id	sid	tid	token	lemma	pos
ijassa-1513	1	1	microsoft	microsoft	PROPN
ijassa-1513	1	2	word	word	NOUN
ijassa-1513	1	3	1513	1513	NUM
ijassa-1513	1	4	-	-	PUNCT
ijassa-1513	1	5	source	source	NOUN
ijassa-1513	1	6	texts-7008	texts-7008	NOUN
ijassa-1513	1	7	-	-	PUNCT
ijassa-1513	1	8	1	1	NUM
ijassa-1513	1	9	-	-	PUNCT
ijassa-1513	1	10	6	6	NUM
ijassa-1513	1	11	-	-	PUNCT
ijassa-1513	1	12	20240404	20240404	NUM
ijassa-1513	1	13	adv	adv	PROPN
ijassa-1513	1	14	syst	syst	PROPN
ijassa-1513	1	15	sci	sci	PROPN
ijassa-1513	1	16	appl	appl	PROPN
ijassa-1513	1	17	2024	2024	NUM
ijassa-1513	1	18	;	;	PUNCT
ijassa-1513	1	19	02	02	NUM
ijassa-1513	1	20	;	;	PUNCT
ijassa-1513	1	21	133	133	NUM
ijassa-1513	1	22	-	-	SYM
ijassa-1513	1	23	165	165	NUM
ijassa-1513	1	24	published	publish	VERB
ijassa-1513	1	25	online	online	ADV
ijassa-1513	1	26	at	at	ADP
ijassa-1513	1	27	https://ijassa.ipu.ru	https://ijassa.ipu.ru	ADV
ijassa-1513	1	28	.	.	PUNCT
ijassa-1513	2	1	text	text	NOUN
ijassa-1513	2	2	classification	classification	NOUN
ijassa-1513	2	3	technologies	technology	NOUN
ijassa-1513	2	4	in	in	ADP
ijassa-1513	2	5	document	document	NOUN
ijassa-1513	2	6	categorization	categorization	NOUN
ijassa-1513	2	7	systems	system	NOUN
ijassa-1513	2	8	.	.	PUNCT
ijassa-1513	3	1	a	a	DET
ijassa-1513	3	2	survey	survey	NOUN
ijassa-1513	3	3	alla	alla	NOUN
ijassa-1513	3	4	kravets	kravet	NOUN
ijassa-1513	3	5	,	,	PUNCT
ijassa-1513	3	6	dmitriy	dmitriy	PROPN
ijassa-1513	3	7	semenochkin	semenochkin	PROPN
ijassa-1513	3	8	volgograd	volgograd	PROPN
ijassa-1513	3	9	state	state	PROPN
ijassa-1513	3	10	technical	technical	PROPN
ijassa-1513	3	11	university	university	PROPN
ijassa-1513	3	12	,	,	PUNCT
ijassa-1513	3	13	volgograd	volgograd	PROPN
ijassa-1513	3	14	,	,	PUNCT
ijassa-1513	3	15	russia	russia	PROPN
ijassa-1513	3	16	abstract	abstract	NOUN
ijassa-1513	3	17	:	:	PUNCT
ijassa-1513	3	18	this	this	DET
ijassa-1513	3	19	paper	paper	NOUN
ijassa-1513	3	20	presents	present	VERB
ijassa-1513	3	21	a	a	DET
ijassa-1513	3	22	literature	literature	NOUN
ijassa-1513	3	23	review	review	NOUN
ijassa-1513	3	24	from	from	ADP
ijassa-1513	3	25	2013	2013	NUM
ijassa-1513	3	26	to	to	ADP
ijassa-1513	3	27	2022	2022	NUM
ijassa-1513	3	28	on	on	ADP
ijassa-1513	3	29	technologies	technology	NOUN
ijassa-1513	3	30	and	and	CCONJ
ijassa-1513	3	31	datasets	dataset	NOUN
ijassa-1513	3	32	used	use	VERB
ijassa-1513	3	33	in	in	ADP
ijassa-1513	3	34	the	the	DET
ijassa-1513	3	35	field	field	NOUN
ijassa-1513	3	36	of	of	ADP
ijassa-1513	3	37	text	text	NOUN
ijassa-1513	3	38	classification	classification	NOUN
ijassa-1513	3	39	.	.	PUNCT
ijassa-1513	4	1	the	the	DET
ijassa-1513	4	2	review	review	NOUN
ijassa-1513	4	3	covered	cover	VERB
ijassa-1513	4	4	110	110	NUM
ijassa-1513	4	5	sources	source	NOUN
ijassa-1513	4	6	from	from	ADP
ijassa-1513	4	7	5	5	NUM
ijassa-1513	4	8	scientific	scientific	ADJ
ijassa-1513	4	9	databases	database	NOUN
ijassa-1513	4	10	,	,	PUNCT
ijassa-1513	4	11	the	the	DET
ijassa-1513	4	12	main	main	ADJ
ijassa-1513	4	13	criterion	criterion	NOUN
ijassa-1513	4	14	for	for	ADP
ijassa-1513	4	15	inclusion	inclusion	NOUN
ijassa-1513	4	16	was	be	AUX
ijassa-1513	4	17	the	the	DET
ijassa-1513	4	18	presence	presence	NOUN
ijassa-1513	4	19	of	of	ADP
ijassa-1513	4	20	an	an	DET
ijassa-1513	4	21	experimental	experimental	ADJ
ijassa-1513	4	22	part	part	NOUN
ijassa-1513	4	23	involving	involve	VERB
ijassa-1513	4	24	a	a	DET
ijassa-1513	4	25	classifier	classifier	NOUN
ijassa-1513	4	26	or	or	CCONJ
ijassa-1513	4	27	other	other	ADJ
ijassa-1513	4	28	technologies	technology	NOUN
ijassa-1513	4	29	related	relate	VERB
ijassa-1513	4	30	to	to	ADP
ijassa-1513	4	31	the	the	DET
ijassa-1513	4	32	classification	classification	NOUN
ijassa-1513	4	33	process	process	NOUN
ijassa-1513	4	34	.	.	PUNCT
ijassa-1513	5	1	the	the	DET
ijassa-1513	5	2	study	study	NOUN
ijassa-1513	5	3	reviewed	review	VERB
ijassa-1513	5	4	the	the	DET
ijassa-1513	5	5	classification	classification	NOUN
ijassa-1513	5	6	process	process	NOUN
ijassa-1513	5	7	and	and	CCONJ
ijassa-1513	5	8	highlighted	highlight	VERB
ijassa-1513	5	9	three	three	NUM
ijassa-1513	5	10	main	main	ADJ
ijassa-1513	5	11	stages	stage	NOUN
ijassa-1513	5	12	of	of	ADP
ijassa-1513	5	13	text	text	NOUN
ijassa-1513	5	14	classification	classification	NOUN
ijassa-1513	5	15	:	:	PUNCT
ijassa-1513	5	16	data	datum	NOUN
ijassa-1513	5	17	preparation	preparation	NOUN
ijassa-1513	5	18	,	,	PUNCT
ijassa-1513	5	19	classifier	classifier	NOUN
ijassa-1513	5	20	training	training	NOUN
ijassa-1513	5	21	,	,	PUNCT
ijassa-1513	5	22	and	and	CCONJ
ijassa-1513	5	23	evaluation	evaluation	NOUN
ijassa-1513	5	24	of	of	ADP
ijassa-1513	5	25	results	result	NOUN
ijassa-1513	5	26	.	.	PUNCT
ijassa-1513	6	1	using	use	VERB
ijassa-1513	6	2	kitchenham	kitchenham	PROPN
ijassa-1513	6	3	's	's	PART
ijassa-1513	6	4	systematic	systematic	ADJ
ijassa-1513	6	5	literature	literature	NOUN
ijassa-1513	6	6	review	review	NOUN
ijassa-1513	6	7	methodology	methodology	NOUN
ijassa-1513	6	8	,	,	PUNCT
ijassa-1513	6	9	scholarly	scholarly	ADJ
ijassa-1513	6	10	articles	article	NOUN
ijassa-1513	6	11	dealing	deal	VERB
ijassa-1513	6	12	with	with	ADP
ijassa-1513	6	13	text	text	NOUN
ijassa-1513	6	14	classification	classification	NOUN
ijassa-1513	6	15	problems	problem	NOUN
ijassa-1513	6	16	were	be	AUX
ijassa-1513	6	17	collected	collect	VERB
ijassa-1513	6	18	and	and	CCONJ
ijassa-1513	6	19	analyzed	analyze	VERB
ijassa-1513	6	20	.	.	PUNCT
ijassa-1513	7	1	a	a	DET
ijassa-1513	7	2	sample	sample	NOUN
ijassa-1513	7	3	of	of	ADP
ijassa-1513	7	4	243	243	NUM
ijassa-1513	7	5	articles	article	NOUN
ijassa-1513	7	6	was	be	AUX
ijassa-1513	7	7	obtained	obtain	VERB
ijassa-1513	7	8	,	,	PUNCT
ijassa-1513	7	9	and	and	CCONJ
ijassa-1513	7	10	after	after	ADP
ijassa-1513	7	11	screening	screen	VERB
ijassa-1513	7	12	,	,	PUNCT
ijassa-1513	7	13	a	a	DET
ijassa-1513	7	14	resulting	result	VERB
ijassa-1513	7	15	sample	sample	NOUN
ijassa-1513	7	16	of	of	ADP
ijassa-1513	7	17	110	110	NUM
ijassa-1513	7	18	articles	article	NOUN
ijassa-1513	7	19	was	be	AUX
ijassa-1513	7	20	obtained	obtain	VERB
ijassa-1513	7	21	.	.	PUNCT
ijassa-1513	8	1	guided	guide	VERB
ijassa-1513	8	2	by	by	ADP
ijassa-1513	8	3	the	the	DET
ijassa-1513	8	4	two	two	NUM
ijassa-1513	8	5	research	research	NOUN
ijassa-1513	8	6	questions	question	NOUN
ijassa-1513	8	7	posed	pose	VERB
ijassa-1513	8	8	,	,	PUNCT
ijassa-1513	8	9	this	this	DET
ijassa-1513	8	10	sample	sample	NOUN
ijassa-1513	8	11	was	be	AUX
ijassa-1513	8	12	analyzed	analyze	VERB
ijassa-1513	8	13	and	and	CCONJ
ijassa-1513	8	14	the	the	DET
ijassa-1513	8	15	results	result	NOUN
ijassa-1513	8	16	of	of	ADP
ijassa-1513	8	17	the	the	DET
ijassa-1513	8	18	analysis	analysis	NOUN
ijassa-1513	8	19	were	be	AUX
ijassa-1513	8	20	presented	present	VERB
ijassa-1513	8	21	in	in	ADP
ijassa-1513	8	22	graphical	graphical	ADJ
ijassa-1513	8	23	format	format	NOUN
ijassa-1513	8	24	.	.	PUNCT
ijassa-1513	9	1	for	for	ADP
ijassa-1513	9	2	each	each	PRON
ijassa-1513	9	3	of	of	ADP
ijassa-1513	9	4	the	the	DET
ijassa-1513	9	5	identified	identify	VERB
ijassa-1513	9	6	stages	stage	NOUN
ijassa-1513	9	7	of	of	ADP
ijassa-1513	9	8	classification	classification	NOUN
ijassa-1513	9	9	,	,	PUNCT
ijassa-1513	9	10	the	the	DET
ijassa-1513	9	11	frequency	frequency	NOUN
ijassa-1513	9	12	of	of	ADP
ijassa-1513	9	13	use	use	NOUN
ijassa-1513	9	14	of	of	ADP
ijassa-1513	9	15	the	the	DET
ijassa-1513	9	16	main	main	ADJ
ijassa-1513	9	17	technologies	technology	NOUN
ijassa-1513	9	18	used	use	VERB
ijassa-1513	9	19	in	in	ADP
ijassa-1513	9	20	a	a	DET
ijassa-1513	9	21	particular	particular	ADJ
ijassa-1513	9	22	stage	stage	NOUN
ijassa-1513	9	23	was	be	AUX
ijassa-1513	9	24	analyzed	analyze	VERB
ijassa-1513	9	25	.	.	PUNCT
ijassa-1513	10	1	each	each	DET
ijassa-1513	10	2	technology	technology	NOUN
ijassa-1513	10	3	was	be	AUX
ijassa-1513	10	4	reviewed	review	VERB
ijassa-1513	10	5	within	within	ADP
ijassa-1513	10	6	its	its	PRON
ijassa-1513	10	7	respective	respective	ADJ
ijassa-1513	10	8	source	source	NOUN
ijassa-1513	10	9	.	.	PUNCT
ijassa-1513	11	1	in	in	ADP
ijassa-1513	11	2	addition	addition	NOUN
ijassa-1513	11	3	,	,	PUNCT
ijassa-1513	11	4	considerable	considerable	ADJ
ijassa-1513	11	5	attention	attention	NOUN
ijassa-1513	11	6	was	be	AUX
ijassa-1513	11	7	given	give	VERB
ijassa-1513	11	8	to	to	ADP
ijassa-1513	11	9	analyzing	analyze	VERB
ijassa-1513	11	10	the	the	DET
ijassa-1513	11	11	different	different	ADJ
ijassa-1513	11	12	datasets	dataset	NOUN
ijassa-1513	11	13	used	use	VERB
ijassa-1513	11	14	for	for	ADP
ijassa-1513	11	15	text	text	NOUN
ijassa-1513	11	16	classification	classification	NOUN
ijassa-1513	11	17	,	,	PUNCT
ijassa-1513	11	18	with	with	ADP
ijassa-1513	11	19	a	a	DET
ijassa-1513	11	20	particular	particular	ADJ
ijassa-1513	11	21	focus	focus	NOUN
ijassa-1513	11	22	on	on	ADP
ijassa-1513	11	23	the	the	DET
ijassa-1513	11	24	less	less	ADV
ijassa-1513	11	25	frequently	frequently	ADV
ijassa-1513	11	26	used	use	VERB
ijassa-1513	11	27	ones	one	NOUN
ijassa-1513	11	28	.	.	PUNCT
ijassa-1513	12	1	an	an	DET
ijassa-1513	12	2	analysis	analysis	NOUN
ijassa-1513	12	3	of	of	ADP
ijassa-1513	12	4	the	the	DET
ijassa-1513	12	5	frequency	frequency	NOUN
ijassa-1513	12	6	of	of	ADP
ijassa-1513	12	7	use	use	NOUN
ijassa-1513	12	8	of	of	ADP
ijassa-1513	12	9	datasets	dataset	NOUN
ijassa-1513	12	10	concluded	conclude	VERB
ijassa-1513	12	11	that	that	SCONJ
ijassa-1513	12	12	researchers	researcher	NOUN
ijassa-1513	12	13	often	often	ADV
ijassa-1513	12	14	use	use	VERB
ijassa-1513	12	15	proven	prove	VERB
ijassa-1513	12	16	and	and	CCONJ
ijassa-1513	12	17	popular	popular	ADJ
ijassa-1513	12	18	datasets	dataset	NOUN
ijassa-1513	12	19	to	to	PART
ijassa-1513	12	20	demonstrate	demonstrate	VERB
ijassa-1513	12	21	the	the	DET
ijassa-1513	12	22	effectiveness	effectiveness	NOUN
ijassa-1513	12	23	of	of	ADP
ijassa-1513	12	24	their	their	PRON
ijassa-1513	12	25	method	method	NOUN
ijassa-1513	12	26	.	.	PUNCT
ijassa-1513	13	1	datasets	dataset	NOUN
ijassa-1513	13	2	are	be	AUX
ijassa-1513	13	3	less	less	ADV
ijassa-1513	13	4	frequently	frequently	ADV
ijassa-1513	13	5	used	use	VERB
ijassa-1513	13	6	to	to	PART
ijassa-1513	13	7	solve	solve	VERB
ijassa-1513	13	8	localized	localized	ADJ
ijassa-1513	13	9	text	text	NOUN
ijassa-1513	13	10	classification	classification	NOUN
ijassa-1513	13	11	problems	problem	NOUN
ijassa-1513	13	12	.	.	PUNCT
ijassa-1513	14	1	one	one	NUM
ijassa-1513	14	2	notable	notable	ADJ
ijassa-1513	14	3	trend	trend	NOUN
ijassa-1513	14	4	identified	identify	VERB
ijassa-1513	14	5	in	in	ADP
ijassa-1513	14	6	the	the	DET
ijassa-1513	14	7	analysis	analysis	NOUN
ijassa-1513	14	8	is	be	AUX
ijassa-1513	14	9	the	the	DET
ijassa-1513	14	10	increasing	increase	VERB
ijassa-1513	14	11	prevalence	prevalence	NOUN
ijassa-1513	14	12	of	of	ADP
ijassa-1513	14	13	deep	deep	ADJ
ijassa-1513	14	14	learning	learning	NOUN
ijassa-1513	14	15	technologies	technology	NOUN
ijassa-1513	14	16	in	in	ADP
ijassa-1513	14	17	text	text	NOUN
ijassa-1513	14	18	classification	classification	NOUN
ijassa-1513	14	19	.	.	PUNCT
ijassa-1513	15	1	these	these	DET
ijassa-1513	15	2	technologies	technology	NOUN
ijassa-1513	15	3	,	,	PUNCT
ijassa-1513	15	4	including	include	VERB
ijassa-1513	15	5	neural	neural	ADJ
ijassa-1513	15	6	networks	network	NOUN
ijassa-1513	15	7	,	,	PUNCT
ijassa-1513	15	8	recurrent	recurrent	ADJ
ijassa-1513	15	9	neural	neural	ADJ
ijassa-1513	15	10	networks	network	NOUN
ijassa-1513	15	11	(	(	PUNCT
ijassa-1513	15	12	rnns	rnns	PROPN
ijassa-1513	15	13	)	)	PUNCT
ijassa-1513	15	14	,	,	PUNCT
ijassa-1513	15	15	convolutional	convolutional	ADJ
ijassa-1513	15	16	neural	neural	ADJ
ijassa-1513	15	17	networks	network	NOUN
ijassa-1513	15	18	(	(	PUNCT
ijassa-1513	15	19	cnns	cnns	PROPN
ijassa-1513	15	20	)	)	PUNCT
ijassa-1513	15	21	,	,	PUNCT
ijassa-1513	15	22	transformers	transformer	NOUN
ijassa-1513	15	23	,	,	PUNCT
ijassa-1513	15	24	and	and	CCONJ
ijassa-1513	15	25	attention	attention	NOUN
ijassa-1513	15	26	mechanisms	mechanism	NOUN
ijassa-1513	15	27	,	,	PUNCT
ijassa-1513	15	28	have	have	AUX
ijassa-1513	15	29	gained	gain	VERB
ijassa-1513	15	30	considerable	considerable	ADJ
ijassa-1513	15	31	popularity	popularity	NOUN
ijassa-1513	15	32	among	among	ADP
ijassa-1513	15	33	researchers	researcher	NOUN
ijassa-1513	15	34	.	.	PUNCT
ijassa-1513	16	1	this	this	DET
ijassa-1513	16	2	study	study	NOUN
ijassa-1513	16	3	provides	provide	VERB
ijassa-1513	16	4	valuable	valuable	ADJ
ijassa-1513	16	5	insights	insight	NOUN
ijassa-1513	16	6	into	into	ADP
ijassa-1513	16	7	the	the	DET
ijassa-1513	16	8	evolution	evolution	NOUN
ijassa-1513	16	9	of	of	ADP
ijassa-1513	16	10	text	text	NOUN
ijassa-1513	16	11	classification	classification	NOUN
ijassa-1513	16	12	by	by	ADP
ijassa-1513	16	13	shedding	shed	VERB
ijassa-1513	16	14	light	light	NOUN
ijassa-1513	16	15	on	on	ADP
ijassa-1513	16	16	a	a	DET
ijassa-1513	16	17	variety	variety	NOUN
ijassa-1513	16	18	of	of	ADP
ijassa-1513	16	19	technologies	technology	NOUN
ijassa-1513	16	20	,	,	PUNCT
ijassa-1513	16	21	approaches	approach	NOUN
ijassa-1513	16	22	,	,	PUNCT
ijassa-1513	16	23	and	and	CCONJ
ijassa-1513	16	24	datasets	dataset	NOUN
ijassa-1513	16	25	used	use	VERB
ijassa-1513	16	26	by	by	ADP
ijassa-1513	16	27	researchers	researcher	NOUN
ijassa-1513	16	28	.	.	PUNCT
ijassa-1513	17	1	as	as	SCONJ
ijassa-1513	17	2	text	text	NOUN
ijassa-1513	17	3	classification	classification	NOUN
ijassa-1513	17	4	continues	continue	VERB
ijassa-1513	17	5	to	to	PART
ijassa-1513	17	6	evolve	evolve	VERB
ijassa-1513	17	7	and	and	CCONJ
ijassa-1513	17	8	diversify	diversify	VERB
ijassa-1513	17	9	,	,	PUNCT
ijassa-1513	17	10	this	this	DET
ijassa-1513	17	11	review	review	NOUN
ijassa-1513	17	12	can	can	AUX
ijassa-1513	17	13	be	be	AUX
ijassa-1513	17	14	a	a	DET
ijassa-1513	17	15	valuable	valuable	ADJ
ijassa-1513	17	16	resource	resource	NOUN
ijassa-1513	17	17	for	for	ADP
ijassa-1513	17	18	scholars	scholar	NOUN
ijassa-1513	17	19	and	and	CCONJ
ijassa-1513	17	20	practitioners	practitioner	NOUN
ijassa-1513	17	21	in	in	ADP
ijassa-1513	17	22	the	the	DET
ijassa-1513	17	23	field	field	NOUN
ijassa-1513	17	24	,	,	PUNCT
ijassa-1513	17	25	providing	provide	VERB
ijassa-1513	17	26	.	.	PUNCT
ijassa-1513	18	1	keywords	keyword	NOUN
ijassa-1513	18	2	:	:	PUNCT
ijassa-1513	18	3	text	text	NOUN
ijassa-1513	18	4	classification	classification	NOUN
ijassa-1513	18	5	,	,	PUNCT
ijassa-1513	18	6	text	text	NOUN
ijassa-1513	18	7	classifiers	classifier	NOUN
ijassa-1513	18	8	,	,	PUNCT
ijassa-1513	18	9	deep	deep	ADJ
ijassa-1513	18	10	learning	learning	NOUN
ijassa-1513	18	11	,	,	PUNCT
ijassa-1513	18	12	classification	classification	NOUN
ijassa-1513	18	13	methods	method	NOUN
ijassa-1513	18	14	,	,	PUNCT
ijassa-1513	18	15	datasets	dataset	NOUN
ijassa-1513	18	16	,	,	PUNCT
ijassa-1513	18	17	text	text	NOUN
ijassa-1513	18	18	representation	representation	NOUN
ijassa-1513	18	19	,	,	PUNCT
ijassa-1513	18	20	feature	feature	NOUN
ijassa-1513	18	21	extraction	extraction	NOUN
ijassa-1513	18	22	1	1	NUM
ijassa-1513	18	23	.	.	PUNCT
ijassa-1513	18	24	introduction	introduction	NOUN
ijassa-1513	18	25	in	in	ADP
ijassa-1513	18	26	today	today	NOUN
ijassa-1513	18	27	's	's	PART
ijassa-1513	18	28	information	information	NOUN
ijassa-1513	18	29	-	-	PUNCT
ijassa-1513	18	30	driven	drive	VERB
ijassa-1513	18	31	world	world	NOUN
ijassa-1513	18	32	,	,	PUNCT
ijassa-1513	18	33	the	the	DET
ijassa-1513	18	34	exponential	exponential	ADJ
ijassa-1513	18	35	growth	growth	NOUN
ijassa-1513	18	36	of	of	ADP
ijassa-1513	18	37	textual	textual	ADJ
ijassa-1513	18	38	data	datum	NOUN
ijassa-1513	18	39	has	have	AUX
ijassa-1513	18	40	posed	pose	VERB
ijassa-1513	18	41	significant	significant	ADJ
ijassa-1513	18	42	challenges	challenge	NOUN
ijassa-1513	18	43	in	in	ADP
ijassa-1513	18	44	managing	manage	VERB
ijassa-1513	18	45	,	,	PUNCT
ijassa-1513	18	46	organizing	organizing	NOUN
ijassa-1513	18	47	,	,	PUNCT
ijassa-1513	18	48	and	and	CCONJ
ijassa-1513	18	49	extracting	extract	VERB
ijassa-1513	18	50	meaningful	meaningful	ADJ
ijassa-1513	18	51	insights	insight	NOUN
ijassa-1513	18	52	from	from	ADP
ijassa-1513	18	53	this	this	DET
ijassa-1513	18	54	sea	sea	NOUN
ijassa-1513	18	55	of	of	ADP
ijassa-1513	18	56	information	information	NOUN
ijassa-1513	18	57	.	.	PUNCT
ijassa-1513	19	1	the	the	DET
ijassa-1513	19	2	need	need	NOUN
ijassa-1513	19	3	to	to	PART
ijassa-1513	19	4	efficiently	efficiently	ADV
ijassa-1513	19	5	categorize	categorize	VERB
ijassa-1513	19	6	text	text	NOUN
ijassa-1513	19	7	documents	document	NOUN
ijassa-1513	19	8	has	have	AUX
ijassa-1513	19	9	never	never	ADV
ijassa-1513	19	10	been	be	AUX
ijassa-1513	19	11	more	more	ADV
ijassa-1513	19	12	crucial	crucial	ADJ
ijassa-1513	19	13	.	.	PUNCT
ijassa-1513	20	1	text	text	NOUN
ijassa-1513	20	2	classification	classification	NOUN
ijassa-1513	20	3	plays	play	VERB
ijassa-1513	20	4	a	a	DET
ijassa-1513	20	5	pivotal	pivotal	ADJ
ijassa-1513	20	6	role	role	NOUN
ijassa-1513	20	7	in	in	ADP
ijassa-1513	20	8	addressing	address	VERB
ijassa-1513	20	9	this	this	DET
ijassa-1513	20	10	challenge	challenge	NOUN
ijassa-1513	20	11	,	,	PUNCT
ijassa-1513	20	12	facilitating	facilitate	VERB
ijassa-1513	20	13	applications	application	NOUN
ijassa-1513	20	14	ranging	range	VERB
ijassa-1513	20	15	from	from	ADP
ijassa-1513	20	16	information	information	NOUN
ijassa-1513	20	17	retrieval	retrieval	NOUN
ijassa-1513	20	18	and	and	CCONJ
ijassa-1513	20	19	sentiment	sentiment	NOUN
ijassa-1513	20	20	analysis	analysis	NOUN
ijassa-1513	20	21	to	to	PART
ijassa-1513	20	22	spam	spam	VERB
ijassa-1513	20	23	filtering	filtering	NOUN
ijassa-1513	20	24	and	and	CCONJ
ijassa-1513	20	25	content	content	NOUN
ijassa-1513	20	26	recommendation	recommendation	NOUN
ijassa-1513	20	27	.	.	PUNCT
ijassa-1513	21	1	in	in	ADP
ijassa-1513	21	2	the	the	DET
ijassa-1513	21	3	era	era	NOUN
ijassa-1513	21	4	of	of	ADP
ijassa-1513	21	5	big	big	ADJ
ijassa-1513	21	6	data	datum	NOUN
ijassa-1513	21	7	,	,	PUNCT
ijassa-1513	21	8	it	it	PRON
ijassa-1513	21	9	's	be	AUX
ijassa-1513	21	10	not	not	PART
ijassa-1513	21	11	just	just	ADV
ijassa-1513	21	12	the	the	DET
ijassa-1513	21	13	quantity	quantity	NOUN
ijassa-1513	21	14	of	of	ADP
ijassa-1513	21	15	data	datum	NOUN
ijassa-1513	21	16	that	that	PRON
ijassa-1513	21	17	's	be	AUX
ijassa-1513	21	18	overwhelming	overwhelming	ADJ
ijassa-1513	21	19	;	;	PUNCT
ijassa-1513	21	20	it	it	PRON
ijassa-1513	21	21	's	be	AUX
ijassa-1513	21	22	also	also	ADV
ijassa-1513	21	23	the	the	DET
ijassa-1513	21	24	diversity	diversity	NOUN
ijassa-1513	21	25	of	of	ADP
ijassa-1513	21	26	sources	source	NOUN
ijassa-1513	21	27	and	and	CCONJ
ijassa-1513	21	28	formats	format	NOUN
ijassa-1513	21	29	.	.	PUNCT
ijassa-1513	22	1	with	with	ADP
ijassa-1513	22	2	the	the	DET
ijassa-1513	22	3	advent	advent	NOUN
ijassa-1513	22	4	of	of	ADP
ijassa-1513	22	5	social	social	ADJ
ijassa-1513	22	6	media	medium	NOUN
ijassa-1513	22	7	,	,	PUNCT
ijassa-1513	22	8	blogs	blog	NOUN
ijassa-1513	22	9	,	,	PUNCT
ijassa-1513	22	10	research	research	NOUN
ijassa-1513	22	11	papers	paper	NOUN
ijassa-1513	22	12	,	,	PUNCT
ijassa-1513	22	13	and	and	CCONJ
ijassa-1513	22	14	other	other	ADJ
ijassa-1513	22	15	digital	digital	ADJ
ijassa-1513	22	16	platforms	platform	NOUN
ijassa-1513	22	17	,	,	PUNCT
ijassa-1513	22	18	text	text	NOUN
ijassa-1513	22	19	data	datum	NOUN
ijassa-1513	22	20	now	now	ADV
ijassa-1513	22	21	spans	span	VERB
ijassa-1513	22	22	a	a	DET
ijassa-1513	22	23	wide	wide	ADJ
ijassa-1513	22	24	spectrum	spectrum	NOUN
ijassa-1513	22	25	of	of	ADP
ijassa-1513	22	26	genres	genre	NOUN
ijassa-1513	22	27	,	,	PUNCT
ijassa-1513	22	28	languages	language	NOUN
ijassa-1513	22	29	,	,	PUNCT
ijassa-1513	22	30	and	and	CCONJ
ijassa-1513	22	31	modalities	modality	NOUN
ijassa-1513	22	32	.	.	PUNCT
ijassa-1513	23	1	this	this	DET
ijassa-1513	23	2	evolution	evolution	NOUN
ijassa-1513	23	3	necessitates	necessitate	VERB
ijassa-1513	23	4	the	the	DET
ijassa-1513	23	5	continuous	continuous	ADJ
ijassa-1513	23	6	development	development	NOUN
ijassa-1513	23	7	of	of	ADP
ijassa-1513	23	8	novel	novel	ADJ
ijassa-1513	23	9	methods	method	NOUN
ijassa-1513	23	10	and	and	CCONJ
ijassa-1513	23	11	approaches	approach	NOUN
ijassa-1513	23	12	to	to	PART
ijassa-1513	23	13	effectively	effectively	ADV
ijassa-1513	23	14	classify	classify	VERB
ijassa-1513	23	15	this	this	DET
ijassa-1513	23	16	expanding	expand	VERB
ijassa-1513	23	17	corpus	corpus	NOUN
ijassa-1513	23	18	of	of	ADP
ijassa-1513	23	19	textual	textual	ADJ
ijassa-1513	23	20	information	information	NOUN
ijassa-1513	23	21	[	[	X
ijassa-1513	23	22	12	12	NUM
ijassa-1513	23	23	]	]	PUNCT
ijassa-1513	23	24	.	.	PUNCT
ijassa-1513	24	1	text	text	NOUN
ijassa-1513	24	2	classification	classification	NOUN
ijassa-1513	24	3	is	be	AUX
ijassa-1513	24	4	one	one	NUM
ijassa-1513	24	5	of	of	ADP
ijassa-1513	24	6	the	the	DET
ijassa-1513	24	7	most	most	ADV
ijassa-1513	24	8	fundamental	fundamental	ADJ
ijassa-1513	24	9	challenges	challenge	NOUN
ijassa-1513	24	10	in	in	ADP
ijassa-1513	24	11	the	the	DET
ijassa-1513	24	12	field	field	NOUN
ijassa-1513	24	13	of	of	ADP
ijassa-1513	24	14	natural	natural	ADJ
ijassa-1513	24	15	language	language	NOUN
ijassa-1513	24	16	processing	processing	NOUN
ijassa-1513	24	17	(	(	PUNCT
ijassa-1513	24	18	nlp	nlp	NOUN
ijassa-1513	24	19	)	)	PUNCT
ijassa-1513	24	20	.	.	PUNCT
ijassa-1513	25	1	its	its	PRON
ijassa-1513	25	2	significance	significance	NOUN
ijassa-1513	25	3	is	be	AUX
ijassa-1513	25	4	underlined	underline	VERB
ijassa-1513	25	5	by	by	ADP
ijassa-1513	25	6	the	the	DET
ijassa-1513	25	7	fact	fact	NOUN
ijassa-1513	25	8	that	that	SCONJ
ijassa-1513	25	9	it	it	PRON
ijassa-1513	25	10	often	often	ADV
ijassa-1513	25	11	serves	serve	VERB
ijassa-1513	25	12	[	[	X
ijassa-1513	25	13	70	70	NUM
ijassa-1513	25	14	]	]	X
ijassa-1513	26	1	[	[	X
ijassa-1513	26	2	98	98	NUM
ijassa-1513	26	3	]	]	PUNCT
ijassa-1513	26	4	as	as	ADP
ijassa-1513	26	5	a	a	DET
ijassa-1513	26	6	prerequisite	prerequisite	NOUN
ijassa-1513	26	7	for	for	ADP
ijassa-1513	26	8	more	more	ADJ
ijassa-1513	26	9	complex	complex	ADJ
ijassa-1513	26	10	nlp	nlp	NOUN
ijassa-1513	26	11	tasks	task	NOUN
ijassa-1513	26	12	such	such	ADJ
ijassa-1513	26	13	as	as	ADP
ijassa-1513	26	14	machine	machine	NOUN
ijassa-1513	26	15	translation	translation	NOUN
ijassa-1513	26	16	,	,	PUNCT
ijassa-1513	26	17	text	text	NOUN
ijassa-1513	26	18	summarization	summarization	NOUN
ijassa-1513	26	19	,	,	PUNCT
ijassa-1513	26	20	and	and	CCONJ
ijassa-1513	26	21	question	question	NOUN
ijassa-1513	26	22	-	-	PUNCT
ijassa-1513	26	23	answering	answer	VERB
ijassa-1513	26	24	systems	system	NOUN
ijassa-1513	26	25	[	[	X
ijassa-1513	26	26	7	7	NUM
ijassa-1513	26	27	]	]	PUNCT
ijassa-1513	26	28	.	.	PUNCT
ijassa-1513	27	1	134	134	NUM
ijassa-1513	27	2	a.	a.	NOUN
ijassa-1513	27	3	kravets	kravet	NOUN
ijassa-1513	27	4	,	,	PUNCT
ijassa-1513	27	5	d.	d.	PROPN
ijassa-1513	27	6	semenochkin	semenochkin	PROPN
ijassa-1513	27	7	copyright	copyright	NOUN
ijassa-1513	27	8	©	©	PROPN
ijassa-1513	27	9	2024	2024	NUM
ijassa-1513	27	10	assa	assa	PROPN
ijassa-1513	27	11	adv	adv	PROPN
ijassa-1513	27	12	.	.	PUNCT
ijassa-1513	28	1	in	in	ADP
ijassa-1513	28	2	systems	system	NOUN
ijassa-1513	28	3	science	science	NOUN
ijassa-1513	28	4	and	and	CCONJ
ijassa-1513	28	5	appl	appl	NOUN
ijassa-1513	28	6	.	.	PUNCT
ijassa-1513	29	1	(	(	PUNCT
ijassa-1513	29	2	2024	2024	NUM
ijassa-1513	29	3	)	)	PUNCT
ijassa-1513	29	4	text	text	NOUN
ijassa-1513	29	5	classification	classification	NOUN
ijassa-1513	29	6	modules	module	NOUN
ijassa-1513	29	7	are	be	AUX
ijassa-1513	29	8	components	component	NOUN
ijassa-1513	29	9	of	of	ADP
ijassa-1513	29	10	numerous	numerous	ADJ
ijassa-1513	29	11	real	real	ADJ
ijassa-1513	29	12	-	-	PUNCT
ijassa-1513	29	13	world	world	NOUN
ijassa-1513	29	14	applications	application	NOUN
ijassa-1513	29	15	,	,	PUNCT
ijassa-1513	29	16	and	and	CCONJ
ijassa-1513	29	17	they	they	PRON
ijassa-1513	29	18	entail	entail	VERB
ijassa-1513	29	19	not	not	PART
ijassa-1513	29	20	only	only	ADV
ijassa-1513	29	21	the	the	DET
ijassa-1513	29	22	core	core	NOUN
ijassa-1513	29	23	classifier	classifier	NOUN
ijassa-1513	29	24	responsible	responsible	ADJ
ijassa-1513	29	25	for	for	ADP
ijassa-1513	29	26	mapping	map	VERB
ijassa-1513	29	27	input	input	NOUN
ijassa-1513	29	28	data	datum	NOUN
ijassa-1513	29	29	to	to	ADP
ijassa-1513	29	30	specific	specific	ADJ
ijassa-1513	29	31	classes	class	NOUN
ijassa-1513	29	32	but	but	CCONJ
ijassa-1513	29	33	also	also	ADV
ijassa-1513	29	34	a	a	DET
ijassa-1513	29	35	pipeline	pipeline	NOUN
ijassa-1513	29	36	composed	compose	VERB
ijassa-1513	29	37	of	of	ADP
ijassa-1513	29	38	sequential	sequential	ADJ
ijassa-1513	29	39	steps	step	NOUN
ijassa-1513	29	40	.	.	PUNCT
ijassa-1513	30	1	there	there	PRON
ijassa-1513	30	2	is	be	VERB
ijassa-1513	30	3	no	no	DET
ijassa-1513	30	4	consensus	consensus	NOUN
ijassa-1513	30	5	on	on	ADP
ijassa-1513	30	6	a	a	DET
ijassa-1513	30	7	universally	universally	ADV
ijassa-1513	30	8	accepted	accept	VERB
ijassa-1513	30	9	set	set	NOUN
ijassa-1513	30	10	of	of	ADP
ijassa-1513	30	11	constituent	constituent	NOUN
ijassa-1513	30	12	stages	stage	NOUN
ijassa-1513	30	13	of	of	ADP
ijassa-1513	30	14	this	this	DET
ijassa-1513	30	15	pipeline	pipeline	NOUN
ijassa-1513	30	16	,	,	PUNCT
ijassa-1513	30	17	as	as	SCONJ
ijassa-1513	30	18	researchers	researcher	NOUN
ijassa-1513	30	19	emphasize	emphasize	VERB
ijassa-1513	30	20	different	different	ADJ
ijassa-1513	30	21	aspects	aspect	NOUN
ijassa-1513	30	22	.	.	PUNCT
ijassa-1513	31	1	for	for	ADP
ijassa-1513	31	2	instance	instance	NOUN
ijassa-1513	31	3	,	,	PUNCT
ijassa-1513	31	4	within	within	ADP
ijassa-1513	31	5	the	the	DET
ijassa-1513	31	6	work	work	NOUN
ijassa-1513	31	7	of	of	ADP
ijassa-1513	31	8	[	[	X
ijassa-1513	31	9	113	113	NUM
ijassa-1513	31	10	]	]	PUNCT
ijassa-1513	31	11	,	,	PUNCT
ijassa-1513	31	12	the	the	DET
ijassa-1513	31	13	text	text	NOUN
ijassa-1513	31	14	classification	classification	NOUN
ijassa-1513	31	15	pipeline	pipeline	NOUN
ijassa-1513	31	16	encompasses	encompass	VERB
ijassa-1513	31	17	stages	stage	NOUN
ijassa-1513	31	18	such	such	ADJ
ijassa-1513	31	19	as	as	ADP
ijassa-1513	31	20	data	data	NOUN
ijassa-1513	31	21	collection	collection	NOUN
ijassa-1513	31	22	,	,	PUNCT
ijassa-1513	31	23	data	data	VERB
ijassa-1513	31	24	analysis	analysis	NOUN
ijassa-1513	31	25	for	for	ADP
ijassa-1513	31	26	labeling	labeling	NOUN
ijassa-1513	31	27	,	,	PUNCT
ijassa-1513	31	28	feature	feature	NOUN
ijassa-1513	31	29	construction	construction	NOUN
ijassa-1513	31	30	and	and	CCONJ
ijassa-1513	31	31	weighting	weighting	NOUN
ijassa-1513	31	32	,	,	PUNCT
ijassa-1513	31	33	feature	feature	NOUN
ijassa-1513	31	34	selection	selection	NOUN
ijassa-1513	31	35	and	and	CCONJ
ijassa-1513	31	36	projection	projection	NOUN
ijassa-1513	31	37	,	,	PUNCT
ijassa-1513	31	38	training	training	NOUN
ijassa-1513	31	39	of	of	ADP
ijassa-1513	31	40	a	a	DET
ijassa-1513	31	41	classification	classification	NOUN
ijassa-1513	31	42	model	model	NOUN
ijassa-1513	31	43	,	,	PUNCT
ijassa-1513	31	44	and	and	CCONJ
ijassa-1513	31	45	solution	solution	NOUN
ijassa-1513	31	46	evaluation	evaluation	NOUN
ijassa-1513	31	47	.	.	PUNCT
ijassa-1513	32	1	in	in	ADP
ijassa-1513	32	2	a	a	DET
ijassa-1513	32	3	related	related	ADJ
ijassa-1513	32	4	vein	vein	NOUN
ijassa-1513	32	5	,	,	PUNCT
ijassa-1513	32	6	[	[	X
ijassa-1513	32	7	38	38	NUM
ijassa-1513	32	8	]	]	PUNCT
ijassa-1513	32	9	delineates	delineate	VERB
ijassa-1513	32	10	a	a	DET
ijassa-1513	32	11	slightly	slightly	ADV
ijassa-1513	32	12	distinct	distinct	ADJ
ijassa-1513	32	13	yet	yet	CCONJ
ijassa-1513	32	14	conceptually	conceptually	ADV
ijassa-1513	32	15	akin	akin	ADJ
ijassa-1513	32	16	series	series	NOUN
ijassa-1513	32	17	of	of	ADP
ijassa-1513	32	18	phases	phase	NOUN
ijassa-1513	32	19	,	,	PUNCT
ijassa-1513	32	20	including	include	VERB
ijassa-1513	32	21	preprocessing	preprocessing	NOUN
ijassa-1513	32	22	,	,	PUNCT
ijassa-1513	32	23	text	text	NOUN
ijassa-1513	32	24	representation	representation	NOUN
ijassa-1513	32	25	,	,	PUNCT
ijassa-1513	32	26	training	training	NOUN
ijassa-1513	32	27	of	of	ADP
ijassa-1513	32	28	a	a	DET
ijassa-1513	32	29	classification	classification	NOUN
ijassa-1513	32	30	model	model	NOUN
ijassa-1513	32	31	,	,	PUNCT
ijassa-1513	32	32	and	and	CCONJ
ijassa-1513	32	33	evaluation	evaluation	NOUN
ijassa-1513	32	34	.	.	PUNCT
ijassa-1513	33	1	conversely	conversely	ADV
ijassa-1513	33	2	,	,	PUNCT
ijassa-1513	33	3	[	[	X
ijassa-1513	33	4	62	62	NUM
ijassa-1513	33	5	]	]	PUNCT
ijassa-1513	33	6	propounds	propound	VERB
ijassa-1513	33	7	a	a	DET
ijassa-1513	33	8	distinct	distinct	ADJ
ijassa-1513	33	9	framework	framework	NOUN
ijassa-1513	33	10	,	,	PUNCT
ijassa-1513	33	11	encompassing	encompass	VERB
ijassa-1513	33	12	document	document	NOUN
ijassa-1513	33	13	representation	representation	NOUN
ijassa-1513	33	14	,	,	PUNCT
ijassa-1513	33	15	feature	feature	NOUN
ijassa-1513	33	16	selection	selection	NOUN
ijassa-1513	33	17	,	,	PUNCT
ijassa-1513	33	18	training	training	NOUN
ijassa-1513	33	19	of	of	ADP
ijassa-1513	33	20	a	a	DET
ijassa-1513	33	21	classification	classification	NOUN
ijassa-1513	33	22	model	model	NOUN
ijassa-1513	33	23	,	,	PUNCT
ijassa-1513	33	24	and	and	CCONJ
ijassa-1513	33	25	evaluation	evaluation	NOUN
ijassa-1513	33	26	of	of	ADP
ijassa-1513	33	27	a	a	DET
ijassa-1513	33	28	text	text	NOUN
ijassa-1513	33	29	classifier	classifier	NOUN
ijassa-1513	33	30	.	.	PUNCT
ijassa-1513	34	1	within	within	ADP
ijassa-1513	34	2	the	the	DET
ijassa-1513	34	3	framework	framework	NOUN
ijassa-1513	34	4	of	of	ADP
ijassa-1513	34	5	this	this	DET
ijassa-1513	34	6	comprehensive	comprehensive	ADJ
ijassa-1513	34	7	literature	literature	NOUN
ijassa-1513	34	8	review	review	PROPN
ijassa-1513	34	9	,	,	PUNCT
ijassa-1513	34	10	we	we	PRON
ijassa-1513	34	11	aim	aim	VERB
ijassa-1513	34	12	to	to	PART
ijassa-1513	34	13	harmonize	harmonize	VERB
ijassa-1513	34	14	these	these	DET
ijassa-1513	34	15	disparate	disparate	ADJ
ijassa-1513	34	16	views	view	NOUN
ijassa-1513	34	17	by	by	ADP
ijassa-1513	34	18	aggregating	aggregate	VERB
ijassa-1513	34	19	all	all	DET
ijassa-1513	34	20	phases	phase	NOUN
ijassa-1513	34	21	relevant	relevant	ADJ
ijassa-1513	34	22	to	to	PART
ijassa-1513	34	23	text	text	VERB
ijassa-1513	34	24	preparation	preparation	NOUN
ijassa-1513	34	25	and	and	CCONJ
ijassa-1513	34	26	formalizing	formalizing	NOUN
ijassa-1513	34	27	this	this	DET
ijassa-1513	34	28	central	central	ADJ
ijassa-1513	34	29	stage	stage	NOUN
ijassa-1513	34	30	as	as	ADP
ijassa-1513	34	31	«	«	PUNCT
ijassa-1513	34	32	data	data	NOUN
ijassa-1513	34	33	preprocessing	preprocessing	NOUN
ijassa-1513	34	34	»	»	NOUN
ijassa-1513	34	35	.	.	PUNCT
ijassa-1513	35	1	at	at	ADP
ijassa-1513	35	2	the	the	DET
ijassa-1513	35	3	same	same	ADJ
ijassa-1513	35	4	time	time	NOUN
ijassa-1513	35	5	,	,	PUNCT
ijassa-1513	35	6	we	we	PRON
ijassa-1513	35	7	recognize	recognize	VERB
ijassa-1513	35	8	the	the	DET
ijassa-1513	35	9	intrinsic	intrinsic	ADJ
ijassa-1513	35	10	importance	importance	NOUN
ijassa-1513	35	11	of	of	ADP
ijassa-1513	35	12	the	the	DET
ijassa-1513	35	13	stages	stage	NOUN
ijassa-1513	35	14	of	of	ADP
ijassa-1513	35	15	training	train	VERB
ijassa-1513	35	16	a	a	DET
ijassa-1513	35	17	classification	classification	NOUN
ijassa-1513	35	18	model	model	NOUN
ijassa-1513	35	19	and	and	CCONJ
ijassa-1513	35	20	conducting	conduct	VERB
ijassa-1513	35	21	evaluations	evaluation	NOUN
ijassa-1513	35	22	.	.	PUNCT
ijassa-1513	36	1	it	it	PRON
ijassa-1513	36	2	is	be	AUX
ijassa-1513	36	3	noteworthy	noteworthy	ADJ
ijassa-1513	36	4	that	that	SCONJ
ijassa-1513	36	5	a	a	DET
ijassa-1513	36	6	significant	significant	ADJ
ijassa-1513	36	7	proportion	proportion	NOUN
ijassa-1513	36	8	of	of	ADP
ijassa-1513	36	9	the	the	DET
ijassa-1513	36	10	review	review	NOUN
ijassa-1513	36	11	studies	study	NOUN
ijassa-1513	36	12	in	in	ADP
ijassa-1513	36	13	text	text	NOUN
ijassa-1513	36	14	classification	classification	NOUN
ijassa-1513	36	15	have	have	VERB
ijassa-1513	36	16	a	a	DET
ijassa-1513	36	17	relatively	relatively	ADV
ijassa-1513	36	18	narrow	narrow	ADJ
ijassa-1513	36	19	focus	focus	NOUN
ijassa-1513	36	20	,	,	PUNCT
ijassa-1513	36	21	often	often	ADV
ijassa-1513	36	22	focusing	focus	VERB
ijassa-1513	36	23	exclusively	exclusively	ADV
ijassa-1513	36	24	on	on	ADP
ijassa-1513	36	25	the	the	DET
ijassa-1513	36	26	intrinsic	intrinsic	ADJ
ijassa-1513	36	27	properties	property	NOUN
ijassa-1513	36	28	of	of	ADP
ijassa-1513	36	29	text	text	NOUN
ijassa-1513	36	30	classification	classification	NOUN
ijassa-1513	36	31	models	model	NOUN
ijassa-1513	36	32	or	or	CCONJ
ijassa-1513	36	33	delving	delve	VERB
ijassa-1513	36	34	into	into	ADP
ijassa-1513	36	35	individual	individual	ADJ
ijassa-1513	36	36	components	component	NOUN
ijassa-1513	36	37	within	within	ADP
ijassa-1513	36	38	the	the	DET
ijassa-1513	36	39	classification	classification	NOUN
ijassa-1513	36	40	process	process	NOUN
ijassa-1513	36	41	.	.	PUNCT
ijassa-1513	37	1	for	for	ADP
ijassa-1513	37	2	example	example	NOUN
ijassa-1513	37	3	,	,	PUNCT
ijassa-1513	37	4	the	the	DET
ijassa-1513	37	5	studies	study	NOUN
ijassa-1513	37	6	by	by	ADP
ijassa-1513	37	7	[	[	X
ijassa-1513	37	8	147	147	NUM
ijassa-1513	37	9	]	]	PUNCT
ijassa-1513	37	10	and	and	CCONJ
ijassa-1513	37	11	[	[	X
ijassa-1513	37	12	159	159	NUM
ijassa-1513	37	13	]	]	PUNCT
ijassa-1513	37	14	are	be	AUX
ijassa-1513	37	15	particularly	particularly	ADV
ijassa-1513	37	16	specialized	specialize	VERB
ijassa-1513	37	17	,	,	PUNCT
ijassa-1513	37	18	closely	closely	ADV
ijassa-1513	37	19	examining	examine	VERB
ijassa-1513	37	20	the	the	DET
ijassa-1513	37	21	intricacies	intricacy	NOUN
ijassa-1513	37	22	of	of	ADP
ijassa-1513	37	23	classification	classification	NOUN
ijassa-1513	37	24	algorithms	algorithm	NOUN
ijassa-1513	37	25	and	and	CCONJ
ijassa-1513	37	26	providing	provide	VERB
ijassa-1513	37	27	valuable	valuable	ADJ
ijassa-1513	37	28	insights	insight	NOUN
ijassa-1513	37	29	into	into	ADP
ijassa-1513	37	30	their	their	PRON
ijassa-1513	37	31	merits	merit	NOUN
ijassa-1513	37	32	and	and	CCONJ
ijassa-1513	37	33	limitations	limitation	NOUN
ijassa-1513	37	34	.	.	PUNCT
ijassa-1513	38	1	conversely	conversely	ADV
ijassa-1513	38	2	,	,	PUNCT
ijassa-1513	38	3	the	the	DET
ijassa-1513	38	4	work	work	NOUN
ijassa-1513	38	5	of	of	ADP
ijassa-1513	38	6	[	[	X
ijassa-1513	38	7	104	104	NUM
ijassa-1513	38	8	]	]	PUNCT
ijassa-1513	38	9	omits	omit	VERB
