameter	NOUN
fuelectenerg-13343	103	8	tuning	tune	VERB
fuelectenerg-13343	103	9	to	to	PART
fuelectenerg-13343	103	10	maintain	maintain	VERB
fuelectenerg-13343	103	11	robustness	robustness	NOUN
fuelectenerg-13343	103	12	across	across	ADP
fuelectenerg-13343	103	13	diverse	diverse	ADJ
fuelectenerg-13343	103	14	datasets	dataset	NOUN
fuelectenerg-13343	103	15	.	.	PUNCT
fuelectenerg-13343	104	1	table	table	NOUN
fuelectenerg-13343	104	2	1	1	NUM
fuelectenerg-13343	104	3	existing	exist	VERB
fuelectenerg-13343	104	4	research	research	NOUN
fuelectenerg-13343	104	5	contains	contain	VERB
fuelectenerg-13343	104	6	a	a	DET
fuelectenerg-13343	104	7	range	range	NOUN
fuelectenerg-13343	104	8	of	of	ADP
fuelectenerg-13343	104	9	optimization	optimization	NOUN
fuelectenerg-13343	104	10	techniques	technique	NOUN
fuelectenerg-13343	104	11	sl	sl	NOUN
fuelectenerg-13343	104	12	.	.	PUNCT
fuelectenerg-13343	105	1	no	no	DET
fuelectenerg-13343	105	2	author	author	NOUN
fuelectenerg-13343	105	3	,	,	PUNCT
fuelectenerg-13343	105	4	reference	reference	NOUN
fuelectenerg-13343	105	5	dataset	dataset	VERB
fuelectenerg-13343	105	6	methodology	methodology	NOUN
fuelectenerg-13343	105	7	advantage	advantage	NOUN
fuelectenerg-13343	105	8	disadvantage	disadvantage	NOUN
fuelectenerg-13343	105	9	1	1	NUM
fuelectenerg-13343	105	10	cheng	cheng	PROPN
fuelectenerg-13343	105	11	et	et	PROPN
fuelectenerg-13343	105	12	al	al	PROPN
fuelectenerg-13343	105	13	.	.	PROPN
fuelectenerg-13343	105	14	,	,	PUNCT
fuelectenerg-13343	106	1	[	[	X
fuelectenerg-13343	106	2	14	14	NUM
fuelectenerg-13343	106	3	]	]	X
fuelectenerg-13343	106	4	duc	duc	PROPN
fuelectenerg-13343	106	5	2002	2002	NUM
fuelectenerg-13343	106	6	,	,	PUNCT
fuelectenerg-13343	106	7	daily	daily	ADJ
fuelectenerg-13343	106	8	mail	mail	NOUN
fuelectenerg-13343	106	9	news	news	NOUN
fuelectenerg-13343	106	10	highlights	highlight	NOUN
fuelectenerg-13343	106	11	corpus	corpus	PROPN
fuelectenerg-13343	106	12	encoding	encoding	NOUN
fuelectenerg-13343	106	13	and	and	CCONJ
fuelectenerg-13343	106	14	attention	attention	NOUN
fuelectenerg-13343	106	15	-	-	PUNCT
fuelectenerg-13343	106	16	based	base	VERB
fuelectenerg-13343	106	17	extractor	extractor	NOUN
fuelectenerg-13343	106	18	the	the	DET
fuelectenerg-13343	106	19	approach	approach	NOUN
fuelectenerg-13343	106	20	leverages	leverage	VERB
fuelectenerg-13343	106	21	the	the	DET
fuelectenerg-13343	106	22	power	power	NOUN
fuelectenerg-13343	106	23	of	of	ADP
fuelectenerg-13343	106	24	neural	neural	ADJ
fuelectenerg-13343	106	25	networks	network	NOUN
fuelectenerg-13343	106	26	for	for	ADP
fuelectenerg-13343	106	27	more	more	ADV
fuelectenerg-13343	106	28	effective	effective	ADJ
fuelectenerg-13343	106	29	summarization	summarization	NOUN
fuelectenerg-13343	106	30	without	without	ADP
fuelectenerg-13343	106	31	requiring	require	VERB
fuelectenerg-13343	106	32	hand	hand	NOUN
fuelectenerg-13343	106	33	-	-	PUNCT
fuelectenerg-13343	106	34	crafted	craft	VERB
fuelectenerg-13343	106	35	features	feature	NOUN
fuelectenerg-13343	106	36	data	datum	NOUN
fuelectenerg-13343	106	37	dependency	dependency	NOUN
fuelectenerg-13343	106	38	,	,	PUNCT
fuelectenerg-13343	106	39	relies	rely	VERB
fuelectenerg-13343	106	40	on	on	ADP
fuelectenerg-13343	106	41	extractive	extractive	ADJ
fuelectenerg-13343	106	42	summarization	summarization	NOUN
fuelectenerg-13343	106	43	,	,	PUNCT
fuelectenerg-13343	106	44	complexity	complexity	NOUN
fuelectenerg-13343	106	45	2	2	NUM
fuelectenerg-13343	106	46	debnath	debnath	NOUN
fuelectenerg-13343	106	47	d	d	X
fuelectenerg-13343	106	48	et	et	PROPN
fuelectenerg-13343	106	49	al	al	PROPN
fuelectenerg-13343	106	50	.	.	PROPN
fuelectenerg-13343	106	51	,	,	PUNCT
fuelectenerg-13343	107	1	[	[	X
fuelectenerg-13343	107	2	16	16	NUM
fuelectenerg-13343	107	3	]	]	X
fuelectenerg-13343	107	4	duc	duc	PROPN
fuelectenerg-13343	107	5	2002	2002	NUM
fuelectenerg-13343	107	6	,	,	PUNCT
fuelectenerg-13343	107	7	duc	duc	PROPN
fuelectenerg-13343	107	8	2001	2001	NUM
fuelectenerg-13343	107	9	amga2	amga2	PROPN
fuelectenerg-13343	107	10	efficient	efficient	ADJ
fuelectenerg-13343	107	11	for	for	ADP
fuelectenerg-13343	107	12	extractive	extractive	ADJ
fuelectenerg-13343	107	13	summarization	summarization	NOUN
fuelectenerg-13343	107	14	with	with	ADP
fuelectenerg-13343	107	15	multi	multi	ADJ
fuelectenerg-13343	107	16	-	-	ADJ
fuelectenerg-13343	107	17	objective	objective	ADJ
fuelectenerg-13343	107	18	optimization	optimization	NOUN
fuelectenerg-13343	107	19	.	.	PUNCT
fuelectenerg-13343	108	1	computationally	computationally	ADV
fuelectenerg-13343	108	2	expensive	expensive	ADJ
fuelectenerg-13343	108	3	performance	performance	NOUN
fuelectenerg-13343	108	4	depends	depend	VERB
fuelectenerg-13343	108	5	on	on	ADP
fuelectenerg-13343	108	6	parameter	parameter	NOUN
fuelectenerg-13343	108	7	tuning	tuning	NOUN
fuelectenerg-13343	108	8	.	.	PUNCT
fuelectenerg-13343	109	1	3	3	NUM
fuelectenerg-13343	109	2	kryściński	kryściński	NOUN
fuelectenerg-13343	109	3	et	et	PROPN
fuelectenerg-13343	109	4	al	al	PROPN
fuelectenerg-13343	109	5	.	.	PROPN
fuelectenerg-13343	109	6	,	,	PUNCT
fuelectenerg-13343	110	1	[	[	X
fuelectenerg-13343	110	2	15	15	NUM
fuelectenerg-13343	110	3	]	]	X
fuelectenerg-13343	110	4	cnn/	cnn/	NOUN
fuelectenerg-13343	110	5	dailymail	dailymail	PROPN
fuelectenerg-13343	110	6	bert	bert	PROPN
fuelectenerg-13343	110	7	leverages	leverage	NOUN
fuelectenerg-13343	110	8	pre	pre	ADJ
fuelectenerg-13343	110	9	-	-	ADJ
fuelectenerg-13343	110	10	trained	train	VERB
fuelectenerg-13343	110	11	transformers	transformer	NOUN
fuelectenerg-13343	110	12	for	for	ADP
fuelectenerg-13343	110	13	highquality	highquality	NOUN
fuelectenerg-13343	110	14	abstractive	abstractive	ADJ
fuelectenerg-13343	110	15	summaries	summary	NOUN
fuelectenerg-13343	110	16	.	.	PUNCT
fuelectenerg-13343	111	1	struggles	struggle	NOUN
fuelectenerg-13343	111	2	with	with	ADP
fuelectenerg-13343	111	3	factual	factual	ADJ
fuelectenerg-13343	111	4	consistency	consistency	NOUN
fuelectenerg-13343	111	5	in	in	ADP
fuelectenerg-13343	111	6	longer	long	ADJ
fuelectenerg-13343	111	7	documents	document	NOUN
fuelectenerg-13343	111	8	.	.	PUNCT
fuelectenerg-13343	112	1	4	4	NUM
fuelectenerg-13343	112	2	timeabezda	timeabezda	VERB
fuelectenerg-13343	112	3	n	n	INTJ
fuelectenerg-13343	112	4	et	et	NOUN
fuelectenerg-13343	112	5	al	al	PROPN
fuelectenerg-13343	112	6	.	.	PROPN
fuelectenerg-13343	112	7	,	,	PUNCT
fuelectenerg-13343	113	1	[	[	X
fuelectenerg-13343	113	2	17	17	NUM
fuelectenerg-13343	113	3	]	]	PUNCT
fuelectenerg-13343	113	4	text	text	NOUN
fuelectenerg-13343	113	5	datasets	dataset	VERB
fuelectenerg-13343	113	6	ffa	ffa	NOUN
fuelectenerg-13343	113	7	good	good	ADJ
fuelectenerg-13343	113	8	for	for	ADP
fuelectenerg-13343	113	9	feature	feature	NOUN
fuelectenerg-13343	113	10	selection	selection	NOUN
fuelectenerg-13343	113	11	,	,	PUNCT
fuelectenerg-13343	113	12	improving	improve	VERB
fuelectenerg-13343	113	13	summary	summary	NOUN
fuelectenerg-13343	113	14	relevance	relevance	NOUN
fuelectenerg-13343	113	15	and	and	CCONJ
fuelectenerg-13343	113	16	quality	quality	NOUN
fuelectenerg-13343	113	17	.	.	PUNCT
fuelectenerg-13343	114	1	not	not	PART
fuelectenerg-13343	114	2	suitable	suitable	ADJ
fuelectenerg-13343	114	3	for	for	ADP
fuelectenerg-13343	114	4	highly	highly	ADV
fuelectenerg-13343	114	5	dynamic	dynamic	ADJ
fuelectenerg-13343	114	6	or	or	CCONJ
fuelectenerg-13343	114	7	complex	complex	ADJ
fuelectenerg-13343	114	8	datasets	dataset	NOUN
fuelectenerg-13343	114	9	.	.	PUNCT
fuelectenerg-13343	115	1	5	5	NUM
fuelectenerg-13343	115	2	debnath	debnath	NOUN
fuelectenerg-13343	115	3	d	d	INTJ
fuelectenerg-13343	115	4	et	et	PROPN
fuelectenerg-13343	115	5	al	al	PROPN
fuelectenerg-13343	115	6	.	.	PROPN
fuelectenerg-13343	115	7	,	,	PUNCT
fuelectenerg-13343	116	1	[	[	X
fuelectenerg-13343	116	2	18	18	NUM
fuelectenerg-13343	116	3	]	]	X
fuelectenerg-13343	116	4	duc	duc	PROPN
fuelectenerg-13343	116	5	2002	2002	NUM
fuelectenerg-13343	116	6	,	,	PUNCT
fuelectenerg-13343	116	7	duc	duc	PROPN
fuelectenerg-13343	116	8	2001	2001	NUM
fuelectenerg-13343	116	9	cso	cso	PROPN
fuelectenerg-13343	116	10	enhances	enhance	VERB
fuelectenerg-13343	116	11	coherence	coherence	NOUN
fuelectenerg-13343	116	12	and	and	CCONJ
fuelectenerg-13343	116	13	accuracy	accuracy	NOUN
fuelectenerg-13343	116	14	in	in	ADP
fuelectenerg-13343	116	15	extractive	extractive	ADJ
fuelectenerg-13343	116	16	summarization	summarization	NOUN
fuelectenerg-13343	116	17	tasks	task	NOUN
fuelectenerg-13343	116	18	.	.	PUNCT
fuelectenerg-13343	117	1	limited	limited	ADJ
fuelectenerg-13343	117	2	generalization	generalization	NOUN
fuelectenerg-13343	117	3	across	across	ADP
fuelectenerg-13343	117	4	diverse	diverse	ADJ
fuelectenerg-13343	117	5	summarization	summarization	NOUN
fuelectenerg-13343	117	6	datasets	dataset	NOUN
fuelectenerg-13343	117	7	.	.	PUNCT
fuelectenerg-13343	118	1	6	6	NUM
fuelectenerg-13343	118	2	pati	pati	NOUN
fuelectenerg-13343	118	3	and	and	CCONJ
fuelectenerg-13343	118	4	rautray	rautray	VERB
fuelectenerg-13343	118	5	,	,	PUNCT
fuelectenerg-13343	118	6	et	et	PROPN
fuelectenerg-13343	118	7	al	al	PROPN
fuelectenerg-13343	118	8	.	.	PROPN
fuelectenerg-13343	118	9	,	,	PUNCT
fuelectenerg-13343	119	1	[	[	X
fuelectenerg-13343	119	2	19	19	NUM
fuelectenerg-13343	119	3	]	]	X
fuelectenerg-13343	119	4	duc	duc	PROPN
fuelectenerg-13343	119	5	2003	2003	NUM
fuelectenerg-13343	119	6	aco	aco	PROPN
fuelectenerg-13343	119	7	,	,	PUNCT
fuelectenerg-13343	119	8	ffa	ffa	PROPN
fuelectenerg-13343	119	9	,	,	PUNCT
fuelectenerg-13343	119	10	and	and	CCONJ
fuelectenerg-13343	119	11	cso	cso	PROPN
fuelectenerg-13343	119	12	hybrid	hybrid	ADJ
fuelectenerg-13343	119	13	approach	approach	NOUN
fuelectenerg-13343	119	14	improves	improve	VERB
fuelectenerg-13343	119	15	efficiency	efficiency	NOUN
fuelectenerg-13343	119	16	,	,	PUNCT
fuelectenerg-13343	119	17	accuracy	accuracy	NOUN
fuelectenerg-13343	119	18	,	,	PUNCT
fuelectenerg-13343	119	19	and	and	CCONJ
fuelectenerg-13343	119	20	feature	feature	NOUN
fuelectenerg-13343	119	21	optimization	optimization	NOUN
fuelectenerg-13343	119	22	.	.	PUNCT
fuelectenerg-13343	120	1	increased	increase	VERB
fuelectenerg-13343	120	2	model	model	NOUN
fuelectenerg-13343	120	3	complexity	complexity	NOUN
fuelectenerg-13343	120	4	and	and	CCONJ
fuelectenerg-13343	120	5	resource	resource	NOUN
fuelectenerg-13343	120	6	requirements	requirement	NOUN
fuelectenerg-13343	120	7	.	.	PUNCT
fuelectenerg-13343	121	1	7	7	NUM
fuelectenerg-13343	121	2	svore	svore	NOUN
fuelectenerg-13343	121	3	et	et	PROPN
fuelectenerg-13343	121	4	al	al	PROPN
fuelectenerg-13343	121	5	.	.	PROPN
fuelectenerg-13343	121	6	,	,	PUNCT
fuelectenerg-13343	122	1	[	[	X
fuelectenerg-13343	122	2	20	20	NUM
fuelectenerg-13343	122	3	]	]	X
fuelectenerg-13343	122	4	duc	duc	PROPN
fuelectenerg-13343	122	5	2002	2002	NUM
fuelectenerg-13343	122	6	,	,	PUNCT
fuelectenerg-13343	122	7	duc	duc	PROPN
fuelectenerg-13343	122	8	2003	2003	NUM
fuelectenerg-13343	122	9	rank	rank	NOUN
fuelectenerg-13343	122	10	net	net	ADJ
fuelectenerg-13343	122	11	learning	learning	NOUN
fuelectenerg-13343	122	12	algorithm	algorithm	NOUN
fuelectenerg-13343	122	13	scalability	scalability	NOUN
fuelectenerg-13343	122	14	,	,	PUNCT
fuelectenerg-13343	122	15	relevance	relevance	NOUN
fuelectenerg-13343	122	16	ranking	rank	VERB
fuelectenerg-13343	122	17	generalization	generalization	NOUN
fuelectenerg-13343	122	18	issues	issue	NOUN
fuelectenerg-13343	122	19	,	,	PUNCT
fuelectenerg-13343	122	20	potential	potential	NOUN
fuelectenerg-13343	122	21	for	for	ADP
fuelectenerg-13343	122	22	information	information	NOUN
fuelectenerg-13343	122	23	overload	overload	NOUN
fuelectenerg-13343	122	24	8	8	NUM
fuelectenerg-13343	122	25	mandal	mandal	PROPN
fuelectenerg-13343	122	26	s	s	PROPN
fuelectenerg-13343	122	27	et	et	NOUN
fuelectenerg-13343	122	28	al	al	PROPN
fuelectenerg-13343	122	29	.	.	PROPN
fuelectenerg-13343	122	30	,	,	PUNCT
fuelectenerg-13343	123	1	[	[	X
fuelectenerg-13343	123	2	21	21	NUM
fuelectenerg-13343	123	3	]	]	PUNCT
fuelectenerg-13343	123	4	kaggle	kaggle	NOUN
fuelectenerg-13343	123	5	dataset	dataset	PROPN
fuelectenerg-13343	123	6	csa	csa	PROPN
fuelectenerg-13343	123	7	incorporation	incorporation	NOUN
fuelectenerg-13343	123	8	of	of	ADP
fuelectenerg-13343	123	9	sentiment	sentiment	NOUN
fuelectenerg-13343	123	10	analysis	analysis	NOUN
fuelectenerg-13343	123	11	,	,	PUNCT
fuelectenerg-13343	123	12	scalability	scalability	NOUN
fuelectenerg-13343	123	13	,	,	PUNCT
fuelectenerg-13343	123	14	feature	feature	NOUN
fuelectenerg-13343	123	15	integration	integration	NOUN
fuelectenerg-13343	123	16	generalizability	generalizability	NOUN
fuelectenerg-13343	123	17	issues	issue	NOUN
fuelectenerg-13343	123	18	,	,	PUNCT
fuelectenerg-13343	123	19	dataset	dataset	NOUN
fuelectenerg-13343	123	20	dependency	dependency	NOUN
fuelectenerg-13343	123	21	,	,	PUNCT
fuelectenerg-13343	123	22	computational	computational	ADJ
fuelectenerg-13343	123	23	complexity	complexity	NOUN
fuelectenerg-13343	123	24	9	9	NUM
fuelectenerg-13343	123	25	jain	jain	NOUN
fuelectenerg-13343	123	26	et	et	PROPN
fuelectenerg-13343	123	27	al	al	PROPN
fuelectenerg-13343	123	28	.	.	PROPN
fuelectenerg-13343	123	29	,	,	PUNCT
fuelectenerg-13343	124	1	[	[	X
fuelectenerg-13343	124	2	22	22	NUM
fuelectenerg-13343	124	3	]	]	X
fuelectenerg-13343	124	4	punjabi	punjabi	NOUN
fuelectenerg-13343	124	5	datasets	dataset	VERB
fuelectenerg-13343	124	6	pso	pso	NOUN
fuelectenerg-13343	124	7	optimization	optimization	NOUN
fuelectenerg-13343	124	8	efficiency	efficiency	NOUN
fuelectenerg-13343	124	9	,	,	PUNCT
fuelectenerg-13343	124	10	featurebased	featurebase	VERB
fuelectenerg-13343	124	11	scoring	scoring	NOUN
fuelectenerg-13343	124	12	,	,	PUNCT
fuelectenerg-13343	124	13	scalability	scalability	NOUN
fuelectenerg-13343	124	14	language	language	NOUN
fuelectenerg-13343	124	15	dependency	dependency	NOUN
fuelectenerg-13343	124	16	,	,	PUNCT
fuelectenerg-13343	124	17	limited	limited	ADJ
fuelectenerg-13343	124	18	dataset	dataset	NOUN
fuelectenerg-13343	124	19	,	,	PUNCT
fuelectenerg-13343	124	20	lack	lack	NOUN
fuelectenerg-13343	124	21	of	of	ADP
fuelectenerg-13343	124	22	semantic	semantic	ADJ
fuelectenerg-13343	124	23	understanding	understanding	NOUN
fuelectenerg-13343	124	24	538	538	NUM
fuelectenerg-13343	124	25	j.	j.	PROPN
fuelectenerg-13343	124	26	rautaray	rautaray	PROPN
fuelectenerg-13343	124	27	,	,	PUNCT
fuelectenerg-13343	124	28	s.	s.	PROPN
fuelectenerg-13343	124	29	panigrahi	panigrahi	PROPN
fuelectenerg-13343	124	30	,	,	PUNCT
fuelectenerg-13343	124	31	a.	a.	PROPN
fuelectenerg-13343	124	32	k.	k.	PROPN
fuelectenerg-13343	124	33	nayak	nayak	PROPN
fuelectenerg-13343	125	1	10	10	NUM
fuelectenerg-13343	125	2	zhang	zhang	PROPN
fuelectenerg-13343	125	3	et	et	PROPN
fuelectenerg-13343	125	4	al	al	PROPN
fuelectenerg-13343	125	5	.	.	PROPN
fuelectenerg-13343	125	6	,	,	PUNCT
fuelectenerg-13343	126	1	[	[	X
fuelectenerg-13343	126	2	33	33	NUM
fuelectenerg-13343	126	3	]	]	PUNCT
fuelectenerg-13343	126	4	various	various	ADJ
fuelectenerg-13343	126	5	summarization	summarization	NOUN
fuelectenerg-13343	126	6	datasets	dataset	NOUN
fuelectenerg-13343	126	7	statistical	statistical	ADJ
fuelectenerg-13343	126	8	,	,	PUNCT
fuelectenerg-13343	126	9	deep	deep	ADJ
fuelectenerg-13343	126	10	learning	learning	NOUN
fuelectenerg-13343	126	11	,	,	PUNCT
fuelectenerg-13343	126	12	and	and	CCONJ
fuelectenerg-13343	126	13	llms	llm	NOUN
fuelectenerg-13343	126	14	offers	offer	VERB
fuelectenerg-13343	126	15	a	a	DET
fuelectenerg-13343	126	16	thorough	thorough	ADJ
fuelectenerg-13343	126	17	historical	historical	ADJ
fuelectenerg-13343	126	18	and	and	CCONJ
fuelectenerg-13343	126	19	contemporary	contemporary	ADJ
fuelectenerg-13343	126	20	analysis	analysis	NOUN
fuelectenerg-13343	126	21	of	of	ADP
fuelectenerg-13343	126	22	text	text	NOUN
fuelectenerg-13343	126	23	summarization	summarization	NOUN
fuelectenerg-13343	126	24	methods	method	NOUN
fuelectenerg-13343	126	25	does	do	AUX
fuelectenerg-13343	126	26	not	not	PART
fuelectenerg-13343	126	27	propose	propose	VERB
fuelectenerg-13343	126	28	new	new	ADJ
fuelectenerg-13343	126	29	models	model	NOUN
fuelectenerg-13343	126	30	or	or	CCONJ
fuelectenerg-13343	126	31	techniques	technique	NOUN
fuelectenerg-13343	126	32	and	and	CCONJ
fuelectenerg-13343	126	33	relies	rely	VERB
fuelectenerg-13343	126	34	heavily	heavily	ADV
fuelectenerg-13343	126	35	on	on	ADP
fuelectenerg-13343	126	36	existing	exist	VERB
fuelectenerg-13343	126	37	literature	literature	NOUN
fuelectenerg-13343	126	38	.	.	PUNCT
fuelectenerg-13343	127	1	11	11	NUM
fuelectenerg-13343	127	2	yadav	yadav	PROPN
fuelectenerg-13343	127	3	et	et	PROPN
fuelectenerg-13343	127	4	al	al	PROPN
fuelectenerg-13343	127	5	.	.	PROPN
fuelectenerg-13343	127	6	,	,	PUNCT
fuelectenerg-13343	128	1	[	[	X
fuelectenerg-13343	128	2	34	34	NUM
fuelectenerg-13343	128	3	]	]	SYM
fuelectenerg-13343	128	4	standard	standard	ADJ
fuelectenerg-13343	128	5	summarization	summarization	NOUN
fuelectenerg-13343	128	6	datasets	dataset	NOUN
fuelectenerg-13343	128	7	text	text	NOUN
fuelectenerg-13343	128	8	rank	rank	NOUN
fuelectenerg-13343	128	9	,	,	PUNCT
fuelectenerg-13343	128	10	seq2seq	seq2seq	NOUN
fuelectenerg-13343	128	11	offers	offer	VERB
fuelectenerg-13343	128	12	a	a	DET
fuelectenerg-13343	128	13	comprehensive	comprehensive	ADJ
fuelectenerg-13343	128	14	overview	overview	NOUN
fuelectenerg-13343	128	15	of	of	ADP
fuelectenerg-13343	128	16	state	state	NOUN
fuelectenerg-13343	128	17	-	-	PUNCT
fuelectenerg-13343	128	18	of	of	ADP
fuelectenerg-13343	128	19	-	-	PUNCT
fuelectenerg-13343	128	20	theart	theart	NOUN
fuelectenerg-13343	128	21	methods	method	NOUN
fuelectenerg-13343	128	22	,	,	PUNCT
fuelectenerg-13343	128	23	aiding	aid	VERB
fuelectenerg-13343	128	24	researchers	researcher	NOUN
fuelectenerg-13343	128	25	in	in	ADP
fuelectenerg-13343	128	26	understanding	understand	VERB
fuelectenerg-13343	128	27	advancements	advancement	NOUN
fuelectenerg-13343	128	28	in	in	ADP
fuelectenerg-13343	128	29	the	the	DET
fuelectenerg-13343	128	30	field	field	NOUN
fuelectenerg-13343	128	31	.	.	PUNCT
fuelectenerg-13343	129	1	heavily	heavily	ADV
fuelectenerg-13343	129	2	relies	rely	VERB
fuelectenerg-13343	129	3	on	on	ADP
fuelectenerg-13343	129	4	existing	exist	VERB
fuelectenerg-13343	129	5	datasets	dataset	NOUN
fuelectenerg-13343	129	6	and	and	CCONJ
fuelectenerg-13343	129	7	benchmarks	benchmark	NOUN
fuelectenerg-13343	129	8	,	,	PUNCT
fuelectenerg-13343	129	9	limiting	limit	VERB
fuelectenerg-13343	129	10	novelty	novelty	NOUN
fuelectenerg-13343	129	11	12	12	NUM
fuelectenerg-13343	129	12	mirjalili	mirjalili	NOUN
fuelectenerg-13343	129	13	et	et	PROPN
fuelectenerg-13343	129	14	al	al	PROPN
fuelectenerg-13343	129	15	.	.	PROPN
fuelectenerg-13343	129	16	,	,	PUNCT
fuelectenerg-13343	130	1	[	[	X
fuelectenerg-13343	130	2	35	35	NUM
fuelectenerg-13343	130	3	]	]	X
fuelectenerg-13343	130	4	standard	standard	ADJ
fuelectenerg-13343	130	5	benchmark	benchmark	NOUN
fuelectenerg-13343	130	6	datasets	dataset	NOUN
fuelectenerg-13343	130	7	for	for	ADP
fuelectenerg-13343	130	8	optimization	optimization	NOUN
fuelectenerg-13343	130	9	problems	problem	NOUN
fuelectenerg-13343	130	10	grey	grey	ADJ
fuelectenerg-13343	130	11	wolf	wolf	PROPN
fuelectenerg-13343	130	12	optimizer	optimizer	NOUN
fuelectenerg-13343	130	13	(	(	PUNCT
fuelectenerg-13343	130	14	gwo	gwo	NOUN
fuelectenerg-13343	130	15	)	)	PUNCT
fuelectenerg-13343	130	16	balances	balance	VERB
fuelectenerg-13343	130	17	exploration	exploration	NOUN
fuelectenerg-13343	130	18	and	and	CCONJ
fuelectenerg-13343	130	19	exploitation	exploitation	NOUN
fuelectenerg-13343	130	20	efficiently	efficiently	ADV
fuelectenerg-13343	130	21	,	,	PUNCT
fuelectenerg-13343	130	22	leading	lead	VERB
fuelectenerg-13343	130	23	to	to	ADP
fuelectenerg-13343	130	24	high	high	ADJ
fuelectenerg-13343	130	25	-	-	PUNCT
fuelectenerg-13343	130	26	quality	quality	NOUN
fuelectenerg-13343	130	27	summaries	summary	NOUN
fuelectenerg-13343	130	28	may	may	AUX
fuelectenerg-13343	130	29	converge	converge	VERB
fuelectenerg-13343	130	30	prematurely	prematurely	ADV
fuelectenerg-13343	130	31	in	in	ADP
fuelectenerg-13343	130	32	complex	complex	ADJ
fuelectenerg-13343	130	33	,	,	PUNCT
fuelectenerg-13343	130	34	highdimensional	highdimensional	ADJ
fuelectenerg-13343	130	35	problems	problem	NOUN
fuelectenerg-13343	130	36	13	13	NUM
fuelectenerg-13343	130	37	karaboga	karaboga	NOUN
fuelectenerg-13343	130	38	et	et	PROPN
fuelectenerg-13343	130	39	al	al	PROPN
fuelectenerg-13343	130	40	.	.	PROPN
fuelectenerg-13343	130	41	,	,	PUNCT
fuelectenerg-13343	131	1	[	[	X
fuelectenerg-13343	131	2	36	36	NUM
fuelectenerg-13343	131	3	]	]	PUNCT
fuelectenerg-13343	131	4	various	various	ADJ
fuelectenerg-13343	131	5	text	text	NOUN
fuelectenerg-13343	131	6	datasets	dataset	NOUN
fuelectenerg-13343	131	7	,	,	PUNCT
fuelectenerg-13343	131	8	including	include	VERB
fuelectenerg-13343	131	9	news	news	NOUN
fuelectenerg-13343	131	10	articles	article	NOUN
fuelectenerg-13343	131	11	bco	bco	NOUN
fuelectenerg-13343	131	12	reduces	reduce	VERB
fuelectenerg-13343	131	13	redundancy	redundancy	NOUN
fuelectenerg-13343	131	14	and	and	CCONJ
fuelectenerg-13343	131	15	enhances	enhance	VERB
fuelectenerg-13343	131	16	informativeness	informativeness	ADJ
fuelectenerg-13343	131	17	through	through	ADP
fuelectenerg-13343	131	18	swarm	swarm	NOUN
fuelectenerg-13343	131	19	intelligence	intelligence	NOUN
fuelectenerg-13343	131	20	performance	performance	NOUN
fuelectenerg-13343	131	21	highly	highly	ADV
fuelectenerg-13343	131	22	dependent	dependent	ADJ
fuelectenerg-13343	131	23	on	on	ADP
fuelectenerg-13343	131	24	parameter	parameter	NOUN
fuelectenerg-13343	131	25	tuning	tune	VERB
fuelectenerg-13343	131	26	14	14	NUM
fuelectenerg-13343	131	27	wang	wang	PROPN
fuelectenerg-13343	131	28	et	et	PROPN
fuelectenerg-13343	131	29	al	al	PROPN
fuelectenerg-13343	131	30	.	.	PROPN
fuelectenerg-13343	131	31	,	,	PUNCT
fuelectenerg-13343	132	1	[	[	X
fuelectenerg-13343	132	2	37	37	NUM
fuelectenerg-13343	132	3	]	]	X
fuelectenerg-13343	132	4	duc	duc	PROPN
fuelectenerg-13343	132	5	datasets	dataset	NOUN
fuelectenerg-13343	132	6	(	(	PUNCT
fuelectenerg-13343	132	7	duc-2001	duc-2001	NOUN
fuelectenerg-13343	132	8	,	,	PUNCT
fuelectenerg-13343	132	9	duc-2002	duc-2002	NOUN
fuelectenerg-13343	132	10	)	)	PUNCT
fuelectenerg-13343	132	11	mcso	mcso	VERB
fuelectenerg-13343	132	12	multi	multi	ADJ
fuelectenerg-13343	132	13	-	-	ADJ
fuelectenerg-13343	132	14	objective	objective	ADJ
fuelectenerg-13343	132	15	optimization	optimization	NOUN
fuelectenerg-13343	132	16	ensures	ensure	VERB
fuelectenerg-13343	132	17	diverse	diverse	ADJ
fuelectenerg-13343	132	18	and	and	CCONJ
fuelectenerg-13343	132	19	high	high	ADJ
fuelectenerg-13343	132	20	-	-	PUNCT
fuelectenerg-13343	132	21	quality	quality	NOUN
fuelectenerg-13343	132	22	summaries	summary	NOUN
fuelectenerg-13343	132	23	increased	increase	VERB
fuelectenerg-13343	132	24	computational	computational	ADJ
fuelectenerg-13343	132	25	complexity	complexity	NOUN
fuelectenerg-13343	132	26	due	due	ADP
fuelectenerg-13343	132	27	to	to	ADP
fuelectenerg-13343	132	28	multiple	multiple	ADJ
fuelectenerg-13343	132	29	colony	colony	NOUN
fuelectenerg-13343	132	30	interactions	interaction	NOUN
fuelectenerg-13343	132	31	15	15	NUM
fuelectenerg-13343	132	32	sharma	sharma	PROPN
fuelectenerg-13343	132	33	et	et	PROPN
fuelectenerg-13343	132	34	al	al	PROPN
fuelectenerg-13343	132	35	.	.	PROPN
fuelectenerg-13343	132	36	,	,	PUNCT
fuelectenerg-13343	133	1	[	[	X
fuelectenerg-13343	133	2	38	38	NUM
fuelectenerg-13343	133	3	]	]	PUNCT
fuelectenerg-13343	133	4	scientific	scientific	ADJ
fuelectenerg-13343	133	5	and	and	CCONJ
fuelectenerg-13343	133	6	news	news	NOUN
fuelectenerg-13343	133	7	article	article	NOUN
fuelectenerg-13343	133	8	datasets	dataset	VERB
fuelectenerg-13343	133	9	glo	glo	NOUN
fuelectenerg-13343	133	10	dynamically	dynamically	ADV
fuelectenerg-13343	133	11	adjusts	adjust	VERB
fuelectenerg-13343	133	12	selection	selection	NOUN
fuelectenerg-13343	133	13	based	base	VERB
fuelectenerg-13343	133	14	on	on	ADP
fuelectenerg-13343	133	15	informativeness	informativeness	NOUN
fuelectenerg-13343	133	16	and	and	CCONJ
fuelectenerg-13343	133	17	context	context	NOUN
fuelectenerg-13343	133	18	may	may	AUX
fuelectenerg-13343	133	19	struggle	struggle	VERB
fuelectenerg-13343	133	20	with	with	ADP
fuelectenerg-13343	133	21	large	large	ADJ
fuelectenerg-13343	133	22	document	document	NOUN
fuelectenerg-13343	133	23	sets	set	NOUN
fuelectenerg-13343	133	24	due	due	ADJ
fuelectenerg-13343	133	25	to	to	ADP
fuelectenerg-13343	133	26	computational	computational	ADJ
fuelectenerg-13343	133	27	overhead	overhead	ADJ
fuelectenerg-13343	133	28	16	16	NUM
fuelectenerg-13343	133	29	yuan	yuan	NOUN
fuelectenerg-13343	133	30	et	et	PROPN
fuelectenerg-13343	133	31	al	al	PROPN
fuelectenerg-13343	133	32	.	.	PROPN
fuelectenerg-13343	133	33	,	,	PUNCT
fuelectenerg-13343	134	1	[	[	X
fuelectenerg-13343	134	2	39	39	NUM
fuelectenerg-13343	134	3	]	]	PUNCT
fuelectenerg-13343	134	4	summarization	summarization	NOUN
fuelectenerg-13343	134	5	benchmark	benchmark	NOUN
fuelectenerg-13343	134	6	datasets	dataset	NOUN
fuelectenerg-13343	134	7	qabc	qabc	VERB
fuelectenerg-13343	134	8	improves	improve	VERB
fuelectenerg-13343	134	9	search	search	NOUN
fuelectenerg-13343	134	10	efficiency	efficiency	NOUN
fuelectenerg-13343	134	11	and	and	CCONJ
fuelectenerg-13343	134	12	sentence	sentence	NOUN
fuelectenerg-13343	134	13	selection	selection	NOUN
fuelectenerg-13343	134	14	speed	speed	NOUN
fuelectenerg-13343	134	15	through	through	ADP
fuelectenerg-13343	134	16	refined	refined	ADJ
fuelectenerg-13343	134	17	search	search	NOUN
fuelectenerg-13343	134	18	mechanisms	mechanism	NOUN
fuelectenerg-13343	134	19	requires	require	VERB
fuelectenerg-13343	134	20	careful	careful	ADJ
fuelectenerg-13343	134	21	parameter	parameter	NOUN
fuelectenerg-13343	134	22	tuning	tune	VERB
fuelectenerg-13343	134	23	to	to	PART
fuelectenerg-13343	134	24	maintain	maintain	VERB
fuelectenerg-13343	134	25	robustness	robustness	NOUN
fuelectenerg-13343	134	26	across	across	ADP
fuelectenerg-13343	134	27	datasets	dataset	NOUN
fuelectenerg-13343	134	28	existing	exist	VERB
fuelectenerg-13343	134	29	text	text	NOUN
fuelectenerg-13343	134	30	summarization	summarization	NOUN
fuelectenerg-13343	134	31	methods	method	NOUN
fuelectenerg-13343	134	32	encounter	encounter	VERB
fuelectenerg-13343	134	33	several	several	ADJ
fuelectenerg-13343	134	34	challenges	challenge	NOUN
fuelectenerg-13343	134	35	,	,	PUNCT
fuelectenerg-13343	134	36	including	include	VERB
fuelectenerg-13343	134	37	difficulty	difficulty	NOUN
fuelectenerg-13343	134	38	in	in	ADP
fuelectenerg-13343	134	39	generalizing	generalize	VERB
fuelectenerg-13343	134	40	to	to	ADP
fuelectenerg-13343	134	41	various	various	ADJ
fuelectenerg-13343	134	42	document	document	NOUN
fuelectenerg-13343	134	43	structures	structure	NOUN
fuelectenerg-13343	134	44	and	and	CCONJ
fuelectenerg-13343	134	45	maintaining	maintain	VERB
fuelectenerg-13343	134	46	factual	factual	ADJ
fuelectenerg-13343	134	47	consistency	consistency	NOUN
fuelectenerg-13343	134	48	between	between	ADP
fuelectenerg-13343	134	49	summaries	summary	NOUN
fuelectenerg-13343	134	50	and	and	CCONJ
fuelectenerg-13343	134	51	source	source	NOUN
fuelectenerg-13343	134	52	texts	text	NOUN
fuelectenerg-13343	134	53	.	.	PUNCT
fuelectenerg-13343	135	1	techniques	technique	NOUN
fuelectenerg-13343	135	2	such	such	ADJ
fuelectenerg-13343	135	3	as	as	ADP
fuelectenerg-13343	135	4	genetic	genetic	ADJ
fuelectenerg-13343	135	5	algorithms	algorithm	NOUN
fuelectenerg-13343	135	6	and	and	CCONJ
fuelectenerg-13343	135	7	firefly	firefly	NOUN
fuelectenerg-13343	135	8	algorithms	algorithm	NOUN
fuelectenerg-13343	135	9	often	often	ADV
fuelectenerg-13343	135	10	fall	fall	VERB
fuelectenerg-13343	135	11	short	short	ADV
fuelectenerg-13343	135	12	in	in	ADP
fuelectenerg-13343	135	13	multi	multi	ADJ
fuelectenerg-13343	135	14	-	-	ADJ
fuelectenerg-13343	135	15	objective	objective	ADJ
fuelectenerg-13343	135	16	optimization	optimization	NOUN
fuelectenerg-13343	135	17	,	,	PUNCT
fuelectenerg-13343	135	18	while	while	SCONJ
fuelectenerg-13343	135	19	neural	neural	ADJ
fuelectenerg-13343	135	20	networks	network	NOUN
fuelectenerg-13343	135	21	and	and	CCONJ
fuelectenerg-13343	135	22	sentiment	sentiment	NOUN
fuelectenerg-13343	135	23	analysis	analysis	NOUN
fuelectenerg-13343	135	24	approaches	approach	NOUN
fuelectenerg-13343	135	25	may	may	AUX
fuelectenerg-13343	135	26	struggle	struggle	VERB
fuelectenerg-13343	135	27	to	to	PART
fuelectenerg-13343	135	28	adapt	adapt	VERB
fuelectenerg-13343	135	29	to	to	PART
fuelectenerg-13343	135	30	diverse	diverse	VERB
fuelectenerg-13343	135	31	text	text	NOUN
fuelectenerg-13343	135	32	types	type	NOUN
fuelectenerg-13343	135	33	and	and	CCONJ
fuelectenerg-13343	135	34	languages	language	NOUN
fuelectenerg-13343	135	35	.	.	PUNCT
fuelectenerg-13343	136	1	additionally	additionally	ADV
fuelectenerg-13343	136	2	,	,	PUNCT
fuelectenerg-13343	136	3	particle	particle	NOUN
fuelectenerg-13343	136	4	swarm	swarm	NOUN
fuelectenerg-13343	136	5	optimization	optimization	NOUN
fuelectenerg-13343	136	6	-	-	PUNCT
fuelectenerg-13343	136	7	based	base	VERB
fuelectenerg-13343	136	8	methods	method	NOUN
fuelectenerg-13343	136	9	may	may	AUX
fuelectenerg-13343	136	10	prove	prove	VERB
fuelectenerg-13343	136	11	inadequate	inadequate	ADJ
fuelectenerg-13343	136	12	for	for	ADP
fuelectenerg-13343	136	13	handling	handle	VERB
fuelectenerg-13343	136	14	complex	complex	ADJ
fuelectenerg-13343	136	15	summarization	summarization	NOUN
fuelectenerg-13343	136	16	tasks	task	NOUN
fuelectenerg-13343	136	17	effectively	effectively	ADV
fuelectenerg-13343	136	18	.	.	PUNCT
fuelectenerg-13343	137	1	the	the	DET
fuelectenerg-13343	137	2	coa	coa	NOUN
fuelectenerg-13343	137	3	addresses	address	VERB
fuelectenerg-13343	137	4	these	these	DET
fuelectenerg-13343	137	5	limitations	limitation	NOUN
fuelectenerg-13343	137	6	by	by	ADP
fuelectenerg-13343	137	7	balancing	balance	VERB
fuelectenerg-13343	137	8	exploration	exploration	NOUN
fuelectenerg-13343	137	9	and	and	CCONJ
fuelectenerg-13343	137	10	exploitation	exploitation	NOUN
fuelectenerg-13343	137	11	,	,	PUNCT
fuelectenerg-13343	137	12	which	which	PRON
fuelectenerg-13343	137	13	enhances	enhance	VERB
fuelectenerg-13343	137	14	adaptability	adaptability	NOUN
fuelectenerg-13343	137	15	to	to	ADP
fuelectenerg-13343	137	16	various	various	ADJ
fuelectenerg-13343	137	17	text	text	NOUN
fuelectenerg-13343	137	18	types	type	NOUN
fuelectenerg-13343	137	19	and	and	CCONJ
fuelectenerg-13343	137	20	structures	structure	NOUN
fuelectenerg-13343	137	21	.	.	PUNCT
fuelectenerg-13343	138	1	coa	coa	NOUN
fuelectenerg-13343	138	2	improves	improve	VERB
fuelectenerg-13343	138	3	search	search	NOUN
fuelectenerg-13343	138	4	efficiency	efficiency	NOUN
fuelectenerg-13343	138	5	for	for	ADP
fuelectenerg-13343	138	6	optimal	optimal	ADJ
fuelectenerg-13343	138	7	summarization	summarization	NOUN
fuelectenerg-13343	138	8	solutions	solution	NOUN
fuelectenerg-13343	138	9	and	and	CCONJ
fuelectenerg-13343	138	10	reduces	reduce	VERB
fuelectenerg-13343	138	11	reliance	reliance	NOUN
fuelectenerg-13343	138	12	on	on	ADP
fuelectenerg-13343	138	13	extensive	extensive	ADJ
fuelectenerg-13343	138	14	datasets	dataset	NOUN
fuelectenerg-13343	138	15	,	,	PUNCT
fuelectenerg-13343	138	16	making	make	VERB
fuelectenerg-13343	138	17	it	it	PRON
fuelectenerg-13343	138	18	more	more	ADV
fuelectenerg-13343	138	19	effective	effective	ADJ
fuelectenerg-13343	138	20	in	in	ADP
fuelectenerg-13343	138	21	multiobjective	multiobjective	ADJ
fuelectenerg-13343	138	22	problems	problem	NOUN
fuelectenerg-13343	138	23	and	and	CCONJ
fuelectenerg-13343	138	24	improving	improve	VERB
fuelectenerg-13343	138	25	overall	overall	ADJ
fuelectenerg-13343	138	26	summarization	summarization	NOUN
fuelectenerg-13343	138	27	accuracy	accuracy	NOUN
fuelectenerg-13343	138	28	.	.	PUNCT
fuelectenerg-13343	139	1	the	the	DET
fuelectenerg-13343	139	2	surge	surge	NOUN
fuelectenerg-13343	139	3	of	of	ADP
fuelectenerg-13343	139	4	vast	vast	ADJ
fuelectenerg-13343	139	5	electronic	electronic	ADJ
fuelectenerg-13343	139	6	texts	text	NOUN
fuelectenerg-13343	139	7	in	in	ADP
fuelectenerg-13343	139	8	the	the	DET
fuelectenerg-13343	139	9	digital	digital	ADJ
fuelectenerg-13343	139	10	age	age	NOUN
fuelectenerg-13343	139	11	has	have	AUX
fuelectenerg-13343	139	12	created	create	VERB
fuelectenerg-13343	139	13	a	a	DET
fuelectenerg-13343	139	14	growing	grow	VERB
fuelectenerg-13343	139	15	need	need	NOUN
fuelectenerg-13343	139	16	for	for	ADP
fuelectenerg-13343	139	17	efficient	efficient	ADJ
fuelectenerg-13343	139	18	automated	automate	VERB
fuelectenerg-13343	139	19	text	text	NOUN
fuelectenerg-13343	139	20	summarization	summarization	NOUN
fuelectenerg-13343	139	21	methods	method	NOUN
fuelectenerg-13343	139	22	to	to	PART
fuelectenerg-13343	139	23	distill	distill	VERB
fuelectenerg-13343	139	24	essential	essential	ADJ
fuelectenerg-13343	139	25	information	information	NOUN
fuelectenerg-13343	139	26	succinctly	succinctly	ADV
fuelectenerg-13343	139	27	.	.	PUNCT
fuelectenerg-13343	140	1	current	current	ADJ
fuelectenerg-13343	140	2	improving	improve	VERB
fuelectenerg-13343	140	3	extractive	extractive	ADJ
fuelectenerg-13343	140	4	text	text	NOUN
fuelectenerg-13343	140	5	summarization	summarization	NOUN
fuelectenerg-13343	140	6	via	via	ADP
fuelectenerg-13343	140	7	efficient	efficient	ADJ
fuelectenerg-13343	140	8	coati	coati	PROPN
fuelectenerg-13343	140	9	algorithm	algorithm	NOUN
fuelectenerg-13343	140	10	for	for	ADP
fuelectenerg-13343	140	11	single	single	ADJ
fuelectenerg-13343	140	12	document	document	NOUN
fuelectenerg-13343	140	13	539	539	NUM
fuelectenerg-13343	140	14	extractive	extractive	ADJ
fuelectenerg-13343	140	15	and	and	CCONJ
fuelectenerg-13343	140	16	abstractive	abstractive	ADJ
fuelectenerg-13343	140	17	approaches	approach	NOUN
fuelectenerg-13343	140	18	often	often	ADV
fuelectenerg-13343	140	19	struggle	struggle	VERB
fuelectenerg-13343	140	20	to	to	PART
fuelectenerg-13343	140	21	accurately	accurately	ADV
fuelectenerg-13343	140	22	capture	capture	VERB
fuelectenerg-13343	140	23	key	key	ADJ
fuelectenerg-13343	140	24	content	content	NOUN
fuelectenerg-13343	140	25	while	while	SCONJ
fuelectenerg-13343	140	26	maintaining	maintain	VERB
fuelectenerg-13343	140	27	readability	readability	NOUN
fuelectenerg-13343	140	28	and	and	CCONJ
fuelectenerg-13343	140	29	coherence	coherence	NOUN
fuelectenerg-13343	140	30	.	.	PUNCT
fuelectenerg-13343	141	1	moreover	moreover	ADV
fuelectenerg-13343	141	2	,	,	PUNCT
fuelectenerg-13343	141	3	many	many	ADJ
fuelectenerg-13343	141	4	existing	exist	VERB
fuelectenerg-13343	141	5	models	model	NOUN
fuelectenerg-13343	141	6	depend	depend	VERB
fuelectenerg-13343	141	7	on	on	ADP
fuelectenerg-13343	141	8	complex	complex	ADJ
fuelectenerg-13343	141	9	linguistic	linguistic	ADJ
fuelectenerg-13343	141	10	annotations	annotation	NOUN
fuelectenerg-13343	141	11	and	and	CCONJ
fuelectenerg-13343	141	12	manual	manual	ADJ
fuelectenerg-13343	141	13	feature	feature	NOUN
fuelectenerg-13343	141	14	engineering	engineering	NOUN
fuelectenerg-13343	141	15	,	,	PUNCT
fuelectenerg-13343	141	16	which	which	PRON
fuelectenerg-13343	141	17	can	can	AUX
fuelectenerg-13343	141	18	hinder	hinder	VERB
fuelectenerg-13343	141	19	scalability	scalability	NOUN
fuelectenerg-13343	141	20	and	and	CCONJ
fuelectenerg-13343	141	21	adaptability	adaptability	NOUN
fuelectenerg-13343	141	22	across	across	ADP
fuelectenerg-13343	141	23	various	various	ADJ
fuelectenerg-13343	141	24	text	text	NOUN
fuelectenerg-13343	141	25	types	type	NOUN
fuelectenerg-13343	141	26	.	.	PUNCT
fuelectenerg-13343	142	1	by	by	ADP
fuelectenerg-13343	142	2	investigating	investigate	VERB
fuelectenerg-13343	142	3	neural	neural	ADJ
fuelectenerg-13343	142	4	network	network	NOUN
fuelectenerg-13343	142	5	-	-	PUNCT
fuelectenerg-13343	142	6	based	base	VERB
fuelectenerg-13343	142	7	methods	method	NOUN
fuelectenerg-13343	142	8	and	and	CCONJ
fuelectenerg-13343	142	9	optimization	optimization	NOUN
fuelectenerg-13343	142	10	algorithms	algorithm	NOUN
fuelectenerg-13343	142	11	,	,	PUNCT
fuelectenerg-13343	142	12	this	this	DET
fuelectenerg-13343	142	13	study	study	NOUN
fuelectenerg-13343	142	14	tries	try	VERB
fuelectenerg-13343	142	15	to	to	PART
fuelectenerg-13343	142	16	address	address	VERB
fuelectenerg-13343	142	17	above	above	ADP
fuelectenerg-13343	142	18	issues	issue	NOUN
fuelectenerg-13343	142	19	and	and	CCONJ
fuelectenerg-13343	142	20	uplift	uplift	VERB
fuelectenerg-13343	142	21	the	the	DET
fuelectenerg-13343	142	22	effectiveness	effectiveness	NOUN
fuelectenerg-13343	142	23	and	and	CCONJ
fuelectenerg-13343	142	24	caliber	caliber	NOUN
fuelectenerg-13343	142	25	of	of	ADP
fuelectenerg-13343	142	26	single	single	ADJ
fuelectenerg-13343	142	27	-	-	PUNCT
fuelectenerg-13343	142	28	document	document	NOUN
fuelectenerg-13343	142	29	summarization	summarization	NOUN
fuelectenerg-13343	142	30	.	.	PUNCT
fuelectenerg-13343	143	1	the	the	DET
fuelectenerg-13343	143	2	goal	goal	NOUN
fuelectenerg-13343	143	3	is	be	AUX
fuelectenerg-13343	143	4	to	to	PART
fuelectenerg-13343	143	5	create	create	VERB
fuelectenerg-13343	143	6	strong	strong	ADJ
fuelectenerg-13343	143	7	frameworks	framework	NOUN
fuelectenerg-13343	143	8	that	that	PRON
fuelectenerg-13343	143	9	generate	generate	VERB
fuelectenerg-13343	143	10	excellent	excellent	ADJ
fuelectenerg-13343	143	11	summaries	summary	NOUN
fuelectenerg-13343	143	12	without	without	ADP
fuelectenerg-13343	143	13	the	the	DET
fuelectenerg-13343	143	14	need	need	NOUN
fuelectenerg-13343	143	15	for	for	ADP
fuelectenerg-13343	143	16	a	a	DET
fuelectenerg-13343	143	17	lot	lot	NOUN
fuelectenerg-13343	143	18	of	of	ADP
fuelectenerg-13343	143	19	human	human	ADJ
fuelectenerg-13343	143	20	input	input	NOUN
fuelectenerg-13343	143	21	or	or	CCONJ
fuelectenerg-13343	143	22	language	language	NOUN
fuelectenerg-13343	143	23	resources	resource	NOUN
fuelectenerg-13343	143	24	.	.	PUNCT
fuelectenerg-13343	144	1	3	3	X
fuelectenerg-13343	144	2	.	.	NUM
fuelectenerg-13343	144	3	proposed	propose	VERB
fuelectenerg-13343	144	4	method	method	NOUN
fuelectenerg-13343	144	5	the	the	DET
fuelectenerg-13343	144	6	approach	approach	NOUN
fuelectenerg-13343	144	7	follows	follow	VERB
fuelectenerg-13343	144	8	a	a	DET
fuelectenerg-13343	144	9	structured	structured	ADJ
fuelectenerg-13343	144	10	workflow	workflow	NOUN
fuelectenerg-13343	144	11	designed	design	VERB
fuelectenerg-13343	144	12	to	to	PART
fuelectenerg-13343	144	13	generate	generate	VERB
fuelectenerg-13343	144	14	concise	concise	ADJ
fuelectenerg-13343	144	15	and	and	CCONJ
fuelectenerg-13343	144	16	informative	informative	ADJ
fuelectenerg-13343	144	17	summaries	summary	NOUN
fuelectenerg-13343	144	18	effectively	effectively	ADV
fuelectenerg-13343	144	19	.	.	PUNCT
fuelectenerg-13343	145	1	the	the	DET
fuelectenerg-13343	145	2	process	process	NOUN
fuelectenerg-13343	145	3	begins	begin	VERB