ijassa-1513	38	10	any	any	DET
ijassa-1513	38	11	specific	specific	ADJ
ijassa-1513	38	12	mention	mention	NOUN
ijassa-1513	38	13	of	of	ADP
ijassa-1513	38	14	the	the	DET
ijassa-1513	38	15	algorithms	algorithm	NOUN
ijassa-1513	38	16	used	use	VERB
ijassa-1513	38	17	for	for	ADP
ijassa-1513	38	18	classification	classification	NOUN
ijassa-1513	38	19	,	,	PUNCT
ijassa-1513	38	20	drawing	draw	VERB
ijassa-1513	38	21	attention	attention	NOUN
ijassa-1513	38	22	to	to	ADP
ijassa-1513	38	23	other	other	ADJ
ijassa-1513	38	24	facets	facet	NOUN
ijassa-1513	38	25	of	of	ADP
ijassa-1513	38	26	the	the	DET
ijassa-1513	38	27	process	process	NOUN
ijassa-1513	38	28	.	.	PUNCT
ijassa-1513	39	1	of	of	ADP
ijassa-1513	39	2	particular	particular	ADJ
ijassa-1513	39	3	interest	interest	NOUN
ijassa-1513	39	4	,	,	PUNCT
ijassa-1513	39	5	[	[	X
ijassa-1513	39	6	126	126	NUM
ijassa-1513	39	7	]	]	PUNCT
ijassa-1513	39	8	and	and	CCONJ
ijassa-1513	39	9	[	[	X
ijassa-1513	39	10	1	1	X
ijassa-1513	39	11	]	]	PUNCT
ijassa-1513	39	12	devote	devote	VERB
ijassa-1513	39	13	their	their	PRON
ijassa-1513	39	14	attention	attention	NOUN
ijassa-1513	39	15	to	to	ADP
ijassa-1513	39	16	the	the	DET
ijassa-1513	39	17	area	area	NOUN
ijassa-1513	39	18	of	of	ADP
ijassa-1513	39	19	feature	feature	NOUN
ijassa-1513	39	20	selection	selection	NOUN
ijassa-1513	39	21	methods	method	NOUN
ijassa-1513	39	22	,	,	PUNCT
ijassa-1513	39	23	highlighting	highlight	VERB
ijassa-1513	39	24	techniques	technique	NOUN
ijassa-1513	39	25	for	for	ADP
ijassa-1513	39	26	optimizing	optimize	VERB
ijassa-1513	39	27	classification	classification	NOUN
ijassa-1513	39	28	results	result	NOUN
ijassa-1513	39	29	.	.	PUNCT
ijassa-1513	40	1	in	in	ADP
ijassa-1513	40	2	stark	stark	ADJ
ijassa-1513	40	3	contrast	contrast	NOUN
ijassa-1513	40	4	,	,	PUNCT
ijassa-1513	40	5	the	the	DET
ijassa-1513	40	6	study	study	NOUN
ijassa-1513	40	7	by	by	ADP
ijassa-1513	40	8	[	[	X
ijassa-1513	40	9	76	76	NUM
ijassa-1513	40	10	]	]	PUNCT
ijassa-1513	40	11	abstains	abstain	NOUN
ijassa-1513	40	12	from	from	ADP
ijassa-1513	40	13	any	any	DET
ijassa-1513	40	14	discourse	discourse	NOUN
ijassa-1513	40	15	on	on	ADP
ijassa-1513	40	16	the	the	DET
ijassa-1513	40	17	underlying	underlie	VERB
ijassa-1513	40	18	data	datum	NOUN
ijassa-1513	40	19	and	and	CCONJ
ijassa-1513	40	20	datasets	dataset	NOUN
ijassa-1513	40	21	used	use	VERB
ijassa-1513	40	22	in	in	ADP
ijassa-1513	40	23	their	their	PRON
ijassa-1513	40	24	research	research	NOUN
ijassa-1513	40	25	.	.	PUNCT
ijassa-1513	41	1	the	the	DET
ijassa-1513	41	2	main	main	ADJ
ijassa-1513	41	3	objective	objective	NOUN
ijassa-1513	41	4	of	of	ADP
ijassa-1513	41	5	this	this	DET
ijassa-1513	41	6	study	study	NOUN
ijassa-1513	41	7	is	be	AUX
ijassa-1513	41	8	to	to	PART
ijassa-1513	41	9	surpass	surpass	VERB
ijassa-1513	41	10	the	the	DET
ijassa-1513	41	11	typical	typical	ADJ
ijassa-1513	41	12	limitations	limitation	NOUN
ijassa-1513	41	13	seen	see	VERB
ijassa-1513	41	14	in	in	ADP
ijassa-1513	41	15	previous	previous	ADJ
ijassa-1513	41	16	reviews	review	NOUN
ijassa-1513	41	17	on	on	ADP
ijassa-1513	41	18	text	text	NOUN
ijassa-1513	41	19	classification	classification	NOUN
ijassa-1513	41	20	.	.	PUNCT
ijassa-1513	42	1	our	our	PRON
ijassa-1513	42	2	goal	goal	NOUN
ijassa-1513	42	3	is	be	AUX
ijassa-1513	42	4	to	to	PART
ijassa-1513	42	5	provide	provide	VERB
ijassa-1513	42	6	a	a	DET
ijassa-1513	42	7	thorough	thorough	ADJ
ijassa-1513	42	8	and	and	CCONJ
ijassa-1513	42	9	extensive	extensive	ADJ
ijassa-1513	42	10	examination	examination	NOUN
ijassa-1513	42	11	of	of	ADP
ijassa-1513	42	12	the	the	DET
ijassa-1513	42	13	entire	entire	ADJ
ijassa-1513	42	14	text	text	NOUN
ijassa-1513	42	15	classification	classification	NOUN
ijassa-1513	42	16	pipeline	pipeline	NOUN
ijassa-1513	42	17	,	,	PUNCT
ijassa-1513	42	18	instead	instead	ADV
ijassa-1513	42	19	of	of	ADP
ijassa-1513	42	20	limiting	limit	VERB
ijassa-1513	42	21	our	our	PRON
ijassa-1513	42	22	investigation	investigation	NOUN
ijassa-1513	42	23	solely	solely	ADV
ijassa-1513	42	24	to	to	ADP
ijassa-1513	42	25	classification	classification	NOUN
ijassa-1513	42	26	algorithms	algorithm	NOUN
ijassa-1513	42	27	or	or	CCONJ
ijassa-1513	42	28	individual	individual	ADJ
ijassa-1513	42	29	pipeline	pipeline	NOUN
ijassa-1513	42	30	stages	stage	NOUN
ijassa-1513	42	31	.	.	PUNCT
ijassa-1513	43	1	this	this	DET
ijassa-1513	43	2	review	review	NOUN
ijassa-1513	43	3	will	will	AUX
ijassa-1513	43	4	evaluate	evaluate	VERB
ijassa-1513	43	5	the	the	DET
ijassa-1513	43	6	technologies	technology	NOUN
ijassa-1513	43	7	used	use	VERB
ijassa-1513	43	8	for	for	ADP
ijassa-1513	43	9	the	the	DET
ijassa-1513	43	10	process	process	NOUN
ijassa-1513	43	11	of	of	ADP
ijassa-1513	43	12	text	text	NOUN
ijassa-1513	43	13	classification	classification	NOUN
ijassa-1513	43	14	,	,	PUNCT
ijassa-1513	43	15	including	include	VERB
ijassa-1513	43	16	data	data	NOUN
ijassa-1513	43	17	preparation	preparation	NOUN
ijassa-1513	43	18	,	,	PUNCT
ijassa-1513	43	19	processing	processing	NOUN
ijassa-1513	43	20	,	,	PUNCT
ijassa-1513	43	21	training	train	VERB
ijassa-1513	43	22	classification	classification	NOUN
ijassa-1513	43	23	models	model	NOUN
ijassa-1513	43	24	,	,	PUNCT
ijassa-1513	43	25	and	and	CCONJ
ijassa-1513	43	26	subsequent	subsequent	ADJ
ijassa-1513	43	27	evaluations	evaluation	NOUN
ijassa-1513	43	28	.	.	PUNCT
ijassa-1513	44	1	furthermore	furthermore	ADV
ijassa-1513	44	2	,	,	PUNCT
ijassa-1513	44	3	this	this	DET
ijassa-1513	44	4	review	review	NOUN
ijassa-1513	44	5	will	will	AUX
ijassa-1513	44	6	accentuate	accentuate	VERB
ijassa-1513	44	7	the	the	DET
ijassa-1513	44	8	role	role	NOUN
ijassa-1513	44	9	of	of	ADP
ijassa-1513	44	10	datasets	dataset	NOUN
ijassa-1513	44	11	in	in	ADP
ijassa-1513	44	12	the	the	DET
ijassa-1513	44	13	domain	domain	NOUN
ijassa-1513	44	14	of	of	ADP
ijassa-1513	44	15	text	text	NOUN
ijassa-1513	44	16	classification	classification	NOUN
ijassa-1513	44	17	.	.	PUNCT
ijassa-1513	45	1	our	our	PRON
ijassa-1513	45	2	objective	objective	NOUN
ijassa-1513	45	3	is	be	AUX
ijassa-1513	45	4	to	to	PART
ijassa-1513	45	5	conduct	conduct	VERB
ijassa-1513	45	6	a	a	DET
ijassa-1513	45	7	systematic	systematic	ADJ
ijassa-1513	45	8	evaluation	evaluation	NOUN
ijassa-1513	45	9	of	of	ADP
ijassa-1513	45	10	the	the	DET
ijassa-1513	45	11	technologies	technology	NOUN
ijassa-1513	45	12	used	use	VERB
ijassa-1513	45	13	for	for	ADP
ijassa-1513	45	14	the	the	DET
ijassa-1513	45	15	text	text	NOUN
ijassa-1513	45	16	classification	classification	NOUN
ijassa-1513	45	17	process	process	NOUN
ijassa-1513	45	18	.	.	PUNCT
ijassa-1513	46	1	this	this	DET
ijassa-1513	46	2	systematic	systematic	PROPN
ijassa-1513	46	3	literature	literature	PROPN
ijassa-1513	46	4	review	review	NOUN
ijassa-1513	46	5	's	's	PART
ijassa-1513	46	6	main	main	ADJ
ijassa-1513	46	7	contributions	contribution	NOUN
ijassa-1513	46	8	can	can	AUX
ijassa-1513	46	9	be	be	AUX
ijassa-1513	46	10	outlined	outline	VERB
ijassa-1513	46	11	as	as	SCONJ
ijassa-1513	46	12	follows	follow	VERB
ijassa-1513	46	13	:	:	PUNCT
ijassa-1513	46	14			NOUN
ijassa-1513	46	15	analyzing	analyze	VERB
ijassa-1513	46	16	110	110	NUM
ijassa-1513	46	17	scientific	scientific	ADJ
ijassa-1513	46	18	articles	article	NOUN
ijassa-1513	46	19	published	publish	VERB
ijassa-1513	46	20	between	between	ADP
ijassa-1513	46	21	2013	2013	NUM
ijassa-1513	46	22	and	and	CCONJ
ijassa-1513	46	23	2022	2022	NUM
ijassa-1513	46	24	,	,	PUNCT
ijassa-1513	46	25	this	this	DET
ijassa-1513	46	26	review	review	NOUN
ijassa-1513	46	27	extends	extend	VERB
ijassa-1513	46	28	existing	exist	VERB
ijassa-1513	46	29	research	research	NOUN
ijassa-1513	46	30	.	.	PUNCT
ijassa-1513	47	1			NOUN
ijassa-1513	47	2	by	by	ADP
ijassa-1513	47	3	following	follow	VERB
ijassa-1513	47	4	established	establish	VERB
ijassa-1513	47	5	literature	literature	NOUN
ijassa-1513	47	6	review	review	NOUN
ijassa-1513	47	7	protocols	protocol	NOUN
ijassa-1513	47	8	,	,	PUNCT
ijassa-1513	47	9	it	it	PRON
ijassa-1513	47	10	guarantees	guarantee	VERB
ijassa-1513	47	11	a	a	DET
ijassa-1513	47	12	trustworthy	trustworthy	ADJ
ijassa-1513	47	13	and	and	CCONJ
ijassa-1513	47	14	replicable	replicable	ADJ
ijassa-1513	47	15	examination	examination	NOUN
ijassa-1513	47	16	.	.	PUNCT
ijassa-1513	48	1			PUNCT
ijassa-1513	49	1	the	the	DET
ijassa-1513	49	2	review	review	NOUN
ijassa-1513	49	3	catalogues	catalogue	NOUN
ijassa-1513	49	4	and	and	CCONJ
ijassa-1513	49	5	evaluates	evaluate	VERB
ijassa-1513	49	6	technologies	technology	NOUN
ijassa-1513	49	7	used	use	VERB
ijassa-1513	49	8	in	in	ADP
ijassa-1513	49	9	the	the	DET
ijassa-1513	49	10	analyzed	analyze	VERB
ijassa-1513	49	11	articles	article	NOUN
ijassa-1513	49	12	,	,	PUNCT
ijassa-1513	49	13	including	include	VERB
ijassa-1513	49	14	classification	classification	NOUN
ijassa-1513	49	15	algorithms	algorithm	NOUN
ijassa-1513	49	16	,	,	PUNCT
ijassa-1513	49	17	feature	feature	NOUN
ijassa-1513	49	18	engineering	engineering	NOUN
ijassa-1513	49	19	and	and	CCONJ
ijassa-1513	49	20	text	text	NOUN
ijassa-1513	49	21	representation	representation	NOUN
ijassa-1513	49	22	techniques	technique	NOUN
ijassa-1513	49	23	.	.	PUNCT
ijassa-1513	50	1			PUNCT
ijassa-1513	51	1	the	the	DET
ijassa-1513	51	2	review	review	NOUN
ijassa-1513	51	3	provides	provide	VERB
ijassa-1513	51	4	detailed	detailed	ADJ
ijassa-1513	51	5	listings	listing	NOUN
ijassa-1513	51	6	of	of	ADP
ijassa-1513	51	7	datasets	dataset	NOUN
ijassa-1513	51	8	used	use	VERB
ijassa-1513	51	9	in	in	ADP
ijassa-1513	51	10	the	the	DET
ijassa-1513	51	11	articles	article	NOUN
ijassa-1513	51	12	.	.	PUNCT
ijassa-1513	52	1	this	this	DET
ijassa-1513	52	2	paper	paper	NOUN
ijassa-1513	52	3	is	be	AUX
ijassa-1513	52	4	organized	organize	VERB
ijassa-1513	52	5	as	as	SCONJ
ijassa-1513	52	6	follows	follow	VERB
ijassa-1513	52	7	:	:	PUNCT
ijassa-1513	52	8	section	section	NOUN
ijassa-1513	52	9	2	2	NUM
ijassa-1513	52	10	summarizes	summarize	VERB
ijassa-1513	52	11	the	the	DET
ijassa-1513	52	12	architecture	architecture	NOUN
ijassa-1513	52	13	of	of	ADP
ijassa-1513	52	14	systems	system	NOUN
ijassa-1513	52	15	for	for	ADP
ijassa-1513	52	16	text	text	NOUN
ijassa-1513	52	17	classification	classification	NOUN
ijassa-1513	52	18	and	and	CCONJ
ijassa-1513	52	19	provides	provide	VERB
ijassa-1513	52	20	information	information	NOUN
ijassa-1513	52	21	about	about	ADP
ijassa-1513	52	22	the	the	DET
ijassa-1513	52	23	main	main	ADJ
ijassa-1513	52	24	elements	element	NOUN
ijassa-1513	52	25	of	of	ADP
ijassa-1513	52	26	the	the	DET
ijassa-1513	52	27	text	text	NOUN
ijassa-1513	52	28	classification	classification	NOUN
ijassa-1513	52	29	process	process	NOUN
ijassa-1513	52	30	,	,	PUNCT
ijassa-1513	52	31	presents	present	VERB
ijassa-1513	52	32	a	a	DET
ijassa-1513	52	33	description	description	NOUN
ijassa-1513	52	34	of	of	ADP
ijassa-1513	52	35	data	datum	NOUN
ijassa-1513	52	36	preparation	preparation	NOUN
ijassa-1513	52	37	,	,	PUNCT
ijassa-1513	52	38	existing	exist	VERB
ijassa-1513	52	39	classification	classification	NOUN
ijassa-1513	52	40	methods	method	NOUN
ijassa-1513	52	41	and	and	CCONJ
ijassa-1513	52	42	classification	classification	NOUN
ijassa-1513	52	43	evaluation	evaluation	NOUN
ijassa-1513	52	44	.	.	PUNCT
ijassa-1513	53	1	the	the	DET
ijassa-1513	53	2	methodology	methodology	NOUN
ijassa-1513	53	3	of	of	ADP
ijassa-1513	53	4	the	the	DET
ijassa-1513	53	5	review	review	NOUN
ijassa-1513	53	6	,	,	PUNCT
ijassa-1513	53	7	including	include	VERB
ijassa-1513	53	8	the	the	DET
ijassa-1513	53	9	research	research	NOUN
ijassa-1513	53	10	questions	question	NOUN
ijassa-1513	53	11	,	,	PUNCT
ijassa-1513	53	12	is	be	AUX
ijassa-1513	53	13	detailed	detail	VERB
ijassa-1513	53	14	in	in	ADP
ijassa-1513	53	15	section	section	NOUN
ijassa-1513	53	16	3	3	NUM
ijassa-1513	53	17	.	.	PUNCT
ijassa-1513	53	18	section	section	NOUN
ijassa-1513	53	19	4	4	NUM
ijassa-1513	53	20	presents	present	VERB
ijassa-1513	53	21	the	the	DET
ijassa-1513	53	22	analysis	analysis	NOUN
ijassa-1513	53	23	of	of	ADP
ijassa-1513	53	24	the	the	DET
ijassa-1513	53	25	main	main	ADJ
ijassa-1513	53	26	findings	finding	NOUN
ijassa-1513	53	27	according	accord	VERB
ijassa-1513	53	28	to	to	ADP
ijassa-1513	53	29	the	the	DET
ijassa-1513	53	30	research	research	NOUN
ijassa-1513	53	31	questions	question	NOUN
ijassa-1513	53	32	.	.	PUNCT
ijassa-1513	54	1	the	the	DET
ijassa-1513	54	2	outcome	outcome	NOUN
ijassa-1513	54	3	of	of	ADP
ijassa-1513	54	4	the	the	DET
ijassa-1513	54	5	entire	entire	ADJ
ijassa-1513	54	6	review	review	NOUN
ijassa-1513	54	7	,	,	PUNCT
ijassa-1513	54	8	taking	take	VERB
ijassa-1513	54	9	into	into	ADP
ijassa-1513	54	10	account	account	NOUN
ijassa-1513	54	11	the	the	DET
ijassa-1513	54	12	opinions	opinion	NOUN
ijassa-1513	54	13	of	of	ADP
ijassa-1513	54	14	the	the	DET
ijassa-1513	54	15	authors	author	NOUN
ijassa-1513	54	16	,	,	PUNCT
ijassa-1513	54	17	can	can	AUX
ijassa-1513	54	18	be	be	AUX
ijassa-1513	54	19	seen	see	VERB
ijassa-1513	54	20	in	in	ADP
ijassa-1513	54	21	section	section	NOUN
ijassa-1513	54	22	5	5	NUM
ijassa-1513	54	23	.	.	PUNCT
ijassa-1513	54	24	text	text	NOUN
ijassa-1513	54	25	classification	classification	NOUN
ijassa-1513	54	26	technologies	technology	NOUN
ijassa-1513	54	27	in	in	ADP
ijassa-1513	54	28	document	document	NOUN
ijassa-1513	54	29	categorization	categorization	NOUN
ijassa-1513	54	30	systems	system	NOUN
ijassa-1513	54	31	.	.	PUNCT
ijassa-1513	55	1	a	a	DET
ijassa-1513	55	2	survey	survey	NOUN
ijassa-1513	55	3	135	135	NUM
ijassa-1513	55	4	copyright	copyright	NOUN
ijassa-1513	55	5	©	©	PROPN
ijassa-1513	55	6	2024	2024	NUM
ijassa-1513	55	7	assa	assa	NOUN
ijassa-1513	55	8	.	.	PUNCT
ijassa-1513	56	1	adv	adv	PROPN
ijassa-1513	56	2	.	.	PUNCT
ijassa-1513	57	1	in	in	ADP
ijassa-1513	57	2	systems	system	NOUN
ijassa-1513	57	3	science	science	NOUN
ijassa-1513	57	4	and	and	CCONJ
ijassa-1513	57	5	appl	appl	NOUN
ijassa-1513	57	6	.	.	PUNCT
ijassa-1513	58	1	(	(	PUNCT
ijassa-1513	58	2	2024	2024	NUM
ijassa-1513	58	3	)	)	PUNCT
ijassa-1513	58	4	2	2	NUM
ijassa-1513	58	5	.	.	X
ijassa-1513	58	6	background	background	NOUN
ijassa-1513	58	7	this	this	DET
ijassa-1513	58	8	background	background	NOUN
ijassa-1513	58	9	section	section	NOUN
ijassa-1513	58	10	introduces	introduce	VERB
ijassa-1513	58	11	the	the	DET
ijassa-1513	58	12	main	main	ADJ
ijassa-1513	58	13	concepts	concept	NOUN
ijassa-1513	58	14	directly	directly	ADV
ijassa-1513	58	15	related	relate	VERB
ijassa-1513	58	16	to	to	ADP
ijassa-1513	58	17	the	the	DET
ijassa-1513	58	18	topic	topic	NOUN
ijassa-1513	58	19	of	of	ADP
ijassa-1513	58	20	this	this	DET
ijassa-1513	58	21	review	review	NOUN
ijassa-1513	58	22	:	:	PUNCT
ijassa-1513	58	23	section	section	NOUN
ijassa-1513	58	24	2.1	2.1	NUM
ijassa-1513	58	25	discusses	discuss	VERB
ijassa-1513	58	26	the	the	DET
ijassa-1513	58	27	basic	basic	ADJ
ijassa-1513	58	28	concept	concept	NOUN
ijassa-1513	58	29	and	and	CCONJ
ijassa-1513	58	30	architecture	architecture	NOUN
ijassa-1513	58	31	of	of	ADP
ijassa-1513	58	32	the	the	DET
ijassa-1513	58	33	text	text	NOUN
ijassa-1513	58	34	document	document	NOUN
ijassa-1513	58	35	classification	classification	NOUN
ijassa-1513	58	36	process	process	NOUN
ijassa-1513	58	37	.	.	PUNCT
ijassa-1513	59	1	section	section	NOUN
ijassa-1513	59	2	2.2	2.2	NUM
ijassa-1513	59	3	presents	present	NOUN
ijassa-1513	59	4	information	information	NOUN
ijassa-1513	59	5	on	on	ADP
ijassa-1513	59	6	existing	exist	VERB
ijassa-1513	59	7	technologies	technology	NOUN
ijassa-1513	59	8	in	in	ADP
ijassa-1513	59	9	the	the	DET
ijassa-1513	59	10	field	field	NOUN
ijassa-1513	59	11	of	of	ADP
ijassa-1513	59	12	text	text	NOUN
ijassa-1513	59	13	data	datum	NOUN
ijassa-1513	59	14	preparation	preparation	NOUN
ijassa-1513	59	15	.	.	PUNCT
ijassa-1513	60	1	section	section	NOUN
ijassa-1513	60	2	2.3	2.3	NUM
ijassa-1513	60	3	presents	present	VERB
ijassa-1513	60	4	the	the	DET
ijassa-1513	60	5	main	main	ADJ
ijassa-1513	60	6	types	type	NOUN
ijassa-1513	60	7	of	of	ADP
ijassa-1513	60	8	architectures	architecture	NOUN
ijassa-1513	60	9	and	and	CCONJ
ijassa-1513	60	10	algorithms	algorithm	NOUN
ijassa-1513	60	11	for	for	ADP
ijassa-1513	60	12	text	text	NOUN
ijassa-1513	60	13	classification	classification	NOUN
ijassa-1513	60	14	.	.	PUNCT
ijassa-1513	61	1	2.1	2.1	NUM
ijassa-1513	61	2	.	.	PUNCT
ijassa-1513	61	3	architecture	architecture	NOUN
ijassa-1513	61	4	of	of	ADP
ijassa-1513	61	5	text	text	NOUN
ijassa-1513	61	6	classification	classification	NOUN
ijassa-1513	61	7	systems	system	NOUN
ijassa-1513	61	8	text	text	NOUN
ijassa-1513	61	9	classification	classification	NOUN
ijassa-1513	61	10	,	,	PUNCT
ijassa-1513	61	11	is	be	AUX
ijassa-1513	61	12	a	a	DET
ijassa-1513	61	13	fundamental	fundamental	ADJ
ijassa-1513	61	14	task	task	NOUN
ijassa-1513	61	15	in	in	ADP
ijassa-1513	61	16	the	the	DET
ijassa-1513	61	17	field	field	NOUN
ijassa-1513	61	18	of	of	ADP
ijassa-1513	61	19	nlp	nlp	NOUN
ijassa-1513	61	20	and	and	CCONJ
ijassa-1513	61	21	text	text	NOUN
ijassa-1513	61	22	mining	mining	NOUN
ijassa-1513	61	23	.	.	PUNCT
ijassa-1513	62	1	its	its	PRON
ijassa-1513	62	2	primary	primary	ADJ
ijassa-1513	62	3	objective	objective	NOUN
ijassa-1513	62	4	is	be	AUX
ijassa-1513	62	5	to	to	PART
ijassa-1513	62	6	automatically	automatically	ADV
ijassa-1513	62	7	categorize	categorize	VERB
ijassa-1513	62	8	or	or	CCONJ
ijassa-1513	62	9	assign	assign	VERB
ijassa-1513	62	10	labels	label	NOUN
ijassa-1513	62	11	to	to	ADP
ijassa-1513	62	12	a	a	DET
ijassa-1513	62	13	given	give	VERB
ijassa-1513	62	14	text	text	NOUN
ijassa-1513	62	15	document	document	NOUN
ijassa-1513	62	16	into	into	ADP
ijassa-1513	62	17	predefined	predefine	VERB
ijassa-1513	62	18	categories	category	NOUN
ijassa-1513	62	19	or	or	CCONJ
ijassa-1513	62	20	classes	class	NOUN
ijassa-1513	62	21	based	base	VERB
ijassa-1513	62	22	on	on	ADP
ijassa-1513	62	23	its	its	PRON
ijassa-1513	62	24	content	content	NOUN
ijassa-1513	62	25	[	[	X
ijassa-1513	62	26	75	75	NUM
ijassa-1513	62	27	]	]	PUNCT
ijassa-1513	62	28	.	.	PUNCT
ijassa-1513	63	1	a	a	DET
ijassa-1513	63	2	machine	machine	NOUN
ijassa-1513	63	3	learning	learn	VERB
ijassa-1513	63	4	model	model	NOUN
ijassa-1513	63	5	or	or	CCONJ
ijassa-1513	63	6	algorithm	algorithm	NOUN
ijassa-1513	63	7	typically	typically	ADV
ijassa-1513	63	8	performs	perform	VERB
ijassa-1513	63	9	this	this	DET
ijassa-1513	63	10	classification	classification	NOUN
ijassa-1513	63	11	.	.	PUNCT
ijassa-1513	64	1	here	here	ADV
ijassa-1513	64	2	are	be	AUX
ijassa-1513	64	3	the	the	DET
ijassa-1513	64	4	key	key	ADJ
ijassa-1513	64	5	components	component	NOUN
ijassa-1513	64	6	and	and	CCONJ
ijassa-1513	64	7	concepts	concept	NOUN
ijassa-1513	64	8	related	relate	VERB
ijassa-1513	64	9	to	to	ADP
ijassa-1513	64	10	text	text	NOUN
ijassa-1513	64	11	document	document	NOUN
ijassa-1513	64	12	classification	classification	NOUN
ijassa-1513	64	13	[	[	X
ijassa-1513	64	14	42	42	NUM
ijassa-1513	64	15	]	]	X
ijassa-1513	64	16	:	:	PUNCT
ijassa-1513	64	17			X
ijassa-1513	64	18	text	text	NOUN
ijassa-1513	64	19	classification	classification	NOUN
ijassa-1513	64	20	involves	involve	VERB
ijassa-1513	64	21	assigning	assign	VERB
ijassa-1513	64	22	a	a	DET
ijassa-1513	64	23	document	document	NOUN
ijassa-1513	64	24	to	to	ADP
ijassa-1513	64	25	one	one	NUM
ijassa-1513	64	26	or	or	CCONJ
ijassa-1513	64	27	more	more	ADJ
ijassa-1513	64	28	predetermined	predetermined	ADJ
ijassa-1513	64	29	categories	category	NOUN
ijassa-1513	64	30	.	.	PUNCT
ijassa-1513	65	1			X
ijassa-1513	66	1	the	the	DET
ijassa-1513	66	2	process	process	NOUN
ijassa-1513	66	3	typically	typically	ADV
ijassa-1513	66	4	requires	require	VERB
ijassa-1513	66	5	a	a	DET
ijassa-1513	66	6	dataset	dataset	NOUN
ijassa-1513	66	7	(	(	PUNCT
ijassa-1513	66	8	d	d	NOUN
ijassa-1513	66	9	)	)	PUNCT
ijassa-1513	66	10	of	of	ADP
ijassa-1513	66	11	labeled	label	VERB
ijassa-1513	66	12	training	training	NOUN
ijassa-1513	66	13	documents	document	NOUN
ijassa-1513	66	14	(	(	PUNCT
ijassa-1513	66	15	d1	d1	PROPN
ijassa-1513	66	16	,	,	PUNCT
ijassa-1513	66	17	d2	d2	PROPN
ijassa-1513	66	18	,	,	PUNCT
ijassa-1513	66	19	...	...	PUNCT
ijassa-1513	66	20	,	,	PUNCT
ijassa-1513	66	21	dn	dn	PROPN
ijassa-1513	66	22	)	)	PUNCT
ijassa-1513	66	23	,	,	PUNCT
ijassa-1513	66	24	each	each	PRON
ijassa-1513	66	25	with	with	ADP
ijassa-1513	66	26	corresponding	correspond	VERB
ijassa-1513	66	27	class	class	NOUN
ijassa-1513	66	28	labels	label	NOUN
ijassa-1513	66	29	(	(	PUNCT
ijassa-1513	66	30	c1	c1	NOUN
ijassa-1513	66	31	,	,	PUNCT
ijassa-1513	66	32	c2	c2	PROPN
ijassa-1513	66	33	,	,	PUNCT
ijassa-1513	66	34	...	...	PUNCT
ijassa-1513	66	35	,	,	PUNCT
ijassa-1513	66	36	cn	cn	PROPN
ijassa-1513	66	37	)	)	PUNCT
ijassa-1513	66	38	.	.	PUNCT
ijassa-1513	67	1	these	these	DET
ijassa-1513	67	2	labels	label	NOUN
ijassa-1513	67	3	serve	serve	VERB
ijassa-1513	67	4	as	as	ADP
ijassa-1513	67	5	the	the	DET
ijassa-1513	67	6	ground	ground	NOUN
ijassa-1513	67	7	truth	truth	NOUN
ijassa-1513	67	8	to	to	PART
ijassa-1513	67	9	train	train	VERB
ijassa-1513	67	10	a	a	DET
ijassa-1513	67	11	classification	classification	NOUN
ijassa-1513	67	12	model	model	NOUN
ijassa-1513	67	13	.	.	PUNCT
ijassa-1513	68	1			PUNCT
ijassa-1513	69	1	the	the	DET
ijassa-1513	69	2	aim	aim	NOUN
ijassa-1513	69	3	of	of	ADP
ijassa-1513	69	4	text	text	NOUN
ijassa-1513	69	5	classification	classification	NOUN
ijassa-1513	69	6	is	be	AUX
ijassa-1513	69	7	to	to	PART
ijassa-1513	69	8	create	create	VERB
ijassa-1513	69	9	a	a	DET
ijassa-1513	69	10	model	model	NOUN
ijassa-1513	69	11	for	for	ADP
ijassa-1513	69	12	assigning	assign	VERB
ijassa-1513	69	13	the	the	DET
ijassa-1513	69	14	correct	correct	ADJ
ijassa-1513	69	15	class	class	NOUN
ijassa-1513	69	16	label	label	NOUN
ijassa-1513	69	17	to	to	ADP
ijassa-1513	69	18	a	a	DET
ijassa-1513	69	19	new	new	ADJ
ijassa-1513	69	20	,	,	PUNCT
ijassa-1513	69	21	unclassified	unclassified	ADJ
ijassa-1513	69	22	document	document	NOUN
ijassa-1513	69	23	(	(	PUNCT
ijassa-1513	69	24	d	d	NOUN
ijassa-1513	69	25	)	)	PUNCT
ijassa-1513	69	26	automatically	automatically	ADV
ijassa-1513	69	27	.	.	PUNCT
ijassa-1513	70	1	this	this	DET
ijassa-1513	70	2	model	model	NOUN
ijassa-1513	70	3	learns	learn	VERB
ijassa-1513	70	4	from	from	ADP
ijassa-1513	70	5	training	train	VERB
ijassa-1513	70	6	data	datum	NOUN
ijassa-1513	70	7	patterns	pattern	NOUN
ijassa-1513	70	8	and	and	CCONJ
ijassa-1513	70	9	features	feature	NOUN
ijassa-1513	70	10	that	that	PRON
ijassa-1513	70	11	enable	enable	VERB
ijassa-1513	70	12	predictions	prediction	NOUN
ijassa-1513	70	13	about	about	ADP
ijassa-1513	70	14	the	the	DET
ijassa-1513	70	15	class	class	NOUN
ijassa-1513	70	16	of	of	ADP
ijassa-1513	70	17	new	new	ADJ
ijassa-1513	70	18	documents	document	NOUN
ijassa-1513	70	19	.	.	PUNCT
ijassa-1513	71	1			X
ijassa-1513	71	2	there	there	PRON
ijassa-1513	71	3	are	be	VERB
ijassa-1513	71	4	two	two	NUM
ijassa-1513	71	5	primary	primary	ADJ
ijassa-1513	71	6	types	type	NOUN
ijassa-1513	71	7	of	of	ADP
ijassa-1513	71	8	text	text	NOUN
ijassa-1513	71	9	classification	classification	NOUN
ijassa-1513	71	10	:	:	PUNCT
ijassa-1513	71	11	single	single	ADJ
ijassa-1513	71	12	and	and	CCONJ
ijassa-1513	71	13	multi	multi	ADJ
ijassa-1513	71	14	-	-	NOUN
ijassa-1513	71	15	label	label	NOUN
ijassa-1513	71	16	.	.	PUNCT
ijassa-1513	72	1	in	in	ADP
ijassa-1513	72	2	single	single	ADJ
ijassa-1513	72	3	label	label	NOUN
ijassa-1513	72	4	classification	classification	NOUN
ijassa-1513	72	5	,	,	PUNCT
ijassa-1513	72	6	each	each	DET
ijassa-1513	72	7	document	document	NOUN
ijassa-1513	72	8	is	be	AUX
ijassa-1513	72	9	assigned	assign	VERB
ijassa-1513	72	10	to	to	ADP
ijassa-1513	72	11	only	only	ADV
ijassa-1513	72	12	one	one	NUM
ijassa-1513	72	13	class	class	NOUN
ijassa-1513	72	14	.	.	PUNCT
ijassa-1513	73	1	it	it	PRON
ijassa-1513	73	2	is	be	AUX
ijassa-1513	73	3	assumed	assume	VERB
ijassa-1513	73	4	to	to	PART
ijassa-1513	73	5	belong	belong	VERB
ijassa-1513	73	6	exclusively	exclusively	ADV
ijassa-1513	73	7	to	to	ADP
ijassa-1513	73	8	a	a	DET
ijassa-1513	73	9	single	single	ADJ
ijassa-1513	73	10	category	category	NOUN
ijassa-1513	73	11	.	.	PUNCT
ijassa-1513	74	1	a	a	DET
ijassa-1513	74	2	document	document	NOUN
ijassa-1513	74	3	in	in	ADP
ijassa-1513	74	4	multi	multi	ADJ
ijassa-1513	74	5	-	-	ADJ
ijassa-1513	74	6	label	label	ADJ
ijassa-1513	74	7	classification	classification	NOUN
ijassa-1513	74	8	can	can	AUX
ijassa-1513	74	9	belong	belong	VERB
ijassa-1513	74	10	to	to	ADP
ijassa-1513	74	11	multiple	multiple	ADJ
ijassa-1513	74	12	classes	class	NOUN
ijassa-1513	74	13	at	at	ADP
ijassa-1513	74	14	the	the	DET
ijassa-1513	74	15	same	same	ADJ
ijassa-1513	74	16	time	time	NOUN
ijassa-1513	74	17	.	.	PUNCT
ijassa-1513	75	1	for	for	ADP
ijassa-1513	75	2	example	example	NOUN
ijassa-1513	75	3	,	,	PUNCT
ijassa-1513	75	4	a	a	DET
ijassa-1513	75	5	news	news	NOUN
ijassa-1513	75	6	article	article	NOUN
ijassa-1513	75	7	may	may	AUX
ijassa-1513	75	8	be	be	AUX
ijassa-1513	75	9	classified	classify	VERB
ijassa-1513	75	10	as	as	ADP
ijassa-1513	75	11	both	both	DET
ijassa-1513	75	12	«	«	PUNCT
ijassa-1513	75	13	politics	politic	NOUN
ijassa-1513	75	14	»	»	PUNCT
ijassa-1513	75	15	and	and	CCONJ
ijassa-1513	75	16	«	«	PUNCT
ijassa-1513	75	17	sports	sport	NOUN
ijassa-1513	75	18	»	»	NOUN
ijassa-1513	75	19	if	if	SCONJ
ijassa-1513	75	20	it	it	PRON
ijassa-1513	75	21	covers	cover	VERB
ijassa-1513	75	22	topics	topic	NOUN
ijassa-1513	75	23	from	from	ADP
ijassa-1513	75	24	both	both	DET
ijassa-1513	75	25	categories	category	NOUN
ijassa-1513	75	26	.	.	PUNCT
ijassa-1513	76	1	a	a	DET
ijassa-1513	76	2	text	text	NOUN
ijassa-1513	76	3	classification	classification	NOUN
ijassa-1513	76	4	pipeline	pipeline	NOUN
ijassa-1513	76	5	is	be	AUX
ijassa-1513	76	6	a	a	DET
ijassa-1513	76	7	structured	structured	ADJ
ijassa-1513	76	8	sequence	sequence	NOUN
ijassa-1513	76	9	of	of	ADP
ijassa-1513	76	10	processes	process	NOUN
ijassa-1513	76	11	designed	design	VERB
ijassa-1513	76	12	to	to	PART
ijassa-1513	76	13	transform	transform	VERB
ijassa-1513	76	14	unstructured	unstructured	ADJ
ijassa-1513	76	15	text	text	NOUN
ijassa-1513	76	16	data	datum	NOUN
ijassa-1513	76	17	into	into	ADP
ijassa-1513	76	18	useful	useful	ADJ
ijassa-1513	76	19	information	information	NOUN
ijassa-1513	76	20	.	.	PUNCT
ijassa-1513	77	1	as	as	SCONJ
ijassa-1513	77	2	stated	state	VERB
ijassa-1513	77	3	in	in	ADP
ijassa-1513	77	4	the	the	DET
ijassa-1513	77	5	introduction	introduction	NOUN
ijassa-1513	77	6	we	we	PRON
ijassa-1513	77	7	use	use	VERB
ijassa-1513	77	8	tripartite	tripartite	ADJ
ijassa-1513	77	9	division	division	NOUN
ijassa-1513	77	10	encompassing	encompass	VERB
ijassa-1513	77	11	preparation	preparation	NOUN
ijassa-1513	77	12	,	,	PUNCT
ijassa-1513	77	13	classifier	classifier	NOUN
ijassa-1513	77	14	training	training	NOUN
ijassa-1513	77	15	,	,	PUNCT
ijassa-1513	77	16	and	and	CCONJ
ijassa-1513	77	17	result	result	VERB
ijassa-1513	77	18	evaluation	evaluation	NOUN
ijassa-1513	77	19	.	.	PUNCT
ijassa-1513	78	1	the	the	DET
ijassa-1513	78	2	initial	initial	ADJ
ijassa-1513	78	3	and	and	CCONJ
ijassa-1513	78	4	fundamental	fundamental	ADJ
ijassa-1513	78	5	step	step	NOUN
ijassa-1513	78	6	of	of	ADP
ijassa-1513	78	7	the	the	DET
ijassa-1513	78	8	text	text	NOUN
ijassa-1513	78	9	classification	classification	NOUN
ijassa-1513	78	10	pipeline	pipeline	NOUN
ijassa-1513	78	11	involves	involve	VERB
ijassa-1513	78	12	preparing	prepare	VERB
ijassa-1513	78	13	the	the	DET
ijassa-1513	78	14	text	text	NOUN
ijassa-1513	79	1	[	[	X
ijassa-1513	79	2	150	150	NUM
ijassa-1513	79	3	]	]	PUNCT
ijassa-1513	79	4	,	,	PUNCT
ijassa-1513	79	5	which	which	PRON
ijassa-1513	79	6	is	be	AUX
ijassa-1513	79	7	an	an	DET
ijassa-1513	79	8	essential	essential	ADJ
ijassa-1513	79	9	process	process	NOUN
ijassa-1513	79	10	for	for	ADP
ijassa-1513	79	11	transforming	transform	VERB
ijassa-1513	79	12	unorganized	unorganized	ADJ
ijassa-1513	79	13	textual	textual	ADJ
ijassa-1513	79	14	data	datum	NOUN
ijassa-1513	79	15	into	into	ADP
ijassa-1513	79	16	an	an	DET
ijassa-1513	79	17	easily	easily	ADV
ijassa-1513	79	18	comprehendible	comprehendible	ADJ
ijassa-1513	79	19	and	and	CCONJ
ijassa-1513	79	20	analyzable	analyzable	ADJ
ijassa-1513	79	21	format	format	NOUN
ijassa-1513	79	22	.	.	PUNCT
ijassa-1513	80	1	the	the	DET
ijassa-1513	80	2	importance	importance	NOUN
ijassa-1513	80	3	of	of	ADP
ijassa-1513	80	4	this	this	DET
ijassa-1513	80	5	phase	phase	NOUN
ijassa-1513	80	6	can	can	AUX
ijassa-1513	80	7	not	not	PART
ijassa-1513	80	8	be	be	AUX
ijassa-1513	80	9	overstated	overstate	VERB
ijassa-1513	80	10	since	since	SCONJ
ijassa-1513	80	11	the	the	DET
ijassa-1513	80	12	effectiveness	effectiveness	NOUN
ijassa-1513	80	13	and	and	CCONJ
ijassa-1513	80	14	importance	importance	NOUN
ijassa-1513	80	15	of	of	ADP
ijassa-1513	80	16	the	the	DET
ijassa-1513	80	17	consequent	consequent	ADJ
ijassa-1513	80	18	analysis	analysis	NOUN
ijassa-1513	80	19	and	and	CCONJ
ijassa-1513	80	20	model	model	NOUN
ijassa-1513	80	21	training	training	NOUN
ijassa-1513	80	22	are	be	AUX
ijassa-1513	80	23	directly	directly	ADV
ijassa-1513	80	24	dependent	dependent	ADJ
ijassa-1513	80	25	on	on	ADP
ijassa-1513	80	26	the	the	DET
ijassa-1513	80	27	meticulousness	meticulousness	NOUN
ijassa-1513	80	28	of	of	ADP
ijassa-1513	80	29	text	text	NOUN
ijassa-1513	80	30	preparation	preparation	NOUN
ijassa-1513	80	31	.	.	PUNCT
ijassa-1513	81	1	the	the	DET
ijassa-1513	81	2	second	second	ADJ
ijassa-1513	81	3	phase	phase	NOUN
ijassa-1513	81	4	of	of	ADP
ijassa-1513	81	5	the	the	DET
ijassa-1513	81	6	text	text	NOUN
ijassa-1513	81	7	classification	classification	NOUN
ijassa-1513	81	8	pipeline	pipeline	NOUN
ijassa-1513	81	9	is	be	AUX
ijassa-1513	81	10	dedicated	dedicate	VERB
ijassa-1513	81	11	to	to	PART
ijassa-1513	81	12	classifier	classifier	VERB
ijassa-1513	81	13	training	training	NOUN
ijassa-1513	81	14	.	.	PUNCT
ijassa-1513	82	1	a	a	DET
ijassa-1513	82	2	diverse	diverse	ADJ
ijassa-1513	82	3	array	array	NOUN
ijassa-1513	82	4	of	of	ADP
ijassa-1513	82	5	machine	machine	NOUN
ijassa-1513	82	6	learning	learning	NOUN
ijassa-1513	82	7	algorithms	algorithm	NOUN
ijassa-1513	82	8	,	,	PUNCT
ijassa-1513	82	9	is	be	AUX
ijassa-1513	82	10	contemplated	contemplate	VERB
ijassa-1513	82	11	in	in	ADP
ijassa-1513	82	12	accordance	accordance	NOUN
ijassa-1513	82	13	with	with	ADP
ijassa-1513	82	14	the	the	DET
ijassa-1513	82	15	nature	nature	NOUN
ijassa-1513	82	16	of	of	ADP
ijassa-1513	82	17	the	the	DET
ijassa-1513	82	18	text	text	NOUN
ijassa-1513	82	19	classification	classification	NOUN
ijassa-1513	82	20	task	task	NOUN
ijassa-1513	82	21	.	.	PUNCT
ijassa-1513	83	1	armed	arm	VERB
ijassa-1513	83	2	with	with	ADP
ijassa-1513	83	3	feature	feature	NOUN
ijassa-1513	83	4	-	-	PUNCT
ijassa-1513	83	5	extracted	extract	VERB
ijassa-1513	83	6	and	and	CCONJ
ijassa-1513	83	7	labeled	label	VERB
ijassa-1513	83	8	data	datum	NOUN
ijassa-1513	83	9	,	,	PUNCT
ijassa-1513	83	10	the	the	DET
ijassa-1513	83	11	selected	select	VERB
ijassa-1513	83	12	classifier	classifier	NOUN
ijassa-1513	83	13	undergoes	undergo	VERB
ijassa-1513	83	14	training	training	NOUN
ijassa-1513	83	15	to	to	PART
ijassa-1513	83	16	discern	discern	VERB
ijassa-1513	83	17	underlying	underlying	ADJ
ijassa-1513	83	18	patterns	pattern	NOUN
ijassa-1513	83	19	and	and	CCONJ
ijassa-1513	83	20	relationships	relationship	NOUN
ijassa-1513	83	21	within	within	ADP
ijassa-1513	83	22	the	the	DET
ijassa-1513	83	23	data	datum	NOUN
ijassa-1513	83	24	.	.	PUNCT
ijassa-1513	84	1	the	the	DET
ijassa-1513	84	2	ultimate	ultimate	ADJ
ijassa-1513	84	3	objective	objective	NOUN
ijassa-1513	84	4	is	be	AUX
ijassa-1513	84	5	to	to	PART
ijassa-1513	84	6	endow	endow	VERB
ijassa-1513	84	7	the	the	DET
ijassa-1513	84	8	model	model	NOUN
ijassa-1513	84	9	with	with	ADP
ijassa-1513	84	10	the	the	DET
ijassa-1513	84	11	ability	ability	NOUN
ijassa-1513	84	12	to	to	PART
ijassa-1513	84	13	make	make	VERB
ijassa-1513	84	14	accurate	accurate	ADJ
ijassa-1513	84	15	predictions	prediction	NOUN
ijassa-1513	84	16	on	on	ADP
ijassa-1513	84	17	novel	novel	NOUN
ijassa-1513	84	18	,	,	PUNCT
ijassa-1513	84	19	unlabeled	unlabele	VERB
ijassa-1513	84	20	textual	textual	ADJ
ijassa-1513	84	21	inputs	input	NOUN
ijassa-1513	84	22	.	.	PUNCT
ijassa-1513	85	1	the	the	DET
ijassa-1513	85	2	culmination	culmination	NOUN
ijassa-1513	85	3	of	of	ADP
ijassa-1513	85	4	the	the	DET
ijassa-1513	85	5	text	text	NOUN
ijassa-1513	85	6	classification	classification	NOUN
ijassa-1513	85	7	pipeline	pipeline	NOUN
ijassa-1513	85	8	lies	lie	VERB
ijassa-1513	85	9	in	in	ADP
ijassa-1513	85	10	result	result	NOUN
ijassa-1513	85	11	evaluation	evaluation	NOUN
ijassa-1513	85	12	,	,	PUNCT
ijassa-1513	85	13	a	a	DET
ijassa-1513	85	14	quintessential	quintessential	ADJ
ijassa-1513	85	15	phase	phase	NOUN
ijassa-1513	85	16	to	to	PART
ijassa-1513	85	17	gauge	gauge	VERB
ijassa-1513	85	18	the	the	DET
ijassa-1513	85	19	efficacy	efficacy	NOUN
ijassa-1513	85	20	and	and	CCONJ
ijassa-1513	85	21	generalizability	generalizability	NOUN
ijassa-1513	85	22	of	of	ADP
ijassa-1513	85	23	the	the	DET
ijassa-1513	85	24	trained	train	VERB
ijassa-1513	85	25	classifier	classifier	NOUN
ijassa-1513	85	26	.	.	PUNCT
ijassa-1513	86	1	evaluation	evaluation	NOUN
ijassa-1513	86	2	metrics	metric	NOUN
ijassa-1513	86	3	such	such	ADJ
ijassa-1513	86	4	as	as	ADP
ijassa-1513	86	5	precision	precision	NOUN
ijassa-1513	86	6	,	,	PUNCT
ijassa-1513	86	7	recall	recall	NOUN
ijassa-1513	86	8	,	,	PUNCT
ijassa-1513	86	9	f1	f1	NOUN
ijassa-1513	86	10	-	-	PUNCT
ijassa-1513	86	11	score	score	NOUN
ijassa-1513	86	12	,	,	PUNCT
ijassa-1513	86	13	and	and	CCONJ
ijassa-1513	86	14	accuracy	accuracy	NOUN
ijassa-1513	86	15	are	be	AUX
ijassa-1513	86	16	employed	employ	VERB
ijassa-1513	86	17	to	to	PART
ijassa-1513	86	18	assess	assess	VERB
ijassa-1513	86	19	the	the	DET
ijassa-1513	86	20	model	model	NOUN
ijassa-1513	86	21	's	's	PART
ijassa-1513	86	22	performance	performance	NOUN
ijassa-1513	86	23	[	[	X
ijassa-1513	86	24	38	38	NUM
ijassa-1513	86	25	]	]	PUNCT
ijassa-1513	86	26	.	.	PUNCT
ijassa-1513	87	1	these	these	DET
ijassa-1513	87	2	metrics	metric	NOUN
ijassa-1513	87	3	provide	provide	VERB
ijassa-1513	87	4	a	a	DET
ijassa-1513	87	5	comprehensive	comprehensive	ADJ
ijassa-1513	87	6	view	view	NOUN
ijassa-1513	87	7	of	of	ADP
ijassa-1513	87	8	the	the	DET
ijassa-1513	87	9	classifier	classifier	NOUN
ijassa-1513	87	10	's	's	PART
ijassa-1513	87	11	ability	ability	NOUN
ijassa-1513	87	12	to	to	PART