fuelectenerg-13343	145	4	with	with	ADP
fuelectenerg-13343	145	5	text	text	NOUN
fuelectenerg-13343	145	6	preprocessing	preprocessing	NOUN
fuelectenerg-13343	145	7	,	,	PUNCT
fuelectenerg-13343	145	8	including	include	VERB
fuelectenerg-13343	145	9	cleaning	cleaning	NOUN
fuelectenerg-13343	145	10	,	,	PUNCT
fuelectenerg-13343	145	11	tokenization	tokenization	NOUN
fuelectenerg-13343	145	12	,	,	PUNCT
fuelectenerg-13343	145	13	stop	stop	VERB
fuelectenerg-13343	145	14	word	word	NOUN
fuelectenerg-13343	145	15	removal	removal	NOUN
fuelectenerg-13343	145	16	,	,	PUNCT
fuelectenerg-13343	145	17	and	and	CCONJ
fuelectenerg-13343	145	18	lemmatization	lemmatization	VERB
fuelectenerg-13343	145	19	to	to	PART
fuelectenerg-13343	145	20	standardize	standardize	VERB
fuelectenerg-13343	145	21	the	the	DET
fuelectenerg-13343	145	22	content	content	NOUN
fuelectenerg-13343	145	23	.	.	PUNCT
fuelectenerg-13343	146	1	in	in	ADP
fuelectenerg-13343	146	2	the	the	DET
fuelectenerg-13343	146	3	feature	feature	NOUN
fuelectenerg-13343	146	4	extraction	extraction	NOUN
fuelectenerg-13343	146	5	phase	phase	NOUN
fuelectenerg-13343	146	6	,	,	PUNCT
fuelectenerg-13343	146	7	words	word	NOUN
fuelectenerg-13343	146	8	are	be	AUX
fuelectenerg-13343	146	9	transformed	transform	VERB
fuelectenerg-13343	146	10	into	into	ADP
fuelectenerg-13343	146	11	vector	vector	NOUN
fuelectenerg-13343	146	12	representations	representation	NOUN
fuelectenerg-13343	146	13	,	,	PUNCT
fuelectenerg-13343	146	14	and	and	CCONJ
fuelectenerg-13343	146	15	sentence	sentence	NOUN
fuelectenerg-13343	146	16	relevance	relevance	NOUN
fuelectenerg-13343	146	17	is	be	AUX
fuelectenerg-13343	146	18	ranked	rank	VERB
fuelectenerg-13343	146	19	using	use	VERB
fuelectenerg-13343	146	20	tf	tf	PROPN
fuelectenerg-13343	146	21	-	-	PUNCT
fuelectenerg-13343	146	22	idf	idf	PROPN
fuelectenerg-13343	146	23	.	.	PUNCT
fuelectenerg-13343	147	1	additional	additional	ADJ
fuelectenerg-13343	147	2	processing	processing	NOUN
fuelectenerg-13343	147	3	is	be	AUX
fuelectenerg-13343	147	4	applied	apply	VERB
fuelectenerg-13343	147	5	to	to	PART
fuelectenerg-13343	147	6	refine	refine	VERB
fuelectenerg-13343	147	7	vector	vector	NOUN
fuelectenerg-13343	147	8	features	feature	NOUN
fuelectenerg-13343	147	9	.	.	PUNCT
fuelectenerg-13343	148	1	during	during	ADP
fuelectenerg-13343	148	2	summary	summary	NOUN
fuelectenerg-13343	148	3	generation	generation	NOUN
fuelectenerg-13343	148	4	,	,	PUNCT
fuelectenerg-13343	148	5	the	the	DET
fuelectenerg-13343	148	6	coa	coa	NOUN
fuelectenerg-13343	148	7	selects	select	VERB
fuelectenerg-13343	148	8	the	the	DET
fuelectenerg-13343	148	9	most	most	ADV
fuelectenerg-13343	148	10	informative	informative	ADJ
fuelectenerg-13343	148	11	sentences	sentence	NOUN
fuelectenerg-13343	148	12	using	use	VERB
fuelectenerg-13343	148	13	a	a	DET
fuelectenerg-13343	148	14	fitness	fitness	NOUN
fuelectenerg-13343	148	15	function	function	NOUN
fuelectenerg-13343	148	16	.	.	PUNCT
fuelectenerg-13343	149	1	the	the	DET
fuelectenerg-13343	149	2	final	final	ADJ
fuelectenerg-13343	149	3	summary	summary	NOUN
fuelectenerg-13343	149	4	is	be	AUX
fuelectenerg-13343	149	5	then	then	ADV
fuelectenerg-13343	149	6	evaluated	evaluate	VERB
fuelectenerg-13343	149	7	using	use	VERB
fuelectenerg-13343	149	8	metrics	metric	NOUN
fuelectenerg-13343	149	9	such	such	ADJ
fuelectenerg-13343	149	10	as	as	ADP
fuelectenerg-13343	149	11	rouge	rouge	NOUN
fuelectenerg-13343	149	12	score	score	NOUN
fuelectenerg-13343	149	13	,	,	PUNCT
fuelectenerg-13343	149	14	bleu	bleu	NOUN
fuelectenerg-13343	149	15	score	score	NOUN
fuelectenerg-13343	149	16	,	,	PUNCT
fuelectenerg-13343	149	17	precision	precision	NOUN
fuelectenerg-13343	149	18	,	,	PUNCT
fuelectenerg-13343	149	19	recall	recall	NOUN
fuelectenerg-13343	149	20	,	,	PUNCT
fuelectenerg-13343	149	21	and	and	CCONJ
fuelectenerg-13343	149	22	f	f	X
fuelectenerg-13343	149	23	-	-	PUNCT
fuelectenerg-13343	149	24	score	score	NOUN
fuelectenerg-13343	149	25	.	.	PUNCT
fuelectenerg-13343	150	1	these	these	DET
fuelectenerg-13343	150	2	steps	step	NOUN
fuelectenerg-13343	150	3	are	be	AUX
fuelectenerg-13343	150	4	visually	visually	ADV
fuelectenerg-13343	150	5	represented	represent	VERB
fuelectenerg-13343	150	6	in	in	ADP
fuelectenerg-13343	150	7	the	the	DET
fuelectenerg-13343	150	8	improved	improved	ADJ
fuelectenerg-13343	150	9	figure	figure	NOUN
fuelectenerg-13343	150	10	1	1	NUM
fuelectenerg-13343	150	11	.	.	PUNCT
fuelectenerg-13343	150	12	fig	fig	NOUN
fuelectenerg-13343	150	13	.	.	PUNCT
fuelectenerg-13343	151	1	1	1	NUM
fuelectenerg-13343	151	2	flow	flow	NOUN
fuelectenerg-13343	151	3	diagram	diagram	NOUN
fuelectenerg-13343	151	4	of	of	ADP
fuelectenerg-13343	151	5	single	single	ADJ
fuelectenerg-13343	151	6	document	document	NOUN
fuelectenerg-13343	151	7	summarization	summarization	NOUN
fuelectenerg-13343	151	8	3.1	3.1	NUM
fuelectenerg-13343	151	9	.	.	PUNCT
fuelectenerg-13343	152	1	text	text	NOUN
fuelectenerg-13343	152	2	pre	pre	ADJ
fuelectenerg-13343	152	3	-	-	ADJ
fuelectenerg-13343	152	4	processing	process	VERB
fuelectenerg-13343	152	5	this	this	DET
fuelectenerg-13343	152	6	procedure	procedure	NOUN
fuelectenerg-13343	152	7	,	,	PUNCT
fuelectenerg-13343	152	8	which	which	PRON
fuelectenerg-13343	152	9	comes	come	VERB
fuelectenerg-13343	152	10	before	before	ADP
fuelectenerg-13343	152	11	summary	summary	NOUN
fuelectenerg-13343	152	12	,	,	PUNCT
fuelectenerg-13343	152	13	entails	entail	VERB
fuelectenerg-13343	152	14	transforming	transform	VERB
fuelectenerg-13343	152	15	the	the	DET
fuelectenerg-13343	152	16	original	original	ADJ
fuelectenerg-13343	152	17	report	report	NOUN
fuelectenerg-13343	152	18	into	into	ADP
fuelectenerg-13343	152	19	a	a	DET
fuelectenerg-13343	152	20	more	more	ADV
fuelectenerg-13343	152	21	organized	organized	ADJ
fuelectenerg-13343	152	22	and	and	CCONJ
fuelectenerg-13343	152	23	controllable	controllable	ADJ
fuelectenerg-13343	152	24	data	data	NOUN
fuelectenerg-13343	152	25	format	format	NOUN
fuelectenerg-13343	152	26	.	.	PUNCT
fuelectenerg-13343	153	1	to	to	PART
fuelectenerg-13343	153	2	summarize	summarize	VERB
fuelectenerg-13343	153	3	individual	individual	ADJ
fuelectenerg-13343	153	4	documents	document	NOUN
fuelectenerg-13343	153	5	,	,	PUNCT
fuelectenerg-13343	153	6	the	the	DET
fuelectenerg-13343	153	7	duc	duc	PROPN
fuelectenerg-13343	153	8	540	540	NUM
fuelectenerg-13343	153	9	j.	j.	PROPN
fuelectenerg-13343	153	10	rautaray	rautaray	PROPN
fuelectenerg-13343	153	11	,	,	PUNCT
fuelectenerg-13343	153	12	s.	s.	PROPN
fuelectenerg-13343	153	13	panigrahi	panigrahi	PROPN
fuelectenerg-13343	153	14	,	,	PUNCT
fuelectenerg-13343	153	15	a.	a.	PROPN
fuelectenerg-13343	153	16	k.	k.	PROPN
fuelectenerg-13343	153	17	nayak	nayak	PROPN
fuelectenerg-13343	153	18	2002	2002	NUM
fuelectenerg-13343	153	19	,	,	PUNCT
fuelectenerg-13343	153	20	duc	duc	PROPN
fuelectenerg-13343	153	21	2003	2003	NUM
fuelectenerg-13343	153	22	,	,	PUNCT
fuelectenerg-13343	153	23	and	and	CCONJ
fuelectenerg-13343	153	24	duc	duc	PROPN
fuelectenerg-13343	153	25	2005	2005	NUM
fuelectenerg-13343	153	26	databases	database	NOUN
fuelectenerg-13343	153	27	are	be	AUX
fuelectenerg-13343	153	28	utilized	utilize	VERB
fuelectenerg-13343	153	29	.	.	PUNCT
fuelectenerg-13343	154	1	these	these	DET
fuelectenerg-13343	154	2	datasets	dataset	NOUN
fuelectenerg-13343	154	3	are	be	AUX
fuelectenerg-13343	154	4	widely	widely	ADV
fuelectenerg-13343	154	5	recommended	recommend	VERB
fuelectenerg-13343	154	6	benchmarks	benchmark	NOUN
fuelectenerg-13343	154	7	in	in	ADP
fuelectenerg-13343	154	8	text	text	NOUN
fuelectenerg-13343	154	9	summarization	summarization	NOUN
fuelectenerg-13343	154	10	research	research	NOUN
fuelectenerg-13343	154	11	.	.	PUNCT
fuelectenerg-13343	155	1	these	these	DET
fuelectenerg-13343	155	2	datasets	dataset	NOUN
fuelectenerg-13343	155	3	offer	offer	VERB
fuelectenerg-13343	155	4	high	high	ADJ
fuelectenerg-13343	155	5	-	-	PUNCT
fuelectenerg-13343	155	6	quality	quality	NOUN
fuelectenerg-13343	155	7	,	,	PUNCT
fuelectenerg-13343	155	8	manually	manually	ADV
fuelectenerg-13343	155	9	curated	curate	VERB
fuelectenerg-13343	155	10	summaries	summary	NOUN
fuelectenerg-13343	155	11	that	that	PRON
fuelectenerg-13343	155	12	ensure	ensure	VERB
fuelectenerg-13343	155	13	a	a	DET
fuelectenerg-13343	155	14	rigorous	rigorous	ADJ
fuelectenerg-13343	155	15	evaluation	evaluation	NOUN
fuelectenerg-13343	155	16	of	of	ADP
fuelectenerg-13343	155	17	summarization	summarization	NOUN
fuelectenerg-13343	155	18	techniques	technique	NOUN
fuelectenerg-13343	155	19	.	.	PUNCT
fuelectenerg-13343	156	1	while	while	SCONJ
fuelectenerg-13343	156	2	modern	modern	ADJ
fuelectenerg-13343	156	3	datasets	dataset	NOUN
fuelectenerg-13343	156	4	like	like	ADP
fuelectenerg-13343	156	5	reddit	reddit	NOUN
fuelectenerg-13343	156	6	,	,	PUNCT
fuelectenerg-13343	156	7	the	the	DET
fuelectenerg-13343	156	8	new	new	PROPN
fuelectenerg-13343	156	9	york	york	PROPN
fuelectenerg-13343	156	10	times	times	PROPN
fuelectenerg-13343	156	11	annotated	annotated	ADJ
fuelectenerg-13343	156	12	corpus	corpu	NOUN
fuelectenerg-13343	156	13	,	,	PUNCT
fuelectenerg-13343	156	14	or	or	CCONJ
fuelectenerg-13343	156	15	wikinow	wikinow	NOUN
fuelectenerg-13343	156	16	are	be	AUX
fuelectenerg-13343	156	17	relevant	relevant	ADJ
fuelectenerg-13343	156	18	for	for	ADP
fuelectenerg-13343	156	19	contemporary	contemporary	ADJ
fuelectenerg-13343	156	20	challenges	challenge	NOUN
fuelectenerg-13343	156	21	,	,	PUNCT
fuelectenerg-13343	156	22	the	the	DET
fuelectenerg-13343	156	23	duc	duc	PROPN
fuelectenerg-13343	156	24	datasets	dataset	NOUN
fuelectenerg-13343	156	25	remain	remain	VERB
fuelectenerg-13343	156	26	a	a	DET
fuelectenerg-13343	156	27	preferred	preferred	ADJ
fuelectenerg-13343	156	28	choice	choice	NOUN
fuelectenerg-13343	156	29	due	due	ADP
fuelectenerg-13343	156	30	to	to	ADP
fuelectenerg-13343	156	31	their	their	PRON
fuelectenerg-13343	156	32	structured	structured	ADJ
fuelectenerg-13343	156	33	nature	nature	NOUN
fuelectenerg-13343	156	34	and	and	CCONJ
fuelectenerg-13343	156	35	established	establish	VERB
fuelectenerg-13343	156	36	use	use	NOUN
fuelectenerg-13343	156	37	in	in	ADP
fuelectenerg-13343	156	38	benchmarking	benchmarke	VERB
fuelectenerg-13343	156	39	.	.	PUNCT
fuelectenerg-13343	157	1	segmenting	segment	VERB
fuelectenerg-13343	157	2	sentences	sentence	NOUN
fuelectenerg-13343	157	3	,	,	PUNCT
fuelectenerg-13343	157	4	tokenizing	tokenize	VERB
fuelectenerg-13343	157	5	words	word	NOUN
fuelectenerg-13343	157	6	,	,	PUNCT
fuelectenerg-13343	157	7	eliminating	eliminate	VERB
fuelectenerg-13343	157	8	stop	stop	NOUN
fuelectenerg-13343	157	9	words	word	NOUN
fuelectenerg-13343	157	10	,	,	PUNCT
fuelectenerg-13343	157	11	and	and	CCONJ
fuelectenerg-13343	157	12	lemmatizing	lemmatizing	NOUN
fuelectenerg-13343	157	13	words	word	NOUN
fuelectenerg-13343	157	14	are	be	AUX
fuelectenerg-13343	157	15	important	important	ADJ
fuelectenerg-13343	157	16	steps	step	NOUN
fuelectenerg-13343	157	17	in	in	ADP
fuelectenerg-13343	157	18	this	this	DET
fuelectenerg-13343	157	19	process	process	NOUN
fuelectenerg-13343	157	20	.	.	PUNCT
fuelectenerg-13343	158	1	cleaning	clean	VERB
fuelectenerg-13343	158	2	data	datum	NOUN
fuelectenerg-13343	158	3	:	:	PUNCT
fuelectenerg-13343	158	4	to	to	PART
fuelectenerg-13343	158	5	clean	clean	VERB
fuelectenerg-13343	158	6	data	datum	NOUN
fuelectenerg-13343	158	7	,	,	PUNCT
fuelectenerg-13343	158	8	first	first	ADV
fuelectenerg-13343	158	9	identify	identify	VERB
fuelectenerg-13343	158	10	and	and	CCONJ
fuelectenerg-13343	158	11	handle	handle	VERB
fuelectenerg-13343	158	12	missing	miss	VERB
fuelectenerg-13343	158	13	values	value	NOUN
fuelectenerg-13343	158	14	by	by	ADP
fuelectenerg-13343	158	15	removing	remove	VERB
fuelectenerg-13343	158	16	or	or	CCONJ
fuelectenerg-13343	158	17	imputing	impute	VERB
fuelectenerg-13343	158	18	them	they	PRON
fuelectenerg-13343	158	19	.	.	PUNCT
fuelectenerg-13343	159	1	next	next	ADV
fuelectenerg-13343	159	2	,	,	PUNCT
fuelectenerg-13343	159	3	duplicate	duplicate	ADJ
fuelectenerg-13343	159	4	entries	entry	NOUN
fuelectenerg-13343	159	5	are	be	AUX
fuelectenerg-13343	159	6	removed	remove	VERB
fuelectenerg-13343	159	7	to	to	PART
fuelectenerg-13343	159	8	ensure	ensure	VERB
fuelectenerg-13343	159	9	data	datum	NOUN
fuelectenerg-13343	159	10	consistency	consistency	NOUN
fuelectenerg-13343	159	11	.	.	PUNCT
fuelectenerg-13343	160	1	finally	finally	ADV
fuelectenerg-13343	160	2	,	,	PUNCT
fuelectenerg-13343	160	3	text	text	NOUN
fuelectenerg-13343	160	4	data	datum	NOUN
fuelectenerg-13343	160	5	is	be	AUX
fuelectenerg-13343	160	6	standardized	standardize	VERB
fuelectenerg-13343	160	7	by	by	ADP
fuelectenerg-13343	160	8	converting	convert	VERB
fuelectenerg-13343	160	9	to	to	PART
fuelectenerg-13343	160	10	lowercase	lowercase	VERB
fuelectenerg-13343	160	11	and	and	CCONJ
fuelectenerg-13343	160	12	stripping	strip	VERB
fuelectenerg-13343	160	13	whitespace	whitespace	NOUN
fuelectenerg-13343	160	14	.	.	PUNCT
fuelectenerg-13343	161	1	sentence	sentence	NOUN
fuelectenerg-13343	161	2	segmentation	segmentation	NOUN
fuelectenerg-13343	161	3	:	:	PUNCT
fuelectenerg-13343	161	4	sentence	sentence	NOUN
fuelectenerg-13343	161	5	segmentation	segmentation	NOUN
fuelectenerg-13343	161	6	entails	entail	VERB
fuelectenerg-13343	161	7	tokenizing	tokenize	VERB
fuelectenerg-13343	161	8	the	the	DET
fuelectenerg-13343	161	9	individual	individual	ADJ
fuelectenerg-13343	161	10	words	word	NOUN
fuelectenerg-13343	161	11	that	that	PRON
fuelectenerg-13343	161	12	make	make	VERB
fuelectenerg-13343	161	13	up	up	ADP
fuelectenerg-13343	161	14	sentences	sentence	NOUN
fuelectenerg-13343	161	15	.	.	PUNCT
fuelectenerg-13343	162	1	punctuation	punctuation	NOUN
fuelectenerg-13343	162	2	,	,	PUNCT
fuelectenerg-13343	162	3	including	include	VERB
fuelectenerg-13343	162	4	commas	comma	NOUN
fuelectenerg-13343	162	5	,	,	PUNCT
fuelectenerg-13343	162	6	semicolons	semicolon	NOUN
fuelectenerg-13343	162	7	,	,	PUNCT
fuelectenerg-13343	162	8	question	question	NOUN
fuelectenerg-13343	162	9	marks	mark	NOUN
fuelectenerg-13343	162	10	,	,	PUNCT
fuelectenerg-13343	162	11	colons	colon	NOUN
fuelectenerg-13343	162	12	,	,	PUNCT
fuelectenerg-13343	162	13	and	and	CCONJ
fuelectenerg-13343	162	14	periods	period	NOUN
fuelectenerg-13343	162	15	is	be	AUX
fuelectenerg-13343	162	16	used	use	VERB
fuelectenerg-13343	162	17	to	to	PART
fuelectenerg-13343	162	18	divide	divide	VERB
fuelectenerg-13343	162	19	the	the	DET
fuelectenerg-13343	162	20	message	message	NOUN
fuelectenerg-13343	162	21	into	into	ADP
fuelectenerg-13343	162	22	sentences	sentence	NOUN
fuelectenerg-13343	162	23	[	[	X
fuelectenerg-13343	162	24	23	23	NUM
fuelectenerg-13343	162	25	]	]	PUNCT
fuelectenerg-13343	162	26	.	.	PUNCT
fuelectenerg-13343	163	1	word	word	NOUN
fuelectenerg-13343	163	2	tokenization	tokenization	NOUN
fuelectenerg-13343	163	3	:	:	PUNCT
fuelectenerg-13343	163	4	tokenization	tokenization	NOUN
fuelectenerg-13343	163	5	divides	divide	VERB
fuelectenerg-13343	163	6	sentence	sentence	NOUN
fuelectenerg-13343	163	7	onto	onto	ADP
fuelectenerg-13343	163	8	words	word	NOUN
fuelectenerg-13343	163	9	according	accord	VERB
fuelectenerg-13343	163	10	to	to	ADP
fuelectenerg-13343	163	11	grammar	grammar	NOUN
fuelectenerg-13343	163	12	and	and	CCONJ
fuelectenerg-13343	163	13	blank	blank	ADJ
fuelectenerg-13343	163	14	spaces	space	NOUN
fuelectenerg-13343	163	15	[	[	X
fuelectenerg-13343	163	16	23	23	NUM
fuelectenerg-13343	163	17	]	]	PUNCT
fuelectenerg-13343	163	18	.	.	PUNCT
fuelectenerg-13343	164	1	stop	stop	VERB
fuelectenerg-13343	164	2	word	word	NOUN
fuelectenerg-13343	164	3	removal	removal	NOUN
fuelectenerg-13343	164	4	:	:	PUNCT
fuelectenerg-13343	164	5	these	these	PRON
fuelectenerg-13343	164	6	are	be	AUX
fuelectenerg-13343	164	7	those	those	DET
fuelectenerg-13343	164	8	words	word	NOUN
fuelectenerg-13343	164	9	that	that	PRON
fuelectenerg-13343	164	10	carry	carry	VERB
fuelectenerg-13343	164	11	little	little	ADJ
fuelectenerg-13343	164	12	to	to	ADP
fuelectenerg-13343	164	13	no	no	DET
fuelectenerg-13343	164	14	significant	significant	ADJ
fuelectenerg-13343	164	15	meaning	meaning	NOUN
fuelectenerg-13343	164	16	,	,	PUNCT
fuelectenerg-13343	164	17	such	such	ADJ
fuelectenerg-13343	164	18	as	as	ADP
fuelectenerg-13343	164	19	conjunctions	conjunction	NOUN
fuelectenerg-13343	164	20	,	,	PUNCT
fuelectenerg-13343	164	21	articles	article	NOUN
fuelectenerg-13343	164	22	,	,	PUNCT
fuelectenerg-13343	164	23	possessive	possessive	ADJ
fuelectenerg-13343	164	24	words	word	NOUN
fuelectenerg-13343	164	25	,	,	PUNCT
fuelectenerg-13343	164	26	pronouns	pronoun	NOUN
fuelectenerg-13343	164	27	,	,	PUNCT
fuelectenerg-13343	164	28	and	and	CCONJ
fuelectenerg-13343	164	29	relational	relational	ADJ
fuelectenerg-13343	164	30	terms	term	NOUN
fuelectenerg-13343	164	31	.	.	PUNCT
fuelectenerg-13343	165	1	these	these	DET
fuelectenerg-13343	165	2	words	word	NOUN
fuelectenerg-13343	165	3	,	,	PUNCT
fuelectenerg-13343	165	4	like	like	SCONJ
fuelectenerg-13343	165	5	"	"	PUNCT
fuelectenerg-13343	165	6	is	be	AUX
fuelectenerg-13343	165	7	,	,	PUNCT
fuelectenerg-13343	165	8	"	"	PUNCT
fuelectenerg-13343	165	9	"	"	PUNCT
fuelectenerg-13343	165	10	and	and	CCONJ
fuelectenerg-13343	165	11	,	,	PUNCT
fuelectenerg-13343	165	12	"	"	PUNCT
fuelectenerg-13343	165	13	and	and	CCONJ
fuelectenerg-13343	165	14	"	"	PUNCT
fuelectenerg-13343	165	15	the	the	PRON
fuelectenerg-13343	165	16	,	,	PUNCT
fuelectenerg-13343	165	17	"	"	PUNCT
fuelectenerg-13343	165	18	can	can	AUX
fuelectenerg-13343	165	19	negatively	negatively	ADV
fuelectenerg-13343	165	20	impact	impact	VERB
fuelectenerg-13343	165	21	the	the	DET
fuelectenerg-13343	165	22	efficiency	efficiency	NOUN
fuelectenerg-13343	165	23	of	of	ADP
fuelectenerg-13343	165	24	processing	process	VERB
fuelectenerg-13343	165	25	large	large	ADJ
fuelectenerg-13343	165	26	tokens	token	NOUN
fuelectenerg-13343	165	27	,	,	PUNCT
fuelectenerg-13343	165	28	making	make	VERB
fuelectenerg-13343	165	29	it	it	PRON
fuelectenerg-13343	165	30	essential	essential	ADJ
fuelectenerg-13343	165	31	to	to	PART
fuelectenerg-13343	165	32	remove	remove	VERB
fuelectenerg-13343	165	33	them	they	PRON
fuelectenerg-13343	165	34	from	from	ADP
fuelectenerg-13343	165	35	text	text	NOUN
fuelectenerg-13343	165	36	during	during	ADP
fuelectenerg-13343	165	37	analysis	analysis	NOUN
fuelectenerg-13343	165	38	.	.	PUNCT
fuelectenerg-13343	166	1	after	after	ADP
fuelectenerg-13343	166	2	dividing	divide	VERB
fuelectenerg-13343	166	3	the	the	DET
fuelectenerg-13343	166	4	text	text	NOUN
fuelectenerg-13343	166	5	into	into	ADP
fuelectenerg-13343	166	6	paragraphs	paragraph	NOUN
fuelectenerg-13343	166	7	,	,	PUNCT
fuelectenerg-13343	166	8	these	these	DET
fuelectenerg-13343	166	9	stop	stop	VERB
fuelectenerg-13343	166	10	words	word	NOUN
fuelectenerg-13343	166	11	are	be	AUX
fuelectenerg-13343	166	12	filtered	filter	VERB
fuelectenerg-13343	166	13	out	out	ADP
fuelectenerg-13343	166	14	to	to	PART
fuelectenerg-13343	166	15	improve	improve	VERB
fuelectenerg-13343	166	16	the	the	DET
fuelectenerg-13343	166	17	relevance	relevance	NOUN
fuelectenerg-13343	166	18	of	of	ADP
fuelectenerg-13343	166	19	the	the	DET
fuelectenerg-13343	166	20	remaining	remain	VERB
fuelectenerg-13343	166	21	words	word	NOUN
fuelectenerg-13343	166	22	[	[	X
fuelectenerg-13343	166	23	24	24	NUM
fuelectenerg-13343	166	24	]	]	PUNCT
fuelectenerg-13343	166	25	.	.	PUNCT
fuelectenerg-13343	167	1	lemmatization	lemmatization	NOUN
fuelectenerg-13343	167	2	:	:	PUNCT
fuelectenerg-13343	167	3	lemmatization	lemmatization	NOUN
fuelectenerg-13343	167	4	is	be	AUX
fuelectenerg-13343	167	5	the	the	DET
fuelectenerg-13343	167	6	process	process	NOUN
fuelectenerg-13343	167	7	of	of	ADP
fuelectenerg-13343	167	8	reducing	reduce	VERB
fuelectenerg-13343	167	9	words	word	NOUN
fuelectenerg-13343	167	10	to	to	ADP
fuelectenerg-13343	167	11	their	their	PRON
fuelectenerg-13343	167	12	root	root	NOUN
fuelectenerg-13343	167	13	words	word	NOUN
fuelectenerg-13343	167	14	in	in	ADP
fuelectenerg-13343	167	15	order	order	NOUN
fuelectenerg-13343	167	16	to	to	PART
fuelectenerg-13343	167	17	lessen	lessen	VERB
fuelectenerg-13343	167	18	their	their	PRON
fuelectenerg-13343	167	19	redundancy	redundancy	NOUN
fuelectenerg-13343	167	20	[	[	X
fuelectenerg-13343	167	21	25	25	NUM
fuelectenerg-13343	167	22	]	]	PUNCT
fuelectenerg-13343	167	23	.	.	PUNCT
fuelectenerg-13343	168	1	the	the	DET
fuelectenerg-13343	168	2	basic	basic	ADJ
fuelectenerg-13343	168	3	steps	step	NOUN
fuelectenerg-13343	168	4	involved	involve	VERB
fuelectenerg-13343	168	5	in	in	ADP
fuelectenerg-13343	168	6	text	text	NOUN
fuelectenerg-13343	168	7	preprocessing	preprocessing	NOUN
fuelectenerg-13343	168	8	steps	step	NOUN
fuelectenerg-13343	168	9	are	be	AUX
fuelectenerg-13343	168	10	illustrated	illustrate	VERB
fuelectenerg-13343	168	11	in	in	ADP
fuelectenerg-13343	168	12	figure	figure	NOUN
fuelectenerg-13343	168	13	2	2	NUM
fuelectenerg-13343	168	14	given	give	VERB
fuelectenerg-13343	168	15	below	below	ADP
fuelectenerg-13343	168	16	.	.	PUNCT
fuelectenerg-13343	169	1	fig	fig	NOUN
fuelectenerg-13343	169	2	.	.	PUNCT
fuelectenerg-13343	170	1	2	2	NUM
fuelectenerg-13343	170	2	overview	overview	NOUN
fuelectenerg-13343	170	3	of	of	ADP
fuelectenerg-13343	170	4	text	text	NOUN
fuelectenerg-13343	170	5	preprocessing	preprocessing	NOUN
fuelectenerg-13343	170	6	steps	step	NOUN
fuelectenerg-13343	170	7	3.2	3.2	NUM
fuelectenerg-13343	170	8	.	.	PUNCT
fuelectenerg-13343	171	1	feature	feature	NOUN
fuelectenerg-13343	171	2	extraction	extraction	NOUN
fuelectenerg-13343	171	3	a	a	DET
fuelectenerg-13343	171	4	numerical	numerical	ADJ
fuelectenerg-13343	171	5	statistical	statistical	ADJ
fuelectenerg-13343	171	6	technique	technique	NOUN
fuelectenerg-13343	171	7	called	call	VERB
fuelectenerg-13343	171	8	term	term	NOUN
fuelectenerg-13343	171	9	frequency	frequency	NOUN
fuelectenerg-13343	171	10	-	-	PUNCT
fuelectenerg-13343	171	11	inverse	inverse	NOUN
fuelectenerg-13343	171	12	topic	topic	NOUN
fuelectenerg-13343	171	13	frequency	frequency	NOUN
fuelectenerg-13343	171	14	(	(	PUNCT
fuelectenerg-13343	171	15	tfitf	tfitf	NOUN
fuelectenerg-13343	171	16	)	)	PUNCT
fuelectenerg-13343	171	17	is	be	AUX
fuelectenerg-13343	171	18	applied	apply	VERB
fuelectenerg-13343	171	19	in	in	ADP
fuelectenerg-13343	171	20	nlp	nlp	NOUN
fuelectenerg-13343	171	21	applications	application	NOUN
fuelectenerg-13343	171	22	including	include	VERB
fuelectenerg-13343	171	23	data	data	NOUN
fuelectenerg-13343	171	24	extraction	extraction	NOUN
fuelectenerg-13343	171	25	and	and	CCONJ
fuelectenerg-13343	171	26	text	text	NOUN
fuelectenerg-13343	171	27	mining	mining	NOUN
fuelectenerg-13343	171	28	.	.	PUNCT
fuelectenerg-13343	172	1	it	it	PRON
fuelectenerg-13343	172	2	enhances	enhance	VERB
fuelectenerg-13343	172	3	the	the	DET
fuelectenerg-13343	172	4	traditional	traditional	ADJ
fuelectenerg-13343	172	5	bag	bag	NOUN
fuelectenerg-13343	172	6	of	of	ADP
fuelectenerg-13343	172	7	words	word	NOUN
fuelectenerg-13343	172	8	method	method	NOUN
fuelectenerg-13343	172	9	for	for	ADP
fuelectenerg-13343	172	10	converting	convert	VERB
fuelectenerg-13343	172	11	text	text	NOUN
fuelectenerg-13343	172	12	into	into	ADP
fuelectenerg-13343	172	13	vectors	vector	NOUN
fuelectenerg-13343	172	14	by	by	ADP
fuelectenerg-13343	172	15	considering	consider	VERB
fuelectenerg-13343	172	16	a	a	DET
fuelectenerg-13343	172	17	word	word	NOUN
fuelectenerg-13343	172	18	's	's	PART
fuelectenerg-13343	172	19	significance	significance	NOUN
fuelectenerg-13343	172	20	within	within	ADP
fuelectenerg-13343	172	21	a	a	DET
fuelectenerg-13343	172	22	specific	specific	ADJ
fuelectenerg-13343	172	23	document	document	NOUN
fuelectenerg-13343	172	24	relative	relative	ADJ
fuelectenerg-13343	172	25	to	to	ADP
fuelectenerg-13343	172	26	other	other	ADJ
fuelectenerg-13343	172	27	documents	document	NOUN
fuelectenerg-13343	172	28	in	in	ADP
fuelectenerg-13343	172	29	the	the	DET
fuelectenerg-13343	172	30	corpus	corpus	NOUN
fuelectenerg-13343	172	31	.	.	PUNCT
fuelectenerg-13343	173	1	a	a	DET
fuelectenerg-13343	173	2	word	word	NOUN
fuelectenerg-13343	173	3	's	's	PART
fuelectenerg-13343	173	4	tf	tf	PROPN
fuelectenerg-13343	173	5	-	-	PUNCT
fuelectenerg-13343	173	6	itf	itf	NOUN
fuelectenerg-13343	173	7	score	score	NOUN
fuelectenerg-13343	173	8	is	be	AUX
fuelectenerg-13343	173	9	calculated	calculate	VERB
fuelectenerg-13343	173	10	by	by	ADP
fuelectenerg-13343	173	11	multiplying	multiply	VERB
fuelectenerg-13343	173	12	two	two	NUM
fuelectenerg-13343	173	13	statistical	statistical	ADJ
fuelectenerg-13343	173	14	components	component	NOUN
fuelectenerg-13343	173	15	.	.	PUNCT
fuelectenerg-13343	174	1	the	the	DET
fuelectenerg-13343	174	2	first	first	ADJ
fuelectenerg-13343	174	3	,	,	PUNCT
fuelectenerg-13343	174	4	term	term	NOUN
fuelectenerg-13343	174	5	frequency	frequency	NOUN
fuelectenerg-13343	174	6	(	(	PUNCT
fuelectenerg-13343	174	7	tf	tf	PROPN
fuelectenerg-13343	174	8	)	)	PUNCT
fuelectenerg-13343	174	9	,	,	PUNCT
fuelectenerg-13343	174	10	measures	measure	VERB
fuelectenerg-13343	174	11	how	how	SCONJ
fuelectenerg-13343	174	12	important	important	ADJ
fuelectenerg-13343	174	13	a	a	DET
fuelectenerg-13343	174	14	word	word	NOUN
fuelectenerg-13343	174	15	is	be	AUX
fuelectenerg-13343	174	16	within	within	ADP
fuelectenerg-13343	174	17	a	a	DET
fuelectenerg-13343	174	18	particular	particular	ADJ
fuelectenerg-13343	174	19	document	document	NOUN
fuelectenerg-13343	174	20	.	.	PUNCT
fuelectenerg-13343	175	1	the	the	DET
fuelectenerg-13343	175	2	second	second	ADJ
fuelectenerg-13343	175	3	,	,	PUNCT
fuelectenerg-13343	175	4	improving	improve	VERB
fuelectenerg-13343	175	5	extractive	extractive	ADJ
fuelectenerg-13343	175	6	text	text	NOUN
fuelectenerg-13343	175	7	summarization	summarization	NOUN
fuelectenerg-13343	175	8	via	via	ADP
fuelectenerg-13343	175	9	efficient	efficient	ADJ
fuelectenerg-13343	175	10	coati	coati	PROPN
fuelectenerg-13343	175	11	algorithm	algorithm	NOUN
fuelectenerg-13343	175	12	for	for	ADP
fuelectenerg-13343	175	13	single	single	ADJ
fuelectenerg-13343	175	14	document	document	NOUN
fuelectenerg-13343	175	15	541	541	NUM
fuelectenerg-13343	175	16	inverse	inverse	NOUN
fuelectenerg-13343	175	17	topic	topic	NOUN
fuelectenerg-13343	175	18	frequency	frequency	NOUN
fuelectenerg-13343	175	19	(	(	PUNCT
fuelectenerg-13343	175	20	itf	itf	NOUN
fuelectenerg-13343	175	21	)	)	PUNCT
fuelectenerg-13343	175	22	,	,	PUNCT
fuelectenerg-13343	175	23	reflects	reflect	VERB
fuelectenerg-13343	175	24	how	how	SCONJ
fuelectenerg-13343	175	25	frequently	frequently	ADV
fuelectenerg-13343	175	26	the	the	DET
fuelectenerg-13343	175	27	word	word	NOUN
fuelectenerg-13343	175	28	appears	appear	VERB
fuelectenerg-13343	175	29	across	across	ADP
fuelectenerg-13343	175	30	the	the	DET
fuelectenerg-13343	175	31	entire	entire	ADJ
fuelectenerg-13343	175	32	corpus	corpus	NOUN
fuelectenerg-13343	175	33	.	.	PUNCT
fuelectenerg-13343	176	1	as	as	ADP
fuelectenerg-13343	176	2	a	a	DET
fuelectenerg-13343	176	3	result	result	NOUN
fuelectenerg-13343	176	4	,	,	PUNCT
fuelectenerg-13343	176	5	words	word	NOUN
fuelectenerg-13343	176	6	that	that	PRON
fuelectenerg-13343	176	7	occur	occur	VERB
fuelectenerg-13343	176	8	frequently	frequently	ADV
fuelectenerg-13343	176	9	in	in	ADP
fuelectenerg-13343	176	10	all	all	DET
fuelectenerg-13343	176	11	documents	document	NOUN
fuelectenerg-13343	176	12	receive	receive	VERB
fuelectenerg-13343	176	13	lower	low	ADJ
fuelectenerg-13343	176	14	scores	score	NOUN
fuelectenerg-13343	176	15	.	.	PUNCT
fuelectenerg-13343	177	1	the	the	DET
fuelectenerg-13343	177	2	tf	tf	PROPN
fuelectenerg-13343	177	3	-	-	PUNCT
fuelectenerg-13343	177	4	itf	itf	PROPN
fuelectenerg-13343	177	5	output	output	NOUN
fuelectenerg-13343	177	6	for	for	ADP
fuelectenerg-13343	177	7	each	each	DET
fuelectenerg-13343	177	8	document	document	NOUN
fuelectenerg-13343	177	9	is	be	AUX
fuelectenerg-13343	177	10	a	a	DET
fuelectenerg-13343	177	11	high	high	ADV
fuelectenerg-13343	177	12	-	-	PUNCT
fuelectenerg-13343	177	13	dimensional	dimensional	ADJ
fuelectenerg-13343	177	14	sparse	sparse	ADJ
fuelectenerg-13343	177	15	vector	vector	NOUN
fuelectenerg-13343	177	16	,	,	PUNCT
fuelectenerg-13343	177	17	where	where	SCONJ
fuelectenerg-13343	177	18	the	the	DET
fuelectenerg-13343	177	19	number	number	NOUN
fuelectenerg-13343	177	20	of	of	ADP
fuelectenerg-13343	177	21	non	non	ADJ
fuelectenerg-13343	177	22	-	-	ADJ
fuelectenerg-13343	177	23	zero	zero	NUM
fuelectenerg-13343	177	24	elements	element	NOUN
fuelectenerg-13343	177	25	correspond	correspond	VERB
fuelectenerg-13343	177	26	to	to	ADP
fuelectenerg-13343	177	27	the	the	DET
fuelectenerg-13343	177	28	count	count	NOUN
fuelectenerg-13343	177	29	of	of	ADP
fuelectenerg-13343	177	30	unique	unique	ADJ
fuelectenerg-13343	177	31	words	word	NOUN
fuelectenerg-13343	177	32	in	in	ADP
fuelectenerg-13343	177	33	the	the	DET
fuelectenerg-13343	177	34	text	text	NOUN
fuelectenerg-13343	177	35	as	as	SCONJ
fuelectenerg-13343	177	36	shown	show	VERB
fuelectenerg-13343	177	37	in	in	ADP
fuelectenerg-13343	177	38	equn	equn	NOUN
fuelectenerg-13343	177	39	(	(	PUNCT
fuelectenerg-13343	177	40	1	1	NUM
fuelectenerg-13343	177	41	)	)	PUNCT
fuelectenerg-13343	177	42	,	,	PUNCT
fuelectenerg-13343	177	43	(	(	PUNCT
fuelectenerg-13343	177	44	2	2	NUM
fuelectenerg-13343	177	45	)	)	PUNCT
fuelectenerg-13343	177	46	,	,	PUNCT
fuelectenerg-13343	177	47	and	and	CCONJ
fuelectenerg-13343	177	48	(	(	PUNCT
fuelectenerg-13343	177	49	3	3	X
fuelectenerg-13343	177	50	)	)	PUNCT
fuelectenerg-13343	177	51	[	[	X
fuelectenerg-13343	177	52	26	26	NUM
fuelectenerg-13343	177	53	]	]	PUNCT
fuelectenerg-13343	177	54	.	.	PUNCT
fuelectenerg-13343	178	1	(	(	PUNCT
fuelectenerg-13343	178	2	)	)	PUNCT
fuelectenerg-13343	178	3	.	.	PUNCT
fuelectenerg-13343	179	1	frequency	frequency	NOUN
fuelectenerg-13343	179	2	of	of	ADP
fuelectenerg-13343	179	3	term	term	NOUN
fuelectenerg-13343	179	4	in	in	ADP
fuelectenerg-13343	179	5	the	the	DET
fuelectenerg-13343	179	6	document	document	NOUN
fuelectenerg-13343	179	7	tf	tf	INTJ
fuelectenerg-13343	179	8	term	term	NOUN
fuelectenerg-13343	179	9	total	total	NOUN
fuelectenerg-13343	179	10	no	no	PRON
fuelectenerg-13343	179	11	of	of	ADP
fuelectenerg-13343	179	12	terms	term	NOUN
fuelectenerg-13343	179	13	in	in	ADP
fuelectenerg-13343	179	14	the	the	DET
fuelectenerg-13343	179	15	document	document	NOUN
fuelectenerg-13343	179	16	=	=	PUNCT
fuelectenerg-13343	179	17	(	(	PUNCT
fuelectenerg-13343	179	18	1	1	NUM
fuelectenerg-13343	179	19	)	)	PUNCT
fuelectenerg-13343	179	20	(	(	PUNCT
fuelectenerg-13343	179	21	)	)	PUNCT
fuelectenerg-13343	179	22	.	.	PUNCT
fuelectenerg-13343	180	1	log	log	VERB
fuelectenerg-13343	180	2	.	.	PUNCT
fuelectenerg-13343	181	1	total	total	ADJ
fuelectenerg-13343	181	2	no	no	PRON
fuelectenerg-13343	181	3	of	of	ADP
fuelectenerg-13343	181	4	topic	topic	NOUN
fuelectenerg-13343	181	5	itf	itf	PROPN
fuelectenerg-13343	181	6	term	term	NOUN
fuelectenerg-13343	181	7	no	no	PRON
fuelectenerg-13343	181	8	of	of	ADP
fuelectenerg-13343	181	9	topic	topic	NOUN
fuelectenerg-13343	181	10	with	with	ADP
fuelectenerg-13343	181	11	that	that	DET
fuelectenerg-13343	181	12	terms	term	NOUN
fuelectenerg-13343	181	13	in	in	ADP
fuelectenerg-13343	181	14	it	it	PRON
fuelectenerg-13343	181	15	=	=	PUNCT
fuelectenerg-13343	181	16	(	(	PUNCT
fuelectenerg-13343	181	17	2	2	NUM
fuelectenerg-13343	181	18	)	)	PUNCT
fuelectenerg-13343	181	19	(	(	PUNCT
fuelectenerg-13343	181	20	)	)	PUNCT
fuelectenerg-13343	181	21	(	(	PUNCT
fuelectenerg-13343	181	22	)	)	PUNCT
fuelectenerg-13343	181	23	(	(	PUNCT
fuelectenerg-13343	181	24	)	)	PUNCT
fuelectenerg-13343	181	25	tf	tf	PROPN
fuelectenerg-13343	181	26	itf	itf	PROPN
fuelectenerg-13343	181	27	term	term	NOUN
fuelectenerg-13343	181	28	tf	tf	PROPN
fuelectenerg-13343	181	29	term	term	NOUN
fuelectenerg-13343	181	30	itf	itf	PROPN
fuelectenerg-13343	181	31	term−	term−	NOUN
fuelectenerg-13343	181	32	=	=	SYM
fuelectenerg-13343	181	33			PROPN
fuelectenerg-13343	181	34	(	(	PUNCT
fuelectenerg-13343	181	35	3	3	X
fuelectenerg-13343	181	36	)	)	PUNCT
fuelectenerg-13343	181	37	tf	tf	ADJ
fuelectenerg-13343	181	38	-	-	PUNCT
fuelectenerg-13343	181	39	itf	itf	PROPN
fuelectenerg-13343	181	40	values	value	NOUN
fuelectenerg-13343	181	41	range	range	VERB
fuelectenerg-13343	181	42	between	between	ADP
fuelectenerg-13343	181	43	[	[	X
fuelectenerg-13343	181	44	0,1	0,1	NUM
fuelectenerg-13343	181	45	]	]	PUNCT
fuelectenerg-13343	181	46	with	with	ADP
fuelectenerg-13343	181	47	ten	ten	NUM
fuelectenerg-13343	181	48	-	-	PUNCT
fuelectenerg-13343	181	49	digit	digit	NOUN
fuelectenerg-13343	181	50	precision	precision	NOUN
fuelectenerg-13343	181	51	.	.	PUNCT
fuelectenerg-13343	182	1	once	once	SCONJ
fuelectenerg-13343	182	2	these	these	DET
fuelectenerg-13343	182	3	values	value	NOUN
fuelectenerg-13343	182	4	are	be	AUX
fuelectenerg-13343	182	5	calculated	calculate	VERB
fuelectenerg-13343	182	6	,	,	PUNCT
fuelectenerg-13343	182	7	the	the	DET
fuelectenerg-13343	182	8	terms	term	NOUN
fuelectenerg-13343	182	9	are	be	AUX
fuelectenerg-13343	182	10	arranged	arrange	VERB
fuelectenerg-13343	182	11	in	in	ADP
fuelectenerg-13343	182	12	descending	descend	VERB
fuelectenerg-13343	182	13	order	order	NOUN
fuelectenerg-13343	182	14	.	.	PUNCT
fuelectenerg-13343	183	1	each	each	DET
fuelectenerg-13343	183	2	term	term	NOUN
fuelectenerg-13343	183	3	is	be	AUX
fuelectenerg-13343	183	4	then	then	ADV
fuelectenerg-13343	183	5	paired	pair	VERB
fuelectenerg-13343	183	6	with	with	ADP
fuelectenerg-13343	183	7	its	its	PRON
fuelectenerg-13343	183	8	respective	respective	ADJ
fuelectenerg-13343	183	9	value	value	NOUN
fuelectenerg-13343	183	10	to	to	PART
fuelectenerg-13343	183	11	create	create	VERB
fuelectenerg-13343	183	12	a	a	DET
fuelectenerg-13343	183	13	new	new	ADJ
fuelectenerg-13343	183	14	word	word	NOUN
fuelectenerg-13343	183	15	scenario	scenario	NOUN
fuelectenerg-13343	183	16	.	.	PUNCT
fuelectenerg-13343	184	1	this	this	DET
fuelectenerg-13343	184	2	arrangement	arrangement	NOUN
fuelectenerg-13343	184	3	is	be	AUX
fuelectenerg-13343	184	4	crucial	crucial	ADJ
fuelectenerg-13343	184	5	for	for	ADP
fuelectenerg-13343	184	6	analyzing	analyze	VERB
fuelectenerg-13343	184	7	the	the	DET
fuelectenerg-13343	184	8	tf	tf	PROPN
fuelectenerg-13343	184	9	-	-	PUNCT
fuelectenerg-13343	184	10	itf	itf	NOUN
fuelectenerg-13343	184	11	values	value	NOUN
fuelectenerg-13343	184	12	of	of	ADP
fuelectenerg-13343	184	13	individual	individual	ADJ
fuelectenerg-13343	184	14	words	word	NOUN
fuelectenerg-13343	184	15	,	,	PUNCT
fuelectenerg-13343	184	16	allowing	allow	VERB
fuelectenerg-13343	184	17	for	for	ADP
fuelectenerg-13343	184	18	the	the	DET
fuelectenerg-13343	184	19	examination	examination	NOUN
fuelectenerg-13343	184	20	of	of	ADP
fuelectenerg-13343	184	21	previously	previously	ADV
fuelectenerg-13343	184	22	overlooked	overlook	VERB
fuelectenerg-13343	184	23	results	result	NOUN
fuelectenerg-13343	184	24	.	.	PUNCT
fuelectenerg-13343	185	1	the	the	DET
fuelectenerg-13343	185	2	significance	significance	NOUN
fuelectenerg-13343	185	3	of	of	ADP
fuelectenerg-13343	185	4	a	a	DET
fuelectenerg-13343	185	5	phrase	phrase	NOUN
fuelectenerg-13343	185	6	is	be	AUX
fuelectenerg-13343	185	7	determined	determine	VERB
fuelectenerg-13343	185	8	by	by	ADP
fuelectenerg-13343	185	9	calculating	calculate	VERB
fuelectenerg-13343	185	10	the	the	DET
fuelectenerg-13343	185	11	tf	tf	PROPN
fuelectenerg-13343	185	12	-	-	PUNCT
fuelectenerg-13343	185	13	itf	itf	NOUN
fuelectenerg-13343	185	14	value	value	NOUN
fuelectenerg-13343	185	15	of	of	ADP
fuelectenerg-13343	185	16	each	each	DET
fuelectenerg-13343	185	17	word	word	NOUN
fuelectenerg-13343	185	18	,	,	PUNCT
fuelectenerg-13343	185	19	and	and	CCONJ
fuelectenerg-13343	185	20	the	the	DET
fuelectenerg-13343	185	21	overall	overall	ADJ
fuelectenerg-13343	185	22	importance	importance	NOUN
fuelectenerg-13343	185	23	of	of	ADP
fuelectenerg-13343	185	24	the	the	DET
fuelectenerg-13343	185	25	phrase	phrase	NOUN
fuelectenerg-13343	185	26	is	be	AUX
fuelectenerg-13343	185	27	derived	derive	VERB
fuelectenerg-13343	185	28	from	from	ADP
fuelectenerg-13343	185	29	the	the	DET
fuelectenerg-13343	185	30	combined	combine	VERB
fuelectenerg-13343	185	31	value	value	NOUN
fuelectenerg-13343	185	32	of	of	ADP
fuelectenerg-13343	185	33	all	all	DET
fuelectenerg-13343	185	34	words	word	NOUN
fuelectenerg-13343	185	35	,	,	PUNCT
fuelectenerg-13343	185	36	including	include	VERB
fuelectenerg-13343	185	37	the	the	DET
fuelectenerg-13343	185	38	action	action	NOUN
fuelectenerg-13343	185	39	word	word	NOUN
fuelectenerg-13343	185	40	.	.	PUNCT
fuelectenerg-13343	186	1	the	the	DET
fuelectenerg-13343	186	2	words	word	NOUN
fuelectenerg-13343	186	3	are	be	AUX
fuelectenerg-13343	186	4	then	then	ADV
fuelectenerg-13343	186	5	listed	list	VERB
fuelectenerg-13343	186	6	chronologically	chronologically	ADV
fuelectenerg-13343	186	7	in	in	ADP
fuelectenerg-13343	186	8	descending	descend	VERB
fuelectenerg-13343	186	9	order	order	NOUN
fuelectenerg-13343	186	10	of	of	ADP
fuelectenerg-13343	186	11	their	their	PRON
fuelectenerg-13343	186	12	importance	importance	NOUN
fuelectenerg-13343	186	13	.	.	PUNCT
fuelectenerg-13343	187	1	the	the	DET
fuelectenerg-13343	187	2	tf	tf	PROPN
fuelectenerg-13343	187	3	-	-	PUNCT
fuelectenerg-13343	187	4	itf	itf	NOUN
fuelectenerg-13343	187	5	technique	technique	NOUN
fuelectenerg-13343	187	6	follows	follow	VERB
fuelectenerg-13343	187	7	the	the	DET
fuelectenerg-13343	187	8	traditional	traditional	ADJ
fuelectenerg-13343	187	9	tf	tf	ADJ
fuelectenerg-13343	187	10	-	-	PUNCT
fuelectenerg-13343	187	11	idf	idf	PROPN
fuelectenerg-13343	187	12	principles	principle	NOUN
fuelectenerg-13343	187	13	,	,	PUNCT
fuelectenerg-13343	187	14	where	where	SCONJ
fuelectenerg-13343	187	15	word	word	NOUN
fuelectenerg-13343	187	16	importance	importance	NOUN
fuelectenerg-13343	187	17	is	be	AUX
fuelectenerg-13343	187	18	determined	determine	VERB
fuelectenerg-13343	187	19	based	base	VERB
fuelectenerg-13343	187	20	on	on	ADP
fuelectenerg-13343	187	21	document	document	NOUN
fuelectenerg-13343	187	22	frequency	frequency	NOUN
fuelectenerg-13343	187	23	.	.	PUNCT
fuelectenerg-13343	188	1	essentially	essentially	ADV
fuelectenerg-13343	188	2	,	,	PUNCT
fuelectenerg-13343	188	3	tf	tf	PROPN
fuelectenerg-13343	188	4	-	-	PUNCT
fuelectenerg-13343	188	5	itf	itf	NOUN
fuelectenerg-13343	188	6	is	be	AUX
fuelectenerg-13343	188	7	conceptually	conceptually	ADV
fuelectenerg-13343	188	8	the	the	DET
fuelectenerg-13343	188	9	same	same	ADJ
fuelectenerg-13343	188	10	as	as	ADP
fuelectenerg-13343	188	11	tf	tf	PROPN
fuelectenerg-13343	188	12	-	-	PUNCT
fuelectenerg-13343	188	13	idf	idf	PROPN
fuelectenerg-13343	188	14	,	,	PUNCT
fuelectenerg-13343	188	15	and	and	CCONJ
fuelectenerg-13343	188	16	we	we	PRON
fuelectenerg-13343	188	17	acknowledge	acknowledge	VERB
fuelectenerg-13343	188	18	that	that	SCONJ
fuelectenerg-13343	188	19	the	the	DET
fuelectenerg-13343	188	20	standard	standard	ADJ
fuelectenerg-13343	188	21	term	term	NOUN
fuelectenerg-13343	188	22	"	"	PUNCT
fuelectenerg-13343	188	23	inverse	inverse	ADJ
fuelectenerg-13343	188	24	document	document	NOUN
fuelectenerg-13343	188	25	frequency	frequency	NOUN
fuelectenerg-13343	188	26	(	(	PUNCT
fuelectenerg-13343	188	27	idf	idf	PROPN
fuelectenerg-13343	188	28	)	)	PUNCT
fuelectenerg-13343	188	29	"	"	PUNCT
fuelectenerg-13343	188	30	should	should	AUX
fuelectenerg-13343	188	31	be	be	AUX
fuelectenerg-13343	188	32	used	use	VERB
fuelectenerg-13343	188	33	for	for	ADP
fuelectenerg-13343	188	34	consistency	consistency	NOUN
fuelectenerg-13343	188	35	.	.	PUNCT
fuelectenerg-13343	189	1	tf_itf	tf_itf	NOUN
fuelectenerg-13343	189	2	calculation	calculation	NOUN
fuelectenerg-13343	189	3	with	with	ADP
fuelectenerg-13343	189	4	one	one	NUM
fuelectenerg-13343	189	5	example	example	NOUN
fuelectenerg-13343	189	6	is	be	AUX
fuelectenerg-13343	189	7	shown	show	VERB
fuelectenerg-13343	189	8	through	through	ADP
fuelectenerg-13343	189	9	the	the	DET
fuelectenerg-13343	189	10	given	give	VERB
fuelectenerg-13343	189	11	example	example	NOUN
fuelectenerg-13343	189	12	.	.	PUNCT
fuelectenerg-13343	190	1	consider	consider	VERB
fuelectenerg-13343	190	2	a	a	DET
fuelectenerg-13343	190	3	corpus	corpus	NOUN
fuelectenerg-13343	190	4	with	with	ADP
fuelectenerg-13343	190	5	5	5	NUM
fuelectenerg-13343	190	6	topics	topic	NOUN
fuelectenerg-13343	190	7	,	,	PUNCT
fuelectenerg-13343	190	8	and	and	CCONJ
fuelectenerg-13343	190	9	a	a	DET
fuelectenerg-13343	190	10	document	document	NOUN
fuelectenerg-13343	190	11	containing	contain	VERB
fuelectenerg-13343	190	12	the	the	DET
fuelectenerg-13343	190	13	following	follow	VERB
fuelectenerg-13343	190	14	words	word	NOUN
fuelectenerg-13343	190	15	with	with	ADP
fuelectenerg-13343	190	16	respective	respective	ADJ
fuelectenerg-13343	190	17	frequencies	frequency	NOUN
fuelectenerg-13343	190	18	:	:	PUNCT
fuelectenerg-13343	190	19	term	term	NOUN
fuelectenerg-13343	190	20	frequency	frequency	NOUN
fuelectenerg-13343	190	21	in	in	ADP
fuelectenerg-13343	190	22	document	document	NOUN
fuelectenerg-13343	190	23	total	total	ADJ
fuelectenerg-13343	190	24	terms	term	NOUN
fuelectenerg-13343	190	25	in	in	ADP
fuelectenerg-13343	190	26	document	document	NOUN
fuelectenerg-13343	190	27	topics	topic	NOUN
fuelectenerg-13343	190	28	containing	contain	VERB
fuelectenerg-13343	190	29	term	term	NOUN
fuelectenerg-13343	190	30	“	"	PUNCT
fuelectenerg-13343	190	31	cancer	cancer	NOUN
fuelectenerg-13343	190	32	”	"	PUNCT
fuelectenerg-13343	190	33	4	4	NUM
fuelectenerg-13343	190	34	100	100	NUM
fuelectenerg-13343	190	35	3	3	NUM
fuelectenerg-13343	190	36	“	"	PUNCT
fuelectenerg-13343	190	37	scan	scan	ADJ
fuelectenerg-13343	190	38	”	"	PUNCT
fuelectenerg-13343	190	39	2	2	NUM
fuelectenerg-13343	190	40	100	100	NUM
fuelectenerg-13343	190	41	2	2	NUM
fuelectenerg-13343	190	42	“	"	PUNCT
fuelectenerg-13343	190	43	deep	deep	ADJ
fuelectenerg-13343	190	44	”	"	PUNCT
fuelectenerg-13343	190	45	1	1	NUM
fuelectenerg-13343	190	46	100	100	NUM
fuelectenerg-13343	190	47	5	5	NUM
fuelectenerg-13343	190	48	tf("cancer	tf("cancer	NOUN
fuelectenerg-13343	190	49	"	"	PUNCT
fuelectenerg-13343	190	50	)	)	PUNCT
fuelectenerg-13343	191	1	=	=	VERB
fuelectenerg-13343	191	2	100/4=0.04	100/4=0.04	NUM
fuelectenerg-13343	191	3	tf("scan	tf("scan	ADJ
fuelectenerg-13343	191	4	"	"	PUNCT
fuelectenerg-13343	191	5	)	)	PUNCT
fuelectenerg-13343	191	6	=	=	SYM
fuelectenerg-13343	191	7	100/2=0.02	100/2=0.02	NUM
fuelectenerg-13343	191	8	tf("deep	tf("deep	NOUN
fuelectenerg-13343	191	9	"	"	PUNCT
fuelectenerg-13343	191	10	)	)	PUNCT
fuelectenerg-13343	191	11	=	=	NUM
fuelectenerg-13343	191	12	100/1=0.01	100/1=0.01	NUM
fuelectenerg-13343	191	13	itf("cancer	itf("cancer	NOUN
fuelectenerg-13343	191	14	"	"	PUNCT
fuelectenerg-13343	191	15	)	)	PUNCT
fuelectenerg-13343	191	16	=	=	VERB
fuelectenerg-13343	191	17	log	log	NOUN
fuelectenerg-13343	191	18	(	(	PUNCT
fuelectenerg-13343	191	19	5/3)=0.22	5/3)=0.22	NUM
fuelectenerg-13343	191	20	itf("scan	itf("scan	ADJ
fuelectenerg-13343	191	21	"	"	PUNCT
fuelectenerg-13343	191	22	)	)	PUNCT
fuelectenerg-13343	191	23	=	=	VERB
fuelectenerg-13343	191	24	log	log	NOUN
fuelectenerg-13343	191	25	(	(	PUNCT
fuelectenerg-13343	191	26	5/2)=0.40	5/2)=0.40	NOUN
fuelectenerg-13343	191	27	itf("deep	itf("deep	NOUN
fuelectenerg-13343	191	28	"	"	PUNCT
fuelectenerg-13343	191	29	)	)	PUNCT
fuelectenerg-13343	191	30	=	=	VERB
fuelectenerg-13343	191	31	log	log	NOUN
fuelectenerg-13343	191	32	(	(	PUNCT
fuelectenerg-13343	191	33	5/5)=0.00	5/5)=0.00	NUM
fuelectenerg-13343	191	34	tf_itf("cancer	tf_itf("cancer	NOUN
fuelectenerg-13343	191	35	"	"	PUNCT
fuelectenerg-13343	191	36	)	)	PUNCT
fuelectenerg-13343	191	37	=	=	SYM
fuelectenerg-13343	191	38	0.04×0.22=0.0088	0.04×0.22=0.0088	NUM
fuelectenerg-13343	191	39	tf_itf("scan	tf_itf("scan	NUM
fuelectenerg-13343	191	40	"	"	PUNCT
fuelectenerg-13343	191	41	)	)	PUNCT
fuelectenerg-13343	191	42	=	=	SYM
fuelectenerg-13343	191	43	0.02×0.40=0.0080	0.02×0.40=0.0080	NUM
fuelectenerg-13343	191	44	tf_itf("deep	tf_itf("deep	NOUN
fuelectenerg-13343	191	45	"	"	PUNCT
fuelectenerg-13343	191	46	)	)	PUNCT
fuelectenerg-13343	191	47	=	=	SYM
fuelectenerg-13343	191	48	0.01×0.00=0.0000	0.01×0.00=0.0000	NUM
fuelectenerg-13343	191	49	after	after	ADP
fuelectenerg-13343	191	50	computing	compute	VERB
fuelectenerg-13343	191	51	these	these	DET
fuelectenerg-13343	191	52	values	value	NOUN
fuelectenerg-13343	191	53	,	,	PUNCT
fuelectenerg-13343	191	54	the	the	DET
fuelectenerg-13343	191	55	terms	term	NOUN
fuelectenerg-13343	191	56	are	be	AUX
fuelectenerg-13343	191	57	ranked	rank	VERB
fuelectenerg-13343	191	58	in	in	ADP
fuelectenerg-13343	191	59	descending	descend	VERB
fuelectenerg-13343	191	60	order	order	NOUN
fuelectenerg-13343	191	61	of	of	ADP
fuelectenerg-13343	191	62	importance	importance	NOUN
fuelectenerg-13343	191	63	:	:	PUNCT
fuelectenerg-13343	191	64	1	1	X
fuelectenerg-13343	191	65	.	.	X
fuelectenerg-13343	191	66	"	"	PUNCT
fuelectenerg-13343	191	67	cancer	cancer	NOUN
fuelectenerg-13343	191	68	"	"	PUNCT
fuelectenerg-13343	191	69	→	→	SYM
fuelectenerg-13343	191	70	0.0088	0.0088	NUM
fuelectenerg-13343	191	71	2	2	NUM
fuelectenerg-13343	191	72	.	.	PUNCT
fuelectenerg-13343	192	1	"	"	PUNCT
fuelectenerg-13343	192	2	scan	scan	ADJ
fuelectenerg-13343	192	3	"	"	PUNCT
fuelectenerg-13343	192	4	→	→	SYM
fuelectenerg-13343	192	5	0.0080	0.0080	NUM
fuelectenerg-13343	192	6	3	3	NUM
fuelectenerg-13343	192	7	.	.	PUNCT
fuelectenerg-13343	193	1	"	"	PUNCT
fuelectenerg-13343	193	2	deep	deep	ADJ
fuelectenerg-13343	193	3	"	"	PUNCT
fuelectenerg-13343	193	4	→	→	SYM
fuelectenerg-13343	193	5	0.0000	0.0000	NUM
fuelectenerg-13343	193	6	542	542	NUM
fuelectenerg-13343	193	7	j.	j.	PROPN
fuelectenerg-13343	193	8	rautaray	rautaray	PROPN
fuelectenerg-13343	193	9	,	,	PUNCT
fuelectenerg-13343	193	10	s.	s.	PROPN
fuelectenerg-13343	193	11	panigrahi	panigrahi	PROPN
fuelectenerg-13343	193	12	,	,	PUNCT
fuelectenerg-13343	193	13	a.	a.	PROPN
fuelectenerg-13343	193	14	k.	k.	PROPN
fuelectenerg-13343	193	15	nayak	nayak	PROPN
fuelectenerg-13343	193	16	3.3	3.3	NUM
fuelectenerg-13343	193	17	.	.	PUNCT
fuelectenerg-13343	194	1	vectorization	vectorization	NOUN
fuelectenerg-13343	194	2	the	the	DET
fuelectenerg-13343	194	3	phrases	phrase	NOUN
fuelectenerg-13343	194	4	are	be	AUX
fuelectenerg-13343	194	5	now	now	ADV
fuelectenerg-13343	194	6	transformed	transform	VERB
fuelectenerg-13343	194	7	into	into	ADP
fuelectenerg-13343	194	8	vectors	vector	NOUN
fuelectenerg-13343	194	9	in	in	ADP
fuelectenerg-13343	194	10	this	this	DET
fuelectenerg-13343	194	11	stage	stage	NOUN
fuelectenerg-13343	194	12	.	.	PUNCT
fuelectenerg-13343	195	1	each	each	DET
fuelectenerg-13343	195	2	phrase	phrase	NOUN
fuelectenerg-13343	195	3	is	be	AUX
fuelectenerg-13343	195	4	broken	break	VERB
fuelectenerg-13343	195	5	up	up	ADP
fuelectenerg-13343	195	6	into	into	ADP
fuelectenerg-13343	195	7	a	a	DET
fuelectenerg-13343	195	8	list	list	NOUN
fuelectenerg-13343	195	9	of	of	ADP
fuelectenerg-13343	195	10	separate	separate	ADJ
fuelectenerg-13343	195	11	words	word	NOUN
fuelectenerg-13343	195	12	.	.	PUNCT
fuelectenerg-13343	196	1	since	since	SCONJ
fuelectenerg-13343	196	2	every	every	DET
fuelectenerg-13343	196	3	word	word	NOUN
fuelectenerg-13343	196	4	in	in	ADP
fuelectenerg-13343	196	5	the	the	DET
fuelectenerg-13343	196	6	collection	collection	NOUN
fuelectenerg-13343	196	7	has	have	VERB
fuelectenerg-13343	196	8	a	a	DET
fuelectenerg-13343	196	9	tf	tf	PROPN
fuelectenerg-13343	196	10	-	-	PUNCT
fuelectenerg-13343	196	11	itf	itf	NOUN
fuelectenerg-13343	196	12	score	score	NOUN
fuelectenerg-13343	196	13	,	,	PUNCT
fuelectenerg-13343	196	14	it	it	PRON
fuelectenerg-13343	196	15	is	be	AUX
fuelectenerg-13343	196	16	allocated	allocate	VERB
fuelectenerg-13343	196	17	to	to	ADP
fuelectenerg-13343	196	18	them	they	PRON
fuelectenerg-13343	196	19	.	.	PUNCT
fuelectenerg-13343	197	1	the	the	DET
fuelectenerg-13343	197	2	words	word	NOUN
fuelectenerg-13343	197	3	'	'	PART
fuelectenerg-13343	197	4	probable	probable	ADJ
fuelectenerg-13343	197	5	vector	vector	NOUN
fuelectenerg-13343	197	6	forms	form	NOUN
fuelectenerg-13343	197	7	are	be	AUX
fuelectenerg-13343	197	8	listed	list	VERB
fuelectenerg-13343	197	9	in	in	ADP
fuelectenerg-13343	197	10	this	this	DET
fuelectenerg-13343	197	11	list	list	NOUN
fuelectenerg-13343	197	12	of	of	ADP
fuelectenerg-13343	197	13	tf	tf	PROPN
fuelectenerg-13343	197	14	-	-	PUNCT
fuelectenerg-13343	197	15	itf	itf	PROPN
fuelectenerg-13343	197	16	scores	score	NOUN
fuelectenerg-13343	197	17	.	.	PUNCT
fuelectenerg-13343	198	1	the	the	DET
fuelectenerg-13343	198	2	algorithm	algorithm	NOUN
fuelectenerg-13343	198	3	then	then	ADV
fuelectenerg-13343	198	4	receives	receive	VERB
fuelectenerg-13343	198	5	these	these	DET
fuelectenerg-13343	198	6	vectors	vector	NOUN
fuelectenerg-13343	198	7	in	in	ADP
fuelectenerg-13343	198	8	order	order	NOUN
fuelectenerg-13343	198	9	to	to	PART
fuelectenerg-13343	198	10	process	process	VERB
fuelectenerg-13343	198	11	and	and	CCONJ
fuelectenerg-13343	198	12	produce	produce	VERB
fuelectenerg-13343	198	13	an	an	DET
fuelectenerg-13343	198	14	outcome	outcome	NOUN
fuelectenerg-13343	198	15	[	[	X
fuelectenerg-13343	198	16	27	27	NUM
fuelectenerg-13343	198	17	]	]	PUNCT
fuelectenerg-13343	198	18	.	.	PUNCT
fuelectenerg-13343	199	1	in	in	ADP
fuelectenerg-13343	199	2	our	our	PRON
fuelectenerg-13343	199	3	proposed	propose	VERB
fuelectenerg-13343	199	4	approach	approach	NOUN
fuelectenerg-13343	199	5	,	,	PUNCT
fuelectenerg-13343	199	6	words	word	NOUN
fuelectenerg-13343	199	7	are	be	AUX
fuelectenerg-13343	199	8	represented	represent	VERB
fuelectenerg-13343	199	9	using	use	VERB
fuelectenerg-13343	199	10	tf	tf	PROPN
fuelectenerg-13343	199	11	-	-	PUNCT
fuelectenerg-13343	199	12	itf	itf	NOUN
fuelectenerg-13343	199	13	,	,	PUNCT
fuelectenerg-13343	199	14	a	a	DET
fuelectenerg-13343	199	15	numerical	numerical	ADJ
fuelectenerg-13343	199	16	statistical	statistical	ADJ
fuelectenerg-13343	199	17	technique	technique	NOUN
fuelectenerg-13343	199	18	for	for	ADP
fuelectenerg-13343	199	19	feature	feature	NOUN
fuelectenerg-13343	199	20	extraction	extraction	NOUN
fuelectenerg-13343	199	21	in	in	ADP
fuelectenerg-13343	199	22	text	text	NOUN
fuelectenerg-13343	199	23	processing	processing	NOUN
fuelectenerg-13343	199	24	.	.	PUNCT
fuelectenerg-13343	200	1	unlike	unlike	ADP
fuelectenerg-13343	200	2	word	word	NOUN
fuelectenerg-13343	200	3	embeddings	embedding	NOUN
fuelectenerg-13343	200	4	,	,	PUNCT
fuelectenerg-13343	200	5	which	which	PRON
fuelectenerg-13343	200	6	capture	capture	VERB
fuelectenerg-13343	200	7	semantic	semantic	ADJ
fuelectenerg-13343	200	8	relationships	relationship	NOUN
fuelectenerg-13343	200	9	between	between	ADP
fuelectenerg-13343	200	10	words	word	NOUN
fuelectenerg-13343	200	11	,	,	PUNCT
fuelectenerg-13343	200	12	tf	tf	PROPN
fuelectenerg-13343	200	13	-	-	PUNCT
fuelectenerg-13343	200	14	itf	itf	NOUN
fuelectenerg-13343	200	15	focuses	focus	VERB
fuelectenerg-13343	200	16	on	on	ADP
fuelectenerg-13343	200	17	statistical	statistical	ADJ
fuelectenerg-13343	200	18	significance	significance	NOUN
fuelectenerg-13343	200	19	by	by	ADP
fuelectenerg-13343	200	20	determining	determine	VERB
fuelectenerg-13343	200	21	a	a	DET
fuelectenerg-13343	200	22	word	word	NOUN
fuelectenerg-13343	200	23	’s	’s	PART
fuelectenerg-13343	200	24	importance	importance	NOUN
fuelectenerg-13343	200	25	within	within	ADP
fuelectenerg-13343	200	26	a	a	DET
fuelectenerg-13343	200	27	document	document	NOUN
fuelectenerg-13343	200	28	relative	relative	ADJ
fuelectenerg-13343	200	29	to	to	ADP
fuelectenerg-13343	200	30	a	a	DET
fuelectenerg-13343	200	31	corpus	corpus	NOUN
fuelectenerg-13343	200	32	.	.	PUNCT
fuelectenerg-13343	201	1	this	this	PRON
fuelectenerg-13343	201	2	means	mean	VERB
fuelectenerg-13343	201	3	our	our	PRON
fuelectenerg-13343	201	4	method	method	NOUN
fuelectenerg-13343	201	5	does	do	AUX
fuelectenerg-13343	201	6	not	not	PART
fuelectenerg-13343	201	7	rely	rely	VERB
fuelectenerg-13343	201	8	on	on	ADP
fuelectenerg-13343	201	9	contextual	contextual	ADJ
fuelectenerg-13343	201	10	similarity	similarity	NOUN
fuelectenerg-13343	201	11	or	or	CCONJ
fuelectenerg-13343	201	12	distributional	distributional	ADJ
fuelectenerg-13343	201	13	semantics	semantic	NOUN
fuelectenerg-13343	201	14	but	but	CCONJ
fuelectenerg-13343	201	15	instead	instead	ADV
fuelectenerg-13343	201	16	emphasizes	emphasize	VERB
fuelectenerg-13343	201	17	the	the	DET
fuelectenerg-13343	201	18	frequency	frequency	NOUN
fuelectenerg-13343	201	19	-	-	PUNCT
fuelectenerg-13343	201	20	based	base	VERB
fuelectenerg-13343	201	21	importance	importance	NOUN
fuelectenerg-13343	201	22	of	of	ADP
fuelectenerg-13343	201	23	words	word	NOUN
fuelectenerg-13343	201	24	.	.	PUNCT
fuelectenerg-13343	202	1	sentences	sentence	NOUN
fuelectenerg-13343	202	2	are	be	AUX
fuelectenerg-13343	202	3	then	then	ADV
fuelectenerg-13343	202	4	represented	represent	VERB
fuelectenerg-13343	202	5	as	as	ADP
fuelectenerg-13343	202	6	vectors	vector	NOUN
fuelectenerg-13343	202	7	of	of	ADP
fuelectenerg-13343	202	8	tf	tf	PROPN
fuelectenerg-13343	202	9	-	-	PUNCT
fuelectenerg-13343	202	10	itf	itf	PROPN
fuelectenerg-13343	202	11	weights	weight	NOUN
fuelectenerg-13343	202	12	,	,	PUNCT
fuelectenerg-13343	202	13	allowing	allow	VERB
fuelectenerg-13343	202	14	for	for	ADP
fuelectenerg-13343	202	15	effective	effective	ADJ
fuelectenerg-13343	202	16	text	text	NOUN
fuelectenerg-13343	202	17	representation	representation	NOUN
fuelectenerg-13343	202	18	without	without	ADP
fuelectenerg-13343	202	19	requiring	require	VERB
fuelectenerg-13343	202	20	word	word	NOUN
fuelectenerg-13343	202	21	embeddings	embedding	NOUN
fuelectenerg-13343	202	22	.	.	PUNCT
fuelectenerg-13343	203	1	these	these	DET
fuelectenerg-13343	203	2	tf	tf	PROPN
fuelectenerg-13343	203	3	-	-	PUNCT
fuelectenerg-13343	203	4	itf	itf	NOUN
fuelectenerg-13343	203	5	-	-	PUNCT
fuelectenerg-13343	203	6	based	base	VERB
fuelectenerg-13343	203	7	vectors	vector	NOUN
fuelectenerg-13343	203	8	are	be	AUX
fuelectenerg-13343	203	9	then	then	ADV
fuelectenerg-13343	203	10	used	use	VERB
fuelectenerg-13343	203	11	as	as	ADP
fuelectenerg-13343	203	12	input	input	NOUN
fuelectenerg-13343	203	13	for	for	ADP
fuelectenerg-13343	203	14	further	further	ADJ
fuelectenerg-13343	203	15	processing	processing	NOUN
fuelectenerg-13343	203	16	in	in	ADP
fuelectenerg-13343	203	17	our	our	PRON
fuelectenerg-13343	203	18	vectorization	vectorization	NOUN
fuelectenerg-13343	203	19	stage	stage	NOUN
fuelectenerg-13343	203	20	,	,	PUNCT
fuelectenerg-13343	203	21	where	where	SCONJ
fuelectenerg-13343	203	22	each	each	DET
fuelectenerg-13343	203	23	phrase	phrase	NOUN
fuelectenerg-13343	203	24	is	be	AUX
fuelectenerg-13343	203	25	broken	break	VERB
fuelectenerg-13343	203	26	into	into	ADP
fuelectenerg-13343	203	27	separate	separate	ADJ
fuelectenerg-13343	203	28	words	word	NOUN
fuelectenerg-13343	203	29	and	and	CCONJ
fuelectenerg-13343	203	30	assigned	assign	VERB
fuelectenerg-13343	203	31	their	their	PRON
fuelectenerg-13343	203	32	respective	respective	ADJ
fuelectenerg-13343	203	33	tf	tf	ADJ
fuelectenerg-13343	203	34	-	-	PUNCT
fuelectenerg-13343	203	35	itf	itf	PROPN
fuelectenerg-13343	203	36	scores	score	NOUN
fuelectenerg-13343	203	37	.	.	PUNCT
fuelectenerg-13343	204	1	the	the	DET
fuelectenerg-13343	204	2	resulting	result	VERB
fuelectenerg-13343	204	3	vectors	vector	NOUN
fuelectenerg-13343	204	4	are	be	AUX
fuelectenerg-13343	204	5	then	then	ADV
fuelectenerg-13343	204	6	optimized	optimize	VERB
fuelectenerg-13343	204	7	using	use	VERB
fuelectenerg-13343	204	8	the	the	DET
fuelectenerg-13343	204	9	coa	coa	NOUN
fuelectenerg-13343	204	10	to	to	PART
fuelectenerg-13343	204	11	enhance	enhance	VERB
fuelectenerg-13343	204	12	the	the	DET
fuelectenerg-13343	204	13	performance	performance	NOUN
fuelectenerg-13343	204	14	of	of	ADP
fuelectenerg-13343	204	15	the	the	DET
fuelectenerg-13343	204	16	model	model	NOUN
fuelectenerg-13343	204	17	,	,	PUNCT
fuelectenerg-13343	204	18	ensuring	ensure	VERB
fuelectenerg-13343	204	19	effective	effective	ADJ
fuelectenerg-13343	204	20	parameter	parameter	NOUN
fuelectenerg-13343	204	21	tuning	tuning	NOUN
fuelectenerg-13343	204	22	for	for	ADP
fuelectenerg-13343	204	23	improved	improved	ADJ
fuelectenerg-13343	204	24	classification	classification	NOUN
fuelectenerg-13343	204	25	accuracy	accuracy	NOUN
fuelectenerg-13343	204	26	.	.	PUNCT
fuelectenerg-13343	205	1	by	by	ADP
fuelectenerg-13343	205	2	using	use	VERB
fuelectenerg-13343	205	3	the	the	DET
fuelectenerg-13343	205	4	coa	coa	NOUN
fuelectenerg-13343	205	5	to	to	PART
fuelectenerg-13343	205	6	choose	choose	VERB
fuelectenerg-13343	205	7	hyperparameters	hyperparameter	NOUN
fuelectenerg-13343	205	8	such	such	ADJ
fuelectenerg-13343	205	9	learning	learning	NOUN
fuelectenerg-13343	205	10	rate	rate	NOUN
fuelectenerg-13343	205	11	,	,	PUNCT
fuelectenerg-13343	205	12	batch	batch	NOUN
fuelectenerg-13343	205	13	size	size	NOUN
fuelectenerg-13343	205	14	,	,	PUNCT
fuelectenerg-13343	205	15	dropout	dropout	NOUN
fuelectenerg-13343	205	16	rate	rate	NOUN
fuelectenerg-13343	205	17	,	,	PUNCT
fuelectenerg-13343	205	18	and	and	CCONJ
fuelectenerg-13343	205	19	embedding	embed	VERB
fuelectenerg-13343	205	20	dimension	dimension	NOUN
fuelectenerg-13343	205	21	optimally	optimally	ADV
fuelectenerg-13343	205	22	,	,	PUNCT
fuelectenerg-13343	205	23	they	they	PRON
fuelectenerg-13343	205	24	improve	improve	VERB
fuelectenerg-13343	205	25	the	the	DET
fuelectenerg-13343	205	26	vectorization	vectorization	NOUN
fuelectenerg-13343	205	27	.	.	PUNCT
fuelectenerg-13343	206	1	this	this	DET
fuelectenerg-13343	206	2	approach	approach	NOUN
fuelectenerg-13343	206	3	ensures	ensure	VERB
fuelectenerg-13343	206	4	efficient	efficient	ADJ
fuelectenerg-13343	206	5	and	and	CCONJ
fuelectenerg-13343	206	6	effective	effective	ADJ
fuelectenerg-13343	206	7	parameter	parameter	NOUN
fuelectenerg-13343	206	8	tuning	tuning	NOUN
fuelectenerg-13343	206	9	.	.	PUNCT
fuelectenerg-13343	207	1	3.3.1	3.3.1	X
fuelectenerg-13343	207	2	.	.	PUNCT
fuelectenerg-13343	207	3	hyper	hyper	ADJ
fuelectenerg-13343	207	4	-	-	ADJ
fuelectenerg-13343	207	5	parameter	parameter	ADJ
fuelectenerg-13343	207	6	optimization	optimization	NOUN
fuelectenerg-13343	207	7	using	use	VERB
fuelectenerg-13343	207	8	coati	coati	PROPN
fuelectenerg-13343	207	9	optimization	optimization	NOUN
fuelectenerg-13343	207	10	algorithm	algorithm	NOUN
fuelectenerg-13343	207	11	(	(	PUNCT
fuelectenerg-13343	207	12	coa	coa	NOUN
fuelectenerg-13343	207	13	)	)	PUNCT
fuelectenerg-13343	207	14	coatis	coatis	NOUN
fuelectenerg-13343	207	15	,	,	PUNCT
fuelectenerg-13343	207	16	also	also	ADV
fuelectenerg-13343	207	17	called	call	VERB
fuelectenerg-13343	207	18	coatimundis	coatimundi	NOUN
fuelectenerg-13343	207	19	,	,	PUNCT
fuelectenerg-13343	207	20	belong	belong	VERB
fuelectenerg-13343	207	21	to	to	ADP
fuelectenerg-13343	207	22	the	the	DET
fuelectenerg-13343	207	23	procyonidae	procyonidae	NOUN
fuelectenerg-13343	207	24	family	family	NOUN
fuelectenerg-13343	207	25	's	's	PART
fuelectenerg-13343	207	26	nasua	nasua	NOUN
fuelectenerg-13343	207	27	and	and	CCONJ
fuelectenerg-13343	207	28	nasuella	nasuella	NOUN
fuelectenerg-13343	207	29	genera	genera	NOUN
fuelectenerg-13343	207	30	,	,	PUNCT
fuelectenerg-13343	207	31	which	which	PRON
fuelectenerg-13343	207	32	belong	belong	VERB
fuelectenerg-13343	207	33	to	to	ADP
fuelectenerg-13343	207	34	diurnal	diurnal	ADJ
fuelectenerg-13343	207	35	animal	animal	NOUN
fuelectenerg-13343	207	36	.	.	PUNCT
fuelectenerg-13343	208	1	each	each	DET
fuelectenerg-13343	208	2	coati	coati	PROPN
fuelectenerg-13343	208	3	has	have	VERB
fuelectenerg-13343	208	4	a	a	DET
fuelectenerg-13343	208	5	long	long	ADJ
fuelectenerg-13343	208	6	,	,	PUNCT
fuelectenerg-13343	208	7	non	non	ADJ
fuelectenerg-13343	208	8	-	-	ADJ
fuelectenerg-13343	208	9	prehensile	prehensile	ADJ
fuelectenerg-13343	208	10	tail	tail	NOUN
fuelectenerg-13343	208	11	used	use	VERB
fuelectenerg-13343	208	12	for	for	ADP
fuelectenerg-13343	208	13	balance	balance	NOUN
fuelectenerg-13343	208	14	and	and	CCONJ
fuelectenerg-13343	208	15	signalling	signal	VERB
fuelectenerg-13343	208	16	,	,	PUNCT
fuelectenerg-13343	208	17	black	black	ADJ
fuelectenerg-13343	208	18	paws	paw	NOUN
fuelectenerg-13343	208	19	,	,	PUNCT
fuelectenerg-13343	208	20	tiny	tiny	ADJ
fuelectenerg-13343	208	21	ears	ear	NOUN
fuelectenerg-13343	208	22	,	,	PUNCT
fuelectenerg-13343	208	23	and	and	CCONJ
fuelectenerg-13343	208	24	a	a	DET
fuelectenerg-13343	208	25	slender	slender	ADJ
fuelectenerg-13343	208	26	head	head	NOUN
fuelectenerg-13343	208	27	with	with	ADP
fuelectenerg-13343	208	28	a	a	DET
fuelectenerg-13343	208	29	flexible	flexible	ADJ
fuelectenerg-13343	208	30	,	,	PUNCT
fuelectenerg-13343	208	31	elongated	elongate	VERB
fuelectenerg-13343	208	32	,	,	PUNCT
fuelectenerg-13343	208	33	somewhat	somewhat	ADV
fuelectenerg-13343	208	34	upward	upward	ADV
fuelectenerg-13343	208	35	-	-	PUNCT
fuelectenerg-13343	208	36	turned	turn	VERB
fuelectenerg-13343	208	37	nose	nose	NOUN
fuelectenerg-13343	208	38	.	.	PUNCT
fuelectenerg-13343	209	1	the	the	DET
fuelectenerg-13343	209	2	adult	adult	NOUN
fuelectenerg-13343	209	3	coatis	coatis	NOUN
fuelectenerg-13343	209	4	can	can	AUX
fuelectenerg-13343	209	5	be	be	AUX
fuelectenerg-13343	209	6	as	as	ADV
fuelectenerg-13343	209	7	long	long	ADV
fuelectenerg-13343	209	8	as	as	ADP
fuelectenerg-13343	209	9	their	their	PRON
fuelectenerg-13343	209	10	body	body	NOUN
fuelectenerg-13343	209	11	,	,	PUNCT
fuelectenerg-13343	209	12	measuring	measure	VERB
fuelectenerg-13343	209	13	between	between	ADP
fuelectenerg-13343	209	14	33	33	NUM
fuelectenerg-13343	209	15	to	to	PART
fuelectenerg-13343	209	16	69	69	NUM
fuelectenerg-13343	209	17	cm	cm	NOUN
fuelectenerg-13343	209	18	from	from	ADP
fuelectenerg-13343	209	19	top	top	NOUN
fuelectenerg-13343	209	20	to	to	ADP
fuelectenerg-13343	209	21	bottom	bottom	ADJ
fuelectenerg-13343	209	22	tip	tip	NOUN
fuelectenerg-13343	209	23	[	[	X
fuelectenerg-13343	209	24	28	28	NUM
fuelectenerg-13343	209	25	]	]	PUNCT
fuelectenerg-13343	209	26	.	.	PUNCT
fuelectenerg-13343	210	1	coati	coati	PROPN
fuelectenerg-13343	210	2	optimization	optimization	NOUN
fuelectenerg-13343	210	3	algorithm	algorithm	NOUN
fuelectenerg-13343	210	4	is	be	AUX
fuelectenerg-13343	210	5	used	use	VERB
fuelectenerg-13343	210	6	for	for	ADP
fuelectenerg-13343	210	7	improving	improve	VERB
fuelectenerg-13343	210	8	extractive	extractive	ADJ
fuelectenerg-13343	210	9	summarization	summarization	NOUN
fuelectenerg-13343	210	10	rather	rather	ADV
fuelectenerg-13343	210	11	than	than	ADP
fuelectenerg-13343	210	12	deep	deep	ADJ
fuelectenerg-13343	210	13	learning	learning	NOUN
fuelectenerg-13343	210	14	-	-	PUNCT
fuelectenerg-13343	210	15	based	base	VERB
fuelectenerg-13343	210	16	models	model	NOUN
fuelectenerg-13343	210	17	.	.	PUNCT
fuelectenerg-13343	211	1	unlike	unlike	ADP
fuelectenerg-13343	211	2	neural	neural	ADJ
fuelectenerg-13343	211	3	summarization	summarization	NOUN
fuelectenerg-13343	211	4	models	model	NOUN
fuelectenerg-13343	211	5	,	,	PUNCT
fuelectenerg-13343	211	6	which	which	PRON
fuelectenerg-13343	211	7	require	require	VERB
fuelectenerg-13343	211	8	large	large	ADJ
fuelectenerg-13343	211	9	-	-	PUNCT
fuelectenerg-13343	211	10	scale	scale	NOUN
fuelectenerg-13343	211	11	training	training	NOUN
fuelectenerg-13343	211	12	data	datum	NOUN
fuelectenerg-13343	211	13	and	and	CCONJ
fuelectenerg-13343	211	14	significant	significant	ADJ
fuelectenerg-13343	211	15	computational	computational	ADJ
fuelectenerg-13343	211	16	resources	resource	NOUN
fuelectenerg-13343	211	17	,	,	PUNCT
fuelectenerg-13343	211	18	coati	coati	PROPN
fuelectenerg-13343	211	19	provides	provide	VERB
fuelectenerg-13343	211	20	an	an	DET
fuelectenerg-13343	211	21	efficient	efficient	ADJ
fuelectenerg-13343	211	22	and	and	CCONJ
fuelectenerg-13343	211	23	interpretable	interpretable	ADJ
fuelectenerg-13343	211	24	optimization	optimization	NOUN
fuelectenerg-13343	211	25	technique	technique	NOUN
fuelectenerg-13343	211	26	that	that	PRON
fuelectenerg-13343	211	27	enhances	enhance	VERB
fuelectenerg-13343	211	28	summarization	summarization	NOUN
fuelectenerg-13343	211	29	outcomes	outcome	NOUN
fuelectenerg-13343	211	30	without	without	ADP
fuelectenerg-13343	211	31	extensive	extensive	ADJ
fuelectenerg-13343	211	32	learning	learning	NOUN
fuelectenerg-13343	211	33	-	-	PUNCT
fuelectenerg-13343	211	34	based	base	VERB
fuelectenerg-13343	211	35	mechanisms	mechanism	NOUN
fuelectenerg-13343	211	36	.	.	PUNCT
fuelectenerg-13343	212	1	the	the	DET
fuelectenerg-13343	212	2	coati	coati	PROPN
fuelectenerg-13343	212	3	optimization	optimization	NOUN
fuelectenerg-13343	212	4	algorithm	algorithm	NOUN
fuelectenerg-13343	212	5	is	be	AUX
fuelectenerg-13343	212	6	inspired	inspire	VERB
fuelectenerg-13343	212	7	by	by	ADP
fuelectenerg-13343	212	8	coatis	coatis	NOUN
fuelectenerg-13343	212	9	'	'	PART
fuelectenerg-13343	212	10	natural	natural	ADJ
fuelectenerg-13343	212	11	hunting	hunting	NOUN
fuelectenerg-13343	212	12	and	and	CCONJ
fuelectenerg-13343	212	13	escape	escape	NOUN
fuelectenerg-13343	212	14	behaviors	behavior	NOUN
fuelectenerg-13343	212	15	.	.	PUNCT
fuelectenerg-13343	213	1	during	during	ADP
fuelectenerg-13343	213	2	the	the	DET
fuelectenerg-13343	213	3	hunting	hunting	NOUN
fuelectenerg-13343	213	4	phase	phase	NOUN
fuelectenerg-13343	213	5	,	,	PUNCT
fuelectenerg-13343	213	6	coatis	coatis	NOUN
fuelectenerg-13343	213	7	search	search	NOUN
fuelectenerg-13343	213	8	for	for	ADP
fuelectenerg-13343	213	9	food	food	NOUN
fuelectenerg-13343	213	10	by	by	ADP
fuelectenerg-13343	213	11	exploring	explore	VERB
fuelectenerg-13343	213	12	various	various	ADJ
fuelectenerg-13343	213	13	locations	location	NOUN
fuelectenerg-13343	213	14	,	,	PUNCT
fuelectenerg-13343	213	15	which	which	PRON
fuelectenerg-13343	213	16	mirrors	mirror	VERB
fuelectenerg-13343	213	17	the	the	DET
fuelectenerg-13343	213	18	algorithm	algorithm	NOUN
fuelectenerg-13343	213	19	’s	’s	PART
fuelectenerg-13343	213	20	global	global	ADJ
fuelectenerg-13343	213	21	search	search	NOUN
fuelectenerg-13343	213	22	process	process	NOUN
fuelectenerg-13343	213	23	—	—	PUNCT
fuelectenerg-13343	213	24	broadly	broadly	ADV
fuelectenerg-13343	213	25	exploring	explore	VERB
fuelectenerg-13343	213	26	the	the	DET
fuelectenerg-13343	213	27	solution	solution	NOUN
fuelectenerg-13343	213	28	space	space	NOUN
fuelectenerg-13343	213	29	to	to	PART
fuelectenerg-13343	213	30	identify	identify	VERB
fuelectenerg-13343	213	31	optimal	optimal	ADJ
fuelectenerg-13343	213	32	parameters	parameter	NOUN
fuelectenerg-13343	213	33	.	.	PUNCT
fuelectenerg-13343	214	1	in	in	ADP
fuelectenerg-13343	214	2	the	the	DET
fuelectenerg-13343	214	3	escape	escape	NOUN
fuelectenerg-13343	214	4	phase	phase	NOUN
fuelectenerg-13343	214	5	,	,	PUNCT
fuelectenerg-13343	214	6	coatis	coatis	NOUN
fuelectenerg-13343	214	7	swiftly	swiftly	ADV
fuelectenerg-13343	214	8	adjust	adjust	VERB
fuelectenerg-13343	214	9	their	their	PRON
fuelectenerg-13343	214	10	positions	position	NOUN
fuelectenerg-13343	214	11	to	to	PART
fuelectenerg-13343	214	12	evade	evade	VERB
fuelectenerg-13343	214	13	predators	predator	NOUN
fuelectenerg-13343	214	14	,	,	PUNCT
fuelectenerg-13343	214	15	resembling	resemble	VERB
fuelectenerg-13343	214	16	the	the	DET
fuelectenerg-13343	214	17	local	local	ADJ
fuelectenerg-13343	214	18	search	search	NOUN
fuelectenerg-13343	214	19	phase	phase	NOUN
fuelectenerg-13343	214	20	,	,	PUNCT
fuelectenerg-13343	214	21	where	where	SCONJ
fuelectenerg-13343	214	22	the	the	DET
fuelectenerg-13343	214	23	algorithm	algorithm	NOUN
fuelectenerg-13343	214	24	fine	fine	NOUN
fuelectenerg-13343	214	25	-	-	PUNCT
fuelectenerg-13343	214	26	tunes	tune	NOUN
fuelectenerg-13343	214	27	its	its	PRON
fuelectenerg-13343	214	28	parameters	parameter	NOUN
fuelectenerg-13343	214	29	for	for	ADP
fuelectenerg-13343	214	30	better	well	ADJ
fuelectenerg-13343	214	31	optimization	optimization	NOUN
fuelectenerg-13343	214	32	.	.	PUNCT
fuelectenerg-13343	215	1	by	by	ADP
fuelectenerg-13343	215	2	integrating	integrate	VERB
fuelectenerg-13343	215	3	these	these	DET
fuelectenerg-13343	215	4	two	two	NUM
fuelectenerg-13343	215	5	strategies	strategy	NOUN
fuelectenerg-13343	215	6	,	,	PUNCT
fuelectenerg-13343	215	7	coati	coati	PROPN
fuelectenerg-13343	215	8	efficiently	efficiently	ADV
fuelectenerg-13343	215	9	optimizes	optimize	VERB
fuelectenerg-13343	215	10	hyperparameters	hyperparameter	NOUN
fuelectenerg-13343	215	11	,	,	PUNCT
fuelectenerg-13343	215	12	enhancing	enhance	VERB
fuelectenerg-13343	215	13	extractive	extractive	ADJ
fuelectenerg-13343	215	14	summarization	summarization	NOUN
fuelectenerg-13343	215	15	performance	performance	NOUN
fuelectenerg-13343	215	16	.	.	PUNCT
fuelectenerg-13343	216	1	hyperparameter	hyperparameter	NOUN
fuelectenerg-13343	216	2	optimization	optimization	NOUN
fuelectenerg-13343	216	3	is	be	AUX
fuelectenerg-13343	216	4	the	the	DET
fuelectenerg-13343	216	5	process	process	NOUN
fuelectenerg-13343	216	6	of	of	ADP
fuelectenerg-13343	216	7	determining	determine	VERB
fuelectenerg-13343	216	8	the	the	DET
fuelectenerg-13343	216	9	best	good	ADJ
fuelectenerg-13343	216	10	mix	mix	NOUN
fuelectenerg-13343	216	11	of	of	ADP
fuelectenerg-13343	216	12	vectorization	vectorization	NOUN
fuelectenerg-13343	216	13	hyperparameter	hyperparameter	NOUN
fuelectenerg-13343	216	14	settings	setting	NOUN
fuelectenerg-13343	216	15	to	to	PART
fuelectenerg-13343	216	16	optimize	optimize	VERB
fuelectenerg-13343	216	17	performance	performance	NOUN
fuelectenerg-13343	216	18	on	on	ADP
fuelectenerg-13343	216	19	data	datum	NOUN
fuelectenerg-13343	216	20	in	in	ADP
fuelectenerg-13343	216	21	a	a	DET
fuelectenerg-13343	216	22	reasonable	reasonable	ADJ
fuelectenerg-13343	216	23	quantity	quantity	NOUN
fuelectenerg-13343	216	24	.	.	PUNCT
fuelectenerg-13343	217	1	this	this	DET
fuelectenerg-13343	217	2	process	process	NOUN
fuelectenerg-13343	217	3	is	be	AUX
fuelectenerg-13343	217	4	essential	essential	ADJ
fuelectenerg-13343	217	5	to	to	ADP
fuelectenerg-13343	217	6	vectorization	vectorization	NOUN
fuelectenerg-13343	217	7	capacity	capacity	NOUN
fuelectenerg-13343	217	8	for	for	ADP
fuelectenerg-13343	217	9	precise	precise	ADJ
fuelectenerg-13343	217	10	result	result	NOUN
fuelectenerg-13343	217	11	prediction	prediction	NOUN
fuelectenerg-13343	217	12	.	.	PUNCT
fuelectenerg-13343	218	1	most	most	ADJ
fuelectenerg-13343	218	2	of	of	ADP
fuelectenerg-13343	218	3	this	this	DET
fuelectenerg-13343	218	4	input	input	NOUN
fuelectenerg-13343	218	5	text	text	NOUN
fuelectenerg-13343	218	6	uses	use	VERB
fuelectenerg-13343	218	7	the	the	DET
fuelectenerg-13343	218	8	hyperparameters	hyperparameter	NOUN
fuelectenerg-13343	218	9	'	'	PART
fuelectenerg-13343	218	10	default	default	NOUN
fuelectenerg-13343	218	11	values	value	NOUN
fuelectenerg-13343	218	12	.	.	PUNCT
fuelectenerg-13343	219	1	the	the	DET
fuelectenerg-13343	219	2	proposed	propose	VERB
fuelectenerg-13343	219	3	model	model	NOUN
fuelectenerg-13343	219	4	optimizes	optimize	VERB
fuelectenerg-13343	219	5	the	the	DET
fuelectenerg-13343	219	6	hyperparameter	hyperparameter	NOUN
fuelectenerg-13343	219	7	utilizing	utilize	VERB
fuelectenerg-13343	219	8	the	the	DET
fuelectenerg-13343	219	9	coa	coa	NOUN
fuelectenerg-13343	219	10	.	.	PUNCT
fuelectenerg-13343	220	1	the	the	DET
fuelectenerg-13343	220	2	hyperparameter	hyperparameter	NOUN
fuelectenerg-13343	220	3	values	value	NOUN
fuelectenerg-13343	220	4	for	for	ADP
fuelectenerg-13343	220	5	learning	learn	VERB
fuelectenerg-13343	220	6	rate	rate	NOUN
fuelectenerg-13343	220	7	,	,	PUNCT
fuelectenerg-13343	220	8	batch	batch	NOUN
fuelectenerg-13343	220	9	size	size	NOUN
fuelectenerg-13343	220	10	,	,	PUNCT
fuelectenerg-13343	220	11	and	and	CCONJ
fuelectenerg-13343	220	12	dropout	dropout	NOUN
fuelectenerg-13343	220	13	rate	rate	NOUN
fuelectenerg-13343	220	14	are	be	AUX
fuelectenerg-13343	220	15	selected	select	VERB
fuelectenerg-13343	220	16	based	base	VERB
fuelectenerg-13343	220	17	on	on	ADP
fuelectenerg-13343	220	18	common	common	ADJ
fuelectenerg-13343	220	19	practices	practice	NOUN
fuelectenerg-13343	220	20	to	to	PART
fuelectenerg-13343	220	21	balance	balance	VERB
fuelectenerg-13343	220	22	model	model	NOUN
fuelectenerg-13343	220	23	performance	performance	NOUN
fuelectenerg-13343	220	24	and	and	CCONJ
fuelectenerg-13343	220	25	efficiency	efficiency	NOUN
fuelectenerg-13343	220	26	.	.	PUNCT
fuelectenerg-13343	221	1	the	the	DET
fuelectenerg-13343	221	2	learning	learning	NOUN
fuelectenerg-13343	221	3	rate	rate	NOUN
fuelectenerg-13343	221	4	,	,	PUNCT
fuelectenerg-13343	221	5	typically	typically	ADV
fuelectenerg-13343	221	6	ranging	range	VERB
fuelectenerg-13343	221	7	from	from	ADP
fuelectenerg-13343	221	8	,	,	PUNCT
fuelectenerg-13343	221	9	is	be	AUX
fuelectenerg-13343	221	10	chosen	choose	VERB
fuelectenerg-13343	221	11	to	to	PART
fuelectenerg-13343	221	12	ensure	ensure	VERB
fuelectenerg-13343	221	13	stable	stable	ADJ
fuelectenerg-13343	221	14	convergence	convergence	NOUN
fuelectenerg-13343	221	15	;	;	PUNCT
fuelectenerg-13343	221	16	too	too	ADV
fuelectenerg-13343	221	17	small	small	ADJ
fuelectenerg-13343	221	18	a	a	DET
fuelectenerg-13343	221	19	value	value	NOUN
fuelectenerg-13343	221	20	slows	slow	VERB
fuelectenerg-13343	221	21	learning	learn	VERB
fuelectenerg-13343	221	22	,	,	PUNCT
fuelectenerg-13343	221	23	while	while	SCONJ
fuelectenerg-13343	221	24	too	too	ADV
fuelectenerg-13343	221	25	large	large	ADJ
fuelectenerg-13343	221	26	a	a	DET
fuelectenerg-13343	221	27	value	value	NOUN
fuelectenerg-13343	221	28	can	can	AUX
fuelectenerg-13343	221	29	lead	lead	VERB
fuelectenerg-13343	221	30	to	to	ADP
fuelectenerg-13343	221	31	instability	instability	NOUN
fuelectenerg-13343	221	32	.	.	PUNCT
fuelectenerg-13343	222	1	batch	batch	NOUN
fuelectenerg-13343	222	2	sizes	size	NOUN
fuelectenerg-13343	222	3	of	of	ADP
fuelectenerg-13343	222	4	16	16	NUM
fuelectenerg-13343	222	5	,	,	PUNCT
fuelectenerg-13343	222	6	32	32	NUM
fuelectenerg-13343	222	7	,	,	PUNCT
fuelectenerg-13343	222	8	64	64	NUM
fuelectenerg-13343	222	9	,	,	PUNCT
fuelectenerg-13343	222	10	128	128	NUM
fuelectenerg-13343	222	11	,	,	PUNCT
fuelectenerg-13343	222	12	and	and	CCONJ
fuelectenerg-13343	222	13	256	256	NUM
fuelectenerg-13343	222	14	are	be	AUX
fuelectenerg-13343	222	15	used	use	VERB
fuelectenerg-13343	222	16	to	to	PART
fuelectenerg-13343	222	17	balance	balance	VERB
fuelectenerg-13343	222	18	computational	computational	ADJ
fuelectenerg-13343	222	19	efficiency	efficiency	NOUN
fuelectenerg-13343	222	20	and	and	CCONJ
fuelectenerg-13343	222	21	generalization	generalization	NOUN
fuelectenerg-13343	222	22	,	,	PUNCT
fuelectenerg-13343	222	23	with	with	ADP
fuelectenerg-13343	222	24	improving	improve	VERB
fuelectenerg-13343	222	25	extractive	extractive	ADJ
fuelectenerg-13343	222	26	text	text	NOUN
fuelectenerg-13343	222	27	summarization	summarization	NOUN
fuelectenerg-13343	222	28	via	via	ADP
fuelectenerg-13343	222	29	efficient	efficient	ADJ
fuelectenerg-13343	222	30	coati	coati	PROPN
fuelectenerg-13343	222	31	algorithm	algorithm	NOUN
fuelectenerg-13343	222	32	for	for	ADP
fuelectenerg-13343	222	33	single	single	ADJ
fuelectenerg-13343	222	34	document	document	NOUN
fuelectenerg-13343	222	35	543	543	NUM
fuelectenerg-13343	222	36	smaller	small	ADJ
fuelectenerg-13343	222	37	sizes	size	NOUN
fuelectenerg-13343	222	38	offering	offer	VERB
fuelectenerg-13343	222	39	noisy	noisy	ADJ
fuelectenerg-13343	222	40	but	but	CCONJ
fuelectenerg-13343	222	41	beneficial	beneficial	ADJ
fuelectenerg-13343	222	42	gradient	gradient	NOUN
fuelectenerg-13343	222	43	updates	update	NOUN
fuelectenerg-13343	222	44	,	,	PUNCT
fuelectenerg-13343	222	45	and	and	CCONJ
fuelectenerg-13343	222	46	larger	large	ADJ
fuelectenerg-13343	222	47	sizes	size	NOUN
fuelectenerg-13343	222	48	providing	provide	VERB
fuelectenerg-13343	222	49	stable	stable	ADJ
fuelectenerg-13343	222	50	gradients	gradient	NOUN
fuelectenerg-13343	222	51	but	but	CCONJ
fuelectenerg-13343	222	52	requiring	require	VERB
fuelectenerg-13343	222	53	more	more	ADJ
fuelectenerg-13343	222	54	memory	memory	NOUN
fuelectenerg-13343	222	55	.	.	PUNCT
fuelectenerg-13343	223	1	the	the	DET
fuelectenerg-13343	223	2	dropout	dropout	NOUN
fuelectenerg-13343	223	3	rate	rate	NOUN
fuelectenerg-13343	223	4	,	,	PUNCT
fuelectenerg-13343	223	5	ranging	range	VERB
fuelectenerg-13343	223	6	from	from	ADP
fuelectenerg-13343	223	7	0.1	0.1	NUM
fuelectenerg-13343	223	8	to	to	ADP
fuelectenerg-13343	223	9	0.5	0.5	NUM
fuelectenerg-13343	223	10	,	,	PUNCT
fuelectenerg-13343	223	11	helps	help	VERB
fuelectenerg-13343	223	12	prevent	prevent	VERB
fuelectenerg-13343	223	13	overfitting	overfitting	NOUN
fuelectenerg-13343	223	14	by	by	ADP
fuelectenerg-13343	223	15	randomly	randomly	ADV
fuelectenerg-13343	223	16	deactivating	deactivate	VERB
fuelectenerg-13343	223	17	neurons	neuron	NOUN
fuelectenerg-13343	223	18	during	during	ADP
fuelectenerg-13343	223	19	training	training	NOUN
fuelectenerg-13343	223	20	,	,	PUNCT
fuelectenerg-13343	223	21	where	where	SCONJ
fuelectenerg-13343	223	22	lower	low	ADJ
fuelectenerg-13343	223	23	values	value	NOUN
fuelectenerg-13343	223	24	provide	provide	VERB
fuelectenerg-13343	223	25	minimal	minimal	ADJ
fuelectenerg-13343	223	26	regularization	regularization	NOUN
fuelectenerg-13343	223	27	and	and	CCONJ
fuelectenerg-13343	223	28	higher	high	ADJ
fuelectenerg-13343	223	29	values	value	NOUN
fuelectenerg-13343	223	30	offer	offer	VERB
fuelectenerg-13343	223	31	stronger	strong	ADJ
fuelectenerg-13343	223	32	regularization	regularization	NOUN
fuelectenerg-13343	223	33	to	to	PART
fuelectenerg-13343	223	34	ensure	ensure	VERB
fuelectenerg-13343	223	35	robust	robust	ADJ
fuelectenerg-13343	223	36	learning	learning	NOUN
fuelectenerg-13343	223	37	.	.	PUNCT
fuelectenerg-13343	224	1	these	these	DET
fuelectenerg-13343	224	2	ranges	range	NOUN
fuelectenerg-13343	224	3	are	be	AUX
fuelectenerg-13343	224	4	widely	widely	ADV
fuelectenerg-13343	224	5	used	use	VERB
fuelectenerg-13343	224	6	because	because	SCONJ