ijassa-1513	87	13	correctly	correctly	ADV
ijassa-1513	87	14	categorize	categorize	VERB
ijassa-1513	87	15	text	text	NOUN
ijassa-1513	87	16	inputs	input	NOUN
ijassa-1513	87	17	.	.	PUNCT
ijassa-1513	88	1	figure	figure	NOUN
ijassa-1513	88	2	2.1	2.1	NUM
ijassa-1513	88	3	shows	show	VERB
ijassa-1513	88	4	a	a	DET
ijassa-1513	88	5	graphical	graphical	ADJ
ijassa-1513	88	6	representation	representation	NOUN
ijassa-1513	88	7	of	of	ADP
ijassa-1513	88	8	the	the	DET
ijassa-1513	88	9	text	text	NOUN
ijassa-1513	88	10	classification	classification	NOUN
ijassa-1513	88	11	process	process	NOUN
ijassa-1513	88	12	.	.	PUNCT
ijassa-1513	89	1	136	136	NUM
ijassa-1513	89	2	a.	a.	NOUN
ijassa-1513	89	3	kravets	kravet	NOUN
ijassa-1513	89	4	,	,	PUNCT
ijassa-1513	89	5	d.	d.	PROPN
ijassa-1513	89	6	semenochkin	semenochkin	PROPN
ijassa-1513	89	7	copyright	copyright	NOUN
ijassa-1513	89	8	©	©	PROPN
ijassa-1513	89	9	2024	2024	NUM
ijassa-1513	89	10	assa	assa	PROPN
ijassa-1513	89	11	adv	adv	PROPN
ijassa-1513	89	12	.	.	PUNCT
ijassa-1513	90	1	in	in	ADP
ijassa-1513	90	2	systems	system	NOUN
ijassa-1513	90	3	science	science	NOUN
ijassa-1513	90	4	and	and	CCONJ
ijassa-1513	90	5	appl	appl	NOUN
ijassa-1513	90	6	.	.	PUNCT
ijassa-1513	91	1	(	(	PUNCT
ijassa-1513	91	2	2024	2024	NUM
ijassa-1513	91	3	)	)	PUNCT
ijassa-1513	91	4	fig	fig	NOUN
ijassa-1513	91	5	.	.	PUNCT
ijassa-1513	92	1	2.1	2.1	NUM
ijassa-1513	92	2	.	.	PUNCT
ijassa-1513	92	3	stages	stage	NOUN
ijassa-1513	92	4	of	of	ADP
ijassa-1513	92	5	text	text	NOUN
ijassa-1513	92	6	classification	classification	NOUN
ijassa-1513	92	7	process	process	NOUN
ijassa-1513	92	8	2.2	2.2	NUM
ijassa-1513	92	9	.	.	PUNCT
ijassa-1513	93	1	data	datum	NOUN
ijassa-1513	93	2	preparation	preparation	NOUN
ijassa-1513	93	3	the	the	DET
ijassa-1513	93	4	text	text	NOUN
ijassa-1513	93	5	preparation	preparation	NOUN
ijassa-1513	93	6	phase	phase	NOUN
ijassa-1513	93	7	in	in	ADP
ijassa-1513	93	8	a	a	DET
ijassa-1513	93	9	text	text	NOUN
ijassa-1513	93	10	classification	classification	NOUN
ijassa-1513	93	11	pipeline	pipeline	NOUN
ijassa-1513	93	12	is	be	AUX
ijassa-1513	93	13	a	a	DET
ijassa-1513	93	14	crucial	crucial	ADJ
ijassa-1513	93	15	step	step	NOUN
ijassa-1513	93	16	that	that	PRON
ijassa-1513	93	17	involves	involve	VERB
ijassa-1513	93	18	transforming	transform	VERB
ijassa-1513	93	19	raw	raw	ADJ
ijassa-1513	93	20	,	,	PUNCT
ijassa-1513	93	21	unstructured	unstructured	ADJ
ijassa-1513	93	22	textual	textual	ADJ
ijassa-1513	93	23	data	datum	NOUN
ijassa-1513	93	24	into	into	ADP
ijassa-1513	93	25	a	a	DET
ijassa-1513	93	26	structured	structured	ADJ
ijassa-1513	93	27	and	and	CCONJ
ijassa-1513	93	28	analyzable	analyzable	ADJ
ijassa-1513	93	29	format	format	NOUN
ijassa-1513	93	30	.	.	PUNCT
ijassa-1513	94	1	this	this	DET
ijassa-1513	94	2	phase	phase	NOUN
ijassa-1513	94	3	encompasses	encompass	VERB
ijassa-1513	94	4	several	several	ADJ
ijassa-1513	94	5	key	key	ADJ
ijassa-1513	94	6	components	component	NOUN
ijassa-1513	94	7	:	:	PUNCT
ijassa-1513	94	8	text	text	NOUN
ijassa-1513	94	9	preprocessing	preprocessing	NOUN
ijassa-1513	94	10	,	,	PUNCT
ijassa-1513	94	11	text	text	NOUN
ijassa-1513	94	12	representation	representation	NOUN
ijassa-1513	94	13	and	and	CCONJ
ijassa-1513	94	14	feature	feature	NOUN
ijassa-1513	94	15	selection	selection	NOUN
ijassa-1513	94	16	.	.	PUNCT
ijassa-1513	95	1	2.2.1	2.2.1	NUM
ijassa-1513	95	2	text	text	NOUN
ijassa-1513	95	3	preprocessing	preprocesse	VERB
ijassa-1513	95	4	the	the	DET
ijassa-1513	95	5	text	text	NOUN
ijassa-1513	95	6	preparation	preparation	NOUN
ijassa-1513	95	7	phase	phase	NOUN
ijassa-1513	95	8	in	in	ADP
ijassa-1513	95	9	a	a	DET
ijassa-1513	95	10	text	text	NOUN
ijassa-1513	95	11	classification	classification	NOUN
ijassa-1513	95	12	pipeline	pipeline	NOUN
ijassa-1513	95	13	is	be	AUX
ijassa-1513	95	14	a	a	DET
ijassa-1513	95	15	crucial	crucial	ADJ
ijassa-1513	95	16	step	step	NOUN
ijassa-1513	95	17	that	that	PRON
ijassa-1513	95	18	in	in	ADP
ijassa-1513	95	19	-	-	PUNCT
ijassa-1513	95	20	volves	volve	NOUN
ijassa-1513	95	21	transforming	transform	VERB
ijassa-1513	95	22	raw	raw	ADJ
ijassa-1513	95	23	,	,	PUNCT
ijassa-1513	95	24	unstructured	unstructured	ADJ
ijassa-1513	95	25	textual	textual	ADJ
ijassa-1513	95	26	data	datum	NOUN
ijassa-1513	95	27	into	into	ADP
ijassa-1513	95	28	a	a	DET
ijassa-1513	95	29	structured	structured	ADJ
ijassa-1513	95	30	and	and	CCONJ
ijassa-1513	95	31	analyzable	analyzable	ADJ
ijassa-1513	95	32	format	format	NOUN
ijassa-1513	95	33	.	.	PUNCT
ijassa-1513	96	1	this	this	DET
ijassa-1513	96	2	phase	phase	NOUN
ijassa-1513	96	3	encompasses	encompass	VERB
ijassa-1513	96	4	several	several	ADJ
ijassa-1513	96	5	key	key	ADJ
ijassa-1513	96	6	components	component	NOUN
ijassa-1513	96	7	:	:	PUNCT
ijassa-1513	96	8	text	text	NOUN
ijassa-1513	96	9	preprocessing	preprocessing	NOUN
ijassa-1513	96	10	,	,	PUNCT
ijassa-1513	96	11	text	text	NOUN
ijassa-1513	96	12	representation	representation	NOUN
ijassa-1513	96	13	and	and	CCONJ
ijassa-1513	96	14	feature	feature	NOUN
ijassa-1513	96	15	selection	selection	NOUN
ijassa-1513	96	16	.	.	PUNCT
ijassa-1513	97	1	text	text	NOUN
ijassa-1513	97	2	preprocessing	preprocessing	NOUN
ijassa-1513	97	3	is	be	AUX
ijassa-1513	97	4	the	the	DET
ijassa-1513	97	5	initial	initial	ADJ
ijassa-1513	97	6	step	step	NOUN
ijassa-1513	97	7	in	in	ADP
ijassa-1513	97	8	text	text	NOUN
ijassa-1513	97	9	preparation	preparation	NOUN
ijassa-1513	97	10	.	.	PUNCT
ijassa-1513	98	1	its	its	PRON
ijassa-1513	98	2	objective	objective	NOUN
ijassa-1513	98	3	is	be	AUX
ijassa-1513	98	4	to	to	PART
ijassa-1513	98	5	clean	clean	VERB
ijassa-1513	98	6	and	and	CCONJ
ijassa-1513	98	7	standardize	standardize	VERB
ijassa-1513	98	8	the	the	DET
ijassa-1513	98	9	raw	raw	ADJ
ijassa-1513	98	10	text	text	NOUN
ijassa-1513	98	11	data	datum	NOUN
ijassa-1513	98	12	to	to	PART
ijassa-1513	98	13	ensure	ensure	VERB
ijassa-1513	98	14	consistency	consistency	NOUN
ijassa-1513	98	15	and	and	CCONJ
ijassa-1513	98	16	remove	remove	VERB
ijassa-1513	98	17	unnecessary	unnecessary	ADJ
ijassa-1513	98	18	noise	noise	NOUN
ijassa-1513	98	19	.	.	PUNCT
ijassa-1513	99	1	research	research	NOUN
ijassa-1513	99	2	papers	paper	NOUN
ijassa-1513	99	3	(	(	PUNCT
ijassa-1513	99	4	[	[	X
ijassa-1513	99	5	150	150	NUM
ijassa-1513	99	6	]	]	PUNCT
ijassa-1513	100	1	[	[	X
ijassa-1513	100	2	43	43	NUM
ijassa-1513	100	3	]	]	X
ijassa-1513	101	1	[	[	X
ijassa-1513	101	2	115	115	NUM
ijassa-1513	101	3	]	]	PUNCT
ijassa-1513	101	4	)	)	PUNCT
ijassa-1513	101	5	agree	agree	VERB
ijassa-1513	101	6	on	on	ADP
ijassa-1513	101	7	important	important	ADJ
ijassa-1513	101	8	aspects	aspect	NOUN
ijassa-1513	101	9	of	of	ADP
ijassa-1513	101	10	text	text	NOUN
ijassa-1513	101	11	preprocessing	preprocessing	NOUN
ijassa-1513	101	12	,	,	PUNCT
ijassa-1513	101	13	such	such	ADJ
ijassa-1513	101	14	as	as	ADP
ijassa-1513	101	15	stopword	stopword	PROPN
ijassa-1513	101	16	removal	removal	NOUN
ijassa-1513	101	17	,	,	PUNCT
ijassa-1513	101	18	tokenization	tokenization	NOUN
ijassa-1513	101	19	,	,	PUNCT
ijassa-1513	101	20	stemming	stemming	NOUN
ijassa-1513	101	21	and	and	CCONJ
ijassa-1513	101	22	lemmatization	lemmatization	NOUN
ijassa-1513	101	23	.	.	PUNCT
ijassa-1513	102	1	stopwords	stopword	NOUN
ijassa-1513	102	2	are	be	AUX
ijassa-1513	102	3	common	common	ADJ
ijassa-1513	102	4	words	word	NOUN
ijassa-1513	102	5	like	like	ADP
ijassa-1513	102	6	«	«	PUNCT
ijassa-1513	102	7	the	the	DET
ijassa-1513	102	8	»	»	NOUN
ijassa-1513	102	9	,	,	PUNCT
ijassa-1513	102	10	«	«	PUNCT
ijassa-1513	102	11	and	and	CCONJ
ijassa-1513	102	12	»	»	PUNCT
ijassa-1513	102	13	,	,	PUNCT
ijassa-1513	102	14	«	«	PUNCT
ijassa-1513	102	15	in	in	ADP
ijassa-1513	102	16	»	»	NOUN
ijassa-1513	102	17	,	,	PUNCT
ijassa-1513	102	18	which	which	PRON
ijassa-1513	102	19	appear	appear	VERB
ijassa-1513	102	20	frequently	frequently	ADV
ijassa-1513	102	21	in	in	ADP
ijassa-1513	102	22	text	text	NOUN
ijassa-1513	102	23	but	but	CCONJ
ijassa-1513	102	24	typically	typically	ADV
ijassa-1513	102	25	do	do	AUX
ijassa-1513	102	26	not	not	PART
ijassa-1513	102	27	carry	carry	VERB
ijassa-1513	102	28	significant	significant	ADJ
ijassa-1513	102	29	information	information	NOUN
ijassa-1513	102	30	for	for	ADP
ijassa-1513	102	31	classification	classification	NOUN
ijassa-1513	102	32	tasks	task	NOUN
ijassa-1513	102	33	.	.	PUNCT
ijassa-1513	103	1	removing	remove	VERB
ijassa-1513	103	2	stopwords	stopword	NOUN
ijassa-1513	103	3	reduces	reduce	VERB
ijassa-1513	103	4	dimensionality	dimensionality	NOUN
ijassa-1513	103	5	and	and	CCONJ
ijassa-1513	103	6	can	can	AUX
ijassa-1513	103	7	improve	improve	VERB
ijassa-1513	103	8	model	model	NOUN
ijassa-1513	103	9	performance	performance	NOUN
ijassa-1513	103	10	.	.	PUNCT
ijassa-1513	104	1	tokenization	tokenization	NOUN
ijassa-1513	104	2	involves	involve	VERB
ijassa-1513	104	3	breaking	break	VERB
ijassa-1513	104	4	down	down	ADP
ijassa-1513	104	5	the	the	DET
ijassa-1513	104	6	text	text	NOUN
ijassa-1513	104	7	into	into	ADP
ijassa-1513	104	8	individual	individual	ADJ
ijassa-1513	104	9	units	unit	NOUN
ijassa-1513	104	10	,	,	PUNCT
ijassa-1513	104	11	typically	typically	ADV
ijassa-1513	104	12	words	word	NOUN
ijassa-1513	104	13	or	or	CCONJ
ijassa-1513	104	14	subwords	subword	NOUN
ijassa-1513	104	15	,	,	PUNCT
ijassa-1513	104	16	known	know	VERB
ijassa-1513	104	17	as	as	ADP
ijassa-1513	104	18	tokens	token	NOUN
ijassa-1513	104	19	.	.	PUNCT
ijassa-1513	105	1	the	the	DET
ijassa-1513	105	2	process	process	NOUN
ijassa-1513	105	3	of	of	ADP
ijassa-1513	105	4	tokenization	tokenization	NOUN
ijassa-1513	105	5	plays	play	VERB
ijassa-1513	105	6	a	a	DET
ijassa-1513	105	7	fundamental	fundamental	ADJ
ijassa-1513	105	8	role	role	NOUN
ijassa-1513	105	9	in	in	ADP
ijassa-1513	105	10	text	text	NOUN
ijassa-1513	105	11	analysis	analysis	NOUN
ijassa-1513	105	12	and	and	CCONJ
ijassa-1513	105	13	classification	classification	NOUN
ijassa-1513	105	14	.	.	PUNCT
ijassa-1513	106	1	it	it	PRON
ijassa-1513	106	2	allows	allow	VERB
ijassa-1513	106	3	the	the	DET
ijassa-1513	106	4	model	model	NOUN
ijassa-1513	106	5	to	to	PART
ijassa-1513	106	6	treat	treat	VERB
ijassa-1513	106	7	each	each	DET
ijassa-1513	106	8	token	token	VERB
ijassa-1513	106	9	as	as	ADP
ijassa-1513	106	10	a	a	DET
ijassa-1513	106	11	separate	separate	ADJ
ijassa-1513	106	12	entity	entity	NOUN
ijassa-1513	106	13	.	.	PUNCT
ijassa-1513	107	1	tokenization	tokenization	NOUN
ijassa-1513	107	2	can	can	AUX
ijassa-1513	107	3	be	be	AUX
ijassa-1513	107	4	achieved	achieve	VERB
ijassa-1513	107	5	through	through	ADP
ijassa-1513	107	6	:	:	PUNCT
ijassa-1513	107	7	after	after	ADP
ijassa-1513	107	8	tokenization	tokenization	NOUN
ijassa-1513	107	9	,	,	PUNCT
ijassa-1513	107	10	stemming	stemming	NOUN
ijassa-1513	107	11	and	and	CCONJ
ijassa-1513	107	12	lemmatization	lemmatization	NOUN
ijassa-1513	107	13	are	be	AUX
ijassa-1513	107	14	employed	employ	VERB
ijassa-1513	107	15	to	to	PART
ijassa-1513	107	16	reduce	reduce	VERB
ijassa-1513	107	17	words	word	NOUN
ijassa-1513	107	18	to	to	ADP
ijassa-1513	107	19	their	their	PRON
ijassa-1513	107	20	base	base	NOUN
ijassa-1513	107	21	or	or	CCONJ
ijassa-1513	107	22	root	root	NOUN
ijassa-1513	107	23	forms	form	NOUN
ijassa-1513	107	24	.	.	PUNCT
ijassa-1513	108	1	the	the	DET
ijassa-1513	108	2	purpose	purpose	NOUN
ijassa-1513	108	3	of	of	ADP
ijassa-1513	108	4	these	these	DET
ijassa-1513	108	5	processes	process	NOUN
ijassa-1513	108	6	is	be	AUX
ijassa-1513	108	7	to	to	PART
ijassa-1513	108	8	standardize	standardize	VERB
ijassa-1513	108	9	variations	variation	NOUN
ijassa-1513	108	10	of	of	ADP
ijassa-1513	108	11	words	word	NOUN
ijassa-1513	108	12	and	and	CCONJ
ijassa-1513	108	13	reduce	reduce	VERB
ijassa-1513	108	14	dimensionality	dimensionality	NOUN
ijassa-1513	108	15	.	.	PUNCT
ijassa-1513	109	1	stemming	stem	VERB
ijassa-1513	109	2	is	be	AUX
ijassa-1513	109	3	a	a	DET
ijassa-1513	109	4	more	more	ADV
ijassa-1513	109	5	aggressive	aggressive	ADJ
ijassa-1513	109	6	approach	approach	NOUN
ijassa-1513	109	7	that	that	PRON
ijassa-1513	109	8	involves	involve	VERB
ijassa-1513	109	9	removing	remove	VERB
ijassa-1513	109	10	prefixes	prefix	NOUN
ijassa-1513	109	11	and	and	CCONJ
ijassa-1513	109	12	suffixes	suffix	NOUN
ijassa-1513	109	13	from	from	ADP
ijassa-1513	109	14	words	word	NOUN
ijassa-1513	109	15	to	to	PART
ijassa-1513	109	16	reduce	reduce	VERB
ijassa-1513	109	17	them	they	PRON
ijassa-1513	109	18	to	to	ADP
ijassa-1513	109	19	their	their	PRON
ijassa-1513	109	20	root	root	NOUN
ijassa-1513	109	21	form	form	NOUN
ijassa-1513	109	22	[	[	X
ijassa-1513	109	23	57	57	NUM
ijassa-1513	109	24	]	]	PUNCT
ijassa-1513	109	25	.	.	PUNCT
ijassa-1513	110	1	for	for	ADP
ijassa-1513	110	2	example	example	NOUN
ijassa-1513	110	3	,	,	PUNCT
ijassa-1513	110	4	«	«	PUNCT
ijassa-1513	110	5	running	run	VERB
ijassa-1513	110	6	»	»	PUNCT
ijassa-1513	110	7	and	and	CCONJ
ijassa-1513	110	8	«	«	PUNCT
ijassa-1513	110	9	runner	runner	NOUN
ijassa-1513	110	10	»	»	PUNCT
ijassa-1513	110	11	would	would	AUX
ijassa-1513	110	12	both	both	PRON
ijassa-1513	110	13	be	be	AUX
ijassa-1513	110	14	stemmed	stem	VERB
ijassa-1513	110	15	to	to	PART
ijassa-1513	110	16	«	«	PUNCT
ijassa-1513	110	17	run	run	VERB
ijassa-1513	110	18	»	»	PUNCT
ijassa-1513	110	19	.	.	PUNCT
ijassa-1513	111	1	lemmatization	lemmatization	NOUN
ijassa-1513	111	2	,	,	PUNCT
ijassa-1513	111	3	on	on	ADP
ijassa-1513	111	4	the	the	DET
ijassa-1513	111	5	other	other	ADJ
ijassa-1513	111	6	hand	hand	NOUN
ijassa-1513	111	7	,	,	PUNCT
ijassa-1513	111	8	is	be	AUX
ijassa-1513	111	9	a	a	DET
ijassa-1513	111	10	more	more	ADV
ijassa-1513	111	11	sophisticated	sophisticated	ADJ
ijassa-1513	111	12	technique	technique	NOUN
ijassa-1513	111	13	that	that	PRON
ijassa-1513	111	14	considers	consider	VERB
ijassa-1513	111	15	the	the	DET
ijassa-1513	111	16	context	context	NOUN
ijassa-1513	111	17	and	and	CCONJ
ijassa-1513	111	18	grammar	grammar	NOUN
ijassa-1513	111	19	of	of	ADP
ijassa-1513	111	20	words	word	NOUN
ijassa-1513	111	21	.	.	PUNCT
ijassa-1513	112	1	it	it	PRON
ijassa-1513	112	2	converts	convert	VERB
ijassa-1513	112	3	words	word	NOUN
ijassa-1513	112	4	to	to	ADP
ijassa-1513	112	5	their	their	PRON
ijassa-1513	112	6	base	base	NOUN
ijassa-1513	112	7	or	or	CCONJ
ijassa-1513	112	8	dictionary	dictionary	ADJ
ijassa-1513	112	9	forms	form	NOUN
ijassa-1513	112	10	,	,	PUNCT
ijassa-1513	112	11	known	know	VERB
ijassa-1513	112	12	as	as	ADP
ijassa-1513	112	13	lemmas	lemmas	ADJ
ijassa-1513	112	14	.	.	PUNCT
ijassa-1513	113	1	for	for	ADP
ijassa-1513	113	2	instance	instance	NOUN
ijassa-1513	113	3	,	,	PUNCT
ijassa-1513	113	4	«	«	PUNCT
ijassa-1513	113	5	ran	run	VERB
ijassa-1513	113	6	»	»	PUNCT
ijassa-1513	113	7	would	would	AUX
ijassa-1513	113	8	be	be	AUX
ijassa-1513	113	9	lemmatized	lemmatize	VERB
ijassa-1513	113	10	to	to	PART
ijassa-1513	113	11	«	«	PUNCT
ijassa-1513	113	12	run	run	VERB
ijassa-1513	113	13	»	»	PUNCT
ijassa-1513	113	14	and	and	CCONJ
ijassa-1513	113	15	«	«	PUNCT
ijassa-1513	113	16	better	well	ADJ
ijassa-1513	113	17	»	»	PUNCT
ijassa-1513	113	18	would	would	AUX
ijassa-1513	113	19	be	be	AUX
ijassa-1513	113	20	lemmatized	lemmatize	VERB
ijassa-1513	113	21	to	to	ADP
ijassa-1513	113	22	«	«	PUNCT
ijassa-1513	113	23	good	good	ADJ
ijassa-1513	113	24	»	»	NOUN
ijassa-1513	113	25	.	.	PUNCT
ijassa-1513	114	1	lemmatization	lemmatization	NOUN
ijassa-1513	114	2	often	often	ADV
ijassa-1513	114	3	results	result	VERB
ijassa-1513	114	4	in	in	ADP
ijassa-1513	114	5	more	more	ADV
ijassa-1513	114	6	meaningful	meaningful	ADJ
ijassa-1513	114	7	and	and	CCONJ
ijassa-1513	114	8	linguistically	linguistically	ADV
ijassa-1513	114	9	accurate	accurate	ADJ
ijassa-1513	114	10	base	base	NOUN
ijassa-1513	114	11	forms	form	NOUN
ijassa-1513	114	12	.	.	PUNCT
ijassa-1513	115	1	2.2.2	2.2.2	NUM
ijassa-1513	115	2	text	text	NOUN
ijassa-1513	115	3	representation	representation	NOUN
ijassa-1513	115	4	to	to	PART
ijassa-1513	115	5	enable	enable	VERB
ijassa-1513	115	6	mathematical	mathematical	ADJ
ijassa-1513	115	7	operations	operation	NOUN
ijassa-1513	115	8	on	on	ADP
ijassa-1513	115	9	text	text	NOUN
ijassa-1513	115	10	data	datum	NOUN
ijassa-1513	115	11	,	,	PUNCT
ijassa-1513	115	12	it	it	PRON
ijassa-1513	115	13	is	be	AUX
ijassa-1513	115	14	often	often	ADV
ijassa-1513	115	15	transformed	transform	VERB
ijassa-1513	115	16	into	into	ADP
ijassa-1513	115	17	numerical	numerical	ADJ
ijassa-1513	115	18	vectors	vector	NOUN
ijassa-1513	115	19	.	.	PUNCT
ijassa-1513	116	1	this	this	DET
ijassa-1513	116	2	process	process	NOUN
ijassa-1513	116	3	,	,	PUNCT
ijassa-1513	116	4	known	know	VERB
ijassa-1513	116	5	as	as	ADP
ijassa-1513	116	6	word	word	NOUN
ijassa-1513	116	7	representation	representation	NOUN
ijassa-1513	116	8	,	,	PUNCT
ijassa-1513	116	9	is	be	AUX
ijassa-1513	116	10	essential	essential	ADJ
ijassa-1513	116	11	for	for	ADP
ijassa-1513	116	12	machine	machine	NOUN
ijassa-1513	116	13	learning	learning	NOUN
ijassa-1513	116	14	models	model	NOUN
ijassa-1513	116	15	.	.	PUNCT
ijassa-1513	117	1	two	two	NUM
ijassa-1513	117	2	text	text	NOUN
ijassa-1513	117	3	classification	classification	NOUN
ijassa-1513	117	4	technologies	technology	NOUN
ijassa-1513	117	5	in	in	ADP
ijassa-1513	117	6	document	document	NOUN
ijassa-1513	117	7	categorization	categorization	NOUN
ijassa-1513	117	8	systems	system	NOUN
ijassa-1513	117	9	.	.	PUNCT
ijassa-1513	118	1	a	a	DET
ijassa-1513	118	2	survey	survey	NOUN
ijassa-1513	118	3	137	137	NUM
ijassa-1513	118	4	copyright	copyright	NOUN
ijassa-1513	118	5	©	©	PROPN
ijassa-1513	118	6	2024	2024	NUM
ijassa-1513	118	7	assa	assa	NOUN
ijassa-1513	118	8	.	.	PUNCT
ijassa-1513	119	1	adv	adv	PROPN
ijassa-1513	119	2	.	.	PUNCT
ijassa-1513	120	1	in	in	ADP
ijassa-1513	120	2	systems	system	NOUN
ijassa-1513	120	3	science	science	NOUN
ijassa-1513	120	4	and	and	CCONJ
ijassa-1513	120	5	appl	appl	NOUN
ijassa-1513	120	6	.	.	PUNCT
ijassa-1513	121	1	(	(	PUNCT
ijassa-1513	121	2	2024	2024	NUM
ijassa-1513	121	3	)	)	PUNCT
ijassa-1513	121	4	common	common	ADJ
ijassa-1513	121	5	methods	method	NOUN
ijassa-1513	121	6	for	for	ADP
ijassa-1513	121	7	word	word	NOUN
ijassa-1513	121	8	representation	representation	NOUN
ijassa-1513	121	9	are	be	AUX
ijassa-1513	121	10	n	n	PRON
ijassa-1513	121	11	-	-	PUNCT
ijassa-1513	121	12	gram	gram	NOUN
ijassa-1513	121	13	based	base	VERB
ijassa-1513	121	14	models	model	NOUN
ijassa-1513	121	15	and	and	CCONJ
ijassa-1513	121	16	word	word	NOUN
ijassa-1513	121	17	embedding	embed	VERB
ijassa-1513	121	18	models	model	NOUN
ijassa-1513	121	19	.	.	PUNCT
ijassa-1513	122	1	n	n	CCONJ
ijassa-1513	122	2	-	-	PUNCT
ijassa-1513	122	3	gram	gram	NOUN
ijassa-1513	122	4	based	base	VERB
ijassa-1513	122	5	models	model	NOUN
ijassa-1513	122	6	represent	represent	VERB
ijassa-1513	122	7	a	a	DET
ijassa-1513	122	8	classical	classical	ADJ
ijassa-1513	122	9	approach	approach	NOUN
ijassa-1513	122	10	to	to	ADP
ijassa-1513	122	11	text	text	NOUN
ijassa-1513	122	12	analysis	analysis	NOUN
ijassa-1513	122	13	,	,	PUNCT
ijassa-1513	122	14	particularly	particularly	ADV
ijassa-1513	122	15	in	in	ADP
ijassa-1513	122	16	the	the	DET
ijassa-1513	122	17	context	context	NOUN
ijassa-1513	122	18	of	of	ADP
ijassa-1513	122	19	representing	represent	VERB
ijassa-1513	122	20	words	word	NOUN
ijassa-1513	122	21	and	and	CCONJ
ijassa-1513	122	22	sequences	sequence	NOUN
ijassa-1513	122	23	of	of	ADP
ijassa-1513	122	24	words	word	NOUN
ijassa-1513	122	25	[	[	X
ijassa-1513	122	26	38	38	NUM
ijassa-1513	122	27	]	]	PUNCT
ijassa-1513	122	28	.	.	PUNCT
ijassa-1513	123	1	these	these	DET
ijassa-1513	123	2	models	model	NOUN
ijassa-1513	123	3	extract	extract	VERB
ijassa-1513	123	4	linguistic	linguistic	ADJ
ijassa-1513	123	5	information	information	NOUN
ijassa-1513	123	6	by	by	ADP
ijassa-1513	123	7	analyzing	analyze	VERB
ijassa-1513	123	8	the	the	DET
ijassa-1513	123	9	frequency	frequency	NOUN
ijassa-1513	123	10	and	and	CCONJ
ijassa-1513	123	11	co	co	NOUN
ijassa-1513	123	12	-	-	NOUN
ijassa-1513	123	13	occurrence	occurrence	NOUN
ijassa-1513	123	14	of	of	ADP
ijassa-1513	123	15	contiguous	contiguous	ADJ
ijassa-1513	123	16	sequences	sequence	NOUN
ijassa-1513	123	17	of	of	ADP
ijassa-1513	123	18	n	n	DET
ijassa-1513	123	19	words	word	NOUN
ijassa-1513	123	20	,	,	PUNCT
ijassa-1513	123	21	where	where	SCONJ
ijassa-1513	123	22	n	n	PRON
ijassa-1513	123	23	represents	represent	VERB
ijassa-1513	123	24	the	the	DET
ijassa-1513	123	25	desired	desire	VERB
ijassa-1513	123	26	context	context	NOUN
ijassa-1513	123	27	window	window	NOUN
ijassa-1513	123	28	size	size	NOUN
ijassa-1513	123	29	.	.	PUNCT
ijassa-1513	124	1	the	the	DET
ijassa-1513	124	2	tf	tf	PROPN
ijassa-1513	124	3	-	-	PUNCT
ijassa-1513	124	4	idf	idf	PROPN
ijassa-1513	124	5	score	score	NOUN
ijassa-1513	124	6	for	for	ADP
ijassa-1513	124	7	a	a	DET
ijassa-1513	124	8	term	term	NOUN
ijassa-1513	124	9	t	t	NOUN
ijassa-1513	124	10	in	in	ADP
ijassa-1513	124	11	a	a	DET
ijassa-1513	124	12	document	document	NOUN
ijassa-1513	124	13	d	d	NOUN
ijassa-1513	124	14	within	within	ADP
ijassa-1513	124	15	a	a	DET
ijassa-1513	124	16	corpus	corpus	NOUN
ijassa-1513	124	17	is	be	AUX
ijassa-1513	124	18	calculated	calculate	VERB
ijassa-1513	124	19	using	use	VERB
ijassa-1513	124	20	two	two	NUM
ijassa-1513	124	21	key	key	ADJ
ijassa-1513	124	22	components	component	NOUN
ijassa-1513	124	23	:	:	PUNCT
ijassa-1513	124	24	term	term	NOUN
ijassa-1513	124	25	frequency	frequency	NOUN
ijassa-1513	124	26	(	(	PUNCT
ijassa-1513	124	27	tf	tf	INTJ
ijassa-1513	124	28	)	)	PUNCT
ijassa-1513	124	29	and	and	CCONJ
ijassa-1513	124	30	inverse	inverse	ADJ
ijassa-1513	124	31	document	document	NOUN
ijassa-1513	124	32	frequency	frequency	NOUN
ijassa-1513	124	33	(	(	PUNCT
ijassa-1513	124	34	idf	idf	PROPN
ijassa-1513	124	35	)	)	PUNCT
ijassa-1513	125	1	[	[	X
ijassa-1513	125	2	65	65	NUM
ijassa-1513	125	3	]	]	PUNCT
ijassa-1513	125	4	.	.	PUNCT
ijassa-1513	126	1	the	the	DET
ijassa-1513	126	2	tf	tf	PROPN
ijassa-1513	126	3	component	component	NOUN
ijassa-1513	126	4	measures	measure	NOUN
ijassa-1513	126	5	how	how	SCONJ
ijassa-1513	126	6	frequently	frequently	ADV
ijassa-1513	126	7	a	a	DET
ijassa-1513	126	8	term	term	NOUN
ijassa-1513	126	9	appears	appear	VERB
ijassa-1513	126	10	in	in	ADP
ijassa-1513	126	11	a	a	DET
ijassa-1513	126	12	document	document	NOUN
ijassa-1513	126	13	,	,	PUNCT
ijassa-1513	126	14	while	while	SCONJ
ijassa-1513	126	15	the	the	DET
ijassa-1513	126	16	idf	idf	PROPN
ijassa-1513	126	17	component	component	NOUN
ijassa-1513	126	18	quantifies	quantify	VERB
ijassa-1513	126	19	the	the	DET
ijassa-1513	126	20	importance	importance	NOUN
ijassa-1513	126	21	of	of	ADP
ijassa-1513	126	22	the	the	DET
ijassa-1513	126	23	term	term	NOUN
ijassa-1513	126	24	across	across	ADP
ijassa-1513	126	25	the	the	DET
ijassa-1513	126	26	entire	entire	ADJ
ijassa-1513	126	27	corpus	corpus	NOUN
ijassa-1513	126	28	.	.	PUNCT
ijassa-1513	127	1	the	the	DET
ijassa-1513	127	2	overall	overall	ADJ
ijassa-1513	127	3	tf	tf	PROPN
ijassa-1513	127	4	-	-	PUNCT
ijassa-1513	127	5	idf	idf	PROPN
ijassa-1513	127	6	score	score	NOUN
ijassa-1513	127	7	is	be	AUX
ijassa-1513	127	8	a	a	DET
ijassa-1513	127	9	product	product	NOUN
ijassa-1513	127	10	of	of	ADP
ijassa-1513	127	11	these	these	DET
ijassa-1513	127	12	two	two	NUM
ijassa-1513	127	13	components	component	NOUN
ijassa-1513	127	14	:	:	PUNCT
ijassa-1513	127	15	tf	tf	PROPN
ijassa-1513	127	16	-	-	PUNCT
ijassa-1513	127	17	idf(t	idf(t	PROPN
ijassa-1513	127	18	,	,	PUNCT
ijassa-1513	127	19	d	d	NOUN
ijassa-1513	127	20	,	,	PUNCT
ijassa-1513	127	21	d	d	NOUN
ijassa-1513	127	22	)	)	PUNCT
ijassa-1513	127	23	=	=	NOUN
ijassa-1513	127	24	tf(t	tf(t	NUM
ijassa-1513	127	25	,	,	PUNCT
ijassa-1513	127	26	d	d	NOUN
ijassa-1513	127	27	)	)	PUNCT
ijassa-1513	127	28	×	×	NOUN
ijassa-1513	127	29	idf(t	idf(t	PROPN
ijassa-1513	127	30	,	,	PUNCT
ijassa-1513	127	31	d	d	NOUN
ijassa-1513	127	32	)	)	PUNCT
ijassa-1513	127	33	(	(	PUNCT
ijassa-1513	127	34	2.1	2.1	NUM
ijassa-1513	127	35	)	)	PUNCT
ijassa-1513	127	36	where	where	SCONJ
ijassa-1513	127	37	,	,	PUNCT
ijassa-1513	127	38	tf(t	tf(t	NUM
ijassa-1513	127	39	,	,	PUNCT
ijassa-1513	127	40	d	d	X
ijassa-1513	127	41	)	)	PUNCT
ijassa-1513	127	42	represents	represent	VERB
ijassa-1513	127	43	the	the	DET
ijassa-1513	127	44	term	term	NOUN
ijassa-1513	127	45	frequency	frequency	NOUN
ijassa-1513	127	46	of	of	ADP
ijassa-1513	127	47	term	term	NOUN
ijassa-1513	127	48	t	t	PROPN
ijassa-1513	127	49	in	in	ADP
ijassa-1513	127	50	document	document	NOUN
ijassa-1513	127	51	d	d	NOUN
ijassa-1513	127	52	,	,	PUNCT
ijassa-1513	127	53	which	which	PRON
ijassa-1513	127	54	is	be	AUX
ijassa-1513	127	55	often	often	ADV
ijassa-1513	127	56	computed	compute	VERB
ijassa-1513	127	57	as	as	ADP
ijassa-1513	127	58	the	the	DET
ijassa-1513	127	59	raw	raw	ADJ
ijassa-1513	127	60	count	count	NOUN
ijassa-1513	127	61	of	of	ADP
ijassa-1513	127	62	term	term	NOUN
ijassa-1513	127	63	occurrences	occurrence	NOUN
ijassa-1513	127	64	or	or	CCONJ
ijassa-1513	127	65	using	use	VERB
ijassa-1513	127	66	normalized	normalize	VERB
ijassa-1513	127	67	variants	variant	NOUN
ijassa-1513	127	68	such	such	ADJ
ijassa-1513	127	69	as	as	ADP
ijassa-1513	127	70	the	the	DET
ijassa-1513	127	71	sublinear	sublinear	NOUN
ijassa-1513	127	72	or	or	CCONJ
ijassa-1513	127	73	logarithmic	logarithmic	ADJ
ijassa-1513	127	74	tf	tf	X
ijassa-1513	127	75	.	.	PUNCT
ijassa-1513	128	1	idf(t	idf(t	PROPN
ijassa-1513	128	2	,	,	PUNCT
ijassa-1513	128	3	d	d	NOUN
ijassa-1513	128	4	)	)	PUNCT
ijassa-1513	128	5	represents	represent	VERB
ijassa-1513	128	6	the	the	DET
ijassa-1513	128	7	inverse	inverse	NOUN
ijassa-1513	128	8	document	document	NOUN
ijassa-1513	128	9	frequency	frequency	NOUN
ijassa-1513	128	10	of	of	ADP
ijassa-1513	128	11	term	term	NOUN
ijassa-1513	128	12	t	t	PROPN
ijassa-1513	128	13	in	in	ADP
ijassa-1513	128	14	the	the	DET
ijassa-1513	128	15	corpus	corpus	NOUN
ijassa-1513	128	16	d	d	PROPN
ijassa-1513	128	17	,	,	PUNCT
ijassa-1513	128	18	calculated	calculate	VERB
ijassa-1513	128	19	as	as	ADP
ijassa-1513	128	20	:	:	PUNCT
ijassa-1513	128	21	idf(t	idf(t	PROPN
ijassa-1513	128	22	,	,	PUNCT
ijassa-1513	128	23	d	d	NOUN
ijassa-1513	128	24	)	)	PUNCT
ijassa-1513	128	25	=	=	VERB
ijassa-1513	129	1	log	log	VERB
ijassa-1513	129	2	n	n	CCONJ
ijassa-1513	129	3	n	n	CCONJ
ijassa-1513	129	4	(	(	PUNCT
ijassa-1513	129	5	2.2	2.2	NUM
ijassa-1513	129	6	)	)	PUNCT
ijassa-1513	129	7	where	where	SCONJ
ijassa-1513	129	8	n	n	PRON
ijassa-1513	129	9	is	be	AUX
ijassa-1513	129	10	the	the	DET
ijassa-1513	129	11	total	total	ADJ
ijassa-1513	129	12	number	number	NOUN
ijassa-1513	129	13	of	of	ADP
ijassa-1513	129	14	documents	document	NOUN
ijassa-1513	129	15	in	in	ADP
ijassa-1513	129	16	the	the	DET
ijassa-1513	129	17	corpus	corpus	NOUN
ijassa-1513	129	18	,	,	PUNCT
ijassa-1513	129	19	n	n	X
ijassa-1513	129	20	is	be	AUX
ijassa-1513	129	21	the	the	DET
ijassa-1513	129	22	number	number	NOUN
ijassa-1513	129	23	of	of	ADP
ijassa-1513	129	24	documents	document	NOUN
ijassa-1513	129	25	in	in	ADP
ijassa-1513	129	26	which	which	PRON
ijassa-1513	129	27	term	term	NOUN
ijassa-1513	129	28	t	t	PROPN
ijassa-1513	129	29	appears	appear	VERB
ijassa-1513	129	30	at	at	ADP
ijassa-1513	129	31	least	least	ADJ
ijassa-1513	129	32	once	once	ADV
ijassa-1513	129	33	.	.	PUNCT
ijassa-1513	130	1	word	word	NOUN
ijassa-1513	130	2	embedding	embed	VERB
ijassa-1513	130	3	models	model	NOUN
ijassa-1513	130	4	represent	represent	VERB
ijassa-1513	130	5	a	a	DET
ijassa-1513	130	6	paradigm	paradigm	NOUN
ijassa-1513	130	7	shift	shift	NOUN
ijassa-1513	130	8	in	in	ADP
ijassa-1513	130	9	word	word	NOUN
ijassa-1513	130	10	representation	representation	NOUN
ijassa-1513	130	11	by	by	ADP
ijassa-1513	130	12	encoding	encode	VERB
ijassa-1513	130	13	words	word	NOUN
ijassa-1513	130	14	as	as	ADP
ijassa-1513	130	15	dense	dense	ADJ
ijassa-1513	130	16	vectors	vector	NOUN
ijassa-1513	130	17	in	in	ADP
ijassa-1513	130	18	continuous	continuous	ADJ
ijassa-1513	130	19	vector	vector	NOUN
ijassa-1513	130	20	spaces	space	NOUN
ijassa-1513	130	21	[	[	X
ijassa-1513	130	22	38	38	NUM
ijassa-1513	130	23	]	]	PUNCT
ijassa-1513	130	24	.	.	PUNCT
ijassa-1513	131	1	this	this	DET
ijassa-1513	131	2	approach	approach	NOUN
ijassa-1513	131	3	has	have	AUX
ijassa-1513	131	4	gained	gain	VERB
ijassa-1513	131	5	prominence	prominence	NOUN
ijassa-1513	131	6	due	due	ADP
ijassa-1513	131	7	to	to	ADP
ijassa-1513	131	8	its	its	PRON
ijassa-1513	131	9	ability	ability	NOUN
ijassa-1513	131	10	to	to	PART
ijassa-1513	131	11	capture	capture	VERB
ijassa-1513	131	12	semantic	semantic	ADJ
ijassa-1513	131	13	relationships	relationship	NOUN
ijassa-1513	131	14	between	between	ADP
ijassa-1513	131	15	words	word	NOUN
ijassa-1513	131	16	,	,	PUNCT
ijassa-1513	131	17	enabling	enable	VERB
ijassa-1513	131	18	advanced	advanced	ADJ
ijassa-1513	131	19	natural	natural	ADJ
ijassa-1513	131	20	language	language	NOUN
ijassa-1513	131	21	understanding	understanding	NOUN
ijassa-1513	131	22	.	.	PUNCT
ijassa-1513	132	1	this	this	DET
ijassa-1513	132	2	dense	dense	ADJ
ijassa-1513	132	3	representation	representation	NOUN
ijassa-1513	132	4	enables	enable	VERB
ijassa-1513	132	5	the	the	DET
ijassa-1513	132	6	capture	capture	NOUN
ijassa-1513	132	7	of	of	ADP
ijassa-1513	132	8	semantic	semantic	ADJ
ijassa-1513	132	9	information	information	NOUN
ijassa-1513	132	10	.	.	PUNCT
ijassa-1513	133	1	word	word	NOUN
ijassa-1513	133	2	embeddings	embedding	NOUN
ijassa-1513	133	3	can	can	AUX
ijassa-1513	133	4	capture	capture	VERB
ijassa-1513	133	5	semantic	semantic	ADJ
ijassa-1513	133	6	relationships	relationship	NOUN
ijassa-1513	133	7	between	between	ADP
ijassa-1513	133	8	words	word	NOUN
ijassa-1513	133	9	.	.	PUNCT
ijassa-1513	134	1	for	for	ADP
ijassa-1513	134	2	example	example	NOUN
ijassa-1513	134	3	,	,	PUNCT
ijassa-1513	134	4	vector	vector	NOUN
ijassa-1513	134	5	arithmetic	arithmetic	ADJ
ijassa-1513	134	6	operations	operation	NOUN
ijassa-1513	134	7	like	like	ADP
ijassa-1513	134	8	«	«	PUNCT
ijassa-1513	134	9	king	king	NOUN
ijassa-1513	134	10	–	–	PUNCT
ijassa-1513	134	11	man	man	NOUN
ijassa-1513	134	12	+	+	CCONJ
ijassa-1513	134	13	woman	woman	NOUN
ijassa-1513	134	14	»	»	PUNCT
ijassa-1513	134	15	can	can	AUX
ijassa-1513	134	16	yield	yield	VERB
ijassa-1513	134	17	the	the	DET
ijassa-1513	134	18	vector	vector	NOUN
ijassa-1513	134	19	representation	representation	NOUN
ijassa-1513	134	20	of	of	ADP
ijassa-1513	134	21	«	«	PUNCT
ijassa-1513	134	22	queen	queen	NOUN
ijassa-1513	134	23	»	»	PUNCT
ijassa-1513	134	24	,	,	PUNCT
ijassa-1513	134	25	illustrating	illustrate	VERB
ijassa-1513	134	26	the	the	DET
ijassa-1513	134	27	ability	ability	NOUN
ijassa-1513	134	28	to	to	PART
ijassa-1513	134	29	infer	infer	VERB
ijassa-1513	134	30	word	word	NOUN
ijassa-1513	134	31	relationships	relationship	NOUN
ijassa-1513	134	32	[	[	X
ijassa-1513	134	33	15	15	NUM
ijassa-1513	134	34	]	]	PUNCT
ijassa-1513	134	35	.	.	PUNCT
ijassa-1513	135	1	word	word	NOUN
ijassa-1513	135	2	embedding	embed	VERB
ijassa-1513	135	3	models	model	NOUN
ijassa-1513	135	4	,	,	PUNCT
ijassa-1513	135	5	such	such	ADJ
ijassa-1513	135	6	as	as	ADP
ijassa-1513	135	7	word2vec	word2vec	X
ijassa-1513	135	8	[	[	X
ijassa-1513	135	9	112	112	NUM
ijassa-1513	135	10	]	]	PUNCT
ijassa-1513	135	11	,	,	PUNCT
ijassa-1513	135	12	glove	glove	NOUN
ijassa-1513	135	13	[	[	X
ijassa-1513	135	14	125	125	NUM
ijassa-1513	135	15	]	]	PUNCT
ijassa-1513	135	16	,	,	PUNCT
ijassa-1513	135	17	and	and	CCONJ
ijassa-1513	135	18	fasttext	fasttext	PROPN
ijassa-1513	136	1	[	[	X
ijassa-1513	136	2	17	17	NUM
ijassa-1513	136	3	]	]	PUNCT
ijassa-1513	136	4	,	,	PUNCT
ijassa-1513	136	5	map	map	VERB
ijassa-1513	136	6	words	word	NOUN
ijassa-1513	136	7	to	to	ADP
ijassa-1513	136	8	continuous	continuous	ADJ
ijassa-1513	136	9	vector	vector	NOUN
ijassa-1513	136	10	spaces	space	NOUN
ijassa-1513	136	11	where	where	SCONJ
ijassa-1513	136	12	words	word	NOUN
ijassa-1513	136	13	with	with	ADP
ijassa-1513	136	14	similar	similar	ADJ
ijassa-1513	136	15	meanings	meaning	NOUN
ijassa-1513	136	16	have	have	VERB
ijassa-1513	136	17	similar	similar	ADJ
ijassa-1513	136	18	vector	vector	NOUN
ijassa-1513	136	19	representations	representation	NOUN
ijassa-1513	136	20	.	.	PUNCT
ijassa-1513	137	1	word2vec	word2vec	X
ijassa-1513	137	2	is	be	AUX
ijassa-1513	137	3	a	a	DET
ijassa-1513	137	4	word	word	NOUN
ijassa-1513	137	5	embedding	embed	VERB
ijassa-1513	137	6	technique	technique	NOUN
ijassa-1513	137	7	that	that	PRON
ijassa-1513	137	8	maps	map	VERB
ijassa-1513	137	9	words	word	NOUN
ijassa-1513	137	10	from	from	ADP
ijassa-1513	137	11	a	a	DET
ijassa-1513	137	12	large	large	ADJ
ijassa-1513	137	13	text	text	NOUN
ijassa-1513	137	14	corpus	corpus	NOUN
ijassa-1513	137	15	into	into	ADP
ijassa-1513	137	16	continuous	continuous	ADJ
ijassa-1513	137	17	vector	vector	NOUN
ijassa-1513	137	18	representations	representation	NOUN
ijassa-1513	137	19	in	in	ADP
ijassa-1513	137	20	a	a	DET
ijassa-1513	137	21	high	high	ADJ
ijassa-1513	137	22	-	-	PUNCT
ijassa-1513	137	23	dimensional	dimensional	ADJ
ijassa-1513	137	24	vector	vector	NOUN
ijassa-1513	137	25	space	space	NOUN
ijassa-1513	137	26	[	[	X
ijassa-1513	137	27	112	112	NUM
ijassa-1513	137	28	]	]	PUNCT
ijassa-1513	137	29	.	.	PUNCT
ijassa-1513	138	1	the	the	DET
ijassa-1513	138	2	central	central	ADJ
ijassa-1513	138	3	idea	idea	NOUN
ijassa-1513	138	4	behind	behind	ADP
ijassa-1513	138	5	word2vec	word2vec	X
ijassa-1513	138	6	is	be	AUX
ijassa-1513	138	7	to	to	PART
ijassa-1513	138	8	learn	learn	VERB
ijassa-1513	138	9	distributed	distribute	VERB
ijassa-1513	138	10	representations	representation	NOUN
ijassa-1513	138	11	of	of	ADP
ijassa-1513	138	12	words	word	NOUN
ijassa-1513	138	13	such	such	ADJ
ijassa-1513	138	14	that	that	SCONJ
ijassa-1513	138	15	semantically	semantically	ADV
ijassa-1513	138	16	similar	similar	ADJ
ijassa-1513	138	17	words	word	NOUN
ijassa-1513	138	18	are	be	AUX
ijassa-1513	138	19	mapped	map	VERB
ijassa-1513	138	20	to	to	ADP
ijassa-1513	138	21	nearby	nearby	ADJ
ijassa-1513	138	22	points	point	NOUN
ijassa-1513	138	23	in	in	ADP
ijassa-1513	138	24	the	the	DET
ijassa-1513	138	25	vector	vector	NOUN
ijassa-1513	138	26	space	space	NOUN
ijassa-1513	138	27	.	.	PUNCT
ijassa-1513	139	1	word2vec	word2vec	PROPN
ijassa-1513	139	2	operates	operate	VERB
ijassa-1513	139	3	under	under	ADP
ijassa-1513	139	4	two	two	NUM
ijassa-1513	139	5	primary	primary	ADJ
ijassa-1513	139	6	architectures	architecture	NOUN
ijassa-1513	139	7	:	:	PUNCT