fuelectenerg-13343	224	7	they	they	PRON
fuelectenerg-13343	224	8	offer	offer	VERB
fuelectenerg-13343	224	9	flexibility	flexibility	NOUN
fuelectenerg-13343	224	10	in	in	ADP
fuelectenerg-13343	224	11	achieving	achieve	VERB
fuelectenerg-13343	224	12	an	an	DET
fuelectenerg-13343	224	13	optimal	optimal	ADJ
fuelectenerg-13343	224	14	model	model	NOUN
fuelectenerg-13343	224	15	configuration	configuration	NOUN
fuelectenerg-13343	224	16	.	.	PUNCT
fuelectenerg-13343	225	1	the	the	DET
fuelectenerg-13343	225	2	coa	coa	NOUN
fuelectenerg-13343	225	3	is	be	AUX
fuelectenerg-13343	225	4	used	use	VERB
fuelectenerg-13343	225	5	to	to	PART
fuelectenerg-13343	225	6	optimize	optimize	VERB
fuelectenerg-13343	225	7	these	these	DET
fuelectenerg-13343	225	8	hyperparameters	hyperparameter	NOUN
fuelectenerg-13343	225	9	.	.	PUNCT
fuelectenerg-13343	226	1	the	the	DET
fuelectenerg-13343	226	2	coa	coa	NOUN
fuelectenerg-13343	226	3	step	step	NOUN
fuelectenerg-13343	226	4	-	-	PUNCT
fuelectenerg-13343	226	5	by	by	ADP
fuelectenerg-13343	226	6	-	-	PUNCT
fuelectenerg-13343	226	7	step	step	NOUN
fuelectenerg-13343	226	8	procedure	procedure	NOUN
fuelectenerg-13343	226	9	is	be	AUX
fuelectenerg-13343	226	10	explained	explain	VERB
fuelectenerg-13343	226	11	below	below	ADV
fuelectenerg-13343	226	12	.	.	PUNCT
fuelectenerg-13343	227	1	step	step	VERB
fuelectenerg-13343	227	2	1	1	NUM
fuelectenerg-13343	227	3	:	:	PUNCT
fuelectenerg-13343	227	4	initialization	initialization	NOUN
fuelectenerg-13343	227	5	:	:	PUNCT
fuelectenerg-13343	227	6	the	the	DET
fuelectenerg-13343	227	7	main	main	ADJ
fuelectenerg-13343	227	8	idea	idea	NOUN
fuelectenerg-13343	227	9	behind	behind	ADP
fuelectenerg-13343	227	10	this	this	DET
fuelectenerg-13343	227	11	method	method	NOUN
fuelectenerg-13343	227	12	is	be	AUX
fuelectenerg-13343	227	13	to	to	PART
fuelectenerg-13343	227	14	catch	catch	VERB
fuelectenerg-13343	227	15	the	the	DET
fuelectenerg-13343	227	16	optimal	optimal	ADJ
fuelectenerg-13343	227	17	hyperparameter	hyperparameter	NOUN
fuelectenerg-13343	227	18	.	.	PUNCT
fuelectenerg-13343	228	1	first	first	ADV
fuelectenerg-13343	228	2	,	,	PUNCT
fuelectenerg-13343	228	3	establish	establish	VERB
fuelectenerg-13343	228	4	the	the	DET
fuelectenerg-13343	228	5	problem	problem	NOUN
fuelectenerg-13343	228	6	's	's	PART
fuelectenerg-13343	228	7	upper	upper	ADJ
fuelectenerg-13343	228	8	and	and	CCONJ
fuelectenerg-13343	228	9	lower	low	ADJ
fuelectenerg-13343	228	10	boundaries	boundary	NOUN
fuelectenerg-13343	228	11	,	,	PUNCT
fuelectenerg-13343	228	12	the	the	DET
fuelectenerg-13343	228	13	variables	variable	NOUN
fuelectenerg-13343	228	14	'	'	PART
fuelectenerg-13343	228	15	dimensionality	dimensionality	NOUN
fuelectenerg-13343	228	16	d	d	NOUN
fuelectenerg-13343	228	17	,	,	PUNCT
fuelectenerg-13343	228	18	the	the	DET
fuelectenerg-13343	228	19	maximum	maximum	ADJ
fuelectenerg-13343	228	20	number	number	NOUN
fuelectenerg-13343	228	21	of	of	ADP
fuelectenerg-13343	228	22	iterations	iteration	NOUN
fuelectenerg-13343	228	23	,	,	PUNCT
fuelectenerg-13343	228	24	and	and	CCONJ
fuelectenerg-13343	228	25	the	the	DET
fuelectenerg-13343	228	26	coati	coati	PROPN
fuelectenerg-13343	228	27	size	size	NOUN
fuelectenerg-13343	228	28	n.	n.	PROPN
fuelectenerg-13343	228	29	lr	lr	PROPN
fuelectenerg-13343	228	30	,	,	PUNCT
fuelectenerg-13343	228	31	bs	bs	PROPN
fuelectenerg-13343	228	32	,	,	PUNCT
fuelectenerg-13343	228	33	dr	dr	PROPN
fuelectenerg-13343	228	34	,	,	PUNCT
fuelectenerg-13343	228	35	and	and	CCONJ
fuelectenerg-13343	228	36	ed	ed	NOUN
fuelectenerg-13343	228	37	are	be	AUX
fuelectenerg-13343	228	38	among	among	ADP
fuelectenerg-13343	228	39	the	the	DET
fuelectenerg-13343	228	40	hyperparameters	hyperparameter	NOUN
fuelectenerg-13343	228	41	that	that	PRON
fuelectenerg-13343	228	42	make	make	VERB
fuelectenerg-13343	228	43	up	up	ADP
fuelectenerg-13343	228	44	each	each	DET
fuelectenerg-13343	228	45	solution	solution	NOUN
fuelectenerg-13343	228	46	that	that	PRON
fuelectenerg-13343	228	47	the	the	DET
fuelectenerg-13343	228	48	coati	coati	NOUN
fuelectenerg-13343	228	49	represents	represent	VERB
fuelectenerg-13343	228	50	.	.	PUNCT
fuelectenerg-13343	229	1	first	first	ADV
fuelectenerg-13343	229	2	,	,	PUNCT
fuelectenerg-13343	229	3	a	a	DET
fuelectenerg-13343	229	4	selection	selection	NOUN
fuelectenerg-13343	229	5	is	be	AUX
fuelectenerg-13343	229	6	made	make	VERB
fuelectenerg-13343	229	7	at	at	ADP
fuelectenerg-13343	229	8	random	random	ADJ
fuelectenerg-13343	229	9	.	.	PUNCT
fuelectenerg-13343	230	1	the	the	DET
fuelectenerg-13343	230	2	following	follow	VERB
fuelectenerg-13343	230	3	equation	equation	NOUN
fuelectenerg-13343	230	4	displays	display	VERB
fuelectenerg-13343	230	5	the	the	DET
fuelectenerg-13343	230	6	initial	initial	ADJ
fuelectenerg-13343	230	7	solution	solution	NOUN
fuelectenerg-13343	230	8	format	format	NOUN
fuelectenerg-13343	230	9	:	:	PUNCT
fuelectenerg-13343	230	10			NOUN
fuelectenerg-13343	230	11	1	1	NOUN
fuelectenerg-13343	230	12	2	2	NUM
fuelectenerg-13343	230	13	,	,	PUNCT
fuelectenerg-13343	230	14	,	,	PUNCT
fuelectenerg-13343	230	15	n	n	CCONJ
fuelectenerg-13343	231	1	np	np	INTJ
fuelectenerg-13343	231	2	s	s	NOUN
fuelectenerg-13343	231	3	s	s	NOUN
fuelectenerg-13343	231	4	s=	s=	NOUN
fuelectenerg-13343	231	5			PRON
fuelectenerg-13343	231	6	(	(	PUNCT
fuelectenerg-13343	231	7	4	4	NUM
fuelectenerg-13343	231	8	)	)	PUNCT
fuelectenerg-13343	231	9	here	here	ADV
fuelectenerg-13343	231	10	,	,	PUNCT
fuelectenerg-13343	231	11	pn	pn	PROPN
fuelectenerg-13343	231	12	is	be	AUX
fuelectenerg-13343	231	13	the	the	DET
fuelectenerg-13343	231	14	nth	nth	NOUN
fuelectenerg-13343	231	15	solution	solution	NOUN
fuelectenerg-13343	231	16	or	or	CCONJ
fuelectenerg-13343	231	17	coati	coati	NOUN
fuelectenerg-13343	231	18	’s	’s	PART
fuelectenerg-13343	231	19	position	position	NOUN
fuelectenerg-13343	231	20			PROPN
fuelectenerg-13343	231	21			PROPN
fuelectenerg-13343	231	22	,	,	PUNCT
fuelectenerg-13343	231	23	,	,	PUNCT
fuelectenerg-13343	231	24	,	,	PUNCT
fuelectenerg-13343	231	25	i	i	PRON
fuelectenerg-13343	232	1	i	i	PRON
fuelectenerg-13343	232	2	s	s	VERB
fuelectenerg-13343	232	3	lr	lr	INTJ
fuelectenerg-13343	232	4	bs	bs	PROPN
fuelectenerg-13343	232	5	dr	dr	PROPN
fuelectenerg-13343	232	6	ed=	ed=	PROPN
fuelectenerg-13343	232	7	(	(	PUNCT
fuelectenerg-13343	232	8	5	5	NUM
fuelectenerg-13343	232	9	)	)	PUNCT
fuelectenerg-13343	232	10	step	step	NOUN
fuelectenerg-13343	232	11	2	2	NUM
fuelectenerg-13343	232	12	:	:	PUNCT
fuelectenerg-13343	232	13	fitness	fitness	NOUN
fuelectenerg-13343	232	14	calculation	calculation	NOUN
fuelectenerg-13343	232	15	:	:	PUNCT
fuelectenerg-13343	232	16	after	after	ADP
fuelectenerg-13343	232	17	initialization	initialization	NOUN
fuelectenerg-13343	232	18	,	,	PUNCT
fuelectenerg-13343	232	19	each	each	DET
fuelectenerg-13343	232	20	solution	solution	NOUN
fuelectenerg-13343	232	21	's	's	PART
fuelectenerg-13343	232	22	fitness	fitness	NOUN
fuelectenerg-13343	232	23	is	be	AUX
fuelectenerg-13343	232	24	evaluated	evaluate	VERB
fuelectenerg-13343	232	25	using	use	VERB
fuelectenerg-13343	232	26	the	the	DET
fuelectenerg-13343	232	27	suggested	suggested	ADJ
fuelectenerg-13343	232	28	ao2	ao2	NOUN
fuelectenerg-13343	232	29	technique	technique	NOUN
fuelectenerg-13343	232	30	.	.	PUNCT
fuelectenerg-13343	233	1	in	in	ADP
fuelectenerg-13343	233	2	this	this	DET
fuelectenerg-13343	233	3	instance	instance	NOUN
fuelectenerg-13343	233	4	,	,	PUNCT
fuelectenerg-13343	233	5	the	the	DET
fuelectenerg-13343	233	6	fitness	fitness	NOUN
fuelectenerg-13343	233	7	function	function	NOUN
fuelectenerg-13343	233	8	is	be	AUX
fuelectenerg-13343	233	9	used	use	VERB
fuelectenerg-13343	233	10	to	to	PART
fuelectenerg-13343	233	11	define	define	VERB
fuelectenerg-13343	233	12	the	the	DET
fuelectenerg-13343	233	13	classification	classification	NOUN
fuelectenerg-13343	233	14	accuracy	accuracy	NOUN
fuelectenerg-13343	233	15	.	.	PUNCT
fuelectenerg-13343	234	1	the	the	DET
fuelectenerg-13343	234	2	most	most	ADV
fuelectenerg-13343	234	3	effective	effective	ADJ
fuelectenerg-13343	234	4	solution	solution	NOUN
fuelectenerg-13343	234	5	is	be	AUX
fuelectenerg-13343	234	6	one	one	NUM
fuelectenerg-13343	234	7	with	with	ADP
fuelectenerg-13343	234	8	the	the	DET
fuelectenerg-13343	234	9	topmost	topmost	ADJ
fuelectenerg-13343	234	10	fitness	fitness	NOUN
fuelectenerg-13343	234	11	value	value	NOUN
fuelectenerg-13343	234	12	.	.	PUNCT
fuelectenerg-13343	235	1	the	the	DET
fuelectenerg-13343	235	2	fitness	fitness	NOUN
fuelectenerg-13343	235	3	function	function	NOUN
fuelectenerg-13343	235	4	is	be	AUX
fuelectenerg-13343	235	5	determined	determine	VERB
fuelectenerg-13343	235	6	with	with	ADP
fuelectenerg-13343	235	7	the	the	DET
fuelectenerg-13343	235	8	help	help	NOUN
fuelectenerg-13343	235	9	of	of	ADP
fuelectenerg-13343	235	10	the	the	DET
fuelectenerg-13343	235	11	equation	equation	NOUN
fuelectenerg-13343	235	12	:	:	PUNCT
fuelectenerg-13343	235	13	tp	tp	PART
fuelectenerg-13343	235	14	tn	tn	PROPN
fuelectenerg-13343	235	15	fitness	fitness	PROPN
fuelectenerg-13343	235	16	max	max	PROPN
fuelectenerg-13343	235	17	tp	tp	PROPN
fuelectenerg-13343	235	18	tn	tn	PROPN
fuelectenerg-13343	236	1	fp	fp	PROPN
fuelectenerg-13343	236	2	fn	fn	PROPN
fuelectenerg-13343	237	1	+	+	PROPN
fuelectenerg-13343	237	2			NOUN
fuelectenerg-13343	237	3			NOUN
fuelectenerg-13343	237	4	=	=	SYM
fuelectenerg-13343	237	5			PROPN
fuelectenerg-13343	237	6			PROPN
fuelectenerg-13343	238	1	+	+	PUNCT
fuelectenerg-13343	239	1	+	+	PUNCT
fuelectenerg-13343	239	2	+	+	ADJ
fuelectenerg-13343	239	3			ADJ
fuelectenerg-13343	239	4			NOUN
fuelectenerg-13343	239	5	(	(	PUNCT
fuelectenerg-13343	239	6	6	6	NUM
fuelectenerg-13343	239	7	)	)	PUNCT
fuelectenerg-13343	239	8	step	step	NOUN
fuelectenerg-13343	239	9	3	3	NUM
fuelectenerg-13343	239	10	:	:	PUNCT
fuelectenerg-13343	239	11	updating	update	VERB
fuelectenerg-13343	239	12	using	use	VERB
fuelectenerg-13343	239	13	coa	coa	NOUN
fuelectenerg-13343	239	14	:	:	PUNCT
fuelectenerg-13343	239	15	coa	coa	NOUN
fuelectenerg-13343	239	16	utilizes	utilize	VERB
fuelectenerg-13343	239	17	2	2	NUM
fuelectenerg-13343	239	18	distinct	distinct	ADJ
fuelectenerg-13343	239	19	techniques	technique	NOUN
fuelectenerg-13343	239	20	known	know	VERB
fuelectenerg-13343	239	21	as	as	ADP
fuelectenerg-13343	239	22	the	the	DET
fuelectenerg-13343	239	23	attacking	attacking	NOUN
fuelectenerg-13343	239	24	and	and	CCONJ
fuelectenerg-13343	239	25	hunting	hunt	VERB
fuelectenerg-13343	239	26	strategy	strategy	NOUN
fuelectenerg-13343	239	27	on	on	ADP
fuelectenerg-13343	239	28	iguanas	iguana	NOUN
fuelectenerg-13343	239	29	and	and	CCONJ
fuelectenerg-13343	239	30	process	process	NOUN
fuelectenerg-13343	239	31	of	of	ADP
fuelectenerg-13343	239	32	escaping	escape	VERB
fuelectenerg-13343	239	33	from	from	ADP
fuelectenerg-13343	239	34	predators	predator	NOUN
fuelectenerg-13343	239	35	.	.	PUNCT
fuelectenerg-13343	240	1	strategy	strategy	NOUN
fuelectenerg-13343	240	2	1	1	NUM
fuelectenerg-13343	240	3	:	:	PUNCT
fuelectenerg-13343	240	4	hunting	hunt	VERB
fuelectenerg-13343	240	5	and	and	CCONJ
fuelectenerg-13343	240	6	attacking	attack	VERB
fuelectenerg-13343	240	7	strategy	strategy	NOUN
fuelectenerg-13343	240	8	on	on	ADP
fuelectenerg-13343	240	9	iguana	iguana	NOUN
fuelectenerg-13343	240	10	coatis	coatis	NOUN
fuelectenerg-13343	240	11	moves	move	VERB
fuelectenerg-13343	240	12	around	around	ADV
fuelectenerg-13343	240	13	in	in	ADP
fuelectenerg-13343	240	14	the	the	DET
fuelectenerg-13343	240	15	search	search	NOUN
fuelectenerg-13343	240	16	space	space	NOUN
fuelectenerg-13343	240	17	as	as	ADP
fuelectenerg-13343	240	18	a	a	DET
fuelectenerg-13343	240	19	result	result	NOUN
fuelectenerg-13343	240	20	of	of	ADP
fuelectenerg-13343	240	21	this	this	DET
fuelectenerg-13343	240	22	strategy	strategy	NOUN
fuelectenerg-13343	240	23	,	,	PUNCT
fuelectenerg-13343	240	24	demonstrating	demonstrate	VERB
fuelectenerg-13343	240	25	the	the	DET
fuelectenerg-13343	240	26	coa	coa	NOUN
fuelectenerg-13343	240	27	's	's	PART
fuelectenerg-13343	240	28	ability	ability	NOUN
fuelectenerg-13343	240	29	to	to	PART
fuelectenerg-13343	240	30	do	do	AUX
fuelectenerg-13343	240	31	global	global	ADJ
fuelectenerg-13343	240	32	research	research	NOUN
fuelectenerg-13343	240	33	within	within	ADP
fuelectenerg-13343	240	34	the	the	DET
fuelectenerg-13343	240	35	problem	problem	NOUN
fuelectenerg-13343	240	36	-	-	PUNCT
fuelectenerg-13343	240	37	solving	solve	VERB
fuelectenerg-13343	240	38	domain	domain	NOUN
fuelectenerg-13343	240	39	.	.	PUNCT
fuelectenerg-13343	241	1	(	(	PUNCT
fuelectenerg-13343	241	2	)	)	SYM
fuelectenerg-13343	241	3	1	1	NUM
fuelectenerg-13343	241	4	1	1	NUM
fuelectenerg-13343	241	5	,	,	PUNCT
fuelectenerg-13343	241	6	,	,	PUNCT
fuelectenerg-13343	241	7	,	,	PUNCT
fuelectenerg-13343	241	8	:	:	PUNCT
fuelectenerg-13343	241	9	.	.	PUNCT
fuelectenerg-13343	242	1	(	(	PUNCT
fuelectenerg-13343	242	2	.	.	PUNCT
fuelectenerg-13343	242	3	)	)	PUNCT
fuelectenerg-13343	243	1	p	p	X
fuelectenerg-13343	244	1	p	p	X
fuelectenerg-13343	244	2	i	i	PRON
fuelectenerg-13343	245	1	i	i	INTJ
fuelectenerg-13343	245	2	j	j	VERB
fuelectenerg-13343	246	1	i	i	PRON
fuelectenerg-13343	246	2	j	j	PROPN
fuelectenerg-13343	247	1	j	j	NOUN
fuelectenerg-13343	247	2	i	i	PRON
fuelectenerg-13343	247	3	js	js	VERB
fuelectenerg-13343	247	4	s	s	X
fuelectenerg-13343	247	5	s	s	NOUN
fuelectenerg-13343	247	6	r	r	NOUN
fuelectenerg-13343	247	7	iguana	iguana	NOUN
fuelectenerg-13343	247	8	i	i	PRON
fuelectenerg-13343	247	9	s=	s=	VERB
fuelectenerg-13343	248	1	+	+	CCONJ
fuelectenerg-13343	248	2	−	−	PROPN
fuelectenerg-13343	248	3	(	(	PUNCT
fuelectenerg-13343	248	4	7	7	NUM
fuelectenerg-13343	248	5	)	)	PUNCT
fuelectenerg-13343	248	6	after	after	ADP
fuelectenerg-13343	248	7	reaching	reach	VERB
fuelectenerg-13343	248	8	the	the	DET
fuelectenerg-13343	248	9	floor	floor	NOUN
fuelectenerg-13343	248	10	,	,	PUNCT
fuelectenerg-13343	248	11	the	the	DET
fuelectenerg-13343	248	12	iguana	iguana	NOUN
fuelectenerg-13343	248	13	is	be	AUX
fuelectenerg-13343	248	14	placed	place	VERB
fuelectenerg-13343	248	15	at	at	ADP
fuelectenerg-13343	248	16	random	random	ADJ
fuelectenerg-13343	248	17	around	around	ADP
fuelectenerg-13343	248	18	the	the	DET
fuelectenerg-13343	248	19	search	search	NOUN
fuelectenerg-13343	248	20	area	area	NOUN
fuelectenerg-13343	248	21	.	.	PUNCT
fuelectenerg-13343	249	1	coats	coat	NOUN
fuelectenerg-13343	249	2	on	on	ADP
fuelectenerg-13343	249	3	the	the	DET
fuelectenerg-13343	249	4	ground	ground	NOUN
fuelectenerg-13343	249	5	move	move	NOUN
fuelectenerg-13343	249	6	in	in	ADP
fuelectenerg-13343	249	7	the	the	DET
fuelectenerg-13343	249	8	search	search	NOUN
fuelectenerg-13343	249	9	space	space	NOUN
fuelectenerg-13343	249	10	based	base	VERB
fuelectenerg-13343	249	11	on	on	ADP
fuelectenerg-13343	249	12	this	this	DET
fuelectenerg-13343	249	13	random	random	ADJ
fuelectenerg-13343	249	14	placement	placement	NOUN
fuelectenerg-13343	249	15	,	,	PUNCT
fuelectenerg-13343	249	16	where	where	SCONJ
fuelectenerg-13343	249	17	n	n	PRON
fuelectenerg-13343	249	18	is	be	AUX
fuelectenerg-13343	249	19	the	the	DET
fuelectenerg-13343	249	20	number	number	NOUN
fuelectenerg-13343	249	21	of	of	ADP
fuelectenerg-13343	249	22	coatis	coatis	NOUN
fuelectenerg-13343	249	23	.	.	PUNCT
fuelectenerg-13343	250	1	:	:	PUNCT
fuelectenerg-13343	250	2	.	.	PUNCT
fuelectenerg-13343	251	1	(	(	PUNCT
fuelectenerg-13343	251	2	)	)	PUNCT
fuelectenerg-13343	251	3	,	,	PUNCT
fuelectenerg-13343	251	4	1,2	1,2	NUM
fuelectenerg-13343	251	5	,	,	PUNCT
fuelectenerg-13343	251	6	,	,	PUNCT
fuelectenerg-13343	251	7	j	j	PROPN
fuelectenerg-13343	251	8	g	g	PROPN
fuelectenerg-13343	251	9	g	g	PROPN
fuelectenerg-13343	251	10	j	j	PROPN
fuelectenerg-13343	252	1	z	z	PROPN
fuelectenerg-13343	252	2	j	j	PROPN
fuelectenerg-13343	253	1	jiguana	jiguana	PROPN
fuelectenerg-13343	253	2	iguana	iguana	PROPN
fuelectenerg-13343	254	1	i	i	PRON
fuelectenerg-13343	254	2	r	r	VERB
fuelectenerg-13343	254	3	uz	uz	PROPN
fuelectenerg-13343	254	4	lz	lz	PROPN
fuelectenerg-13343	254	5	j	j	PROPN
fuelectenerg-13343	254	6	m=	m=	X
fuelectenerg-13343	255	1	+	+	CCONJ
fuelectenerg-13343	255	2	−	−	PROPN
fuelectenerg-13343	255	3	=	=	SYM
fuelectenerg-13343	255	4			NUM
fuelectenerg-13343	255	5	(	(	PUNCT
fuelectenerg-13343	255	6	8)	8)	NUM
fuelectenerg-13343	255	7	1	1	NUM
fuelectenerg-13343	255	8	,	,	PUNCT
fuelectenerg-13343	255	9	,	,	PUNCT
fuelectenerg-13343	255	10	1	1	NUM
fuelectenerg-13343	255	11	1	1	NUM
fuelectenerg-13343	255	12	,	,	PUNCT
fuelectenerg-13343	255	13	,	,	PUNCT
fuelectenerg-13343	255	14	,	,	PUNCT
fuelectenerg-13343	255	15	.	.	PUNCT
fuelectenerg-13343	256	1	(	(	PUNCT
fuelectenerg-13343	256	2	,	,	PUNCT
fuelectenerg-13343	256	3	)	)	PUNCT
fuelectenerg-13343	256	4	,	,	PUNCT
fuelectenerg-13343	256	5	:	:	PUNCT
fuelectenerg-13343	256	6	.	.	PUNCT
fuelectenerg-13343	257	1	(	(	PUNCT
fuelectenerg-13343	257	2	)	)	PUNCT
fuelectenerg-13343	258	1	g	g	NOUN
fuelectenerg-13343	258	2	g	g	PROPN
fuelectenerg-13343	259	1	i	i	PRON
fuelectenerg-13343	259	2	j	j	PROPN
fuelectenerg-13343	260	1	j	j	NOUN
fuelectenerg-13343	261	1	i	i	PRON
fuelectenerg-13343	261	2	j	j	PROPN
fuelectenerg-13343	261	3	iguana	iguana	NOUN
fuelectenerg-13343	262	1	fp	fp	INTJ
fuelectenerg-13343	262	2	p	p	X
fuelectenerg-13343	263	1	i	i	PRON
fuelectenerg-13343	263	2	i	i	PRON
fuelectenerg-13343	264	1	j	j	NOUN
fuelectenerg-13343	265	1	g	g	NOUN
fuelectenerg-13343	265	2	i	i	PRON
fuelectenerg-13343	265	3	j	j	PROPN
fuelectenerg-13343	266	1	i	i	PRON
fuelectenerg-13343	266	2	j	j	PROPN
fuelectenerg-13343	267	1	j	j	PROPN
fuelectenerg-13343	267	2	s	s	PART
fuelectenerg-13343	267	3	r	r	NOUN
fuelectenerg-13343	267	4	iguana	iguana	NOUN
fuelectenerg-13343	268	1	i	i	PRON
fuelectenerg-13343	268	2	s	s	VERB
fuelectenerg-13343	268	3	f	f	X
fuelectenerg-13343	268	4	s	s	X
fuelectenerg-13343	268	5	s	s	NOUN
fuelectenerg-13343	268	6	s	s	NOUN
fuelectenerg-13343	268	7	r	r	NOUN
fuelectenerg-13343	268	8	s	s	PART
fuelectenerg-13343	268	9	iguana	iguana	NOUN
fuelectenerg-13343	268	10	else	else	ADV
fuelectenerg-13343	268	11			PROPN
fuelectenerg-13343	268	12			ADP
fuelectenerg-13343	269	1	+	+	CCONJ
fuelectenerg-13343	270	1	−	−	X
fuelectenerg-13343	270	2	=	=	PUNCT
fuelectenerg-13343	270	3			PROPN
fuelectenerg-13343	270	4	+	+	CCONJ
fuelectenerg-13343	271	1	+	+	ADJ
fuelectenerg-13343	271	2			NOUN
fuelectenerg-13343	271	3	(	(	PUNCT
fuelectenerg-13343	271	4	9	9	NUM
fuelectenerg-13343	271	5	)	)	PUNCT
fuelectenerg-13343	271	6	1	1	NUM
fuelectenerg-13343	271	7	,	,	PUNCT
fuelectenerg-13343	271	8	2	2	NUM
fuelectenerg-13343	271	9	,	,	PUNCT
fuelectenerg-13343	271	10	,	,	PUNCT
fuelectenerg-13343	271	11	2	2	NUM
fuelectenerg-13343	271	12	2	2	NUM
fuelectenerg-13343	271	13	n	n	NUM
fuelectenerg-13343	271	14	n	n	NOUN
fuelectenerg-13343	271	15	for	for	ADP
fuelectenerg-13343	271	16	i	i	PRON
fuelectenerg-13343	271	17	n	n	PRON
fuelectenerg-13343	271	18			NOUN
fuelectenerg-13343	271	19			NOUN
fuelectenerg-13343	271	20			NOUN
fuelectenerg-13343	271	21			NOUN
fuelectenerg-13343	271	22	=	=	PUNCT
fuelectenerg-13343	272	1	+	+	PUNCT
fuelectenerg-13343	272	2	+	+	ADJ
fuelectenerg-13343	272	3			NOUN
fuelectenerg-13343	272	4			NOUN
fuelectenerg-13343	272	5			NOUN
fuelectenerg-13343	272	6			NOUN
fuelectenerg-13343	272	7			NOUN
fuelectenerg-13343	272	8			PROPN
fuelectenerg-13343	272	9			VERB
fuelectenerg-13343	272	10			PROPN
fuelectenerg-13343	272	11			NUM
fuelectenerg-13343	272	12	(	(	PUNCT
fuelectenerg-13343	272	13	10	10	NUM
fuelectenerg-13343	272	14	)	)	PUNCT
fuelectenerg-13343	272	15	the	the	DET
fuelectenerg-13343	272	16	update	update	NOUN
fuelectenerg-13343	272	17	mechanism	mechanism	NOUN
fuelectenerg-13343	272	18	accepts	accept	VERB
fuelectenerg-13343	272	19	the	the	DET
fuelectenerg-13343	272	20	new	new	ADJ
fuelectenerg-13343	272	21	position	position	NOUN
fuelectenerg-13343	272	22	that	that	PRON
fuelectenerg-13343	272	23	is	be	AUX
fuelectenerg-13343	272	24	determined	determine	VERB
fuelectenerg-13343	272	25	for	for	ADP
fuelectenerg-13343	272	26	each	each	DET
fuelectenerg-13343	272	27	coati	coati	NOUN
fuelectenerg-13343	272	28	when	when	SCONJ
fuelectenerg-13343	272	29	it	it	PRON
fuelectenerg-13343	272	30	raises	raise	VERB
fuelectenerg-13343	272	31	the	the	DET
fuelectenerg-13343	272	32	value	value	NOUN
fuelectenerg-13343	272	33	of	of	ADP
fuelectenerg-13343	272	34	the	the	DET
fuelectenerg-13343	272	35	target	target	NOUN
fuelectenerg-13343	272	36	function	function	NOUN
fuelectenerg-13343	272	37	;	;	PUNCT
fuelectenerg-13343	272	38	otherwise	otherwise	ADV
fuelectenerg-13343	272	39	,	,	PUNCT
fuelectenerg-13343	272	40	the	the	DET
fuelectenerg-13343	272	41	coati	coati	NOUN
fuelectenerg-13343	272	42	remains	remain	VERB
fuelectenerg-13343	272	43	in	in	ADP
fuelectenerg-13343	272	44	its	its	PRON
fuelectenerg-13343	272	45	original	original	ADJ
fuelectenerg-13343	272	46	location	location	NOUN
fuelectenerg-13343	272	47	.	.	PUNCT
fuelectenerg-13343	273	1	this	this	DET
fuelectenerg-13343	273	2	update	update	NOUN
fuelectenerg-13343	273	3	need	need	NOUN
fuelectenerg-13343	273	4	is	be	AUX
fuelectenerg-13343	273	5	intended	intend	VERB
fuelectenerg-13343	273	6	for	for	ADP
fuelectenerg-13343	273	7	i	i	PROPN
fuelectenerg-13343	273	8	=	=	SYM
fuelectenerg-13343	273	9	1	1	NUM
fuelectenerg-13343	273	10	,	,	PUNCT
fuelectenerg-13343	273	11	2	2	NUM
fuelectenerg-13343	273	12	,	,	PUNCT
fuelectenerg-13343	273	13	.	.	PUNCT
fuelectenerg-13343	273	14	.	.	PUNCT
fuelectenerg-13343	274	1	.	.	PUNCT
fuelectenerg-13343	275	1	,	,	PUNCT
fuelectenerg-13343	275	2	n.	n.	PROPN
fuelectenerg-13343	275	3	544	544	NUM
fuelectenerg-13343	275	4	j.	j.	PROPN
fuelectenerg-13343	275	5	rautaray	rautaray	PROPN
fuelectenerg-13343	275	6	,	,	PUNCT
fuelectenerg-13343	275	7	s.	s.	PROPN
fuelectenerg-13343	275	8	panigrahi	panigrahi	PROPN
fuelectenerg-13343	275	9	,	,	PUNCT
fuelectenerg-13343	275	10	a.	a.	PROPN
fuelectenerg-13343	275	11	k.	k.	PROPN
fuelectenerg-13343	275	12	nayak	nayak	PROPN
fuelectenerg-13343	275	13	1	1	NUM
fuelectenerg-13343	275	14	1	1	NUM
fuelectenerg-13343	275	15	,	,	PUNCT
fuelectenerg-13343	275	16	,	,	PUNCT
fuelectenerg-13343	275	17	,	,	PUNCT
fuelectenerg-13343	275	18	p	p	X
fuelectenerg-13343	276	1	p	p	X
fuelectenerg-13343	276	2	i	i	PRON
fuelectenerg-13343	277	1	i	i	PRON
fuelectenerg-13343	277	2	i	i	PRON
fuelectenerg-13343	278	1	i	i	PRON
fuelectenerg-13343	278	2	i	i	PRON
fuelectenerg-13343	278	3	s	s	VERB
fuelectenerg-13343	278	4	f	f	X
fuelectenerg-13343	278	5	f	f	PROPN
fuelectenerg-13343	278	6	s	s	X
fuelectenerg-13343	278	7	s	s	X
fuelectenerg-13343	278	8	else	else	ADV
fuelectenerg-13343	278	9			ADP
fuelectenerg-13343	279	1			PROPN
fuelectenerg-13343	279	2	=	=	PUNCT
fuelectenerg-13343	280	1			NUM
fuelectenerg-13343	280	2			NOUN
fuelectenerg-13343	280	3	(	(	PUNCT
fuelectenerg-13343	280	4	11	11	NUM
fuelectenerg-13343	280	5	)	)	PUNCT
fuelectenerg-13343	280	6	here	here	ADV
fuelectenerg-13343	280	7	si	si	PROPN
fuelectenerg-13343	280	8	p1	p1	PROPN
fuelectenerg-13343	280	9	represents	represent	VERB
fuelectenerg-13343	280	10	the	the	DET
fuelectenerg-13343	280	11	newly	newly	ADV
fuelectenerg-13343	280	12	calculated	calculate	VERB
fuelectenerg-13343	280	13	location	location	NOUN
fuelectenerg-13343	280	14	for	for	ADP
fuelectenerg-13343	280	15	the	the	DET
fuelectenerg-13343	280	16	ith	ith	PROPN
fuelectenerg-13343	280	17	coati	coati	NOUN
fuelectenerg-13343	280	18	,	,	PUNCT
fuelectenerg-13343	280	19	while	while	SCONJ
fuelectenerg-13343	280	20	si	si	PROPN
fuelectenerg-13343	280	21	,	,	PUNCT
fuelectenerg-13343	280	22	j	j	PROPN
fuelectenerg-13343	280	23	p1	p1	PROPN
fuelectenerg-13343	280	24	denotes	denote	VERB
fuelectenerg-13343	280	25	its	its	PRON
fuelectenerg-13343	280	26	jth	jth	PROPN
fuelectenerg-13343	280	27	measurement	measurement	NOUN
fuelectenerg-13343	280	28	,	,	PUNCT
fuelectenerg-13343	280	29	fi	fi	NOUN
fuelectenerg-13343	280	30	p1	p1	NOUN
fuelectenerg-13343	280	31	is	be	AUX
fuelectenerg-13343	280	32	the	the	DET
fuelectenerg-13343	280	33	value	value	NOUN
fuelectenerg-13343	280	34	of	of	ADP
fuelectenerg-13343	280	35	its	its	PRON
fuelectenerg-13343	280	36	objective	objective	ADJ
fuelectenerg-13343	280	37	function	function	NOUN
fuelectenerg-13343	280	38	.	.	PUNCT
fuelectenerg-13343	281	1	the	the	DET
fuelectenerg-13343	281	2	iguana	iguana	NOUN
fuelectenerg-13343	281	3	indicates	indicate	VERB
fuelectenerg-13343	281	4	the	the	DET
fuelectenerg-13343	281	5	location	location	NOUN
fuelectenerg-13343	281	6	of	of	ADP
fuelectenerg-13343	281	7	the	the	DET
fuelectenerg-13343	281	8	best	good	ADJ
fuelectenerg-13343	281	9	performing	perform	VERB
fuelectenerg-13343	281	10	member	member	NOUN
fuelectenerg-13343	281	11	in	in	ADP
fuelectenerg-13343	281	12	search	search	NOUN
fuelectenerg-13343	281	13	region	region	NOUN
fuelectenerg-13343	281	14	,	,	PUNCT
fuelectenerg-13343	281	15	with	with	ADP
fuelectenerg-13343	281	16	iguana	iguana	NOUN
fuelectenerg-13343	281	17	representing	represent	VERB
fuelectenerg-13343	281	18	its	its	PRON
fuelectenerg-13343	281	19	jth	jth	PROPN
fuelectenerg-13343	281	20	dimension.iguanaj	dimension.iguanaj	PROPN
fuelectenerg-13343	281	21	g	g	PROPN
fuelectenerg-13343	281	22	refers	refer	VERB
fuelectenerg-13343	281	23	to	to	ADP
fuelectenerg-13343	281	24	the	the	DET
fuelectenerg-13343	281	25	jth	jth	PROPN
fuelectenerg-13343	281	26	measurement	measurement	NOUN
fuelectenerg-13343	281	27	at	at	ADP
fuelectenerg-13343	281	28	this	this	DET
fuelectenerg-13343	281	29	randomly	randomly	ADV
fuelectenerg-13343	281	30	chosen	choose	VERB
fuelectenerg-13343	281	31	position	position	NOUN
fuelectenerg-13343	281	32	,	,	PUNCT
fuelectenerg-13343	281	33	while	while	SCONJ
fuelectenerg-13343	281	34	figuana	figuana	ADJ
fuelectenerg-13343	281	35	g	g	PROPN
fuelectenerg-13343	281	36	represents	represent	VERB
fuelectenerg-13343	281	37	the	the	DET
fuelectenerg-13343	281	38	value	value	NOUN
fuelectenerg-13343	281	39	of	of	ADP
fuelectenerg-13343	281	40	the	the	DET
fuelectenerg-13343	281	41	objective	objective	ADJ
fuelectenerg-13343	281	42	function	function	NOUN
fuelectenerg-13343	281	43	at	at	ADP
fuelectenerg-13343	281	44	this	this	DET
fuelectenerg-13343	281	45	location	location	NOUN
fuelectenerg-13343	281	46	.	.	PUNCT
fuelectenerg-13343	282	1	strategy	strategy	NOUN
fuelectenerg-13343	282	2	2	2	NUM
fuelectenerg-13343	282	3	:	:	PUNCT
fuelectenerg-13343	282	4	the	the	DET
fuelectenerg-13343	282	5	act	act	NOUN
fuelectenerg-13343	282	6	of	of	ADP
fuelectenerg-13343	282	7	running	run	VERB
fuelectenerg-13343	282	8	away	away	ADV
fuelectenerg-13343	282	9	from	from	ADP
fuelectenerg-13343	282	10	a	a	DET
fuelectenerg-13343	282	11	predator	predator	NOUN
fuelectenerg-13343	282	12	because	because	SCONJ
fuelectenerg-13343	282	13	of	of	ADP
fuelectenerg-13343	282	14	the	the	DET
fuelectenerg-13343	282	15	maneuvers	maneuver	NOUN
fuelectenerg-13343	282	16	it	it	PRON
fuelectenerg-13343	282	17	has	have	AUX
fuelectenerg-13343	282	18	made	make	VERB
fuelectenerg-13343	282	19	in	in	ADP
fuelectenerg-13343	282	20	this	this	DET
fuelectenerg-13343	282	21	technique	technique	NOUN
fuelectenerg-13343	282	22	,	,	PUNCT
fuelectenerg-13343	282	23	coatis’position	coatis’position	NOUN
fuelectenerg-13343	282	24	is	be	AUX
fuelectenerg-13343	282	25	secure	secure	ADJ
fuelectenerg-13343	282	26	with	with	ADP
fuelectenerg-13343	282	27	relation	relation	NOUN
fuelectenerg-13343	282	28	to	to	ADP
fuelectenerg-13343	282	29	its	its	PRON
fuelectenerg-13343	282	30	present	present	ADJ
fuelectenerg-13343	282	31	position	position	NOUN
fuelectenerg-13343	282	32	,	,	PUNCT
fuelectenerg-13343	282	33	which	which	PRON
fuelectenerg-13343	282	34	implies	imply	VERB
fuelectenerg-13343	282	35	that	that	SCONJ
fuelectenerg-13343	282	36	the	the	DET
fuelectenerg-13343	282	37	coa	coa	NOUN
fuelectenerg-13343	282	38	can	can	AUX
fuelectenerg-13343	282	39	be	be	AUX
fuelectenerg-13343	282	40	employed	employ	VERB
fuelectenerg-13343	282	41	in	in	ADP
fuelectenerg-13343	282	42	local	local	ADJ
fuelectenerg-13343	282	43	search	search	NOUN
fuelectenerg-13343	282	44	.	.	PUNCT
fuelectenerg-13343	283	1	,	,	PUNCT
fuelectenerg-13343	283	2	,	,	PUNCT
fuelectenerg-13343	283	3	1,2	1,2	NUM
fuelectenerg-13343	283	4	,	,	PUNCT
fuelectenerg-13343	283	5	,	,	PUNCT
fuelectenerg-13343	283	6	j	j	PROPN
fuelectenerg-13343	283	7	jlocal	jlocal	ADJ
fuelectenerg-13343	283	8	local	local	ADJ
fuelectenerg-13343	283	9	j	j	PROPN
fuelectenerg-13343	283	10	j	j	PROPN
fuelectenerg-13343	283	11	lz	lz	PROPN
fuelectenerg-13343	283	12	lz	lz	PROPN
fuelectenerg-13343	283	13	lz	lz	PROPN
fuelectenerg-13343	283	14	uz	uz	PROPN
fuelectenerg-13343	283	15	where	where	SCONJ
fuelectenerg-13343	283	16	t	t	PROPN
fuelectenerg-13343	283	17	t	t	PROPN
fuelectenerg-13343	283	18	t	t	PROPN
fuelectenerg-13343	283	19	t	t	NOUN
fuelectenerg-13343	283	20	=	=	PUNCT
fuelectenerg-13343	284	1	=	=	SYM
fuelectenerg-13343	284	2	=	=	PUNCT
fuelectenerg-13343	284	3			NUM
fuelectenerg-13343	284	4	(	(	PUNCT
fuelectenerg-13343	284	5	12	12	NUM
fuelectenerg-13343	284	6	)	)	PUNCT
fuelectenerg-13343	284	7	(	(	PUNCT
fuelectenerg-13343	284	8	)	)	PUNCT
fuelectenerg-13343	284	9	2	2	NUM
fuelectenerg-13343	284	10	2	2	NUM
fuelectenerg-13343	284	11	,	,	PUNCT
fuelectenerg-13343	284	12	,	,	PUNCT
fuelectenerg-13343	284	13	:	:	PUNCT
fuelectenerg-13343	284	14	(	(	PUNCT
fuelectenerg-13343	284	15	1	1	NUM
fuelectenerg-13343	284	16	2	2	NUM
fuelectenerg-13343	284	17	)	)	PUNCT
fuelectenerg-13343	284	18	.	.	PUNCT
fuelectenerg-13343	284	19	.	.	PUNCT
fuelectenerg-13343	285	1	(	(	PUNCT
fuelectenerg-13343	285	2	.	.	PUNCT
fuelectenerg-13343	286	1	(	(	PUNCT
fuelectenerg-13343	286	2	)	)	PUNCT
fuelectenerg-13343	286	3	)	)	PUNCT
fuelectenerg-13343	286	4	p	p	X
fuelectenerg-13343	286	5	p	p	VERB
fuelectenerg-13343	286	6	local	local	ADJ
fuelectenerg-13343	286	7	local	local	ADJ
fuelectenerg-13343	286	8	local	local	ADJ
fuelectenerg-13343	286	9	local	local	ADJ
fuelectenerg-13343	287	1	i	i	PRON
fuelectenerg-13343	287	2	i	i	INTJ
fuelectenerg-13343	288	1	j	j	VERB
fuelectenerg-13343	289	1	i	i	PRON
fuelectenerg-13343	289	2	j	j	PROPN
fuelectenerg-13343	290	1	j	j	PROPN
fuelectenerg-13343	290	2	j	j	PROPN
fuelectenerg-13343	290	3	j	j	PROPN
fuelectenerg-13343	290	4	js	js	PROPN
fuelectenerg-13343	290	5	s	s	X
fuelectenerg-13343	290	6	s	s	NOUN
fuelectenerg-13343	290	7	r	r	NOUN
fuelectenerg-13343	290	8	lz	lz	ADP
fuelectenerg-13343	290	9	r	r	NOUN
fuelectenerg-13343	290	10	uz	uz	PROPN
fuelectenerg-13343	290	11	r	r	NOUN
fuelectenerg-13343	290	12	uz	uz	NOUN
fuelectenerg-13343	290	13	lz=	lz=	NOUN
fuelectenerg-13343	290	14	+	+	CCONJ
fuelectenerg-13343	290	15	−	−	PROPN
fuelectenerg-13343	291	1	+	+	CCONJ
fuelectenerg-13343	291	2	+	+	NUM
fuelectenerg-13343	291	3	−	−	PROPN
fuelectenerg-13343	291	4	(	(	PUNCT
fuelectenerg-13343	291	5	13	13	NUM
fuelectenerg-13343	291	6	)	)	PUNCT
fuelectenerg-13343	291	7	the	the	DET
fuelectenerg-13343	291	8	newly	newly	ADV
fuelectenerg-13343	291	9	found	find	VERB
fuelectenerg-13343	291	10	and	and	CCONJ
fuelectenerg-13343	291	11	determined	determined	ADJ
fuelectenerg-13343	291	12	position	position	NOUN
fuelectenerg-13343	291	13	is	be	AUX
fuelectenerg-13343	291	14	found	find	VERB
fuelectenerg-13343	291	15	to	to	PART
fuelectenerg-13343	291	16	be	be	AUX
fuelectenerg-13343	291	17	appropriate	appropriate	ADJ
fuelectenerg-13343	291	18	if	if	SCONJ
fuelectenerg-13343	291	19	it	it	PRON
fuelectenerg-13343	291	20	raises	raise	VERB
fuelectenerg-13343	291	21	the	the	DET
fuelectenerg-13343	291	22	objective	objective	ADJ
fuelectenerg-13343	291	23	function	function	NOUN
fuelectenerg-13343	291	24	's	's	PART
fuelectenerg-13343	291	25	value	value	NOUN
fuelectenerg-13343	291	26	.	.	PUNCT
fuelectenerg-13343	292	1	2	2	NUM
fuelectenerg-13343	292	2	2	2	NUM
fuelectenerg-13343	292	3	,	,	PUNCT
fuelectenerg-13343	292	4	,	,	PUNCT
fuelectenerg-13343	292	5	,	,	PUNCT
fuelectenerg-13343	293	1	p	p	X
fuelectenerg-13343	294	1	p	p	X
fuelectenerg-13343	295	1	i	i	PRON
fuelectenerg-13343	296	1	i	i	PRON
fuelectenerg-13343	297	1	i	i	PRON
fuelectenerg-13343	298	1	i	i	PRON
fuelectenerg-13343	299	1	i	i	PRON
fuelectenerg-13343	299	2	s	s	VERB
fuelectenerg-13343	299	3	f	f	X
fuelectenerg-13343	299	4	f	f	PROPN
fuelectenerg-13343	299	5	s	s	X
fuelectenerg-13343	299	6	s	s	X
fuelectenerg-13343	299	7	else	else	ADV
fuelectenerg-13343	299	8			ADP
fuelectenerg-13343	300	1			PROPN
fuelectenerg-13343	300	2	=	=	PUNCT
fuelectenerg-13343	301	1			NUM
fuelectenerg-13343	301	2			NOUN
fuelectenerg-13343	301	3	(	(	PUNCT
fuelectenerg-13343	301	4	14	14	NUM
fuelectenerg-13343	301	5	)	)	PUNCT
fuelectenerg-13343	301	6	here	here	ADV
fuelectenerg-13343	301	7	si	si	PROPN
fuelectenerg-13343	301	8	p2	p2	PROPN
fuelectenerg-13343	301	9	is	be	AUX
fuelectenerg-13343	301	10	the	the	DET
fuelectenerg-13343	301	11	new	new	ADJ
fuelectenerg-13343	301	12	position	position	NOUN
fuelectenerg-13343	301	13	determined	determine	VERB
fuelectenerg-13343	301	14	by	by	ADP
fuelectenerg-13343	301	15	using	use	VERB
fuelectenerg-13343	301	16	the	the	DET
fuelectenerg-13343	301	17	second	second	ADJ
fuelectenerg-13343	301	18	phase	phase	NOUN
fuelectenerg-13343	301	19	of	of	ADP
fuelectenerg-13343	301	20	coa	coa	NOUN
fuelectenerg-13343	301	21	for	for	ADP
fuelectenerg-13343	301	22	the	the	DET
fuelectenerg-13343	301	23	ith	ith	PROPN
fuelectenerg-13343	301	24	coati	coati	PROPN
fuelectenerg-13343	301	25	,	,	PUNCT
fuelectenerg-13343	301	26	si	si	X
fuelectenerg-13343	301	27	,	,	PUNCT
fuelectenerg-13343	301	28	j	j	PROPN
fuelectenerg-13343	301	29	p2	p2	PROPN
fuelectenerg-13343	301	30	is	be	AUX
fuelectenerg-13343	301	31	the	the	DET
fuelectenerg-13343	301	32	jth	jth	PROPN
fuelectenerg-13343	301	33	dimension	dimension	NOUN
fuelectenerg-13343	301	34	,	,	PUNCT
fuelectenerg-13343	301	35	fi	fi	NOUN
fuelectenerg-13343	301	36	p2	p2	PROPN
fuelectenerg-13343	301	37	is	be	AUX
fuelectenerg-13343	301	38	the	the	DET
fuelectenerg-13343	301	39	outcome	outcome	NOUN
fuelectenerg-13343	301	40	of	of	ADP
fuelectenerg-13343	301	41	its	its	PRON
fuelectenerg-13343	301	42	objective	objective	ADJ
fuelectenerg-13343	301	43	function	function	NOUN
fuelectenerg-13343	301	44	,	,	PUNCT
fuelectenerg-13343	301	45	step	step	NOUN
fuelectenerg-13343	301	46	4	4	NUM
fuelectenerg-13343	301	47	:	:	PUNCT
fuelectenerg-13343	301	48	termination	termination	NOUN
fuelectenerg-13343	301	49	condition	condition	NOUN
fuelectenerg-13343	301	50	:	:	PUNCT
fuelectenerg-13343	301	51	until	until	SCONJ
fuelectenerg-13343	301	52	the	the	DET
fuelectenerg-13343	301	53	best	good	ADJ
fuelectenerg-13343	301	54	hyper	hyper	ADJ
fuelectenerg-13343	301	55	-	-	ADJ
fuelectenerg-13343	301	56	parameter	parameter	ADJ
fuelectenerg-13343	301	57	choice	choice	NOUN
fuelectenerg-13343	301	58	is	be	AUX
fuelectenerg-13343	301	59	achieved	achieve	VERB
fuelectenerg-13343	301	60	,	,	PUNCT
fuelectenerg-13343	301	61	the	the	DET
fuelectenerg-13343	301	62	procedure	procedure	NOUN
fuelectenerg-13343	301	63	is	be	AUX
fuelectenerg-13343	301	64	repeated	repeat	VERB
fuelectenerg-13343	301	65	.	.	PUNCT
fuelectenerg-13343	302	1	the	the	DET
fuelectenerg-13343	302	2	selected	select	VERB
fuelectenerg-13343	302	3	hyperparameter	hyperparameter	NOUN
fuelectenerg-13343	302	4	value	value	NOUN
fuelectenerg-13343	302	5	is	be	AUX
fuelectenerg-13343	302	6	applied	apply	VERB
fuelectenerg-13343	302	7	to	to	ADP
fuelectenerg-13343	302	8	the	the	DET
fuelectenerg-13343	302	9	improved	improve	VERB
fuelectenerg-13343	302	10	vectorization	vectorization	NOUN
fuelectenerg-13343	302	11	.	.	PUNCT
fuelectenerg-13343	303	1	the	the	DET
fuelectenerg-13343	303	2	coa	coa	NOUN
fuelectenerg-13343	303	3	pseudo	pseudo	NOUN
fuelectenerg-13343	303	4	-	-	NOUN
fuelectenerg-13343	303	5	code	code	NOUN
fuelectenerg-13343	303	6	is	be	AUX
fuelectenerg-13343	303	7	displayed	display	VERB
fuelectenerg-13343	303	8	in	in	ADP
fuelectenerg-13343	303	9	the	the	DET
fuelectenerg-13343	303	10	table	table	NOUN
fuelectenerg-13343	303	11	below	below	ADV
fuelectenerg-13343	303	12	.	.	PUNCT
fuelectenerg-13343	304	1	fig	fig	NOUN
fuelectenerg-13343	304	2	.	.	PUNCT
fuelectenerg-13343	305	1	3	3	NUM
fuelectenerg-13343	305	2	flowchart	flowchart	NOUN
fuelectenerg-13343	305	3	for	for	ADP
fuelectenerg-13343	305	4	coa	coa	NOUN
fuelectenerg-13343	305	5	improving	improve	VERB
fuelectenerg-13343	305	6	extractive	extractive	ADJ
fuelectenerg-13343	305	7	text	text	NOUN
fuelectenerg-13343	305	8	summarization	summarization	NOUN
fuelectenerg-13343	305	9	via	via	ADP
fuelectenerg-13343	305	10	efficient	efficient	ADJ
fuelectenerg-13343	305	11	coati	coati	PROPN
fuelectenerg-13343	305	12	algorithm	algorithm	NOUN
fuelectenerg-13343	305	13	for	for	ADP
fuelectenerg-13343	305	14	single	single	ADJ
fuelectenerg-13343	305	15	document	document	NOUN
fuelectenerg-13343	305	16	545	545	NUM
fuelectenerg-13343	305	17	the	the	DET
fuelectenerg-13343	305	18	proposed	propose	VERB
fuelectenerg-13343	305	19	method	method	NOUN
fuelectenerg-13343	305	20	utilizes	utilize	VERB
fuelectenerg-13343	305	21	a	a	DET
fuelectenerg-13343	305	22	classification	classification	NOUN
fuelectenerg-13343	305	23	-	-	PUNCT
fuelectenerg-13343	305	24	based	base	VERB
fuelectenerg-13343	305	25	approach	approach	NOUN
fuelectenerg-13343	305	26	for	for	ADP
fuelectenerg-13343	305	27	text	text	NOUN
fuelectenerg-13343	305	28	summarization	summarization	NOUN
fuelectenerg-13343	305	29	,	,	PUNCT
fuelectenerg-13343	305	30	where	where	SCONJ
fuelectenerg-13343	305	31	each	each	DET
fuelectenerg-13343	305	32	sentence	sentence	NOUN
fuelectenerg-13343	305	33	is	be	AUX
fuelectenerg-13343	305	34	classified	classify	VERB
fuelectenerg-13343	305	35	as	as	ADP
fuelectenerg-13343	305	36	either	either	DET
fuelectenerg-13343	305	37	part	part	NOUN
fuelectenerg-13343	305	38	of	of	ADP
fuelectenerg-13343	305	39	the	the	DET
fuelectenerg-13343	305	40	summary	summary	NOUN
fuelectenerg-13343	305	41	or	or	CCONJ
fuelectenerg-13343	305	42	not	not	PART
fuelectenerg-13343	305	43	.	.	PUNCT
fuelectenerg-13343	306	1	this	this	DET
fuelectenerg-13343	306	2	classification	classification	NOUN
fuelectenerg-13343	306	3	is	be	AUX
fuelectenerg-13343	306	4	performed	perform	VERB
fuelectenerg-13343	306	5	using	use	VERB
fuelectenerg-13343	306	6	a	a	DET
fuelectenerg-13343	306	7	neural	neural	ADJ
fuelectenerg-13343	306	8	network	network	NOUN
fuelectenerg-13343	306	9	,	,	PUNCT
fuelectenerg-13343	306	10	and	and	CCONJ
fuelectenerg-13343	306	11	to	to	PART
fuelectenerg-13343	306	12	ensure	ensure	VERB
fuelectenerg-13343	306	13	optimal	optimal	ADJ
fuelectenerg-13343	306	14	performance	performance	NOUN
fuelectenerg-13343	306	15	,	,	PUNCT
fuelectenerg-13343	306	16	the	the	DET
fuelectenerg-13343	306	17	coati	coati	PROPN
fuelectenerg-13343	306	18	optimization	optimization	NOUN
fuelectenerg-13343	306	19	algorithm	algorithm	NOUN
fuelectenerg-13343	306	20	(	(	PUNCT
fuelectenerg-13343	306	21	coa	coa	NOUN
fuelectenerg-13343	306	22	)	)	PUNCT
fuelectenerg-13343	306	23	is	be	AUX
fuelectenerg-13343	306	24	employed	employ	VERB
fuelectenerg-13343	306	25	for	for	ADP
fuelectenerg-13343	306	26	hyperparameter	hyperparameter	NOUN