ijassa-1513	139	8	continuous	continuous	ADJ
ijassa-1513	139	9	bag	bag	NOUN
ijassa-1513	139	10	of	of	ADP
ijassa-1513	139	11	words	word	NOUN
ijassa-1513	139	12	(	(	PUNCT
ijassa-1513	139	13	cbow	cbow	VERB
ijassa-1513	139	14	)	)	PUNCT
ijassa-1513	139	15	and	and	CCONJ
ijassa-1513	139	16	skip	skip	VERB
ijassa-1513	139	17	-	-	PUNCT
ijassa-1513	139	18	gram	gram	NOUN
ijassa-1513	139	19	.	.	PUNCT
ijassa-1513	140	1	glove	glove	NOUN
ijassa-1513	140	2	is	be	AUX
ijassa-1513	140	3	a	a	DET
ijassa-1513	140	4	text	text	NOUN
ijassa-1513	140	5	representation	representation	NOUN
ijassa-1513	140	6	model	model	NOUN
ijassa-1513	140	7	that	that	PRON
ijassa-1513	140	8	aims	aim	VERB
ijassa-1513	140	9	to	to	PART
ijassa-1513	140	10	capture	capture	VERB
ijassa-1513	140	11	semantic	semantic	ADJ
ijassa-1513	140	12	relationships	relationship	NOUN
ijassa-1513	140	13	between	between	ADP
ijassa-1513	140	14	words	word	NOUN
ijassa-1513	140	15	in	in	ADP
ijassa-1513	140	16	a	a	DET
ijassa-1513	140	17	corpus	corpus	NOUN
ijassa-1513	140	18	by	by	ADP
ijassa-1513	140	19	learning	learn	VERB
ijassa-1513	140	20	distributed	distribute	VERB
ijassa-1513	140	21	word	word	NOUN
ijassa-1513	140	22	vectors	vector	NOUN
ijassa-1513	140	23	[	[	X
ijassa-1513	140	24	125	125	NUM
ijassa-1513	140	25	]	]	PUNCT
ijassa-1513	140	26	.	.	PUNCT
ijassa-1513	141	1	it	it	PRON
ijassa-1513	141	2	operates	operate	VERB
ijassa-1513	141	3	on	on	ADP
ijassa-1513	141	4	the	the	DET
ijassa-1513	141	5	principle	principle	NOUN
ijassa-1513	141	6	that	that	SCONJ
ijassa-1513	141	7	word	word	NOUN
ijassa-1513	141	8	vectors	vector	NOUN
ijassa-1513	141	9	should	should	AUX
ijassa-1513	141	10	encode	encode	VERB
ijassa-1513	141	11	word	word	NOUN
ijassa-1513	141	12	co	co	NOUN
ijassa-1513	141	13	-	-	NOUN
ijassa-1513	141	14	occurrence	occurrence	ADJ
ijassa-1513	141	15	information	information	NOUN
ijassa-1513	141	16	effectively	effectively	ADV
ijassa-1513	141	17	.	.	PUNCT
ijassa-1513	142	1	the	the	DET
ijassa-1513	142	2	core	core	ADJ
ijassa-1513	142	3	idea	idea	NOUN
ijassa-1513	142	4	behind	behind	ADP
ijassa-1513	142	5	glove	glove	NOUN
ijassa-1513	142	6	is	be	AUX
ijassa-1513	142	7	to	to	PART
ijassa-1513	142	8	factorize	factorize	VERB
ijassa-1513	142	9	a	a	DET
ijassa-1513	142	10	word	word	NOUN
ijassa-1513	142	11	co	co	NOUN
ijassa-1513	142	12	-	-	NOUN
ijassa-1513	142	13	occurrence	occurrence	ADJ
ijassa-1513	142	14	matrix	matrix	NOUN
ijassa-1513	142	15	to	to	PART
ijassa-1513	142	16	learn	learn	VERB
ijassa-1513	142	17	word	word	NOUN
ijassa-1513	142	18	embeddings	embedding	NOUN
ijassa-1513	142	19	.	.	PUNCT
ijassa-1513	143	1	fasttext	fasttext	PROPN
ijassa-1513	143	2	is	be	AUX
ijassa-1513	143	3	a	a	DET
ijassa-1513	143	4	text	text	NOUN
ijassa-1513	143	5	representation	representation	NOUN
ijassa-1513	143	6	model	model	NOUN
ijassa-1513	143	7	developed	develop	VERB
ijassa-1513	143	8	by	by	ADP
ijassa-1513	143	9	facebook	facebook	PROPN
ijassa-1513	143	10	ai	ai	PROPN
ijassa-1513	143	11	research	research	NOUN
ijassa-1513	143	12	[	[	X
ijassa-1513	143	13	17	17	NUM
ijassa-1513	143	14	]	]	PUNCT
ijassa-1513	143	15	,	,	PUNCT
ijassa-1513	143	16	designed	design	VERB
ijassa-1513	143	17	to	to	PART
ijassa-1513	143	18	handle	handle	VERB
ijassa-1513	143	19	text	text	NOUN
ijassa-1513	143	20	classification	classification	NOUN
ijassa-1513	143	21	efficiently	efficiently	ADV
ijassa-1513	143	22	.	.	PUNCT
ijassa-1513	144	1	it	it	PRON
ijassa-1513	144	2	extends	extend	VERB
ijassa-1513	144	3	the	the	DET
ijassa-1513	144	4	idea	idea	NOUN
ijassa-1513	144	5	of	of	ADP
ijassa-1513	144	6	word2vec	word2vec	X
ijassa-1513	144	7	by	by	ADP
ijassa-1513	144	8	incorporating	incorporate	VERB
ijassa-1513	144	9	subword	subword	PROPN
ijassa-1513	144	10	information	information	NOUN
ijassa-1513	144	11	.	.	PUNCT
ijassa-1513	145	1	instead	instead	ADV
ijassa-1513	145	2	of	of	ADP
ijassa-1513	145	3	representing	represent	VERB
ijassa-1513	145	4	words	word	NOUN
ijassa-1513	145	5	as	as	ADP
ijassa-1513	145	6	fixed	fix	VERB
ijassa-1513	145	7	vectors	vector	NOUN
ijassa-1513	145	8	,	,	PUNCT
ijassa-1513	145	9	fasttext	fasttext	PROPN
ijassa-1513	145	10	represents	represent	VERB
ijassa-1513	145	11	words	word	NOUN
ijassa-1513	145	12	as	as	ADP
ijassa-1513	145	13	bags	bag	NOUN
ijassa-1513	145	14	of	of	ADP
ijassa-1513	145	15	character	character	NOUN
ijassa-1513	145	16	n	n	CCONJ
ijassa-1513	145	17	-	-	PUNCT
ijassa-1513	145	18	grams	gram	NOUN
ijassa-1513	145	19	.	.	PUNCT
ijassa-1513	146	1	2.2.2	2.2.2	NUM
ijassa-1513	146	2	feature	feature	NOUN
ijassa-1513	146	3	selection	selection	NOUN
ijassa-1513	146	4	feature	feature	NOUN
ijassa-1513	146	5	selection	selection	NOUN
ijassa-1513	146	6	is	be	AUX
ijassa-1513	146	7	the	the	DET
ijassa-1513	146	8	final	final	ADJ
ijassa-1513	146	9	step	step	NOUN
ijassa-1513	146	10	in	in	ADP
ijassa-1513	146	11	the	the	DET
ijassa-1513	146	12	text	text	NOUN
ijassa-1513	146	13	preparation	preparation	NOUN
ijassa-1513	146	14	phase	phase	NOUN
ijassa-1513	146	15	.	.	PUNCT
ijassa-1513	147	1	in	in	ADP
ijassa-1513	147	2	document	document	NOUN
ijassa-1513	147	3	classification	classification	NOUN
ijassa-1513	147	4	,	,	PUNCT
ijassa-1513	147	5	textual	textual	ADJ
ijassa-1513	147	6	data	datum	NOUN
ijassa-1513	147	7	is	be	AUX
ijassa-1513	147	8	transformed	transform	VERB
ijassa-1513	147	9	into	into	ADP
ijassa-1513	147	10	high	high	ADJ
ijassa-1513	147	11	-	-	PUNCT
ijassa-1513	147	12	dimensional	dimensional	ADJ
ijassa-1513	147	13	vectors	vector	NOUN
ijassa-1513	147	14	through	through	ADP
ijassa-1513	147	15	basic	basic	ADJ
ijassa-1513	147	16	representation	representation	NOUN
ijassa-1513	147	17	models	model	NOUN
ijassa-1513	147	18	,	,	PUNCT
ijassa-1513	147	19	as	as	SCONJ
ijassa-1513	147	20	previously	previously	ADV
ijassa-1513	147	21	described	describe	VERB
ijassa-1513	147	22	in	in	ADP
ijassa-1513	147	23	section	section	NOUN
ijassa-1513	147	24	2.2.2	2.2.2	NUM
ijassa-1513	147	25	.	.	PUNCT
ijassa-1513	148	1	while	while	SCONJ
ijassa-1513	148	2	these	these	DET
ijassa-1513	148	3	high	high	ADJ
ijassa-1513	148	4	-	-	PUNCT
ijassa-1513	148	5	dimensional	dimensional	ADJ
ijassa-1513	148	6	vector	vector	NOUN
ijassa-1513	148	7	representations	representation	NOUN
ijassa-1513	148	8	capture	capture	VERB
ijassa-1513	148	9	the	the	DET
ijassa-1513	148	10	essence	essence	NOUN
ijassa-1513	148	11	of	of	ADP
ijassa-1513	148	12	the	the	DET
ijassa-1513	148	13	documents	document	NOUN
ijassa-1513	148	14	,	,	PUNCT
ijassa-1513	148	15	they	they	PRON
ijassa-1513	148	16	also	also	ADV
ijassa-1513	148	17	introduce	introduce	VERB
ijassa-1513	148	18	several	several	ADJ
ijassa-1513	148	19	inherent	inherent	ADJ
ijassa-1513	148	20	challenges	challenge	NOUN
ijassa-1513	148	21	–	–	PUNCT
ijassa-1513	148	22	curse	curse	NOUN
ijassa-1513	148	23	of	of	ADP
ijassa-1513	148	24	dimensionality	dimensionality	NOUN
ijassa-1513	148	25	,	,	PUNCT
ijassa-1513	148	26	sparse	sparse	ADJ
ijassa-1513	148	27	data	datum	NOUN
ijassa-1513	148	28	and	and	CCONJ
ijassa-1513	148	29	overfitting	overfitting	NOUN
ijassa-1513	148	30	.	.	PUNCT
ijassa-1513	149	1	to	to	PART
ijassa-1513	149	2	mitigate	mitigate	VERB
ijassa-1513	149	3	these	these	DET
ijassa-1513	149	4	challenges	challenge	NOUN
ijassa-1513	149	5	,	,	PUNCT
ijassa-1513	149	6	feature	feature	NOUN
ijassa-1513	149	7	selection	selection	NOUN
ijassa-1513	149	8	techniques	technique	NOUN
ijassa-1513	149	9	are	be	AUX
ijassa-1513	149	10	employed	employ	VERB
ijassa-1513	149	11	to	to	PART
ijassa-1513	149	12	reduce	reduce	VERB
ijassa-1513	149	13	the	the	DET
ijassa-1513	149	14	dimensionality	dimensionality	NOUN
ijassa-1513	149	15	of	of	ADP
ijassa-1513	149	16	vector	vector	NOUN
ijassa-1513	149	17	representations	representation	NOUN
ijassa-1513	149	18	while	while	SCONJ
ijassa-1513	149	19	preserving	preserve	VERB
ijassa-1513	149	20	essential	essential	ADJ
ijassa-1513	149	21	information	information	NOUN
ijassa-1513	149	22	[	[	X
ijassa-1513	149	23	153	153	NUM
ijassa-1513	149	24	]	]	PUNCT
ijassa-1513	149	25	.	.	PUNCT
ijassa-1513	150	1	feature	feature	NOUN
ijassa-1513	150	2	selection	selection	NOUN
ijassa-1513	150	3	aims	aim	VERB
ijassa-1513	150	4	to	to	PART
ijassa-1513	150	5	identify	identify	VERB
ijassa-1513	150	6	and	and	CCONJ
ijassa-1513	150	7	retain	retain	VERB
ijassa-1513	150	8	the	the	DET
ijassa-1513	150	9	most	most	ADV
ijassa-1513	150	10	relevant	relevant	ADJ
ijassa-1513	150	11	features	feature	NOUN
ijassa-1513	150	12	(	(	PUNCT
ijassa-1513	150	13	terms	term	NOUN
ijassa-1513	150	14	or	or	CCONJ
ijassa-1513	150	15	words	word	NOUN
ijassa-1513	150	16	)	)	PUNCT
ijassa-1513	150	17	while	while	SCONJ
ijassa-1513	150	18	discarding	discard	VERB
ijassa-1513	150	19	less	less	ADV
ijassa-1513	150	20	informative	informative	ADJ
ijassa-1513	150	21	ones	one	NOUN
ijassa-1513	150	22	.	.	PUNCT
ijassa-1513	151	1	138	138	NUM
ijassa-1513	151	2	a.	a.	NOUN
ijassa-1513	151	3	kravets	kravet	NOUN
ijassa-1513	151	4	,	,	PUNCT
ijassa-1513	151	5	d.	d.	PROPN
ijassa-1513	151	6	semenochkin	semenochkin	PROPN
ijassa-1513	151	7	copyright	copyright	NOUN
ijassa-1513	151	8	©	©	PROPN
ijassa-1513	151	9	2024	2024	NUM
ijassa-1513	151	10	assa	assa	PROPN
ijassa-1513	151	11	adv	adv	PROPN
ijassa-1513	151	12	.	.	PUNCT
ijassa-1513	152	1	in	in	ADP
ijassa-1513	152	2	systems	system	NOUN
ijassa-1513	152	3	science	science	NOUN
ijassa-1513	152	4	and	and	CCONJ
ijassa-1513	152	5	appl	appl	NOUN
ijassa-1513	152	6	.	.	PUNCT
ijassa-1513	153	1	(	(	PUNCT
ijassa-1513	153	2	2024	2024	NUM
ijassa-1513	153	3	)	)	PUNCT
ijassa-1513	153	4	source	source	NOUN
ijassa-1513	153	5	[	[	X
ijassa-1513	153	6	77	77	NUM
ijassa-1513	153	7	]	]	PUNCT
ijassa-1513	153	8	defines	define	VERB
ijassa-1513	153	9	three	three	NUM
ijassa-1513	153	10	categories	category	NOUN
ijassa-1513	153	11	of	of	ADP
ijassa-1513	153	12	feature	feature	NOUN
ijassa-1513	153	13	selection	selection	NOUN
ijassa-1513	153	14	methods	method	NOUN
ijassa-1513	153	15	:	:	PUNCT
ijassa-1513	153	16	filter	filter	NOUN
ijassa-1513	153	17	,	,	PUNCT
ijassa-1513	153	18	wrapper	wrapper	NOUN
ijassa-1513	153	19	,	,	PUNCT
ijassa-1513	153	20	and	and	CCONJ
ijassa-1513	153	21	embedded	embed	VERB
ijassa-1513	153	22	.	.	PUNCT
ijassa-1513	154	1	filter	filter	NOUN
ijassa-1513	154	2	methods	method	NOUN
ijassa-1513	154	3	like	like	ADP
ijassa-1513	154	4	chi	chi	ADJ
ijassa-1513	154	5	-	-	PUNCT
ijassa-1513	154	6	squared	square	VERB
ijassa-1513	154	7	test	test	NOUN
ijassa-1513	154	8	(	(	PUNCT
ijassa-1513	154	9	chi	chi	NOUN
ijassa-1513	154	10	)	)	PUNCT
ijassa-1513	154	11	,	,	PUNCT
ijassa-1513	154	12	information	information	NOUN
ijassa-1513	154	13	gain	gain	NOUN
ijassa-1513	154	14	(	(	PUNCT
ijassa-1513	154	15	ig	ig	NOUN
ijassa-1513	154	16	)	)	PUNCT
ijassa-1513	154	17	and	and	CCONJ
ijassa-1513	154	18	mutual	mutual	ADJ
ijassa-1513	154	19	information	information	NOUN
ijassa-1513	154	20	(	(	PUNCT
ijassa-1513	154	21	mi	mi	NOUN
ijassa-1513	154	22	)	)	PUNCT
ijassa-1513	155	1	[	[	X
ijassa-1513	155	2	83	83	NUM
ijassa-1513	155	3	]	]	PUNCT
ijassa-1513	155	4	are	be	AUX
ijassa-1513	155	5	independent	independent	ADJ
ijassa-1513	155	6	of	of	ADP
ijassa-1513	155	7	specific	specific	ADJ
ijassa-1513	155	8	machine	machine	NOUN
ijassa-1513	155	9	learning	learn	VERB
ijassa-1513	155	10	algorithms	algorithm	NOUN
ijassa-1513	155	11	.	.	PUNCT
ijassa-1513	156	1	they	they	PRON
ijassa-1513	156	2	evaluate	evaluate	VERB
ijassa-1513	156	3	features	feature	NOUN
ijassa-1513	156	4	based	base	VERB
ijassa-1513	156	5	on	on	ADP
ijassa-1513	156	6	statistical	statistical	ADJ
ijassa-1513	156	7	metrics	metric	NOUN
ijassa-1513	156	8	,	,	PUNCT
ijassa-1513	156	9	such	such	ADJ
ijassa-1513	156	10	as	as	ADP
ijassa-1513	156	11	chi	chi	ADJ
ijassa-1513	156	12	-	-	PUNCT
ijassa-1513	156	13	squared	square	VERB
ijassa-1513	156	14	tests	test	NOUN
ijassa-1513	156	15	,	,	PUNCT
ijassa-1513	156	16	information	information	NOUN
ijassa-1513	156	17	gain	gain	NOUN
ijassa-1513	156	18	,	,	PUNCT
ijassa-1513	156	19	or	or	CCONJ
ijassa-1513	156	20	correlation	correlation	NOUN
ijassa-1513	156	21	coefficients	coefficient	NOUN
ijassa-1513	156	22	,	,	PUNCT
ijassa-1513	156	23	without	without	ADP
ijassa-1513	156	24	considering	consider	VERB
ijassa-1513	156	25	the	the	DET
ijassa-1513	156	26	classification	classification	NOUN
ijassa-1513	156	27	model	model	NOUN
ijassa-1513	156	28	.	.	PUNCT
ijassa-1513	157	1	selected	select	VERB
ijassa-1513	157	2	features	feature	NOUN
ijassa-1513	157	3	are	be	AUX
ijassa-1513	157	4	typically	typically	ADV
ijassa-1513	157	5	based	base	VERB
ijassa-1513	157	6	on	on	ADP
ijassa-1513	157	7	their	their	PRON
ijassa-1513	157	8	intrinsic	intrinsic	ADJ
ijassa-1513	157	9	relevance	relevance	NOUN
ijassa-1513	157	10	to	to	ADP
ijassa-1513	157	11	the	the	DET
ijassa-1513	157	12	target	target	NOUN
ijassa-1513	157	13	class	class	NOUN
ijassa-1513	157	14	or	or	CCONJ
ijassa-1513	157	15	document	document	NOUN
ijassa-1513	157	16	category	category	NOUN
ijassa-1513	157	17	.	.	PUNCT
ijassa-1513	158	1	the	the	DET
ijassa-1513	158	2	chi	chi	PROPN
ijassa-1513	158	3	algorithm	algorithm	PROPN
ijassa-1513	158	4	is	be	AUX
ijassa-1513	158	5	a	a	DET
ijassa-1513	158	6	statistical	statistical	ADJ
ijassa-1513	158	7	technique	technique	NOUN
ijassa-1513	158	8	designed	design	VERB
ijassa-1513	158	9	to	to	PART
ijassa-1513	158	10	assess	assess	VERB
ijassa-1513	158	11	the	the	DET
ijassa-1513	158	12	independence	independence	NOUN
ijassa-1513	158	13	between	between	ADP
ijassa-1513	158	14	a	a	DET
ijassa-1513	158	15	given	give	VERB
ijassa-1513	158	16	feature	feature	NOUN
ijassa-1513	158	17	(	(	PUNCT
ijassa-1513	158	18	term	term	NOUN
ijassa-1513	158	19	)	)	PUNCT
ijassa-1513	158	20	and	and	CCONJ
ijassa-1513	158	21	class	class	NOUN
ijassa-1513	158	22	labels	label	NOUN
ijassa-1513	158	23	,	,	PUNCT
ijassa-1513	158	24	effectively	effectively	ADV
ijassa-1513	158	25	quantifying	quantify	VERB
ijassa-1513	158	26	the	the	DET
ijassa-1513	158	27	significance	significance	NOUN
ijassa-1513	158	28	of	of	ADP
ijassa-1513	158	29	individual	individual	ADJ
ijassa-1513	158	30	terms	term	NOUN
ijassa-1513	158	31	in	in	ADP
ijassa-1513	158	32	a	a	DET
ijassa-1513	158	33	classification	classification	NOUN
ijassa-1513	158	34	context	context	NOUN
ijassa-1513	158	35	.	.	PUNCT
ijassa-1513	159	1	the	the	DET
ijassa-1513	159	2	chi	chi	PROPN
ijassa-1513	159	3	algorithm	algorithm	PROPN
ijassa-1513	159	4	estimates	estimate	VERB
ijassa-1513	159	5	a	a	DET
ijassa-1513	159	6	chi	chi	ADV
ijassa-1513	159	7	-	-	PUNCT
ijassa-1513	159	8	squared	square	VERB
ijassa-1513	159	9	statistic	statistic	NOUN
ijassa-1513	159	10	for	for	ADP
ijassa-1513	159	11	each	each	DET
ijassa-1513	159	12	feature	feature	NOUN
ijassa-1513	159	13	,	,	PUNCT
ijassa-1513	159	14	which	which	PRON
ijassa-1513	159	15	is	be	AUX
ijassa-1513	159	16	formulated	formulate	VERB
ijassa-1513	159	17	as	as	ADP
ijassa-1513	159	18	:	:	PUNCT
ijassa-1513	159	19	χ	χ	X
ijassa-1513	159	20	=	=	PUNCT
ijassa-1513	159	21	∑	∑	PUNCT
ijassa-1513	159	22	o	o	NOUN
ijassa-1513	159	23	−	−	X
ijassa-1513	159	24	e	e	X
ijassa-1513	159	25	e	e	X
ijassa-1513	159	26	(	(	PUNCT
ijassa-1513	159	27	2.3	2.3	NUM
ijassa-1513	159	28	)	)	PUNCT
ijassa-1513	159	29	where	where	SCONJ
ijassa-1513	159	30	,	,	PUNCT
ijassa-1513	159	31	o	o	PROPN
ijassa-1513	159	32	represents	represent	VERB
ijassa-1513	159	33	the	the	DET
ijassa-1513	159	34	observed	observe	VERB
ijassa-1513	159	35	frequency	frequency	NOUN
ijassa-1513	159	36	of	of	ADP
ijassa-1513	159	37	feature	feature	NOUN
ijassa-1513	159	38	i	i	PRON
ijassa-1513	159	39	in	in	ADP
ijassa-1513	159	40	class	class	PROPN
ijassa-1513	159	41	j	j	PROPN
ijassa-1513	159	42	,	,	PUNCT
ijassa-1513	159	43	and	and	CCONJ
ijassa-1513	159	44	e	e	NOUN
ijassa-1513	159	45	denotes	denote	VERB
ijassa-1513	159	46	the	the	DET
ijassa-1513	159	47	expected	expect	VERB
ijassa-1513	159	48	frequency	frequency	NOUN
ijassa-1513	159	49	under	under	ADP
ijassa-1513	159	50	the	the	DET
ijassa-1513	159	51	assumption	assumption	NOUN
ijassa-1513	159	52	of	of	ADP
ijassa-1513	159	53	independence	independence	NOUN
ijassa-1513	159	54	.	.	PUNCT
ijassa-1513	160	1	a	a	DET
ijassa-1513	160	2	high	high	ADJ
ijassa-1513	160	3	chi	chi	NOUN
ijassa-1513	160	4	value	value	NOUN
ijassa-1513	160	5	indicates	indicate	VERB
ijassa-1513	160	6	strong	strong	ADJ
ijassa-1513	160	7	dependence	dependence	NOUN
ijassa-1513	160	8	between	between	ADP
ijassa-1513	160	9	the	the	DET
ijassa-1513	160	10	feature	feature	NOUN
ijassa-1513	160	11	and	and	CCONJ
ijassa-1513	160	12	class	class	NOUN
ijassa-1513	160	13	labels	label	NOUN
ijassa-1513	160	14	,	,	PUNCT
ijassa-1513	160	15	rendering	render	VERB
ijassa-1513	160	16	it	it	PRON
ijassa-1513	160	17	a	a	DET
ijassa-1513	160	18	valuable	valuable	ADJ
ijassa-1513	160	19	metric	metric	NOUN
ijassa-1513	160	20	for	for	ADP
ijassa-1513	160	21	feature	feature	NOUN
ijassa-1513	160	22	selection	selection	NOUN
ijassa-1513	160	23	.	.	PUNCT
ijassa-1513	161	1	ig	ig	PROPN
ijassa-1513	161	2	method	method	NOUN
ijassa-1513	161	3	,	,	PUNCT
ijassa-1513	161	4	deeply	deeply	ADV
ijassa-1513	161	5	rooted	root	VERB
ijassa-1513	161	6	in	in	ADP
ijassa-1513	161	7	information	information	NOUN
ijassa-1513	161	8	theory	theory	NOUN
ijassa-1513	161	9	,	,	PUNCT
ijassa-1513	161	10	plays	play	VERB
ijassa-1513	161	11	a	a	DET
ijassa-1513	161	12	pivotal	pivotal	ADJ
ijassa-1513	161	13	role	role	NOUN
ijassa-1513	161	14	in	in	ADP
ijassa-1513	161	15	the	the	DET
ijassa-1513	161	16	selection	selection	NOUN
ijassa-1513	161	17	of	of	ADP
ijassa-1513	161	18	relevant	relevant	ADJ
ijassa-1513	161	19	features	feature	NOUN
ijassa-1513	161	20	for	for	ADP
ijassa-1513	161	21	text	text	NOUN
ijassa-1513	161	22	classification	classification	NOUN
ijassa-1513	161	23	.	.	PUNCT
ijassa-1513	162	1	ig	ig	PRON
ijassa-1513	162	2	quantifies	quantify	VERB
ijassa-1513	162	3	the	the	DET
ijassa-1513	162	4	reduction	reduction	NOUN
ijassa-1513	162	5	in	in	ADP
ijassa-1513	162	6	uncertainty	uncertainty	NOUN
ijassa-1513	162	7	(	(	PUNCT
ijassa-1513	162	8	entropy	entropy	PROPN
ijassa-1513	162	9	)	)	PUNCT
ijassa-1513	162	10	regarding	regard	VERB
ijassa-1513	162	11	class	class	NOUN
ijassa-1513	162	12	labels	label	NOUN
ijassa-1513	162	13	achieved	achieve	VERB
ijassa-1513	162	14	by	by	ADP
ijassa-1513	162	15	incorporating	incorporate	VERB
ijassa-1513	162	16	a	a	DET
ijassa-1513	162	17	particular	particular	ADJ
ijassa-1513	162	18	feature	feature	NOUN
ijassa-1513	162	19	into	into	ADP
ijassa-1513	162	20	the	the	DET
ijassa-1513	162	21	classification	classification	NOUN
ijassa-1513	162	22	model	model	NOUN
ijassa-1513	162	23	.	.	PUNCT
ijassa-1513	163	1	essentially	essentially	ADV
ijassa-1513	163	2	,	,	PUNCT
ijassa-1513	163	3	it	it	PRON
ijassa-1513	163	4	measures	measure	VERB
ijassa-1513	163	5	how	how	SCONJ
ijassa-1513	163	6	much	much	ADJ
ijassa-1513	163	7	information	information	NOUN
ijassa-1513	163	8	a	a	DET
ijassa-1513	163	9	feature	feature	NOUN
ijassa-1513	163	10	contributes	contribute	VERB
ijassa-1513	163	11	to	to	ADP
ijassa-1513	163	12	class	class	NOUN
ijassa-1513	163	13	discrimination	discrimination	NOUN
ijassa-1513	163	14	.	.	PUNCT
ijassa-1513	164	1	a	a	DET
ijassa-1513	164	2	higher	high	ADJ
ijassa-1513	164	3	ig	ig	NOUN
ijassa-1513	164	4	signifies	signify	VERB
ijassa-1513	164	5	that	that	SCONJ
ijassa-1513	164	6	the	the	DET
ijassa-1513	164	7	feature	feature	NOUN
ijassa-1513	164	8	imparts	impart	VERB
ijassa-1513	164	9	substantial	substantial	ADJ
ijassa-1513	164	10	insights	insight	NOUN
ijassa-1513	164	11	,	,	PUNCT
ijassa-1513	164	12	enhancing	enhance	VERB
ijassa-1513	164	13	the	the	DET
ijassa-1513	164	14	model	model	NOUN
ijassa-1513	164	15	's	's	PART
ijassa-1513	164	16	capability	capability	NOUN
ijassa-1513	164	17	to	to	PART
ijassa-1513	164	18	distinguish	distinguish	VERB
ijassa-1513	164	19	between	between	ADP
ijassa-1513	164	20	various	various	ADJ
ijassa-1513	164	21	classes	class	NOUN
ijassa-1513	164	22	.	.	PUNCT
ijassa-1513	165	1	mi	mi	PROPN
ijassa-1513	165	2	measures	measure	VERB
ijassa-1513	165	3	the	the	DET
ijassa-1513	165	4	degree	degree	NOUN
ijassa-1513	165	5	of	of	ADP
ijassa-1513	165	6	dependency	dependency	NOUN
ijassa-1513	165	7	between	between	ADP
ijassa-1513	165	8	a	a	DET
ijassa-1513	165	9	feature	feature	NOUN
ijassa-1513	165	10	and	and	CCONJ
ijassa-1513	165	11	class	class	NOUN
ijassa-1513	165	12	labels	label	NOUN
ijassa-1513	165	13	by	by	ADP
ijassa-1513	165	14	assessing	assess	VERB
ijassa-1513	165	15	the	the	DET
ijassa-1513	165	16	shared	shared	ADJ
ijassa-1513	165	17	information	information	NOUN
ijassa-1513	165	18	.	.	PUNCT
ijassa-1513	166	1	features	feature	NOUN
ijassa-1513	166	2	with	with	ADP
ijassa-1513	166	3	high	high	ADJ
ijassa-1513	166	4	mi	mi	PROPN
ijassa-1513	166	5	values	value	NOUN
ijassa-1513	166	6	are	be	AUX
ijassa-1513	166	7	considered	consider	VERB
ijassa-1513	166	8	informative	informative	ADJ
ijassa-1513	166	9	as	as	SCONJ
ijassa-1513	166	10	they	they	PRON
ijassa-1513	166	11	exhibit	exhibit	VERB
ijassa-1513	166	12	a	a	DET
ijassa-1513	166	13	strong	strong	ADJ
ijassa-1513	166	14	association	association	NOUN
ijassa-1513	166	15	with	with	ADP
ijassa-1513	166	16	specific	specific	ADJ
ijassa-1513	166	17	classes	class	NOUN
ijassa-1513	166	18	.	.	PUNCT
ijassa-1513	167	1	mi	mi	PROPN
ijassa-1513	167	2	,	,	PUNCT
ijassa-1513	167	3	as	as	ADP
ijassa-1513	167	4	a	a	DET
ijassa-1513	167	5	feature	feature	NOUN
ijassa-1513	167	6	selection	selection	NOUN
ijassa-1513	167	7	technique	technique	NOUN
ijassa-1513	167	8	,	,	PUNCT
ijassa-1513	167	9	aids	aid	NOUN
ijassa-1513	167	10	in	in	ADP
ijassa-1513	167	11	identifying	identify	VERB
ijassa-1513	167	12	features	feature	NOUN
ijassa-1513	167	13	that	that	PRON
ijassa-1513	167	14	contribute	contribute	VERB
ijassa-1513	167	15	significantly	significantly	ADV
ijassa-1513	167	16	to	to	ADP
ijassa-1513	167	17	classification	classification	NOUN
ijassa-1513	167	18	accuracy	accuracy	NOUN
ijassa-1513	167	19	by	by	ADP
ijassa-1513	167	20	quantifying	quantify	VERB
ijassa-1513	167	21	the	the	DET
ijassa-1513	167	22	information	information	NOUN
ijassa-1513	167	23	shared	share	VERB
ijassa-1513	167	24	between	between	ADP
ijassa-1513	167	25	features	feature	NOUN
ijassa-1513	167	26	and	and	CCONJ
ijassa-1513	167	27	class	class	NOUN
ijassa-1513	167	28	labels	label	NOUN
ijassa-1513	167	29	.	.	PUNCT
ijassa-1513	168	1	embedded	embed	VERB
ijassa-1513	168	2	methods	method	NOUN
ijassa-1513	168	3	incorporate	incorporate	VERB
ijassa-1513	168	4	feature	feature	NOUN
ijassa-1513	168	5	selection	selection	NOUN
ijassa-1513	168	6	into	into	ADP
ijassa-1513	168	7	the	the	DET
ijassa-1513	168	8	model	model	NOUN
ijassa-1513	168	9	training	training	NOUN
ijassa-1513	168	10	process	process	NOUN
ijassa-1513	168	11	itself	itself	PRON
ijassa-1513	168	12	[	[	X
ijassa-1513	168	13	83	83	NUM
ijassa-1513	168	14	]	]	PUNCT
ijassa-1513	168	15	.	.	PUNCT
ijassa-1513	169	1	these	these	DET
ijassa-1513	169	2	methods	method	NOUN
ijassa-1513	169	3	optimize	optimize	VERB
ijassa-1513	169	4	feature	feature	NOUN
ijassa-1513	169	5	selection	selection	NOUN
ijassa-1513	169	6	as	as	ADP
ijassa-1513	169	7	an	an	DET
ijassa-1513	169	8	integral	integral	ADJ
ijassa-1513	169	9	part	part	NOUN
ijassa-1513	169	10	of	of	ADP
ijassa-1513	169	11	the	the	DET
ijassa-1513	169	12	learning	learning	NOUN
ijassa-1513	169	13	algorithm	algorithm	NOUN
ijassa-1513	169	14	.	.	PUNCT
ijassa-1513	170	1	examples	example	NOUN
ijassa-1513	170	2	include	include	VERB
ijassa-1513	170	3	regularization	regularization	NOUN
ijassa-1513	170	4	techniques	technique	NOUN
ijassa-1513	170	5	like	like	ADP
ijassa-1513	170	6	l1	l1	PROPN
ijassa-1513	170	7	regularization	regularization	NOUN
ijassa-1513	170	8	(	(	PUNCT
ijassa-1513	170	9	lasso	lasso	NOUN
ijassa-1513	170	10	)	)	PUNCT
ijassa-1513	171	1	[	[	X
ijassa-1513	171	2	83	83	NUM
ijassa-1513	171	3	]	]	PUNCT
ijassa-1513	171	4	used	use	VERB
ijassa-1513	171	5	in	in	ADP
ijassa-1513	171	6	logistic	logistic	ADJ
ijassa-1513	171	7	regression	regression	NOUN
ijassa-1513	171	8	and	and	CCONJ
ijassa-1513	171	9	decision	decision	NOUN
ijassa-1513	171	10	trees	tree	NOUN
ijassa-1513	171	11	with	with	ADP
ijassa-1513	171	12	built	build	VERB
ijassa-1513	171	13	-	-	PUNCT
ijassa-1513	171	14	in	in	ADP
ijassa-1513	171	15	feature	feature	NOUN
ijassa-1513	171	16	selection	selection	NOUN
ijassa-1513	171	17	.	.	PUNCT
ijassa-1513	172	1	embedded	embed	VERB
ijassa-1513	172	2	methods	method	NOUN
ijassa-1513	172	3	aim	aim	VERB
ijassa-1513	172	4	to	to	PART
ijassa-1513	172	5	strike	strike	VERB
ijassa-1513	172	6	a	a	DET
ijassa-1513	172	7	balance	balance	NOUN
ijassa-1513	172	8	between	between	ADP
ijassa-1513	172	9	filter	filter	NOUN
ijassa-1513	172	10	and	and	CCONJ
ijassa-1513	172	11	wrapper	wrapper	NOUN
ijassa-1513	172	12	methods	method	NOUN
ijassa-1513	172	13	,	,	PUNCT
ijassa-1513	172	14	considering	consider	VERB
ijassa-1513	172	15	feature	feature	NOUN
ijassa-1513	172	16	relevance	relevance	NOUN
ijassa-1513	172	17	and	and	CCONJ
ijassa-1513	172	18	model	model	NOUN
ijassa-1513	172	19	performance	performance	NOUN
ijassa-1513	172	20	simultaneously	simultaneously	ADV
ijassa-1513	172	21	.	.	PUNCT
ijassa-1513	173	1	2.3	2.3	NUM
ijassa-1513	173	2	classifier	classifier	NOUN
ijassa-1513	173	3	training	training	NOUN
ijassa-1513	173	4	in	in	ADP
ijassa-1513	173	5	this	this	DET
ijassa-1513	173	6	section	section	NOUN
ijassa-1513	173	7	,	,	PUNCT
ijassa-1513	173	8	we	we	PRON
ijassa-1513	173	9	adopt	adopt	VERB
ijassa-1513	173	10	a	a	DET
ijassa-1513	173	11	division	division	NOUN
ijassa-1513	173	12	of	of	ADP
ijassa-1513	173	13	classification	classification	NOUN
ijassa-1513	173	14	algorithms	algorithm	NOUN
ijassa-1513	173	15	proposed	propose	VERB
ijassa-1513	173	16	by	by	ADP
ijassa-1513	173	17	[	[	X
ijassa-1513	173	18	7	7	X
ijassa-1513	173	19	]	]	PUNCT
ijassa-1513	173	20	to	to	PART
ijassa-1513	173	21	categorize	categorize	VERB
ijassa-1513	173	22	them	they	PRON
ijassa-1513	173	23	into	into	ADP
ijassa-1513	173	24	two	two	NUM
ijassa-1513	173	25	distinct	distinct	ADJ
ijassa-1513	173	26	groups	group	NOUN
ijassa-1513	173	27	:	:	PUNCT
ijassa-1513	173	28	basic	basic	ADJ
ijassa-1513	173	29	machine	machine	NOUN
ijassa-1513	173	30	learning	learning	NOUN
ijassa-1513	173	31	and	and	CCONJ
ijassa-1513	173	32	deep	deep	ADJ
ijassa-1513	173	33	learning	learning	NOUN
ijassa-1513	173	34	.	.	PUNCT
ijassa-1513	174	1	2.3.1	2.3.1	NUM
ijassa-1513	174	2	basic	basic	ADJ
ijassa-1513	174	3	machine	machine	NOUN
ijassa-1513	174	4	learning	learn	VERB
ijassa-1513	174	5	basic	basic	ADJ
ijassa-1513	174	6	machine	machine	NOUN
ijassa-1513	174	7	learning	learning	NOUN
ijassa-1513	174	8	approaches	approach	NOUN
ijassa-1513	174	9	are	be	AUX
ijassa-1513	174	10	grounded	ground	VERB
ijassa-1513	174	11	in	in	ADP
ijassa-1513	174	12	statistical	statistical	ADJ
ijassa-1513	174	13	principles	principle	NOUN
ijassa-1513	174	14	and	and	CCONJ
ijassa-1513	174	15	have	have	AUX
ijassa-1513	174	16	been	be	AUX
ijassa-1513	174	17	foundational	foundational	ADJ
ijassa-1513	174	18	in	in	ADP
ijassa-1513	174	19	text	text	NOUN
ijassa-1513	174	20	classification	classification	NOUN
ijassa-1513	174	21	tasks	task	NOUN
ijassa-1513	174	22	.	.	PUNCT
ijassa-1513	175	1	these	these	DET
ijassa-1513	175	2	algorithms	algorithm	NOUN
ijassa-1513	175	3	employ	employ	VERB
ijassa-1513	175	4	features	feature	NOUN
ijassa-1513	175	5	derived	derive	VERB
ijassa-1513	175	6	from	from	ADP
ijassa-1513	175	7	text	text	NOUN
ijassa-1513	175	8	data	datum	NOUN
ijassa-1513	175	9	to	to	PART
ijassa-1513	175	10	make	make	VERB
ijassa-1513	175	11	predictions	prediction	NOUN
ijassa-1513	175	12	.	.	PUNCT
ijassa-1513	176	1	examples	example	NOUN
ijassa-1513	176	2	of	of	ADP
ijassa-1513	176	3	algorithms	algorithm	NOUN
ijassa-1513	176	4	in	in	ADP
ijassa-1513	176	5	this	this	DET
ijassa-1513	176	6	category	category	NOUN
ijassa-1513	176	7	include	include	VERB
ijassa-1513	176	8	naive	naive	ADJ
ijassa-1513	176	9	bayes	bayes	NOUN
ijassa-1513	176	10	(	(	PUNCT
ijassa-1513	176	11	nb	nb	NOUN
ijassa-1513	176	12	)	)	PUNCT
ijassa-1513	176	13	,	,	PUNCT
ijassa-1513	176	14	svm	svm	ADJ
ijassa-1513	176	15	,	,	PUNCT
ijassa-1513	176	16	random	random	ADJ
ijassa-1513	176	17	forest	forest	NOUN
ijassa-1513	176	18	(	(	PUNCT
ijassa-1513	176	19	rf	rf	NOUN
ijassa-1513	176	20	)	)	PUNCT
ijassa-1513	176	21	,	,	PUNCT
ijassa-1513	176	22	logistic	logistic	ADJ
ijassa-1513	176	23	regression	regression	NOUN
ijassa-1513	176	24	(	(	PUNCT
ijassa-1513	176	25	lr	lr	NOUN
ijassa-1513	176	26	)	)	PUNCT
ijassa-1513	176	27	and	and	CCONJ
ijassa-1513	176	28	k	k	ADV
ijassa-1513	176	29	-	-	PUNCT
ijassa-1513	176	30	nearest	near	ADJ
ijassa-1513	176	31	neighbors	neighbor	NOUN
ijassa-1513	176	32	(	(	PUNCT
ijassa-1513	176	33	k	k	X
ijassa-1513	176	34	-	-	PUNCT
ijassa-1513	176	35	nn	nn	NOUN
ijassa-1513	176	36	)	)	PUNCT
ijassa-1513	176	37	.	.	PUNCT
ijassa-1513	177	1	svm	svm	PROPN
ijassa-1513	177	2	[	[	X
ijassa-1513	177	3	18	18	NUM
ijassa-1513	177	4	]	]	PUNCT
ijassa-1513	177	5	is	be	AUX
ijassa-1513	177	6	a	a	DET
ijassa-1513	177	7	powerful	powerful	ADJ
ijassa-1513	177	8	and	and	CCONJ
ijassa-1513	177	9	versatile	versatile	ADJ
ijassa-1513	177	10	machine	machine	NOUN
ijassa-1513	177	11	learning	learn	VERB
ijassa-1513	177	12	algorithm	algorithm	NOUN
ijassa-1513	177	13	commonly	commonly	ADV
ijassa-1513	177	14	employed	employ	VERB
ijassa-1513	177	15	in	in	ADP
ijassa-1513	177	16	text	text	NOUN
ijassa-1513	177	17	classification	classification	NOUN
ijassa-1513	177	18	tasks	task	NOUN
ijassa-1513	177	19	.	.	PUNCT
ijassa-1513	178	1	svm	svm	PROPN
ijassa-1513	178	2	operates	operate	VERB
ijassa-1513	178	3	by	by	ADP
ijassa-1513	178	4	finding	find	VERB
ijassa-1513	178	5	an	an	DET
ijassa-1513	178	6	optimal	optimal	ADJ
ijassa-1513	178	7	hyperplane	hyperplane	NOUN
ijassa-1513	178	8	that	that	PRON
ijassa-1513	178	9	best	well	ADV
ijassa-1513	178	10	separates	separate	VERB
ijassa-1513	178	11	data	datum	NOUN
ijassa-1513	178	12	points	point	NOUN
ijassa-1513	178	13	belonging	belong	VERB
ijassa-1513	178	14	to	to	ADP
ijassa-1513	178	15	different	different	ADJ
ijassa-1513	178	16	classes	class	NOUN
ijassa-1513	178	17	while	while	SCONJ
ijassa-1513	178	18	maximizing	maximize	VERB
ijassa-1513	178	19	the	the	DET
ijassa-1513	178	20	margin	margin	NOUN
ijassa-1513	178	21	between	between	ADP
ijassa-1513	178	22	them	they	PRON
ijassa-1513	178	23	.	.	PUNCT
ijassa-1513	179	1	in	in	ADP
ijassa-1513	179	2	the	the	DET
ijassa-1513	179	3	context	context	NOUN
ijassa-1513	179	4	of	of	ADP
ijassa-1513	179	5	text	text	NOUN
ijassa-1513	179	6	classification	classification	NOUN
ijassa-1513	179	7	,	,	PUNCT
ijassa-1513	179	8	documents	document	NOUN
ijassa-1513	179	9	are	be	AUX
ijassa-1513	179	10	typically	typically	ADV
ijassa-1513	179	11	represented	represent	VERB
ijassa-1513	179	12	as	as	ADP
ijassa-1513	179	13	high	high	ADJ
ijassa-1513	179	14	-	-	PUNCT
ijassa-1513	179	15	dimensional	dimensional	ADJ
ijassa-1513	179	16	feature	feature	NOUN
ijassa-1513	179	17	vectors	vector	NOUN
ijassa-1513	179	18	,	,	PUNCT
ijassa-1513	179	19	where	where	SCONJ
ijassa-1513	179	20	each	each	DET
ijassa-1513	179	21	dimension	dimension	NOUN
ijassa-1513	179	22	corresponds	correspond	VERB
ijassa-1513	179	23	to	to	ADP
ijassa-1513	179	24	a	a	DET
ijassa-1513	179	25	term	term	NOUN
ijassa-1513	179	26	or	or	CCONJ
ijassa-1513	179	27	word	word	NOUN
ijassa-1513	179	28	.	.	PUNCT
ijassa-1513	180	1	nb	nb	PROPN
ijassa-1513	181	1	[	[	X
ijassa-1513	181	2	161	161	NUM
ijassa-1513	181	3	]	]	PUNCT
ijassa-1513	181	4	is	be	AUX
ijassa-1513	181	5	a	a	DET
ijassa-1513	181	6	probabilistic	probabilistic	ADJ
ijassa-1513	181	7	classification	classification	NOUN
ijassa-1513	181	8	algorithm	algorithm	NOUN
ijassa-1513	181	9	widely	widely	ADV
ijassa-1513	181	10	used	use	VERB
ijassa-1513	181	11	in	in	ADP
ijassa-1513	181	12	text	text	NOUN
ijassa-1513	181	13	classification	classification	NOUN
ijassa-1513	181	14	tasks	task	NOUN
ijassa-1513	181	15	.	.	PUNCT
ijassa-1513	182	1	it	it	PRON
ijassa-1513	182	2	operates	operate	VERB
ijassa-1513	182	3	on	on	ADP
ijassa-1513	182	4	the	the	DET
ijassa-1513	182	5	principles	principle	NOUN
ijassa-1513	182	6	of	of	ADP
ijassa-1513	182	7	bayes	baye	NOUN
ijassa-1513	182	8	'	'	PART
ijassa-1513	182	9	theorem	theorem	ADJ
ijassa-1513	182	10	and	and	CCONJ
ijassa-1513	182	11	conditional	conditional	ADJ
ijassa-1513	182	12	probability	probability	NOUN
ijassa-1513	182	13	.	.	PUNCT
ijassa-1513	183	1	one	one	NUM
ijassa-1513	183	2	of	of	ADP
ijassa-1513	183	3	the	the	DET
ijassa-1513	183	4	fundamental	fundamental	ADJ
ijassa-1513	183	5	assumptions	assumption	NOUN
ijassa-1513	183	6	of	of	ADP
ijassa-1513	183	7	nb	nb	PROPN
ijassa-1513	183	8	is	be	AUX
ijassa-1513	183	9	the	the	DET
ijassa-1513	183	10	«	«	PUNCT
ijassa-1513	183	11	naive	naive	ADJ
ijassa-1513	183	12	»	»	PUNCT
ijassa-1513	183	13	assumption	assumption	NOUN
ijassa-1513	183	14	,	,	PUNCT
ijassa-1513	183	15	which	which	PRON
ijassa-1513	183	16	assumes	assume	VERB
ijassa-1513	183	17	that	that	SCONJ
ijassa-1513	183	18	features	feature	VERB
ijassa-1513	183	19	(	(	PUNCT
ijassa-1513	183	20	words	word	NOUN
ijassa-1513	183	21	or	or	CCONJ
ijassa-1513	183	22	terms	term	NOUN
ijassa-1513	183	23	in	in	ADP
ijassa-1513	183	24	the	the	DET
ijassa-1513	183	25	case	case	NOUN
ijassa-1513	183	26	of	of	ADP
ijassa-1513	183	27	text	text	NOUN
ijassa-1513	183	28	classification	classification	NOUN
ijassa-1513	183	29	)	)	PUNCT
ijassa-1513	183	30	are	be	AUX
ijassa-1513	183	31	conditionally	conditionally	ADV
ijassa-1513	183	32	independent	independent	ADJ
ijassa-1513	183	33	,	,	PUNCT
ijassa-1513	183	34	given	give	VERB
ijassa-1513	183	35	the	the	DET
ijassa-1513	183	36	class	class	NOUN
ijassa-1513	183	37	text	text	NOUN
ijassa-1513	183	38	classification	classification	NOUN
ijassa-1513	183	39	technologies	technology	NOUN
ijassa-1513	183	40	in	in	ADP
ijassa-1513	183	41	document	document	NOUN
ijassa-1513	183	42	categorization	categorization	NOUN
ijassa-1513	183	43	systems	system	NOUN
ijassa-1513	183	44	.	.	PUNCT
ijassa-1513	184	1	a	a	DET
ijassa-1513	184	2	survey	survey	NOUN
ijassa-1513	184	3	139	139	NUM
ijassa-1513	184	4	copyright	copyright	NOUN
ijassa-1513	184	5	©	©	PROPN
ijassa-1513	184	6	2024	2024	NUM
ijassa-1513	184	7	assa	assa	NOUN
ijassa-1513	184	8	.	.	PUNCT
ijassa-1513	185	1	adv	adv	PROPN
ijassa-1513	185	2	.	.	PUNCT
ijassa-1513	186	1	in	in	ADP
ijassa-1513	186	2	systems	system	NOUN