fuelectenerg-13343	306	27	tuning	tuning	NOUN
fuelectenerg-13343	306	28	.	.	PUNCT
fuelectenerg-13343	307	1	specifically	specifically	ADV
fuelectenerg-13343	307	2	,	,	PUNCT
fuelectenerg-13343	307	3	coa	coa	NOUN
fuelectenerg-13343	307	4	optimizes	optimize	VERB
fuelectenerg-13343	307	5	key	key	ADJ
fuelectenerg-13343	307	6	hyperparameters	hyperparameter	NOUN
fuelectenerg-13343	307	7	such	such	ADJ
fuelectenerg-13343	307	8	as	as	ADP
fuelectenerg-13343	307	9	learning	learn	VERB
fuelectenerg-13343	307	10	rate	rate	NOUN
fuelectenerg-13343	307	11	,	,	PUNCT
fuelectenerg-13343	307	12	batch	batch	NOUN
fuelectenerg-13343	307	13	size	size	NOUN
fuelectenerg-13343	307	14	,	,	PUNCT
fuelectenerg-13343	307	15	dropout	dropout	NOUN
fuelectenerg-13343	307	16	rate	rate	NOUN
fuelectenerg-13343	307	17	,	,	PUNCT
fuelectenerg-13343	307	18	and	and	CCONJ
fuelectenerg-13343	307	19	embedding	embed	VERB
fuelectenerg-13343	307	20	dimension	dimension	NOUN
fuelectenerg-13343	307	21	,	,	PUNCT
fuelectenerg-13343	307	22	which	which	PRON
fuelectenerg-13343	307	23	significantly	significantly	ADV
fuelectenerg-13343	307	24	impact	impact	VERB
fuelectenerg-13343	307	25	the	the	DET
fuelectenerg-13343	307	26	model	model	NOUN
fuelectenerg-13343	307	27	’s	’s	PART
fuelectenerg-13343	307	28	accuracy	accuracy	NOUN
fuelectenerg-13343	307	29	and	and	CCONJ
fuelectenerg-13343	307	30	efficiency	efficiency	NOUN
fuelectenerg-13343	307	31	.	.	PUNCT
fuelectenerg-13343	308	1	the	the	DET
fuelectenerg-13343	308	2	optimization	optimization	NOUN
fuelectenerg-13343	308	3	process	process	NOUN
fuelectenerg-13343	308	4	begins	begin	VERB
fuelectenerg-13343	308	5	with	with	ADP
fuelectenerg-13343	308	6	the	the	DET
fuelectenerg-13343	308	7	initialization	initialization	NOUN
fuelectenerg-13343	308	8	of	of	ADP
fuelectenerg-13343	308	9	a	a	DET
fuelectenerg-13343	308	10	population	population	NOUN
fuelectenerg-13343	308	11	of	of	ADP
fuelectenerg-13343	308	12	coatis	coatis	NOUN
fuelectenerg-13343	308	13	,	,	PUNCT
fuelectenerg-13343	308	14	where	where	SCONJ
fuelectenerg-13343	308	15	each	each	PRON
fuelectenerg-13343	308	16	represents	represent	VERB
fuelectenerg-13343	308	17	a	a	DET
fuelectenerg-13343	308	18	unique	unique	ADJ
fuelectenerg-13343	308	19	combination	combination	NOUN
fuelectenerg-13343	308	20	of	of	ADP
fuelectenerg-13343	308	21	hyperparameters	hyperparameter	NOUN
fuelectenerg-13343	308	22	.	.	PUNCT
fuelectenerg-13343	309	1	the	the	DET
fuelectenerg-13343	309	2	fitness	fitness	NOUN
fuelectenerg-13343	309	3	of	of	ADP
fuelectenerg-13343	309	4	each	each	DET
fuelectenerg-13343	309	5	candidate	candidate	NOUN
fuelectenerg-13343	309	6	solution	solution	NOUN
fuelectenerg-13343	309	7	is	be	AUX
fuelectenerg-13343	309	8	evaluated	evaluate	VERB
fuelectenerg-13343	309	9	based	base	VERB
fuelectenerg-13343	309	10	on	on	ADP
fuelectenerg-13343	309	11	classification	classification	NOUN
fuelectenerg-13343	309	12	accuracy	accuracy	NOUN
fuelectenerg-13343	309	13	,	,	PUNCT
fuelectenerg-13343	309	14	and	and	CCONJ
fuelectenerg-13343	309	15	the	the	DET
fuelectenerg-13343	309	16	positions	position	NOUN
fuelectenerg-13343	309	17	of	of	ADP
fuelectenerg-13343	309	18	coatis	coatis	NOUN
fuelectenerg-13343	309	19	are	be	AUX
fuelectenerg-13343	309	20	updated	update	VERB
fuelectenerg-13343	309	21	using	use	VERB
fuelectenerg-13343	309	22	two	two	NUM
fuelectenerg-13343	309	23	strategies	strategy	NOUN
fuelectenerg-13343	309	24	:	:	PUNCT
fuelectenerg-13343	309	25	the	the	DET
fuelectenerg-13343	309	26	hunting	hunting	NOUN
fuelectenerg-13343	309	27	and	and	CCONJ
fuelectenerg-13343	309	28	attacking	attack	VERB
fuelectenerg-13343	309	29	strategy	strategy	NOUN
fuelectenerg-13343	309	30	for	for	ADP
fuelectenerg-13343	309	31	global	global	ADJ
fuelectenerg-13343	309	32	exploration	exploration	NOUN
fuelectenerg-13343	309	33	and	and	CCONJ
fuelectenerg-13343	309	34	the	the	DET
fuelectenerg-13343	309	35	escape	escape	NOUN
fuelectenerg-13343	309	36	from	from	ADP
fuelectenerg-13343	309	37	predators	predator	NOUN
fuelectenerg-13343	309	38	strategy	strategy	NOUN
fuelectenerg-13343	309	39	for	for	ADP
fuelectenerg-13343	309	40	local	local	ADJ
fuelectenerg-13343	309	41	refinement	refinement	NOUN
fuelectenerg-13343	309	42	.	.	PUNCT
fuelectenerg-13343	310	1	this	this	DET
fuelectenerg-13343	310	2	iterative	iterative	NOUN
fuelectenerg-13343	310	3	process	process	NOUN
fuelectenerg-13343	310	4	continues	continue	VERB
fuelectenerg-13343	310	5	until	until	SCONJ
fuelectenerg-13343	310	6	the	the	DET
fuelectenerg-13343	310	7	best	good	ADJ
fuelectenerg-13343	310	8	set	set	NOUN
fuelectenerg-13343	310	9	of	of	ADP
fuelectenerg-13343	310	10	hyperparameters	hyperparameter	NOUN
fuelectenerg-13343	310	11	is	be	AUX
fuelectenerg-13343	310	12	identified	identify	VERB
fuelectenerg-13343	310	13	,	,	PUNCT
fuelectenerg-13343	310	14	which	which	PRON
fuelectenerg-13343	310	15	is	be	AUX
fuelectenerg-13343	310	16	then	then	ADV
fuelectenerg-13343	310	17	applied	apply	VERB
fuelectenerg-13343	310	18	to	to	ADP
fuelectenerg-13343	310	19	the	the	DET
fuelectenerg-13343	310	20	neural	neural	ADJ
fuelectenerg-13343	310	21	network	network	NOUN
fuelectenerg-13343	310	22	model	model	NOUN
fuelectenerg-13343	310	23	.	.	PUNCT
fuelectenerg-13343	311	1	as	as	ADP
fuelectenerg-13343	311	2	a	a	DET
fuelectenerg-13343	311	3	result	result	NOUN
fuelectenerg-13343	311	4	,	,	PUNCT
fuelectenerg-13343	311	5	while	while	SCONJ
fuelectenerg-13343	311	6	coa	coa	NOUN
fuelectenerg-13343	311	7	does	do	AUX
fuelectenerg-13343	311	8	not	not	PART
fuelectenerg-13343	311	9	directly	directly	ADV
fuelectenerg-13343	311	10	perform	perform	VERB
fuelectenerg-13343	311	11	summarization	summarization	NOUN
fuelectenerg-13343	311	12	,	,	PUNCT
fuelectenerg-13343	311	13	it	it	PRON
fuelectenerg-13343	311	14	plays	play	VERB
fuelectenerg-13343	311	15	a	a	DET
fuelectenerg-13343	311	16	crucial	crucial	ADJ
fuelectenerg-13343	311	17	role	role	NOUN
fuelectenerg-13343	311	18	in	in	ADP
fuelectenerg-13343	311	19	enhancing	enhance	VERB
fuelectenerg-13343	311	20	the	the	DET
fuelectenerg-13343	311	21	neural	neural	ADJ
fuelectenerg-13343	311	22	network	network	NOUN
fuelectenerg-13343	311	23	’s	’s	PART
fuelectenerg-13343	311	24	ability	ability	NOUN
fuelectenerg-13343	311	25	to	to	PART
fuelectenerg-13343	311	26	accurately	accurately	ADV
fuelectenerg-13343	311	27	classify	classify	VERB
fuelectenerg-13343	311	28	sentences	sentence	NOUN
fuelectenerg-13343	311	29	,	,	PUNCT
fuelectenerg-13343	311	30	thereby	thereby	ADV
fuelectenerg-13343	311	31	improving	improve	VERB
fuelectenerg-13343	311	32	the	the	DET
fuelectenerg-13343	311	33	overall	overall	ADJ
fuelectenerg-13343	311	34	quality	quality	NOUN
fuelectenerg-13343	311	35	of	of	ADP
fuelectenerg-13343	311	36	the	the	DET
fuelectenerg-13343	311	37	generated	generate	VERB
fuelectenerg-13343	311	38	summary	summary	NOUN
fuelectenerg-13343	311	39	.	.	PUNCT
fuelectenerg-13343	312	1	4	4	X
fuelectenerg-13343	312	2	.	.	X
fuelectenerg-13343	312	3	result	result	NOUN
fuelectenerg-13343	312	4	and	and	CCONJ
fuelectenerg-13343	312	5	discussion	discussion	NOUN
fuelectenerg-13343	312	6	the	the	DET
fuelectenerg-13343	312	7	findings	finding	NOUN
fuelectenerg-13343	312	8	show	show	VERB
fuelectenerg-13343	312	9	that	that	SCONJ
fuelectenerg-13343	312	10	the	the	DET
fuelectenerg-13343	312	11	coa	coa	NOUN
fuelectenerg-13343	312	12	outperforms	outperform	VERB
fuelectenerg-13343	312	13	current	current	ADJ
fuelectenerg-13343	312	14	optimization	optimization	NOUN
fuelectenerg-13343	312	15	algorithms	algorithm	NOUN
fuelectenerg-13343	312	16	in	in	ADP
fuelectenerg-13343	312	17	producing	produce	VERB
fuelectenerg-13343	312	18	succinct	succinct	ADJ
fuelectenerg-13343	312	19	and	and	CCONJ
fuelectenerg-13343	312	20	insightful	insightful	ADJ
fuelectenerg-13343	312	21	summaries	summary	NOUN
fuelectenerg-13343	312	22	,	,	PUNCT
fuelectenerg-13343	312	23	as	as	SCONJ
fuelectenerg-13343	312	24	evidenced	evidence	VERB
fuelectenerg-13343	312	25	by	by	ADP
fuelectenerg-13343	312	26	higher	high	ADJ
fuelectenerg-13343	312	27	rouge	rouge	NOUN
fuelectenerg-13343	312	28	and	and	CCONJ
fuelectenerg-13343	312	29	bleu	bleu	NOUN
fuelectenerg-13343	312	30	scores	score	NOUN
fuelectenerg-13343	312	31	.	.	PUNCT
fuelectenerg-13343	313	1	the	the	DET
fuelectenerg-13343	313	2	coa	coa	NOUN
fuelectenerg-13343	313	3	's	's	PART
fuelectenerg-13343	313	4	potential	potential	NOUN
fuelectenerg-13343	313	5	as	as	ADP
fuelectenerg-13343	313	6	a	a	DET
fuelectenerg-13343	313	7	potent	potent	ADJ
fuelectenerg-13343	313	8	tool	tool	NOUN
fuelectenerg-13343	313	9	for	for	ADP
fuelectenerg-13343	313	10	automatic	automatic	ADJ
fuelectenerg-13343	313	11	text	text	NOUN
fuelectenerg-13343	313	12	summaries	summary	NOUN
fuelectenerg-13343	313	13	is	be	AUX
fuelectenerg-13343	313	14	highlighted	highlight	VERB
fuelectenerg-13343	313	15	in	in	ADP
fuelectenerg-13343	313	16	the	the	DET
fuelectenerg-13343	313	17	debate	debate	NOUN
fuelectenerg-13343	313	18	,	,	PUNCT
fuelectenerg-13343	313	19	which	which	PRON
fuelectenerg-13343	313	20	also	also	ADV
fuelectenerg-13343	313	21	highlights	highlight	VERB
fuelectenerg-13343	313	22	how	how	SCONJ
fuelectenerg-13343	313	23	well	well	ADV
fuelectenerg-13343	313	24	it	it	PRON
fuelectenerg-13343	313	25	extracts	extract	VERB
fuelectenerg-13343	313	26	important	important	ADJ
fuelectenerg-13343	313	27	information	information	NOUN
fuelectenerg-13343	313	28	from	from	ADP
fuelectenerg-13343	313	29	documents	document	NOUN
fuelectenerg-13343	313	30	while	while	SCONJ
fuelectenerg-13343	313	31	maintaining	maintain	VERB
fuelectenerg-13343	313	32	summary	summary	NOUN
fuelectenerg-13343	313	33	quality	quality	NOUN
fuelectenerg-13343	313	34	.	.	PUNCT
fuelectenerg-13343	314	1	a	a	DET
fuelectenerg-13343	314	2	computer	computer	NOUN
fuelectenerg-13343	314	3	with	with	ADP
fuelectenerg-13343	314	4	an	an	DET
fuelectenerg-13343	314	5	intel	intel	PROPN
fuelectenerg-13343	314	6	(	(	PUNCT
fuelectenerg-13343	314	7	r	r	NOUN
fuelectenerg-13343	314	8	)	)	PUNCT
fuelectenerg-13343	314	9	core	core	NOUN
fuelectenerg-13343	314	10	(	(	PUNCT
fuelectenerg-13343	314	11	tm	tm	NOUN
fuelectenerg-13343	314	12	)	)	PUNCT
fuelectenerg-13343	314	13	i5	i5	NOUN
fuelectenerg-13343	314	14	4570s	4570	NOUN
fuelectenerg-13343	314	15	cpu	cpu	VERB
fuelectenerg-13343	314	16	running	run	VERB
fuelectenerg-13343	314	17	at	at	ADP
fuelectenerg-13343	314	18	2.90	2.90	NUM
fuelectenerg-13343	314	19	ghz	ghz	NOUN
fuelectenerg-13343	314	20	,	,	PUNCT
fuelectenerg-13343	314	21	8	8	NUM
fuelectenerg-13343	314	22	gb	gb	NOUN
fuelectenerg-13343	314	23	of	of	ADP
fuelectenerg-13343	314	24	ram	ram	NOUN
fuelectenerg-13343	314	25	,	,	PUNCT
fuelectenerg-13343	314	26	windows	window	VERB
fuelectenerg-13343	314	27	64	64	NUM
fuelectenerg-13343	314	28	-	-	PUNCT
fuelectenerg-13343	314	29	bit	bit	NOUN
fuelectenerg-13343	314	30	,	,	PUNCT
fuelectenerg-13343	314	31	and	and	CCONJ
fuelectenerg-13343	314	32	python	python	NOUN
fuelectenerg-13343	314	33	was	be	AUX
fuelectenerg-13343	314	34	used	use	VERB
fuelectenerg-13343	314	35	for	for	ADP
fuelectenerg-13343	314	36	the	the	DET
fuelectenerg-13343	314	37	experiments	experiment	NOUN
fuelectenerg-13343	314	38	.	.	PUNCT
fuelectenerg-13343	315	1	4.1	4.1	NUM
fuelectenerg-13343	315	2	.	.	PUNCT
fuelectenerg-13343	315	3	dataset	dataset	ADJ
fuelectenerg-13343	315	4	description	description	NOUN
fuelectenerg-13343	315	5	in	in	ADP
fuelectenerg-13343	315	6	order	order	NOUN
fuelectenerg-13343	315	7	to	to	PART
fuelectenerg-13343	315	8	evaluate	evaluate	VERB
fuelectenerg-13343	315	9	automated	automate	VERB
fuelectenerg-13343	315	10	text	text	NOUN
fuelectenerg-13343	315	11	summarizers	summarizer	NOUN
fuelectenerg-13343	315	12	,	,	PUNCT
fuelectenerg-13343	315	13	the	the	DET
fuelectenerg-13343	315	14	dataset	dataset	NOUN
fuelectenerg-13343	315	15	contains	contain	VERB
fuelectenerg-13343	315	16	a	a	DET
fuelectenerg-13343	315	17	variety	variety	NOUN
fuelectenerg-13343	315	18	of	of	ADP
fuelectenerg-13343	315	19	document	document	NOUN
fuelectenerg-13343	315	20	collections	collection	NOUN
fuelectenerg-13343	315	21	as	as	ADV
fuelectenerg-13343	315	22	well	well	ADV
fuelectenerg-13343	315	23	as	as	ADP
fuelectenerg-13343	315	24	human	human	NOUN
fuelectenerg-13343	315	25	-	-	PUNCT
fuelectenerg-13343	315	26	generated	generate	VERB
fuelectenerg-13343	315	27	summaries	summary	NOUN
fuelectenerg-13343	315	28	.	.	PUNCT
fuelectenerg-13343	316	1	each	each	DET
fuelectenerg-13343	316	2	dataset	dataset	NOUN
fuelectenerg-13343	316	3	contains	contain	VERB
fuelectenerg-13343	316	4	single	single	ADJ
fuelectenerg-13343	316	5	-	-	PUNCT
fuelectenerg-13343	316	6	document	document	NOUN
fuelectenerg-13343	316	7	summaries	summary	NOUN
fuelectenerg-13343	316	8	with	with	ADP
fuelectenerg-13343	316	9	varying	vary	VERB
fuelectenerg-13343	316	10	file	file	NOUN
fuelectenerg-13343	316	11	sets	set	NOUN
fuelectenerg-13343	316	12	(	(	PUNCT
fuelectenerg-13343	316	13	50	50	NUM
fuelectenerg-13343	316	14	,	,	PUNCT
fuelectenerg-13343	316	15	30	30	NUM
fuelectenerg-13343	316	16	,	,	PUNCT
fuelectenerg-13343	316	17	and	and	CCONJ
fuelectenerg-13343	316	18	50	50	NUM
fuelectenerg-13343	316	19	sets	set	NOUN
fuelectenerg-13343	316	20	,	,	PUNCT
fuelectenerg-13343	316	21	respectively	respectively	ADV
fuelectenerg-13343	316	22	)	)	PUNCT
fuelectenerg-13343	316	23	and	and	CCONJ
fuelectenerg-13343	316	24	differing	differ	VERB
fuelectenerg-13343	316	25	numbers	number	NOUN
fuelectenerg-13343	316	26	of	of	ADP
fuelectenerg-13343	316	27	files	file	NOUN
fuelectenerg-13343	316	28	per	per	ADP
fuelectenerg-13343	316	29	set	set	NOUN
fuelectenerg-13343	316	30	(	(	PUNCT
fuelectenerg-13343	316	31	12	12	NUM
fuelectenerg-13343	316	32	,	,	PUNCT
fuelectenerg-13343	316	33	20	20	NUM
fuelectenerg-13343	316	34	,	,	PUNCT
fuelectenerg-13343	316	35	and	and	CCONJ
fuelectenerg-13343	316	36	25	25	NUM
fuelectenerg-13343	316	37	)	)	PUNCT
fuelectenerg-13343	316	38	.	.	PUNCT
fuelectenerg-13343	317	1	the	the	DET
fuelectenerg-13343	317	2	type	type	NOUN
fuelectenerg-13343	317	3	of	of	ADP
fuelectenerg-13343	317	4	documents	document	NOUN
fuelectenerg-13343	317	5	ranges	range	VERB
fuelectenerg-13343	317	6	from	from	ADP
fuelectenerg-13343	317	7	human	human	NOUN
fuelectenerg-13343	317	8	-	-	PUNCT
fuelectenerg-13343	317	9	written	write	VERB
fuelectenerg-13343	317	10	queries	query	NOUN
fuelectenerg-13343	317	11	with	with	ADP
fuelectenerg-13343	317	12	summaries	summary	NOUN
fuelectenerg-13343	317	13	(	(	PUNCT
fuelectenerg-13343	317	14	duc	duc	PROPN
fuelectenerg-13343	317	15	2002	2002	NUM
fuelectenerg-13343	317	16	)	)	PUNCT
fuelectenerg-13343	317	17	,	,	PUNCT
fuelectenerg-13343	317	18	news	news	NOUN
fuelectenerg-13343	317	19	articles	article	NOUN
fuelectenerg-13343	317	20	with	with	ADP
fuelectenerg-13343	317	21	summaries	summary	NOUN
fuelectenerg-13343	317	22	(	(	PUNCT
fuelectenerg-13343	317	23	duc	duc	PROPN
fuelectenerg-13343	317	24	2003	2003	NUM
fuelectenerg-13343	317	25	)	)	PUNCT
fuelectenerg-13343	317	26	,	,	PUNCT
fuelectenerg-13343	317	27	to	to	ADP
fuelectenerg-13343	317	28	queries	query	NOUN
fuelectenerg-13343	317	29	with	with	ADP
fuelectenerg-13343	317	30	five	five	NUM
fuelectenerg-13343	317	31	reference	reference	NOUN
fuelectenerg-13343	317	32	summaries	summary	NOUN
fuelectenerg-13343	317	33	(	(	PUNCT
fuelectenerg-13343	317	34	duc	duc	PROPN
fuelectenerg-13343	317	35	2005	2005	NUM
fuelectenerg-13343	317	36	)	)	PUNCT
fuelectenerg-13343	317	37	.	.	PUNCT
fuelectenerg-13343	318	1	these	these	DET
fuelectenerg-13343	318	2	datasets	dataset	NOUN
fuelectenerg-13343	318	3	are	be	AUX
fuelectenerg-13343	318	4	sourced	source	VERB
fuelectenerg-13343	318	5	from	from	ADP
fuelectenerg-13343	318	6	duc.nist.gov	duc.nist.gov	NOUN
fuelectenerg-13343	318	7	or	or	CCONJ
fuelectenerg-13343	318	8	trec	trec	NOUN
fuelectenerg-13343	318	9	,	,	PUNCT
fuelectenerg-13343	318	10	with	with	ADP
fuelectenerg-13343	318	11	summaries	summary	NOUN
fuelectenerg-13343	318	12	containing	contain	VERB
fuelectenerg-13343	318	13	average	average	ADJ
fuelectenerg-13343	318	14	word	word	NOUN
fuelectenerg-13343	318	15	counts	count	NOUN
fuelectenerg-13343	318	16	of	of	ADP
fuelectenerg-13343	318	17	112	112	NUM
fuelectenerg-13343	318	18	,	,	PUNCT
fuelectenerg-13343	318	19	101	101	NUM
fuelectenerg-13343	318	20	,	,	PUNCT
fuelectenerg-13343	318	21	and	and	CCONJ
fuelectenerg-13343	318	22	109	109	NUM
fuelectenerg-13343	318	23	,	,	PUNCT
fuelectenerg-13343	318	24	respectively	respectively	ADV
fuelectenerg-13343	318	25	.	.	PUNCT
fuelectenerg-13343	319	1	4.2	4.2	NUM
fuelectenerg-13343	319	2	.	.	PUNCT
fuelectenerg-13343	319	3	evaluation	evaluation	NOUN
fuelectenerg-13343	319	4	metrics	metric	NOUN
fuelectenerg-13343	319	5	it	it	PRON
fuelectenerg-13343	319	6	has	have	AUX
fuelectenerg-13343	319	7	chosen	choose	VERB
fuelectenerg-13343	319	8	many	many	ADJ
fuelectenerg-13343	319	9	metrics	metric	NOUN
fuelectenerg-13343	319	10	to	to	PART
fuelectenerg-13343	319	11	gauge	gauge	VERB
fuelectenerg-13343	319	12	how	how	SCONJ
fuelectenerg-13343	319	13	well	well	ADV
fuelectenerg-13343	319	14	change	change	NOUN
fuelectenerg-13343	319	15	-	-	PUNCT
fuelectenerg-13343	319	16	proneness	proneness	NOUN
fuelectenerg-13343	319	17	prediction	prediction	NOUN
fuelectenerg-13343	319	18	models	model	NOUN
fuelectenerg-13343	319	19	are	be	AUX
fuelectenerg-13343	319	20	doing	do	VERB
fuelectenerg-13343	319	21	.	.	PUNCT
fuelectenerg-13343	320	1	they	they	PRON
fuelectenerg-13343	320	2	have	have	AUX
fuelectenerg-13343	320	3	selected	select	VERB
fuelectenerg-13343	320	4	such	such	ADJ
fuelectenerg-13343	320	5	as	as	ADP
fuelectenerg-13343	320	6	rouge	rouge	NOUN
fuelectenerg-13343	320	7	score	score	NOUN
fuelectenerg-13343	320	8	,	,	PUNCT
fuelectenerg-13343	320	9	bleu	bleu	NOUN
fuelectenerg-13343	320	10	score	score	NOUN
fuelectenerg-13343	320	11	,	,	PUNCT
fuelectenerg-13343	320	12	precision	precision	NOUN
fuelectenerg-13343	320	13	,	,	PUNCT
fuelectenerg-13343	320	14	recall	recall	NOUN
fuelectenerg-13343	320	15	,	,	PUNCT
fuelectenerg-13343	320	16	and	and	CCONJ
fuelectenerg-13343	320	17	f	f	X
fuelectenerg-13343	320	18	-	-	PUNCT
fuelectenerg-13343	320	19	score	score	NOUN
fuelectenerg-13343	320	20	.	.	PUNCT
fuelectenerg-13343	321	1	the	the	DET
fuelectenerg-13343	321	2	study	study	NOUN
fuelectenerg-13343	321	3	compares	compare	VERB
fuelectenerg-13343	321	4	the	the	DET
fuelectenerg-13343	321	5	performance	performance	NOUN
fuelectenerg-13343	321	6	of	of	ADP
fuelectenerg-13343	321	7	the	the	DET
fuelectenerg-13343	321	8	coa	coa	NOUN
fuelectenerg-13343	321	9	with	with	ADP
fuelectenerg-13343	321	10	existing	exist	VERB
fuelectenerg-13343	321	11	state	state	NOUN
fuelectenerg-13343	321	12	-	-	PUNCT
fuelectenerg-13343	321	13	of	of	ADP
fuelectenerg-13343	321	14	-	-	PUNCT
fuelectenerg-13343	321	15	the	the	DET
fuelectenerg-13343	321	16	-	-	PUNCT
fuelectenerg-13343	321	17	art	art	NOUN
fuelectenerg-13343	321	18	optimization	optimization	NOUN
fuelectenerg-13343	321	19	algorithms	algorithm	NOUN
fuelectenerg-13343	321	20	such	such	ADJ
fuelectenerg-13343	321	21	as	as	ADP
fuelectenerg-13343	321	22	pso	pso	NOUN
fuelectenerg-13343	321	23	[	[	X
fuelectenerg-13343	321	24	29	29	NUM
fuelectenerg-13343	321	25	]	]	PUNCT
fuelectenerg-13343	321	26	,	,	PUNCT
fuelectenerg-13343	321	27	cso	cso	PROPN
fuelectenerg-13343	321	28	,	,	PUNCT
fuelectenerg-13343	321	29	gwo	gwo	PROPN
fuelectenerg-13343	321	30	[	[	X
fuelectenerg-13343	321	31	30	30	NUM
fuelectenerg-13343	321	32	]	]	PUNCT
fuelectenerg-13343	321	33	,	,	PUNCT
fuelectenerg-13343	321	34	quick	quick	ADJ
fuelectenerg-13343	321	35	artificial	artificial	ADJ
fuelectenerg-13343	321	36	bee	bee	NOUN
fuelectenerg-13343	321	37	colony	colony	NOUN
fuelectenerg-13343	321	38	optimization	optimization	NOUN
fuelectenerg-13343	321	39	algorithm	algorithm	NOUN
fuelectenerg-13343	321	40	(	(	PUNCT
fuelectenerg-13343	321	41	qabc	qabc	PROPN
fuelectenerg-13343	321	42	)	)	PUNCT
fuelectenerg-13343	322	1	[	[	X
fuelectenerg-13343	322	2	31	31	NUM
fuelectenerg-13343	322	3	]	]	PUNCT
fuelectenerg-13343	322	4	,	,	PUNCT
fuelectenerg-13343	322	5	modified	modify	VERB
fuelectenerg-13343	322	6	cat	cat	NOUN
fuelectenerg-13343	322	7	swarm	swarm	NOUN
fuelectenerg-13343	322	8	optimization	optimization	NOUN
fuelectenerg-13343	322	9	algorithm	algorithm	NOUN
fuelectenerg-13343	322	10	(	(	PUNCT
fuelectenerg-13343	322	11	mcso	mcso	PROPN
fuelectenerg-13343	322	12	)	)	PUNCT
fuelectenerg-13343	322	13	,	,	PUNCT
fuelectenerg-13343	322	14	greedy	greedy	ADJ
fuelectenerg-13343	322	15	local	local	ADJ
fuelectenerg-13343	322	16	optimizer	optimizer	NOUN
fuelectenerg-13343	322	17	(	(	PUNCT
fuelectenerg-13343	322	18	glo	glo	NOUN
fuelectenerg-13343	322	19	)	)	PUNCT
fuelectenerg-13343	323	1	[	[	X
fuelectenerg-13343	323	2	32	32	NUM
fuelectenerg-13343	323	3	]	]	PUNCT
fuelectenerg-13343	323	4	.	.	PUNCT
fuelectenerg-13343	324	1	546	546	NUM
fuelectenerg-13343	324	2	j.	j.	PROPN
fuelectenerg-13343	324	3	rautaray	rautaray	PROPN
fuelectenerg-13343	324	4	,	,	PUNCT
fuelectenerg-13343	324	5	s.	s.	PROPN
fuelectenerg-13343	324	6	panigrahi	panigrahi	PROPN
fuelectenerg-13343	324	7	,	,	PUNCT
fuelectenerg-13343	324	8	a.	a.	PROPN
fuelectenerg-13343	324	9	k.	k.	PROPN
fuelectenerg-13343	324	10	nayak	nayak	PROPN
fuelectenerg-13343	324	11	recall	recall	PROPN
fuelectenerg-13343	324	12	recall	recall	PROPN
fuelectenerg-13343	324	13	is	be	AUX
fuelectenerg-13343	324	14	a	a	DET
fuelectenerg-13343	324	15	performance	performance	NOUN
fuelectenerg-13343	324	16	indicator	indicator	NOUN
fuelectenerg-13343	324	17	that	that	PRON
fuelectenerg-13343	324	18	quantifies	quantify	VERB
fuelectenerg-13343	324	19	the	the	DET
fuelectenerg-13343	324	20	percentage	percentage	NOUN
fuelectenerg-13343	324	21	of	of	ADP
fuelectenerg-13343	324	22	pertinent	pertinent	ADJ
fuelectenerg-13343	324	23	information	information	NOUN
fuelectenerg-13343	324	24	that	that	PRON
fuelectenerg-13343	324	25	is	be	AUX
fuelectenerg-13343	324	26	successfully	successfully	ADV
fuelectenerg-13343	324	27	extracted	extract	VERB
fuelectenerg-13343	324	28	from	from	ADP
fuelectenerg-13343	324	29	the	the	DET
fuelectenerg-13343	324	30	source	source	NOUN
fuelectenerg-13343	324	31	text	text	NOUN
fuelectenerg-13343	324	32	in	in	ADP
fuelectenerg-13343	324	33	machine	machine	NOUN
fuelectenerg-13343	324	34	learning	learning	NOUN
fuelectenerg-13343	324	35	tasks	task	NOUN
fuelectenerg-13343	324	36	such	such	ADJ
fuelectenerg-13343	324	37	as	as	ADP
fuelectenerg-13343	324	38	text	text	NOUN
fuelectenerg-13343	324	39	summarization	summarization	NOUN
fuelectenerg-13343	324	40	.	.	PUNCT
fuelectenerg-13343	325	1	it	it	PRON
fuelectenerg-13343	325	2	is	be	AUX
fuelectenerg-13343	325	3	computed	compute	VERB
fuelectenerg-13343	325	4	as	as	SCONJ
fuelectenerg-13343	325	5	follows	follow	VERB
fuelectenerg-13343	325	6	equation	equation	NOUN
fuelectenerg-13343	325	7	(	(	PUNCT
fuelectenerg-13343	325	8	15	15	NUM
fuelectenerg-13343	325	9	):	):	PUNCT
fuelectenerg-13343	325	10	tp	tp	PART
fuelectenerg-13343	325	11	recall	recall	VERB
fuelectenerg-13343	325	12	tp	tp	ADP
fuelectenerg-13343	325	13	fn	fn	NOUN
fuelectenerg-13343	325	14	=	=	PUNCT
fuelectenerg-13343	326	1	+	+	CCONJ
fuelectenerg-13343	326	2	(	(	PUNCT
fuelectenerg-13343	326	3	15	15	NUM
fuelectenerg-13343	326	4	)	)	PUNCT
fuelectenerg-13343	326	5	precision	precision	NOUN
fuelectenerg-13343	326	6	a	a	DET
fuelectenerg-13343	326	7	performance	performance	NOUN
fuelectenerg-13343	326	8	parameter	parameter	NOUN
fuelectenerg-13343	326	9	called	call	VERB
fuelectenerg-13343	326	10	precision	precision	NOUN
fuelectenerg-13343	326	11	is	be	AUX
fuelectenerg-13343	326	12	used	use	VERB
fuelectenerg-13343	326	13	to	to	PART
fuelectenerg-13343	326	14	assess	assess	VERB
fuelectenerg-13343	326	15	how	how	SCONJ
fuelectenerg-13343	326	16	accurately	accurately	ADV
fuelectenerg-13343	326	17	information	information	NOUN
fuelectenerg-13343	326	18	is	be	AUX
fuelectenerg-13343	326	19	obtained	obtain	VERB
fuelectenerg-13343	326	20	in	in	ADP
fuelectenerg-13343	326	21	machine	machine	NOUN
fuelectenerg-13343	326	22	learning	learning	NOUN
fuelectenerg-13343	326	23	activities	activity	NOUN
fuelectenerg-13343	326	24	such	such	ADJ
fuelectenerg-13343	326	25	as	as	ADP
fuelectenerg-13343	326	26	text	text	NOUN
fuelectenerg-13343	326	27	summarization	summarization	NOUN
fuelectenerg-13343	326	28	.	.	PUNCT
fuelectenerg-13343	327	1	it	it	PRON
fuelectenerg-13343	327	2	is	be	AUX
fuelectenerg-13343	327	3	computed	compute	VERB
fuelectenerg-13343	327	4	as	as	SCONJ
fuelectenerg-13343	327	5	follows	follow	VERB
fuelectenerg-13343	327	6	equation	equation	NOUN
fuelectenerg-13343	327	7	(	(	PUNCT
fuelectenerg-13343	327	8	16	16	NUM
fuelectenerg-13343	327	9	):	):	PUNCT
fuelectenerg-13343	327	10	tp	tp	PART
fuelectenerg-13343	327	11	precision	precision	NOUN
fuelectenerg-13343	327	12	tp	tp	ADP
fuelectenerg-13343	327	13	fp	fp	PROPN
fuelectenerg-13343	327	14	=	=	PUNCT
fuelectenerg-13343	328	1	+	+	CCONJ
fuelectenerg-13343	328	2	(	(	PUNCT
fuelectenerg-13343	328	3	16	16	NUM
fuelectenerg-13343	328	4	)	)	PUNCT
fuelectenerg-13343	328	5	f1	f1	NOUN
fuelectenerg-13343	328	6	-	-	PUNCT
fuelectenerg-13343	328	7	score	score	NOUN
fuelectenerg-13343	328	8	a	a	DET
fuelectenerg-13343	328	9	statistic	statistic	NOUN
fuelectenerg-13343	328	10	called	call	VERB
fuelectenerg-13343	328	11	the	the	DET
fuelectenerg-13343	328	12	f1	f1	NOUN
fuelectenerg-13343	328	13	-	-	PUNCT
fuelectenerg-13343	328	14	score	score	NOUN
fuelectenerg-13343	328	15	is	be	AUX
fuelectenerg-13343	328	16	used	use	VERB
fuelectenerg-13343	328	17	to	to	PART
fuelectenerg-13343	328	18	assess	assess	VERB
fuelectenerg-13343	328	19	how	how	SCONJ
fuelectenerg-13343	328	20	well	well	ADV
fuelectenerg-13343	328	21	a	a	DET
fuelectenerg-13343	328	22	summarization	summarization	NOUN
fuelectenerg-13343	328	23	model	model	NOUN
fuelectenerg-13343	328	24	balances	balance	NOUN
fuelectenerg-13343	328	25	recall	recall	VERB
fuelectenerg-13343	328	26	and	and	CCONJ
fuelectenerg-13343	328	27	accuracy	accuracy	NOUN
fuelectenerg-13343	328	28	.	.	PUNCT
fuelectenerg-13343	329	1	the	the	DET
fuelectenerg-13343	329	2	f1	f1	ADJ
fuelectenerg-13343	329	3	-	-	PUNCT
fuelectenerg-13343	329	4	score	score	NOUN
fuelectenerg-13343	329	5	assigns	assign	NOUN
fuelectenerg-13343	329	6	equal	equal	ADJ
fuelectenerg-13343	329	7	weight	weight	NOUN
fuelectenerg-13343	329	8	to	to	ADP
fuelectenerg-13343	329	9	accuracy	accuracy	NOUN
fuelectenerg-13343	329	10	and	and	CCONJ
fuelectenerg-13343	329	11	recall	recall	NOUN
fuelectenerg-13343	329	12	by	by	ADP
fuelectenerg-13343	329	13	taking	take	VERB
fuelectenerg-13343	329	14	the	the	DET
fuelectenerg-13343	329	15	harmonic	harmonic	ADJ
fuelectenerg-13343	329	16	mean	mean	NOUN
fuelectenerg-13343	329	17	of	of	ADP
fuelectenerg-13343	329	18	these	these	DET
fuelectenerg-13343	329	19	two	two	NUM
fuelectenerg-13343	329	20	criteria	criterion	NOUN
fuelectenerg-13343	329	21	.	.	PUNCT
fuelectenerg-13343	330	1	it	it	PRON
fuelectenerg-13343	330	2	is	be	AUX
fuelectenerg-13343	330	3	computed	compute	VERB
fuelectenerg-13343	330	4	as	as	SCONJ
fuelectenerg-13343	330	5	follows	follow	VERB
fuelectenerg-13343	330	6	equation	equation	NOUN
fuelectenerg-13343	330	7	(	(	PUNCT
fuelectenerg-13343	330	8	17	17	NUM
fuelectenerg-13343	330	9	):	):	SYM
fuelectenerg-13343	330	10	2	2	NUM
fuelectenerg-13343	330	11	1	1	NUM
fuelectenerg-13343	330	12	2	2	NUM
fuelectenerg-13343	330	13	tp	tp	NOUN
fuelectenerg-13343	330	14	f	f	PROPN
fuelectenerg-13343	330	15	score	score	NOUN
fuelectenerg-13343	330	16	tp	tp	ADP
fuelectenerg-13343	330	17	fp	fp	INTJ
fuelectenerg-13343	330	18	fn	fn	NOUN
fuelectenerg-13343	330	19	−	−	PROPN
fuelectenerg-13343	331	1	=	=	PUNCT
fuelectenerg-13343	332	1	+	+	PUNCT
fuelectenerg-13343	332	2	+	+	CCONJ
fuelectenerg-13343	332	3	(	(	PUNCT
fuelectenerg-13343	332	4	17	17	NUM
fuelectenerg-13343	332	5	)	)	PUNCT
fuelectenerg-13343	332	6	tp	tp	NOUN
fuelectenerg-13343	332	7	signifies	signify	VERB
fuelectenerg-13343	332	8	the	the	DET
fuelectenerg-13343	332	9	true	true	ADJ
fuelectenerg-13343	332	10	positive	positive	ADJ
fuelectenerg-13343	332	11	,	,	PUNCT
fuelectenerg-13343	332	12	fp	fp	INTJ
fuelectenerg-13343	332	13	the	the	DET
fuelectenerg-13343	332	14	false	false	ADJ
fuelectenerg-13343	332	15	positive	positive	NOUN
fuelectenerg-13343	332	16	,	,	PUNCT
fuelectenerg-13343	332	17	tn	tn	VERB
fuelectenerg-13343	332	18	the	the	DET
fuelectenerg-13343	332	19	true	true	ADJ
fuelectenerg-13343	332	20	negative	negative	ADJ
fuelectenerg-13343	332	21	,	,	PUNCT
fuelectenerg-13343	332	22	and	and	CCONJ
fuelectenerg-13343	332	23	fn	fn	VERB
fuelectenerg-13343	332	24	the	the	DET
fuelectenerg-13343	332	25	false	false	ADJ
fuelectenerg-13343	332	26	negative	negative	ADJ
fuelectenerg-13343	332	27	.	.	PUNCT
fuelectenerg-13343	333	1	rouge	rouge	NOUN
fuelectenerg-13343	333	2	rouge	rouge	PROPN
fuelectenerg-13343	333	3	(	(	PUNCT
fuelectenerg-13343	333	4	recall	recall	NOUN
fuelectenerg-13343	333	5	-	-	PUNCT
fuelectenerg-13343	333	6	oriented	orient	VERB
fuelectenerg-13343	333	7	understudy	understudy	NOUN
fuelectenerg-13343	333	8	for	for	ADP
fuelectenerg-13343	333	9	gisting	giste	VERB
fuelectenerg-13343	333	10	evaluation	evaluation	NOUN
fuelectenerg-13343	333	11	)	)	PUNCT
fuelectenerg-13343	333	12	ratings	rating	NOUN
fuelectenerg-13343	333	13	were	be	AUX
fuelectenerg-13343	333	14	first	first	ADV
fuelectenerg-13343	333	15	introduced	introduce	VERB
fuelectenerg-13343	333	16	and	and	CCONJ
fuelectenerg-13343	333	17	have	have	AUX
fuelectenerg-13343	333	18	subsequently	subsequently	ADV
fuelectenerg-13343	333	19	become	become	VERB
fuelectenerg-13343	333	20	widely	widely	ADV
fuelectenerg-13343	333	21	recognized	recognize	VERB
fuelectenerg-13343	333	22	measures	measure	NOUN
fuelectenerg-13343	333	23	for	for	ADP
fuelectenerg-13343	333	24	assessing	assess	VERB
fuelectenerg-13343	333	25	text	text	NOUN
fuelectenerg-13343	333	26	summarization	summarization	NOUN
fuelectenerg-13343	333	27	systems	system	NOUN
fuelectenerg-13343	333	28	.	.	PUNCT
fuelectenerg-13343	334	1	the	the	DET
fuelectenerg-13343	334	2	degree	degree	NOUN
fuelectenerg-13343	334	3	of	of	ADP
fuelectenerg-13343	334	4	overlap	overlap	NOUN
fuelectenerg-13343	334	5	between	between	ADP
fuelectenerg-13343	334	6	machine	machine	NOUN
fuelectenerg-13343	334	7	-	-	PUNCT
fuelectenerg-13343	334	8	generated	generate	VERB
fuelectenerg-13343	334	9	and	and	CCONJ
fuelectenerg-13343	334	10	humanwritten	humanwritten	VERB
fuelectenerg-13343	334	11	summaries	summary	NOUN
fuelectenerg-13343	334	12	is	be	AUX
fuelectenerg-13343	334	13	used	use	VERB
fuelectenerg-13343	334	14	to	to	PART
fuelectenerg-13343	334	15	measure	measure	VERB
fuelectenerg-13343	334	16	summarization	summarization	NOUN
fuelectenerg-13343	334	17	quality	quality	NOUN
fuelectenerg-13343	334	18	in	in	ADP
fuelectenerg-13343	334	19	equation	equation	NOUN
fuelectenerg-13343	334	20	(	(	PUNCT
fuelectenerg-13343	334	21	18	18	NUM
fuelectenerg-13343	334	22	)	)	PUNCT
fuelectenerg-13343	334	23	.	.	PUNCT
fuelectenerg-13343	335	1	(	(	PUNCT
fuelectenerg-13343	335	2	)	)	PUNCT
fuelectenerg-13343	335	3	(	(	PUNCT
fuelectenerg-13343	335	4	)	)	PUNCT
fuelectenerg-13343	335	5	(	(	PUNCT
fuelectenerg-13343	335	6	)	)	PUNCT
fuelectenerg-13343	335	7	j	j	PROPN
fuelectenerg-13343	336	1	i	i	PRON
fuelectenerg-13343	336	2	match	match	VERB
fuelectenerg-13343	337	1	n	n	ADV
fuelectenerg-13343	337	2	gram	gram	NOUN
fuelectenerg-13343	337	3	v	v	NOUN
fuelectenerg-13343	337	4	v	v	NOUN
fuelectenerg-13343	337	5	s	s	NOUN
fuelectenerg-13343	337	6	refsummarizes	refsummarize	NOUN
fuelectenerg-13343	337	7	n	n	ADP
fuelectenerg-13343	337	8	grams	gram	NOUN
fuelectenerg-13343	337	9	scount	scount	PROPN
fuelectenerg-13343	337	10	rouge	rouge	PROPN
fuelectenerg-13343	337	11	s	s	PART
fuelectenerg-13343	337	12	refsummarizes	refsummarize	VERB
fuelectenerg-13343	337	13	n	n	PRON
fuelectenerg-13343	337	14	grams	gram	NOUN
fuelectenerg-13343	337	15	s	s	PART
fuelectenerg-13343	337	16	count	count	NOUN
fuelectenerg-13343	337	17	n	n	CCONJ
fuelectenerg-13343	337	18	gram	gram	NOUN
fuelectenerg-13343	337	19	−	−	PROPN
fuelectenerg-13343	337	20			PROPN
fuelectenerg-13343	337	21			NOUN
fuelectenerg-13343	337	22	−	−	PROPN
fuelectenerg-13343	337	23			PROPN
fuelectenerg-13343	337	24	=	=	PUNCT
fuelectenerg-13343	337	25			PROPN
fuelectenerg-13343	337	26	−	−	PROPN
fuelectenerg-13343	337	27			NOUN
fuelectenerg-13343	337	28	−	−	X
fuelectenerg-13343	337	29			X
fuelectenerg-13343	337	30			X
fuelectenerg-13343	337	31			X
fuelectenerg-13343	337	32			X
fuelectenerg-13343	337	33			X
fuelectenerg-13343	337	34	(	(	PUNCT
fuelectenerg-13343	337	35	18	18	NUM
fuelectenerg-13343	337	36	)	)	PUNCT
fuelectenerg-13343	337	37	bleu	bleu	NOUN
fuelectenerg-13343	337	38	the	the	DET
fuelectenerg-13343	337	39	produced	produce	VERB
fuelectenerg-13343	337	40	summary	summary	NOUN
fuelectenerg-13343	337	41	's	's	PART
fuelectenerg-13343	337	42	word	word	NOUN
fuelectenerg-13343	337	43	count	count	NOUN
fuelectenerg-13343	337	44	is	be	AUX
fuelectenerg-13343	337	45	measured	measure	VERB
fuelectenerg-13343	337	46	by	by	ADP
fuelectenerg-13343	337	47	bleu	bleu	NOUN
fuelectenerg-13343	337	48	(	(	PUNCT
fuelectenerg-13343	337	49	bilingual	bilingual	ADJ
fuelectenerg-13343	337	50	evaluation	evaluation	NOUN
fuelectenerg-13343	337	51	understudy	understudy	NOUN
fuelectenerg-13343	337	52	)	)	PUNCT
fuelectenerg-13343	337	53	in	in	ADP
fuelectenerg-13343	337	54	comparison	comparison	NOUN
fuelectenerg-13343	337	55	to	to	ADP
fuelectenerg-13343	337	56	a	a	DET
fuelectenerg-13343	337	57	reference	reference	NOUN
fuelectenerg-13343	337	58	summary	summary	NOUN
fuelectenerg-13343	337	59	in	in	ADP
fuelectenerg-13343	337	60	equation	equation	NOUN
fuelectenerg-13343	337	61	(	(	PUNCT
fuelectenerg-13343	337	62	19	19	NUM
fuelectenerg-13343	337	63	)	)	PUNCT
fuelectenerg-13343	337	64	,	,	PUNCT
fuelectenerg-13343	337	65	(	(	PUNCT
fuelectenerg-13343	337	66	20	20	NUM
fuelectenerg-13343	337	67	)	)	PUNCT
fuelectenerg-13343	337	68	,	,	PUNCT
fuelectenerg-13343	337	69	(	(	PUNCT
fuelectenerg-13343	337	70	)	)	PUNCT
fuelectenerg-13343	337	71	1	1	NUM
fuelectenerg-13343	337	72	exp	exp	NOUN
fuelectenerg-13343	337	73	log	log	NOUN
fuelectenerg-13343	337	74	n	n	CCONJ
fuelectenerg-13343	337	75	n	n	CCONJ
fuelectenerg-13343	337	76	nn	nn	PROPN
fuelectenerg-13343	337	77	blue	blue	PROPN
fuelectenerg-13343	337	78	bp	bp	PROPN
fuelectenerg-13343	338	1	w	w	PROPN
fuelectenerg-13343	338	2	p	p	X
fuelectenerg-13343	338	3	−	−	PROPN
fuelectenerg-13343	338	4	=	=	SYM
fuelectenerg-13343	338	5			PROPN
fuelectenerg-13343	338	6			X
fuelectenerg-13343	338	7	(	(	PUNCT
fuelectenerg-13343	338	8	19	19	NUM
fuelectenerg-13343	338	9	)	)	SYM
fuelectenerg-13343	338	10	1	1	NUM
fuelectenerg-13343	338	11	1	1	NUM
fuelectenerg-13343	338	12	r	r	NOUN
fuelectenerg-13343	338	13	c	c	NOUN
fuelectenerg-13343	338	14	if	if	SCONJ
fuelectenerg-13343	338	15	c	c	PROPN
fuelectenerg-13343	338	16	r	r	NOUN
fuelectenerg-13343	338	17	bp	bp	PROPN
fuelectenerg-13343	338	18	e	e	NOUN
fuelectenerg-13343	338	19	if	if	SCONJ
fuelectenerg-13343	338	20	c	c	PROPN
fuelectenerg-13343	338	21	r	r	NOUN
fuelectenerg-13343	338	22	−	−	PROPN
fuelectenerg-13343	338	23			NOUN
fuelectenerg-13343	338	24			NUM
fuelectenerg-13343	338	25	=	=	SYM
fuelectenerg-13343	338	26			NUM
fuelectenerg-13343	338	27			NUM
fuelectenerg-13343	338	28			NUM
fuelectenerg-13343	338	29	(	(	PUNCT
fuelectenerg-13343	338	30	20	20	NUM
fuelectenerg-13343	338	31	)	)	PUNCT
fuelectenerg-13343	338	32	improving	improve	VERB
fuelectenerg-13343	338	33	extractive	extractive	ADJ
fuelectenerg-13343	338	34	text	text	NOUN
fuelectenerg-13343	338	35	summarization	summarization	NOUN
fuelectenerg-13343	338	36	via	via	ADP
fuelectenerg-13343	338	37	efficient	efficient	ADJ
fuelectenerg-13343	338	38	coati	coati	PROPN
fuelectenerg-13343	338	39	algorithm	algorithm	NOUN
fuelectenerg-13343	338	40	for	for	ADP
fuelectenerg-13343	338	41	single	single	ADJ
fuelectenerg-13343	338	42	document	document	NOUN
fuelectenerg-13343	338	43	547	547	NUM
fuelectenerg-13343	338	44	figure	figure	NOUN
fuelectenerg-13343	338	45	4(a	4(a	NUM
fuelectenerg-13343	338	46	)	)	PUNCT
fuelectenerg-13343	338	47	presents	present	VERB
fuelectenerg-13343	338	48	rouge	rouge	NOUN
fuelectenerg-13343	338	49	scores	score	NOUN
fuelectenerg-13343	338	50	across	across	ADP
fuelectenerg-13343	338	51	three	three	NUM
fuelectenerg-13343	338	52	metrics	metric	NOUN
fuelectenerg-13343	338	53	—	—	PUNCT
fuelectenerg-13343	338	54	f	f	X
fuelectenerg-13343	338	55	-	-	PUNCT
fuelectenerg-13343	338	56	measure	measure	NOUN
fuelectenerg-13343	338	57	,	,	PUNCT
fuelectenerg-13343	338	58	precision	precision	NOUN
fuelectenerg-13343	338	59	,	,	PUNCT
fuelectenerg-13343	338	60	and	and	CCONJ
fuelectenerg-13343	338	61	recall	recall	NOUN
fuelectenerg-13343	338	62	—	—	PUNCT
fuelectenerg-13343	338	63	highlighting	highlight	VERB
fuelectenerg-13343	338	64	performance	performance	NOUN
fuelectenerg-13343	338	65	for	for	ADP
fuelectenerg-13343	338	66	rouge-1	rouge-1	PROPN
fuelectenerg-13343	338	67	,	,	PUNCT
fuelectenerg-13343	338	68	rouge-2	rouge-2	PROPN
fuelectenerg-13343	338	69	,	,	PUNCT
fuelectenerg-13343	338	70	and	and	CCONJ
fuelectenerg-13343	338	71	rouge	rouge	NOUN
fuelectenerg-13343	338	72	-	-	PUNCT
fuelectenerg-13343	338	73	l.	l.	NOUN
fuelectenerg-13343	338	74	in	in	ADP
fuelectenerg-13343	338	75	the	the	DET
fuelectenerg-13343	338	76	chart	chart	NOUN
fuelectenerg-13343	338	77	,	,	PUNCT
fuelectenerg-13343	338	78	f	f	X
fuelectenerg-13343	338	79	-	-	PUNCT
fuelectenerg-13343	338	80	measure	measure	NOUN
fuelectenerg-13343	338	81	is	be	AUX
fuelectenerg-13343	338	82	represented	represent	VERB
fuelectenerg-13343	338	83	in	in	ADP
fuelectenerg-13343	338	84	blue	blue	ADJ
fuelectenerg-13343	338	85	,	,	PUNCT
fuelectenerg-13343	338	86	recall	recall	VERB
fuelectenerg-13343	338	87	in	in	ADP
fuelectenerg-13343	338	88	green	green	ADJ
fuelectenerg-13343	338	89	,	,	PUNCT
fuelectenerg-13343	338	90	and	and	CCONJ
fuelectenerg-13343	338	91	precision	precision	NOUN
fuelectenerg-13343	338	92	in	in	ADP
fuelectenerg-13343	338	93	red	red	PROPN
fuelectenerg-13343	338	94	.	.	PUNCT
fuelectenerg-13343	339	1	the	the	DET
fuelectenerg-13343	339	2	outcomes	outcome	NOUN
fuelectenerg-13343	339	3	unequivocally	unequivocally	ADV
fuelectenerg-13343	339	4	show	show	VERB
fuelectenerg-13343	339	5	how	how	SCONJ
fuelectenerg-13343	339	6	effective	effective	ADJ
fuelectenerg-13343	339	7	the	the	DET
fuelectenerg-13343	339	8	suggested	suggest	VERB
fuelectenerg-13343	339	9	method	method	NOUN
fuelectenerg-13343	339	10	is	be	AUX
fuelectenerg-13343	339	11	in	in	ADP
fuelectenerg-13343	339	12	comparison	comparison	NOUN
fuelectenerg-13343	339	13	to	to	ADP
fuelectenerg-13343	339	14	alternative	alternative	ADJ
fuelectenerg-13343	339	15	strategies	strategy	NOUN
fuelectenerg-13343	339	16	.	.	PUNCT
fuelectenerg-13343	340	1	the	the	DET
fuelectenerg-13343	340	2	performance	performance	NOUN