ijassa-1513	186	3	science	science	NOUN
ijassa-1513	186	4	and	and	CCONJ
ijassa-1513	186	5	appl	appl	NOUN
ijassa-1513	186	6	.	.	PUNCT
ijassa-1513	187	1	(	(	PUNCT
ijassa-1513	187	2	2024	2024	NUM
ijassa-1513	187	3	)	)	PUNCT
ijassa-1513	187	4	label	label	NOUN
ijassa-1513	187	5	.	.	PUNCT
ijassa-1513	188	1	in	in	ADP
ijassa-1513	188	2	text	text	NOUN
ijassa-1513	188	3	classification	classification	NOUN
ijassa-1513	188	4	,	,	PUNCT
ijassa-1513	188	5	nb	nb	PROPN
ijassa-1513	188	6	assigns	assigns	NOUN
ijassa-1513	188	7	class	class	NOUN
ijassa-1513	188	8	labels	label	NOUN
ijassa-1513	188	9	to	to	ADP
ijassa-1513	188	10	documents	document	NOUN
ijassa-1513	188	11	based	base	VERB
ijassa-1513	188	12	on	on	ADP
ijassa-1513	188	13	the	the	DET
ijassa-1513	188	14	likelihood	likelihood	NOUN
ijassa-1513	188	15	of	of	ADP
ijassa-1513	188	16	observing	observe	VERB
ijassa-1513	188	17	certain	certain	ADJ
ijassa-1513	188	18	terms	term	NOUN
ijassa-1513	188	19	given	give	VERB
ijassa-1513	188	20	each	each	DET
ijassa-1513	188	21	class	class	NOUN
ijassa-1513	188	22	.	.	PUNCT
ijassa-1513	189	1	the	the	DET
ijassa-1513	189	2	class	class	NOUN
ijassa-1513	189	3	with	with	ADP
ijassa-1513	189	4	the	the	DET
ijassa-1513	189	5	highest	high	ADJ
ijassa-1513	189	6	probability	probability	NOUN
ijassa-1513	189	7	is	be	AUX
ijassa-1513	189	8	assigned	assign	VERB
ijassa-1513	189	9	as	as	ADP
ijassa-1513	189	10	the	the	DET
ijassa-1513	189	11	predicted	predict	VERB
ijassa-1513	189	12	class	class	NOUN
ijassa-1513	189	13	label	label	NOUN
ijassa-1513	189	14	.	.	PUNCT
ijassa-1513	190	1	knn	knn	PROPN
ijassa-1513	191	1	[	[	X
ijassa-1513	191	2	60	60	NUM
ijassa-1513	191	3	]	]	PUNCT
ijassa-1513	191	4	is	be	AUX
ijassa-1513	191	5	a	a	DET
ijassa-1513	191	6	non	non	ADJ
ijassa-1513	191	7	-	-	ADJ
ijassa-1513	191	8	parametric	parametric	ADJ
ijassa-1513	191	9	classification	classification	NOUN
ijassa-1513	191	10	algorithm	algorithm	NOUN
ijassa-1513	191	11	used	use	VERB
ijassa-1513	191	12	in	in	ADP
ijassa-1513	191	13	text	text	NOUN
ijassa-1513	191	14	classification	classification	NOUN
ijassa-1513	191	15	tasks	task	NOUN
ijassa-1513	191	16	.	.	PUNCT
ijassa-1513	192	1	it	it	PRON
ijassa-1513	192	2	operates	operate	VERB
ijassa-1513	192	3	based	base	VERB
ijassa-1513	192	4	on	on	ADP
ijassa-1513	192	5	the	the	DET
ijassa-1513	192	6	principle	principle	NOUN
ijassa-1513	192	7	of	of	ADP
ijassa-1513	192	8	proximity	proximity	NOUN
ijassa-1513	192	9	,	,	PUNCT
ijassa-1513	192	10	where	where	SCONJ
ijassa-1513	192	11	documents	document	NOUN
ijassa-1513	192	12	are	be	AUX
ijassa-1513	192	13	assigned	assign	VERB
ijassa-1513	192	14	a	a	DET
ijassa-1513	192	15	class	class	NOUN
ijassa-1513	192	16	label	label	NOUN
ijassa-1513	192	17	based	base	VERB
ijassa-1513	192	18	on	on	ADP
ijassa-1513	192	19	the	the	DET
ijassa-1513	192	20	majority	majority	NOUN
ijassa-1513	192	21	class	class	NOUN
ijassa-1513	192	22	among	among	ADP
ijassa-1513	192	23	their	their	PRON
ijassa-1513	192	24	k	k	NOUN
ijassa-1513	192	25	-	-	PUNCT
ijassa-1513	192	26	nearest	near	ADJ
ijassa-1513	192	27	neighbors	neighbor	NOUN
ijassa-1513	192	28	in	in	ADP
ijassa-1513	192	29	the	the	DET
ijassa-1513	192	30	feature	feature	NOUN
ijassa-1513	192	31	space	space	NOUN
ijassa-1513	192	32	.	.	PUNCT
ijassa-1513	193	1	in	in	ADP
ijassa-1513	193	2	text	text	NOUN
ijassa-1513	193	3	classification	classification	NOUN
ijassa-1513	193	4	,	,	PUNCT
ijassa-1513	193	5	knn	knn	PROPN
ijassa-1513	193	6	treats	treat	VERB
ijassa-1513	193	7	documents	document	NOUN
ijassa-1513	193	8	as	as	ADP
ijassa-1513	193	9	points	point	NOUN
ijassa-1513	193	10	in	in	ADP
ijassa-1513	193	11	a	a	DET
ijassa-1513	193	12	high	high	ADJ
ijassa-1513	193	13	-	-	PUNCT
ijassa-1513	193	14	dimensional	dimensional	ADJ
ijassa-1513	193	15	space	space	NOUN
ijassa-1513	193	16	,	,	PUNCT
ijassa-1513	193	17	with	with	ADP
ijassa-1513	193	18	each	each	DET
ijassa-1513	193	19	dimension	dimension	NOUN
ijassa-1513	193	20	representing	represent	VERB
ijassa-1513	193	21	a	a	DET
ijassa-1513	193	22	term	term	NOUN
ijassa-1513	193	23	or	or	CCONJ
ijassa-1513	193	24	word	word	NOUN
ijassa-1513	193	25	.	.	PUNCT
ijassa-1513	194	1	when	when	SCONJ
ijassa-1513	194	2	classifying	classify	VERB
ijassa-1513	194	3	a	a	DET
ijassa-1513	194	4	new	new	ADJ
ijassa-1513	194	5	document	document	NOUN
ijassa-1513	194	6	,	,	PUNCT
ijassa-1513	194	7	knn	knn	PROPN
ijassa-1513	194	8	identifies	identify	VERB
ijassa-1513	194	9	the	the	DET
ijassa-1513	194	10	k	k	PROPN
ijassa-1513	194	11	most	most	ADV
ijassa-1513	194	12	similar	similar	ADJ
ijassa-1513	194	13	documents	document	NOUN
ijassa-1513	194	14	from	from	ADP
ijassa-1513	194	15	the	the	DET
ijassa-1513	194	16	training	training	NOUN
ijassa-1513	194	17	dataset	dataset	NOUN
ijassa-1513	194	18	,	,	PUNCT
ijassa-1513	194	19	typically	typically	ADV
ijassa-1513	194	20	based	base	VERB
ijassa-1513	194	21	on	on	ADP
ijassa-1513	194	22	distance	distance	NOUN
ijassa-1513	194	23	metrics	metric	NOUN
ijassa-1513	194	24	like	like	ADP
ijassa-1513	194	25	euclidean	euclidean	ADJ
ijassa-1513	194	26	distance	distance	NOUN
ijassa-1513	194	27	or	or	CCONJ
ijassa-1513	194	28	cosine	cosine	NOUN
ijassa-1513	194	29	similarity	similarity	NOUN
ijassa-1513	194	30	.	.	PUNCT
ijassa-1513	195	1	the	the	DET
ijassa-1513	195	2	class	class	NOUN
ijassa-1513	195	3	label	label	NOUN
ijassa-1513	195	4	is	be	AUX
ijassa-1513	195	5	then	then	ADV
ijassa-1513	195	6	determined	determine	VERB
ijassa-1513	195	7	by	by	ADP
ijassa-1513	195	8	a	a	DET
ijassa-1513	195	9	majority	majority	NOUN
ijassa-1513	195	10	vote	vote	NOUN
ijassa-1513	195	11	among	among	ADP
ijassa-1513	195	12	these	these	DET
ijassa-1513	195	13	neighbors	neighbor	NOUN
ijassa-1513	195	14	.	.	PUNCT
ijassa-1513	196	1	lr	lr	X
ijassa-1513	196	2	[	[	X
ijassa-1513	196	3	39	39	NUM
ijassa-1513	196	4	]	]	PUNCT
ijassa-1513	196	5	linear	linear	ADJ
ijassa-1513	196	6	classification	classification	NOUN
ijassa-1513	196	7	algorithm	algorithm	NOUN
ijassa-1513	196	8	for	for	ADP
ijassa-1513	196	9	text	text	NOUN
ijassa-1513	196	10	classification	classification	NOUN
ijassa-1513	196	11	.	.	PUNCT
ijassa-1513	197	1	it	it	PRON
ijassa-1513	197	2	models	model	VERB
ijassa-1513	197	3	the	the	DET
ijassa-1513	197	4	relationship	relationship	NOUN
ijassa-1513	197	5	between	between	ADP
ijassa-1513	197	6	the	the	DET
ijassa-1513	197	7	binary	binary	ADJ
ijassa-1513	197	8	or	or	CCONJ
ijassa-1513	197	9	categorical	categorical	ADJ
ijassa-1513	197	10	dependent	dependent	ADJ
ijassa-1513	197	11	variable	variable	NOUN
ijassa-1513	197	12	(	(	PUNCT
ijassa-1513	197	13	class	class	NOUN
ijassa-1513	197	14	labels	label	NOUN
ijassa-1513	197	15	in	in	ADP
ijassa-1513	197	16	text	text	NOUN
ijassa-1513	197	17	classification	classification	NOUN
ijassa-1513	197	18	)	)	PUNCT
ijassa-1513	197	19	and	and	CCONJ
ijassa-1513	197	20	one	one	NUM
ijassa-1513	197	21	or	or	CCONJ
ijassa-1513	197	22	more	more	ADV
ijassa-1513	197	23	independent	independent	ADJ
ijassa-1513	197	24	variables	variable	NOUN
ijassa-1513	197	25	(	(	PUNCT
ijassa-1513	197	26	features	feature	NOUN
ijassa-1513	197	27	or	or	CCONJ
ijassa-1513	197	28	terms	term	NOUN
ijassa-1513	197	29	in	in	ADP
ijassa-1513	197	30	text	text	NOUN
ijassa-1513	197	31	documents	document	NOUN
ijassa-1513	197	32	)	)	PUNCT
ijassa-1513	197	33	using	use	VERB
ijassa-1513	197	34	a	a	DET
ijassa-1513	197	35	logistic	logistic	ADJ
ijassa-1513	197	36	function	function	NOUN
ijassa-1513	197	37	.	.	PUNCT
ijassa-1513	198	1	in	in	ADP
ijassa-1513	198	2	text	text	NOUN
ijassa-1513	198	3	classification	classification	NOUN
ijassa-1513	198	4	,	,	PUNCT
ijassa-1513	198	5	lr	lr	PROPN
ijassa-1513	198	6	assigns	assign	NOUN
ijassa-1513	198	7	class	class	NOUN
ijassa-1513	198	8	probabilities	probability	NOUN
ijassa-1513	198	9	to	to	ADP
ijassa-1513	198	10	documents	document	NOUN
ijassa-1513	198	11	based	base	VERB
ijassa-1513	198	12	on	on	ADP
ijassa-1513	198	13	their	their	PRON
ijassa-1513	198	14	features	feature	NOUN
ijassa-1513	198	15	.	.	PUNCT
ijassa-1513	199	1	it	it	PRON
ijassa-1513	199	2	models	model	VERB
ijassa-1513	199	3	the	the	DET
ijassa-1513	199	4	probability	probability	NOUN
ijassa-1513	199	5	that	that	SCONJ
ijassa-1513	199	6	a	a	DET
ijassa-1513	199	7	document	document	NOUN
ijassa-1513	199	8	belongs	belong	VERB
ijassa-1513	199	9	to	to	ADP
ijassa-1513	199	10	a	a	DET
ijassa-1513	199	11	particular	particular	ADJ
ijassa-1513	199	12	class	class	NOUN
ijassa-1513	199	13	given	give	VERB
ijassa-1513	199	14	its	its	PRON
ijassa-1513	199	15	feature	feature	NOUN
ijassa-1513	199	16	values	value	NOUN
ijassa-1513	199	17	.	.	PUNCT
ijassa-1513	200	1	rf	rf	PRON
ijassa-1513	201	1	[	[	X
ijassa-1513	201	2	56	56	NUM
ijassa-1513	201	3	]	]	PUNCT
ijassa-1513	201	4	is	be	AUX
ijassa-1513	201	5	an	an	DET
ijassa-1513	201	6	ensemble	ensemble	ADJ
ijassa-1513	201	7	learning	learning	NOUN
ijassa-1513	201	8	algorithm	algorithm	NOUN
ijassa-1513	201	9	used	use	VERB
ijassa-1513	201	10	in	in	ADP
ijassa-1513	201	11	text	text	NOUN
ijassa-1513	201	12	classification	classification	NOUN
ijassa-1513	201	13	tasks	task	NOUN
ijassa-1513	201	14	.	.	PUNCT
ijassa-1513	202	1	it	it	PRON
ijassa-1513	202	2	combines	combine	VERB
ijassa-1513	202	3	multiple	multiple	ADJ
ijassa-1513	202	4	decision	decision	NOUN
ijassa-1513	202	5	trees	tree	NOUN
ijassa-1513	202	6	to	to	PART
ijassa-1513	202	7	improve	improve	VERB
ijassa-1513	202	8	classification	classification	NOUN
ijassa-1513	202	9	accuracy	accuracy	NOUN
ijassa-1513	202	10	and	and	CCONJ
ijassa-1513	202	11	robustness	robustness	NOUN
ijassa-1513	202	12	.	.	PUNCT
ijassa-1513	203	1	rf	rf	PRON
ijassa-1513	203	2	constructs	construct	VERB
ijassa-1513	203	3	an	an	DET
ijassa-1513	203	4	ensemble	ensemble	NOUN
ijassa-1513	203	5	of	of	ADP
ijassa-1513	203	6	decision	decision	NOUN
ijassa-1513	203	7	trees	tree	NOUN
ijassa-1513	203	8	,	,	PUNCT
ijassa-1513	203	9	where	where	SCONJ
ijassa-1513	203	10	each	each	DET
ijassa-1513	203	11	tree	tree	NOUN
ijassa-1513	203	12	is	be	AUX
ijassa-1513	203	13	trained	train	VERB
ijassa-1513	203	14	on	on	ADP
ijassa-1513	203	15	a	a	DET
ijassa-1513	203	16	bootstrapped	bootstrapped	NOUN
ijassa-1513	203	17	subset	subset	NOUN
ijassa-1513	203	18	of	of	ADP
ijassa-1513	203	19	the	the	DET
ijassa-1513	203	20	training	training	NOUN
ijassa-1513	203	21	data	datum	NOUN
ijassa-1513	203	22	and	and	CCONJ
ijassa-1513	203	23	a	a	DET
ijassa-1513	203	24	random	random	ADJ
ijassa-1513	203	25	subset	subset	NOUN
ijassa-1513	203	26	of	of	ADP
ijassa-1513	203	27	features	feature	NOUN
ijassa-1513	203	28	.	.	PUNCT
ijassa-1513	204	1	the	the	DET
ijassa-1513	204	2	final	final	ADJ
ijassa-1513	204	3	class	class	NOUN
ijassa-1513	204	4	prediction	prediction	NOUN
ijassa-1513	204	5	is	be	AUX
ijassa-1513	204	6	determined	determine	VERB
ijassa-1513	204	7	by	by	ADP
ijassa-1513	204	8	aggregating	aggregate	VERB
ijassa-1513	204	9	the	the	DET
ijassa-1513	204	10	predictions	prediction	NOUN
ijassa-1513	204	11	of	of	ADP
ijassa-1513	204	12	individual	individual	ADJ
ijassa-1513	204	13	trees	tree	NOUN
ijassa-1513	204	14	,	,	PUNCT
ijassa-1513	204	15	often	often	ADV
ijassa-1513	204	16	through	through	ADP
ijassa-1513	204	17	majority	majority	NOUN
ijassa-1513	204	18	voting	voting	NOUN
ijassa-1513	204	19	.	.	PUNCT
ijassa-1513	205	1	2.3.2	2.3.2	NUM
ijassa-1513	205	2	deep	deep	ADJ
ijassa-1513	205	3	learning	learning	NOUN
ijassa-1513	205	4	deep	deep	ADJ
ijassa-1513	205	5	learning	learning	NOUN
ijassa-1513	205	6	represents	represent	VERB
ijassa-1513	205	7	a	a	DET
ijassa-1513	205	8	transformative	transformative	ADJ
ijassa-1513	205	9	paradigm	paradigm	NOUN
ijassa-1513	205	10	in	in	ADP
ijassa-1513	205	11	text	text	NOUN
ijassa-1513	205	12	classification	classification	NOUN
ijassa-1513	205	13	,	,	PUNCT
ijassa-1513	205	14	driven	drive	VERB
ijassa-1513	205	15	by	by	ADP
ijassa-1513	205	16	the	the	DET
ijassa-1513	205	17	advancement	advancement	NOUN
ijassa-1513	205	18	of	of	ADP
ijassa-1513	205	19	neural	neural	ADJ
ijassa-1513	205	20	network	network	NOUN
ijassa-1513	205	21	architectures	architecture	NOUN
ijassa-1513	205	22	.	.	PUNCT
ijassa-1513	206	1	deep	deep	ADJ
ijassa-1513	206	2	learning	learning	NOUN
ijassa-1513	206	3	models	model	NOUN
ijassa-1513	206	4	,	,	PUNCT
ijassa-1513	206	5	with	with	ADP
ijassa-1513	206	6	their	their	PRON
ijassa-1513	206	7	ability	ability	NOUN
ijassa-1513	206	8	to	to	PART
ijassa-1513	206	9	automatically	automatically	ADV
ijassa-1513	206	10	learn	learn	VERB
ijassa-1513	206	11	hierarchical	hierarchical	ADJ
ijassa-1513	206	12	representations	representation	NOUN
ijassa-1513	206	13	,	,	PUNCT
ijassa-1513	206	14	have	have	AUX
ijassa-1513	206	15	excelled	excel	VERB
ijassa-1513	206	16	in	in	ADP
ijassa-1513	206	17	capturing	capture	VERB
ijassa-1513	206	18	complex	complex	ADJ
ijassa-1513	206	19	textual	textual	ADJ
ijassa-1513	206	20	patterns	pattern	NOUN
ijassa-1513	206	21	.	.	PUNCT
ijassa-1513	207	1	cnns	cnns	PROPN
ijassa-1513	207	2	,	,	PUNCT
ijassa-1513	207	3	initially	initially	ADV
ijassa-1513	207	4	designed	design	VERB
ijassa-1513	207	5	for	for	ADP
ijassa-1513	207	6	image	image	NOUN
ijassa-1513	207	7	processing	processing	NOUN
ijassa-1513	207	8	,	,	PUNCT
ijassa-1513	207	9	have	have	AUX
ijassa-1513	207	10	been	be	AUX
ijassa-1513	207	11	adapted	adapt	VERB
ijassa-1513	207	12	effectively	effectively	ADV
ijassa-1513	207	13	for	for	ADP
ijassa-1513	207	14	nlp	nlp	ADJ
ijassa-1513	207	15	tasks	task	NOUN
ijassa-1513	207	16	[	[	X
ijassa-1513	207	17	58	58	NUM
ijassa-1513	207	18	]	]	PUNCT
ijassa-1513	207	19	.	.	PUNCT
ijassa-1513	208	1	in	in	ADP
ijassa-1513	208	2	text	text	NOUN
ijassa-1513	208	3	classification	classification	NOUN
ijassa-1513	208	4	,	,	PUNCT
ijassa-1513	208	5	cnns	cnn	NOUN
ijassa-1513	208	6	utilize	utilize	VERB
ijassa-1513	208	7	convolutional	convolutional	ADJ
ijassa-1513	208	8	filters	filter	NOUN
ijassa-1513	208	9	of	of	ADP
ijassa-1513	208	10	varying	vary	VERB
ijassa-1513	208	11	sizes	size	NOUN
ijassa-1513	208	12	to	to	PART
ijassa-1513	208	13	scan	scan	VERB
ijassa-1513	208	14	and	and	CCONJ
ijassa-1513	208	15	extract	extract	VERB
ijassa-1513	208	16	local	local	ADJ
ijassa-1513	208	17	features	feature	NOUN
ijassa-1513	208	18	,	,	PUNCT
ijassa-1513	208	19	such	such	ADJ
ijassa-1513	208	20	as	as	ADP
ijassa-1513	208	21	n	n	NOUN
ijassa-1513	208	22	-	-	PUNCT
ijassa-1513	208	23	grams	gram	NOUN
ijassa-1513	208	24	,	,	PUNCT
ijassa-1513	208	25	from	from	ADP
ijassa-1513	208	26	the	the	DET
ijassa-1513	208	27	input	input	NOUN
ijassa-1513	208	28	text	text	NOUN
ijassa-1513	208	29	.	.	PUNCT
ijassa-1513	209	1	these	these	DET
ijassa-1513	209	2	features	feature	NOUN
ijassa-1513	209	3	are	be	AUX
ijassa-1513	209	4	then	then	ADV
ijassa-1513	209	5	processed	process	VERB
ijassa-1513	209	6	hierarchically	hierarchically	ADV
ijassa-1513	209	7	through	through	ADP
ijassa-1513	209	8	multiple	multiple	ADJ
ijassa-1513	209	9	layers	layer	NOUN
ijassa-1513	209	10	of	of	ADP
ijassa-1513	209	11	the	the	DET
ijassa-1513	209	12	network	network	NOUN
ijassa-1513	209	13	to	to	PART
ijassa-1513	209	14	capture	capture	VERB
ijassa-1513	209	15	higher	high	ADJ
ijassa-1513	209	16	-	-	PUNCT
ijassa-1513	209	17	level	level	NOUN
ijassa-1513	209	18	abstractions	abstraction	NOUN
ijassa-1513	209	19	.	.	PUNCT
ijassa-1513	210	1	this	this	DET
ijassa-1513	210	2	approach	approach	NOUN
ijassa-1513	210	3	can	can	AUX
ijassa-1513	210	4	effectively	effectively	ADV
ijassa-1513	210	5	identify	identify	VERB
ijassa-1513	210	6	patterns	pattern	NOUN
ijassa-1513	210	7	and	and	CCONJ
ijassa-1513	210	8	representations	representation	NOUN
ijassa-1513	210	9	in	in	ADP
ijassa-1513	210	10	text	text	NOUN
ijassa-1513	210	11	data	datum	NOUN
ijassa-1513	210	12	,	,	PUNCT
ijassa-1513	210	13	making	make	VERB
ijassa-1513	210	14	it	it	PRON
ijassa-1513	210	15	valuable	valuable	ADJ
ijassa-1513	210	16	for	for	ADP
ijassa-1513	210	17	various	various	ADJ
ijassa-1513	210	18	text	text	NOUN
ijassa-1513	210	19	classification	classification	NOUN
ijassa-1513	210	20	tasks	task	NOUN
ijassa-1513	210	21	.	.	PUNCT
ijassa-1513	211	1	rnns	rnn	NOUN
ijassa-1513	211	2	,	,	PUNCT
ijassa-1513	211	3	specifically	specifically	ADV
ijassa-1513	211	4	long	long	ADJ
ijassa-1513	211	5	short	short	ADJ
ijassa-1513	211	6	-	-	PUNCT
ijassa-1513	211	7	term	term	NOUN
ijassa-1513	211	8	memory	memory	NOUN
ijassa-1513	211	9	(	(	PUNCT
ijassa-1513	211	10	lstm	lstm	NOUN
ijassa-1513	211	11	)	)	PUNCT
ijassa-1513	212	1	[	[	X
ijassa-1513	212	2	48	48	NUM
ijassa-1513	212	3	]	]	PUNCT
ijassa-1513	212	4	and	and	CCONJ
ijassa-1513	212	5	gated	gate	VERB
ijassa-1513	212	6	recurrent	recurrent	ADJ
ijassa-1513	212	7	unit	unit	NOUN
ijassa-1513	212	8	(	(	PUNCT
ijassa-1513	212	9	gru	gru	PROPN
ijassa-1513	212	10	)	)	PUNCT
ijassa-1513	213	1	[	[	X
ijassa-1513	213	2	25	25	NUM
ijassa-1513	213	3	]	]	PUNCT
ijassa-1513	213	4	variants	variant	NOUN
ijassa-1513	213	5	,	,	PUNCT
ijassa-1513	213	6	are	be	AUX
ijassa-1513	213	7	adept	adept	ADJ
ijassa-1513	213	8	at	at	ADP
ijassa-1513	213	9	modeling	model	VERB
ijassa-1513	213	10	sequential	sequential	ADJ
ijassa-1513	213	11	data	datum	NOUN
ijassa-1513	213	12	.	.	PUNCT
ijassa-1513	214	1	rnns	rnn	NOUN
ijassa-1513	214	2	are	be	AUX
ijassa-1513	214	3	recurrent	recurrent	ADJ
ijassa-1513	214	4	in	in	ADP
ijassa-1513	214	5	nature	nature	NOUN
ijassa-1513	214	6	,	,	PUNCT
ijassa-1513	214	7	allowing	allow	VERB
ijassa-1513	214	8	them	they	PRON
ijassa-1513	214	9	to	to	PART
ijassa-1513	214	10	process	process	VERB
ijassa-1513	214	11	sequences	sequence	NOUN
ijassa-1513	214	12	of	of	ADP
ijassa-1513	214	13	data	datum	NOUN
ijassa-1513	214	14	by	by	ADP
ijassa-1513	214	15	maintaining	maintain	VERB
ijassa-1513	214	16	internal	internal	ADJ
ijassa-1513	214	17	states	state	NOUN
ijassa-1513	214	18	and	and	CCONJ
ijassa-1513	214	19	utilizing	utilize	VERB
ijassa-1513	214	20	past	past	ADJ
ijassa-1513	214	21	information	information	NOUN
ijassa-1513	214	22	to	to	PART
ijassa-1513	214	23	influence	influence	VERB
ijassa-1513	214	24	future	future	ADJ
ijassa-1513	214	25	predictions	prediction	NOUN
ijassa-1513	214	26	[	[	X
ijassa-1513	214	27	52	52	NUM
ijassa-1513	214	28	]	]	PUNCT
ijassa-1513	214	29	.	.	PUNCT
ijassa-1513	215	1	they	they	PRON
ijassa-1513	215	2	are	be	AUX
ijassa-1513	215	3	particularly	particularly	ADV
ijassa-1513	215	4	effective	effective	ADJ
ijassa-1513	215	5	in	in	ADP
ijassa-1513	215	6	tasks	task	NOUN
ijassa-1513	215	7	that	that	PRON
ijassa-1513	215	8	involve	involve	VERB
ijassa-1513	215	9	sequential	sequential	ADJ
ijassa-1513	215	10	dependencies	dependency	NOUN
ijassa-1513	215	11	,	,	PUNCT
ijassa-1513	215	12	such	such	ADJ
ijassa-1513	215	13	as	as	ADP
ijassa-1513	215	14	text	text	NOUN
ijassa-1513	215	15	generation	generation	NOUN
ijassa-1513	215	16	and	and	CCONJ
ijassa-1513	215	17	sentiment	sentiment	NOUN
ijassa-1513	215	18	analysis	analysis	NOUN
ijassa-1513	215	19	.	.	PUNCT
ijassa-1513	216	1	lstm	lstm	NOUN
ijassa-1513	216	2	comprises	comprise	VERB
ijassa-1513	216	3	recurrent	recurrent	ADJ
ijassa-1513	216	4	cells	cell	NOUN
ijassa-1513	216	5	with	with	ADP
ijassa-1513	216	6	memory	memory	NOUN
ijassa-1513	216	7	gates	gate	NOUN
ijassa-1513	216	8	that	that	PRON
ijassa-1513	216	9	enable	enable	VERB
ijassa-1513	216	10	the	the	DET
ijassa-1513	216	11	retention	retention	NOUN
ijassa-1513	216	12	of	of	ADP
ijassa-1513	216	13	crucial	crucial	ADJ
ijassa-1513	216	14	information	information	NOUN
ijassa-1513	216	15	over	over	ADP
ijassa-1513	216	16	extended	extended	ADJ
ijassa-1513	216	17	sequences	sequence	NOUN
ijassa-1513	216	18	.	.	PUNCT
ijassa-1513	217	1	it	it	PRON
ijassa-1513	217	2	tackles	tackle	VERB
ijassa-1513	217	3	the	the	DET
ijassa-1513	217	4	vanishing	vanish	VERB
ijassa-1513	217	5	gradient	gradient	ADJ
ijassa-1513	217	6	problem	problem	NOUN
ijassa-1513	217	7	that	that	PRON
ijassa-1513	217	8	plagues	plague	VERB
ijassa-1513	217	9	traditional	traditional	ADJ
ijassa-1513	217	10	rnns	rnn	NOUN
ijassa-1513	217	11	,	,	PUNCT
ijassa-1513	217	12	making	make	VERB
ijassa-1513	217	13	it	it	PRON
ijassa-1513	217	14	well	well	ADV
ijassa-1513	217	15	-	-	PUNCT
ijassa-1513	217	16	suited	suit	VERB
ijassa-1513	217	17	for	for	ADP
ijassa-1513	217	18	tasks	task	NOUN
ijassa-1513	217	19	where	where	SCONJ
ijassa-1513	217	20	context	context	NOUN
ijassa-1513	217	21	from	from	ADP
ijassa-1513	217	22	distant	distant	ADJ
ijassa-1513	217	23	words	word	NOUN
ijassa-1513	217	24	is	be	AUX
ijassa-1513	217	25	essential	essential	ADJ
ijassa-1513	217	26	.	.	PUNCT
ijassa-1513	218	1	the	the	DET
ijassa-1513	218	2	lstm	lstm	PROPN
ijassa-1513	218	3	cell	cell	NOUN
ijassa-1513	218	4	consists	consist	VERB
ijassa-1513	218	5	of	of	ADP
ijassa-1513	218	6	three	three	NUM
ijassa-1513	218	7	primary	primary	ADJ
ijassa-1513	218	8	gates	gate	NOUN
ijassa-1513	218	9	:	:	PUNCT
ijassa-1513	218	10	the	the	DET
ijassa-1513	218	11	input	input	NOUN
ijassa-1513	218	12	gate	gate	NOUN
ijassa-1513	218	13	,	,	PUNCT
ijassa-1513	218	14	the	the	DET
ijassa-1513	218	15	forget	forget	NOUN
ijassa-1513	218	16	gate	gate	NOUN
ijassa-1513	218	17	,	,	PUNCT
ijassa-1513	218	18	and	and	CCONJ
ijassa-1513	218	19	the	the	DET
ijassa-1513	218	20	output	output	NOUN
ijassa-1513	218	21	gate	gate	NOUN
ijassa-1513	218	22	.	.	PUNCT
ijassa-1513	219	1	these	these	DET
ijassa-1513	219	2	gates	gate	NOUN
ijassa-1513	219	3	regulate	regulate	VERB
ijassa-1513	219	4	the	the	DET
ijassa-1513	219	5	flow	flow	NOUN
ijassa-1513	219	6	of	of	ADP
ijassa-1513	219	7	information	information	NOUN
ijassa-1513	219	8	through	through	ADP
ijassa-1513	219	9	the	the	DET
ijassa-1513	219	10	cell	cell	NOUN
ijassa-1513	219	11	,	,	PUNCT
ijassa-1513	219	12	allowing	allow	VERB
ijassa-1513	219	13	it	it	PRON
ijassa-1513	219	14	to	to	PART
ijassa-1513	219	15	capture	capture	VERB
ijassa-1513	219	16	longrange	longrange	PROPN
ijassa-1513	219	17	dependencies	dependency	NOUN
ijassa-1513	219	18	in	in	ADP
ijassa-1513	219	19	the	the	DET
ijassa-1513	219	20	text	text	NOUN
ijassa-1513	219	21	.	.	PUNCT
ijassa-1513	220	1	grus	grus	NOUN
ijassa-1513	220	2	,	,	PUNCT
ijassa-1513	220	3	like	like	ADP
ijassa-1513	220	4	rnns	rnn	NOUN
ijassa-1513	220	5	,	,	PUNCT
ijassa-1513	220	6	are	be	AUX
ijassa-1513	220	7	recurrent	recurrent	ADJ
ijassa-1513	220	8	networks	network	NOUN
ijassa-1513	220	9	,	,	PUNCT
ijassa-1513	220	10	but	but	CCONJ
ijassa-1513	220	11	they	they	PRON
ijassa-1513	220	12	incorporate	incorporate	VERB
ijassa-1513	220	13	gating	gate	VERB
ijassa-1513	220	14	mechanisms	mechanism	NOUN
ijassa-1513	220	15	that	that	PRON
ijassa-1513	220	16	enable	enable	VERB
ijassa-1513	220	17	better	well	ADJ
ijassa-1513	220	18	handling	handling	NOUN
ijassa-1513	220	19	of	of	ADP
ijassa-1513	220	20	long	long	ADJ
ijassa-1513	220	21	-	-	PUNCT
ijassa-1513	220	22	range	range	NOUN
ijassa-1513	220	23	dependencies	dependency	NOUN
ijassa-1513	220	24	and	and	CCONJ
ijassa-1513	220	25	mitigate	mitigate	VERB
ijassa-1513	220	26	the	the	DET
ijassa-1513	220	27	vanishing	vanish	VERB
ijassa-1513	220	28	gradient	gradient	NOUN
ijassa-1513	220	29	problem	problem	NOUN
ijassa-1513	220	30	.	.	PUNCT
ijassa-1513	221	1	this	this	PRON
ijassa-1513	221	2	makes	make	VERB
ijassa-1513	221	3	them	they	PRON
ijassa-1513	221	4	suitable	suitable	ADJ
ijassa-1513	221	5	for	for	ADP
ijassa-1513	221	6	text	text	NOUN
ijassa-1513	221	7	classification	classification	NOUN
ijassa-1513	221	8	tasks	task	NOUN
ijassa-1513	221	9	that	that	PRON
ijassa-1513	221	10	involve	involve	VERB
ijassa-1513	221	11	capturing	capture	VERB
ijassa-1513	221	12	contextual	contextual	ADJ
ijassa-1513	221	13	information	information	NOUN
ijassa-1513	221	14	.	.	PUNCT
ijassa-1513	222	1	transformer	transformer	NOUN
ijassa-1513	222	2	-	-	PUNCT
ijassa-1513	222	3	based	base	VERB
ijassa-1513	222	4	models	model	NOUN
ijassa-1513	222	5	[	[	X
ijassa-1513	222	6	151	151	NUM
ijassa-1513	222	7	]	]	PUNCT
ijassa-1513	222	8	,	,	PUNCT
ijassa-1513	222	9	exemplified	exemplify	VERB
ijassa-1513	222	10	by	by	ADP
ijassa-1513	222	11	the	the	DET
ijassa-1513	222	12	bert	bert	PROPN
ijassa-1513	222	13	(	(	PUNCT
ijassa-1513	222	14	bidirectional	bidirectional	ADJ
ijassa-1513	222	15	encoder	encoder	NOUN
ijassa-1513	222	16	representations	representation	VERB
ijassa-1513	222	17	from	from	ADP
ijassa-1513	222	18	transformers	transformer	NOUN
ijassa-1513	222	19	)	)	PUNCT
ijassa-1513	222	20	architecture	architecture	NOUN
ijassa-1513	222	21	,	,	PUNCT
ijassa-1513	222	22	have	have	AUX
ijassa-1513	222	23	revolutionized	revolutionize	VERB
ijassa-1513	222	24	text	text	NOUN
ijassa-1513	222	25	classification	classification	NOUN
ijassa-1513	222	26	.	.	PUNCT
ijassa-1513	223	1	bert	bert	PROPN
ijassa-1513	223	2	and	and	CCONJ
ijassa-1513	223	3	its	its	PRON
ijassa-1513	223	4	variants	variant	NOUN
ijassa-1513	223	5	leverage	leverage	NOUN
ijassa-1513	223	6	attention	attention	NOUN
ijassa-1513	223	7	mechanisms	mechanism	NOUN
ijassa-1513	223	8	to	to	PART
ijassa-1513	223	9	capture	capture	VERB
ijassa-1513	223	10	contextual	contextual	ADJ
ijassa-1513	223	11	information	information	NOUN
ijassa-1513	223	12	,	,	PUNCT
ijassa-1513	223	13	140	140	NUM
ijassa-1513	223	14	a.	a.	NOUN
ijassa-1513	223	15	kravets	kravet	NOUN
ijassa-1513	223	16	,	,	PUNCT
ijassa-1513	223	17	d.	d.	PROPN
ijassa-1513	223	18	semenochkin	semenochkin	PROPN
ijassa-1513	223	19	copyright	copyright	NOUN
ijassa-1513	223	20	©	©	PROPN
ijassa-1513	223	21	2024	2024	NUM
ijassa-1513	223	22	assa	assa	PROPN
ijassa-1513	223	23	adv	adv	PROPN
ijassa-1513	223	24	.	.	PUNCT
ijassa-1513	224	1	in	in	ADP
ijassa-1513	224	2	systems	system	NOUN
ijassa-1513	224	3	science	science	NOUN
ijassa-1513	224	4	and	and	CCONJ
ijassa-1513	224	5	appl	appl	NOUN
ijassa-1513	224	6	.	.	PUNCT
ijassa-1513	225	1	(	(	PUNCT
ijassa-1513	225	2	2024	2024	NUM
ijassa-1513	225	3	)	)	PUNCT
ijassa-1513	225	4	achieving	achieve	VERB
ijassa-1513	225	5	state	state	NOUN
ijassa-1513	225	6	-	-	PUNCT
ijassa-1513	225	7	of	of	ADP
ijassa-1513	225	8	-	-	PUNCT
ijassa-1513	225	9	the	the	DET
ijassa-1513	225	10	-	-	PUNCT
ijassa-1513	225	11	art	art	NOUN
ijassa-1513	225	12	results	result	NOUN
ijassa-1513	225	13	in	in	ADP
ijassa-1513	225	14	various	various	ADJ
ijassa-1513	225	15	nlp	nlp	NOUN
ijassa-1513	225	16	tasks	task	NOUN
ijassa-1513	225	17	,	,	PUNCT
ijassa-1513	225	18	including	include	VERB
ijassa-1513	225	19	document	document	NOUN
ijassa-1513	225	20	classification	classification	NOUN
ijassa-1513	225	21	and	and	CCONJ
ijassa-1513	225	22	question	question	NOUN
ijassa-1513	225	23	answering	answering	NOUN
ijassa-1513	225	24	.	.	PUNCT
ijassa-1513	226	1	3	3	X
ijassa-1513	226	2	.	.	X
ijassa-1513	226	3	systematic	systematic	ADJ
ijassa-1513	226	4	literature	literature	PROPN
ijassa-1513	226	5	review	review	VERB
ijassa-1513	226	6	the	the	DET
ijassa-1513	226	7	primary	primary	ADJ
ijassa-1513	226	8	objective	objective	NOUN
ijassa-1513	226	9	of	of	ADP
ijassa-1513	226	10	this	this	DET
ijassa-1513	226	11	literature	literature	NOUN
ijassa-1513	226	12	review	review	NOUN
ijassa-1513	226	13	is	be	AUX
ijassa-1513	226	14	to	to	PART
ijassa-1513	226	15	systematically	systematically	ADV
ijassa-1513	226	16	collect	collect	VERB
ijassa-1513	226	17	,	,	PUNCT
ijassa-1513	226	18	analyze	analyze	VERB
ijassa-1513	226	19	,	,	PUNCT
ijassa-1513	226	20	and	and	CCONJ
ijassa-1513	226	21	synthesize	synthesize	VERB
ijassa-1513	226	22	scholarly	scholarly	ADJ
ijassa-1513	226	23	articles	article	NOUN
ijassa-1513	226	24	within	within	ADP
ijassa-1513	226	25	the	the	DET
ijassa-1513	226	26	realm	realm	NOUN
ijassa-1513	226	27	of	of	ADP
ijassa-1513	226	28	text	text	NOUN
ijassa-1513	226	29	classification	classification	NOUN
ijassa-1513	226	30	,	,	PUNCT
ijassa-1513	226	31	specifically	specifically	ADV
ijassa-1513	226	32	focusing	focus	VERB
ijassa-1513	226	33	on	on	ADP
ijassa-1513	226	34	the	the	DET
ijassa-1513	226	35	diverse	diverse	ADJ
ijassa-1513	226	36	technologies	technology	NOUN
ijassa-1513	226	37	employed	employ	VERB
ijassa-1513	226	38	in	in	ADP
ijassa-1513	226	39	this	this	DET
ijassa-1513	226	40	domain	domain	NOUN
ijassa-1513	226	41	.	.	PUNCT
ijassa-1513	227	1	this	this	DET
ijassa-1513	227	2	comprehensive	comprehensive	ADJ
ijassa-1513	227	3	exploration	exploration	NOUN
ijassa-1513	227	4	aims	aim	VERB
ijassa-1513	227	5	to	to	PART
ijassa-1513	227	6	provide	provide	VERB
ijassa-1513	227	7	readers	reader	NOUN
ijassa-1513	227	8	with	with	ADP
ijassa-1513	227	9	a	a	DET
ijassa-1513	227	10	comprehensive	comprehensive	ADJ
ijassa-1513	227	11	understanding	understanding	NOUN
ijassa-1513	227	12	of	of	ADP
ijassa-1513	227	13	the	the	DET
ijassa-1513	227	14	evolving	evolve	VERB
ijassa-1513	227	15	landscape	landscape	NOUN
ijassa-1513	227	16	of	of	ADP
ijassa-1513	227	17	text	text	NOUN
ijassa-1513	227	18	classification	classification	NOUN
ijassa-1513	227	19	systems	system	NOUN
ijassa-1513	227	20	and	and	CCONJ
ijassa-1513	227	21	the	the	DET
ijassa-1513	227	22	pivotal	pivotal	ADJ
ijassa-1513	227	23	role	role	NOUN
ijassa-1513	227	24	of	of	ADP
ijassa-1513	227	25	technological	technological	ADJ
ijassa-1513	227	26	components	component	NOUN
ijassa-1513	227	27	therein	therein	ADV
ijassa-1513	227	28	.	.	PUNCT
ijassa-1513	228	1	this	this	DET
ijassa-1513	228	2	review	review	NOUN
ijassa-1513	228	3	adheres	adhere	VERB
ijassa-1513	228	4	to	to	ADP
ijassa-1513	228	5	the	the	DET
ijassa-1513	228	6	well	well	ADV
ijassa-1513	228	7	-	-	PUNCT
ijassa-1513	228	8	established	establish	VERB
ijassa-1513	228	9	procedures	procedure	NOUN
ijassa-1513	228	10	outlined	outline	VERB
ijassa-1513	228	11	in	in	ADP
ijassa-1513	228	12	kitchenham	kitchenham	PROPN
ijassa-1513	228	13	's	's	PART
ijassa-1513	228	14	systematic	systematic	ADJ
ijassa-1513	228	15	literature	literature	NOUN
ijassa-1513	228	16	review	review	NOUN
ijassa-1513	228	17	protocol	protocol	NOUN
ijassa-1513	228	18	[	[	X
ijassa-1513	228	19	74	74	NUM
ijassa-1513	228	20	]	]	PUNCT
ijassa-1513	228	21	.	.	PUNCT
ijassa-1513	229	1	3.1	3.1	NUM
ijassa-1513	229	2	research	research	NOUN
ijassa-1513	229	3	questions	question	NOUN
ijassa-1513	229	4	in	in	ADP
ijassa-1513	229	5	pursuit	pursuit	NOUN
ijassa-1513	229	6	of	of	ADP
ijassa-1513	229	7	a	a	DET
ijassa-1513	229	8	comprehensive	comprehensive	ADJ
ijassa-1513	229	9	analysis	analysis	NOUN
ijassa-1513	229	10	,	,	PUNCT
ijassa-1513	229	11	we	we	PRON
ijassa-1513	229	12	have	have	AUX
ijassa-1513	229	13	formulated	formulate	VERB
ijassa-1513	229	14	two	two	NUM
ijassa-1513	229	15	key	key	ADJ
ijassa-1513	229	16	research	research	NOUN
ijassa-1513	229	17	questions	question	NOUN
ijassa-1513	229	18	to	to	PART
ijassa-1513	229	19	guide	guide	VERB
ijassa-1513	229	20	this	this	DET
ijassa-1513	229	21	literature	literature	NOUN
ijassa-1513	229	22	review	review	PROPN
ijassa-1513	229	23	:	:	PUNCT
ijassa-1513	229	24	r1	r1	PROPN
ijassa-1513	229	25	.	.	PUNCT
ijassa-1513	230	1	what	what	PRON
ijassa-1513	230	2	components	component	NOUN
ijassa-1513	230	3	have	have	AUX
ijassa-1513	230	4	been	be	AUX
ijassa-1513	230	5	used	use	VERB
ijassa-1513	230	6	in	in	ADP
ijassa-1513	230	7	classification	classification	NOUN
ijassa-1513	230	8	systems	system	NOUN
ijassa-1513	230	9	?	?	PUNCT
ijassa-1513	231	1	this	this	DET
ijassa-1513	231	2	primary	primary	ADJ
ijassa-1513	231	3	research	research	NOUN
ijassa-1513	231	4	question	question	NOUN
ijassa-1513	231	5	directs	direct	VERB
ijassa-1513	231	6	our	our	PRON
ijassa-1513	231	7	attention	attention	NOUN
ijassa-1513	231	8	toward	toward	ADP
ijassa-1513	231	9	the	the	DET
ijassa-1513	231	10	diverse	diverse	ADJ
ijassa-1513	231	11	components	component	NOUN
ijassa-1513	231	12	and	and	CCONJ
ijassa-1513	231	13	technologies	technology	NOUN
ijassa-1513	231	14	embedded	embed	VERB
ijassa-1513	231	15	within	within	ADP
ijassa-1513	231	16	text	text	NOUN
ijassa-1513	231	17	classification	classification	NOUN
ijassa-1513	231	18	systems	system	NOUN
ijassa-1513	231	19	.	.	PUNCT
ijassa-1513	232	1	we	we	PRON
ijassa-1513	232	2	aim	aim	VERB
ijassa-1513	232	3	to	to	PART
ijassa-1513	232	4	categorize	categorize	VERB
ijassa-1513	232	5	and	and	CCONJ
ijassa-1513	232	6	explain	explain	VERB
ijassa-1513	232	7	the	the	DET
ijassa-1513	232	8	different	different	ADJ
ijassa-1513	232	9	components	component	NOUN
ijassa-1513	232	10	of	of	ADP
ijassa-1513	232	11	these	these	DET
ijassa-1513	232	12	systems	system	NOUN
ijassa-1513	232	13	,	,	PUNCT
ijassa-1513	232	14	including	include	VERB
ijassa-1513	232	15	preprocessing	preprocesse	VERB
ijassa-1513	232	16	techniques	technique	NOUN
ijassa-1513	232	17	,	,	PUNCT
ijassa-1513	232	18	feature	feature	NOUN
ijassa-1513	232	19	selection	selection	NOUN
ijassa-1513	232	20	methods	method	NOUN
ijassa-1513	232	21	,	,	PUNCT
ijassa-1513	232	22	and	and	CCONJ
ijassa-1513	232	23	the	the	DET
ijassa-1513	232	24	classification	classification	NOUN
ijassa-1513	232	25	algorithms	algorithm	NOUN
ijassa-1513	232	26	.	.	PUNCT
ijassa-1513	233	1	r2	r2	NOUN
ijassa-1513	233	2	.	.	PUNCT
ijassa-1513	234	1	what	what	PRON
ijassa-1513	234	2	data	datum	NOUN
ijassa-1513	234	3	(	(	PUNCT
ijassa-1513	234	4	dataset	dataset	PROPN
ijassa-1513	234	5	)	)	PUNCT
ijassa-1513	234	6	was	be	AUX
ijassa-1513	234	7	used	use	VERB
ijassa-1513	234	8	to	to	PART
ijassa-1513	234	9	classify	classify	VERB
ijassa-1513	234	10	the	the	DET
ijassa-1513	234	11	text	text	NOUN
ijassa-1513	234	12	in	in	ADP
ijassa-1513	234	13	the	the	DET
ijassa-1513	234	14	works	work	NOUN
ijassa-1513	234	15	under	under	ADP
ijassa-1513	234	16	study	study	NOUN
ijassa-1513	234	17	?	?	PUNCT
ijassa-1513	235	1	our	our	PRON
ijassa-1513	235	2	secondary	secondary	ADJ
ijassa-1513	235	3	research	research	NOUN
ijassa-1513	235	4	question	question	NOUN
ijassa-1513	235	5	examines	examine	VERB
ijassa-1513	235	6	the	the	DET
ijassa-1513	235	7	basic	basic	ADJ
ijassa-1513	235	8	datasets	dataset	NOUN
ijassa-1513	235	9	employed	employ	VERB
ijassa-1513	235	10	in	in	ADP
ijassa-1513	235	11	the	the	DET
ijassa-1513	235	12	analyzed	analyze	VERB
ijassa-1513	235	13	works	work	NOUN
ijassa-1513	235	14	.	.	PUNCT
ijassa-1513	236	1	we	we	PRON
ijassa-1513	236	2	endeavor	endeavor	VERB
ijassa-1513	236	3	to	to	PART
ijassa-1513	236	4	identify	identify	VERB
ijassa-1513	236	5	and	and	CCONJ
ijassa-1513	236	6	describe	describe	VERB
ijassa-1513	236	7	the	the	DET
ijassa-1513	236	8	datasets	dataset	NOUN
ijassa-1513	236	9	used	use	VERB
ijassa-1513	236	10	for	for	ADP
ijassa-1513	236	11	these	these	DET
ijassa-1513	236	12	classification	classification	NOUN