fuelectenerg-13343	340	3	metrics	metric	NOUN
fuelectenerg-13343	340	4	of	of	ADP
fuelectenerg-13343	340	5	several	several	ADJ
fuelectenerg-13343	340	6	methods	method	NOUN
fuelectenerg-13343	340	7	on	on	ADP
fuelectenerg-13343	340	8	the	the	DET
fuelectenerg-13343	340	9	singledocument	singledocument	NOUN
fuelectenerg-13343	340	10	2002	2002	NUM
fuelectenerg-13343	340	11	dataset	dataset	NOUN
fuelectenerg-13343	340	12	are	be	AUX
fuelectenerg-13343	340	13	shown	show	VERB
fuelectenerg-13343	340	14	in	in	ADP
fuelectenerg-13343	340	15	figure	figure	NOUN
fuelectenerg-13343	340	16	4(b	4(b	NUM
fuelectenerg-13343	340	17	)	)	PUNCT
fuelectenerg-13343	340	18	.	.	PUNCT
fuelectenerg-13343	341	1	the	the	DET
fuelectenerg-13343	341	2	suggested	suggest	VERB
fuelectenerg-13343	341	3	method	method	NOUN
fuelectenerg-13343	341	4	performs	perform	VERB
fuelectenerg-13343	341	5	better	well	ADJ
fuelectenerg-13343	341	6	than	than	ADP
fuelectenerg-13343	341	7	the	the	DET
fuelectenerg-13343	341	8	others	other	NOUN
fuelectenerg-13343	341	9	,	,	PUNCT
fuelectenerg-13343	341	10	especially	especially	ADV
fuelectenerg-13343	341	11	when	when	SCONJ
fuelectenerg-13343	341	12	considering	consider	VERB
fuelectenerg-13343	341	13	the	the	DET
fuelectenerg-13343	341	14	f1	f1	NOUN
fuelectenerg-13343	341	15	-	-	PUNCT
fuelectenerg-13343	341	16	score	score	NOUN
fuelectenerg-13343	341	17	of	of	ADP
fuelectenerg-13343	341	18	0.51	0.51	NUM
fuelectenerg-13343	341	19	.	.	PUNCT
fuelectenerg-13343	342	1	all	all	DET
fuelectenerg-13343	342	2	metrics	metric	NOUN
fuelectenerg-13343	342	3	show	show	VERB
fuelectenerg-13343	342	4	that	that	SCONJ
fuelectenerg-13343	342	5	the	the	DET
fuelectenerg-13343	342	6	pso	pso	NOUN
fuelectenerg-13343	342	7	and	and	CCONJ
fuelectenerg-13343	342	8	gwo	gwo	PROPN
fuelectenerg-13343	342	9	techniques	technique	NOUN
fuelectenerg-13343	342	10	perform	perform	VERB
fuelectenerg-13343	342	11	poorly	poorly	ADV
fuelectenerg-13343	342	12	.	.	PUNCT
fuelectenerg-13343	343	1	overall	overall	ADV
fuelectenerg-13343	343	2	,	,	PUNCT
fuelectenerg-13343	343	3	the	the	DET
fuelectenerg-13343	343	4	proposed	propose	VERB
fuelectenerg-13343	343	5	approach	approach	NOUN
fuelectenerg-13343	343	6	proves	prove	VERB
fuelectenerg-13343	343	7	to	to	PART
fuelectenerg-13343	343	8	be	be	AUX
fuelectenerg-13343	343	9	more	more	ADV
fuelectenerg-13343	343	10	effective	effective	ADJ
fuelectenerg-13343	343	11	than	than	ADP
fuelectenerg-13343	343	12	the	the	DET
fuelectenerg-13343	343	13	other	other	ADJ
fuelectenerg-13343	343	14	methods	method	NOUN
fuelectenerg-13343	343	15	evaluated	evaluate	VERB
fuelectenerg-13343	343	16	.	.	PUNCT
fuelectenerg-13343	344	1	fig	fig	NOUN
fuelectenerg-13343	344	2	.	.	PUNCT
fuelectenerg-13343	345	1	4	4	NUM
fuelectenerg-13343	345	2	single	single	ADJ
fuelectenerg-13343	345	3	-	-	PUNCT
fuelectenerg-13343	345	4	document	document	NOUN
fuelectenerg-13343	345	5	duc	duc	X
fuelectenerg-13343	345	6	2002	2002	NUM
fuelectenerg-13343	345	7	dataset(a	dataset(a	PROPN
fuelectenerg-13343	345	8	):	):	PUNCT
fuelectenerg-13343	345	9	rouge-1	rouge-1	PROPN
fuelectenerg-13343	345	10	,	,	PUNCT
fuelectenerg-13343	345	11	rouge-2	rouge-2	PROPN
fuelectenerg-13343	345	12	,	,	PUNCT
fuelectenerg-13343	345	13	rouge	rouge	ADJ
fuelectenerg-13343	345	14	-	-	PUNCT
fuelectenerg-13343	345	15	l	l	NOUN
fuelectenerg-13343	345	16	results	result	NOUN
fuelectenerg-13343	345	17	and	and	CCONJ
fuelectenerg-13343	345	18	(	(	PUNCT
fuelectenerg-13343	345	19	b	b	NOUN
fuelectenerg-13343	345	20	)	)	PUNCT
fuelectenerg-13343	345	21	evaluation	evaluation	NOUN
fuelectenerg-13343	345	22	metrics	metric	NOUN
fuelectenerg-13343	345	23	of	of	ADP
fuelectenerg-13343	345	24	proposed	propose	VERB
fuelectenerg-13343	345	25	work	work	NOUN
fuelectenerg-13343	345	26	with	with	ADP
fuelectenerg-13343	345	27	current	current	ADJ
fuelectenerg-13343	345	28	techniques	technique	NOUN
fuelectenerg-13343	345	29	rouge-1	rouge-1	PROPN
fuelectenerg-13343	345	30	,	,	PUNCT
fuelectenerg-13343	345	31	rouge-2	rouge-2	PROPN
fuelectenerg-13343	345	32	,	,	PUNCT
fuelectenerg-13343	345	33	and	and	CCONJ
fuelectenerg-13343	345	34	rouge	rouge	ADJ
fuelectenerg-13343	345	35	-	-	PUNCT
fuelectenerg-13343	345	36	l	l	NOUN
fuelectenerg-13343	345	37	scores	score	NOUN
fuelectenerg-13343	345	38	for	for	ADP
fuelectenerg-13343	345	39	various	various	ADJ
fuelectenerg-13343	345	40	techniques	technique	NOUN
fuelectenerg-13343	345	41	on	on	ADP
fuelectenerg-13343	345	42	the	the	DET
fuelectenerg-13343	345	43	singledocument	singledocument	NOUN
fuelectenerg-13343	345	44	2003	2003	NUM
fuelectenerg-13343	345	45	dataset	dataset	NOUN
fuelectenerg-13343	345	46	are	be	AUX
fuelectenerg-13343	345	47	shown	show	VERB
fuelectenerg-13343	345	48	in	in	ADP
fuelectenerg-13343	345	49	figure	figure	NOUN
fuelectenerg-13343	345	50	5(a	5(a	NUM
fuelectenerg-13343	345	51	)	)	PUNCT
fuelectenerg-13343	345	52	.	.	PUNCT
fuelectenerg-13343	346	1	fig	fig	NOUN
fuelectenerg-13343	346	2	.	.	PUNCT
fuelectenerg-13343	347	1	5	5	NUM
fuelectenerg-13343	347	2	single	single	ADJ
fuelectenerg-13343	347	3	-	-	PUNCT
fuelectenerg-13343	347	4	document	document	NOUN
fuelectenerg-13343	347	5	duc	duc	PROPN
fuelectenerg-13343	347	6	2003	2003	NUM
fuelectenerg-13343	347	7	dataset	dataset	NOUN
fuelectenerg-13343	347	8	(	(	PUNCT
fuelectenerg-13343	347	9	a	a	X
fuelectenerg-13343	347	10	):	):	PUNCT
fuelectenerg-13343	347	11	comparison	comparison	NOUN
fuelectenerg-13343	347	12	of	of	ADP
fuelectenerg-13343	347	13	proposed	propose	VERB
fuelectenerg-13343	347	14	approach	approach	NOUN
fuelectenerg-13343	347	15	with	with	ADP
fuelectenerg-13343	347	16	existing	exist	VERB
fuelectenerg-13343	347	17	methods	method	NOUN
fuelectenerg-13343	347	18	using	use	VERB
fuelectenerg-13343	347	19	rouge-1	rouge-1	PROPN
fuelectenerg-13343	347	20	,	,	PUNCT
fuelectenerg-13343	347	21	rouge-2	rouge-2	PROPN
fuelectenerg-13343	347	22	,	,	PUNCT
fuelectenerg-13343	347	23	rouge	rouge	ADJ
fuelectenerg-13343	347	24	-	-	PUNCT
fuelectenerg-13343	347	25	l	l	NOUN
fuelectenerg-13343	347	26	metrics	metric	NOUN
fuelectenerg-13343	347	27	(	(	PUNCT
fuelectenerg-13343	347	28	b	b	NOUN
fuelectenerg-13343	347	29	):	):	PUNCT
fuelectenerg-13343	347	30	analysis	analysis	NOUN
fuelectenerg-13343	347	31	of	of	ADP
fuelectenerg-13343	347	32	performance	performance	NOUN
fuelectenerg-13343	347	33	metrics	metric	NOUN
fuelectenerg-13343	347	34	for	for	ADP
fuelectenerg-13343	347	35	proposed	propose	VERB
fuelectenerg-13343	347	36	work	work	NOUN
fuelectenerg-13343	347	37	and	and	CCONJ
fuelectenerg-13343	347	38	existing	exist	VERB
fuelectenerg-13343	347	39	methods	method	NOUN
fuelectenerg-13343	347	40	.	.	PUNCT
fuelectenerg-13343	348	1	548	548	NUM
fuelectenerg-13343	348	2	j.	j.	PROPN
fuelectenerg-13343	348	3	rautaray	rautaray	PROPN
fuelectenerg-13343	348	4	,	,	PUNCT
fuelectenerg-13343	348	5	s.	s.	PROPN
fuelectenerg-13343	348	6	panigrahi	panigrahi	PROPN
fuelectenerg-13343	348	7	,	,	PUNCT
fuelectenerg-13343	348	8	a.	a.	PROPN
fuelectenerg-13343	348	9	k.	k.	PROPN
fuelectenerg-13343	348	10	nayak	nayak	PROPN
fuelectenerg-13343	348	11	in	in	ADP
fuelectenerg-13343	348	12	all	all	DET
fuelectenerg-13343	348	13	measures	measure	NOUN
fuelectenerg-13343	348	14	,	,	PUNCT
fuelectenerg-13343	348	15	the	the	DET
fuelectenerg-13343	348	16	suggested	suggest	VERB
fuelectenerg-13343	348	17	technique	technique	NOUN
fuelectenerg-13343	348	18	excels	excel	NOUN
fuelectenerg-13343	348	19	,	,	PUNCT
fuelectenerg-13343	348	20	especially	especially	ADV
fuelectenerg-13343	348	21	in	in	ADP
fuelectenerg-13343	348	22	rouge-1	rouge-1	PROPN
fuelectenerg-13343	348	23	.	.	PUNCT
fuelectenerg-13343	349	1	the	the	DET
fuelectenerg-13343	349	2	proposed	propose	VERB
fuelectenerg-13343	349	3	methodology	methodology	NOUN
fuelectenerg-13343	349	4	outperforms	outperform	VERB
fuelectenerg-13343	349	5	pso	pso	NOUN
fuelectenerg-13343	349	6	and	and	CCONJ
fuelectenerg-13343	349	7	cso	cso	PROPN
fuelectenerg-13343	349	8	in	in	ADP
fuelectenerg-13343	349	9	recall	recall	NOUN
fuelectenerg-13343	349	10	and	and	CCONJ
fuelectenerg-13343	349	11	f	f	NOUN
fuelectenerg-13343	349	12	-	-	PUNCT
fuelectenerg-13343	349	13	measure	measure	NOUN
fuelectenerg-13343	349	14	,	,	PUNCT
fuelectenerg-13343	349	15	demonstrating	demonstrate	VERB
fuelectenerg-13343	349	16	its	its	PRON
fuelectenerg-13343	349	17	efficacy	efficacy	NOUN
fuelectenerg-13343	349	18	.	.	PUNCT
fuelectenerg-13343	350	1	figure	figure	NOUN
fuelectenerg-13343	350	2	5(b	5(b	NUM
fuelectenerg-13343	350	3	)	)	PUNCT
fuelectenerg-13343	350	4	compares	compare	VERB
fuelectenerg-13343	350	5	performance	performance	NOUN
fuelectenerg-13343	350	6	metrics	metric	NOUN
fuelectenerg-13343	350	7	like	like	ADP
fuelectenerg-13343	350	8	bleu	bleu	NOUN
fuelectenerg-13343	350	9	score	score	NOUN
fuelectenerg-13343	350	10	,	,	PUNCT
fuelectenerg-13343	350	11	precision	precision	NOUN
fuelectenerg-13343	350	12	,	,	PUNCT
fuelectenerg-13343	350	13	recall	recall	NOUN
fuelectenerg-13343	350	14	,	,	PUNCT
fuelectenerg-13343	350	15	and	and	CCONJ
fuelectenerg-13343	350	16	f1	f1	NOUN
fuelectenerg-13343	350	17	-	-	PUNCT
fuelectenerg-13343	350	18	score	score	NOUN
fuelectenerg-13343	350	19	for	for	ADP
fuelectenerg-13343	350	20	the	the	DET
fuelectenerg-13343	350	21	same	same	ADJ
fuelectenerg-13343	350	22	dataset	dataset	NOUN
fuelectenerg-13343	350	23	.	.	PUNCT
fuelectenerg-13343	351	1	the	the	DET
fuelectenerg-13343	351	2	proposed	propose	VERB
fuelectenerg-13343	351	3	technique	technique	NOUN
fuelectenerg-13343	351	4	again	again	ADV
fuelectenerg-13343	351	5	beats	beat	VERB
fuelectenerg-13343	351	6	alternatives	alternative	NOUN
fuelectenerg-13343	351	7	with	with	ADP
fuelectenerg-13343	351	8	an	an	DET
fuelectenerg-13343	351	9	f1	f1	NOUN
fuelectenerg-13343	351	10	-	-	PUNCT
fuelectenerg-13343	351	11	score	score	NOUN
fuelectenerg-13343	351	12	of	of	ADP
fuelectenerg-13343	351	13	0.78	0.78	NUM
fuelectenerg-13343	351	14	.	.	PUNCT
fuelectenerg-13343	352	1	in	in	ADP
fuelectenerg-13343	352	2	comparison	comparison	NOUN
fuelectenerg-13343	352	3	,	,	PUNCT
fuelectenerg-13343	352	4	pso	pso	NOUN
fuelectenerg-13343	352	5	and	and	CCONJ
fuelectenerg-13343	352	6	gwo	gwo	PROPN
fuelectenerg-13343	352	7	lag	lag	NOUN
fuelectenerg-13343	352	8	in	in	ADP
fuelectenerg-13343	352	9	precision	precision	NOUN
fuelectenerg-13343	352	10	and	and	CCONJ
fuelectenerg-13343	352	11	recall	recall	NOUN
fuelectenerg-13343	352	12	.	.	PUNCT
fuelectenerg-13343	353	1	fig	fig	NOUN
fuelectenerg-13343	353	2	.	.	PUNCT
fuelectenerg-13343	354	1	6	6	NUM
fuelectenerg-13343	354	2	single	single	ADJ
fuelectenerg-13343	354	3	-	-	PUNCT
fuelectenerg-13343	354	4	document	document	NOUN
fuelectenerg-13343	354	5	duc	duc	PROPN
fuelectenerg-13343	354	6	2005	2005	NUM
fuelectenerg-13343	354	7	dataset	dataset	NOUN
fuelectenerg-13343	354	8	(	(	PUNCT
fuelectenerg-13343	354	9	a	a	NOUN
fuelectenerg-13343	354	10	):	):	PUNCT
fuelectenerg-13343	354	11	rouge-1	rouge-1	PROPN
fuelectenerg-13343	354	12	,	,	PUNCT
fuelectenerg-13343	354	13	rouge-2	rouge-2	PROPN
fuelectenerg-13343	354	14	,	,	PUNCT
fuelectenerg-13343	354	15	rouge	rouge	ADJ
fuelectenerg-13343	354	16	-	-	PUNCT
fuelectenerg-13343	354	17	l	l	NOUN
fuelectenerg-13343	354	18	scores	score	NOUN
fuelectenerg-13343	354	19	between	between	ADP
fuelectenerg-13343	354	20	the	the	DET
fuelectenerg-13343	354	21	proposed	propose	VERB
fuelectenerg-13343	354	22	approach	approach	NOUN
fuelectenerg-13343	354	23	and	and	CCONJ
fuelectenerg-13343	354	24	existing	exist	VERB
fuelectenerg-13343	354	25	methods	method	NOUN
fuelectenerg-13343	354	26	.	.	PUNCT
fuelectenerg-13343	355	1	(	(	PUNCT
fuelectenerg-13343	355	2	b	b	X
fuelectenerg-13343	355	3	)	)	PUNCT
fuelectenerg-13343	355	4	evaluation	evaluation	NOUN
fuelectenerg-13343	355	5	of	of	ADP
fuelectenerg-13343	355	6	performance	performance	NOUN
fuelectenerg-13343	355	7	metrics	metric	NOUN
fuelectenerg-13343	355	8	for	for	ADP
fuelectenerg-13343	355	9	the	the	DET
fuelectenerg-13343	355	10	proposed	propose	VERB
fuelectenerg-13343	355	11	method	method	NOUN
fuelectenerg-13343	355	12	compared	compare	VERB
fuelectenerg-13343	355	13	to	to	ADP
fuelectenerg-13343	355	14	existing	exist	VERB
fuelectenerg-13343	355	15	approaches	approach	NOUN
fuelectenerg-13343	355	16	.	.	PUNCT
fuelectenerg-13343	356	1	rouge-1	rouge-1	NOUN
fuelectenerg-13343	356	2	,	,	PUNCT
fuelectenerg-13343	356	3	rouge-2	rouge-2	PROPN
fuelectenerg-13343	356	4	,	,	PUNCT
fuelectenerg-13343	356	5	and	and	CCONJ
fuelectenerg-13343	356	6	rouge	rouge	ADJ
fuelectenerg-13343	356	7	-	-	PUNCT
fuelectenerg-13343	356	8	l	l	NOUN
fuelectenerg-13343	356	9	scores	score	NOUN
fuelectenerg-13343	356	10	for	for	ADP
fuelectenerg-13343	356	11	different	different	ADJ
fuelectenerg-13343	356	12	approaches	approach	NOUN
fuelectenerg-13343	356	13	on	on	ADP
fuelectenerg-13343	356	14	the	the	DET
fuelectenerg-13343	356	15	singledocument	singledocument	NOUN
fuelectenerg-13343	356	16	2005	2005	NUM
fuelectenerg-13343	356	17	dataset	dataset	NOUN
fuelectenerg-13343	356	18	are	be	AUX
fuelectenerg-13343	356	19	compared	compare	VERB
fuelectenerg-13343	356	20	in	in	ADP
fuelectenerg-13343	356	21	figure	figure	NOUN
fuelectenerg-13343	356	22	6(a	6(a	NUM
fuelectenerg-13343	356	23	)	)	PUNCT
fuelectenerg-13343	356	24	.	.	PUNCT
fuelectenerg-13343	357	1	the	the	DET
fuelectenerg-13343	357	2	approach	approach	NOUN
fuelectenerg-13343	357	3	with	with	ADP
fuelectenerg-13343	357	4	the	the	DET
fuelectenerg-13343	357	5	highest	high	ADJ
fuelectenerg-13343	357	6	scores	score	NOUN
fuelectenerg-13343	357	7	in	in	ADP
fuelectenerg-13343	357	8	all	all	DET
fuelectenerg-13343	357	9	criteria	criterion	NOUN
fuelectenerg-13343	357	10	excels	excel	NOUN
fuelectenerg-13343	357	11	in	in	ADP
fuelectenerg-13343	357	12	rouge-1	rouge-1	NOUN
fuelectenerg-13343	357	13	and	and	CCONJ
fuelectenerg-13343	357	14	rouge	rouge	PROPN
fuelectenerg-13343	357	15	-	-	PUNCT
fuelectenerg-13343	357	16	l.	l.	NOUN
fuelectenerg-13343	357	17	the	the	DET
fuelectenerg-13343	357	18	graph	graph	NOUN
fuelectenerg-13343	357	19	also	also	ADV
fuelectenerg-13343	357	20	shows	show	VERB
fuelectenerg-13343	357	21	precision	precision	NOUN
fuelectenerg-13343	357	22	,	,	PUNCT
fuelectenerg-13343	357	23	recall	recall	NOUN
fuelectenerg-13343	357	24	,	,	PUNCT
fuelectenerg-13343	357	25	and	and	CCONJ
fuelectenerg-13343	357	26	f	f	X
fuelectenerg-13343	357	27	-	-	PUNCT
fuelectenerg-13343	357	28	measure	measure	NOUN
fuelectenerg-13343	357	29	,	,	PUNCT
fuelectenerg-13343	357	30	proving	prove	VERB
fuelectenerg-13343	357	31	the	the	DET
fuelectenerg-13343	357	32	technique	technique	NOUN
fuelectenerg-13343	357	33	works	work	VERB
fuelectenerg-13343	357	34	.	.	PUNCT
fuelectenerg-13343	358	1	the	the	DET
fuelectenerg-13343	358	2	suggested	suggest	VERB
fuelectenerg-13343	358	3	algorithm	algorithm	NOUN
fuelectenerg-13343	358	4	outperforms	outperform	VERB
fuelectenerg-13343	358	5	pso	pso	NOUN
fuelectenerg-13343	358	6	and	and	CCONJ
fuelectenerg-13343	358	7	cso	cso	PROPN
fuelectenerg-13343	358	8	in	in	ADP
fuelectenerg-13343	358	9	recall	recall	NOUN
fuelectenerg-13343	358	10	and	and	CCONJ
fuelectenerg-13343	358	11	f	f	X
fuelectenerg-13343	358	12	-	-	PUNCT
fuelectenerg-13343	358	13	measure	measure	NOUN
fuelectenerg-13343	358	14	,	,	PUNCT
fuelectenerg-13343	358	15	proving	prove	VERB
fuelectenerg-13343	358	16	its	its	PRON
fuelectenerg-13343	358	17	superiority	superiority	NOUN
fuelectenerg-13343	358	18	.	.	PUNCT
fuelectenerg-13343	359	1	figure	figure	NOUN
fuelectenerg-13343	359	2	6(b	6(b	NUM
fuelectenerg-13343	359	3	)	)	PUNCT
fuelectenerg-13343	359	4	compares	compare	VERB
fuelectenerg-13343	359	5	bleu	bleu	NOUN
fuelectenerg-13343	359	6	,	,	PUNCT
fuelectenerg-13343	359	7	precision	precision	NOUN
fuelectenerg-13343	359	8	,	,	PUNCT
fuelectenerg-13343	359	9	recall	recall	NOUN
fuelectenerg-13343	359	10	,	,	PUNCT
fuelectenerg-13343	359	11	and	and	CCONJ
fuelectenerg-13343	359	12	f1	f1	NOUN
fuelectenerg-13343	359	13	-	-	PUNCT
fuelectenerg-13343	359	14	score	score	NOUN
fuelectenerg-13343	359	15	for	for	ADP
fuelectenerg-13343	359	16	the	the	DET
fuelectenerg-13343	359	17	same	same	ADJ
fuelectenerg-13343	359	18	dataset	dataset	NOUN
fuelectenerg-13343	359	19	.	.	PUNCT
fuelectenerg-13343	360	1	all	all	DET
fuelectenerg-13343	360	2	other	other	ADJ
fuelectenerg-13343	360	3	methods	method	NOUN
fuelectenerg-13343	360	4	fail	fail	VERB
fuelectenerg-13343	360	5	to	to	PART
fuelectenerg-13343	360	6	match	match	VERB
fuelectenerg-13343	360	7	the	the	DET
fuelectenerg-13343	360	8	proposed	propose	VERB
fuelectenerg-13343	360	9	method	method	NOUN
fuelectenerg-13343	360	10	's	's	PART
fuelectenerg-13343	360	11	0.92	0.92	NUM
fuelectenerg-13343	360	12	f1	f1	NOUN
fuelectenerg-13343	360	13	-	-	PUNCT
fuelectenerg-13343	360	14	score	score	NOUN
fuelectenerg-13343	360	15	.	.	PUNCT
fuelectenerg-13343	361	1	pso	pso	NOUN
fuelectenerg-13343	361	2	and	and	CCONJ
fuelectenerg-13343	361	3	gwo	gwo	PROPN
fuelectenerg-13343	361	4	score	score	NOUN
fuelectenerg-13343	361	5	lower	lower	ADV
fuelectenerg-13343	361	6	in	in	ADP
fuelectenerg-13343	361	7	bleu	bleu	NOUN
fuelectenerg-13343	361	8	and	and	CCONJ
fuelectenerg-13343	361	9	precision	precision	NOUN
fuelectenerg-13343	361	10	.	.	PUNCT
fuelectenerg-13343	362	1	table	table	NOUN
fuelectenerg-13343	362	2	2	2	NUM
fuelectenerg-13343	362	3	compares	compare	VERB
fuelectenerg-13343	362	4	the	the	DET
fuelectenerg-13343	362	5	suggested	suggested	ADJ
fuelectenerg-13343	362	6	model	model	NOUN
fuelectenerg-13343	362	7	's	's	PART
fuelectenerg-13343	362	8	performance	performance	NOUN
fuelectenerg-13343	362	9	in	in	ADP
fuelectenerg-13343	362	10	detail	detail	NOUN
fuelectenerg-13343	362	11	.	.	PUNCT
fuelectenerg-13343	363	1	table	table	NOUN
fuelectenerg-13343	363	2	2	2	NUM
fuelectenerg-13343	363	3	comparative	comparative	ADJ
fuelectenerg-13343	363	4	analysis	analysis	NOUN
fuelectenerg-13343	363	5	of	of	ADP
fuelectenerg-13343	363	6	the	the	DET
fuelectenerg-13343	363	7	proposed	propose	VERB
fuelectenerg-13343	363	8	model	model	NOUN
fuelectenerg-13343	363	9	dataset	dataset	PROPN
fuelectenerg-13343	363	10	→	→	PUNCT
fuelectenerg-13343	363	11	duc	duc	PROPN
fuelectenerg-13343	363	12	2002	2002	NUM
fuelectenerg-13343	363	13	duc	duc	PROPN
fuelectenerg-13343	363	14	2003	2003	NUM
fuelectenerg-13343	363	15	duc	duc	PROPN
fuelectenerg-13343	363	16	2005	2005	NUM
fuelectenerg-13343	363	17	techni	techni	PROPN
fuelectenerg-13343	363	18	ques	que	NOUN
fuelectenerg-13343	363	19	↓	↓	PROPN
fuelectenerg-13343	363	20	bleu	bleu	PROPN
fuelectenerg-13343	363	21	precision	precision	PROPN
fuelectenerg-13343	363	22	re	re	AUX
fuelectenerg-13343	363	23	call	call	VERB
fuelectenerg-13343	363	24	f1	f1	PROPN
fuelectenerg-13343	363	25	score	score	NOUN
fuelectenerg-13343	363	26	bleu	bleu	NOUN
fuelectenerg-13343	363	27	precision	precision	PROPN
fuelectenerg-13343	363	28	re	re	AUX
fuelectenerg-13343	363	29	call	call	VERB
fuelectenerg-13343	363	30	f1	f1	PROPN
fuelectenerg-13343	363	31	score	score	NOUN
fuelectenerg-13343	363	32	bleu	bleu	NOUN
fuelectenerg-13343	363	33	precision	precision	PROPN
fuelectenerg-13343	363	34	re	re	AUX
fuelectenerg-13343	363	35	call	call	VERB
fuelectenerg-13343	363	36	f1	f1	PROPN
fuelectenerg-13343	363	37	score	score	NOUN
fuelectenerg-13343	363	38	pso	pso	NOUN
fuelectenerg-13343	364	1	0.15	0.15	NUM
fuelectenerg-13343	364	2	0.27	0.27	NUM
fuelectenerg-13343	364	3	0.54	0.54	NUM
fuelectenerg-13343	364	4	0.42	0.42	NUM
fuelectenerg-13343	364	5	0.20	0.20	NUM
fuelectenerg-13343	364	6	0.28	0.28	NUM
fuelectenerg-13343	364	7	0.65	0.65	NUM
fuelectenerg-13343	364	8	0.42	0.42	NUM
fuelectenerg-13343	364	9	0.15	0.15	NUM
fuelectenerg-13343	364	10	0.27	0.27	NUM
fuelectenerg-13343	364	11	0.54	0.54	NUM
fuelectenerg-13343	364	12	0.42	0.42	NUM
fuelectenerg-13343	364	13	cso	cso	PROPN
fuelectenerg-13343	364	14	0.19	0.19	NUM
fuelectenerg-13343	364	15	0.28	0.28	NUM
fuelectenerg-13343	364	16	0.65	0.65	NUM
fuelectenerg-13343	364	17	0.40	0.40	NUM
fuelectenerg-13343	364	18	0.15	0.15	NUM
fuelectenerg-13343	364	19	0.29	0.29	NUM
fuelectenerg-13343	364	20	0.67	0.67	NUM
fuelectenerg-13343	364	21	0.42	0.42	NUM
fuelectenerg-13343	364	22	0.19	0.19	NUM
fuelectenerg-13343	364	23	0.28	0.28	NUM
fuelectenerg-13343	364	24	0.65	0.65	NUM
fuelectenerg-13343	364	25	0.40	0.40	NUM
fuelectenerg-13343	364	26	gwo	gwo	NOUN
fuelectenerg-13343	364	27	0.16	0.16	NUM
fuelectenerg-13343	364	28	0.25	0.25	NUM
fuelectenerg-13343	364	29	0.69	0.69	NUM
fuelectenerg-13343	364	30	0.39	0.39	NUM
fuelectenerg-13343	364	31	0.19	0.19	NUM
fuelectenerg-13343	364	32	0.23	0.23	NUM
fuelectenerg-13343	364	33	0.69	0.69	NUM
fuelectenerg-13343	364	34	0.39	0.39	NUM
fuelectenerg-13343	364	35	0.16	0.16	NUM
fuelectenerg-13343	364	36	0.25	0.25	NUM
fuelectenerg-13343	364	37	0.69	0.69	NUM
fuelectenerg-13343	364	38	0.19	0.19	NUM
fuelectenerg-13343	364	39	bco	bco	NOUN
fuelectenerg-13343	364	40	0.15	0.15	NUM
fuelectenerg-13343	364	41	0.27	0.27	NUM
fuelectenerg-13343	364	42	0.76	0.76	NUM
fuelectenerg-13343	364	43	0.43	0.43	NUM
fuelectenerg-13343	364	44	0.20	0.20	NUM
fuelectenerg-13343	364	45	0.25	0.25	NUM
fuelectenerg-13343	364	46	0.76	0.76	NUM
fuelectenerg-13343	364	47	0.42	0.42	NUM
fuelectenerg-13343	364	48	0.15	0.15	NUM
fuelectenerg-13343	364	49	0.27	0.27	NUM
fuelectenerg-13343	364	50	0.76	0.76	NUM
fuelectenerg-13343	364	51	0.43	0.43	NUM
fuelectenerg-13343	364	52	mcso	mcso	NOUN
fuelectenerg-13343	364	53	0.17	0.17	NUM
fuelectenerg-13343	364	54	0.24	0.24	NUM
fuelectenerg-13343	364	55	0.80	0.80	NUM
fuelectenerg-13343	364	56	0.38	0.38	NUM
fuelectenerg-13343	364	57	0.18	0.18	NUM
fuelectenerg-13343	364	58	0.24	0.24	NUM
fuelectenerg-13343	364	59	0.78	0.78	NUM
fuelectenerg-13343	364	60	0.39	0.39	NUM
fuelectenerg-13343	364	61	0.17	0.17	NUM
fuelectenerg-13343	364	62	0.24	0.24	NUM
fuelectenerg-13343	364	63	0.80	0.80	NUM
fuelectenerg-13343	364	64	0.38	0.38	NUM
fuelectenerg-13343	364	65	glo	glo	PROPN
fuelectenerg-13343	364	66	0.19	0.19	NUM
fuelectenerg-13343	364	67	0.26	0.26	NUM
fuelectenerg-13343	364	68	0.73	0.73	NUM
fuelectenerg-13343	364	69	0.41	0.41	NUM
fuelectenerg-13343	364	70	0.17	0.17	NUM
fuelectenerg-13343	364	71	0.28	0.28	NUM
fuelectenerg-13343	364	72	0.77	0.77	NUM
fuelectenerg-13343	364	73	0.41	0.41	NUM
fuelectenerg-13343	364	74	0.19	0.19	NUM
fuelectenerg-13343	364	75	0.26	0.26	NUM
fuelectenerg-13343	364	76	0.73	0.73	NUM
fuelectenerg-13343	364	77	0.41	0.41	NUM
fuelectenerg-13343	364	78	qabc	qabc	VERB
fuelectenerg-13343	364	79	0.16	0.16	NUM
fuelectenerg-13343	364	80	0.23	0.23	NUM
fuelectenerg-13343	364	81	0.74	0.74	NUM
fuelectenerg-13343	364	82	0.36	0.36	NUM
fuelectenerg-13343	364	83	0.16	0.16	NUM
fuelectenerg-13343	364	84	0.26	0.26	NUM
fuelectenerg-13343	364	85	0.72	0.72	NUM
fuelectenerg-13343	364	86	0.38	0.38	NUM
fuelectenerg-13343	364	87	0.21	0.21	NUM
fuelectenerg-13343	364	88	0.29	0.29	NUM
fuelectenerg-13343	364	89	0.71	0.71	NUM
fuelectenerg-13343	364	90	0.39	0.39	NUM
fuelectenerg-13343	364	91	proposed	propose	VERB
fuelectenerg-13343	364	92	0.29	0.29	NUM
fuelectenerg-13343	364	93	0.35	0.35	NUM
fuelectenerg-13343	364	94	0.92	0.92	NUM
fuelectenerg-13343	364	95	0.51	0.51	NUM
fuelectenerg-13343	364	96	0.22	0.22	NUM
fuelectenerg-13343	364	97	0.30	0.30	NUM
fuelectenerg-13343	364	98	0.78	0.78	NUM
fuelectenerg-13343	364	99	0.41	0.41	NUM
fuelectenerg-13343	364	100	0.26	0.26	NUM
fuelectenerg-13343	364	101	0.34	0.34	NUM
fuelectenerg-13343	364	102	0.91	0.91	NUM
fuelectenerg-13343	364	103	0.49	0.49	NUM
fuelectenerg-13343	364	104	the	the	DET
fuelectenerg-13343	364	105	proposed	propose	VERB
fuelectenerg-13343	364	106	approach	approach	NOUN
fuelectenerg-13343	364	107	is	be	AUX
fuelectenerg-13343	364	108	evaluated	evaluate	VERB
fuelectenerg-13343	364	109	against	against	ADP
fuelectenerg-13343	364	110	state	state	NOUN
fuelectenerg-13343	364	111	-	-	PUNCT
fuelectenerg-13343	364	112	of	of	ADP
fuelectenerg-13343	364	113	-	-	PUNCT
fuelectenerg-13343	364	114	the	the	DET
fuelectenerg-13343	364	115	-	-	PUNCT
fuelectenerg-13343	364	116	art	art	NOUN
fuelectenerg-13343	364	117	optimization	optimization	NOUN
fuelectenerg-13343	364	118	techniques	technique	NOUN
fuelectenerg-13343	364	119	,	,	PUNCT
fuelectenerg-13343	364	120	including	include	VERB
fuelectenerg-13343	364	121	pso	pso	NOUN
fuelectenerg-13343	364	122	,	,	PUNCT
fuelectenerg-13343	364	123	cso	cso	PROPN
fuelectenerg-13343	364	124	,	,	PUNCT
fuelectenerg-13343	364	125	gwo	gwo	PROPN
fuelectenerg-13343	364	126	,	,	PUNCT
fuelectenerg-13343	364	127	bco	bco	NOUN
fuelectenerg-13343	364	128	,	,	PUNCT
fuelectenerg-13343	364	129	mcso	mcso	PROPN
fuelectenerg-13343	364	130	,	,	PUNCT
fuelectenerg-13343	364	131	glo	glo	NOUN
fuelectenerg-13343	364	132	,	,	PUNCT
fuelectenerg-13343	364	133	and	and	CCONJ
fuelectenerg-13343	364	134	qabc	qabc	VERB
fuelectenerg-13343	364	135	,	,	PUNCT
fuelectenerg-13343	364	136	using	use	VERB
fuelectenerg-13343	364	137	the	the	DET
fuelectenerg-13343	364	138	duc	duc	PROPN
fuelectenerg-13343	364	139	2002	2002	NUM
fuelectenerg-13343	364	140	,	,	PUNCT
fuelectenerg-13343	364	141	2003	2003	NUM
fuelectenerg-13343	364	142	,	,	PUNCT
fuelectenerg-13343	364	143	and	and	CCONJ
fuelectenerg-13343	364	144	2005	2005	NUM
fuelectenerg-13343	364	145	datasets	dataset	NOUN
fuelectenerg-13343	364	146	.	.	PUNCT
fuelectenerg-13343	365	1	performance	performance	NOUN
fuelectenerg-13343	365	2	is	be	AUX
fuelectenerg-13343	365	3	assessed	assess	VERB
fuelectenerg-13343	365	4	based	base	VERB
fuelectenerg-13343	365	5	on	on	ADP
fuelectenerg-13343	365	6	bleu	bleu	NOUN
fuelectenerg-13343	365	7	,	,	PUNCT
fuelectenerg-13343	365	8	precision	precision	NOUN
fuelectenerg-13343	365	9	,	,	PUNCT
fuelectenerg-13343	365	10	recall	recall	NOUN
fuelectenerg-13343	365	11	,	,	PUNCT
fuelectenerg-13343	365	12	and	and	CCONJ
fuelectenerg-13343	365	13	f1	f1	PROPN
fuelectenerg-13343	365	14	score	score	NOUN
fuelectenerg-13343	365	15	.	.	PUNCT
fuelectenerg-13343	366	1	the	the	DET
fuelectenerg-13343	366	2	results	result	NOUN
fuelectenerg-13343	366	3	indicate	indicate	VERB
fuelectenerg-13343	366	4	that	that	SCONJ
fuelectenerg-13343	366	5	our	our	PRON
fuelectenerg-13343	366	6	method	method	NOUN
fuelectenerg-13343	366	7	surpasses	surpass	VERB
fuelectenerg-13343	366	8	existing	exist	VERB
fuelectenerg-13343	366	9	techniques	technique	NOUN
fuelectenerg-13343	366	10	,	,	PUNCT
fuelectenerg-13343	366	11	particularly	particularly	ADV
fuelectenerg-13343	366	12	improving	improve	VERB
fuelectenerg-13343	366	13	extractive	extractive	ADJ
fuelectenerg-13343	366	14	text	text	NOUN
fuelectenerg-13343	366	15	summarization	summarization	NOUN
fuelectenerg-13343	366	16	via	via	ADP
fuelectenerg-13343	366	17	efficient	efficient	ADJ
fuelectenerg-13343	366	18	coati	coati	PROPN
fuelectenerg-13343	366	19	algorithm	algorithm	NOUN
fuelectenerg-13343	366	20	for	for	ADP
fuelectenerg-13343	366	21	single	single	ADJ
fuelectenerg-13343	366	22	document	document	NOUN
fuelectenerg-13343	366	23	549	549	NUM
fuelectenerg-13343	366	24	in	in	ADP
fuelectenerg-13343	366	25	recall	recall	NOUN
fuelectenerg-13343	366	26	,	,	PUNCT
fuelectenerg-13343	366	27	achieving	achieve	VERB
fuelectenerg-13343	366	28	the	the	DET
fuelectenerg-13343	366	29	highest	high	ADJ
fuelectenerg-13343	366	30	values	value	NOUN
fuelectenerg-13343	366	31	across	across	ADP
fuelectenerg-13343	366	32	all	all	DET
fuelectenerg-13343	366	33	datasets—0.92	datasets—0.92	PROPN
fuelectenerg-13343	366	34	for	for	ADP
fuelectenerg-13343	366	35	duc	duc	PROPN
fuelectenerg-13343	366	36	2002	2002	NUM
fuelectenerg-13343	366	37	,	,	PUNCT
fuelectenerg-13343	366	38	0.78	0.78	NUM
fuelectenerg-13343	366	39	for	for	ADP
fuelectenerg-13343	366	40	duc	duc	PROPN
fuelectenerg-13343	366	41	2003	2003	NUM
fuelectenerg-13343	366	42	,	,	PUNCT
fuelectenerg-13343	366	43	and	and	CCONJ
fuelectenerg-13343	366	44	0.91	0.91	NUM
fuelectenerg-13343	366	45	for	for	ADP
fuelectenerg-13343	366	46	duc	duc	PROPN
fuelectenerg-13343	366	47	2005	2005	NUM
fuelectenerg-13343	366	48	—	—	PUNCT
fuelectenerg-13343	366	49	demonstrating	demonstrate	VERB
fuelectenerg-13343	366	50	its	its	PRON
fuelectenerg-13343	366	51	effectiveness	effectiveness	NOUN
fuelectenerg-13343	366	52	in	in	ADP
fuelectenerg-13343	366	53	preserving	preserve	VERB
fuelectenerg-13343	366	54	essential	essential	ADJ
fuelectenerg-13343	366	55	content	content	NOUN
fuelectenerg-13343	366	56	.	.	PUNCT
fuelectenerg-13343	367	1	additionally	additionally	ADV
fuelectenerg-13343	367	2	,	,	PUNCT
fuelectenerg-13343	367	3	it	it	PRON
fuelectenerg-13343	367	4	attains	attain	VERB
fuelectenerg-13343	367	5	the	the	DET
fuelectenerg-13343	367	6	highest	high	ADJ
fuelectenerg-13343	367	7	bleu	bleu	NOUN
fuelectenerg-13343	367	8	score	score	NOUN
fuelectenerg-13343	367	9	of	of	ADP
fuelectenerg-13343	367	10	0.29	0.29	NUM
fuelectenerg-13343	367	11	on	on	ADP
fuelectenerg-13343	367	12	duc	duc	PROPN
fuelectenerg-13343	367	13	2002	2002	NUM
fuelectenerg-13343	367	14	,	,	PUNCT
fuelectenerg-13343	367	15	outperforming	outperform	VERB
fuelectenerg-13343	367	16	alternative	alternative	ADJ
fuelectenerg-13343	367	17	methods	method	NOUN
fuelectenerg-13343	367	18	,	,	PUNCT
fuelectenerg-13343	367	19	which	which	PRON
fuelectenerg-13343	367	20	range	range	VERB
fuelectenerg-13343	367	21	between	between	ADP
fuelectenerg-13343	367	22	0.15	0.15	NUM
fuelectenerg-13343	367	23	and	and	CCONJ
fuelectenerg-13343	367	24	0.21	0.21	NUM
fuelectenerg-13343	367	25	.	.	PUNCT
fuelectenerg-13343	368	1	the	the	DET
fuelectenerg-13343	368	2	f1	f1	PROPN
fuelectenerg-13343	368	3	scores	score	NOUN
fuelectenerg-13343	368	4	are	be	AUX
fuelectenerg-13343	368	5	also	also	ADV
fuelectenerg-13343	368	6	among	among	ADP
fuelectenerg-13343	368	7	the	the	DET
fuelectenerg-13343	368	8	highest	high	ADJ
fuelectenerg-13343	368	9	,	,	PUNCT
fuelectenerg-13343	368	10	peaking	peak	VERB
fuelectenerg-13343	368	11	at	at	ADP
fuelectenerg-13343	368	12	0.51	0.51	NUM
fuelectenerg-13343	368	13	on	on	ADP
fuelectenerg-13343	368	14	duc	duc	PROPN
fuelectenerg-13343	368	15	2002	2002	NUM
fuelectenerg-13343	368	16	,	,	PUNCT
fuelectenerg-13343	368	17	reflecting	reflect	VERB
fuelectenerg-13343	368	18	a	a	DET
fuelectenerg-13343	368	19	well	well	ADV
fuelectenerg-13343	368	20	-	-	PUNCT
fuelectenerg-13343	368	21	balanced	balance	VERB
fuelectenerg-13343	368	22	trade	trade	NOUN
fuelectenerg-13343	368	23	-	-	PUNCT
fuelectenerg-13343	368	24	off	off	NOUN
fuelectenerg-13343	368	25	between	between	ADP
fuelectenerg-13343	368	26	precision	precision	NOUN
fuelectenerg-13343	368	27	and	and	CCONJ
fuelectenerg-13343	368	28	recall	recall	NOUN
fuelectenerg-13343	368	29	.	.	PUNCT
fuelectenerg-13343	369	1	however	however	ADV
fuelectenerg-13343	369	2	,	,	PUNCT
fuelectenerg-13343	369	3	while	while	SCONJ
fuelectenerg-13343	369	4	our	our	PRON
fuelectenerg-13343	369	5	approach	approach	NOUN
fuelectenerg-13343	369	6	excels	excel	VERB
fuelectenerg-13343	369	7	in	in	ADP
fuelectenerg-13343	369	8	recall	recall	NOUN
fuelectenerg-13343	369	9	and	and	CCONJ
fuelectenerg-13343	369	10	f1	f1	PROPN
fuelectenerg-13343	369	11	score	score	NOUN
fuelectenerg-13343	369	12	,	,	PUNCT
fuelectenerg-13343	369	13	methods	method	NOUN
fuelectenerg-13343	369	14	such	such	ADJ
fuelectenerg-13343	369	15	as	as	ADP
fuelectenerg-13343	369	16	cso	cso	PROPN
fuelectenerg-13343	369	17	and	and	CCONJ
fuelectenerg-13343	369	18	glo	glo	PROPN
fuelectenerg-13343	369	19	achieve	achieve	VERB
fuelectenerg-13343	369	20	slightly	slightly	ADV
fuelectenerg-13343	369	21	comparable	comparable	ADJ
fuelectenerg-13343	369	22	precision	precision	NOUN
fuelectenerg-13343	369	23	values	value	NOUN
fuelectenerg-13343	369	24	,	,	PUNCT
fuelectenerg-13343	369	25	particularly	particularly	ADV
fuelectenerg-13343	369	26	in	in	ADP
fuelectenerg-13343	369	27	duc	duc	PROPN
fuelectenerg-13343	369	28	2003	2003	NUM
fuelectenerg-13343	369	29	.	.	PUNCT
fuelectenerg-13343	370	1	this	this	PRON
fuelectenerg-13343	370	2	suggests	suggest	VERB
fuelectenerg-13343	370	3	that	that	SCONJ
fuelectenerg-13343	370	4	although	although	SCONJ
fuelectenerg-13343	370	5	our	our	PRON
fuelectenerg-13343	370	6	model	model	NOUN
fuelectenerg-13343	370	7	retrieves	retrieve	VERB
fuelectenerg-13343	370	8	a	a	DET
fuelectenerg-13343	370	9	larger	large	ADJ
fuelectenerg-13343	370	10	proportion	proportion	NOUN
fuelectenerg-13343	370	11	of	of	ADP
fuelectenerg-13343	370	12	relevant	relevant	ADJ
fuelectenerg-13343	370	13	sentences	sentence	NOUN
fuelectenerg-13343	370	14	,	,	PUNCT
fuelectenerg-13343	370	15	further	further	ADJ
fuelectenerg-13343	370	16	refinement	refinement	NOUN
fuelectenerg-13343	370	17	may	may	AUX
fuelectenerg-13343	370	18	help	help	VERB
fuelectenerg-13343	370	19	reduce	reduce	VERB
fuelectenerg-13343	370	20	redundancy	redundancy	NOUN
fuelectenerg-13343	370	21	.	.	PUNCT
fuelectenerg-13343	371	1	moreover	moreover	ADV
fuelectenerg-13343	371	2	,	,	PUNCT
fuelectenerg-13343	371	3	the	the	DET
fuelectenerg-13343	371	4	computational	computational	ADJ
fuelectenerg-13343	371	5	complexity	complexity	NOUN
fuelectenerg-13343	371	6	of	of	ADP
fuelectenerg-13343	371	7	coa	coa	NOUN
fuelectenerg-13343	371	8	warrants	warrant	NOUN
fuelectenerg-13343	371	9	further	further	ADJ
fuelectenerg-13343	371	10	investigation	investigation	NOUN
fuelectenerg-13343	371	11	compared	compare	VERB
fuelectenerg-13343	371	12	to	to	ADP
fuelectenerg-13343	371	13	other	other	ADJ
fuelectenerg-13343	371	14	optimization	optimization	NOUN
fuelectenerg-13343	371	15	techniques	technique	NOUN
fuelectenerg-13343	371	16	.	.	PUNCT
fuelectenerg-13343	372	1	despite	despite	SCONJ
fuelectenerg-13343	372	2	these	these	DET
fuelectenerg-13343	372	3	considerations	consideration	NOUN
fuelectenerg-13343	372	4	,	,	PUNCT
fuelectenerg-13343	372	5	the	the	DET
fuelectenerg-13343	372	6	findings	finding	NOUN
fuelectenerg-13343	372	7	confirm	confirm	VERB
fuelectenerg-13343	372	8	that	that	SCONJ
fuelectenerg-13343	372	9	the	the	DET
fuelectenerg-13343	372	10	proposed	propose	VERB
fuelectenerg-13343	372	11	method	method	NOUN
fuelectenerg-13343	372	12	significantly	significantly	ADV
fuelectenerg-13343	372	13	improves	improve	VERB
fuelectenerg-13343	372	14	summarization	summarization	NOUN
fuelectenerg-13343	372	15	performance	performance	NOUN
fuelectenerg-13343	372	16	,	,	PUNCT
fuelectenerg-13343	372	17	positioning	position	VERB
fuelectenerg-13343	372	18	it	it	PRON
fuelectenerg-13343	372	19	as	as	ADP
fuelectenerg-13343	372	20	a	a	DET
fuelectenerg-13343	372	21	competitive	competitive	ADJ
fuelectenerg-13343	372	22	alternative	alternative	NOUN
fuelectenerg-13343	372	23	to	to	ADP
fuelectenerg-13343	372	24	existing	exist	VERB
fuelectenerg-13343	372	25	stateof	stateof	ADJ
fuelectenerg-13343	372	26	-	-	PUNCT
fuelectenerg-13343	372	27	the	the	DET
fuelectenerg-13343	372	28	-	-	PUNCT
fuelectenerg-13343	372	29	art	art	NOUN
fuelectenerg-13343	372	30	approaches	approach	NOUN
fuelectenerg-13343	372	31	.	.	PUNCT
fuelectenerg-13343	373	1	5	5	X
fuelectenerg-13343	373	2	.	.	X
fuelectenerg-13343	373	3	conclusion	conclusion	VERB
fuelectenerg-13343	373	4	the	the	DET
fuelectenerg-13343	373	5	development	development	NOUN
fuelectenerg-13343	373	6	of	of	ADP
fuelectenerg-13343	373	7	automated	automate	VERB
fuelectenerg-13343	373	8	text	text	NOUN
fuelectenerg-13343	373	9	summarization	summarization	NOUN
fuelectenerg-13343	373	10	algorithms	algorithm	NOUN
fuelectenerg-13343	373	11	is	be	AUX
fuelectenerg-13343	373	12	crucial	crucial	ADJ
fuelectenerg-13343	373	13	for	for	ADP
fuelectenerg-13343	373	14	efficiently	efficiently	ADV
fuelectenerg-13343	373	15	extracting	extract	VERB
fuelectenerg-13343	373	16	key	key	ADJ
fuelectenerg-13343	373	17	information	information	NOUN
fuelectenerg-13343	373	18	from	from	ADP
fuelectenerg-13343	373	19	large	large	ADJ
fuelectenerg-13343	373	20	textual	textual	ADJ
fuelectenerg-13343	373	21	datasets	dataset	NOUN
fuelectenerg-13343	373	22	,	,	PUNCT
fuelectenerg-13343	373	23	addressing	address	VERB
fuelectenerg-13343	373	24	the	the	DET
fuelectenerg-13343	373	25	challenge	challenge	NOUN
fuelectenerg-13343	373	26	of	of	ADP
fuelectenerg-13343	373	27	information	information	NOUN
fuelectenerg-13343	373	28	overload	overload	NOUN
fuelectenerg-13343	373	29	in	in	ADP
fuelectenerg-13343	373	30	the	the	DET
fuelectenerg-13343	373	31	digital	digital	ADJ
fuelectenerg-13343	373	32	era	era	NOUN
fuelectenerg-13343	373	33	.	.	PUNCT
fuelectenerg-13343	374	1	this	this	DET
fuelectenerg-13343	374	2	study	study	NOUN
fuelectenerg-13343	374	3	introduces	introduce	VERB
fuelectenerg-13343	374	4	a	a	DET
fuelectenerg-13343	374	5	systematic	systematic	ADJ
fuelectenerg-13343	374	6	approach	approach	NOUN
fuelectenerg-13343	374	7	to	to	ADP
fuelectenerg-13343	374	8	single	single	ADJ
fuelectenerg-13343	374	9	-	-	PUNCT
fuelectenerg-13343	374	10	document	document	NOUN
fuelectenerg-13343	374	11	summarization	summarization	NOUN
fuelectenerg-13343	374	12	by	by	ADP
fuelectenerg-13343	374	13	transforming	transform	VERB
fuelectenerg-13343	374	14	words	word	NOUN
fuelectenerg-13343	374	15	into	into	ADP
fuelectenerg-13343	374	16	vector	vector	NOUN
fuelectenerg-13343	374	17	representations	representation	NOUN
fuelectenerg-13343	374	18	and	and	CCONJ
fuelectenerg-13343	374	19	leveraging	leverage	VERB
fuelectenerg-13343	374	20	tf	tf	PROPN
fuelectenerg-13343	374	21	-	-	PUNCT
fuelectenerg-13343	374	22	itf	itf	NOUN
fuelectenerg-13343	374	23	to	to	PART
fuelectenerg-13343	374	24	assess	assess	VERB
fuelectenerg-13343	374	25	sentence	sentence	NOUN
fuelectenerg-13343	374	26	importance	importance	NOUN
fuelectenerg-13343	374	27	.	.	PUNCT
fuelectenerg-13343	375	1	the	the	DET
fuelectenerg-13343	375	2	summarization	summarization	NOUN
fuelectenerg-13343	375	3	process	process	NOUN
fuelectenerg-13343	375	4	is	be	AUX
fuelectenerg-13343	375	5	further	far	ADV
fuelectenerg-13343	375	6	optimized	optimize	VERB
fuelectenerg-13343	375	7	using	use	VERB
fuelectenerg-13343	375	8	the	the	DET
fuelectenerg-13343	375	9	coati	coati	PROPN
fuelectenerg-13343	375	10	optimization	optimization	NOUN
fuelectenerg-13343	375	11	algorithm	algorithm	NOUN
fuelectenerg-13343	375	12	(	(	PUNCT
fuelectenerg-13343	375	13	coa	coa	NOUN
fuelectenerg-13343	375	14	)	)	PUNCT
fuelectenerg-13343	375	15	,	,	PUNCT
fuelectenerg-13343	375	16	which	which	DET
fuelectenerg-13343	375	17	fine	fine	ADJ
fuelectenerg-13343	375	18	-	-	PUNCT
fuelectenerg-13343	375	19	tunes	tune	NOUN
fuelectenerg-13343	375	20	hyperparameters	hyperparameter	NOUN
fuelectenerg-13343	375	21	to	to	PART
fuelectenerg-13343	375	22	enhance	enhance	VERB
fuelectenerg-13343	375	23	sentence	sentence	NOUN
fuelectenerg-13343	375	24	ranking	ranking	NOUN
fuelectenerg-13343	375	25	.	.	PUNCT
fuelectenerg-13343	376	1	experimental	experimental	ADJ
fuelectenerg-13343	376	2	results	result	NOUN
fuelectenerg-13343	376	3	on	on	ADP
fuelectenerg-13343	376	4	benchmark	benchmark	ADJ
fuelectenerg-13343	376	5	datasets	dataset	NOUN
fuelectenerg-13343	376	6	,	,	PUNCT
fuelectenerg-13343	376	7	including	include	VERB
fuelectenerg-13343	376	8	duc	duc	PROPN
fuelectenerg-13343	376	9	2002	2002	NUM