ijassa-1513	236	13	systems	system	NOUN
ijassa-1513	236	14	'	'	PART
ijassa-1513	236	15	training	training	NOUN
ijassa-1513	236	16	and	and	CCONJ
ijassa-1513	236	17	evaluation	evaluation	NOUN
ijassa-1513	236	18	.	.	PUNCT
ijassa-1513	237	1	3.2	3.2	NUM
ijassa-1513	237	2	constructing	construct	VERB
ijassa-1513	237	3	a	a	DET
ijassa-1513	237	4	literature	literature	NOUN
ijassa-1513	237	5	review	review	NOUN
ijassa-1513	237	6	the	the	DET
ijassa-1513	237	7	first	first	ADJ
ijassa-1513	237	8	critical	critical	ADJ
ijassa-1513	237	9	step	step	NOUN
ijassa-1513	237	10	in	in	ADP
ijassa-1513	237	11	constructing	construct	VERB
ijassa-1513	237	12	this	this	DET
ijassa-1513	237	13	literature	literature	NOUN
ijassa-1513	237	14	review	review	NOUN
ijassa-1513	237	15	was	be	AUX
ijassa-1513	237	16	the	the	DET
ijassa-1513	237	17	selection	selection	NOUN
ijassa-1513	237	18	of	of	ADP
ijassa-1513	237	19	electronic	electronic	ADJ
ijassa-1513	237	20	databases	database	NOUN
ijassa-1513	237	21	housing	housing	NOUN
ijassa-1513	237	22	scholarly	scholarly	ADJ
ijassa-1513	237	23	articles	article	NOUN
ijassa-1513	237	24	.	.	PUNCT
ijassa-1513	238	1	to	to	PART
ijassa-1513	238	2	ensure	ensure	VERB
ijassa-1513	238	3	comprehensive	comprehensive	ADJ
ijassa-1513	238	4	coverage	coverage	NOUN
ijassa-1513	238	5	of	of	ADP
ijassa-1513	238	6	relevant	relevant	ADJ
ijassa-1513	238	7	research	research	NOUN
ijassa-1513	238	8	,	,	PUNCT
ijassa-1513	238	9	five	five	NUM
ijassa-1513	238	10	prominent	prominent	ADJ
ijassa-1513	238	11	databases	database	NOUN
ijassa-1513	238	12	were	be	AUX
ijassa-1513	238	13	chosen	choose	VERB
ijassa-1513	238	14	as	as	ADP
ijassa-1513	238	15	primary	primary	ADJ
ijassa-1513	238	16	sources	source	NOUN
ijassa-1513	238	17	:	:	PUNCT
ijassa-1513	238	18	ieee	ieee	PROPN
ijassa-1513	238	19	xplore	xplore	PROPN
ijassa-1513	238	20	,	,	PUNCT
ijassa-1513	238	21	acm	acm	PROPN
ijassa-1513	238	22	digital	digital	PROPN
ijassa-1513	238	23	library	library	NOUN
ijassa-1513	238	24	,	,	PUNCT
ijassa-1513	238	25	springer	springer	NOUN
ijassa-1513	238	26	,	,	PUNCT
ijassa-1513	238	27	sciencedirect	sciencedirect	PROPN
ijassa-1513	238	28	,	,	PUNCT
ijassa-1513	238	29	and	and	CCONJ
ijassa-1513	238	30	google	google	PROPN
ijassa-1513	238	31	scholar	scholar	NOUN
ijassa-1513	238	32	.	.	PUNCT
ijassa-1513	239	1	these	these	DET
ijassa-1513	239	2	databases	database	NOUN
ijassa-1513	239	3	were	be	AUX
ijassa-1513	239	4	selected	select	VERB
ijassa-1513	239	5	due	due	ADP
ijassa-1513	239	6	to	to	ADP
ijassa-1513	239	7	their	their	PRON
ijassa-1513	239	8	extensive	extensive	ADJ
ijassa-1513	239	9	repositories	repository	NOUN
ijassa-1513	239	10	of	of	ADP
ijassa-1513	239	11	academic	academic	ADJ
ijassa-1513	239	12	publications	publication	NOUN
ijassa-1513	239	13	across	across	ADP
ijassa-1513	239	14	various	various	ADJ
ijassa-1513	239	15	domains	domain	NOUN
ijassa-1513	239	16	,	,	PUNCT
ijassa-1513	239	17	including	include	VERB
ijassa-1513	239	18	artificial	artificial	ADJ
ijassa-1513	239	19	intelligence	intelligence	NOUN
ijassa-1513	239	20	and	and	CCONJ
ijassa-1513	239	21	nlp	nlp	NOUN
ijassa-1513	239	22	.	.	PUNCT
ijassa-1513	240	1	given	give	VERB
ijassa-1513	240	2	the	the	DET
ijassa-1513	240	3	focus	focus	NOUN
ijassa-1513	240	4	of	of	ADP
ijassa-1513	240	5	this	this	DET
ijassa-1513	240	6	review	review	NOUN
ijassa-1513	240	7	on	on	ADP
ijassa-1513	240	8	text	text	NOUN
ijassa-1513	240	9	classification	classification	NOUN
ijassa-1513	240	10	and	and	CCONJ
ijassa-1513	240	11	the	the	DET
ijassa-1513	240	12	associated	associated	ADJ
ijassa-1513	240	13	technologies	technology	NOUN
ijassa-1513	240	14	,	,	PUNCT
ijassa-1513	240	15	a	a	DET
ijassa-1513	240	16	comprehensive	comprehensive	ADJ
ijassa-1513	240	17	list	list	NOUN
ijassa-1513	240	18	of	of	ADP
ijassa-1513	240	19	relevant	relevant	ADJ
ijassa-1513	240	20	keywords	keyword	NOUN
ijassa-1513	240	21	was	be	AUX
ijassa-1513	240	22	compiled	compile	VERB
ijassa-1513	240	23	.	.	PUNCT
ijassa-1513	241	1	these	these	DET
ijassa-1513	241	2	keywords	keyword	NOUN
ijassa-1513	241	3	include	include	VERB
ijassa-1513	241	4	terms	term	NOUN
ijassa-1513	241	5	such	such	ADJ
ijassa-1513	241	6	as	as	ADP
ijassa-1513	241	7	“	"	PUNCT
ijassa-1513	241	8	text	text	NOUN
ijassa-1513	241	9	classification	classification	NOUN
ijassa-1513	241	10	techniques	technique	NOUN
ijassa-1513	241	11	”	"	PUNCT
ijassa-1513	241	12	,	,	PUNCT
ijassa-1513	241	13	“	"	PUNCT
ijassa-1513	241	14	document	document	NOUN
ijassa-1513	241	15	classification	classification	NOUN
ijassa-1513	241	16	techniques	technique	NOUN
ijassa-1513	241	17	”	"	PUNCT
ijassa-1513	241	18	,	,	PUNCT
ijassa-1513	241	19	“	"	PUNCT
ijassa-1513	241	20	text	text	NOUN
ijassa-1513	241	21	categorization	categorization	NOUN
ijassa-1513	241	22	”	"	PUNCT
ijassa-1513	241	23	,	,	PUNCT
ijassa-1513	241	24	“	"	PUNCT
ijassa-1513	241	25	document	document	NOUN
ijassa-1513	241	26	categorization	categorization	NOUN
ijassa-1513	241	27	”	"	PUNCT
ijassa-1513	241	28	,	,	PUNCT
ijassa-1513	241	29	“	"	PUNCT
ijassa-1513	241	30	text	text	NOUN
ijassa-1513	241	31	classification	classification	NOUN
ijassa-1513	241	32	”	"	PUNCT
ijassa-1513	241	33	,	,	PUNCT
ijassa-1513	241	34	and	and	CCONJ
ijassa-1513	241	35	“	"	PUNCT
ijassa-1513	241	36	text	text	NOUN
ijassa-1513	241	37	classification	classification	NOUN
ijassa-1513	241	38	applications	application	NOUN
ijassa-1513	241	39	”	"	PUNCT
ijassa-1513	241	40	.	.	PUNCT
ijassa-1513	242	1	leveraging	leverage	VERB
ijassa-1513	242	2	the	the	DET
ijassa-1513	242	3	compiled	compile	VERB
ijassa-1513	242	4	keywords	keyword	NOUN
ijassa-1513	242	5	,	,	PUNCT
ijassa-1513	242	6	a	a	DET
ijassa-1513	242	7	structured	structured	ADJ
ijassa-1513	242	8	query	query	NOUN
ijassa-1513	242	9	was	be	AUX
ijassa-1513	242	10	formulated	formulate	VERB
ijassa-1513	242	11	for	for	ADP
ijassa-1513	242	12	each	each	PRON
ijassa-1513	242	13	of	of	ADP
ijassa-1513	242	14	the	the	DET
ijassa-1513	242	15	selected	select	VERB
ijassa-1513	242	16	electronic	electronic	ADJ
ijassa-1513	242	17	databases	database	NOUN
ijassa-1513	242	18	.	.	PUNCT
ijassa-1513	243	1	an	an	DET
ijassa-1513	243	2	example	example	NOUN
ijassa-1513	243	3	query	query	NOUN
ijassa-1513	243	4	used	use	VERB
ijassa-1513	243	5	is	be	AUX
ijassa-1513	243	6	:	:	PUNCT
ijassa-1513	243	7	“	"	PUNCT
ijassa-1513	243	8	(	(	PUNCT
ijassa-1513	243	9	(	(	PUNCT
ijassa-1513	243	10	(	(	PUNCT
ijassa-1513	243	11	text	text	NOUN
ijassa-1513	243	12	or	or	CCONJ
ijassa-1513	243	13	texts	text	NOUN
ijassa-1513	243	14	or	or	CCONJ
ijassa-1513	243	15	document	document	NOUN
ijassa-1513	243	16	or	or	CCONJ
ijassa-1513	243	17	documents	document	NOUN
ijassa-1513	243	18	)	)	PUNCT
ijassa-1513	243	19	and	and	CCONJ
ijassa-1513	243	20	(	(	PUNCT
ijassa-1513	243	21	categorization	categorization	NOUN
ijassa-1513	243	22	or	or	CCONJ
ijassa-1513	243	23	classification	classification	NOUN
ijassa-1513	243	24	or	or	CCONJ
ijassa-1513	243	25	categorize	categorize	VERB
ijassa-1513	243	26	or	or	CCONJ
ijassa-1513	243	27	classify	classify	VERB
ijassa-1513	243	28	or	or	CCONJ
ijassa-1513	243	29	categorizing	categorize	VERB
ijassa-1513	243	30	or	or	CCONJ
ijassa-1513	243	31	classifying	classify	VERB
ijassa-1513	243	32	or	or	CCONJ
ijassa-1513	243	33	classifier	classifier	NOUN
ijassa-1513	243	34	)	)	PUNCT
ijassa-1513	243	35	)	)	PUNCT
ijassa-1513	243	36	and	and	CCONJ
ijassa-1513	243	37	(	(	PUNCT
ijassa-1513	243	38	techniques	technique	NOUN
ijassa-1513	243	39	or	or	CCONJ
ijassa-1513	243	40	applications	application	NOUN
ijassa-1513	243	41	)	)	PUNCT
ijassa-1513	243	42	)	)	PUNCT
ijassa-1513	243	43	”	"	PUNCT
ijassa-1513	243	44	.	.	PUNCT
ijassa-1513	244	1	the	the	DET
ijassa-1513	244	2	period	period	NOUN
ijassa-1513	244	3	for	for	ADP
ijassa-1513	244	4	the	the	DET
ijassa-1513	244	5	selection	selection	NOUN
ijassa-1513	244	6	of	of	ADP
ijassa-1513	244	7	articles	article	NOUN
ijassa-1513	244	8	spanning	span	VERB
ijassa-1513	244	9	from	from	ADP
ijassa-1513	244	10	2013	2013	NUM
ijassa-1513	244	11	to	to	ADP
ijassa-1513	244	12	2022	2022	NUM
ijassa-1513	244	13	was	be	AUX
ijassa-1513	244	14	strategically	strategically	ADV
ijassa-1513	244	15	chosen	choose	VERB
ijassa-1513	244	16	to	to	PART
ijassa-1513	244	17	encapsulate	encapsulate	VERB
ijassa-1513	244	18	a	a	DET
ijassa-1513	244	19	decade	decade	NOUN
ijassa-1513	244	20	of	of	ADP
ijassa-1513	244	21	scholarly	scholarly	ADJ
ijassa-1513	244	22	research	research	NOUN
ijassa-1513	244	23	.	.	PUNCT
ijassa-1513	245	1	this	this	DET
ijassa-1513	245	2	timeframe	timeframe	NOUN
ijassa-1513	245	3	not	not	PART
ijassa-1513	245	4	only	only	ADV
ijassa-1513	245	5	reflects	reflect	VERB
ijassa-1513	245	6	a	a	DET
ijassa-1513	245	7	substantial	substantial	ADJ
ijassa-1513	245	8	period	period	NOUN
ijassa-1513	245	9	of	of	ADP
ijassa-1513	245	10	academic	academic	ADJ
ijassa-1513	245	11	investigation	investigation	NOUN
ijassa-1513	245	12	but	but	CCONJ
ijassa-1513	245	13	also	also	ADV
ijassa-1513	245	14	coincides	coincide	VERB
ijassa-1513	245	15	with	with	ADP
ijassa-1513	245	16	the	the	DET
ijassa-1513	245	17	exponential	exponential	ADJ
ijassa-1513	245	18	growth	growth	NOUN
ijassa-1513	245	19	of	of	ADP
ijassa-1513	245	20	research	research	NOUN
ijassa-1513	245	21	related	relate	VERB
ijassa-1513	245	22	to	to	ADP
ijassa-1513	245	23	artificial	artificial	ADJ
ijassa-1513	245	24	intelligence	intelligence	NOUN
ijassa-1513	245	25	,	,	PUNCT
ijassa-1513	245	26	a	a	DET
ijassa-1513	245	27	prevailing	prevail	VERB
ijassa-1513	245	28	trend	trend	NOUN
ijassa-1513	245	29	in	in	ADP
ijassa-1513	245	30	contemporary	contemporary	ADJ
ijassa-1513	245	31	academia	academia	NOUN
ijassa-1513	245	32	.	.	PUNCT
ijassa-1513	246	1	3.3	3.3	NUM
ijassa-1513	246	2	literature	literature	NOUN
ijassa-1513	246	3	selection	selection	NOUN
ijassa-1513	246	4	process	process	NOUN
ijassa-1513	246	5	the	the	DET
ijassa-1513	246	6	literature	literature	NOUN
ijassa-1513	246	7	selection	selection	NOUN
ijassa-1513	246	8	process	process	NOUN
ijassa-1513	246	9	went	go	VERB
ijassa-1513	246	10	through	through	ADP
ijassa-1513	246	11	several	several	ADJ
ijassa-1513	246	12	stages	stage	NOUN
ijassa-1513	246	13	to	to	PART
ijassa-1513	246	14	guarantee	guarantee	VERB
ijassa-1513	246	15	the	the	DET
ijassa-1513	246	16	inclusion	inclusion	NOUN
ijassa-1513	246	17	of	of	ADP
ijassa-1513	246	18	both	both	CCONJ
ijassa-1513	246	19	relevant	relevant	ADJ
ijassa-1513	246	20	and	and	CCONJ
ijassa-1513	246	21	informative	informative	ADJ
ijassa-1513	246	22	sources	source	NOUN
ijassa-1513	246	23	.	.	PUNCT
ijassa-1513	247	1	at	at	ADP
ijassa-1513	247	2	the	the	DET
ijassa-1513	247	3	outset	outset	NOUN
ijassa-1513	247	4	,	,	PUNCT
ijassa-1513	247	5	a	a	DET
ijassa-1513	247	6	search	search	NOUN
ijassa-1513	247	7	of	of	ADP
ijassa-1513	247	8	designated	designate	VERB
ijassa-1513	247	9	electronic	electronic	ADJ
ijassa-1513	247	10	databases	database	NOUN
ijassa-1513	247	11	generated	generate	VERB
ijassa-1513	247	12	a	a	DET
ijassa-1513	247	13	substantial	substantial	ADJ
ijassa-1513	247	14	number	number	NOUN
ijassa-1513	247	15	of	of	ADP
ijassa-1513	247	16	results	result	NOUN
ijassa-1513	247	17	–	–	PUNCT
ijassa-1513	247	18	9435	9435	NUM
ijassa-1513	247	19	.	.	PUNCT
ijassa-1513	248	1	following	follow	VERB
ijassa-1513	248	2	this	this	PRON
ijassa-1513	248	3	,	,	PUNCT
ijassa-1513	248	4	a	a	DET
ijassa-1513	248	5	methodical	methodical	ADJ
ijassa-1513	248	6	selection	selection	NOUN
ijassa-1513	248	7	process	process	NOUN
ijassa-1513	248	8	was	be	AUX
ijassa-1513	248	9	performed	perform	VERB
ijassa-1513	248	10	to	to	PART
ijassa-1513	248	11	enhance	enhance	VERB
ijassa-1513	248	12	the	the	DET
ijassa-1513	248	13	quality	quality	NOUN
ijassa-1513	248	14	of	of	ADP
ijassa-1513	248	15	this	this	DET
ijassa-1513	248	16	population	population	NOUN
ijassa-1513	248	17	.	.	PUNCT
ijassa-1513	249	1	the	the	DET
ijassa-1513	249	2	process	process	NOUN
ijassa-1513	249	3	involved	involve	VERB
ijassa-1513	249	4	text	text	NOUN
ijassa-1513	249	5	classification	classification	NOUN
ijassa-1513	249	6	technologies	technology	NOUN
ijassa-1513	249	7	in	in	ADP
ijassa-1513	249	8	document	document	NOUN
ijassa-1513	249	9	categorization	categorization	NOUN
ijassa-1513	249	10	systems	system	NOUN
ijassa-1513	249	11	.	.	PUNCT
ijassa-1513	250	1	a	a	DET
ijassa-1513	250	2	survey	survey	NOUN
ijassa-1513	250	3	141	141	NUM
ijassa-1513	250	4	copyright	copyright	NOUN
ijassa-1513	250	5	©	©	PROPN
ijassa-1513	250	6	2024	2024	NUM
ijassa-1513	250	7	assa	assa	NOUN
ijassa-1513	250	8	.	.	PUNCT
ijassa-1513	251	1	adv	adv	PROPN
ijassa-1513	251	2	.	.	PUNCT
ijassa-1513	252	1	in	in	ADP
ijassa-1513	252	2	systems	system	NOUN
ijassa-1513	252	3	science	science	NOUN
ijassa-1513	252	4	and	and	CCONJ
ijassa-1513	252	5	appl	appl	NOUN
ijassa-1513	252	6	.	.	PUNCT
ijassa-1513	253	1	(	(	PUNCT
ijassa-1513	253	2	2024	2024	NUM
ijassa-1513	253	3	)	)	PUNCT
ijassa-1513	253	4	assessing	assess	VERB
ijassa-1513	253	5	titles	title	NOUN
ijassa-1513	253	6	and	and	CCONJ
ijassa-1513	253	7	keywords	keyword	NOUN
ijassa-1513	253	8	for	for	ADP
ijassa-1513	253	9	relevance	relevance	NOUN
ijassa-1513	253	10	to	to	ADP
ijassa-1513	253	11	the	the	DET
ijassa-1513	253	12	review	review	NOUN
ijassa-1513	253	13	's	's	PART
ijassa-1513	253	14	objectives	objective	NOUN
ijassa-1513	253	15	while	while	SCONJ
ijassa-1513	253	16	also	also	ADV
ijassa-1513	253	17	removing	remove	VERB
ijassa-1513	253	18	duplicates	duplicate	NOUN
ijassa-1513	253	19	.	.	PUNCT
ijassa-1513	254	1	ultimately	ultimately	ADV
ijassa-1513	254	2	,	,	PUNCT
ijassa-1513	254	3	243	243	NUM
ijassa-1513	254	4	sources	source	NOUN
ijassa-1513	254	5	were	be	AUX
ijassa-1513	254	6	identified	identify	VERB
ijassa-1513	254	7	as	as	ADP
ijassa-1513	254	8	potentially	potentially	ADV
ijassa-1513	254	9	relevant	relevant	ADJ
ijassa-1513	254	10	.	.	PUNCT
ijassa-1513	255	1	to	to	PART
ijassa-1513	255	2	further	far	ADV
ijassa-1513	255	3	narrow	narrow	VERB
ijassa-1513	255	4	down	down	ADP
ijassa-1513	255	5	the	the	DET
ijassa-1513	255	6	selection	selection	NOUN
ijassa-1513	255	7	,	,	PUNCT
ijassa-1513	255	8	we	we	PRON
ijassa-1513	255	9	manually	manually	ADV
ijassa-1513	255	10	analyzed	analyze	VERB
ijassa-1513	255	11	the	the	DET
ijassa-1513	255	12	abstracts	abstract	NOUN
ijassa-1513	255	13	and	and	CCONJ
ijassa-1513	255	14	introductions	introduction	NOUN
ijassa-1513	255	15	of	of	ADP
ijassa-1513	255	16	243	243	NUM
ijassa-1513	255	17	sources	source	NOUN
ijassa-1513	255	18	based	base	VERB
ijassa-1513	255	19	on	on	ADP
ijassa-1513	255	20	a	a	DET
ijassa-1513	255	21	defined	define	VERB
ijassa-1513	255	22	criterion	criterion	NOUN
ijassa-1513	255	23	.	.	PUNCT
ijassa-1513	256	1	the	the	DET
ijassa-1513	256	2	presence	presence	NOUN
ijassa-1513	256	3	of	of	ADP
ijassa-1513	256	4	a	a	DET
ijassa-1513	256	5	classifier	classifier	NOUN
ijassa-1513	256	6	and	and	CCONJ
ijassa-1513	256	7	a	a	DET
ijassa-1513	256	8	real	real	ADJ
ijassa-1513	256	9	-	-	PUNCT
ijassa-1513	256	10	world	world	NOUN
ijassa-1513	256	11	experiment	experiment	NOUN
ijassa-1513	256	12	in	in	ADP
ijassa-1513	256	13	the	the	DET
ijassa-1513	256	14	articles	article	NOUN
ijassa-1513	256	15	was	be	AUX
ijassa-1513	256	16	the	the	DET
ijassa-1513	256	17	key	key	ADJ
ijassa-1513	256	18	inclusion	inclusion	NOUN
ijassa-1513	256	19	criterion	criterion	NOUN
ijassa-1513	256	20	to	to	PART
ijassa-1513	256	21	ensure	ensure	VERB
ijassa-1513	256	22	that	that	SCONJ
ijassa-1513	256	23	the	the	DET
ijassa-1513	256	24	selected	select	VERB
ijassa-1513	256	25	sources	source	NOUN
ijassa-1513	256	26	made	make	VERB
ijassa-1513	256	27	a	a	DET
ijassa-1513	256	28	significant	significant	ADJ
ijassa-1513	256	29	empirical	empirical	ADJ
ijassa-1513	256	30	contribution	contribution	NOUN
ijassa-1513	256	31	to	to	ADP
ijassa-1513	256	32	the	the	DET
ijassa-1513	256	33	objectives	objective	NOUN
ijassa-1513	256	34	of	of	ADP
ijassa-1513	256	35	the	the	DET
ijassa-1513	256	36	review	review	NOUN
ijassa-1513	256	37	,	,	PUNCT
ijassa-1513	256	38	rather	rather	ADV
ijassa-1513	256	39	than	than	ADP
ijassa-1513	256	40	just	just	ADV
ijassa-1513	256	41	being	be	AUX
ijassa-1513	256	42	review	review	NOUN
ijassa-1513	256	43	articles	article	NOUN
ijassa-1513	256	44	.	.	PUNCT
ijassa-1513	257	1	110	110	NUM
ijassa-1513	257	2	research	research	NOUN
ijassa-1513	257	3	articles	article	NOUN
ijassa-1513	257	4	were	be	AUX
ijassa-1513	257	5	selected	select	VERB
ijassa-1513	257	6	for	for	ADP
ijassa-1513	257	7	in	in	ADP
ijassa-1513	257	8	-	-	PUNCT
ijassa-1513	257	9	depth	depth	NOUN
ijassa-1513	257	10	analysis	analysis	NOUN
ijassa-1513	257	11	during	during	ADP
ijassa-1513	257	12	this	this	DET
ijassa-1513	257	13	literature	literature	NOUN
ijassa-1513	257	14	review	review	PROPN
ijassa-1513	257	15	.	.	PUNCT
ijassa-1513	258	1	table	table	NOUN
ijassa-1513	258	2	3.1	3.1	NUM
ijassa-1513	258	3	displays	display	NOUN
ijassa-1513	258	4	the	the	DET
ijassa-1513	258	5	respective	respective	ADJ
ijassa-1513	258	6	number	number	NOUN
ijassa-1513	258	7	of	of	ADP
ijassa-1513	258	8	articles	article	NOUN
ijassa-1513	258	9	for	for	ADP
ijassa-1513	258	10	each	each	DET
ijassa-1513	258	11	scholarly	scholarly	ADJ
ijassa-1513	258	12	database	database	NOUN
ijassa-1513	258	13	.	.	PUNCT
ijassa-1513	259	1	table	table	NOUN
ijassa-1513	259	2	3.1	3.1	NUM
ijassa-1513	259	3	.	.	PUNCT
ijassa-1513	260	1	destitution	destitution	NOUN
ijassa-1513	260	2	articles	article	NOUN
ijassa-1513	260	3	for	for	ADP
ijassa-1513	260	4	each	each	DET
ijassa-1513	260	5	scholarly	scholarly	ADJ
ijassa-1513	260	6	database	database	NOUN
ijassa-1513	260	7	database	database	NOUN
ijassa-1513	260	8	potentially	potentially	ADV
ijassa-1513	260	9	relevant	relevant	ADJ
ijassa-1513	260	10	results	result	NOUN
ijassa-1513	260	11	relevant	relevant	ADJ
ijassa-1513	260	12	results	result	NOUN
ijassa-1513	260	13	ieee	ieee	PROPN
ijassa-1513	260	14	xplore	xplore	PROPN
ijassa-1513	260	15	68	68	NUM
ijassa-1513	260	16	37	37	NUM
ijassa-1513	260	17	science	science	NOUN
ijassa-1513	260	18	direct	direct	ADJ
ijassa-1513	260	19	62	62	NUM
ijassa-1513	260	20	25	25	NUM
ijassa-1513	260	21	acm	acm	NOUN
ijassa-1513	260	22	digital	digital	PROPN
ijassa-1513	260	23	library	library	NOUN
ijassa-1513	260	24	47	47	NUM
ijassa-1513	260	25	19	19	NUM
ijassa-1513	260	26	springer	springer	NOUN
ijassa-1513	260	27	37	37	NUM
ijassa-1513	260	28	16	16	NUM
ijassa-1513	260	29	google	google	PROPN
ijassa-1513	260	30	scholar	scholar	NOUN
ijassa-1513	260	31	29	29	NUM
ijassa-1513	260	32	13	13	NUM
ijassa-1513	260	33	4	4	NUM
ijassa-1513	260	34	.	.	PUNCT
ijassa-1513	261	1	literature	literature	NOUN
ijassa-1513	261	2	review	review	NOUN
ijassa-1513	261	3	results	result	VERB
ijassa-1513	261	4	in	in	ADP
ijassa-1513	261	5	the	the	DET
ijassa-1513	261	6	results	result	NOUN
ijassa-1513	261	7	section	section	NOUN
ijassa-1513	261	8	,	,	PUNCT
ijassa-1513	261	9	we	we	PRON
ijassa-1513	261	10	present	present	VERB
ijassa-1513	261	11	a	a	DET
ijassa-1513	261	12	comprehensive	comprehensive	ADJ
ijassa-1513	261	13	analysis	analysis	NOUN
ijassa-1513	261	14	of	of	ADP
ijassa-1513	261	15	the	the	DET
ijassa-1513	261	16	110	110	NUM
ijassa-1513	261	17	sources	source	NOUN
ijassa-1513	261	18	obtained	obtain	VERB
ijassa-1513	261	19	from	from	ADP
ijassa-1513	261	20	a	a	DET
ijassa-1513	261	21	thorough	thorough	ADJ
ijassa-1513	261	22	examination	examination	NOUN
ijassa-1513	261	23	of	of	ADP
ijassa-1513	261	24	five	five	NUM
ijassa-1513	261	25	electronic	electronic	ADJ
ijassa-1513	261	26	databases	database	NOUN
ijassa-1513	261	27	.	.	PUNCT
ijassa-1513	262	1	section	section	NOUN
ijassa-1513	262	2	4.1	4.1	NUM
ijassa-1513	262	3	pro	pro	ADJ
ijassa-1513	262	4	-	-	NOUN
ijassa-1513	262	5	vides	vide	NOUN
ijassa-1513	262	6	an	an	DET
ijassa-1513	262	7	overarching	overarching	ADJ
ijassa-1513	262	8	view	view	NOUN
ijassa-1513	262	9	of	of	ADP
ijassa-1513	262	10	the	the	DET
ijassa-1513	262	11	literature	literature	PROPN
ijassa-1513	262	12	review	review	PROPN
ijassa-1513	262	13	's	's	PART
ijassa-1513	262	14	outcomes	outcome	NOUN
ijassa-1513	262	15	,	,	PUNCT
ijassa-1513	262	16	including	include	VERB
ijassa-1513	262	17	the	the	DET
ijassa-1513	262	18	distribution	distribution	NOUN
ijassa-1513	262	19	of	of	ADP
ijassa-1513	262	20	sources	source	NOUN
ijassa-1513	262	21	by	by	ADP
ijassa-1513	262	22	publication	publication	NOUN
ijassa-1513	262	23	year	year	NOUN
ijassa-1513	262	24	and	and	CCONJ
ijassa-1513	262	25	classification	classification	NOUN
ijassa-1513	262	26	of	of	ADP
ijassa-1513	262	27	each	each	DET
ijassa-1513	262	28	source	source	NOUN
ijassa-1513	262	29	based	base	VERB
ijassa-1513	262	30	on	on	ADP
ijassa-1513	262	31	re	re	ADJ
ijassa-1513	262	32	-	-	NOUN
ijassa-1513	262	33	search	search	ADJ
ijassa-1513	262	34	focus	focus	NOUN
ijassa-1513	262	35	.	.	PUNCT
ijassa-1513	263	1	section	section	NOUN
ijassa-1513	263	2	4.2	4.2	NUM
ijassa-1513	263	3	delves	delf	NOUN
ijassa-1513	263	4	into	into	ADP
ijassa-1513	263	5	the	the	DET
ijassa-1513	263	6	outcomes	outcome	NOUN
ijassa-1513	263	7	of	of	ADP
ijassa-1513	263	8	the	the	DET
ijassa-1513	263	9	investigation	investigation	NOUN
ijassa-1513	263	10	pertaining	pertain	VERB
ijassa-1513	263	11	to	to	ADP
ijassa-1513	263	12	the	the	DET
ijassa-1513	263	13	first	first	ADJ
ijassa-1513	263	14	research	research	NOUN
ijassa-1513	263	15	question	question	NOUN
ijassa-1513	263	16	,	,	PUNCT
ijassa-1513	263	17	which	which	PRON
ijassa-1513	263	18	centers	center	VERB
ijassa-1513	263	19	on	on	ADP
ijassa-1513	263	20	the	the	DET
ijassa-1513	263	21	technological	technological	ADJ
ijassa-1513	263	22	aspects	aspect	NOUN
ijassa-1513	263	23	of	of	ADP
ijassa-1513	263	24	text	text	NOUN
ijassa-1513	263	25	classification	classification	NOUN
ijassa-1513	263	26	.	.	PUNCT
ijassa-1513	264	1	this	this	DET
ijassa-1513	264	2	subsection	subsection	NOUN
ijassa-1513	264	3	is	be	AUX
ijassa-1513	264	4	further	far	ADV
ijassa-1513	264	5	divided	divide	VERB
ijassa-1513	264	6	into	into	ADP
ijassa-1513	264	7	three	three	NUM
ijassa-1513	264	8	sub	sub	NOUN
ijassa-1513	264	9	-	-	NOUN
ijassa-1513	264	10	sections	section	NOUN
ijassa-1513	264	11	,	,	PUNCT
ijassa-1513	264	12	each	each	PRON
ijassa-1513	264	13	dedicated	dedicated	ADJ
ijassa-1513	264	14	to	to	ADP
ijassa-1513	264	15	elucidating	elucidate	VERB
ijassa-1513	264	16	the	the	DET
ijassa-1513	264	17	findings	finding	NOUN
ijassa-1513	264	18	related	relate	VERB
ijassa-1513	264	19	to	to	ADP
ijassa-1513	264	20	specific	specific	ADJ
ijassa-1513	264	21	stages	stage	NOUN
ijassa-1513	264	22	of	of	ADP
ijassa-1513	264	23	the	the	DET
ijassa-1513	264	24	text	text	NOUN
ijassa-1513	264	25	classification	classification	NOUN
ijassa-1513	264	26	process	process	NOUN
ijassa-1513	264	27	:	:	PUNCT
ijassa-1513	264	28	data	data	NOUN
ijassa-1513	264	29	preparation	preparation	NOUN
ijassa-1513	264	30	,	,	PUNCT
ijassa-1513	264	31	classifier	classifier	NOUN
ijassa-1513	264	32	training	training	NOUN
ijassa-1513	264	33	,	,	PUNCT
ijassa-1513	264	34	and	and	CCONJ
ijassa-1513	264	35	result	result	VERB
ijassa-1513	264	36	evaluation	evaluation	NOUN
ijassa-1513	264	37	.	.	PUNCT
ijassa-1513	265	1	these	these	DET
ijassa-1513	265	2	sub	sub	ADJ
ijassa-1513	265	3	-	-	ADJ
ijassa-1513	265	4	sections	section	NOUN
ijassa-1513	265	5	offer	offer	VERB
ijassa-1513	265	6	detailed	detailed	ADJ
ijassa-1513	265	7	insights	insight	NOUN
ijassa-1513	265	8	into	into	ADP
ijassa-1513	265	9	the	the	DET
ijassa-1513	265	10	myriad	myriad	ADJ
ijassa-1513	265	11	techniques	technique	NOUN
ijassa-1513	265	12	and	and	CCONJ
ijassa-1513	265	13	methods	method	NOUN
ijassa-1513	265	14	employed	employ	VERB
ijassa-1513	265	15	at	at	ADP
ijassa-1513	265	16	each	each	DET
ijassa-1513	265	17	stage	stage	NOUN
ijassa-1513	265	18	of	of	ADP
ijassa-1513	265	19	the	the	DET
ijassa-1513	265	20	text	text	NOUN
ijassa-1513	265	21	classification	classification	NOUN
ijassa-1513	265	22	pipeline	pipeline	NOUN
ijassa-1513	265	23	.	.	PUNCT
ijassa-1513	266	1	lastly	lastly	ADV
ijassa-1513	266	2	,	,	PUNCT
ijassa-1513	266	3	section	section	NOUN
ijassa-1513	266	4	4.3	4.3	NUM
ijassa-1513	266	5	concentrates	concentrate	VERB
ijassa-1513	266	6	on	on	ADP
ijassa-1513	266	7	the	the	DET
ijassa-1513	266	8	outcomes	outcome	NOUN
ijassa-1513	266	9	of	of	ADP
ijassa-1513	266	10	the	the	DET
ijassa-1513	266	11	study	study	NOUN
ijassa-1513	266	12	concerning	concern	VERB
ijassa-1513	266	13	the	the	DET
ijassa-1513	266	14	second	second	ADJ
ijassa-1513	266	15	research	research	NOUN
ijassa-1513	266	16	question	question	NOUN
ijassa-1513	266	17	,	,	PUNCT
ijassa-1513	266	18	focusing	focus	VERB
ijassa-1513	266	19	on	on	ADP
ijassa-1513	266	20	the	the	DET
ijassa-1513	266	21	foundational	foundational	ADJ
ijassa-1513	266	22	datasets	dataset	NOUN
ijassa-1513	266	23	used	use	VERB
ijassa-1513	266	24	in	in	ADP
ijassa-1513	266	25	text	text	NOUN
ijassa-1513	266	26	classification	classification	NOUN
ijassa-1513	266	27	research	research	NOUN
ijassa-1513	266	28	.	.	PUNCT
ijassa-1513	267	1	4.1	4.1	NUM
ijassa-1513	267	2	literature	literature	NOUN
ijassa-1513	267	3	search	search	NOUN
ijassa-1513	267	4	results	result	VERB
ijassa-1513	267	5	a	a	DET
ijassa-1513	267	6	graphical	graphical	ADJ
ijassa-1513	267	7	representation	representation	NOUN
ijassa-1513	267	8	(	(	PUNCT
ijassa-1513	267	9	fig	fig	NOUN
ijassa-1513	267	10	.	.	PUNCT
ijassa-1513	268	1	4.1	4.1	NUM
ijassa-1513	268	2	)	)	PUNCT
ijassa-1513	268	3	depicting	depict	VERB
ijassa-1513	268	4	the	the	DET
ijassa-1513	268	5	distribution	distribution	NOUN
ijassa-1513	268	6	of	of	ADP
ijassa-1513	268	7	sources	source	NOUN
ijassa-1513	268	8	by	by	ADP
ijassa-1513	268	9	publication	publication	NOUN
ijassa-1513	268	10	year	year	NOUN
ijassa-1513	268	11	within	within	ADP
ijassa-1513	268	12	the	the	DET
ijassa-1513	268	13	selected	select	VERB
ijassa-1513	268	14	10	10	NUM
ijassa-1513	268	15	-	-	PUNCT
ijassa-1513	268	16	year	year	NOUN
ijassa-1513	268	17	research	research	NOUN
ijassa-1513	268	18	period	period	NOUN
ijassa-1513	268	19	(	(	PUNCT
ijassa-1513	268	20	2013	2013	NUM
ijassa-1513	268	21	-	-	SYM
ijassa-1513	268	22	2022	2022	NUM
ijassa-1513	268	23	)	)	PUNCT
ijassa-1513	268	24	has	have	AUX
ijassa-1513	268	25	been	be	AUX
ijassa-1513	268	26	compiled	compile	VERB
ijassa-1513	268	27	.	.	PUNCT
ijassa-1513	269	1	notably	notably	ADV
ijassa-1513	269	2	,	,	PUNCT
ijassa-1513	269	3	this	this	DET
ijassa-1513	269	4	diagram	diagram	NOUN
ijassa-1513	269	5	reveals	reveal	VERB
ijassa-1513	269	6	a	a	DET
ijassa-1513	269	7	significant	significant	ADJ
ijassa-1513	269	8	surge	surge	NOUN
ijassa-1513	269	9	in	in	ADP
ijassa-1513	269	10	articles	article	NOUN
ijassa-1513	269	11	related	relate	VERB
ijassa-1513	269	12	to	to	ADP
ijassa-1513	269	13	text	text	NOUN
ijassa-1513	269	14	classification	classification	NOUN
ijassa-1513	269	15	in	in	ADP
ijassa-1513	269	16	the	the	DET
ijassa-1513	269	17	year	year	NOUN
ijassa-1513	269	18	2019	2019	NUM
ijassa-1513	269	19	,	,	PUNCT
ijassa-1513	269	20	marking	mark	VERB
ijassa-1513	269	21	the	the	DET
ijassa-1513	269	22	pinnacle	pinnacle	NOUN
ijassa-1513	269	23	of	of	ADP
ijassa-1513	269	24	research	research	NOUN
ijassa-1513	269	25	interest	interest	NOUN
ijassa-1513	269	26	within	within	ADP
ijassa-1513	269	27	the	the	DET
ijassa-1513	269	28	chosen	choose	VERB
ijassa-1513	269	29	timeframe	timeframe	NOUN
ijassa-1513	269	30	.	.	PUNCT
ijassa-1513	270	1	however	however	ADV
ijassa-1513	270	2	,	,	PUNCT
ijassa-1513	270	3	it	it	PRON
ijassa-1513	270	4	's	be	AUX
ijassa-1513	270	5	noteworthy	noteworthy	ADJ
ijassa-1513	270	6	that	that	SCONJ
ijassa-1513	270	7	subsequent	subsequent	ADJ
ijassa-1513	270	8	years	year	NOUN
ijassa-1513	270	9	display	display	VERB
ijassa-1513	270	10	a	a	DET
ijassa-1513	270	11	gradual	gradual	ADJ
ijassa-1513	270	12	decline	decline	NOUN
ijassa-1513	270	13	in	in	ADP
ijassa-1513	270	14	scholarly	scholarly	ADJ
ijassa-1513	270	15	output	output	NOUN
ijassa-1513	270	16	,	,	PUNCT
ijassa-1513	270	17	a	a	DET
ijassa-1513	270	18	trend	trend	NOUN
ijassa-1513	270	19	that	that	PRON
ijassa-1513	270	20	can	can	AUX
ijassa-1513	270	21	be	be	AUX
ijassa-1513	270	22	attributed	attribute	VERB
ijassa-1513	270	23	,	,	PUNCT
ijassa-1513	270	24	at	at	ADP
ijassa-1513	270	25	least	least	ADJ
ijassa-1513	270	26	in	in	ADP
ijassa-1513	270	27	part	part	NOUN
ijassa-1513	270	28	,	,	PUNCT
ijassa-1513	270	29	to	to	ADP
ijassa-1513	270	30	the	the	DET
ijassa-1513	270	31	global	global	ADJ
ijassa-1513	270	32	impact	impact	NOUN
ijassa-1513	270	33	of	of	ADP
ijassa-1513	270	34	the	the	DET
ijassa-1513	270	35	coronavirus	coronavirus	NOUN
ijassa-1513	270	36	pandemic	pandemic	ADJ
ijassa-1513	270	37	.	.	PUNCT
ijassa-1513	271	1	as	as	SCONJ
ijassa-1513	271	2	elucidated	elucidate	VERB
ijassa-1513	271	3	in	in	ADP
ijassa-1513	271	4	section	section	NOUN
ijassa-1513	271	5	3	3	NUM
ijassa-1513	271	6	,	,	PUNCT
ijassa-1513	271	7	the	the	DET
ijassa-1513	271	8	deliberate	deliberate	ADJ
ijassa-1513	271	9	selection	selection	NOUN
ijassa-1513	271	10	of	of	ADP
ijassa-1513	271	11	a	a	DET
ijassa-1513	271	12	10	10	NUM
ijassa-1513	271	13	-	-	PUNCT
ijassa-1513	271	14	year	year	NOUN
ijassa-1513	271	15	span	span	NOUN
ijassa-1513	271	16	aimed	aim	VERB
ijassa-1513	271	17	to	to	PART
ijassa-1513	271	18	spotlight	spotlight	VERB
ijassa-1513	271	19	the	the	DET
ijassa-1513	271	20	burgeoning	burgeon	VERB
ijassa-1513	271	21	interest	interest	NOUN
ijassa-1513	271	22	in	in	ADP
ijassa-1513	271	23	methods	method	NOUN
ijassa-1513	271	24	and	and	CCONJ
ijassa-1513	271	25	approaches	approach	NOUN
ijassa-1513	271	26	to	to	PART
ijassa-1513	271	27	text	text	NOUN
ijassa-1513	271	28	classification	classification	NOUN
ijassa-1513	271	29	rooted	root	VERB
ijassa-1513	271	30	in	in	ADP
ijassa-1513	271	31	neural	neural	ADJ
ijassa-1513	271	32	networks	network	NOUN
ijassa-1513	271	33	,	,	PUNCT
ijassa-1513	271	34	particularly	particularly	ADV
ijassa-1513	271	35	deep	deep	ADJ
ijassa-1513	271	36	learning	learning	NOUN
ijassa-1513	271	37	models	model	NOUN
ijassa-1513	271	38	.	.	PUNCT
ijassa-1513	272	1	to	to	PART
ijassa-1513	272	2	scrutinize	scrutinize	VERB
ijassa-1513	272	3	this	this	DET
ijassa-1513	272	4	evolution	evolution	NOUN
ijassa-1513	272	5	,	,	PUNCT
ijassa-1513	272	6	a	a	DET
ijassa-1513	272	7	year	year	NOUN
ijassa-1513	272	8	-	-	PUNCT
ijassa-1513	272	9	wise	wise	ADJ
ijassa-1513	272	10	analysis	analysis	NOUN
ijassa-1513	272	11	was	be	AUX
ijassa-1513	272	12	conducted	conduct	VERB
ijassa-1513	272	13	,	,	PUNCT
ijassa-1513	272	14	distinguishing	distinguish	VERB
ijassa-1513	272	15	between	between	ADP
ijassa-1513	272	16	sources	source	NOUN
ijassa-1513	272	17	focusing	focus	VERB
ijassa-1513	272	18	on	on	ADP
ijassa-1513	272	19	basic	basic	ADJ
ijassa-1513	272	20	machine	machine	NOUN
ijassa-1513	272	21	learning	learn	VERB
ijassa-1513	272	22	algorithms	algorithm	NOUN
ijassa-1513	272	23	and	and	CCONJ
ijassa-1513	272	24	those	those	PRON
ijassa-1513	272	25	centered	center	VERB
ijassa-1513	272	26	on	on	ADP
ijassa-1513	272	27	deep	deep	ADJ
ijassa-1513	272	28	learning	learning	NOUN
ijassa-1513	272	29	.	.	PUNCT
ijassa-1513	273	1	142	142	NUM
ijassa-1513	273	2	a.	a.	NOUN
ijassa-1513	273	3	kravets	kravet	NOUN
ijassa-1513	273	4	,	,	PUNCT
ijassa-1513	273	5	d.	d.	PROPN
ijassa-1513	273	6	semenochkin	semenochkin	PROPN
ijassa-1513	273	7	copyright	copyright	NOUN
ijassa-1513	273	8	©	©	PROPN
ijassa-1513	273	9	2024	2024	NUM
ijassa-1513	273	10	assa	assa	PROPN
ijassa-1513	273	11	adv	adv	PROPN
ijassa-1513	273	12	.	.	PUNCT
ijassa-1513	274	1	in	in	ADP
ijassa-1513	274	2	systems	system	NOUN
ijassa-1513	274	3	science	science	NOUN
ijassa-1513	274	4	and	and	CCONJ
ijassa-1513	274	5	appl	appl	NOUN
ijassa-1513	274	6	.	.	PUNCT
ijassa-1513	275	1	(	(	PUNCT
ijassa-1513	275	2	2024	2024	NUM
ijassa-1513	275	3	)	)	PUNCT
ijassa-1513	275	4	fig	fig	NOUN
ijassa-1513	275	5	.	.	PUNCT
ijassa-1513	276	1	4.1	4.1	NUM
ijassa-1513	276	2	.	.	PUNCT
ijassa-1513	277	1	publishing	publish	VERB
ijassa-1513	277	2	summary	summary	NOUN
ijassa-1513	277	3	from	from	ADP
ijassa-1513	277	4	2013	2013	NUM
ijassa-1513	277	5	to	to	ADP
ijassa-1513	277	6	2022	2022	NUM
ijassa-1513	277	7	figure	figure	NOUN
ijassa-1513	277	8	4.2	4.2	NUM
ijassa-1513	277	9	provides	provide	VERB
ijassa-1513	277	10	a	a	DET
ijassa-1513	277	11	compelling	compelling	ADJ
ijassa-1513	277	12	narrative	narrative	NOUN
ijassa-1513	277	13	.	.	PUNCT
ijassa-1513	278	1	it	it	PRON
ijassa-1513	278	2	indicates	indicate	VERB
ijassa-1513	278	3	that	that	SCONJ
ijassa-1513	278	4	the	the	DET
ijassa-1513	278	5	emergence	emergence	NOUN
ijassa-1513	278	6	of	of	ADP
ijassa-1513	278	7	interest	interest	NOUN
ijassa-1513	278	8	in	in	ADP
ijassa-1513	278	9	neural	neural	ADJ
ijassa-1513	278	10	networks	network	NOUN
ijassa-1513	278	11	began	begin	VERB
ijassa-1513	278	12	around	around	ADP
ijassa-1513	278	13	2015	2015	NUM
ijassa-1513	278	14	,	,	PUNCT
ijassa-1513	278	15	steadily	steadily	ADV
ijassa-1513	278	16	gaining	gain	VERB
ijassa-1513	278	17	momentum	momentum	NOUN
ijassa-1513	278	18	.	.	PUNCT
ijassa-1513	279	1	by	by	ADP
ijassa-1513	279	2	2019	2019	NUM
ijassa-1513	279	3	,	,	PUNCT
ijassa-1513	279	4	deep	deep	ADJ
ijassa-1513	279	5	learning	learning	NOUN
ijassa-1513	279	6	and	and	CCONJ
ijassa-1513	279	7	neural	neural	ADJ
ijassa-1513	279	8	networks	network	NOUN
ijassa-1513	279	9	had	have	AUX
ijassa-1513	279	10	reached	reach	VERB
ijassa-1513	279	11	their	their	PRON
ijassa-1513	279	12	zenith	zenith	NOUN
ijassa-1513	279	13	,	,	PUNCT
ijassa-1513	279	14	signifying	signify	VERB
ijassa-1513	279	15	a	a	DET
ijassa-1513	279	16	transformative	transformative	ADJ
ijassa-1513	279	17	shift	shift	NOUN
ijassa-1513	279	18	in	in	ADP
ijassa-1513	279	19	the	the	DET
ijassa-1513	279	20	field	field	NOUN
ijassa-1513	279	21	.	.	PUNCT
ijassa-1513	280	1	notably	notably	ADV
ijassa-1513	280	2	,	,	PUNCT
ijassa-1513	280	3	the	the	DET
ijassa-1513	280	4	data	data	NOUN
ijassa-1513	280	5	suggests	suggest	VERB
ijassa-1513	280	6	that	that	SCONJ
ijassa-1513	280	7	this	this	DET
ijassa-1513	280	8	enthusiasm	enthusiasm	NOUN
ijassa-1513	280	9	remains	remain	VERB
ijassa-1513	280	10	unabated	unabated	ADJ
ijassa-1513	280	11	,	,	PUNCT
ijassa-1513	280	12	with	with	ADP
ijassa-1513	280	13	deep	deep	ADJ
ijassa-1513	280	14	learning	learning	NOUN
ijassa-1513	280	15	approaches	approach	NOUN
ijassa-1513	280	16	increasingly	increasingly	ADV
ijassa-1513	280	17	supplanting	supplant	VERB
ijassa-1513	280	18	basic	basic	ADJ
ijassa-1513	280	19	algorithms	algorithm	NOUN
ijassa-1513	280	20	as	as	ADP
ijassa-1513	280	21	the	the	DET
ijassa-1513	280	22	preferred	preferred	ADJ
ijassa-1513	280	23	choice	choice	NOUN
ijassa-1513	280	24	for	for	ADP
ijassa-1513	280	25	text	text	NOUN
ijassa-1513	280	26	classification	classification	NOUN
ijassa-1513	280	27	tasks	task	NOUN
ijassa-1513	280	28	.	.	PUNCT
ijassa-1513	281	1	this	this	DET
ijassa-1513	281	2	trajectory	trajectory	NOUN
ijassa-1513	281	3	underscores	underscore	VERB
ijassa-1513	281	4	the	the	DET
ijassa-1513	281	5	enduring	endure	VERB
ijassa-1513	281	6	relevance	relevance	NOUN
ijassa-1513	281	7	and	and	CCONJ
ijassa-1513	281	8	potency	potency	NOUN
ijassa-1513	281	9	of	of	ADP
ijassa-1513	281	10	neural	neural	ADJ
ijassa-1513	281	11	networks	network	NOUN
ijassa-1513	281	12	in	in	ADP
ijassa-1513	281	13	text	text	NOUN
ijassa-1513	281	14	classification	classification	NOUN
ijassa-1513	281	15	research	research	NOUN
ijassa-1513	281	16	.	.	PUNCT
ijassa-1513	282	1	fig	fig	NOUN
ijassa-1513	282	2	.	.	PUNCT
ijassa-1513	283	1	4.2	4.2	NUM
ijassa-1513	283	2	.	.	PUNCT
ijassa-1513	284	1	distribution	distribution	NOUN
ijassa-1513	284	2	of	of	ADP
ijassa-1513	284	3	articles	article	NOUN
ijassa-1513	284	4	by	by	ADP
ijassa-1513	284	5	type	type	NOUN
ijassa-1513	284	6	of	of	ADP
ijassa-1513	284	7	classification	classification	NOUN
ijassa-1513	284	8	algorithm	algorithm	NOUN
ijassa-1513	284	9	from	from	ADP
ijassa-1513	284	10	2013	2013	NUM
ijassa-1513	284	11	to	to	ADP
ijassa-1513	284	12	2022	2022	NUM
ijassa-1513	284	13	although	although	SCONJ
ijassa-1513	284	14	the	the	DET
ijassa-1513	284	15	research	research	NOUN
ijassa-1513	284	16	theme	theme	NOUN
ijassa-1513	284	17	consistently	consistently	ADV
ijassa-1513	284	18	relates	relate	VERB
ijassa-1513	284	19	to	to	PART
ijassa-1513	284	20	text	text	VERB
ijassa-1513	284	21	classification	classification	NOUN
ijassa-1513	284	22	,	,	PUNCT
ijassa-1513	284	23	it	it	PRON
ijassa-1513	284	24	is	be	AUX
ijassa-1513	284	25	important	important	ADJ
ijassa-1513	284	26	to	to	PART
ijassa-1513	284	27	note	note	VERB
ijassa-1513	284	28	that	that	SCONJ
ijassa-1513	284	29	various	various	ADJ
ijassa-1513	284	30	aspects	aspect	NOUN
ijassa-1513	284	31	of	of	ADP
ijassa-1513	284	32	this	this	DET
ijassa-1513	284	33	field	field	NOUN
ijassa-1513	284	34	are	be	AUX
ijassa-1513	284	35	often	often	ADV
ijassa-1513	284	36	studied	study	VERB
ijassa-1513	284	37	.	.	PUNCT
ijassa-1513	285	1	however	however	ADV
ijassa-1513	285	2	,	,	PUNCT
ijassa-1513	285	3	all	all	DET
ijassa-1513	285	4	reviewed	review	VERB
ijassa-1513	285	5	studies	study	NOUN
ijassa-1513	285	6	share	share	VERB
ijassa-1513	285	7	an	an	DET
ijassa-1513	285	8	experimental	experimental	ADJ
ijassa-1513	285	9	component	component	NOUN
ijassa-1513	285	10	that	that	PRON
ijassa-1513	285	11	involves	involve	VERB
ijassa-1513	285	12	creating	create	VERB
ijassa-1513	285	13	and	and	CCONJ
ijassa-1513	285	14	assessing	assess	VERB
ijassa-1513	285	15	a	a	DET
ijassa-1513	285	16	text	text	NOUN
ijassa-1513	285	17	classifier	classifier	NOUN
ijassa-1513	285	18	.	.	PUNCT
ijassa-1513	286	1	the	the	DET
ijassa-1513	286	2	objectives	objective	NOUN
ijassa-1513	286	3	of	of	ADP
ijassa-1513	286	4	the	the	DET
ijassa-1513	286	5	research	research	NOUN
ijassa-1513	286	6	can	can	AUX
ijassa-1513	286	7	be	be	AUX
ijassa-1513	286	8	expressed	express	VERB
ijassa-1513	286	9	by	by	ADP
ijassa-1513	286	10	either	either	CCONJ
ijassa-1513	286	11	focusing	focus	VERB
ijassa-1513	286	12	on	on	ADP
ijassa-1513	286	13	the	the	DET
ijassa-1513	286	14	text	text	NOUN
ijassa-1513	286	15	classification	classification	NOUN
ijassa-1513	286	16	problem	problem	NOUN
ijassa-1513	286	17	or	or	CCONJ
ijassa-1513	286	18	conducting	conduct	VERB
ijassa-1513	286	19	a	a	DET
ijassa-1513	286	20	specialized	specialized	ADJ
ijassa-1513	286	21	study	study	NOUN
ijassa-1513	286	22	on	on	ADP
ijassa-1513	286	23	the	the	DET
ijassa-1513	286	24	critical	critical	ADJ
ijassa-1513	286	25	preparatory	preparatory	ADJ
ijassa-1513	286	26	steps	step	NOUN
ijassa-1513	286	27	,	,	PUNCT
ijassa-1513	286	28	including	include	VERB
ijassa-1513	286	29	data	datum	NOUN
ijassa-1513	286	30	preprocessing	preprocessing	NOUN
ijassa-1513	286	31	,	,	PUNCT
ijassa-1513	286	32	text	text	NOUN
ijassa-1513	286	33	representation	representation	NOUN
ijassa-1513	286	34	,	,	PUNCT
ijassa-1513	286	35	and	and	CCONJ
ijassa-1513	286	36	feature	feature	NOUN
ijassa-1513	286	37	selection	selection	NOUN
ijassa-1513	286	38	.	.	PUNCT
ijassa-1513	287	1	the	the	DET
ijassa-1513	287	2	figure	figure	NOUN
ijassa-1513	287	3	4.3	4.3	NUM
ijassa-1513	287	4	reflects	reflect	VERB
ijassa-1513	287	5	these	these	DET
ijassa-1513	287	6	nuances	nuance	NOUN
ijassa-1513	287	7	:	:	PUNCT
ijassa-1513	287	8	most	most	ADJ
ijassa-1513	287	9	studies	study	NOUN
ijassa-1513	287	10	(	(	PUNCT
ijassa-1513	287	11	83.64	83.64	NUM
ijassa-1513	287	12	%	%	NOUN
ijassa-1513	287	13	)	)	PUNCT
ijassa-1513	287	14	concentrate	concentrate	NOUN
ijassa-1513	287	15	on	on	ADP
ijassa-1513	287	16	the	the	DET
ijassa-1513	287	17	central	central	ADJ
ijassa-1513	287	18	issue	issue	NOUN
ijassa-1513	287	19	of	of	ADP
ijassa-1513	287	20	text	text	NOUN
ijassa-1513	287	21	classification	classification	NOUN
ijassa-1513	287	22	or	or	CCONJ
ijassa-1513	287	23	classifier	classifier	NOUN
ijassa-1513	287	24	development	development	NOUN
ijassa-1513	287	25	.	.	PUNCT
ijassa-1513	288	1	a	a	DET
ijassa-1513	288	2	few	few	ADJ
ijassa-1513	288	3	works	work	NOUN
ijassa-1513	288	4	(	(	PUNCT
ijassa-1513	288	5	[	[	X
ijassa-1513	288	6	54	54	NUM
ijassa-1513	288	7	]	]	PUNCT
ijassa-1513	289	1	[	[	X
ijassa-1513	289	2	55	55	NUM
ijassa-1513	289	3	]	]	X
ijassa-1513	289	4	[	[	X
ijassa-1513	289	5	67	67	NUM
ijassa-1513	289	6	]	]	X
ijassa-1513	290	1	[	[	X
ijassa-1513	290	2	89	89	NUM
ijassa-1513	290	3	]	]	X
ijassa-1513	291	1	[	[	X
ijassa-1513	291	2	162	162	NUM
ijassa-1513	291	3	]	]	X
ijassa-1513	292	1	[	[	X
ijassa-1513	292	2	96	96	NUM
ijassa-1513	292	3	]	]	PUNCT
ijassa-1513	292	4	)	)	PUNCT
ijassa-1513	292	5	tackle	tackle	NOUN
ijassa-1513	292	6	text	text	NOUN
ijassa-1513	292	7	representation	representation	NOUN
ijassa-1513	292	8	.	.	PUNCT
ijassa-1513	293	1	in	in	ADP
ijassa-1513	293	2	addition	addition	NOUN
ijassa-1513	293	3	,	,	PUNCT
ijassa-1513	293	4	several	several	ADJ
ijassa-1513	293	5	sources	source	NOUN
ijassa-1513	293	6	(	(	PUNCT
ijassa-1513	293	7	[	[	X
ijassa-1513	293	8	120	120	NUM
ijassa-1513	293	9	]	]	X
ijassa-1513	293	10	[	[	X
ijassa-1513	293	11	171	171	NUM
ijassa-1513	293	12	]	]	X
ijassa-1513	294	1	[	[	X
ijassa-1513	294	2	59	59	NUM
ijassa-1513	294	3	]	]	PUNCT
ijassa-1513	295	1	[	[	X
ijassa-1513	295	2	14	14	NUM
ijassa-1513	295	3	]	]	X
ijassa-1513	296	1	[	[	X
ijassa-1513	296	2	139	139	NUM
ijassa-1513	296	3	]	]	X
ijassa-1513	297	1	[	[	X
ijassa-1513	297	2	90	90	NUM
ijassa-1513	297	3	]	]	PUNCT
ijassa-1513	298	1	[	[	X
ijassa-1513	298	2	124	124	NUM
ijassa-1513	298	3	]	]	X
ijassa-1513	299	1	[	[	X
ijassa-1513	299	2	149	149	NUM
ijassa-1513	299	3	]	]	X
ijassa-1513	300	1	[	[	X
ijassa-1513	300	2	79	79	NUM
ijassa-1513	300	3	]	]	X
ijassa-1513	301	1	[	[	X
ijassa-1513	301	2	129	129	NUM
ijassa-1513	301	3	]	]	PUNCT
ijassa-1513	302	1	[	[	X
ijassa-1513	302	2	142	142	NUM
ijassa-1513	302	3	]	]	PUNCT
ijassa-1513	302	4	[	[	X
ijassa-1513	302	5	130	130	NUM
ijassa-1513	302	6	]	]	PUNCT
ijassa-1513	302	7	)	)	PUNCT
ijassa-1513	302	8	are	be	AUX
ijassa-1513	302	9	dedicated	dedicate	VERB
ijassa-1513	302	10	to	to	ADP
ijassa-1513	302	11	investigating	investigate	VERB
ijassa-1513	302	12	feature	feature	NOUN
ijassa-1513	302	13	selection	selection	NOUN
ijassa-1513	302	14	techniques	technique	NOUN
ijassa-1513	302	15	in	in	ADP
ijassa-1513	302	16	-	-	PUNCT
ijassa-1513	302	17	depth	depth	NOUN
ijassa-1513	302	18	.	.	PUNCT
ijassa-1513	303	1	text	text	NOUN
ijassa-1513	303	2	classification	classification	NOUN
ijassa-1513	303	3	technologies	technology	NOUN
ijassa-1513	303	4	in	in	ADP
ijassa-1513	303	5	document	document	NOUN
ijassa-1513	303	6	categorization	categorization	NOUN
ijassa-1513	303	7	systems	system	NOUN
ijassa-1513	303	8	.	.	PUNCT
ijassa-1513	304	1	a	a	DET
ijassa-1513	304	2	survey	survey	NOUN
ijassa-1513	304	3	143	143	NUM
ijassa-1513	304	4	copyright	copyright	NOUN
ijassa-1513	304	5	©	©	PROPN
ijassa-1513	304	6	2024	2024	NUM
ijassa-1513	304	7	assa	assa	NOUN
ijassa-1513	304	8	.	.	PUNCT
ijassa-1513	305	1	adv	adv	PROPN
ijassa-1513	305	2	.	.	PUNCT
ijassa-1513	306	1	in	in	ADP
ijassa-1513	306	2	systems	system	NOUN
ijassa-1513	306	3	science	science	NOUN
ijassa-1513	306	4	and	and	CCONJ
ijassa-1513	306	5	appl	appl	NOUN
ijassa-1513	306	6	.	.	PUNCT
ijassa-1513	307	1	(	(	PUNCT
ijassa-1513	307	2	2024	2024	NUM
ijassa-1513	307	3	)	)	PUNCT
ijassa-1513	307	4	fig	fig	NOUN
ijassa-1513	307	5	.	.	PUNCT
ijassa-1513	308	1	4.3	4.3	NUM
ijassa-1513	308	2	.	.	PUNCT
ijassa-1513	308	3	distribution	distribution	NOUN
ijassa-1513	308	4	of	of	ADP
ijassa-1513	308	5	all	all	DET
ijassa-1513	308	6	articles	article	NOUN
ijassa-1513	308	7	by	by	ADP
ijassa-1513	308	8	subject	subject	NOUN
ijassa-1513	308	9	of	of	ADP
ijassa-1513	308	10	study	study	NOUN
ijassa-1513	308	11	4.2	4.2	NUM
ijassa-1513	308	12	rq1	rq1	NOUN
ijassa-1513	308	13	results	result	NOUN
ijassa-1513	308	14	4.2.1	4.2.1	NUM
ijassa-1513	308	15	text	text	NOUN
ijassa-1513	308	16	representation	representation	NOUN
ijassa-1513	308	17	while	while	SCONJ
ijassa-1513	308	18	researching	research	VERB
ijassa-1513	308	19	the	the	DET
ijassa-1513	308	20	sources	source	NOUN
ijassa-1513	308	21	,	,	PUNCT
ijassa-1513	308	22	we	we	PRON
ijassa-1513	308	23	compiled	compile	VERB
ijassa-1513	308	24	a	a	DET
ijassa-1513	308	25	list	list	NOUN
ijassa-1513	308	26	of	of	ADP
ijassa-1513	308	27	text	text	NOUN
ijassa-1513	308	28	representation	representation	NOUN
ijassa-1513	308	29	algorithms	algorithm	NOUN
ijassa-1513	308	30	utilized	utilize	VERB
ijassa-1513	308	31	in	in	ADP
ijassa-1513	308	32	text	text	NOUN
ijassa-1513	308	33	classification	classification	NOUN
ijassa-1513	308	34	tasks	task	NOUN
ijassa-1513	308	35	.	.	PUNCT
ijassa-1513	309	1	to	to	PART
ijassa-1513	309	2	present	present	VERB
ijassa-1513	309	3	our	our	PRON
ijassa-1513	309	4	findings	finding	NOUN
ijassa-1513	309	5	,	,	PUNCT
ijassa-1513	309	6	table	table	NOUN
ijassa-1513	309	7	4.1	4.1	NUM
ijassa-1513	309	8	displays	display	VERB
ijassa-1513	309	9	the	the	DET
ijassa-1513	309	10	frequency	frequency	NOUN
ijassa-1513	309	11	of	of	ADP
ijassa-1513	309	12	usage	usage	NOUN
ijassa-1513	309	13	for	for	ADP
ijassa-1513	309	14	particular	particular	ADJ
ijassa-1513	309	15	text	text	NOUN
ijassa-1513	309	16	representation	representation	NOUN
ijassa-1513	309	17	schemes	scheme	NOUN
ijassa-1513	309	18	.	.	PUNCT
ijassa-1513	310	1	among	among	ADP
ijassa-1513	310	2	the	the	DET
ijassa-1513	310	3	total	total	ADJ
ijassa-1513	310	4	number	number	NOUN
ijassa-1513	310	5	of	of	ADP
ijassa-1513	310	6	references	reference	NOUN
ijassa-1513	310	7	,	,	PUNCT
ijassa-1513	310	8	word2vec	word2vec	X
ijassa-1513	310	9	and	and	CCONJ
ijassa-1513	310	10	tf	tf	PROPN
ijassa-1513	310	11	-	-	PUNCT
ijassa-1513	310	12	idf	idf	PROPN
ijassa-1513	310	13	are	be	AUX
ijassa-1513	310	14	the	the	DET
ijassa-1513	310	15	two	two	NUM
ijassa-1513	310	16	main	main	ADJ
ijassa-1513	310	17	methods	method	NOUN
ijassa-1513	310	18	,	,	PUNCT
ijassa-1513	310	19	with	with	ADP
ijassa-1513	310	20	respect	respect	NOUN
ijassa-1513	310	21	to	to	ADP
ijassa-1513	310	22	the	the	DET
ijassa-1513	310	23	total	total	ADJ
ijassa-1513	310	24	number	number	NOUN
ijassa-1513	310	25	of	of	ADP
ijassa-1513	310	26	text	text	NOUN
ijassa-1513	310	27	representation	representation	NOUN
ijassa-1513	310	28	algorithms	algorithm	NOUN
ijassa-1513	310	29	in	in	ADP
ijassa-1513	310	30	use	use	NOUN
ijassa-1513	310	31	,	,	PUNCT
ijassa-1513	310	32	they	they	PRON
ijassa-1513	310	33	are	be	AUX
ijassa-1513	310	34	used	use	VERB
ijassa-1513	310	35	in	in	ADP
ijassa-1513	310	36	48	48	NUM
ijassa-1513	310	37	percent	percent	NOUN
ijassa-1513	310	38	of	of	ADP
ijassa-1513	310	39	them	they	PRON
ijassa-1513	310	40	.	.	PUNCT
ijassa-1513	311	1	table	table	NOUN
ijassa-1513	311	2	4.1	4.1	NUM
ijassa-1513	311	3	.	.	PUNCT
ijassa-1513	312	1	text	text	NOUN
ijassa-1513	312	2	representation	representation	NOUN
ijassa-1513	312	3	algorithms	algorithms	NOUN
ijassa-1513	312	4	algorithm	algorithm	NOUN
ijassa-1513	312	5	percentage	percentage	NOUN
ijassa-1513	312	6	references	reference	NOUN
ijassa-1513	312	7	tf	tf	PROPN
ijassa-1513	312	8	-	-	PUNCT
ijassa-1513	312	9	idf	idf	PROPN
ijassa-1513	312	10	24.5	24.5	NUM
ijassa-1513	312	11	%	%	NOUN
ijassa-1513	312	12	(	(	PUNCT
ijassa-1513	312	13	27	27	NUM
ijassa-1513	312	14	of	of	ADP
ijassa-1513	312	15	110	110	NUM
ijassa-1513	312	16	)	)	PUNCT
ijassa-1513	313	1	[	[	X
ijassa-1513	313	2	161	161	NUM
ijassa-1513	313	3	]	]	PUNCT
ijassa-1513	314	1	[	[	X
ijassa-1513	314	2	56	56	NUM
ijassa-1513	314	3	]	]	X
ijassa-1513	314	4	[	[	X
ijassa-1513	314	5	67	67	NUM
ijassa-1513	314	6	]	]	X
ijassa-1513	315	1	[	[	X
ijassa-1513	315	2	89	89	NUM
ijassa-1513	315	3	]	]	X
ijassa-1513	316	1	[	[	X
ijassa-1513	316	2	171	171	NUM
ijassa-1513	316	3	]	]	X
ijassa-1513	317	1	[	[	X
ijassa-1513	317	2	14	14	NUM
ijassa-1513	317	3	]	]	X
ijassa-1513	318	1	[	[	X
ijassa-1513	318	2	124	124	NUM
ijassa-1513	318	3	]	]	X
ijassa-1513	319	1	[	[	X
ijassa-1513	319	2	149	149	NUM
ijassa-1513	319	3	]	]	X
ijassa-1513	320	1	[	[	X
ijassa-1513	320	2	142	142	NUM
ijassa-1513	320	3	]	]	PUNCT
ijassa-1513	321	1	[	[	X
ijassa-1513	321	2	130	130	NUM
ijassa-1513	321	3	]	]	PUNCT
ijassa-1513	322	1	[	[	X
ijassa-1513	322	2	72	72	NUM
ijassa-1513	322	3	]	]	X
ijassa-1513	323	1	[	[	X
ijassa-1513	323	2	87	87	NUM
ijassa-1513	323	3	]	]	PUNCT
ijassa-1513	324	1	[	[	X
ijassa-1513	324	2	102	102	NUM
ijassa-1513	324	3	]	]	X
ijassa-1513	325	1	[	[	X
ijassa-1513	325	2	157	157	NUM
ijassa-1513	325	3	]	]	X
ijassa-1513	326	1	[	[	X
ijassa-1513	326	2	156	156	NUM
ijassa-1513	326	3	]	]	X
ijassa-1513	327	1	[	[	X
ijassa-1513	327	2	107	107	NUM
ijassa-1513	327	3	]	]	X
ijassa-1513	328	1	[	[	X
ijassa-1513	328	2	170	170	NUM
ijassa-1513	328	3	]	]	X
ijassa-1513	328	4	[	[	X
ijassa-1513	328	5	165	165	NUM
ijassa-1513	328	6	]	]	X
ijassa-1513	328	7	[	[	X
ijassa-1513	328	8	111	111	NUM
ijassa-1513	328	9	]	]	PUNCT
ijassa-1513	328	10	[	[	X
ijassa-1513	328	11	24	24	NUM
ijassa-1513	328	12	]	]	X
ijassa-1513	329	1	[	[	X
ijassa-1513	329	2	158	158	NUM
ijassa-1513	329	3	]	]	X
ijassa-1513	330	1	[	[	X
ijassa-1513	330	2	22	22	NUM
ijassa-1513	330	3	]	]	X
ijassa-1513	331	1	[	[	X
ijassa-1513	331	2	19	19	NUM
ijassa-1513	331	3	]	]	X
ijassa-1513	332	1	[	[	X
ijassa-1513	332	2	8	8	NUM
ijassa-1513	332	3	]	]	X
ijassa-1513	333	1	[	[	X
ijassa-1513	333	2	128	128	NUM
ijassa-1513	333	3	]	]	X
ijassa-1513	334	1	[	[	X
ijassa-1513	334	2	13	13	NUM
ijassa-1513	334	3	]	]	X
ijassa-1513	335	1	[	[	X
ijassa-1513	335	2	160	160	NUM
ijassa-1513	335	3	]	]	PUNCT
ijassa-1513	335	4	word2vec	word2vec	X
ijassa-1513	335	5	23.6	23.6	NUM
ijassa-1513	335	6	%	%	NOUN
ijassa-1513	335	7	(	(	PUNCT
ijassa-1513	335	8	27	27	NUM
ijassa-1513	335	9	of	of	ADP
ijassa-1513	335	10	110	110	NUM
ijassa-1513	335	11	)	)	PUNCT
ijassa-1513	336	1	[	[	X
ijassa-1513	336	2	54	54	NUM
ijassa-1513	336	3	]	]	X
ijassa-1513	337	1	[	[	X
ijassa-1513	337	2	67	67	NUM
ijassa-1513	337	3	]	]	X
ijassa-1513	338	1	[	[	X
ijassa-1513	338	2	96	96	NUM
ijassa-1513	338	3	]	]	X
ijassa-1513	339	1	[	[	X
ijassa-1513	339	2	72	72	NUM
ijassa-1513	339	3	]	]	X
ijassa-1513	340	1	[	[	X
ijassa-1513	340	2	168	168	NUM
ijassa-1513	340	3	]	]	PUNCT
ijassa-1513	341	1	[	[	X
ijassa-1513	341	2	163	163	NUM
ijassa-1513	341	3	]	]	X
ijassa-1513	342	1	[	[	X
ijassa-1513	342	2	87	87	NUM
ijassa-1513	342	3	]	]	PUNCT
ijassa-1513	343	1	[	[	X
ijassa-1513	343	2	127	127	NUM
ijassa-1513	343	3	]	]	X
ijassa-1513	343	4	[	[	X
ijassa-1513	343	5	137	137	NUM
ijassa-1513	343	6	]	]	PUNCT
ijassa-1513	343	7	[	[	X
ijassa-1513	343	8	82	82	NUM
ijassa-1513	343	9	]	]	X
ijassa-1513	344	1	[	[	X
ijassa-1513	344	2	103	103	NUM
ijassa-1513	344	3	]	]	X
ijassa-1513	344	4	[	[	X
ijassa-1513	344	5	102	102	NUM
ijassa-1513	344	6	]	]	X
ijassa-1513	345	1	[	[	X
ijassa-1513	345	2	157	157	NUM
ijassa-1513	345	3	]	]	X
ijassa-1513	346	1	[	[	X
ijassa-1513	346	2	11	11	NUM
ijassa-1513	346	3	]	]	X
ijassa-1513	347	1	[	[	X
ijassa-1513	347	2	140	140	NUM
ijassa-1513	347	3	]	]	X
ijassa-1513	348	1	[	[	X
ijassa-1513	348	2	156	156	NUM
ijassa-1513	348	3	]	]	X
ijassa-1513	349	1	[	[	X
ijassa-1513	349	2	27	27	NUM
ijassa-1513	349	3	]	]	X
ijassa-1513	350	1	[	[	X
ijassa-1513	350	2	85	85	NUM
ijassa-1513	350	3	]	]	X
ijassa-1513	350	4	[	[	X
ijassa-1513	350	5	53	53	NUM
ijassa-1513	350	6	]	]	X
ijassa-1513	351	1	[	[	X
ijassa-1513	351	2	135	135	NUM
ijassa-1513	351	3	]	]	X
ijassa-1513	352	1	[	[	X
ijassa-1513	352	2	174	174	NUM
ijassa-1513	352	3	]	]	PUNCT
ijassa-1513	353	1	[	[	X
ijassa-1513	353	2	47	47	NUM
ijassa-1513	353	3	]	]	X
ijassa-1513	354	1	[	[	X
ijassa-1513	354	2	36	36	NUM
ijassa-1513	354	3	]	]	X
ijassa-1513	354	4	[	[	X
ijassa-1513	354	5	45	45	NUM
ijassa-1513	354	6	]	]	X
ijassa-1513	354	7	[	[	X
ijassa-1513	354	8	154	154	NUM
ijassa-1513	354	9	]	]	PUNCT
ijassa-1513	354	10	[	[	X
ijassa-1513	354	11	169	169	NUM
ijassa-1513	354	12	]	]	PUNCT
ijassa-1513	354	13	bow	bow	VERB
ijassa-1513	354	14	10.9	10.9	NUM
ijassa-1513	354	15	%	%	NOUN
ijassa-1513	354	16	(	(	PUNCT
ijassa-1513	354	17	12	12	NUM
ijassa-1513	354	18	of	of	ADP
ijassa-1513	354	19	110	110	NUM
ijassa-1513	354	20	)	)	PUNCT
ijassa-1513	355	1	[	[	X
ijassa-1513	355	2	56	56	NUM
ijassa-1513	355	3	]	]	X
ijassa-1513	356	1	[	[	X
ijassa-1513	356	2	162	162	NUM
ijassa-1513	356	3	]	]	X
ijassa-1513	356	4	[	[	X
ijassa-1513	356	5	14	14	NUM
ijassa-1513	356	6	]	]	X
ijassa-1513	357	1	[	[	X
ijassa-1513	357	2	8	8	NUM
ijassa-1513	357	3	]	]	X
ijassa-1513	357	4	[	[	X
ijassa-1513	357	5	103	103	NUM
ijassa-1513	357	6	]	]	X
ijassa-1513	358	1	[	[	X
ijassa-1513	358	2	11	11	NUM
ijassa-1513	358	3	]	]	X
ijassa-1513	359	1	[	[	X
ijassa-1513	359	2	3	3	X
ijassa-1513	359	3	]	]	X
ijassa-1513	359	4	[	[	X
ijassa-1513	359	5	44	44	NUM
ijassa-1513	359	6	]	]	PUNCT
ijassa-1513	360	1	[	[	X
ijassa-1513	360	2	28	28	NUM
ijassa-1513	360	3	]	]	X
ijassa-1513	361	1	[	[	X
ijassa-1513	361	2	92	92	NUM
ijassa-1513	361	3	]	]	PUNCT
ijassa-1513	362	1	[	[	X
ijassa-1513	362	2	69	69	NUM
ijassa-1513	362	3	]	]	X
ijassa-1513	363	1	[	[	X
ijassa-1513	363	2	21	21	NUM
ijassa-1513	363	3	]	]	PUNCT
ijassa-1513	363	4	glove	glove	NOUN
ijassa-1513	363	5	6.3	6.3	NUM
ijassa-1513	363	6	%	%	NOUN
ijassa-1513	363	7	(	(	PUNCT
ijassa-1513	363	8	7	7	NUM
ijassa-1513	363	9	of	of	ADP
ijassa-1513	363	10	110	110	NUM
ijassa-1513	363	11	)	)	PUNCT
ijassa-1513	364	1	[	[	X
ijassa-1513	364	2	54	54	NUM
ijassa-1513	364	3	]	]	PUNCT
ijassa-1513	365	1	[	[	X
ijassa-1513	365	2	102	102	NUM
ijassa-1513	365	3	]	]	X
ijassa-1513	366	1	[	[	X
ijassa-1513	366	2	103	103	NUM
ijassa-1513	366	3	]	]	X
ijassa-1513	367	1	[	[	X
ijassa-1513	367	2	176	176	X
ijassa-1513	367	3	]	]	X
ijassa-1513	368	1	[	[	X
ijassa-1513	368	2	177	177	NUM
ijassa-1513	368	3	]	]	X
ijassa-1513	368	4	[	[	X
ijassa-1513	368	5	81	81	NUM
ijassa-1513	368	6	]	]	PUNCT
ijassa-1513	368	7	[	[	X
ijassa-1513	368	8	152	152	NUM
ijassa-1513	368	9	]	]	PUNCT
ijassa-1513	368	10	fasttext	fasttext	NOUN
ijassa-1513	368	11	2.7	2.7	NUM
ijassa-1513	368	12	%	%	NOUN
ijassa-1513	368	13	(	(	PUNCT
ijassa-1513	368	14	3	3	NUM
ijassa-1513	368	15	of	of	ADP
ijassa-1513	368	16	110	110	NUM
ijassa-1513	368	17	)	)	PUNCT
ijassa-1513	368	18	[	[	X
ijassa-1513	368	19	103	103	NUM
ijassa-1513	368	20	]	]	X
ijassa-1513	369	1	[	[	X
ijassa-1513	369	2	53	53	NUM
ijassa-1513	369	3	]	]	X
ijassa-1513	369	4	[	[	X
ijassa-1513	369	5	166	166	NUM
ijassa-1513	369	6	]	]	PUNCT
ijassa-1513	369	7	doc2vec	doc2vec	NOUN
ijassa-1513	369	8	2.7	2.7	NUM
ijassa-1513	369	9	%	%	NOUN
ijassa-1513	369	10	(	(	PUNCT
ijassa-1513	369	11	3	3	NUM
ijassa-1513	369	12	of	of	ADP
ijassa-1513	369	13	110	110	NUM
ijassa-1513	369	14	)	)	PUNCT
ijassa-1513	370	1	[	[	X
ijassa-1513	370	2	30	30	NUM
ijassa-1513	370	3	]	]	X
ijassa-1513	371	1	[	[	X
ijassa-1513	371	2	157	157	NUM
ijassa-1513	371	3	]	]	X
ijassa-1513	372	1	[	[	X
ijassa-1513	372	2	92	92	NUM
ijassa-1513	372	3	]	]	PUNCT
ijassa-1513	372	4	in	in	ADP
ijassa-1513	372	5	the	the	DET
ijassa-1513	372	6	following	following	NOUN
ijassa-1513	372	7	,	,	PUNCT
ijassa-1513	372	8	we	we	PRON
ijassa-1513	372	9	briefly	briefly	ADV
ijassa-1513	372	10	outline	outline	VERB
ijassa-1513	372	11	the	the	DET
ijassa-1513	372	12	text	text	NOUN
ijassa-1513	372	13	representation	representation	NOUN
ijassa-1513	372	14	algorithms	algorithm	NOUN
ijassa-1513	372	15	highlighted	highlight	VERB
ijassa-1513	372	16	by	by	ADP
ijassa-1513	372	17	the	the	DET
ijassa-1513	372	18	review	review	NOUN
ijassa-1513	372	19	.	.	PUNCT
ijassa-1513	373	1	in	in	ADP
ijassa-1513	373	2	6.3	6.3	NUM
ijassa-1513	373	3	%	%	NOUN
ijassa-1513	373	4	of	of	ADP
ijassa-1513	373	5	the	the	DET
ijassa-1513	373	6	sources	source	NOUN
ijassa-1513	373	7	,	,	PUNCT
ijassa-1513	373	8	the	the	DET
ijassa-1513	373	9	bow	bow	NOUN
ijassa-1513	373	10	text	text	NOUN
ijassa-1513	373	11	representation	representation	NOUN
ijassa-1513	373	12	model	model	NOUN
ijassa-1513	373	13	is	be	AUX
ijassa-1513	373	14	used	use	VERB
ijassa-1513	373	15	.	.	PUNCT
ijassa-1513	374	1	the	the	DET
ijassa-1513	374	2	bow	bow	NOUN
ijassa-1513	374	3	model	model	NOUN
ijassa-1513	374	4	treats	treat	VERB
ijassa-1513	374	5	each	each	DET
ijassa-1513	374	6	document	document	NOUN
ijassa-1513	374	7	as	as	ADP
ijassa-1513	374	8	an	an	DET
ijassa-1513	374	9	unordered	unordered	ADJ
ijassa-1513	374	10	set	set	NOUN
ijassa-1513	374	11	of	of	ADP
ijassa-1513	374	12	words	word	NOUN
ijassa-1513	374	13	and	and	CCONJ
ijassa-1513	374	14	represents	represent	VERB
ijassa-1513	374	15	it	it	PRON
ijassa-1513	374	16	as	as	ADP
ijassa-1513	374	17	a	a	DET
ijassa-1513	374	18	sparse	sparse	ADJ
ijassa-1513	374	19	vector	vector	NOUN
ijassa-1513	374	20	,	,	PUNCT
ijassa-1513	374	21	where	where	SCONJ
ijassa-1513	374	22	each	each	DET
ijassa-1513	374	23	dimension	dimension	NOUN
ijassa-1513	374	24	corresponds	correspond	VERB
ijassa-1513	374	25	to	to	ADP
ijassa-1513	374	26	a	a	DET
ijassa-1513	374	27	unique	unique	ADJ
ijassa-1513	374	28	term	term	NOUN
ijassa-1513	374	29	in	in	ADP
ijassa-1513	374	30	the	the	DET
ijassa-1513	374	31	entire	entire	ADJ
ijassa-1513	374	32	corpus	corpus	NOUN
ijassa-1513	374	33	.	.	PUNCT
ijassa-1513	375	1	doc2vec	doc2vec	PROPN
ijassa-1513	375	2	,	,	PUNCT
ijassa-1513	375	3	also	also	ADV
ijassa-1513	375	4	known	know	VERB
ijassa-1513	375	5	as	as	ADP
ijassa-1513	375	6	paragraph	paragraph	NOUN
ijassa-1513	375	7	vectors	vector	NOUN
ijassa-1513	375	8	[	[	X
ijassa-1513	375	9	80	80	NUM
ijassa-1513	375	10	]	]	PUNCT
ijassa-1513	375	11	,	,	PUNCT
ijassa-1513	375	12	extends	extend	VERB
ijassa-1513	375	13	the	the	DET
ijassa-1513	375	14	concept	concept	NOUN
ijassa-1513	375	15	of	of	ADP
ijassa-1513	375	16	word	word	NOUN
ijassa-1513	375	17	embeddings	embedding	NOUN
ijassa-1513	375	18	to	to	PART
ijassa-1513	375	19	entire	entire	VERB
ijassa-1513	375	20	documents	document	NOUN
ijassa-1513	375	21	.	.	PUNCT
ijassa-1513	376	1	it	it	PRON
ijassa-1513	376	2	learns	learn	VERB
ijassa-1513	376	3	fixed	fix	VERB
ijassa-1513	376	4	-	-	PUNCT
ijassa-1513	376	5	length	length	NOUN
ijassa-1513	376	6	vector	vector	NOUN
ijassa-1513	376	7	representations	representation	NOUN
ijassa-1513	376	8	for	for	ADP
ijassa-1513	376	9	documents	document	NOUN
ijassa-1513	376	10	by	by	ADP
ijassa-1513	376	11	treating	treat	VERB
ijassa-1513	376	12	them	they	PRON
ijassa-1513	376	13	as	as	ADP
ijassa-1513	376	14	continuous	continuous	ADJ
ijassa-1513	376	15	pieces	piece	NOUN
ijassa-1513	376	16	of	of	ADP
ijassa-1513	376	17	text	text	NOUN
ijassa-1513	376	18	.	.	PUNCT
ijassa-1513	377	1	doc2vec	doc2vec	NOUN
ijassa-1513	377	2	employs	employ	VERB
ijassa-1513	377	3	a	a	DET
ijassa-1513	377	4	neural	neural	ADJ
ijassa-1513	377	5	network	network	NOUN
ijassa-1513	377	6	architecture	architecture	NOUN
ijassa-1513	377	7	that	that	PRON
ijassa-1513	377	8	combines	combine	VERB
ijassa-1513	377	9	word	word	NOUN
ijassa-1513	377	10	vectors	vector	NOUN
ijassa-1513	377	11	with	with	ADP
ijassa-1513	377	12	a	a	DET
ijassa-1513	377	13	document	document	NOUN
ijassa-1513	377	14	-	-	PUNCT
ijassa-1513	377	15	specific	specific	ADJ
ijassa-1513	377	16	vector	vector	NOUN
ijassa-1513	377	17	.	.	PUNCT
ijassa-1513	378	1	source	source	NOUN
ijassa-1513	378	2	[	[	X
ijassa-1513	378	3	96	96	NUM
ijassa-1513	378	4	]	]	PUNCT
ijassa-1513	378	5	employs	employ	VERB
ijassa-1513	378	6	an	an	DET
ijassa-1513	378	7	algorithm	algorithm	NOUN
ijassa-1513	378	8	founded	found	VERB
ijassa-1513	378	9	upon	upon	SCONJ
ijassa-1513	378	10	word2vec	word2vec	PROPN
ijassa-1513	378	11	,	,	PUNCT
ijassa-1513	378	12	known	know	VERB
ijassa-1513	378	13	as	as	ADP
ijassa-1513	378	14	towe	towe	NOUN
ijassa-1513	378	15	(	(	PUNCT
ijassa-1513	378	16	taskoriented	taskoriente	VERB
ijassa-1513	378	17	word	word	NOUN
ijassa-1513	378	18	embedding	embed	VERB
ijassa-1513	378	19	)	)	PUNCT
ijassa-1513	378	20	,	,	PUNCT
ijassa-1513	378	21	tailored	tailor	VERB
ijassa-1513	378	22	explicitly	explicitly	ADV
ijassa-1513	378	23	for	for	ADP
ijassa-1513	378	24	text	text	NOUN
ijassa-1513	378	25	classification	classification	NOUN
ijassa-1513	378	26	tasks	task	NOUN
ijassa-1513	378	27	.	.	PUNCT
ijassa-1513	379	1	it	it	PRON
ijassa-1513	379	2	introduces	introduce	VERB
ijassa-1513	379	3	a	a	DET
ijassa-1513	379	4	function	function	NOUN
ijassa-1513	379	5	-	-	PUNCT
ijassa-1513	379	6	aware	aware	ADJ
ijassa-1513	379	7	component	component	NOUN
ijassa-1513	379	8	,	,	PUNCT
ijassa-1513	379	9	strategically	strategically	ADV
ijassa-1513	379	10	accentuating	accentuate	VERB
ijassa-1513	379	11	the	the	DET
ijassa-1513	379	12	functional	functional	ADJ
ijassa-1513	379	13	attributes	attribute	NOUN
ijassa-1513	379	14	of	of	ADP
ijassa-1513	379	15	words	word	NOUN
ijassa-1513	379	16	within	within	ADP
ijassa-1513	379	17	the	the	DET
ijassa-1513	379	18	embedding	embed	VERB
ijassa-1513	379	19	space	space	NOUN
ijassa-1513	379	20	.	.	PUNCT
ijassa-1513	380	1	144	144	NUM
ijassa-1513	380	2	a.	a.	NOUN
ijassa-1513	380	3	kravets	kravet	NOUN
ijassa-1513	380	4	,	,	PUNCT
ijassa-1513	380	5	d.	d.	PROPN
ijassa-1513	380	6	semenochkin	semenochkin	PROPN
ijassa-1513	380	7	copyright	copyright	NOUN
ijassa-1513	380	8	©	©	PROPN
ijassa-1513	380	9	2024	2024	NUM
ijassa-1513	380	10	assa	assa	PROPN
ijassa-1513	380	11	adv	adv	PROPN
ijassa-1513	380	12	.	.	PUNCT
ijassa-1513	381	1	in	in	ADP
ijassa-1513	381	2	systems	system	NOUN
ijassa-1513	381	3	science	science	NOUN
ijassa-1513	381	4	and	and	CCONJ
ijassa-1513	381	5	appl	appl	NOUN
ijassa-1513	381	6	.	.	PUNCT
ijassa-1513	382	1	(	(	PUNCT
ijassa-1513	382	2	2024	2024	NUM
ijassa-1513	382	3	)	)	PUNCT
ijassa-1513	382	4	source	source	NOUN
ijassa-1513	382	5	[	[	X
ijassa-1513	382	6	89	89	NUM
ijassa-1513	382	7	]	]	PUNCT
ijassa-1513	382	8	presents	present	VERB
ijassa-1513	382	9	an	an	DET
ijassa-1513	382	10	enhanced	enhanced	ADJ
ijassa-1513	382	11	tf	tf	PROPN
ijassa-1513	382	12	-	-	PUNCT
ijassa-1513	382	13	idf	idf	PROPN
ijassa-1513	382	14	algorithm	algorithm	NOUN
ijassa-1513	382	15	that	that	PRON
ijassa-1513	382	16	emphasizes	emphasize	VERB
ijassa-1513	382	17	the	the	DET
ijassa-1513	382	18	concentration	concentration	NOUN
ijassa-1513	382	19	of	of	ADP
ijassa-1513	382	20	feature	feature	NOUN
ijassa-1513	382	21	words	word	NOUN
ijassa-1513	382	22	within	within	ADP
ijassa-1513	382	23	specific	specific	ADJ
ijassa-1513	382	24	categories	category	NOUN
ijassa-1513	382	25	,	,	PUNCT
ijassa-1513	382	26	the	the	DET
ijassa-1513	382	27	dispersion	dispersion	NOUN
ijassa-1513	382	28	degree	degree	NOUN
ijassa-1513	382	29	within	within	ADP
ijassa-1513	382	30	a	a	DET
ijassa-1513	382	31	class	class	NOUN
ijassa-1513	382	32	,	,	PUNCT
ijassa-1513	382	33	and	and	CCONJ
ijassa-1513	382	34	the	the	DET
ijassa-1513	382	35	strength	strength	NOUN
ijassa-1513	382	36	of	of	ADP
ijassa-1513	382	37	association	association	NOUN
ijassa-1513	382	38	between	between	ADP
ijassa-1513	382	39	a	a	DET
ijassa-1513	382	40	feature	feature	NOUN
ijassa-1513	382	41	word	word	NOUN
ijassa-1513	382	42	and	and	CCONJ
ijassa-1513	382	43	a	a	DET
ijassa-1513	382	44	class	class	NOUN
ijassa-1513	382	45	.	.	PUNCT
ijassa-1513	383	1	source	source	NOUN
ijassa-1513	383	2	[	[	X
ijassa-1513	383	3	142	142	NUM
ijassa-1513	383	4	]	]	PUNCT
ijassa-1513	383	5	introduces	introduce	VERB
ijassa-1513	383	6	the	the	DET
ijassa-1513	383	7	tax2vec	tax2vec	NOUN
ijassa-1513	383	8	approach	approach	NOUN
ijassa-1513	383	9	,	,	PUNCT
ijassa-1513	383	10	which	which	PRON
ijassa-1513	383	11	integrates	integrate	VERB
ijassa-1513	383	12	semantic	semantic	ADJ
ijassa-1513	383	13	information	information	NOUN
ijassa-1513	383	14	from	from	ADP
ijassa-1513	383	15	taxonomies	taxonomy	NOUN
ijassa-1513	383	16	to	to	PART
ijassa-1513	383	17	construct	construct	VERB
ijassa-1513	383	18	enhanced	enhanced	ADJ
ijassa-1513	383	19	semantic	semantic	ADJ
ijassa-1513	383	20	features	feature	NOUN
ijassa-1513	383	21	for	for	ADP
ijassa-1513	383	22	improving	improve	VERB
ijassa-1513	383	23	the	the	DET
ijassa-1513	383	24	performance	performance	NOUN
ijassa-1513	383	25	of	of	ADP
ijassa-1513	383	26	short	short	ADJ
ijassa-1513	383	27	text	text	NOUN
ijassa-1513	383	28	classification	classification	NOUN
ijassa-1513	383	29	.	.	PUNCT
ijassa-1513	384	1	this	this	DET
ijassa-1513	384	2	novel	novel	ADJ
ijassa-1513	384	3	algorithm	algorithm	NOUN
ijassa-1513	384	4	leverages	leverage	VERB
ijassa-1513	384	5	a	a	DET
ijassa-1513	384	6	labeled	label	VERB
ijassa-1513	384	7	or	or	CCONJ
ijassa-1513	384	8	unlabeled	unlabeled	ADJ
ijassa-1513	384	9	corpus	corpus	NOUN
ijassa-1513	384	10	of	of	ADP
ijassa-1513	384	11	documents	document	NOUN
ijassa-1513	384	12	and	and	CCONJ
ijassa-1513	384	13	a	a	DET
ijassa-1513	384	14	taxonomy	taxonomy	NOUN
ijassa-1513	384	15	of	of	ADP
ijassa-1513	384	16	words	word	NOUN
ijassa-1513	384	17	.	.	PUNCT
ijassa-1513	385	1	source	source	NOUN
ijassa-1513	385	2	[	[	X
ijassa-1513	385	3	162	162	NUM
ijassa-1513	385	4	]	]	PUNCT
ijassa-1513	385	5	introduces	introduce	VERB
ijassa-1513	385	6	a	a	DET
ijassa-1513	385	7	novel	novel	ADJ
ijassa-1513	385	8	approach	approach	NOUN
ijassa-1513	385	9	termed	term	VERB
ijassa-1513	385	10	the	the	DET
ijassa-1513	385	11	attribute	attribute	NOUN
ijassa-1513	385	12	of	of	ADP
ijassa-1513	385	13	network	network	NOUN
ijassa-1513	385	14	extended	extend	VERB
ijassa-1513	385	15	to	to	ADP
ijassa-1513	385	16	bag	bag	NOUN
ijassa-1513	385	17	-	-	PUNCT
ijassa-1513	385	18	of	of	ADP
ijassa-1513	385	19	-	-	PUNCT
ijassa-1513	385	20	words	word	NOUN
ijassa-1513	385	21	(	(	PUNCT
ijassa-1513	385	22	aebow	aebow	NOUN
ijassa-1513	385	23	)	)	PUNCT
ijassa-1513	385	24	model	model	NOUN
ijassa-1513	385	25	.	.	PUNCT
ijassa-1513	386	1	aebow	aebow	PROPN
ijassa-1513	386	2	seeks	seek	VERB
ijassa-1513	386	3	to	to	PART
ijassa-1513	386	4	enhance	enhance	VERB
ijassa-1513	386	5	traditional	traditional	ADJ
ijassa-1513	386	6	bow	bow	NOUN
ijassa-1513	386	7	representations	representation	NOUN
ijassa-1513	386	8	by	by	ADP
ijassa-1513	386	9	incorporating	incorporate	VERB
ijassa-1513	386	10	attribute	attribute	NOUN
ijassa-1513	386	11	weights	weight	NOUN
ijassa-1513	386	12	from	from	ADP
ijassa-1513	386	13	a	a	DET
ijassa-1513	386	14	network	network	NOUN
ijassa-1513	386	15	structure	structure	NOUN
ijassa-1513	386	16	.	.	PUNCT
ijassa-1513	387	1	4.2.2	4.2.2	NUM
ijassa-1513	387	2	feature	feature	NOUN
ijassa-1513	387	3	selection	selection	NOUN
ijassa-1513	387	4	in	in	ADP
ijassa-1513	387	5	the	the	DET
ijassa-1513	387	6	corpus	corpus	NOUN
ijassa-1513	387	7	of	of	ADP
ijassa-1513	387	8	research	research	NOUN
ijassa-1513	387	9	articles	article	NOUN
ijassa-1513	387	10	reviewed	review	VERB
ijassa-1513	387	11	,	,	PUNCT
ijassa-1513	387	12	it	it	PRON
ijassa-1513	387	13	is	be	AUX
ijassa-1513	387	14	noteworthy	noteworthy	ADJ
ijassa-1513	387	15	that	that	SCONJ
ijassa-1513	387	16	only	only	ADV
ijassa-1513	387	17	a	a	DET
ijassa-1513	387	18	minority	minority	NOUN
ijassa-1513	387	19	,	,	PUNCT
ijassa-1513	387	20	specifically	specifically	ADV
ijassa-1513	387	21	15.45	15.45	NUM
ijassa-1513	387	22	%	%	NOUN
ijassa-1513	387	23	,	,	PUNCT
ijassa-1513	387	24	explicitly	explicitly	ADV
ijassa-1513	387	25	incorporate	incorporate	VERB
ijassa-1513	387	26	feature	feature	NOUN
ijassa-1513	387	27	selection	selection	NOUN
ijassa-1513	387	28	techniques	technique	NOUN
ijassa-1513	387	29	within	within	ADP
ijassa-1513	387	30	their	their	PRON
ijassa-1513	387	31	text	text	NOUN
ijassa-1513	387	32	classification	classification	NOUN
ijassa-1513	387	33	methodologies	methodology	NOUN
ijassa-1513	387	34	(	(	PUNCT
ijassa-1513	387	35	[	[	X
ijassa-1513	387	36	171	171	X
ijassa-1513	387	37	]	]	X
ijassa-1513	388	1	[	[	X
ijassa-1513	388	2	59	59	NUM
ijassa-1513	388	3	]	]	PUNCT
ijassa-1513	389	1	[	[	X
ijassa-1513	389	2	14	14	NUM
ijassa-1513	389	3	]	]	X
ijassa-1513	390	1	[	[	X
ijassa-1513	390	2	139	139	NUM
ijassa-1513	390	3	]	]	X
ijassa-1513	391	1	[	[	X
ijassa-1513	391	2	124	124	NUM
ijassa-1513	391	3	]	]	X
ijassa-1513	392	1	[	[	X
ijassa-1513	392	2	149	149	NUM
ijassa-1513	392	3	]	]	X
ijassa-1513	393	1	[	[	X
ijassa-1513	393	2	79	79	NUM
ijassa-1513	393	3	]	]	X
ijassa-1513	394	1	[	[	X
ijassa-1513	394	2	129	129	NUM
ijassa-1513	394	3	]	]	PUNCT
ijassa-1513	395	1	[	[	X
ijassa-1513	395	2	142	142	NUM
ijassa-1513	395	3	]	]	PUNCT
ijassa-1513	396	1	[	[	X
ijassa-1513	396	2	130	130	NUM
ijassa-1513	396	3	]	]	PUNCT
ijassa-1513	397	1	[	[	X
ijassa-1513	397	2	158	158	NUM
ijassa-1513	397	3	]	]	X
ijassa-1513	398	1	[	[	X
ijassa-1513	398	2	3	3	X
ijassa-1513	398	3	]	]	X
ijassa-1513	399	1	[	[	X
ijassa-1513	399	2	152	152	NUM
ijassa-1513	399	3	]	]	X
ijassa-1513	399	4	[	[	X
ijassa-1513	399	5	51	51	NUM
ijassa-1513	399	6	]	]	X
ijassa-1513	400	1	[	[	X
ijassa-1513	400	2	5	5	NUM
ijassa-1513	400	3	]	]	X
ijassa-1513	400	4	[	[	X
ijassa-1513	400	5	6	6	NUM
ijassa-1513	400	6	]	]	X
ijassa-1513	400	7	[	[	X
ijassa-1513	400	8	2	2	NUM
ijassa-1513	400	9	]	]	PUNCT
ijassa-1513	400	10	)	)	PUNCT
ijassa-1513	400	11	.	.	PUNCT
ijassa-1513	401	1	among	among	ADP
ijassa-1513	401	2	the	the	DET
ijassa-1513	401	3	feature	feature	NOUN
ijassa-1513	401	4	selection	selection	NOUN
ijassa-1513	401	5	methods	method	NOUN
ijassa-1513	401	6	encountered	encounter	VERB