fuelectenerg-13343	376	10	,	,	PUNCT
fuelectenerg-13343	376	11	2003	2003	NUM
fuelectenerg-13343	376	12	,	,	PUNCT
fuelectenerg-13343	376	13	and	and	CCONJ
fuelectenerg-13343	376	14	2005	2005	NUM
fuelectenerg-13343	376	15	,	,	PUNCT
fuelectenerg-13343	376	16	demonstrate	demonstrate	VERB
fuelectenerg-13343	376	17	that	that	SCONJ
fuelectenerg-13343	376	18	the	the	DET
fuelectenerg-13343	376	19	coa	coa	NOUN
fuelectenerg-13343	376	20	-	-	PUNCT
fuelectenerg-13343	376	21	based	base	VERB
fuelectenerg-13343	376	22	approach	approach	NOUN
fuelectenerg-13343	376	23	outperforms	outperform	VERB
fuelectenerg-13343	376	24	state	state	NOUN
fuelectenerg-13343	376	25	-	-	PUNCT
fuelectenerg-13343	376	26	of	of	ADP
fuelectenerg-13343	376	27	-	-	PUNCT
fuelectenerg-13343	376	28	the	the	DET
fuelectenerg-13343	376	29	-	-	PUNCT
fuelectenerg-13343	376	30	art	art	NOUN
fuelectenerg-13343	376	31	optimization	optimization	NOUN
fuelectenerg-13343	376	32	techniques	technique	NOUN
fuelectenerg-13343	376	33	such	such	ADJ
fuelectenerg-13343	376	34	as	as	ADP
fuelectenerg-13343	376	35	pso	pso	NOUN
fuelectenerg-13343	376	36	,	,	PUNCT
fuelectenerg-13343	376	37	cso	cso	PROPN
fuelectenerg-13343	376	38	,	,	PUNCT
fuelectenerg-13343	376	39	gwo	gwo	PROPN
fuelectenerg-13343	376	40	,	,	PUNCT
fuelectenerg-13343	376	41	bco	bco	NOUN
fuelectenerg-13343	376	42	,	,	PUNCT
fuelectenerg-13343	376	43	qabc	qabc	PROPN
fuelectenerg-13343	376	44	,	,	PUNCT
fuelectenerg-13343	376	45	mcso	mcso	PROPN
fuelectenerg-13343	376	46	,	,	PUNCT
fuelectenerg-13343	376	47	and	and	CCONJ
fuelectenerg-13343	376	48	glo	glo	NOUN
fuelectenerg-13343	376	49	,	,	PUNCT
fuelectenerg-13343	376	50	achieving	achieve	VERB
fuelectenerg-13343	376	51	higher	high	ADJ
fuelectenerg-13343	376	52	recall	recall	NOUN
fuelectenerg-13343	376	53	and	and	CCONJ
fuelectenerg-13343	376	54	f	f	NOUN
fuelectenerg-13343	376	55	-	-	PUNCT
fuelectenerg-13343	376	56	score	score	NOUN
fuelectenerg-13343	376	57	values	value	NOUN
fuelectenerg-13343	376	58	.	.	PUNCT
fuelectenerg-13343	377	1	by	by	ADP
fuelectenerg-13343	377	2	effectively	effectively	ADV
fuelectenerg-13343	377	3	refining	refine	VERB
fuelectenerg-13343	377	4	sentence	sentence	NOUN
fuelectenerg-13343	377	5	selection	selection	NOUN
fuelectenerg-13343	377	6	and	and	CCONJ
fuelectenerg-13343	377	7	improving	improve	VERB
fuelectenerg-13343	377	8	vectorization	vectorization	NOUN
fuelectenerg-13343	377	9	,	,	PUNCT
fuelectenerg-13343	377	10	coa	coa	PROPN
fuelectenerg-13343	377	11	contributes	contribute	VERB
fuelectenerg-13343	377	12	to	to	ADP
fuelectenerg-13343	377	13	generating	generate	VERB
fuelectenerg-13343	377	14	more	more	ADV
fuelectenerg-13343	377	15	informative	informative	ADJ
fuelectenerg-13343	377	16	and	and	CCONJ
fuelectenerg-13343	377	17	coherent	coherent	ADJ
fuelectenerg-13343	377	18	summaries	summary	NOUN
fuelectenerg-13343	377	19	.	.	PUNCT
fuelectenerg-13343	378	1	the	the	DET
fuelectenerg-13343	378	2	key	key	ADJ
fuelectenerg-13343	378	3	contributions	contribution	NOUN
fuelectenerg-13343	378	4	of	of	ADP
fuelectenerg-13343	378	5	this	this	DET
fuelectenerg-13343	378	6	study	study	NOUN
fuelectenerg-13343	378	7	include	include	VERB
fuelectenerg-13343	378	8	the	the	DET
fuelectenerg-13343	378	9	integration	integration	NOUN
fuelectenerg-13343	378	10	of	of	ADP
fuelectenerg-13343	378	11	tf	tf	PROPN
fuelectenerg-13343	378	12	-	-	PUNCT
fuelectenerg-13343	378	13	itf	itf	NOUN
fuelectenerg-13343	378	14	with	with	ADP
fuelectenerg-13343	378	15	coa	coa	NOUN
fuelectenerg-13343	378	16	for	for	ADP
fuelectenerg-13343	378	17	enhanced	enhanced	ADJ
fuelectenerg-13343	378	18	sentence	sentence	NOUN
fuelectenerg-13343	378	19	ranking	ranking	NOUN
fuelectenerg-13343	378	20	,	,	PUNCT
fuelectenerg-13343	378	21	a	a	DET
fuelectenerg-13343	378	22	comprehensive	comprehensive	ADJ
fuelectenerg-13343	378	23	comparative	comparative	ADJ
fuelectenerg-13343	378	24	analysis	analysis	NOUN
fuelectenerg-13343	378	25	with	with	ADP
fuelectenerg-13343	378	26	multiple	multiple	ADJ
fuelectenerg-13343	378	27	optimization	optimization	NOUN
fuelectenerg-13343	378	28	techniques	technique	NOUN
fuelectenerg-13343	378	29	,	,	PUNCT
fuelectenerg-13343	378	30	and	and	CCONJ
fuelectenerg-13343	378	31	the	the	DET
fuelectenerg-13343	378	32	optimization	optimization	NOUN
fuelectenerg-13343	378	33	of	of	ADP
fuelectenerg-13343	378	34	hyperparameters	hyperparameter	NOUN
fuelectenerg-13343	378	35	to	to	PART
fuelectenerg-13343	378	36	improve	improve	VERB
fuelectenerg-13343	378	37	summarization	summarization	NOUN
fuelectenerg-13343	378	38	performance	performance	NOUN
fuelectenerg-13343	378	39	.	.	PUNCT
fuelectenerg-13343	379	1	future	future	ADJ
fuelectenerg-13343	379	2	work	work	NOUN
fuelectenerg-13343	379	3	will	will	AUX
fuelectenerg-13343	379	4	focus	focus	VERB
fuelectenerg-13343	379	5	on	on	ADP
fuelectenerg-13343	379	6	extending	extend	VERB
fuelectenerg-13343	379	7	this	this	DET
fuelectenerg-13343	379	8	approach	approach	NOUN
fuelectenerg-13343	379	9	to	to	ADP
fuelectenerg-13343	379	10	multi	multi	ADJ
fuelectenerg-13343	379	11	-	-	ADJ
fuelectenerg-13343	379	12	document	document	ADJ
fuelectenerg-13343	379	13	summarization	summarization	NOUN
fuelectenerg-13343	379	14	and	and	CCONJ
fuelectenerg-13343	379	15	exploring	explore	VERB
fuelectenerg-13343	379	16	deep	deep	ADJ
fuelectenerg-13343	379	17	learning	learning	NOUN
fuelectenerg-13343	379	18	-	-	PUNCT
fuelectenerg-13343	379	19	based	base	VERB
fuelectenerg-13343	379	20	hybrid	hybrid	NOUN
fuelectenerg-13343	379	21	models	model	NOUN
fuelectenerg-13343	379	22	to	to	PART
fuelectenerg-13343	379	23	further	far	ADV
fuelectenerg-13343	379	24	enhance	enhance	VERB
fuelectenerg-13343	379	25	summary	summary	NOUN
fuelectenerg-13343	379	26	quality	quality	NOUN
fuelectenerg-13343	379	27	.	.	PUNCT
fuelectenerg-13343	380	1	references	reference	NOUN
fuelectenerg-13343	380	2	[	[	X
fuelectenerg-13343	380	3	1	1	NUM
fuelectenerg-13343	380	4	]	]	PUNCT
fuelectenerg-13343	380	5	w.	w.	PROPN
fuelectenerg-13343	380	6	kryściński	kryściński	PROPN
fuelectenerg-13343	380	7	,	,	PUNCT
fuelectenerg-13343	380	8	n.	n.	PROPN
fuelectenerg-13343	380	9	s.	s.	PROPN
fuelectenerg-13343	380	10	keskar	keskar	PROPN
fuelectenerg-13343	380	11	,	,	PUNCT
fuelectenerg-13343	380	12	b.	b.	PROPN
fuelectenerg-13343	380	13	mccann	mccann	PROPN
fuelectenerg-13343	380	14	,	,	PUNCT
fuelectenerg-13343	380	15	c.	c.	PROPN
fuelectenerg-13343	380	16	xiong	xiong	PROPN
fuelectenerg-13343	380	17	and	and	CCONJ
fuelectenerg-13343	380	18	r.	r.	PROPN
fuelectenerg-13343	380	19	socher	socher	PROPN
fuelectenerg-13343	380	20	,	,	PUNCT
fuelectenerg-13343	380	21	"	"	PUNCT
fuelectenerg-13343	380	22	neural	neural	ADJ
fuelectenerg-13343	380	23	text	text	NOUN
fuelectenerg-13343	380	24	summarization	summarization	NOUN
fuelectenerg-13343	380	25	:	:	PUNCT
fuelectenerg-13343	380	26	a	a	DET
fuelectenerg-13343	380	27	critical	critical	ADJ
fuelectenerg-13343	380	28	evaluation	evaluation	NOUN
fuelectenerg-13343	380	29	"	"	PUNCT
fuelectenerg-13343	380	30	,	,	PUNCT
fuelectenerg-13343	380	31	arxiv	arxiv	PROPN
fuelectenerg-13343	380	32	preprint	preprint	NOUN
fuelectenerg-13343	380	33	,	,	PUNCT
fuelectenerg-13343	380	34	arxiv:1908.08960	arxiv:1908.08960	PROPN
fuelectenerg-13343	380	35	,	,	PUNCT
fuelectenerg-13343	380	36	2019	2019	NUM
fuelectenerg-13343	380	37	.	.	PUNCT
fuelectenerg-13343	381	1	[	[	X
fuelectenerg-13343	381	2	2	2	X
fuelectenerg-13343	381	3	]	]	PUNCT
fuelectenerg-13343	381	4	j.	j.	PROPN
fuelectenerg-13343	381	5	weston	weston	PROPN
fuelectenerg-13343	381	6	,	,	PUNCT
fuelectenerg-13343	381	7	"	"	PUNCT
fuelectenerg-13343	381	8	a	a	DET
fuelectenerg-13343	381	9	neural	neural	ADJ
fuelectenerg-13343	381	10	attention	attention	NOUN
fuelectenerg-13343	381	11	model	model	NOUN
fuelectenerg-13343	381	12	for	for	ADP
fuelectenerg-13343	381	13	abstractive	abstractive	ADJ
fuelectenerg-13343	381	14	sentence	sentence	NOUN
fuelectenerg-13343	381	15	summarization	summarization	NOUN
fuelectenerg-13343	381	16	"	"	PUNCT
fuelectenerg-13343	381	17	,	,	PUNCT
fuelectenerg-13343	381	18	arxiv	arxiv	PROPN
fuelectenerg-13343	381	19	preprint	preprint	NOUN
fuelectenerg-13343	381	20	,	,	PUNCT
fuelectenerg-13343	381	21	arxiv:1509.00685	arxiv:1509.00685	ADJ
fuelectenerg-13343	381	22	,	,	PUNCT
fuelectenerg-13343	381	23	2015	2015	NUM
fuelectenerg-13343	381	24	.	.	PUNCT
fuelectenerg-13343	382	1	[	[	X
fuelectenerg-13343	382	2	3	3	X
fuelectenerg-13343	382	3	]	]	PUNCT
fuelectenerg-13343	382	4	l.	l.	PROPN
fuelectenerg-13343	382	5	liu	liu	PROPN
fuelectenerg-13343	382	6	,	,	PUNCT
fuelectenerg-13343	382	7	y.	y.	PROPN
fuelectenerg-13343	382	8	lu	lu	PROPN
fuelectenerg-13343	382	9	,	,	PUNCT
fuelectenerg-13343	382	10	m.	m.	PROPN
fuelectenerg-13343	382	11	yang	yang	PROPN
fuelectenerg-13343	382	12	,	,	PUNCT
fuelectenerg-13343	382	13	q.	q.	PROPN
fuelectenerg-13343	382	14	qu	qu	PROPN
fuelectenerg-13343	382	15	,	,	PUNCT
fuelectenerg-13343	382	16	j.	j.	PROPN
fuelectenerg-13343	382	17	zhu	zhu	PROPN
fuelectenerg-13343	382	18	and	and	CCONJ
fuelectenerg-13343	382	19	h.	h.	PROPN
fuelectenerg-13343	382	20	li	li	PROPN
fuelectenerg-13343	382	21	,	,	PUNCT
fuelectenerg-13343	382	22	"	"	PUNCT
fuelectenerg-13343	382	23	generative	generative	ADJ
fuelectenerg-13343	382	24	adversarial	adversarial	ADJ
fuelectenerg-13343	382	25	network	network	NOUN
fuelectenerg-13343	382	26	for	for	ADP
fuelectenerg-13343	382	27	abstractive	abstractive	ADJ
fuelectenerg-13343	382	28	text	text	NOUN
fuelectenerg-13343	382	29	summarization	summarization	NOUN
fuelectenerg-13343	382	30	"	"	PUNCT
fuelectenerg-13343	382	31	,	,	PUNCT
fuelectenerg-13343	382	32	in	in	ADP
fuelectenerg-13343	382	33	proceedings	proceeding	NOUN
fuelectenerg-13343	382	34	of	of	ADP
fuelectenerg-13343	382	35	the	the	DET
fuelectenerg-13343	382	36	aaai	aaai	PROPN
fuelectenerg-13343	382	37	conference	conference	NOUN
fuelectenerg-13343	382	38	on	on	ADP
fuelectenerg-13343	382	39	artificial	artificial	ADJ
fuelectenerg-13343	382	40	intelligence	intelligence	NOUN
fuelectenerg-13343	382	41	,	,	PUNCT
fuelectenerg-13343	382	42	vol	vol	NOUN
fuelectenerg-13343	382	43	.	.	PROPN
fuelectenerg-13343	382	44	32	32	NUM
fuelectenerg-13343	382	45	,	,	PUNCT
fuelectenerg-13343	382	46	no	no	INTJ
fuelectenerg-13343	382	47	.	.	NOUN
fuelectenerg-13343	382	48	1	1	NUM
fuelectenerg-13343	382	49	,	,	PUNCT
fuelectenerg-13343	382	50	apr	apr	NOUN
fuelectenerg-13343	382	51	.	.	PROPN
fuelectenerg-13343	382	52	2018	2018	NUM
fuelectenerg-13343	382	53	,	,	PUNCT
fuelectenerg-13343	382	54	pp	pp	ADJ
fuelectenerg-13343	382	55	.	.	PUNCT
fuelectenerg-13343	383	1	1	1	NUM
fuelectenerg-13343	383	2	-	-	SYM
fuelectenerg-13343	383	3	3	3	NUM
fuelectenerg-13343	383	4	.	.	PUNCT
fuelectenerg-13343	384	1	[	[	X
fuelectenerg-13343	384	2	4	4	X
fuelectenerg-13343	384	3	]	]	X
fuelectenerg-13343	384	4	d.	d.	PROPN
fuelectenerg-13343	384	5	miller	miller	PROPN
fuelectenerg-13343	384	6	,	,	PUNCT
fuelectenerg-13343	384	7	"	"	PUNCT
fuelectenerg-13343	384	8	leveraging	leverage	VERB
fuelectenerg-13343	384	9	bert	bert	NOUN
fuelectenerg-13343	384	10	for	for	ADP
fuelectenerg-13343	384	11	extractive	extractive	ADJ
fuelectenerg-13343	384	12	text	text	NOUN
fuelectenerg-13343	384	13	summarization	summarization	NOUN
fuelectenerg-13343	384	14	on	on	ADP
fuelectenerg-13343	384	15	lectures	lecture	NOUN
fuelectenerg-13343	384	16	"	"	PUNCT
fuelectenerg-13343	384	17	,	,	PUNCT
fuelectenerg-13343	384	18	arxiv	arxiv	PROPN
fuelectenerg-13343	384	19	preprint	preprint	NOUN
fuelectenerg-13343	384	20	,	,	PUNCT
fuelectenerg-13343	384	21	arxiv:1906.04165	arxiv:1906.04165	ADP
fuelectenerg-13343	384	22	,	,	PUNCT
fuelectenerg-13343	384	23	2019	2019	NUM
fuelectenerg-13343	384	24	.	.	PUNCT
fuelectenerg-13343	385	1	[	[	X
fuelectenerg-13343	385	2	5	5	NUM
fuelectenerg-13343	385	3	]	]	PUNCT
fuelectenerg-13343	385	4	k.	k.	PROPN
fuelectenerg-13343	385	5	sarkar	sarkar	PROPN
fuelectenerg-13343	385	6	,	,	PUNCT
fuelectenerg-13343	385	7	"	"	PUNCT
fuelectenerg-13343	385	8	automatic	automatic	ADJ
fuelectenerg-13343	385	9	single	single	ADJ
fuelectenerg-13343	385	10	document	document	NOUN
fuelectenerg-13343	385	11	text	text	NOUN
fuelectenerg-13343	385	12	summarization	summarization	NOUN
fuelectenerg-13343	385	13	using	use	VERB
fuelectenerg-13343	385	14	key	key	ADJ
fuelectenerg-13343	385	15	concepts	concept	NOUN
fuelectenerg-13343	385	16	in	in	ADP
fuelectenerg-13343	385	17	documents	document	NOUN
fuelectenerg-13343	385	18	"	"	PUNCT
fuelectenerg-13343	385	19	,	,	PUNCT
fuelectenerg-13343	385	20	j.	j.	PROPN
fuelectenerg-13343	385	21	inf	inf	PROPN
fuelectenerg-13343	385	22	.	.	PROPN
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fuelectenerg-13343	385	24	.	.	PUNCT
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fuelectenerg-13343	386	2	.	.	PUNCT
fuelectenerg-13343	386	3	,	,	PUNCT
fuelectenerg-13343	386	4	vol	vol	NOUN
fuelectenerg-13343	386	5	.	.	PROPN
fuelectenerg-13343	386	6	9	9	NUM
fuelectenerg-13343	386	7	,	,	PUNCT
fuelectenerg-13343	386	8	no	no	INTJ
fuelectenerg-13343	386	9	.	.	NOUN
fuelectenerg-13343	386	10	4	4	NUM
fuelectenerg-13343	386	11	,	,	PUNCT
fuelectenerg-13343	386	12	pp	pp	ADJ
fuelectenerg-13343	386	13	.	.	PUNCT
fuelectenerg-13343	387	1	602	602	NUM
fuelectenerg-13343	387	2	-	-	SYM
fuelectenerg-13343	387	3	620	620	NUM
fuelectenerg-13343	387	4	,	,	PUNCT
fuelectenerg-13343	387	5	2013	2013	NUM
fuelectenerg-13343	387	6	.	.	PUNCT
fuelectenerg-13343	388	1	550	550	NUM
fuelectenerg-13343	388	2	j.	j.	PROPN
fuelectenerg-13343	388	3	rautaray	rautaray	PROPN
fuelectenerg-13343	388	4	,	,	PUNCT
fuelectenerg-13343	388	5	s.	s.	PROPN
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fuelectenerg-13343	388	7	,	,	PUNCT
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fuelectenerg-13343	388	9	k.	k.	PROPN
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fuelectenerg-13343	389	2	6	6	NUM
fuelectenerg-13343	389	3	]	]	PUNCT
fuelectenerg-13343	389	4	h.	h.	PROPN
fuelectenerg-13343	389	5	christian	christian	PROPN
fuelectenerg-13343	389	6	,	,	PUNCT
fuelectenerg-13343	389	7	m.	m.	NOUN
fuelectenerg-13343	389	8	p.	p.	PROPN
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fuelectenerg-13343	389	10	and	and	CCONJ
fuelectenerg-13343	389	11	d.	d.	PROPN
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fuelectenerg-13343	389	13	,	,	PUNCT
fuelectenerg-13343	389	14	"	"	PUNCT
fuelectenerg-13343	389	15	single	single	ADJ
fuelectenerg-13343	389	16	document	document	NOUN
fuelectenerg-13343	389	17	automatic	automatic	ADJ
fuelectenerg-13343	389	18	text	text	NOUN
fuelectenerg-13343	389	19	summarization	summarization	NOUN
fuelectenerg-13343	389	20	using	use	VERB
fuelectenerg-13343	389	21	term	term	NOUN
fuelectenerg-13343	389	22	frequency	frequency	NOUN
fuelectenerg-13343	389	23	-	-	PUNCT
fuelectenerg-13343	389	24	inverse	inverse	NOUN
fuelectenerg-13343	389	25	document	document	NOUN
fuelectenerg-13343	389	26	frequency	frequency	NOUN
fuelectenerg-13343	389	27	(	(	PUNCT
fuelectenerg-13343	389	28	tf	tf	PROPN
fuelectenerg-13343	389	29	-	-	PUNCT
fuelectenerg-13343	389	30	idf	idf	NOUN
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fuelectenerg-13343	389	32	"	"	PUNCT
fuelectenerg-13343	389	33	,	,	PUNCT
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fuelectenerg-13343	389	35	:	:	PUNCT
fuelectenerg-13343	389	36	comput	comput	PROPN
fuelectenerg-13343	389	37	.	.	PUNCT
fuelectenerg-13343	390	1	math	math	NOUN
fuelectenerg-13343	390	2	.	.	PUNCT
fuelectenerg-13343	391	1	eng	eng	PROPN
fuelectenerg-13343	391	2	.	.	PROPN
fuelectenerg-13343	391	3	appl	appl	PROPN
fuelectenerg-13343	391	4	.	.	PROPN
fuelectenerg-13343	391	5	,	,	PUNCT
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fuelectenerg-13343	391	7	.	.	PROPN
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fuelectenerg-13343	392	2	,	,	PUNCT
fuelectenerg-13343	392	3	no	no	INTJ
fuelectenerg-13343	392	4	.	.	NOUN
fuelectenerg-13343	392	5	4	4	NUM
fuelectenerg-13343	392	6	,	,	PUNCT
fuelectenerg-13343	392	7	pp	pp	ADJ
fuelectenerg-13343	392	8	.	.	PUNCT
fuelectenerg-13343	393	1	285	285	NUM
fuelectenerg-13343	393	2	-	-	SYM
fuelectenerg-13343	393	3	294	294	NUM
fuelectenerg-13343	393	4	,	,	PUNCT
fuelectenerg-13343	393	5	2016	2016	NUM
fuelectenerg-13343	393	6	.	.	PUNCT
fuelectenerg-13343	394	1	[	[	X
fuelectenerg-13343	394	2	7	7	X
fuelectenerg-13343	394	3	]	]	PUNCT
fuelectenerg-13343	394	4	r.	r.	PROPN
fuelectenerg-13343	394	5	z.	z.	PROPN
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fuelectenerg-13343	394	7	-	-	PUNCT
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fuelectenerg-13343	394	10	a.	a.	NOUN
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fuelectenerg-13343	394	12	al	al	PROPN
fuelectenerg-13343	394	13	-	-	PUNCT
fuelectenerg-13343	394	14	taani	taani	ADJ
fuelectenerg-13343	394	15	,	,	PUNCT
fuelectenerg-13343	394	16	"	"	PUNCT
fuelectenerg-13343	394	17	arabic	arabic	ADJ
fuelectenerg-13343	394	18	single	single	ADJ
fuelectenerg-13343	394	19	-	-	PUNCT
fuelectenerg-13343	394	20	document	document	NOUN
fuelectenerg-13343	394	21	text	text	NOUN
fuelectenerg-13343	394	22	summarization	summarization	NOUN
fuelectenerg-13343	394	23	using	use	VERB
fuelectenerg-13343	394	24	particle	particle	NOUN
fuelectenerg-13343	394	25	swarm	swarm	NOUN
fuelectenerg-13343	394	26	optimization	optimization	NOUN
fuelectenerg-13343	394	27	algorithm	algorithm	NOUN
fuelectenerg-13343	394	28	"	"	PUNCT
fuelectenerg-13343	394	29	,	,	PUNCT
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fuelectenerg-13343	394	31	comput	comput	NOUN
fuelectenerg-13343	394	32	.	.	PUNCT
fuelectenerg-13343	395	1	sci	sci	PROPN
fuelectenerg-13343	395	2	.	.	PROPN
fuelectenerg-13343	395	3	,	,	PUNCT
fuelectenerg-13343	395	4	vol	vol	NOUN
fuelectenerg-13343	395	5	.	.	PROPN
fuelectenerg-13343	395	6	117	117	NUM
fuelectenerg-13343	395	7	,	,	PUNCT
fuelectenerg-13343	395	8	pp	pp	ADJ
fuelectenerg-13343	395	9	.	.	PUNCT
fuelectenerg-13343	396	1	30	30	NUM
fuelectenerg-13343	396	2	-	-	SYM
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fuelectenerg-13343	396	4	,	,	PUNCT
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fuelectenerg-13343	396	6	.	.	PUNCT
fuelectenerg-13343	397	1	[	[	X
fuelectenerg-13343	397	2	8	8	NUM
fuelectenerg-13343	397	3	]	]	X
fuelectenerg-13343	397	4	u.	u.	NOUN
fuelectenerg-13343	397	5	rani	rani	PROPN
fuelectenerg-13343	397	6	and	and	CCONJ
fuelectenerg-13343	397	7	k.	k.	PROPN
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fuelectenerg-13343	397	9	,	,	PUNCT
fuelectenerg-13343	397	10	"	"	PUNCT
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fuelectenerg-13343	397	12	paper	paper	NOUN
fuelectenerg-13343	397	13	on	on	ADP
fuelectenerg-13343	397	14	automatic	automatic	ADJ
fuelectenerg-13343	397	15	text	text	NOUN
fuelectenerg-13343	397	16	summarization	summarization	NOUN
fuelectenerg-13343	397	17	"	"	PUNCT
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fuelectenerg-13343	397	20	.	.	PUNCT
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fuelectenerg-13343	398	2	.	.	PUNCT
fuelectenerg-13343	399	1	j.	j.	PROPN
fuelectenerg-13343	399	2	eng	eng	PROPN
fuelectenerg-13343	399	3	.	.	PROPN
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fuelectenerg-13343	400	2	.	.	PUNCT
fuelectenerg-13343	401	1	(	(	PUNCT
fuelectenerg-13343	401	2	irjet	irjet	NOUN
fuelectenerg-13343	401	3	)	)	PUNCT
fuelectenerg-13343	401	4	,	,	PUNCT
fuelectenerg-13343	401	5	vol	vol	NOUN
fuelectenerg-13343	401	6	.	.	PROPN
fuelectenerg-13343	402	1	7	7	NUM
fuelectenerg-13343	402	2	,	,	PUNCT
fuelectenerg-13343	402	3	no	no	INTJ
fuelectenerg-13343	402	4	.	.	NOUN
fuelectenerg-13343	402	5	4	4	NUM
fuelectenerg-13343	402	6	,	,	PUNCT
fuelectenerg-13343	402	7	pp	pp	ADJ
fuelectenerg-13343	402	8	.	.	PUNCT
fuelectenerg-13343	403	1	3349	3349	NUM
fuelectenerg-13343	403	2	-	-	SYM
fuelectenerg-13343	403	3	3354	3354	NUM
fuelectenerg-13343	403	4	,	,	PUNCT
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fuelectenerg-13343	403	6	.	.	PUNCT
fuelectenerg-13343	404	1	[	[	X
fuelectenerg-13343	404	2	9	9	NUM
fuelectenerg-13343	404	3	]	]	PUNCT
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fuelectenerg-13343	404	5	a.	a.	PROPN
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fuelectenerg-13343	404	7	,	,	PUNCT
fuelectenerg-13343	404	8	f.	f.	PROPN
fuelectenerg-13343	404	9	l.	l.	PROPN
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fuelectenerg-13343	404	12	t.	t.	PROPN
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fuelectenerg-13343	404	14	,	,	PUNCT
fuelectenerg-13343	404	15	"	"	PUNCT
fuelectenerg-13343	404	16	a	a	DET
fuelectenerg-13343	404	17	survey	survey	NOUN
fuelectenerg-13343	404	18	of	of	ADP
fuelectenerg-13343	404	19	the	the	DET
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fuelectenerg-13343	404	21	-	-	PUNCT
fuelectenerg-13343	404	22	of	of	ADP
fuelectenerg-13343	404	23	-	-	PUNCT
fuelectenerg-13343	404	24	the	the	DET
fuelectenerg-13343	404	25	-	-	PUNCT
fuelectenerg-13343	404	26	art	art	NOUN
fuelectenerg-13343	404	27	models	model	NOUN
fuelectenerg-13343	404	28	in	in	ADP
fuelectenerg-13343	404	29	neural	neural	ADJ
fuelectenerg-13343	404	30	abstractive	abstractive	ADJ
fuelectenerg-13343	404	31	text	text	NOUN
fuelectenerg-13343	404	32	summarization	summarization	NOUN
fuelectenerg-13343	404	33	"	"	PUNCT
fuelectenerg-13343	404	34	,	,	PUNCT
fuelectenerg-13343	404	35	ieee	ieee	NOUN
fuelectenerg-13343	404	36	access	access	NOUN
fuelectenerg-13343	404	37	,	,	PUNCT
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fuelectenerg-13343	404	39	.	.	NOUN
fuelectenerg-13343	404	40	9	9	NUM
fuelectenerg-13343	404	41	,	,	PUNCT
fuelectenerg-13343	404	42	pp	pp	ADJ
fuelectenerg-13343	404	43	.	.	PUNCT
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fuelectenerg-13343	405	2	-	-	SYM
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fuelectenerg-13343	405	6	.	.	PUNCT
fuelectenerg-13343	406	1	[	[	X
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fuelectenerg-13343	406	9	,	,	PUNCT
fuelectenerg-13343	406	10	"	"	PUNCT
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fuelectenerg-13343	406	12	-	-	PUNCT
fuelectenerg-13343	406	13	aware	aware	ADJ
fuelectenerg-13343	406	14	sentiment	sentiment	NOUN
fuelectenerg-13343	406	15	analysis	analysis	NOUN
fuelectenerg-13343	406	16	with	with	ADP
fuelectenerg-13343	406	17	attention	attention	NOUN
fuelectenerg-13343	406	18	-	-	PUNCT
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fuelectenerg-13343	406	22	bidirectional	bidirectional	ADJ
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fuelectenerg-13343	406	24	"	"	PUNCT
fuelectenerg-13343	406	25	,	,	PUNCT
fuelectenerg-13343	406	26	soc	soc	NOUN
fuelectenerg-13343	406	27	.	.	PUNCT
fuelectenerg-13343	407	1	netw	netw	NOUN
fuelectenerg-13343	407	2	.	.	PUNCT
fuelectenerg-13343	408	1	anal	anal	PROPN
fuelectenerg-13343	408	2	.	.	PUNCT
fuelectenerg-13343	409	1	min	min	PROPN
fuelectenerg-13343	409	2	.	.	PROPN
fuelectenerg-13343	409	3	,	,	PUNCT
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fuelectenerg-13343	409	5	.	.	PROPN
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fuelectenerg-13343	409	7	,	,	PUNCT
fuelectenerg-13343	409	8	no	no	INTJ
fuelectenerg-13343	409	9	.	.	NOUN
fuelectenerg-13343	409	10	1	1	NUM
fuelectenerg-13343	409	11	,	,	PUNCT
fuelectenerg-13343	409	12	p.	p.	NOUN
fuelectenerg-13343	409	13	104	104	NUM
fuelectenerg-13343	409	14	,	,	PUNCT
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fuelectenerg-13343	409	16	.	.	PUNCT
fuelectenerg-13343	410	1	[	[	X
fuelectenerg-13343	410	2	11	11	NUM
fuelectenerg-13343	410	3	]	]	PUNCT
fuelectenerg-13343	410	4	r.	r.	PROPN
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fuelectenerg-13343	410	6	,	,	PUNCT
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fuelectenerg-13343	410	9	,	,	PUNCT
fuelectenerg-13343	410	10	k.	k.	PROPN
fuelectenerg-13343	411	1	p.	p.	PROPN
fuelectenerg-13343	411	2	s.	s.	PROPN
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fuelectenerg-13343	411	4	and	and	CCONJ
fuelectenerg-13343	411	5	v.	v.	PROPN
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fuelectenerg-13343	411	8	"	"	PUNCT
fuelectenerg-13343	411	9	a	a	DET
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fuelectenerg-13343	411	12	unsupervised	unsupervised	ADJ
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fuelectenerg-13343	411	14	to	to	ADP
fuelectenerg-13343	411	15	single	single	ADJ
fuelectenerg-13343	411	16	document	document	NOUN
fuelectenerg-13343	411	17	extractive	extractive	ADJ
fuelectenerg-13343	411	18	text	text	NOUN
fuelectenerg-13343	411	19	summarization	summarization	NOUN
fuelectenerg-13343	411	20	"	"	PUNCT
fuelectenerg-13343	411	21	,	,	PUNCT
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fuelectenerg-13343	411	23	syst	syst	PROPN
fuelectenerg-13343	411	24	.	.	PUNCT
fuelectenerg-13343	411	25	,	,	PUNCT
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fuelectenerg-13343	411	27	.	.	PROPN
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fuelectenerg-13343	411	29	,	,	PUNCT
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fuelectenerg-13343	411	32	,	,	PUNCT
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fuelectenerg-13343	412	1	[	[	X
fuelectenerg-13343	412	2	12	12	NUM
fuelectenerg-13343	412	3	]	]	X
fuelectenerg-13343	412	4	p.	p.	PROPN
fuelectenerg-13343	412	5	verma	verma	PROPN
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fuelectenerg-13343	412	7	a.	a.	PROPN
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fuelectenerg-13343	412	13	"	"	PUNCT
fuelectenerg-13343	412	14	an	an	DET
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fuelectenerg-13343	412	16	for	for	ADP
fuelectenerg-13343	412	17	extractive	extractive	ADJ
fuelectenerg-13343	412	18	text	text	NOUN
fuelectenerg-13343	412	19	summarization	summarization	NOUN
fuelectenerg-13343	412	20	using	use	VERB
fuelectenerg-13343	412	21	fuzzy	fuzzy	ADJ
fuelectenerg-13343	412	22	evolutionary	evolutionary	ADJ
fuelectenerg-13343	412	23	and	and	CCONJ
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fuelectenerg-13343	412	25	algorithms	algorithm	NOUN
fuelectenerg-13343	412	26	"	"	PUNCT
fuelectenerg-13343	412	27	,	,	PUNCT
fuelectenerg-13343	412	28	appl	appl	PROPN
fuelectenerg-13343	412	29	.	.	PUNCT
fuelectenerg-13343	412	30	soft	soft	ADJ
fuelectenerg-13343	412	31	comput	comput	NOUN
fuelectenerg-13343	412	32	.	.	PUNCT
fuelectenerg-13343	412	33	,	,	PUNCT
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fuelectenerg-13343	412	35	.	.	PUNCT
fuelectenerg-13343	412	36	120	120	NUM
fuelectenerg-13343	412	37	,	,	PUNCT
fuelectenerg-13343	412	38	p.	p.	NOUN
fuelectenerg-13343	412	39	108670	108670	NUM
fuelectenerg-13343	412	40	,	,	PUNCT
fuelectenerg-13343	412	41	2022	2022	NUM
fuelectenerg-13343	412	42	.	.	PUNCT
fuelectenerg-13343	413	1	[	[	X
fuelectenerg-13343	413	2	13	13	NUM
fuelectenerg-13343	413	3	]	]	X
fuelectenerg-13343	413	4	d.	d.	PROPN
fuelectenerg-13343	413	5	v.	v.	PROPN
fuelectenerg-13343	413	6	p.	p.	PROPN
fuelectenerg-13343	413	7	kumar	kumar	PROPN
fuelectenerg-13343	413	8	,	,	PUNCT
fuelectenerg-13343	413	9	s.	s.	PROPN
fuelectenerg-13343	413	10	s.	s.	PROPN
fuelectenerg-13343	413	11	raj	raj	PROPN
fuelectenerg-13343	413	12	,	,	PUNCT
fuelectenerg-13343	413	13	p.	p.	PROPN
fuelectenerg-13343	413	14	verma	verma	PROPN
fuelectenerg-13343	413	15	and	and	CCONJ
fuelectenerg-13343	413	16	s.	s.	PROPN
fuelectenerg-13343	413	17	pal	pal	PROPN
fuelectenerg-13343	413	18	,	,	PUNCT
fuelectenerg-13343	413	19	"	"	PUNCT
fuelectenerg-13343	413	20	extractive	extractive	ADJ
fuelectenerg-13343	413	21	text	text	NOUN
fuelectenerg-13343	413	22	summarization	summarization	NOUN
fuelectenerg-13343	413	23	using	use	VERB
fuelectenerg-13343	413	24	meta	meta	ADJ
fuelectenerg-13343	413	25	-	-	PUNCT
fuelectenerg-13343	413	26	heuristic	heuristic	ADJ
fuelectenerg-13343	413	27	approach	approach	NOUN
fuelectenerg-13343	413	28	"	"	PUNCT
fuelectenerg-13343	413	29	,	,	PUNCT
fuelectenerg-13343	413	30	in	in	ADP
fuelectenerg-13343	413	31	fire	fire	NOUN
fuelectenerg-13343	413	32	(	(	PUNCT
fuelectenerg-13343	413	33	working	working	NOUN
fuelectenerg-13343	413	34	notes	note	NOUN
fuelectenerg-13343	413	35	)	)	PUNCT
fuelectenerg-13343	413	36	,	,	PUNCT
fuelectenerg-13343	413	37	pp	pp	PROPN
fuelectenerg-13343	413	38	.	.	PUNCT
fuelectenerg-13343	414	1	464	464	NUM
fuelectenerg-13343	414	2	-	-	PUNCT
fuelectenerg-13343	414	3	474	474	NUM
fuelectenerg-13343	414	4	,	,	PUNCT
fuelectenerg-13343	414	5	2022	2022	NUM
fuelectenerg-13343	414	6	.	.	PUNCT
fuelectenerg-13343	415	1	[	[	X
fuelectenerg-13343	415	2	14	14	NUM
fuelectenerg-13343	415	3	]	]	PUNCT
fuelectenerg-13343	415	4	j.	j.	PROPN
fuelectenerg-13343	415	5	cheng	cheng	PROPN
fuelectenerg-13343	415	6	and	and	CCONJ
fuelectenerg-13343	415	7	m.	m.	PROPN
fuelectenerg-13343	415	8	lapata	lapata	PROPN
fuelectenerg-13343	415	9	,	,	PUNCT
fuelectenerg-13343	415	10	"	"	PUNCT
fuelectenerg-13343	415	11	neural	neural	ADJ
fuelectenerg-13343	415	12	summarization	summarization	NOUN
fuelectenerg-13343	415	13	by	by	ADP
fuelectenerg-13343	415	14	extracting	extract	VERB
fuelectenerg-13343	415	15	sentences	sentence	NOUN
fuelectenerg-13343	415	16	and	and	CCONJ
fuelectenerg-13343	415	17	words	word	NOUN
fuelectenerg-13343	415	18	"	"	PUNCT
fuelectenerg-13343	415	19	,	,	PUNCT
fuelectenerg-13343	415	20	arxiv	arxiv	PROPN
fuelectenerg-13343	415	21	preprint	preprint	NOUN
fuelectenerg-13343	415	22	,	,	PUNCT
fuelectenerg-13343	415	23	arxiv:1603.07252	arxiv:1603.07252	ADJ
fuelectenerg-13343	415	24	,	,	PUNCT
fuelectenerg-13343	415	25	2016	2016	NUM
fuelectenerg-13343	415	26	.	.	PUNCT
fuelectenerg-13343	416	1	[	[	X
fuelectenerg-13343	416	2	15	15	NUM
fuelectenerg-13343	416	3	]	]	X
fuelectenerg-13343	416	4	w.	w.	PROPN
fuelectenerg-13343	416	5	kryściński	kryściński	PROPN
fuelectenerg-13343	416	6	,	,	PUNCT
fuelectenerg-13343	416	7	b.	b.	PROPN
fuelectenerg-13343	416	8	mccann	mccann	PROPN
fuelectenerg-13343	416	9	,	,	PUNCT
fuelectenerg-13343	416	10	c.	c.	PROPN
fuelectenerg-13343	416	11	xiong	xiong	PROPN
fuelectenerg-13343	416	12	and	and	CCONJ
fuelectenerg-13343	416	13	r.	r.	PROPN
fuelectenerg-13343	416	14	socher	socher	PROPN
fuelectenerg-13343	416	15	,	,	PUNCT
fuelectenerg-13343	416	16	"	"	PUNCT
fuelectenerg-13343	416	17	evaluating	evaluate	VERB
fuelectenerg-13343	416	18	the	the	DET
fuelectenerg-13343	416	19	factual	factual	ADJ
fuelectenerg-13343	416	20	consistency	consistency	NOUN
fuelectenerg-13343	416	21	of	of	ADP
fuelectenerg-13343	416	22	abstractive	abstractive	ADJ
fuelectenerg-13343	416	23	text	text	NOUN
fuelectenerg-13343	416	24	summarization	summarization	NOUN
fuelectenerg-13343	416	25	"	"	PUNCT
fuelectenerg-13343	416	26	,	,	PUNCT
fuelectenerg-13343	416	27	arxiv	arxiv	PROPN
fuelectenerg-13343	416	28	preprint	preprint	NOUN
fuelectenerg-13343	416	29	,	,	PUNCT
fuelectenerg-13343	416	30	arxiv:1910.12840	arxiv:1910.12840	NOUN
fuelectenerg-13343	416	31	,	,	PUNCT
fuelectenerg-13343	416	32	2019	2019	NUM
fuelectenerg-13343	416	33	.	.	PUNCT
fuelectenerg-13343	417	1	[	[	X
fuelectenerg-13343	417	2	16	16	NUM
fuelectenerg-13343	417	3	]	]	X
fuelectenerg-13343	417	4	d.	d.	PROPN
fuelectenerg-13343	417	5	debnath	debnath	PROPN
fuelectenerg-13343	417	6	,	,	PUNCT
fuelectenerg-13343	417	7	r.	r.	PROPN
fuelectenerg-13343	417	8	das	das	PROPN
fuelectenerg-13343	417	9	and	and	CCONJ
fuelectenerg-13343	417	10	p.	p.	PROPN
fuelectenerg-13343	417	11	pakray	pakray	PROPN
fuelectenerg-13343	417	12	,	,	PUNCT
fuelectenerg-13343	417	13	"	"	PUNCT
fuelectenerg-13343	417	14	extractive	extractive	ADJ
fuelectenerg-13343	417	15	single	single	ADJ
fuelectenerg-13343	417	16	document	document	NOUN
fuelectenerg-13343	417	17	summarization	summarization	NOUN
fuelectenerg-13343	417	18	using	use	VERB
fuelectenerg-13343	417	19	an	an	DET
fuelectenerg-13343	417	20	archive	archive	NOUN
fuelectenerg-13343	417	21	-	-	PUNCT
fuelectenerg-13343	417	22	based	base	VERB
fuelectenerg-13343	417	23	micro	micro	NOUN
fuelectenerg-13343	417	24	genetic-2	genetic-2	NOUN
fuelectenerg-13343	417	25	"	"	PUNCT
fuelectenerg-13343	417	26	,	,	PUNCT
fuelectenerg-13343	417	27	in	in	ADP
fuelectenerg-13343	417	28	proceedings	proceeding	NOUN
fuelectenerg-13343	417	29	of	of	ADP
fuelectenerg-13343	417	30	the	the	DET
fuelectenerg-13343	417	31	7th	7th	ADJ
fuelectenerg-13343	417	32	international	international	ADJ
fuelectenerg-13343	417	33	conference	conference	NOUN
fuelectenerg-13343	417	34	on	on	ADP
fuelectenerg-13343	417	35	soft	soft	ADJ
fuelectenerg-13343	417	36	computing	computing	NOUN
fuelectenerg-13343	417	37	&	&	CCONJ
fuelectenerg-13343	417	38	machine	machine	NOUN
fuelectenerg-13343	417	39	intelligence	intelligence	PROPN
fuelectenerg-13343	417	40	(	(	PUNCT
fuelectenerg-13343	417	41	iscmi	iscmi	NOUN
fuelectenerg-13343	417	42	)	)	PUNCT
fuelectenerg-13343	417	43	,	,	PUNCT
fuelectenerg-13343	417	44	2020	2020	NUM
fuelectenerg-13343	417	45	,	,	PUNCT
fuelectenerg-13343	417	46	pp	pp	ADV
fuelectenerg-13343	417	47	.	.	PUNCT
fuelectenerg-13343	418	1	244	244	NUM
fuelectenerg-13343	418	2	-	-	SYM
fuelectenerg-13343	418	3	248	248	NUM
fuelectenerg-13343	418	4	.	.	PUNCT
fuelectenerg-13343	419	1	[	[	X
fuelectenerg-13343	419	2	17	17	NUM
fuelectenerg-13343	419	3	]	]	PUNCT
fuelectenerg-13343	419	4	t.	t.	PROPN
fuelectenerg-13343	419	5	bezdan	bezdan	PROPN
fuelectenerg-13343	419	6	et	et	PROPN
fuelectenerg-13343	419	7	al	al	PROPN
fuelectenerg-13343	419	8	.	.	PROPN
fuelectenerg-13343	419	9	,	,	PUNCT
fuelectenerg-13343	419	10	"	"	PUNCT
fuelectenerg-13343	419	11	hybrid	hybrid	ADJ
fuelectenerg-13343	419	12	fruit	fruit	NOUN
fuelectenerg-13343	419	13	-	-	PUNCT
fuelectenerg-13343	419	14	fly	fly	NOUN
fuelectenerg-13343	419	15	optimization	optimization	NOUN
fuelectenerg-13343	419	16	algorithm	algorithm	NOUN
fuelectenerg-13343	419	17	with	with	ADP
fuelectenerg-13343	419	18	k	k	NOUN
fuelectenerg-13343	419	19	-	-	PUNCT
fuelectenerg-13343	419	20	means	means	NOUN
fuelectenerg-13343	419	21	for	for	ADP
fuelectenerg-13343	419	22	text	text	NOUN
fuelectenerg-13343	419	23	document	document	NOUN
fuelectenerg-13343	419	24	clustering	cluster	VERB
fuelectenerg-13343	419	25	"	"	PUNCT
fuelectenerg-13343	419	26	,	,	PUNCT
fuelectenerg-13343	419	27	mathematics	mathematic	NOUN
fuelectenerg-13343	419	28	,	,	PUNCT
fuelectenerg-13343	419	29	vol	vol	NOUN
fuelectenerg-13343	419	30	.	.	PROPN
fuelectenerg-13343	419	31	9	9	NUM
fuelectenerg-13343	419	32	,	,	PUNCT
fuelectenerg-13343	419	33	no	no	INTJ
fuelectenerg-13343	419	34	.	.	NOUN
fuelectenerg-13343	419	35	16	16	NUM
fuelectenerg-13343	419	36	,	,	PUNCT
fuelectenerg-13343	419	37	p.	p.	NOUN
fuelectenerg-13343	419	38	1929	1929	NUM
fuelectenerg-13343	419	39	,	,	PUNCT
fuelectenerg-13343	419	40	2021	2021	NUM
fuelectenerg-13343	419	41	.	.	PUNCT
fuelectenerg-13343	420	1	[	[	X
fuelectenerg-13343	420	2	18	18	NUM
fuelectenerg-13343	420	3	]	]	X
fuelectenerg-13343	420	4	d.	d.	PROPN
fuelectenerg-13343	420	5	debnath	debnath	PROPN
fuelectenerg-13343	420	6	,	,	PUNCT
fuelectenerg-13343	420	7	r.	r.	PROPN
fuelectenerg-13343	420	8	das	das	PROPN
fuelectenerg-13343	420	9	and	and	CCONJ
fuelectenerg-13343	420	10	p.	p.	PROPN
fuelectenerg-13343	420	11	pakray	pakray	PROPN
fuelectenerg-13343	420	12	,	,	PUNCT
fuelectenerg-13343	420	13	"	"	PUNCT
fuelectenerg-13343	420	14	single	single	ADJ
fuelectenerg-13343	420	15	document	document	NOUN
fuelectenerg-13343	420	16	text	text	NOUN
fuelectenerg-13343	420	17	summarization	summarization	NOUN
fuelectenerg-13343	420	18	addressed	address	VERB
fuelectenerg-13343	420	19	with	with	ADP
fuelectenerg-13343	420	20	a	a	DET
fuelectenerg-13343	420	21	cat	cat	NOUN
fuelectenerg-13343	420	22	swarm	swarm	NOUN
fuelectenerg-13343	420	23	optimization	optimization	NOUN
fuelectenerg-13343	420	24	approach	approach	NOUN
fuelectenerg-13343	420	25	"	"	PUNCT
fuelectenerg-13343	420	26	,	,	PUNCT
fuelectenerg-13343	420	27	appl	appl	PROPN
fuelectenerg-13343	420	28	.	.	PUNCT
fuelectenerg-13343	420	29	intell	intell	PROPN
fuelectenerg-13343	420	30	.	.	PUNCT
fuelectenerg-13343	421	1	,	,	PUNCT
fuelectenerg-13343	421	2	vol	vol	NOUN
fuelectenerg-13343	421	3	.	.	PROPN
fuelectenerg-13343	422	1	53	53	NUM
fuelectenerg-13343	422	2	,	,	PUNCT
fuelectenerg-13343	422	3	no	no	INTJ
fuelectenerg-13343	422	4	.	.	NOUN
fuelectenerg-13343	422	5	10	10	NUM
fuelectenerg-13343	422	6	,	,	PUNCT
fuelectenerg-13343	422	7	pp	pp	ADJ
fuelectenerg-13343	422	8	.	.	PUNCT
fuelectenerg-13343	423	1	12268	12268	NUM
fuelectenerg-13343	423	2	-	-	SYM
fuelectenerg-13343	423	3	12287	12287	NUM
fuelectenerg-13343	423	4	,	,	PUNCT
fuelectenerg-13343	423	5	2023	2023	NUM
fuelectenerg-13343	423	6	.	.	PUNCT
fuelectenerg-13343	424	1	[	[	X
fuelectenerg-13343	424	2	19	19	NUM
fuelectenerg-13343	424	3	]	]	PUNCT
fuelectenerg-13343	424	4	s.	s.	PROPN
fuelectenerg-13343	424	5	p.	p.	PROPN
fuelectenerg-13343	424	6	patil	patil	PROPN
fuelectenerg-13343	424	7	and	and	CCONJ
fuelectenerg-13343	424	8	r.	r.	PROPN
fuelectenerg-13343	424	9	rautray	rautray	PROPN
fuelectenerg-13343	424	10	,	,	PUNCT
fuelectenerg-13343	424	11	"	"	PUNCT
fuelectenerg-13343	424	12	smats	smat	NOUN
fuelectenerg-13343	424	13	:	:	PUNCT
fuelectenerg-13343	424	14	single	single	ADJ
fuelectenerg-13343	424	15	and	and	CCONJ
fuelectenerg-13343	424	16	multi	multi	VERB
fuelectenerg-13343	424	17	automatic	automatic	ADJ
fuelectenerg-13343	424	18	text	text	NOUN
fuelectenerg-13343	424	19	summarization	summarization	NOUN
fuelectenerg-13343	424	20	"	"	PUNCT
fuelectenerg-13343	424	21	,	,	PUNCT
fuelectenerg-13343	424	22	karbala	karbala	PROPN
fuelectenerg-13343	424	23	int	int	PROPN
fuelectenerg-13343	424	24	.	.	PUNCT
fuelectenerg-13343	425	1	j.	j.	PROPN
fuelectenerg-13343	425	2	modern	modern	PROPN
fuelectenerg-13343	425	3	sci	sci	PROPN
fuelectenerg-13343	425	4	.	.	PROPN
fuelectenerg-13343	425	5	,	,	PUNCT
fuelectenerg-13343	425	6	vol	vol	NOUN
fuelectenerg-13343	425	7	.	.	PROPN
fuelectenerg-13343	425	8	9	9	NUM
fuelectenerg-13343	425	9	,	,	PUNCT
fuelectenerg-13343	425	10	no	no	INTJ
fuelectenerg-13343	425	11	.	.	NOUN
fuelectenerg-13343	425	12	1	1	NUM
fuelectenerg-13343	425	13	,	,	PUNCT
fuelectenerg-13343	425	14	p.	p.	NOUN
fuelectenerg-13343	425	15	6	6	NUM
fuelectenerg-13343	425	16	,	,	PUNCT
fuelectenerg-13343	425	17	2023	2023	NUM
fuelectenerg-13343	425	18	.	.	PUNCT
fuelectenerg-13343	426	1	[	[	X
fuelectenerg-13343	426	2	20	20	NUM
fuelectenerg-13343	426	3	]	]	PUNCT
fuelectenerg-13343	426	4	k.	k.	PROPN
fuelectenerg-13343	426	5	svore	svore	PROPN
fuelectenerg-13343	426	6	,	,	PUNCT
fuelectenerg-13343	426	7	l.	l.	PROPN
fuelectenerg-13343	426	8	vanderwende	vanderwende	PROPN
fuelectenerg-13343	426	9	and	and	CCONJ
fuelectenerg-13343	426	10	c.	c.	PROPN
fuelectenerg-13343	426	11	burges	burge	NOUN
fuelectenerg-13343	426	12	,	,	PUNCT
fuelectenerg-13343	426	13	"	"	PUNCT
fuelectenerg-13343	426	14	enhancing	enhance	VERB
fuelectenerg-13343	426	15	single	single	ADJ
fuelectenerg-13343	426	16	-	-	PUNCT
fuelectenerg-13343	426	17	document	document	NOUN
fuelectenerg-13343	426	18	summarization	summarization	NOUN
fuelectenerg-13343	426	19	by	by	ADP
fuelectenerg-13343	426	20	combining	combine	VERB
fuelectenerg-13343	426	21	ranknet	ranknet	NOUN
fuelectenerg-13343	426	22	and	and	CCONJ
fuelectenerg-13343	426	23	third	third	ADJ
fuelectenerg-13343	426	24	-	-	PUNCT
fuelectenerg-13343	426	25	party	party	NOUN
fuelectenerg-13343	426	26	sources	source	NOUN
fuelectenerg-13343	426	27	"	"	PUNCT
fuelectenerg-13343	426	28	,	,	PUNCT
fuelectenerg-13343	426	29	in	in	ADP
fuelectenerg-13343	426	30	proceedings	proceeding	NOUN
fuelectenerg-13343	426	31	of	of	ADP
fuelectenerg-13343	426	32	the	the	DET
fuelectenerg-13343	426	33	joint	joint	ADJ
fuelectenerg-13343	426	34	conference	conference	NOUN
fuelectenerg-13343	426	35	on	on	ADP
fuelectenerg-13343	426	36	empirical	empirical	ADJ
fuelectenerg-13343	426	37	methods	method	NOUN
fuelectenerg-13343	426	38	in	in	ADP
fuelectenerg-13343	426	39	natural	natural	ADJ
fuelectenerg-13343	426	40	language	language	NOUN
fuelectenerg-13343	426	41	processing	processing	NOUN
fuelectenerg-13343	426	42	and	and	CCONJ
fuelectenerg-13343	426	43	computational	computational	ADJ
fuelectenerg-13343	426	44	natural	natural	ADJ
fuelectenerg-13343	426	45	language	language	NOUN
fuelectenerg-13343	426	46	learning	learning	NOUN
fuelectenerg-13343	426	47	(	(	PUNCT
fuelectenerg-13343	426	48	emnlp	emnlp	NOUN
fuelectenerg-13343	426	49	-	-	PUNCT
fuelectenerg-13343	426	50	conll	conll	NOUN
fuelectenerg-13343	426	51	)	)	PUNCT
fuelectenerg-13343	426	52	,	,	PUNCT
fuelectenerg-13343	426	53	2007	2007	NUM
fuelectenerg-13343	426	54	,	,	PUNCT
fuelectenerg-13343	426	55	pp	pp	ADJ
fuelectenerg-13343	426	56	.	.	PUNCT
fuelectenerg-13343	426	57	448	448	NUM
fuelectenerg-13343	426	58	-	-	SYM
fuelectenerg-13343	426	59	457	457	NUM
fuelectenerg-13343	426	60	.	.	PUNCT
fuelectenerg-13343	427	1	[	[	X
fuelectenerg-13343	427	2	21	21	NUM
fuelectenerg-13343	427	3	]	]	X
fuelectenerg-13343	427	4	s.	s.	PROPN
fuelectenerg-13343	427	5	mandal	mandal	PROPN
fuelectenerg-13343	427	6	,	,	PUNCT
fuelectenerg-13343	427	7	g.	g.	PROPN
fuelectenerg-13343	427	8	k.	k.	PROPN
fuelectenerg-13343	427	9	singh	singh	PROPN
fuelectenerg-13343	427	10	and	and	CCONJ
fuelectenerg-13343	427	11	a.	a.	NOUN
fuelectenerg-13343	427	12	pal	pal	NOUN
fuelectenerg-13343	427	13	,	,	PUNCT
fuelectenerg-13343	427	14	"	"	PUNCT
fuelectenerg-13343	427	15	single	single	ADJ
fuelectenerg-13343	427	16	document	document	NOUN
fuelectenerg-13343	427	17	text	text	NOUN
fuelectenerg-13343	427	18	summarization	summarization	NOUN
fuelectenerg-13343	427	19	technique	technique	NOUN
fuelectenerg-13343	427	20	using	use	VERB
fuelectenerg-13343	427	21	optimal	optimal	ADJ
fuelectenerg-13343	427	22	combination	combination	NOUN
fuelectenerg-13343	427	23	of	of	ADP
fuelectenerg-13343	427	24	cuckoo	cuckoo	NOUN
fuelectenerg-13343	427	25	search	search	NOUN
fuelectenerg-13343	427	26	algorithm	algorithm	NOUN
fuelectenerg-13343	427	27	,	,	PUNCT
fuelectenerg-13343	427	28	sentence	sentence	NOUN
fuelectenerg-13343	427	29	scoring	scoring	NOUN
fuelectenerg-13343	427	30	and	and	CCONJ
fuelectenerg-13343	427	31	sentiment	sentiment	NOUN
fuelectenerg-13343	427	32	score	score	NOUN
fuelectenerg-13343	427	33	"	"	PUNCT
fuelectenerg-13343	427	34	,	,	PUNCT
fuelectenerg-13343	427	35	int	int	PROPN
fuelectenerg-13343	427	36	.	.	PUNCT
fuelectenerg-13343	428	1	j.	j.	PROPN
fuelectenerg-13343	428	2	inf	inf	PROPN
fuelectenerg-13343	428	3	.	.	PUNCT
fuelectenerg-13343	428	4	technol	technol	PROPN
fuelectenerg-13343	428	5	.	.	PROPN
fuelectenerg-13343	428	6	,	,	PUNCT
fuelectenerg-13343	428	7	vol	vol	NOUN
fuelectenerg-13343	428	8	.	.	PROPN
fuelectenerg-13343	428	9	13	13	NUM
fuelectenerg-13343	428	10	,	,	PUNCT
fuelectenerg-13343	428	11	no	no	INTJ
fuelectenerg-13343	428	12	.	.	NOUN
fuelectenerg-13343	428	13	5	5	NUM
fuelectenerg-13343	428	14	,	,	PUNCT
fuelectenerg-13343	428	15	pp	pp	ADJ
fuelectenerg-13343	428	16	.	.	PUNCT
fuelectenerg-13343	429	1	1805	1805	NUM
fuelectenerg-13343	429	2	-	-	SYM
fuelectenerg-13343	429	3	1813	1813	NUM
fuelectenerg-13343	429	4	,	,	PUNCT
fuelectenerg-13343	429	5	2021	2021	NUM
fuelectenerg-13343	429	6	.	.	PUNCT
fuelectenerg-13343	430	1	[	[	X
fuelectenerg-13343	430	2	22	22	NUM
fuelectenerg-13343	430	3	]	]	PUNCT
fuelectenerg-13343	430	4	a.	a.	NOUN
fuelectenerg-13343	430	5	jain	jain	PROPN
fuelectenerg-13343	430	6	,	,	PUNCT
fuelectenerg-13343	430	7	d.	d.	PROPN
fuelectenerg-13343	430	8	yadav	yadav	PROPN
fuelectenerg-13343	430	9	and	and	CCONJ
fuelectenerg-13343	430	10	a.	a.	PROPN
fuelectenerg-13343	430	11	arora	arora	PROPN
fuelectenerg-13343	430	12	,	,	PUNCT
fuelectenerg-13343	430	13	"	"	PUNCT
fuelectenerg-13343	430	14	particle	particle	NOUN
fuelectenerg-13343	430	15	swarm	swarm	NOUN
fuelectenerg-13343	430	16	optimization	optimization	NOUN
fuelectenerg-13343	430	17	for	for	ADP
fuelectenerg-13343	430	18	punjabi	punjabi	NOUN
fuelectenerg-13343	430	19	text	text	NOUN
fuelectenerg-13343	430	20	summarization	summarization	NOUN
fuelectenerg-13343	430	21	"	"	PUNCT
fuelectenerg-13343	430	22	,	,	PUNCT
fuelectenerg-13343	430	23	int	int	PROPN
fuelectenerg-13343	430	24	.	.	PUNCT
fuelectenerg-13343	431	1	j.	j.	PROPN
fuelectenerg-13343	431	2	oper	oper	PROPN
fuelectenerg-13343	431	3	.	.	PUNCT
fuelectenerg-13343	432	1	res	res	PROPN
fuelectenerg-13343	432	2	.	.	PROPN
fuelectenerg-13343	432	3	inf	inf	PROPN
fuelectenerg-13343	432	4	.	.	PUNCT
fuelectenerg-13343	432	5	syst	syst	PROPN
fuelectenerg-13343	432	6	.	.	PUNCT
fuelectenerg-13343	433	1	(	(	PUNCT
fuelectenerg-13343	433	2	ijoris	ijoris	PROPN
fuelectenerg-13343	433	3	)	)	PUNCT
fuelectenerg-13343	433	4	,	,	PUNCT
fuelectenerg-13343	433	5	vol	vol	NOUN
fuelectenerg-13343	433	6	.	.	PROPN
fuelectenerg-13343	434	1	12	12	NUM
fuelectenerg-13343	434	2	,	,	PUNCT
fuelectenerg-13343	434	3	no	no	INTJ
fuelectenerg-13343	434	4	.	.	NOUN
fuelectenerg-13343	434	5	3	3	NUM
fuelectenerg-13343	434	6	,	,	PUNCT
fuelectenerg-13343	434	7	pp	pp	ADJ
fuelectenerg-13343	434	8	.	.	PUNCT
fuelectenerg-13343	435	1	1	1	NUM
fuelectenerg-13343	435	2	-	-	SYM
fuelectenerg-13343	435	3	17	17	NUM
fuelectenerg-13343	435	4	,	,	PUNCT
fuelectenerg-13343	435	5	2021	2021	NUM
fuelectenerg-13343	435	6	.	.	PUNCT
fuelectenerg-13343	436	1	[	[	X
fuelectenerg-13343	436	2	23	23	NUM
fuelectenerg-13343	436	3	]	]	PUNCT
fuelectenerg-13343	436	4	s.	s.	PROPN
fuelectenerg-13343	436	5	h.	h.	PROPN
fuelectenerg-13343	436	6	apandi	apandi	PROPN
fuelectenerg-13343	436	7	,	,	PUNCT
fuelectenerg-13343	436	8	j.	j.	PROPN
fuelectenerg-13343	436	9	sallim	sallim	PROPN
fuelectenerg-13343	436	10	,	,	PUNCT
fuelectenerg-13343	436	11	r.	r.	PROPN
fuelectenerg-13343	436	12	mohamed	mohamed	PROPN
fuelectenerg-13343	436	13	and	and	CCONJ
fuelectenerg-13343	436	14	n.	n.	PROPN
fuelectenerg-13343	436	15	ahmad	ahmad	PROPN
fuelectenerg-13343	436	16	,	,	PUNCT
fuelectenerg-13343	436	17	"	"	PUNCT
fuelectenerg-13343	436	18	data	datum	NOUN
fuelectenerg-13343	436	19	pre	pre	ADJ
fuelectenerg-13343	436	20	-	-	ADJ
fuelectenerg-13343	436	21	processing	processing	NOUN
fuelectenerg-13343	436	22	of	of	ADP
fuelectenerg-13343	436	23	website	website	NOUN
fuelectenerg-13343	436	24	browsing	browse	VERB
fuelectenerg-13343	436	25	records	record	NOUN
fuelectenerg-13343	436	26	:	:	PUNCT
fuelectenerg-13343	436	27	to	to	PART
fuelectenerg-13343	436	28	prepare	prepare	VERB
fuelectenerg-13343	436	29	quality	quality	NOUN
fuelectenerg-13343	436	30	dataset	dataset	NOUN
fuelectenerg-13343	436	31	for	for	ADP
fuelectenerg-13343	436	32	web	web	NOUN
fuelectenerg-13343	436	33	page	page	NOUN
fuelectenerg-13343	436	34	classification	classification	NOUN
fuelectenerg-13343	436	35	"	"	PUNCT
fuelectenerg-13343	436	36	,	,	PUNCT
fuelectenerg-13343	436	37	joiv	joiv	PROPN
fuelectenerg-13343	436	38	:	:	PUNCT
fuelectenerg-13343	436	39	int	int	NOUN
fuelectenerg-13343	436	40	.	.	PUNCT
fuelectenerg-13343	437	1	j.	j.	PROPN
fuelectenerg-13343	437	2	inf	inf	PROPN
fuelectenerg-13343	437	3	.	.	PUNCT
fuelectenerg-13343	438	1	visual	visual	PROPN
fuelectenerg-13343	438	2	.	.	PUNCT
fuelectenerg-13343	438	3	,	,	PUNCT
fuelectenerg-13343	438	4	vol	vol	NOUN
fuelectenerg-13343	438	5	.	.	PROPN
fuelectenerg-13343	438	6	8	8	NUM
fuelectenerg-13343	438	7	,	,	PUNCT
fuelectenerg-13343	438	8	no	no	INTJ
fuelectenerg-13343	438	9	.	.	NOUN
fuelectenerg-13343	438	10	1	1	NUM
fuelectenerg-13343	438	11	,	,	PUNCT
fuelectenerg-13343	438	12	pp	pp	ADJ
fuelectenerg-13343	438	13	.	.	PUNCT
fuelectenerg-13343	439	1	239	239	NUM
fuelectenerg-13343	439	2	-	-	SYM
fuelectenerg-13343	439	3	246	246	NUM
fuelectenerg-13343	439	4	,	,	PUNCT
fuelectenerg-13343	439	5	2024	2024	NUM
fuelectenerg-13343	439	6	.	.	PUNCT
fuelectenerg-13343	440	1	[	[	X
fuelectenerg-13343	440	2	24	24	NUM
fuelectenerg-13343	440	3	]	]	PUNCT
fuelectenerg-13343	440	4	m.	m.	NOUN
fuelectenerg-13343	440	5	jaiswal	jaiswal	PROPN
fuelectenerg-13343	440	6	and	and	CCONJ
fuelectenerg-13343	440	7	s.	s.	PROPN
fuelectenerg-13343	440	8	das	das	PROPN
fuelectenerg-13343	440	9	,	,	PUNCT
fuelectenerg-13343	440	10	"	"	PUNCT
fuelectenerg-13343	440	11	detecting	detect	VERB
fuelectenerg-13343	440	12	spam	spam	NOUN
fuelectenerg-13343	440	13	e	e	NOUN
fuelectenerg-13343	440	14	-	-	NOUN
fuelectenerg-13343	440	15	mails	mail	NOUN
fuelectenerg-13343	440	16	using	use	VERB
fuelectenerg-13343	440	17	stop	stop	NOUN
fuelectenerg-13343	440	18	word	word	NOUN
fuelectenerg-13343	440	19	tf	tf	PROPN
fuelectenerg-13343	440	20	-	-	PUNCT
fuelectenerg-13343	440	21	idf	idf	PROPN
fuelectenerg-13343	440	22	and	and	CCONJ
fuelectenerg-13343	440	23	stemming	stem	VERB
fuelectenerg-13343	440	24	algorithm	algorithm	NOUN
fuelectenerg-13343	440	25	with	with	ADP
fuelectenerg-13343	440	26	naïve	naïve	ADJ
fuelectenerg-13343	440	27	bayes	bayes	NOUN
fuelectenerg-13343	440	28	classifier	classifier	NOUN
fuelectenerg-13343	440	29	on	on	ADP
fuelectenerg-13343	440	30	the	the	DET
fuelectenerg-13343	440	31	multicore	multicore	ADJ
fuelectenerg-13343	440	32	gpu	gpu	PROPN
fuelectenerg-13343	440	33	"	"	PUNCT
fuelectenerg-13343	440	34	,	,	PUNCT
fuelectenerg-13343	440	35	int	int	PROPN
fuelectenerg-13343	440	36	.	.	PUNCT
fuelectenerg-13343	441	1	j.	j.	PROPN
fuelectenerg-13343	441	2	electr	electr	PROPN
fuelectenerg-13343	441	3	.	.	PUNCT
fuelectenerg-13343	442	1	comput	comput	NOUN
fuelectenerg-13343	442	2	.	.	PUNCT
fuelectenerg-13343	443	1	eng	eng	PROPN
fuelectenerg-13343	443	2	.	.	PROPN
fuelectenerg-13343	443	3	,	,	PUNCT
fuelectenerg-13343	443	4	vol	vol	NOUN
fuelectenerg-13343	443	5	.	.	PROPN
fuelectenerg-13343	443	6	11	11	NUM
fuelectenerg-13343	443	7	,	,	PUNCT
fuelectenerg-13343	443	8	no	no	INTJ
fuelectenerg-13343	443	9	.	.	NOUN
fuelectenerg-13343	443	10	4	4	NUM
fuelectenerg-13343	443	11	,	,	PUNCT
fuelectenerg-13343	443	12	pp	pp	ADJ
fuelectenerg-13343	443	13	.	.	PUNCT
fuelectenerg-13343	444	1	3168	3168	NUM
fuelectenerg-13343	444	2	-	-	SYM
fuelectenerg-13343	444	3	3175	3175	NUM
fuelectenerg-13343	444	4	,	,	PUNCT
fuelectenerg-13343	444	5	2021	2021	NUM
fuelectenerg-13343	444	6	.	.	PUNCT
fuelectenerg-13343	445	1	[	[	X
fuelectenerg-13343	445	2	25	25	NUM
fuelectenerg-13343	445	3	]	]	PUNCT
fuelectenerg-13343	445	4	k.	k.	PROPN
fuelectenerg-13343	445	5	k.	k.	PROPN
fuelectenerg-13343	445	6	mohbey	mohbey	PROPN
fuelectenerg-13343	445	7	and	and	CCONJ
fuelectenerg-13343	445	8	s.	s.	PROPN
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fuelectenerg-13343	445	10	,	,	PUNCT
fuelectenerg-13343	445	11	"	"	PUNCT
fuelectenerg-13343	445	12	preprocessing	preprocesse	VERB
fuelectenerg-13343	445	13	and	and	CCONJ
fuelectenerg-13343	445	14	morphological	morphological	ADJ
fuelectenerg-13343	445	15	analysis	analysis	NOUN
fuelectenerg-13343	445	16	in	in	ADP
fuelectenerg-13343	445	17	text	text	NOUN
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fuelectenerg-13343	445	19	"	"	PUNCT
fuelectenerg-13343	445	20	,	,	PUNCT
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fuelectenerg-13343	445	22	.	.	PUNCT
fuelectenerg-13343	446	1	j.	j.	PROPN
fuelectenerg-13343	446	2	electron	electron	PROPN
fuelectenerg-13343	446	3	.	.	PUNCT
fuelectenerg-13343	447	1	commun	commun	PROPN
fuelectenerg-13343	447	2	.	.	PUNCT
fuelectenerg-13343	448	1	comput	comput	PROPN
fuelectenerg-13343	448	2	.	.	PUNCT
fuelectenerg-13343	449	1	eng	eng	PROPN
fuelectenerg-13343	449	2	.	.	PROPN
fuelectenerg-13343	449	3	,	,	PUNCT
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fuelectenerg-13343	449	5	.	.	PROPN
fuelectenerg-13343	449	6	2	2	NUM
fuelectenerg-13343	449	7	,	,	PUNCT
fuelectenerg-13343	449	8	no	no	INTJ
fuelectenerg-13343	449	9	.	.	NOUN
fuelectenerg-13343	449	10	2	2	NUM
fuelectenerg-13343	449	11	,	,	PUNCT
fuelectenerg-13343	449	12	pp	pp	ADJ
fuelectenerg-13343	449	13	.	.	PUNCT
fuelectenerg-13343	450	1	116	116	NUM
fuelectenerg-13343	450	2	-	-	SYM
fuelectenerg-13343	450	3	122	122	NUM
fuelectenerg-13343	450	4	,	,	PUNCT
fuelectenerg-13343	450	5	2011	2011	NUM
fuelectenerg-13343	450	6	.	.	PUNCT
fuelectenerg-13343	451	1	[	[	X
fuelectenerg-13343	451	2	26	26	NUM
fuelectenerg-13343	451	3	]	]	PUNCT
fuelectenerg-13343	451	4	z.	z.	PROPN
fuelectenerg-13343	451	5	gou	gou	PROPN
fuelectenerg-13343	451	6	,	,	PUNCT
fuelectenerg-13343	451	7	z.	z.	PROPN
fuelectenerg-13343	451	8	huo	huo	PROPN
fuelectenerg-13343	451	9	,	,	PUNCT
fuelectenerg-13343	451	10	y.	y.	PROPN
fuelectenerg-13343	451	11	liu	liu	PROPN
fuelectenerg-13343	451	12	and	and	CCONJ
fuelectenerg-13343	451	13	y.	y.	PROPN
fuelectenerg-13343	451	14	yang	yang	PROPN
fuelectenerg-13343	451	15	,	,	PUNCT
fuelectenerg-13343	451	16	"	"	PUNCT
fuelectenerg-13343	451	17	a	a	DET
fuelectenerg-13343	451	18	method	method	NOUN
fuelectenerg-13343	451	19	for	for	ADP
fuelectenerg-13343	451	20	constructing	construct	VERB
fuelectenerg-13343	451	21	supervised	supervised	ADJ
fuelectenerg-13343	451	22	topic	topic	NOUN
fuelectenerg-13343	451	23	model	model	NOUN
fuelectenerg-13343	451	24	based	base	VERB
fuelectenerg-13343	451	25	on	on	ADP
fuelectenerg-13343	451	26	term	term	NOUN
fuelectenerg-13343	451	27	frequency	frequency	NOUN
fuelectenerg-13343	451	28	-	-	PUNCT
fuelectenerg-13343	451	29	inverse	inverse	NOUN
fuelectenerg-13343	451	30	topic	topic	NOUN
fuelectenerg-13343	451	31	frequency	frequency	NOUN
fuelectenerg-13343	451	32	"	"	PUNCT
fuelectenerg-13343	451	33	,	,	PUNCT
fuelectenerg-13343	451	34	symmetry	symmetry	NOUN
fuelectenerg-13343	451	35	,	,	PUNCT
fuelectenerg-13343	451	36	vol	vol	NOUN
fuelectenerg-13343	451	37	.	.	PROPN
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fuelectenerg-13343	451	39	,	,	PUNCT
fuelectenerg-13343	451	40	no	no	INTJ
fuelectenerg-13343	451	41	.	.	NOUN
fuelectenerg-13343	451	42	12	12	NUM
fuelectenerg-13343	451	43	,	,	PUNCT
fuelectenerg-13343	451	44	p.	p.	NOUN
fuelectenerg-13343	451	45	1486	1486	NUM
fuelectenerg-13343	451	46	,	,	PUNCT
fuelectenerg-13343	451	47	2019	2019	NUM
fuelectenerg-13343	451	48	.	.	PUNCT
fuelectenerg-13343	452	1	[	[	X
fuelectenerg-13343	452	2	27	27	NUM
fuelectenerg-13343	452	3	]	]	PUNCT
fuelectenerg-13343	452	4	a.	a.	NOUN
fuelectenerg-13343	452	5	k.	k.	PROPN
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fuelectenerg-13343	452	8	m.	m.	PROPN
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fuelectenerg-13343	452	11	"	"	PUNCT
fuelectenerg-13343	452	12	vectorization	vectorization	NOUN
fuelectenerg-13343	452	13	of	of	ADP
fuelectenerg-13343	452	14	text	text	NOUN
fuelectenerg-13343	452	15	documents	document	NOUN
fuelectenerg-13343	452	16	for	for	ADP
fuelectenerg-13343	452	17	identifying	identify	VERB
fuelectenerg-13343	452	18	unifiable	unifiable	ADJ
fuelectenerg-13343	452	19	news	news	NOUN
fuelectenerg-13343	452	20	articles	article	NOUN
fuelectenerg-13343	452	21	"	"	PUNCT
fuelectenerg-13343	452	22	,	,	PUNCT
fuelectenerg-13343	452	23	int	int	PROPN
fuelectenerg-13343	452	24	.	.	PUNCT
fuelectenerg-13343	453	1	j.	j.	PROPN
fuelectenerg-13343	453	2	adv	adv	PROPN
fuelectenerg-13343	453	3	.	.	PUNCT
fuelectenerg-13343	454	1	comput	comput	PROPN
fuelectenerg-13343	454	2	.	.	PUNCT
fuelectenerg-13343	455	1	sci	sci	PROPN
fuelectenerg-13343	455	2	.	.	PUNCT
fuelectenerg-13343	455	3	appl	appl	PROPN
fuelectenerg-13343	455	4	.	.	PROPN
fuelectenerg-13343	455	5	,	,	PUNCT
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fuelectenerg-13343	455	7	.	.	PROPN
fuelectenerg-13343	456	1	10	10	NUM
fuelectenerg-13343	456	2	,	,	PUNCT
fuelectenerg-13343	456	3	no	no	INTJ
fuelectenerg-13343	456	4	.	.	NOUN
fuelectenerg-13343	456	5	7	7	NUM
fuelectenerg-13343	456	6	,	,	PUNCT
fuelectenerg-13343	456	7	pp	pp	ADJ
fuelectenerg-13343	456	8	.	.	PUNCT
fuelectenerg-13343	457	1	305	305	NUM
fuelectenerg-13343	457	2	-	-	SYM
fuelectenerg-13343	457	3	310	310	NUM
fuelectenerg-13343	457	4	,	,	PUNCT
fuelectenerg-13343	457	5	2019	2019	NUM
fuelectenerg-13343	457	6	.	.	PUNCT
fuelectenerg-13343	458	1	[	[	X
fuelectenerg-13343	458	2	28	28	NUM
fuelectenerg-13343	458	3	]	]	X
fuelectenerg-13343	458	4	m.	m.	NOUN
fuelectenerg-13343	458	5	dehghani	dehghani	PROPN
fuelectenerg-13343	458	6	,	,	PUNCT
fuelectenerg-13343	458	7	z.	z.	PROPN
fuelectenerg-13343	458	8	montazeri	montazeri	PROPN
fuelectenerg-13343	458	9	,	,	PUNCT
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fuelectenerg-13343	458	11	trojovská	trojovská	PROPN
fuelectenerg-13343	458	12	and	and	CCONJ
fuelectenerg-13343	458	13	p.	p.	PROPN
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fuelectenerg-13343	458	15	,	,	PUNCT
fuelectenerg-13343	458	16	"	"	PUNCT
fuelectenerg-13343	458	17	coati	coati	NOUN
fuelectenerg-13343	458	18	optimization	optimization	NOUN
fuelectenerg-13343	458	19	algorithm	algorithm	NOUN
fuelectenerg-13343	458	20	:	:	PUNCT
fuelectenerg-13343	458	21	a	a	DET
fuelectenerg-13343	458	22	new	new	ADJ
fuelectenerg-13343	458	23	bioinspired	bioinspire	VERB
fuelectenerg-13343	458	24	metaheuristic	metaheuristic	ADJ
fuelectenerg-13343	458	25	algorithm	algorithm	NOUN
fuelectenerg-13343	458	26	for	for	ADP
fuelectenerg-13343	458	27	solving	solve	VERB
fuelectenerg-13343	458	28	optimization	optimization	NOUN
fuelectenerg-13343	458	29	problems	problem	NOUN
fuelectenerg-13343	458	30	"	"	PUNCT
fuelectenerg-13343	458	31	,	,	PUNCT
fuelectenerg-13343	458	32	knowl.-based	knowl.-based	PROPN
fuelectenerg-13343	458	33	syst	syst	PROPN
fuelectenerg-13343	458	34	.	.	PUNCT
fuelectenerg-13343	458	35	,	,	PUNCT
fuelectenerg-13343	458	36	vol	vol	NOUN
fuelectenerg-13343	458	37	.	.	PUNCT
fuelectenerg-13343	459	1	259	259	NUM
fuelectenerg-13343	459	2	,	,	PUNCT
fuelectenerg-13343	459	3	p.	p.	NOUN
fuelectenerg-13343	459	4	110011	110011	NUM
fuelectenerg-13343	459	5	,	,	PUNCT
fuelectenerg-13343	459	6	2023	2023	NUM
fuelectenerg-13343	459	7	.	.	PUNCT
fuelectenerg-13343	460	1	[	[	X
fuelectenerg-13343	460	2	29	29	NUM
fuelectenerg-13343	460	3	]	]	X
fuelectenerg-13343	460	4	v.	v.	CCONJ
fuelectenerg-13343	460	5	dalal	dalal	PROPN
fuelectenerg-13343	460	6	and	and	CCONJ
fuelectenerg-13343	460	7	l.	l.	PROPN
fuelectenerg-13343	460	8	malik	malik	PROPN
fuelectenerg-13343	460	9	,	,	PUNCT
fuelectenerg-13343	460	10	"	"	PUNCT
fuelectenerg-13343	460	11	semantic	semantic	ADJ
fuelectenerg-13343	460	12	graph	graph	NOUN
fuelectenerg-13343	460	13	-	-	PUNCT
fuelectenerg-13343	460	14	based	base	VERB
fuelectenerg-13343	460	15	automatic	automatic	ADJ
fuelectenerg-13343	460	16	text	text	NOUN
fuelectenerg-13343	460	17	summarization	summarization	NOUN
fuelectenerg-13343	460	18	for	for	ADP
fuelectenerg-13343	460	19	hindi	hindi	ADJ
fuelectenerg-13343	460	20	documents	document	NOUN
fuelectenerg-13343	460	21	using	use	VERB
fuelectenerg-13343	460	22	particle	particle	NOUN
fuelectenerg-13343	460	23	swarm	swarm	NOUN
fuelectenerg-13343	460	24	optimization	optimization	NOUN
fuelectenerg-13343	460	25	"	"	PUNCT
fuelectenerg-13343	460	26	,	,	PUNCT
fuelectenerg-13343	460	27	in	in	ADP
fuelectenerg-13343	460	28	information	information	NOUN
fuelectenerg-13343	460	29	and	and	CCONJ
fuelectenerg-13343	460	30	communication	communication	NOUN
fuelectenerg-13343	460	31	technology	technology	NOUN
fuelectenerg-13343	460	32	for	for	ADP
fuelectenerg-13343	460	33	intelligent	intelligent	ADJ
fuelectenerg-13343	460	34	systems	system	NOUN
fuelectenerg-13343	460	35	,	,	PUNCT
fuelectenerg-13343	460	36	springer	springer	NOUN
fuelectenerg-13343	460	37	,	,	PUNCT
fuelectenerg-13343	460	38	pp	pp	PROPN
fuelectenerg-13343	460	39	.	.	PUNCT
fuelectenerg-13343	460	40	284	284	NUM
fuelectenerg-13343	460	41	-	-	SYM
fuelectenerg-13343	460	42	289	289	NUM
fuelectenerg-13343	460	43	,	,	PUNCT
fuelectenerg-13343	460	44	2018	2018	NUM
fuelectenerg-13343	460	45	.	.	PUNCT
fuelectenerg-13343	461	1	improving	improve	VERB
fuelectenerg-13343	461	2	extractive	extractive	ADJ
fuelectenerg-13343	461	3	text	text	NOUN
fuelectenerg-13343	461	4	summarization	summarization	NOUN
fuelectenerg-13343	461	5	via	via	ADP
fuelectenerg-13343	461	6	efficient	efficient	ADJ
fuelectenerg-13343	461	7	coati	coati	PROPN
fuelectenerg-13343	461	8	algorithm	algorithm	NOUN
fuelectenerg-13343	461	9	for	for	ADP
fuelectenerg-13343	461	10	single	single	ADJ
fuelectenerg-13343	461	11	document	document	NOUN
fuelectenerg-13343	461	12	551	551	NUM
fuelectenerg-13343	461	13	[	[	SYM
fuelectenerg-13343	461	14	30	30	NUM
fuelectenerg-13343	461	15	]	]	X
fuelectenerg-13343	461	16	n.	n.	PROPN
fuelectenerg-13343	461	17	saini	saini	PROPN
fuelectenerg-13343	461	18	,	,	PUNCT
fuelectenerg-13343	461	19	s.	s.	PROPN
fuelectenerg-13343	461	20	saha	saha	PROPN
fuelectenerg-13343	461	21	,	,	PUNCT
fuelectenerg-13343	461	22	a.	a.	NOUN
fuelectenerg-13343	461	23	jangra	jangra	PROPN
fuelectenerg-13343	461	24	and	and	CCONJ
fuelectenerg-13343	461	25	p.	p.	NOUN
fuelectenerg-13343	461	26	bhattacharyya	bhattacharyya	ADJ
fuelectenerg-13343	461	27	,	,	PUNCT
fuelectenerg-13343	461	28	"	"	PUNCT
fuelectenerg-13343	461	29	extractive	extractive	ADJ
fuelectenerg-13343	461	30	single	single	ADJ
fuelectenerg-13343	461	31	document	document	NOUN
fuelectenerg-13343	461	32	summarization	summarization	NOUN
fuelectenerg-13343	461	33	using	use	VERB
fuelectenerg-13343	461	34	multi	multi	ADJ
fuelectenerg-13343	461	35	-	-	ADJ
fuelectenerg-13343	461	36	objective	objective	ADJ
fuelectenerg-13343	461	37	optimization	optimization	NOUN
fuelectenerg-13343	461	38	:	:	PUNCT
fuelectenerg-13343	461	39	exploring	explore	VERB
fuelectenerg-13343	461	40	self	self	NOUN
fuelectenerg-13343	461	41	-	-	PUNCT
fuelectenerg-13343	461	42	organized	organize	VERB
fuelectenerg-13343	461	43	differential	differential	NOUN
fuelectenerg-13343	461	44	evolution	evolution	NOUN
fuelectenerg-13343	461	45	,	,	PUNCT
fuelectenerg-13343	461	46	grey	grey	ADJ
fuelectenerg-13343	461	47	wolf	wolf	PROPN
fuelectenerg-13343	461	48	optimizer	optimizer	NOUN
fuelectenerg-13343	461	49	and	and	CCONJ
fuelectenerg-13343	461	50	water	water	NOUN
fuelectenerg-13343	461	51	cycle	cycle	NOUN
fuelectenerg-13343	461	52	algorithm	algorithm	NOUN
fuelectenerg-13343	461	53	"	"	PUNCT
fuelectenerg-13343	461	54	,	,	PUNCT
fuelectenerg-13343	461	55	knowl.-based	knowl.-based	PROPN
fuelectenerg-13343	461	56	syst	syst	PROPN
fuelectenerg-13343	461	57	.	.	PUNCT
fuelectenerg-13343	461	58	,	,	PUNCT
fuelectenerg-13343	461	59	vol	vol	NOUN
fuelectenerg-13343	461	60	.	.	NOUN
fuelectenerg-13343	461	61	164	164	NUM
fuelectenerg-13343	461	62	,	,	PUNCT
fuelectenerg-13343	461	63	pp	pp	ADJ
fuelectenerg-13343	461	64	.	.	PUNCT
fuelectenerg-13343	462	1	45	45	NUM
fuelectenerg-13343	462	2	-	-	SYM
fuelectenerg-13343	462	3	67	67	NUM
fuelectenerg-13343	462	4	,	,	PUNCT
fuelectenerg-13343	462	5	2019	2019	NUM
fuelectenerg-13343	462	6	.	.	PUNCT
fuelectenerg-13343	463	1	[	[	X
fuelectenerg-13343	463	2	31	31	NUM
fuelectenerg-13343	464	1	]	]	PUNCT
fuelectenerg-13343	464	2	j.	j.	PROPN
fuelectenerg-13343	464	3	rautaray	rautaray	PROPN
fuelectenerg-13343	464	4	et	et	PROPN
fuelectenerg-13343	464	5	al	al	PROPN
fuelectenerg-13343	464	6	.	.	PROPN
fuelectenerg-13343	464	7	,	,	PUNCT
fuelectenerg-13343	464	8	"	"	PUNCT
fuelectenerg-13343	464	9	seqabc	seqabc	ADJ
fuelectenerg-13343	464	10	:	:	PUNCT
fuelectenerg-13343	464	11	revolutionizing	revolutionize	VERB
fuelectenerg-13343	464	12	single	single	ADJ
fuelectenerg-13343	464	13	document	document	NOUN
fuelectenerg-13343	464	14	extractive	extractive	ADJ
fuelectenerg-13343	464	15	text	text	NOUN
fuelectenerg-13343	464	16	summarization	summarization	NOUN
fuelectenerg-13343	464	17	with	with	ADP
fuelectenerg-13343	464	18	quick	quick	ADJ
fuelectenerg-13343	464	19	artificial	artificial	ADJ
fuelectenerg-13343	464	20	bee	bee	NOUN
fuelectenerg-13343	464	21	colony	colony	NOUN
fuelectenerg-13343	464	22	"	"	PUNCT
fuelectenerg-13343	464	23	,	,	PUNCT
fuelectenerg-13343	464	24	nanotechnol	nanotechnol	NOUN
fuelectenerg-13343	464	25	.	.	PUNCT
fuelectenerg-13343	464	26	percept	percept	PROPN
fuelectenerg-13343	464	27	.	.	PROPN
fuelectenerg-13343	464	28	,	,	PUNCT
fuelectenerg-13343	464	29	pp	pp	ADJ
fuelectenerg-13343	464	30	.	.	PUNCT
fuelectenerg-13343	465	1	737	737	NUM
fuelectenerg-13343	465	2	-	-	SYM
fuelectenerg-13343	465	3	750	750	NUM
fuelectenerg-13343	465	4	,	,	PUNCT
fuelectenerg-13343	465	5	2024	2024	NUM
fuelectenerg-13343	465	6	.	.	PUNCT
fuelectenerg-13343	466	1	[	[	X
fuelectenerg-13343	466	2	32	32	NUM
fuelectenerg-13343	466	3	]	]	PUNCT
fuelectenerg-13343	466	4	m.	m.	NOUN
fuelectenerg-13343	466	5	mendoza	mendoza	PROPN
fuelectenerg-13343	466	6	,	,	PUNCT
fuelectenerg-13343	466	7	c.	c.	PROPN
fuelectenerg-13343	466	8	cobos	cobos	PROPN
fuelectenerg-13343	466	9	and	and	CCONJ
fuelectenerg-13343	466	10	e.	e.	PROPN
fuelectenerg-13343	466	11	león	león	PROPN
fuelectenerg-13343	466	12	,	,	PUNCT
fuelectenerg-13343	466	13	"	"	PUNCT
fuelectenerg-13343	466	14	extractive	extractive	ADJ
fuelectenerg-13343	466	15	single	single	ADJ
fuelectenerg-13343	466	16	-	-	PUNCT
fuelectenerg-13343	466	17	document	document	NOUN
fuelectenerg-13343	466	18	summarization	summarization	NOUN
fuelectenerg-13343	466	19	based	base	VERB
fuelectenerg-13343	466	20	on	on	ADP
fuelectenerg-13343	466	21	global	global	ADJ
fuelectenerg-13343	466	22	-	-	PUNCT
fuelectenerg-13343	466	23	best	good	ADJ
fuelectenerg-13343	466	24	harmony	harmony	NOUN
fuelectenerg-13343	466	25	search	search	NOUN
fuelectenerg-13343	466	26	and	and	CCONJ
fuelectenerg-13343	466	27	a	a	DET
fuelectenerg-13343	466	28	greedy	greedy	ADJ
fuelectenerg-13343	466	29	local	local	ADJ
fuelectenerg-13343	466	30	optimizer	optimizer	NOUN
fuelectenerg-13343	466	31	"	"	PUNCT
fuelectenerg-13343	466	32	,	,	PUNCT
fuelectenerg-13343	466	33	in	in	ADP
fuelectenerg-13343	466	34	advances	advance	NOUN
fuelectenerg-13343	466	35	in	in	ADP
fuelectenerg-13343	466	36	artificial	artificial	ADJ
fuelectenerg-13343	466	37	intelligence	intelligence	NOUN
fuelectenerg-13343	466	38	and	and	CCONJ
fuelectenerg-13343	466	39	its	its	PRON
fuelectenerg-13343	466	40	applications	application	NOUN
fuelectenerg-13343	466	41	,	,	PUNCT
fuelectenerg-13343	466	42	springer	springer	NOUN
fuelectenerg-13343	466	43	,	,	PUNCT
fuelectenerg-13343	466	44	pp	pp	ADJ
fuelectenerg-13343	466	45	.	.	PUNCT
fuelectenerg-13343	466	46	52	52	NUM
fuelectenerg-13343	466	47	-	-	SYM
fuelectenerg-13343	466	48	66	66	NUM
fuelectenerg-13343	466	49	,	,	PUNCT
fuelectenerg-13343	466	50	2015	2015	NUM
fuelectenerg-13343	466	51	.	.	PUNCT
fuelectenerg-13343	467	1	[	[	X
fuelectenerg-13343	467	2	33	33	NUM
fuelectenerg-13343	467	3	]	]	PUNCT
fuelectenerg-13343	467	4	h.	h.	PROPN
fuelectenerg-13343	467	5	zhang	zhang	PROPN
fuelectenerg-13343	467	6	,	,	PUNCT
fuelectenerg-13343	467	7	p.	p.	PROPN
fuelectenerg-13343	467	8	s.	s.	PROPN
fuelectenerg-13343	467	9	yu	yu	PROPN
fuelectenerg-13343	467	10	and	and	CCONJ
fuelectenerg-13343	467	11	j.	j.	PROPN
fuelectenerg-13343	467	12	zhang	zhang	PROPN
fuelectenerg-13343	467	13	,	,	PUNCT
fuelectenerg-13343	467	14	"	"	PUNCT
fuelectenerg-13343	467	15	a	a	DET
fuelectenerg-13343	467	16	systematic	systematic	ADJ
fuelectenerg-13343	467	17	survey	survey	NOUN
fuelectenerg-13343	467	18	of	of	ADP
fuelectenerg-13343	467	19	text	text	NOUN
fuelectenerg-13343	467	20	summarization	summarization	NOUN
fuelectenerg-13343	467	21	:	:	PUNCT
fuelectenerg-13343	467	22	from	from	ADP
fuelectenerg-13343	467	23	statistical	statistical	ADJ
fuelectenerg-13343	467	24	methods	method	NOUN
fuelectenerg-13343	467	25	to	to	ADP
fuelectenerg-13343	467	26	large	large	ADJ
fuelectenerg-13343	467	27	language	language	NOUN
fuelectenerg-13343	467	28	models	model	NOUN
fuelectenerg-13343	467	29	"	"	PUNCT
fuelectenerg-13343	467	30	,	,	PUNCT
fuelectenerg-13343	467	31	arxiv	arxiv	PROPN
fuelectenerg-13343	467	32	preprint	preprint	NOUN
fuelectenerg-13343	467	33	,	,	PUNCT
fuelectenerg-13343	467	34	arxiv:2406.11289	arxiv:2406.11289	PROPN
fuelectenerg-13343	467	35	,	,	PUNCT
fuelectenerg-13343	467	36	2024	2024	NUM
fuelectenerg-13343	467	37	.	.	PUNCT
fuelectenerg-13343	468	1	[	[	X
fuelectenerg-13343	468	2	34	34	NUM
fuelectenerg-13343	468	3	]	]	X
fuelectenerg-13343	468	4	d.	d.	PROPN
fuelectenerg-13343	468	5	yadav	yadav	PROPN
fuelectenerg-13343	468	6	,	,	PUNCT
fuelectenerg-13343	468	7	j.	j.	PROPN
fuelectenerg-13343	468	8	desai	desai	PROPN
fuelectenerg-13343	468	9	and	and	CCONJ
fuelectenerg-13343	468	10	a.	a.	PROPN
fuelectenerg-13343	468	11	k.	k.	PROPN
fuelectenerg-13343	468	12	yadav	yadav	PROPN
fuelectenerg-13343	468	13	,	,	PUNCT
fuelectenerg-13343	468	14	"	"	PUNCT
fuelectenerg-13343	468	15	automatic	automatic	ADJ
fuelectenerg-13343	468	16	text	text	NOUN
fuelectenerg-13343	468	17	summarization	summarization	NOUN
fuelectenerg-13343	468	18	methods	method	NOUN
fuelectenerg-13343	468	19	:	:	PUNCT
fuelectenerg-13343	468	20	a	a	DET
fuelectenerg-13343	468	21	comprehensive	comprehensive	ADJ
fuelectenerg-13343	468	22	review	review	NOUN
fuelectenerg-13343	468	23	"	"	PUNCT
fuelectenerg-13343	468	24	,	,	PUNCT
fuelectenerg-13343	468	25	arxiv	arxiv	PROPN
fuelectenerg-13343	468	26	preprint	preprint	NOUN
fuelectenerg-13343	468	27	,	,	PUNCT
fuelectenerg-13343	468	28	arxiv:2204.01849	arxiv:2204.01849	PROPN
fuelectenerg-13343	468	29	,	,	PUNCT
fuelectenerg-13343	468	30	mar	mar	PROPN
fuelectenerg-13343	468	31	.	.	PROPN
fuelectenerg-13343	468	32	2022	2022	NUM
fuelectenerg-13343	468	33	.	.	PUNCT
fuelectenerg-13343	469	1	[	[	X
fuelectenerg-13343	469	2	35	35	NUM
fuelectenerg-13343	469	3	]	]	X
fuelectenerg-13343	469	4	s.	s.	PROPN
fuelectenerg-13343	469	5	mirjalili	mirjalili	PROPN
fuelectenerg-13343	469	6	,	,	PUNCT
fuelectenerg-13343	469	7	s.	s.	PROPN
fuelectenerg-13343	469	8	m.	m.	PROPN
fuelectenerg-13343	469	9	mirjalili	mirjalili	PROPN
fuelectenerg-13343	469	10	and	and	CCONJ
fuelectenerg-13343	469	11	a.	a.	PROPN
fuelectenerg-13343	469	12	lewis	lewis	PROPN
fuelectenerg-13343	469	13	,	,	PUNCT
fuelectenerg-13343	469	14	"	"	PUNCT
fuelectenerg-13343	469	15	grey	grey	ADJ
fuelectenerg-13343	469	16	wolf	wolf	PROPN
fuelectenerg-13343	469	17	optimizer	optimizer	NOUN
fuelectenerg-13343	469	18	"	"	PUNCT
fuelectenerg-13343	469	19	,	,	PUNCT
fuelectenerg-13343	469	20	adv	adv	PROPN
fuelectenerg-13343	469	21	.	.	PUNCT
fuelectenerg-13343	470	1	eng	eng	PROPN
fuelectenerg-13343	470	2	.	.	PROPN
fuelectenerg-13343	470	3	soft	soft	ADJ
fuelectenerg-13343	470	4	.	.	PUNCT
fuelectenerg-13343	470	5	,	,	PUNCT
fuelectenerg-13343	470	6	vol	vol	NOUN
fuelectenerg-13343	470	7	.	.	PROPN
fuelectenerg-13343	471	1	69	69	NUM
fuelectenerg-13343	471	2	,	,	PUNCT
fuelectenerg-13343	472	1	pp	pp	ADJ
fuelectenerg-13343	472	2	.	.	PUNCT
fuelectenerg-13343	473	1	46	46	NUM
fuelectenerg-13343	473	2	-	-	SYM
fuelectenerg-13343	473	3	61	61	NUM
fuelectenerg-13343	473	4	,	,	PUNCT
fuelectenerg-13343	473	5	2014	2014	NUM
fuelectenerg-13343	473	6	.	.	PUNCT
fuelectenerg-13343	474	1	[	[	X
fuelectenerg-13343	474	2	36	36	NUM
fuelectenerg-13343	474	3	]	]	X
fuelectenerg-13343	474	4	d.	d.	PROPN
fuelectenerg-13343	474	5	karaboga	karaboga	PROPN
fuelectenerg-13343	474	6	and	and	CCONJ
fuelectenerg-13343	474	7	b.	b.	PROPN
fuelectenerg-13343	474	8	basturk	basturk	PROPN
fuelectenerg-13343	474	9	,	,	PUNCT
fuelectenerg-13343	474	10	"	"	PUNCT
fuelectenerg-13343	474	11	a	a	DET
fuelectenerg-13343	474	12	powerful	powerful	ADJ
fuelectenerg-13343	474	13	and	and	CCONJ
fuelectenerg-13343	474	14	efficient	efficient	ADJ
fuelectenerg-13343	474	15	algorithm	algorithm	NOUN
fuelectenerg-13343	474	16	for	for	ADP
fuelectenerg-13343	474	17	numerical	numerical	ADJ
fuelectenerg-13343	474	18	function	function	PROPN
fuelectenerg-13343	474	19	optimization	optimization	NOUN
fuelectenerg-13343	474	20	:	:	PUNCT
fuelectenerg-13343	474	21	artificial	artificial	ADJ
fuelectenerg-13343	474	22	bee	bee	NOUN
fuelectenerg-13343	474	23	colony	colony	NOUN
fuelectenerg-13343	474	24	(	(	PUNCT
fuelectenerg-13343	474	25	abc	abc	PROPN
fuelectenerg-13343	474	26	)	)	PUNCT
fuelectenerg-13343	474	27	algorithm	algorithm	NOUN
fuelectenerg-13343	474	28	"	"	PUNCT
fuelectenerg-13343	474	29	,	,	PUNCT
fuelectenerg-13343	474	30	j.	j.	PROPN
fuelectenerg-13343	474	31	glob	glob	PROPN
fuelectenerg-13343	474	32	.	.	PROPN
fuelectenerg-13343	475	1	optim	optim	PROPN
fuelectenerg-13343	475	2	.	.	PUNCT
fuelectenerg-13343	475	3	,	,	PUNCT
fuelectenerg-13343	475	4	vol	vol	NOUN
fuelectenerg-13343	475	5	.	.	PROPN
fuelectenerg-13343	475	6	39	39	NUM
fuelectenerg-13343	475	7	,	,	PUNCT
fuelectenerg-13343	475	8	no	no	INTJ
fuelectenerg-13343	475	9	.	.	NOUN
fuelectenerg-13343	475	10	3	3	NUM
fuelectenerg-13343	475	11	,	,	PUNCT
fuelectenerg-13343	475	12	pp	pp	ADJ
fuelectenerg-13343	475	13	.	.	PUNCT
fuelectenerg-13343	476	1	459	459	NUM
fuelectenerg-13343	476	2	-	-	SYM
fuelectenerg-13343	476	3	471	471	NUM
fuelectenerg-13343	476	4	,	,	PUNCT
fuelectenerg-13343	476	5	2007	2007	NUM
fuelectenerg-13343	476	6	.	.	PUNCT
fuelectenerg-13343	477	1	[	[	X
fuelectenerg-13343	477	2	37	37	NUM
fuelectenerg-13343	477	3	]	]	X
fuelectenerg-13343	477	4	g.	g.	PROPN
fuelectenerg-13343	477	5	wang	wang	PROPN
fuelectenerg-13343	477	6	,	,	PUNCT
fuelectenerg-13343	477	7	s.	s.	PROPN
fuelectenerg-13343	477	8	deb	deb	PROPN
fuelectenerg-13343	477	9	and	and	CCONJ
fuelectenerg-13343	477	10	l.	l.	PROPN
fuelectenerg-13343	477	11	zhao	zhao	PROPN
fuelectenerg-13343	477	12	,	,	PUNCT
fuelectenerg-13343	477	13	"	"	PUNCT
fuelectenerg-13343	477	14	a	a	DET
fuelectenerg-13343	477	15	multi	multi	ADJ
fuelectenerg-13343	477	16	-	-	ADJ
fuelectenerg-13343	477	17	colony	colony	ADJ
fuelectenerg-13343	477	18	multi	multi	ADJ
fuelectenerg-13343	477	19	-	-	ADJ
fuelectenerg-13343	477	20	objective	objective	ADJ
fuelectenerg-13343	477	21	particle	particle	NOUN
fuelectenerg-13343	477	22	swarm	swarm	NOUN
fuelectenerg-13343	477	23	optimizer	optimizer	NOUN
fuelectenerg-13343	477	24	for	for	ADP
fuelectenerg-13343	477	25	dynamic	dynamic	ADJ
fuelectenerg-13343	477	26	optimization	optimization	NOUN
fuelectenerg-13343	477	27	problems	problem	NOUN
fuelectenerg-13343	477	28	"	"	PUNCT
fuelectenerg-13343	477	29	,	,	PUNCT
fuelectenerg-13343	477	30	eng	eng	PROPN
fuelectenerg-13343	477	31	.	.	PUNCT
fuelectenerg-13343	477	32	appl	appl	PROPN
fuelectenerg-13343	477	33	.	.	PUNCT
fuelectenerg-13343	478	1	artif	artif	PROPN
fuelectenerg-13343	478	2	.	.	PUNCT
fuelectenerg-13343	479	1	intell	intell	PROPN
fuelectenerg-13343	479	2	.	.	PUNCT
fuelectenerg-13343	480	1	,	,	PUNCT
fuelectenerg-13343	480	2	vol	vol	NOUN
fuelectenerg-13343	480	3	.	.	PROPN
fuelectenerg-13343	481	1	62	62	NUM
fuelectenerg-13343	481	2	,	,	PUNCT
fuelectenerg-13343	481	3	pp	pp	ADJ
fuelectenerg-13343	481	4	.	.	PUNCT
fuelectenerg-13343	482	1	3	3	NUM
fuelectenerg-13343	482	2	-	-	SYM
fuelectenerg-13343	482	3	15	15	NUM
fuelectenerg-13343	482	4	,	,	PUNCT
fuelectenerg-13343	482	5	2017	2017	NUM
fuelectenerg-13343	482	6	.	.	PUNCT
fuelectenerg-13343	483	1	[	[	X
fuelectenerg-13343	483	2	38	38	NUM
fuelectenerg-13343	483	3	]	]	PUNCT
fuelectenerg-13343	483	4	s.	s.	PROPN
fuelectenerg-13343	483	5	sharma	sharma	PROPN
fuelectenerg-13343	483	6	,	,	PUNCT
fuelectenerg-13343	483	7	a.	a.	PROPN
fuelectenerg-13343	483	8	verma	verma	PROPN
fuelectenerg-13343	483	9	and	and	CCONJ
fuelectenerg-13343	483	10	p.	p.	PROPN
fuelectenerg-13343	483	11	k.	k.	PROPN
fuelectenerg-13343	483	12	shukla	shukla	PROPN
fuelectenerg-13343	483	13	,	,	PUNCT
fuelectenerg-13343	483	14	"	"	PUNCT
fuelectenerg-13343	483	15	a	a	DET
fuelectenerg-13343	483	16	novel	novel	ADJ
fuelectenerg-13343	483	17	glowworm	glowworm	NOUN
fuelectenerg-13343	483	18	swarm	swarm	NOUN
fuelectenerg-13343	483	19	optimization	optimization	NOUN
fuelectenerg-13343	483	20	algorithm	algorithm	NOUN
fuelectenerg-13343	483	21	for	for	ADP
fuelectenerg-13343	483	22	text	text	NOUN
fuelectenerg-13343	483	23	document	document	NOUN
fuelectenerg-13343	483	24	summarization	summarization	NOUN
fuelectenerg-13343	483	25	"	"	PUNCT
fuelectenerg-13343	483	26	,	,	PUNCT
fuelectenerg-13343	483	27	expert	expert	NOUN
fuelectenerg-13343	483	28	syst	syst	NOUN
fuelectenerg-13343	483	29	.	.	PUNCT
fuelectenerg-13343	484	1	appl	appl	PROPN
fuelectenerg-13343	484	2	.	.	PROPN
fuelectenerg-13343	484	3	,	,	PUNCT
fuelectenerg-13343	484	4	vol	vol	NOUN
fuelectenerg-13343	484	5	.	.	PROPN
fuelectenerg-13343	484	6	160	160	NUM
fuelectenerg-13343	484	7	,	,	PUNCT
fuelectenerg-13343	484	8	p.	p.	NOUN
fuelectenerg-13343	484	9	113653	113653	NUM
fuelectenerg-13343	484	10	,	,	PUNCT
fuelectenerg-13343	484	11	2020	2020	NUM
fuelectenerg-13343	484	12	.	.	PUNCT
fuelectenerg-13343	485	1	[	[	X
fuelectenerg-13343	485	2	39	39	NUM
fuelectenerg-13343	485	3	]	]	PUNCT
fuelectenerg-13343	485	4	x.	x.	NOUN
fuelectenerg-13343	485	5	yuan	yuan	PROPN
fuelectenerg-13343	485	6	,	,	PUNCT
fuelectenerg-13343	485	7	y.	y.	PROPN
fuelectenerg-13343	485	8	xu	xu	PROPN
fuelectenerg-13343	485	9	,	,	PUNCT
fuelectenerg-13343	485	10	l.	l.	PROPN
fuelectenerg-13343	485	11	gao	gao	PROPN
fuelectenerg-13343	485	12	and	and	CCONJ
fuelectenerg-13343	485	13	y.	y.	PROPN
fuelectenerg-13343	485	14	zhang	zhang	PROPN
fuelectenerg-13343	485	15	,	,	PUNCT
fuelectenerg-13343	485	16	"	"	PUNCT
fuelectenerg-13343	485	17	a	a	DET
fuelectenerg-13343	485	18	quick	quick	ADJ
fuelectenerg-13343	485	19	artificial	artificial	ADJ
fuelectenerg-13343	485	20	bee	bee	NOUN
fuelectenerg-13343	485	21	colony	colony	NOUN
fuelectenerg-13343	485	22	algorithm	algorithm	NOUN
fuelectenerg-13343	485	23	for	for	ADP
fuelectenerg-13343	485	24	large	large	ADJ
fuelectenerg-13343	485	25	-	-	PUNCT
fuelectenerg-13343	485	26	scale	scale	NOUN
fuelectenerg-13343	485	27	numerical	numerical	ADJ
fuelectenerg-13343	485	28	optimization	optimization	NOUN
fuelectenerg-13343	485	29	"	"	PUNCT
fuelectenerg-13343	485	30	,	,	PUNCT
fuelectenerg-13343	485	31	appl	appl	PROPN
fuelectenerg-13343	485	32	.	.	PUNCT
fuelectenerg-13343	485	33	soft	soft	ADJ
fuelectenerg-13343	485	34	comput	comput	NOUN
fuelectenerg-13343	485	35	.	.	PUNCT
fuelectenerg-13343	485	36	,	,	PUNCT
fuelectenerg-13343	485	37	vol	vol	NOUN
fuelectenerg-13343	485	38	.	.	PROPN
fuelectenerg-13343	486	1	48	48	NUM
fuelectenerg-13343	486	2	,	,	PUNCT
fuelectenerg-13343	486	3	pp	pp	ADJ
fuelectenerg-13343	486	4	.	.	PUNCT
fuelectenerg-13343	487	1	579	579	NUM
fuelectenerg-13343	487	2	-	-	SYM
fuelectenerg-13343	487	3	596	596	NUM
fuelectenerg-13343	487	4	,	,	PUNCT
fuelectenerg-13343	487	5	2016	2016	NUM
fuelectenerg-13343	487	6	.	.	PUNCT