ijassa-1513	401	7	,	,	PUNCT
ijassa-1513	401	8	the	the	DET
ijassa-1513	401	9	chi	chi	NOUN
ijassa-1513	401	10	-	-	PUNCT
ijassa-1513	401	11	square	square	ADJ
ijassa-1513	401	12	(	(	PUNCT
ijassa-1513	401	13	chi	chi	ADJ
ijassa-1513	401	14	)	)	PUNCT
ijassa-1513	401	15	algorithm	algorithm	NOUN
ijassa-1513	401	16	emerges	emerge	VERB
ijassa-1513	401	17	as	as	ADP
ijassa-1513	401	18	the	the	DET
ijassa-1513	401	19	most	most	ADV
ijassa-1513	401	20	prevalent	prevalent	ADJ
ijassa-1513	401	21	and	and	CCONJ
ijassa-1513	401	22	widely	widely	ADV
ijassa-1513	401	23	adopted	adopt	VERB
ijassa-1513	401	24	(	(	PUNCT
ijassa-1513	401	25	[	[	X
ijassa-1513	401	26	171	171	NUM
ijassa-1513	401	27	]	]	X
ijassa-1513	402	1	[	[	X
ijassa-1513	402	2	124	124	NUM
ijassa-1513	402	3	]	]	X
ijassa-1513	403	1	[	[	X
ijassa-1513	403	2	149	149	NUM
ijassa-1513	403	3	]	]	X
ijassa-1513	404	1	[	[	X
ijassa-1513	404	2	129	129	NUM
ijassa-1513	404	3	]	]	PUNCT
ijassa-1513	405	1	[	[	X
ijassa-1513	405	2	152	152	NUM
ijassa-1513	405	3	]	]	X
ijassa-1513	405	4	[	[	X
ijassa-1513	405	5	51	51	NUM
ijassa-1513	405	6	]	]	X
ijassa-1513	405	7	[	[	X
ijassa-1513	405	8	6	6	NUM
ijassa-1513	405	9	]	]	NUM
ijassa-1513	405	10	)	)	PUNCT
ijassa-1513	405	11	.	.	PUNCT
ijassa-1513	406	1	information	information	NOUN
ijassa-1513	406	2	gain	gain	NOUN
ijassa-1513	406	3	stands	stand	VERB
ijassa-1513	406	4	as	as	ADP
ijassa-1513	406	5	the	the	DET
ijassa-1513	406	6	second	second	ADJ
ijassa-1513	406	7	most	most	ADV
ijassa-1513	406	8	prevalent	prevalent	ADJ
ijassa-1513	406	9	feature	feature	NOUN
ijassa-1513	406	10	selection	selection	NOUN
ijassa-1513	406	11	algorithm	algorithm	NOUN
ijassa-1513	406	12	within	within	ADP
ijassa-1513	406	13	the	the	DET
ijassa-1513	406	14	scope	scope	NOUN
ijassa-1513	406	15	of	of	ADP
ijassa-1513	406	16	this	this	DET
ijassa-1513	406	17	review	review	NOUN
ijassa-1513	406	18	(	(	PUNCT
ijassa-1513	406	19	[	[	X
ijassa-1513	406	20	139	139	NUM
ijassa-1513	406	21	]	]	X
ijassa-1513	407	1	[	[	X
ijassa-1513	407	2	129	129	NUM
ijassa-1513	407	3	]	]	PUNCT
ijassa-1513	408	1	[	[	X
ijassa-1513	408	2	142	142	NUM
ijassa-1513	408	3	]	]	PUNCT
ijassa-1513	408	4	[	[	X
ijassa-1513	408	5	51	51	NUM
ijassa-1513	408	6	]	]	X
ijassa-1513	409	1	[	[	X
ijassa-1513	409	2	5	5	NUM
ijassa-1513	409	3	]	]	NUM
ijassa-1513	409	4	)	)	PUNCT
ijassa-1513	409	5	.	.	PUNCT
ijassa-1513	410	1	sources	source	NOUN
ijassa-1513	411	1	[	[	X
ijassa-1513	411	2	129	129	NUM
ijassa-1513	411	3	]	]	PUNCT
ijassa-1513	411	4	and	and	CCONJ
ijassa-1513	411	5	[	[	X
ijassa-1513	411	6	142	142	NUM
ijassa-1513	411	7	]	]	PUNCT
ijassa-1513	411	8	utilize	utilize	VERB
ijassa-1513	411	9	mi	mi	PROPN
ijassa-1513	411	10	as	as	ADP
ijassa-1513	411	11	a	a	DET
ijassa-1513	411	12	feature	feature	NOUN
ijassa-1513	411	13	selection	selection	NOUN
ijassa-1513	411	14	algorithm	algorithm	NOUN
ijassa-1513	411	15	.	.	PUNCT
ijassa-1513	412	1	sources	source	NOUN
ijassa-1513	413	1	[	[	X
ijassa-1513	413	2	129	129	NUM
ijassa-1513	413	3	]	]	PUNCT
ijassa-1513	413	4	and	and	CCONJ
ijassa-1513	413	5	[	[	X
ijassa-1513	413	6	51	51	NUM
ijassa-1513	413	7	]	]	PUNCT
ijassa-1513	413	8	employ	employ	NOUN
ijassa-1513	413	9	document	document	NOUN
ijassa-1513	413	10	frequency	frequency	NOUN
ijassa-1513	413	11	(	(	PUNCT
ijassa-1513	413	12	df	df	PROPN
ijassa-1513	413	13	)	)	PUNCT
ijassa-1513	413	14	as	as	ADP
ijassa-1513	413	15	a	a	DET
ijassa-1513	413	16	feature	feature	NOUN
ijassa-1513	413	17	selection	selection	NOUN
ijassa-1513	413	18	algorithm	algorithm	NOUN
ijassa-1513	413	19	.	.	PUNCT
ijassa-1513	414	1	df	df	PROPN
ijassa-1513	414	2	assesses	assess	VERB
ijassa-1513	414	3	the	the	DET
ijassa-1513	414	4	importance	importance	NOUN
ijassa-1513	414	5	of	of	ADP
ijassa-1513	414	6	a	a	DET
ijassa-1513	414	7	feature	feature	NOUN
ijassa-1513	414	8	by	by	ADP
ijassa-1513	414	9	quantifying	quantify	VERB
ijassa-1513	414	10	the	the	DET
ijassa-1513	414	11	number	number	NOUN
ijassa-1513	414	12	of	of	ADP
ijassa-1513	414	13	documents	document	NOUN
ijassa-1513	414	14	in	in	ADP
ijassa-1513	414	15	which	which	PRON
ijassa-1513	414	16	it	it	PRON
ijassa-1513	414	17	appears	appear	VERB
ijassa-1513	414	18	.	.	PUNCT
ijassa-1513	415	1	source	source	NOUN
ijassa-1513	415	2	[	[	X
ijassa-1513	415	3	59	59	NUM
ijassa-1513	415	4	]	]	PUNCT
ijassa-1513	415	5	utilizes	utilize	NOUN
ijassa-1513	415	6	normalized	normalize	VERB
ijassa-1513	415	7	difference	difference	NOUN
ijassa-1513	415	8	measure	measure	NOUN
ijassa-1513	415	9	(	(	PUNCT
ijassa-1513	415	10	ndm	ndm	PROPN
ijassa-1513	415	11	)	)	PUNCT
ijassa-1513	415	12	as	as	ADP
ijassa-1513	415	13	a	a	DET
ijassa-1513	415	14	feature	feature	NOUN
ijassa-1513	415	15	selection	selection	NOUN
ijassa-1513	415	16	algorithm	algorithm	NOUN
ijassa-1513	415	17	.	.	PUNCT
ijassa-1513	416	1	ndm	ndm	PROPN
ijassa-1513	416	2	quantifies	quantify	VERB
ijassa-1513	416	3	the	the	DET
ijassa-1513	416	4	dissimilarity	dissimilarity	NOUN
ijassa-1513	416	5	between	between	ADP
ijassa-1513	416	6	term	term	NOUN
ijassa-1513	416	7	distributions	distribution	NOUN
ijassa-1513	416	8	in	in	ADP
ijassa-1513	416	9	different	different	ADJ
ijassa-1513	416	10	classes	class	NOUN
ijassa-1513	416	11	.	.	PUNCT
ijassa-1513	417	1	source	source	NOUN
ijassa-1513	417	2	[	[	X
ijassa-1513	417	3	14	14	NUM
ijassa-1513	417	4	]	]	PUNCT
ijassa-1513	417	5	employs	employ	VERB
ijassa-1513	417	6	genetic	genetic	ADJ
ijassa-1513	417	7	algorithms	algorithm	NOUN
ijassa-1513	417	8	(	(	PUNCT
ijassa-1513	417	9	ga	ga	NOUN
ijassa-1513	417	10	)	)	PUNCT
ijassa-1513	417	11	as	as	ADP
ijassa-1513	417	12	a	a	DET
ijassa-1513	417	13	feature	feature	NOUN
ijassa-1513	417	14	selection	selection	NOUN
ijassa-1513	417	15	technique	technique	NOUN
ijassa-1513	417	16	.	.	PUNCT
ijassa-1513	418	1	gas	gas	NOUN
ijassa-1513	418	2	are	be	AUX
ijassa-1513	418	3	optimization	optimization	NOUN
ijassa-1513	418	4	algorithms	algorithm	NOUN
ijassa-1513	418	5	inspired	inspire	VERB
ijassa-1513	418	6	by	by	ADP
ijassa-1513	418	7	the	the	DET
ijassa-1513	418	8	process	process	NOUN
ijassa-1513	418	9	of	of	ADP
ijassa-1513	418	10	natural	natural	ADJ
ijassa-1513	418	11	selection	selection	NOUN
ijassa-1513	418	12	.	.	PUNCT
ijassa-1513	419	1	they	they	PRON
ijassa-1513	419	2	iteratively	iteratively	ADV
ijassa-1513	419	3	evolve	evolve	VERB
ijassa-1513	419	4	a	a	DET
ijassa-1513	419	5	population	population	NOUN
ijassa-1513	419	6	of	of	ADP
ijassa-1513	419	7	feature	feature	NOUN
ijassa-1513	419	8	subsets	subset	NOUN
ijassa-1513	419	9	to	to	PART
ijassa-1513	419	10	maximize	maximize	VERB
ijassa-1513	419	11	classification	classification	NOUN
ijassa-1513	419	12	performance	performance	NOUN
ijassa-1513	419	13	.	.	PUNCT
ijassa-1513	420	1	moreover	moreover	ADV
ijassa-1513	420	2	,	,	PUNCT
ijassa-1513	420	3	it	it	PRON
ijassa-1513	420	4	is	be	AUX
ijassa-1513	420	5	noteworthy	noteworthy	ADJ
ijassa-1513	420	6	that	that	SCONJ
ijassa-1513	420	7	source	source	NOUN
ijassa-1513	421	1	[	[	X
ijassa-1513	421	2	139	139	NUM
ijassa-1513	421	3	]	]	PUNCT
ijassa-1513	421	4	introduces	introduce	VERB
ijassa-1513	421	5	a	a	DET
ijassa-1513	421	6	novel	novel	ADJ
ijassa-1513	421	7	adaptation	adaptation	NOUN
ijassa-1513	421	8	of	of	ADP
ijassa-1513	421	9	the	the	DET
ijassa-1513	421	10	information	information	NOUN
ijassa-1513	421	11	gain	gain	NOUN
ijassa-1513	421	12	algorithm	algorithm	NOUN
ijassa-1513	421	13	,	,	PUNCT
ijassa-1513	421	14	termed	term	VERB
ijassa-1513	421	15	maximizing	maximize	VERB
ijassa-1513	421	16	global	global	ADJ
ijassa-1513	421	17	information	information	NOUN
ijassa-1513	421	18	gain	gain	NOUN
ijassa-1513	421	19	(	(	PUNCT
ijassa-1513	421	20	mgig	mgig	NOUN
ijassa-1513	421	21	)	)	PUNCT
ijassa-1513	421	22	.	.	PUNCT
ijassa-1513	422	1	this	this	DET
ijassa-1513	422	2	innovative	innovative	ADJ
ijassa-1513	422	3	approach	approach	NOUN
ijassa-1513	422	4	substantially	substantially	ADV
ijassa-1513	422	5	mitigates	mitigate	VERB
ijassa-1513	422	6	computational	computational	ADJ
ijassa-1513	422	7	complexity	complexity	NOUN
ijassa-1513	422	8	,	,	PUNCT
ijassa-1513	422	9	reducing	reduce	VERB
ijassa-1513	422	10	it	it	PRON
ijassa-1513	422	11	from	from	ADP
ijassa-1513	422	12	o(vk2	o(vk2	ADJ
ijassa-1513	422	13	)	)	PUNCT
ijassa-1513	422	14	to	to	ADP
ijassa-1513	422	15	o(vk	o(vk	NUM
ijassa-1513	422	16	)	)	PUNCT
ijassa-1513	422	17	,	,	PUNCT
ijassa-1513	422	18	where	where	SCONJ
ijassa-1513	422	19	v	v	NOUN
ijassa-1513	422	20	signifies	signify	VERB
ijassa-1513	422	21	the	the	DET
ijassa-1513	422	22	number	number	NOUN
ijassa-1513	422	23	of	of	ADP
ijassa-1513	422	24	terms	term	NOUN
ijassa-1513	422	25	and	and	CCONJ
ijassa-1513	422	26	k	k	PROPN
ijassa-1513	422	27	represents	represent	VERB
ijassa-1513	422	28	the	the	DET
ijassa-1513	422	29	number	number	NOUN
ijassa-1513	422	30	of	of	ADP
ijassa-1513	422	31	terms	term	NOUN
ijassa-1513	422	32	.	.	PUNCT
ijassa-1513	423	1	source	source	NOUN
ijassa-1513	423	2	[	[	X
ijassa-1513	423	3	149	149	NUM
ijassa-1513	423	4	]	]	PUNCT
ijassa-1513	423	5	employs	employ	VERB
ijassa-1513	423	6	a	a	DET
ijassa-1513	423	7	trio	trio	NOUN
ijassa-1513	423	8	of	of	ADP
ijassa-1513	423	9	feature	feature	NOUN
ijassa-1513	423	10	selection	selection	NOUN
ijassa-1513	423	11	algorithms	algorithm	NOUN
ijassa-1513	423	12	:	:	PUNCT
ijassa-1513	423	13	poisson	poisson	NOUN
ijassa-1513	423	14	distribution	distribution	NOUN
ijassa-1513	423	15	,	,	PUNCT
ijassa-1513	423	16	relative	relative	ADJ
ijassa-1513	423	17	discrimination	discrimination	NOUN
ijassa-1513	423	18	criterion	criterion	NOUN
ijassa-1513	423	19	,	,	PUNCT
ijassa-1513	423	20	and	and	CCONJ
ijassa-1513	423	21	discriminative	discriminative	NOUN
ijassa-1513	423	22	features	feature	VERB
ijassa-1513	423	23	selection	selection	NOUN
ijassa-1513	423	24	(	(	PUNCT
ijassa-1513	423	25	dfss	dfss	NOUN
ijassa-1513	423	26	)	)	PUNCT
ijassa-1513	423	27	.	.	PUNCT
ijassa-1513	424	1	poisson	poisson	NOUN
ijassa-1513	424	2	distribution	distribution	NOUN
ijassa-1513	424	3	models	model	NOUN
ijassa-1513	424	4	feature	feature	VERB
ijassa-1513	424	5	occurrence	occurrence	NOUN
ijassa-1513	424	6	in	in	ADP
ijassa-1513	424	7	documents	document	NOUN
ijassa-1513	424	8	as	as	ADP
ijassa-1513	424	9	a	a	DET
ijassa-1513	424	10	poisson	poisson	NOUN
ijassa-1513	424	11	process	process	NOUN
ijassa-1513	424	12	[	[	X
ijassa-1513	424	13	119	119	NUM
ijassa-1513	424	14	]	]	PUNCT
ijassa-1513	424	15	.	.	PUNCT
ijassa-1513	425	1	features	feature	NOUN
ijassa-1513	425	2	with	with	ADP
ijassa-1513	425	3	a	a	DET
ijassa-1513	425	4	significantly	significantly	ADV
ijassa-1513	425	5	different	different	ADJ
ijassa-1513	425	6	poisson	poisson	NOUN
ijassa-1513	425	7	distribution	distribution	NOUN
ijassa-1513	425	8	across	across	ADP
ijassa-1513	425	9	classes	class	NOUN
ijassa-1513	425	10	are	be	AUX
ijassa-1513	425	11	selected	select	VERB
ijassa-1513	425	12	.	.	PUNCT
ijassa-1513	426	1	relative	relative	ADJ
ijassa-1513	426	2	discrimination	discrimination	NOUN
ijassa-1513	426	3	criterion	criterion	NOUN
ijassa-1513	426	4	evaluates	evaluate	NOUN
ijassa-1513	426	5	feature	feature	VERB
ijassa-1513	426	6	importance	importance	NOUN
ijassa-1513	426	7	based	base	VERB
ijassa-1513	426	8	on	on	ADP
ijassa-1513	426	9	the	the	DET
ijassa-1513	426	10	relative	relative	ADJ
ijassa-1513	426	11	entropy	entropy	NOUN
ijassa-1513	426	12	between	between	ADP
ijassa-1513	426	13	class	class	NOUN
ijassa-1513	426	14	-	-	PUNCT
ijassa-1513	426	15	conditional	conditional	ADJ
ijassa-1513	426	16	feature	feature	NOUN
ijassa-1513	426	17	distributions	distribution	NOUN
ijassa-1513	426	18	[	[	X
ijassa-1513	426	19	131	131	NUM
ijassa-1513	426	20	]	]	PUNCT
ijassa-1513	426	21	.	.	PUNCT
ijassa-1513	427	1	features	feature	NOUN
ijassa-1513	427	2	that	that	PRON
ijassa-1513	427	3	exhibit	exhibit	VERB
ijassa-1513	427	4	higher	high	ADJ
ijassa-1513	427	5	relative	relative	ADJ
ijassa-1513	427	6	discrimination	discrimination	NOUN
ijassa-1513	427	7	are	be	AUX
ijassa-1513	427	8	chosen	choose	VERB
ijassa-1513	427	9	.	.	PUNCT
ijassa-1513	428	1	source	source	NOUN
ijassa-1513	428	2	[	[	X
ijassa-1513	428	3	79	79	NUM
ijassa-1513	428	4	]	]	PUNCT
ijassa-1513	428	5	employs	employ	VERB
ijassa-1513	428	6	the	the	DET
ijassa-1513	428	7	firefly	firefly	NOUN
ijassa-1513	428	8	algorithm	algorithm	NOUN
ijassa-1513	428	9	as	as	ADP
ijassa-1513	428	10	a	a	DET
ijassa-1513	428	11	feature	feature	NOUN
ijassa-1513	428	12	selection	selection	NOUN
ijassa-1513	428	13	technique	technique	NOUN
ijassa-1513	428	14	.	.	PUNCT
ijassa-1513	429	1	the	the	DET
ijassa-1513	429	2	firefly	firefly	NOUN
ijassa-1513	429	3	algorithm	algorithm	NOUN
ijassa-1513	429	4	is	be	AUX
ijassa-1513	429	5	a	a	DET
ijassa-1513	429	6	nature	nature	NOUN
ijassa-1513	429	7	-	-	PUNCT
ijassa-1513	429	8	inspired	inspire	VERB
ijassa-1513	429	9	optimization	optimization	NOUN
ijassa-1513	429	10	algorithm	algorithm	NOUN
ijassa-1513	429	11	that	that	PRON
ijassa-1513	429	12	models	model	VERB
ijassa-1513	429	13	the	the	DET
ijassa-1513	429	14	flashing	flash	VERB
ijassa-1513	429	15	behavior	behavior	NOUN
ijassa-1513	429	16	of	of	ADP
ijassa-1513	429	17	fireflies	firefly	NOUN
ijassa-1513	429	18	to	to	PART
ijassa-1513	429	19	solve	solve	VERB
ijassa-1513	429	20	optimization	optimization	NOUN
ijassa-1513	429	21	problems	problem	NOUN
ijassa-1513	429	22	[	[	X
ijassa-1513	429	23	164	164	NUM
ijassa-1513	429	24	]	]	PUNCT
ijassa-1513	429	25	.	.	PUNCT
ijassa-1513	430	1	in	in	ADP
ijassa-1513	430	2	the	the	DET
ijassa-1513	430	3	context	context	NOUN
ijassa-1513	430	4	of	of	ADP
ijassa-1513	430	5	feature	feature	NOUN
ijassa-1513	430	6	selection	selection	NOUN
ijassa-1513	430	7	,	,	PUNCT
ijassa-1513	430	8	it	it	PRON
ijassa-1513	430	9	operates	operate	VERB
ijassa-1513	430	10	by	by	ADP
ijassa-1513	430	11	iteratively	iteratively	ADV
ijassa-1513	430	12	selecting	select	VERB
ijassa-1513	430	13	a	a	DET
ijassa-1513	430	14	subset	subset	NOUN
ijassa-1513	430	15	of	of	ADP
ijassa-1513	430	16	features	feature	NOUN
ijassa-1513	430	17	that	that	PRON
ijassa-1513	430	18	maximize	maximize	VERB
ijassa-1513	430	19	a	a	DET
ijassa-1513	430	20	specific	specific	ADJ
ijassa-1513	430	21	objective	objective	ADJ
ijassa-1513	430	22	function	function	NOUN
ijassa-1513	430	23	.	.	PUNCT
ijassa-1513	431	1	source	source	NOUN
ijassa-1513	431	2	[	[	X
ijassa-1513	431	3	129	129	NUM
ijassa-1513	431	4	]	]	PUNCT
ijassa-1513	431	5	employs	employ	VERB
ijassa-1513	431	6	an	an	DET
ijassa-1513	431	7	array	array	NOUN
ijassa-1513	431	8	of	of	ADP
ijassa-1513	431	9	feature	feature	NOUN
ijassa-1513	431	10	selection	selection	NOUN
ijassa-1513	431	11	algorithms	algorithm	NOUN
ijassa-1513	431	12	,	,	PUNCT
ijassa-1513	431	13	including	include	VERB
ijassa-1513	431	14	odd	odd	ADJ
ijassa-1513	431	15	ratio	ratio	NOUN
ijassa-1513	431	16	and	and	CCONJ
ijassa-1513	431	17	ngl	ngl	PROPN
ijassa-1513	431	18	correlation	correlation	NOUN
ijassa-1513	431	19	coefficient	coefficient	NOUN
ijassa-1513	431	20	,	,	PUNCT
ijassa-1513	431	21	in	in	ADP
ijassa-1513	431	22	addition	addition	NOUN
ijassa-1513	431	23	to	to	ADP
ijassa-1513	431	24	chi	chi	PROPN
ijassa-1513	431	25	,	,	PUNCT
ijassa-1513	431	26	ig	ig	PROPN
ijassa-1513	431	27	,	,	PUNCT
ijassa-1513	431	28	and	and	CCONJ
ijassa-1513	431	29	mi	mi	ADJ
ijassa-1513	431	30	:	:	PUNCT
ijassa-1513	431	31	source	source	NOUN
ijassa-1513	431	32	[	[	X
ijassa-1513	431	33	158	158	NUM
ijassa-1513	431	34	]	]	PUNCT
ijassa-1513	431	35	employs	employ	VERB
ijassa-1513	431	36	singular	singular	ADJ
ijassa-1513	431	37	value	value	NOUN
ijassa-1513	431	38	decomposition	decomposition	NOUN
ijassa-1513	431	39	(	(	PUNCT
ijassa-1513	431	40	svd	svd	PROPN
ijassa-1513	431	41	)	)	PUNCT
ijassa-1513	431	42	as	as	ADP
ijassa-1513	431	43	a	a	DET
ijassa-1513	431	44	feature	feature	NOUN
ijassa-1513	431	45	selection	selection	NOUN
ijassa-1513	431	46	algorithm	algorithm	NOUN
ijassa-1513	431	47	.	.	PUNCT
ijassa-1513	432	1	svd	svd	PROPN
ijassa-1513	432	2	is	be	AUX
ijassa-1513	432	3	a	a	DET
ijassa-1513	432	4	dimensionality	dimensionality	NOUN
ijassa-1513	432	5	reduction	reduction	NOUN
ijassa-1513	432	6	technique	technique	NOUN
ijassa-1513	432	7	that	that	PRON
ijassa-1513	432	8	factors	factor	VERB
ijassa-1513	432	9	the	the	DET
ijassa-1513	432	10	term	term	NOUN
ijassa-1513	432	11	-	-	PUNCT
ijassa-1513	432	12	document	document	NOUN
ijassa-1513	432	13	matrix	matrix	NOUN
ijassa-1513	432	14	into	into	ADP
ijassa-1513	432	15	singular	singular	ADJ
ijassa-1513	432	16	values	value	NOUN
ijassa-1513	432	17	,	,	PUNCT
ijassa-1513	432	18	providing	provide	VERB
ijassa-1513	432	19	a	a	DET
ijassa-1513	432	20	low	low	ADJ
ijassa-1513	432	21	-	-	PUNCT
ijassa-1513	432	22	rank	rank	NOUN
ijassa-1513	432	23	approximation	approximation	NOUN
ijassa-1513	432	24	[	[	X
ijassa-1513	432	25	31	31	NUM
ijassa-1513	432	26	]	]	PUNCT
ijassa-1513	432	27	.	.	PUNCT
ijassa-1513	433	1	it	it	PRON
ijassa-1513	433	2	effectively	effectively	ADV
ijassa-1513	433	3	captures	capture	VERB
ijassa-1513	433	4	the	the	DET
ijassa-1513	433	5	most	most	ADV
ijassa-1513	433	6	significant	significant	ADJ
ijassa-1513	433	7	latent	latent	ADJ
ijassa-1513	433	8	semantic	semantic	ADJ
ijassa-1513	433	9	structures	structure	NOUN
ijassa-1513	433	10	within	within	ADP
ijassa-1513	433	11	the	the	DET
ijassa-1513	433	12	data	datum	NOUN
ijassa-1513	433	13	.	.	PUNCT
ijassa-1513	434	1	source	source	NOUN
ijassa-1513	434	2	[	[	X
ijassa-1513	434	3	2	2	NUM
ijassa-1513	434	4	]	]	PUNCT
ijassa-1513	434	5	employs	employ	VERB
ijassa-1513	434	6	pearson	pearson	NOUN
ijassa-1513	434	7	correlation	correlation	NOUN
ijassa-1513	434	8	coefficients	coefficient	NOUN
ijassa-1513	434	9	as	as	ADP
ijassa-1513	434	10	a	a	DET
ijassa-1513	434	11	feature	feature	NOUN
ijassa-1513	434	12	selection	selection	NOUN
ijassa-1513	434	13	algorithm	algorithm	NOUN
ijassa-1513	434	14	.	.	PUNCT
ijassa-1513	435	1	pearson	pearson	PROPN
ijassa-1513	435	2	correlation	correlation	NOUN
ijassa-1513	435	3	measures	measure	VERB
ijassa-1513	435	4	the	the	DET
ijassa-1513	435	5	linear	linear	ADJ
ijassa-1513	435	6	relationship	relationship	NOUN
ijassa-1513	435	7	between	between	ADP
ijassa-1513	435	8	two	two	NUM
ijassa-1513	435	9	variables	variable	NOUN
ijassa-1513	435	10	.	.	PUNCT
ijassa-1513	436	1	in	in	ADP
ijassa-1513	436	2	feature	feature	NOUN
ijassa-1513	436	3	selection	selection	NOUN
ijassa-1513	436	4	,	,	PUNCT
ijassa-1513	436	5	it	it	PRON
ijassa-1513	436	6	quantifies	quantify	VERB
ijassa-1513	436	7	the	the	DET
ijassa-1513	436	8	degree	degree	NOUN
ijassa-1513	436	9	of	of	ADP
ijassa-1513	436	10	association	association	NOUN
ijassa-1513	436	11	between	between	ADP
ijassa-1513	436	12	individual	individual	ADJ
ijassa-1513	436	13	features	feature	NOUN
ijassa-1513	436	14	and	and	CCONJ
ijassa-1513	436	15	class	class	NOUN
ijassa-1513	436	16	labels	label	NOUN
ijassa-1513	436	17	.	.	PUNCT
ijassa-1513	437	1	text	text	NOUN
ijassa-1513	437	2	classification	classification	NOUN
ijassa-1513	437	3	technologies	technology	NOUN
ijassa-1513	437	4	in	in	ADP
ijassa-1513	437	5	document	document	NOUN
ijassa-1513	437	6	categorization	categorization	NOUN
ijassa-1513	437	7	systems	system	NOUN
ijassa-1513	437	8	.	.	PUNCT
ijassa-1513	438	1	a	a	DET
ijassa-1513	438	2	survey	survey	NOUN
ijassa-1513	438	3	145	145	NUM
ijassa-1513	438	4	copyright	copyright	NOUN
ijassa-1513	438	5	©	©	PROPN
ijassa-1513	438	6	2024	2024	NUM
ijassa-1513	438	7	assa	assa	NOUN
ijassa-1513	438	8	.	.	PUNCT
ijassa-1513	439	1	adv	adv	PROPN
ijassa-1513	439	2	.	.	PUNCT
ijassa-1513	440	1	in	in	ADP
ijassa-1513	440	2	systems	system	NOUN
ijassa-1513	440	3	science	science	NOUN
ijassa-1513	440	4	and	and	CCONJ
ijassa-1513	440	5	appl	appl	NOUN
ijassa-1513	440	6	.	.	PUNCT
ijassa-1513	441	1	(	(	PUNCT
ijassa-1513	441	2	2024	2024	NUM
ijassa-1513	441	3	)	)	PUNCT
ijassa-1513	441	4	4.2.3	4.2.3	NUM
ijassa-1513	441	5	text	text	NOUN
ijassa-1513	441	6	classification	classification	NOUN
ijassa-1513	441	7	in	in	ADP
ijassa-1513	441	8	line	line	NOUN
ijassa-1513	441	9	with	with	ADP
ijassa-1513	441	10	the	the	DET
ijassa-1513	441	11	classification	classification	NOUN
ijassa-1513	441	12	made	make	VERB
ijassa-1513	441	13	in	in	ADP
ijassa-1513	441	14	section	section	NOUN
ijassa-1513	441	15	2.3	2.3	NUM
ijassa-1513	441	16	of	of	ADP
ijassa-1513	441	17	this	this	DET
ijassa-1513	441	18	review	review	NOUN
ijassa-1513	441	19	,	,	PUNCT
ijassa-1513	441	20	we	we	PRON
ijassa-1513	441	21	will	will	AUX
ijassa-1513	441	22	present	present	VERB
ijassa-1513	441	23	the	the	DET
ijassa-1513	441	24	findings	finding	NOUN
ijassa-1513	441	25	regarding	regard	VERB
ijassa-1513	441	26	text	text	NOUN
ijassa-1513	441	27	classification	classification	NOUN
ijassa-1513	441	28	research	research	NOUN
ijassa-1513	441	29	by	by	ADP
ijassa-1513	441	30	distinguishing	distinguish	VERB
ijassa-1513	441	31	between	between	ADP
ijassa-1513	441	32	basic	basic	ADJ
ijassa-1513	441	33	machine	machine	NOUN
ijassa-1513	441	34	learning	learn	VERB
ijassa-1513	441	35	algorithms	algorithm	NOUN
ijassa-1513	441	36	and	and	CCONJ
ijassa-1513	441	37	deep	deep	ADJ
ijassa-1513	441	38	learning	learning	NOUN
ijassa-1513	441	39	algorithms	algorithm	NOUN
ijassa-1513	441	40	.	.	PUNCT
ijassa-1513	442	1	to	to	PART
ijassa-1513	442	2	provide	provide	VERB
ijassa-1513	442	3	an	an	DET
ijassa-1513	442	4	overview	overview	NOUN
ijassa-1513	442	5	of	of	ADP
ijassa-1513	442	6	the	the	DET
ijassa-1513	442	7	findings	finding	NOUN
ijassa-1513	442	8	regarding	regard	VERB
ijassa-1513	442	9	basic	basic	ADJ
ijassa-1513	442	10	machine	machine	NOUN
ijassa-1513	442	11	learning	learning	NOUN
ijassa-1513	442	12	algorithms	algorithm	NOUN
ijassa-1513	442	13	,	,	PUNCT
ijassa-1513	442	14	a	a	DET
ijassa-1513	442	15	table	table	NOUN
ijassa-1513	442	16	4.2	4.2	NUM
ijassa-1513	442	17	has	have	AUX
ijassa-1513	442	18	been	be	AUX
ijassa-1513	442	19	generated	generate	VERB
ijassa-1513	442	20	.	.	PUNCT
ijassa-1513	443	1	table	table	NOUN
ijassa-1513	443	2	4.2	4.2	NUM
ijassa-1513	443	3	.	.	PUNCT
ijassa-1513	444	1	basic	basic	ADJ
ijassa-1513	444	2	machine	machine	NOUN
ijassa-1513	444	3	learning	learn	VERB
ijassa-1513	444	4	algorithms	algorithm	NOUN
ijassa-1513	444	5	algorithm	algorithm	NOUN
ijassa-1513	444	6	percentage	percentage	NOUN
ijassa-1513	444	7	references	reference	NOUN
ijassa-1513	444	8	svm	svm	VERB
ijassa-1513	444	9	29	29	NUM
ijassa-1513	444	10	%	%	NOUN
ijassa-1513	444	11	(	(	PUNCT
ijassa-1513	444	12	32	32	NUM
ijassa-1513	444	13	of	of	ADP
ijassa-1513	444	14	110	110	NUM
ijassa-1513	444	15	)	)	PUNCT
ijassa-1513	445	1	[	[	X
ijassa-1513	445	2	55	55	NUM
ijassa-1513	445	3	]	]	X
ijassa-1513	446	1	[	[	X
ijassa-1513	446	2	67	67	NUM
ijassa-1513	446	3	]	]	X
ijassa-1513	447	1	[	[	X
ijassa-1513	447	2	89	89	NUM
ijassa-1513	447	3	]	]	X
ijassa-1513	448	1	[	[	X
ijassa-1513	448	2	120	120	NUM
ijassa-1513	448	3	]	]	X
ijassa-1513	449	1	[	[	X
ijassa-1513	449	2	171	171	NUM
ijassa-1513	449	3	]	]	X
ijassa-1513	450	1	[	[	X
ijassa-1513	450	2	59	59	NUM
ijassa-1513	450	3	]	]	PUNCT
ijassa-1513	451	1	[	[	X
ijassa-1513	451	2	14	14	NUM
ijassa-1513	451	3	]	]	X
ijassa-1513	452	1	[	[	X
ijassa-1513	452	2	139	139	NUM
ijassa-1513	452	3	]	]	X
ijassa-1513	453	1	[	[	X
ijassa-1513	453	2	149	149	NUM
ijassa-1513	453	3	]	]	X
ijassa-1513	454	1	[	[	X
ijassa-1513	454	2	142	142	NUM
ijassa-1513	454	3	]	]	PUNCT
ijassa-1513	455	1	[	[	X
ijassa-1513	455	2	72	72	NUM
ijassa-1513	455	3	]	]	X
ijassa-1513	456	1	[	[	X
ijassa-1513	456	2	87	87	NUM
ijassa-1513	456	3	]	]	PUNCT
ijassa-1513	457	1	[	[	X
ijassa-1513	457	2	157	157	NUM
ijassa-1513	457	3	]	]	X
ijassa-1513	458	1	[	[	X
ijassa-1513	458	2	107	107	X
ijassa-1513	458	3	]	]	X
ijassa-1513	459	1	[	[	X
ijassa-1513	459	2	111	111	NUM
ijassa-1513	459	3	]	]	PUNCT
ijassa-1513	460	1	[	[	X
ijassa-1513	460	2	158	158	NUM
ijassa-1513	460	3	]	]	X
ijassa-1513	461	1	[	[	X
ijassa-1513	461	2	13	13	NUM
ijassa-1513	461	3	]	]	X
ijassa-1513	462	1	[	[	X
ijassa-1513	462	2	160	160	NUM
ijassa-1513	462	3	]	]	X
ijassa-1513	462	4	[	[	X
ijassa-1513	462	5	103	103	NUM
ijassa-1513	462	6	]	]	X
ijassa-1513	463	1	[	[	X
ijassa-1513	463	2	11	11	NUM
ijassa-1513	463	3	]	]	X
ijassa-1513	464	1	[	[	X
ijassa-1513	464	2	3	3	X
ijassa-1513	464	3	]	]	X
ijassa-1513	464	4	[	[	X
ijassa-1513	464	5	44	44	NUM
ijassa-1513	464	6	]	]	PUNCT
ijassa-1513	465	1	[	[	X
ijassa-1513	465	2	28	28	NUM
ijassa-1513	465	3	]	]	X
ijassa-1513	466	1	[	[	X
ijassa-1513	466	2	69	69	NUM
ijassa-1513	466	3	]	]	PUNCT
ijassa-1513	467	1	[	[	X
ijassa-1513	467	2	51	51	NUM
ijassa-1513	467	3	]	]	X
ijassa-1513	468	1	[	[	X
ijassa-1513	468	2	2	2	X
ijassa-1513	468	3	]	]	X
ijassa-1513	468	4	[	[	X
ijassa-1513	468	5	88	88	NUM
ijassa-1513	468	6	]	]	X
ijassa-1513	469	1	[	[	X
ijassa-1513	469	2	33	33	NUM
ijassa-1513	469	3	]	]	X
ijassa-1513	470	1	[	[	X
ijassa-1513	470	2	68	68	NUM
ijassa-1513	470	3	]	]	X
ijassa-1513	471	1	[	[	X
ijassa-1513	471	2	71	71	NUM
ijassa-1513	471	3	]	]	X
ijassa-1513	472	1	[	[	X
ijassa-1513	472	2	16	16	NUM
ijassa-1513	472	3	]	]	X
ijassa-1513	473	1	[	[	X
ijassa-1513	473	2	46	46	NUM
ijassa-1513	473	3	]	]	X
ijassa-1513	473	4	nb	nb	NOUN
ijassa-1513	473	5	20	20	NUM
ijassa-1513	473	6	%	%	NOUN
ijassa-1513	473	7	(	(	PUNCT
ijassa-1513	473	8	22	22	NUM
ijassa-1513	473	9	of	of	ADP
ijassa-1513	473	10	110	110	NUM
ijassa-1513	473	11	)	)	PUNCT
ijassa-1513	474	1	[	[	X
ijassa-1513	474	2	161	161	NUM
ijassa-1513	474	3	]	]	PUNCT
ijassa-1513	475	1	[	[	X
ijassa-1513	475	2	67	67	NUM
ijassa-1513	475	3	]	]	X
ijassa-1513	476	1	[	[	X
ijassa-1513	476	2	120	120	NUM
ijassa-1513	476	3	]	]	X
ijassa-1513	476	4	[	[	X
ijassa-1513	476	5	59	59	NUM
ijassa-1513	476	6	]	]	PUNCT
ijassa-1513	477	1	[	[	X
ijassa-1513	477	2	14	14	NUM
ijassa-1513	477	3	]	]	X
ijassa-1513	478	1	[	[	X
ijassa-1513	478	2	139	139	NUM
ijassa-1513	478	3	]	]	X
ijassa-1513	479	1	[	[	X
ijassa-1513	479	2	124	124	NUM
ijassa-1513	479	3	]	]	X
ijassa-1513	480	1	[	[	X
ijassa-1513	480	2	129	129	NUM
ijassa-1513	480	3	]	]	PUNCT
ijassa-1513	481	1	[	[	X
ijassa-1513	481	2	157	157	NUM
ijassa-1513	481	3	]	]	X
ijassa-1513	482	1	[	[	X
ijassa-1513	482	2	111	111	NUM
ijassa-1513	482	3	]	]	PUNCT
ijassa-1513	483	1	[	[	X
ijassa-1513	483	2	158	158	NUM
ijassa-1513	483	3	]	]	X
ijassa-1513	484	1	[	[	X
ijassa-1513	484	2	13	13	NUM
ijassa-1513	484	3	]	]	X
ijassa-1513	485	1	[	[	X
ijassa-1513	485	2	3	3	X
ijassa-1513	485	3	]	]	X
ijassa-1513	485	4	[	[	X
ijassa-1513	485	5	44	44	NUM
ijassa-1513	485	6	]	]	PUNCT
ijassa-1513	486	1	[	[	X
ijassa-1513	486	2	28	28	NUM
ijassa-1513	486	3	]	]	X
ijassa-1513	487	1	[	[	X
ijassa-1513	487	2	51	51	NUM
ijassa-1513	487	3	]	]	X
ijassa-1513	487	4	[	[	X
ijassa-1513	487	5	2	2	X
ijassa-1513	487	6	]	]	X
ijassa-1513	487	7	[	[	X
ijassa-1513	487	8	68	68	NUM
ijassa-1513	487	9	]	]	X
ijassa-1513	488	1	[	[	X
ijassa-1513	488	2	71	71	NUM
ijassa-1513	488	3	]	]	X
ijassa-1513	489	1	[	[	X
ijassa-1513	489	2	46	46	NUM
ijassa-1513	489	3	]	]	X
ijassa-1513	490	1	[	[	X
ijassa-1513	490	2	122	122	NUM
ijassa-1513	490	3	]	]	X
ijassa-1513	490	4	[	[	X
ijassa-1513	490	5	155	155	NUM
ijassa-1513	490	6	]	]	X
ijassa-1513	490	7	[	[	X
ijassa-1513	490	8	141	141	NUM
ijassa-1513	490	9	]	]	PUNCT
ijassa-1513	490	10	knn	knn	PROPN
ijassa-1513	490	11	13,6	13,6	NUM
ijassa-1513	490	12	%	%	NOUN
ijassa-1513	490	13	(	(	PUNCT
ijassa-1513	490	14	15	15	NUM
ijassa-1513	490	15	of	of	ADP
ijassa-1513	490	16	110	110	NUM
ijassa-1513	490	17	)	)	PUNCT
ijassa-1513	491	1	[	[	X
ijassa-1513	491	2	162	162	NUM
ijassa-1513	491	3	]	]	X
ijassa-1513	492	1	[	[	X
ijassa-1513	492	2	120	120	NUM
ijassa-1513	492	3	]	]	X
ijassa-1513	493	1	[	[	X
ijassa-1513	493	2	14	14	NUM
ijassa-1513	493	3	]	]	X
ijassa-1513	494	1	[	[	X
ijassa-1513	494	2	129	129	NUM
ijassa-1513	494	3	]	]	PUNCT
ijassa-1513	495	1	[	[	X
ijassa-1513	495	2	157	157	NUM
ijassa-1513	495	3	]	]	PUNCT
ijassa-1513	496	1	[	[	X
ijassa-1513	496	2	170	170	NUM
ijassa-1513	496	3	]	]	X
ijassa-1513	497	1	[	[	X
ijassa-1513	497	2	111	111	NUM
ijassa-1513	497	3	]	]	PUNCT
ijassa-1513	497	4	[	[	X
ijassa-1513	497	5	24	24	NUM
ijassa-1513	497	6	]	]	X
ijassa-1513	498	1	[	[	X
ijassa-1513	498	2	13	13	NUM
ijassa-1513	498	3	]	]	X
ijassa-1513	499	1	[	[	X
ijassa-1513	499	2	92	92	NUM
ijassa-1513	499	3	]	]	PUNCT
ijassa-1513	500	1	[	[	X
ijassa-1513	500	2	2	2	X
ijassa-1513	500	3	]	]	X
ijassa-1513	500	4	[	[	X
ijassa-1513	500	5	88	88	NUM
ijassa-1513	500	6	]	]	X
ijassa-1513	501	1	[	[	X
ijassa-1513	501	2	71	71	NUM
ijassa-1513	501	3	]	]	X
ijassa-1513	502	1	[	[	X
ijassa-1513	502	2	46	46	NUM
ijassa-1513	502	3	]	]	X
ijassa-1513	503	1	[	[	X
ijassa-1513	503	2	116	116	X
ijassa-1513	503	3	]	]	PUNCT
ijassa-1513	503	4	rf	rf	NUM
ijassa-1513	503	5	8,1	8,1	NUM
ijassa-1513	503	6	%	%	NOUN
ijassa-1513	503	7	(	(	PUNCT
ijassa-1513	503	8	9	9	NUM
ijassa-1513	503	9	of	of	ADP
ijassa-1513	503	10	110	110	NUM
ijassa-1513	503	11	)	)	PUNCT
ijassa-1513	504	1	[	[	X
ijassa-1513	504	2	56	56	NUM
ijassa-1513	504	3	]	]	X
ijassa-1513	505	1	[	[	X
ijassa-1513	505	2	120	120	NUM
ijassa-1513	505	3	]	]	X
ijassa-1513	505	4	[	[	X
ijassa-1513	505	5	13	13	NUM
ijassa-1513	505	6	]	]	X
ijassa-1513	506	1	[	[	X
ijassa-1513	506	2	44	44	NUM
ijassa-1513	506	3	]	]	PUNCT
ijassa-1513	507	1	[	[	X
ijassa-1513	507	2	69	69	NUM
ijassa-1513	507	3	]	]	PUNCT
ijassa-1513	508	1	[	[	X
ijassa-1513	508	2	68	68	NUM
ijassa-1513	508	3	]	]	X
ijassa-1513	509	1	[	[	X
ijassa-1513	509	2	46	46	NUM
ijassa-1513	509	3	]	]	X
ijassa-1513	510	1	[	[	X
ijassa-1513	510	2	122	122	NUM
ijassa-1513	510	3	]	]	X
ijassa-1513	510	4	[	[	X
ijassa-1513	510	5	136	136	NUM
ijassa-1513	510	6	]	]	PUNCT
ijassa-1513	510	7	lr	lr	NOUN
ijassa-1513	510	8	7,2	7,2	NUM
ijassa-1513	510	9	%	%	NOUN
ijassa-1513	510	10	(	(	PUNCT
ijassa-1513	510	11	8	8	NUM
ijassa-1513	510	12	of	of	ADP
ijassa-1513	510	13	110	110	NUM
ijassa-1513	510	14	)	)	PUNCT
ijassa-1513	511	1	[	[	X
ijassa-1513	511	2	120	120	NUM
ijassa-1513	511	3	]	]	X
ijassa-1513	512	1	[	[	X
ijassa-1513	512	2	102	102	NUM
ijassa-1513	512	3	]	]	X
ijassa-1513	512	4	[	[	X
ijassa-1513	512	5	157	157	NUM
ijassa-1513	512	6	]	]	X
ijassa-1513	512	7	[	[	X
ijassa-1513	512	8	22	22	NUM
ijassa-1513	512	9	]	]	X
ijassa-1513	512	10	[	[	X
ijassa-1513	512	11	13	13	NUM
ijassa-1513	512	12	]	]	X
ijassa-1513	512	13	[	[	X
ijassa-1513	512	14	21	21	NUM
ijassa-1513	512	15	]	]	X
ijassa-1513	512	16	[	[	X
ijassa-1513	512	17	68	68	NUM
ijassa-1513	512	18	]	]	X
ijassa-1513	512	19	[	[	X
ijassa-1513	512	20	46	46	NUM
ijassa-1513	512	21	]	]	X
ijassa-1513	512	22	sources	source	NOUN
ijassa-1513	512	23	[	[	X
ijassa-1513	512	24	89	89	NUM
ijassa-1513	512	25	]	]	PUNCT
ijassa-1513	512	26	and	and	CCONJ
ijassa-1513	512	27	[	[	X
ijassa-1513	512	28	87	87	NUM
ijassa-1513	512	29	]	]	PUNCT
ijassa-1513	512	30	uses	use	VERB
ijassa-1513	512	31	a	a	DET
ijassa-1513	512	32	linearsvm	linearsvm	ADJ
ijassa-1513	512	33	a	a	DET
ijassa-1513	512	34	variant	variant	NOUN
ijassa-1513	512	35	of	of	ADP
ijassa-1513	512	36	svm	svm	PROPN
ijassa-1513	512	37	designed	design	VERB
ijassa-1513	512	38	specifically	specifically	ADV
ijassa-1513	512	39	for	for	ADP
ijassa-1513	512	40	linearly	linearly	ADV
ijassa-1513	512	41	separable	separable	ADJ
ijassa-1513	512	42	data	datum	NOUN
ijassa-1513	512	43	,	,	PUNCT
ijassa-1513	512	44	where	where	SCONJ
ijassa-1513	512	45	classes	class	NOUN
ijassa-1513	512	46	can	can	AUX
ijassa-1513	512	47	be	be	AUX
ijassa-1513	512	48	separated	separate	VERB
ijassa-1513	512	49	by	by	ADP
ijassa-1513	512	50	a	a	DET
ijassa-1513	512	51	hyperplane	hyperplane	NOUN
ijassa-1513	512	52	[	[	X
ijassa-1513	512	53	37	37	NUM
ijassa-1513	512	54	]	]	PUNCT
ijassa-1513	512	55	.	.	PUNCT
ijassa-1513	513	1	linearsvm	linearsvm	PROPN
ijassa-1513	513	2	employs	employ	VERB
ijassa-1513	513	3	a	a	DET
ijassa-1513	513	4	linear	linear	ADJ
ijassa-1513	513	5	kernel	kernel	NOUN
ijassa-1513	513	6	function	function	NOUN
ijassa-1513	513	7	,	,	PUNCT
ijassa-1513	513	8	which	which	PRON
ijassa-1513	513	9	simplifies	simplify	VERB
ijassa-1513	513	10	the	the	DET
ijassa-1513	513	11	classification	classification	NOUN
ijassa-1513	513	12	boundary	boundary	ADJ
ijassa-1513	513	13	into	into	ADP
ijassa-1513	513	14	a	a	DET
ijassa-1513	513	15	linear	linear	ADJ
ijassa-1513	513	16	equation	equation	NOUN
ijassa-1513	513	17	.	.	PUNCT
ijassa-1513	514	1	source	source	NOUN
ijassa-1513	514	2	[	[	X
ijassa-1513	514	3	88	88	NUM
ijassa-1513	514	4	]	]	PUNCT
ijassa-1513	514	5	introduces	introduce	VERB
ijassa-1513	514	6	an	an	DET
ijassa-1513	514	7	innovative	innovative	ADJ
ijassa-1513	514	8	approach	approach	NOUN
ijassa-1513	514	9	called	call	VERB
ijassa-1513	514	10	svm	svm	PROPN
ijassa-1513	514	11	-	-	PUNCT
ijassa-1513	514	12	knn	knn	NOUN
ijassa-1513	514	13	for	for	ADP
ijassa-1513	514	14	text	text	NOUN
ijassa-1513	514	15	classification	classification	NOUN
ijassa-1513	514	16	,	,	PUNCT
ijassa-1513	514	17	which	which	PRON
ijassa-1513	514	18	combines	combine	VERB
ijassa-1513	514	19	two	two	NUM
ijassa-1513	514	20	distinct	distinct	ADJ
ijassa-1513	514	21	algorithms	algorithm	NOUN
ijassa-1513	514	22	:	:	PUNCT
ijassa-1513	514	23	svm	svm	PROPN
ijassa-1513	514	24	and	and	CCONJ
ijassa-1513	514	25	knn	knn	PROPN
ijassa-1513	514	26	.	.	PUNCT
ijassa-1513	515	1	the	the	DET
ijassa-1513	515	2	svm	svm	PROPN
ijassa-1513	515	3	-	-	PUNCT
ijassa-1513	515	4	knn	knn	PROPN
ijassa-1513	515	5	algorithm	algorithm	PROPN
ijassa-1513	515	6	aims	aim	VERB
ijassa-1513	515	7	to	to	PART
ijassa-1513	515	8	improve	improve	VERB
ijassa-1513	515	9	classification	classification	NOUN
ijassa-1513	515	10	performance	performance	NOUN
ijassa-1513	515	11	by	by	ADP
ijassa-1513	515	12	leveraging	leverage	VERB
ijassa-1513	515	13	the	the	DET
ijassa-1513	515	14	strengths	strength	NOUN
ijassa-1513	515	15	of	of	ADP
ijassa-1513	515	16	both	both	CCONJ
ijassa-1513	515	17	svm	svm	PROPN
ijassa-1513	515	18	and	and	CCONJ
ijassa-1513	515	19	knn	knn	PROPN
ijassa-1513	516	1	.	.	PROPN
ijassa-1513	516	2	source	source	NOUN
ijassa-1513	517	1	[	[	X
ijassa-1513	517	2	33	33	NUM
ijassa-1513	517	3	]	]	PUNCT
ijassa-1513	517	4	introduces	introduce	NOUN
ijassa-1513	517	5	cbssvm	cbssvm	NOUN
ijassa-1513	517	6	,	,	PUNCT
ijassa-1513	517	7	a	a	DET
ijassa-1513	517	8	method	method	NOUN
ijassa-1513	517	9	that	that	PRON
ijassa-1513	517	10	combines	combine	VERB
ijassa-1513	517	11	svm	svm	NOUN
ijassa-1513	517	12	with	with	ADP
ijassa-1513	517	13	a	a	DET
ijassa-1513	517	14	learning	learn	VERB
ijassa-1513	517	15	strategy	strategy	NOUN
ijassa-1513	517	16	known	know	VERB
ijassa-1513	517	17	as	as	ADP
ijassa-1513	517	18	center	center	NOUN
ijassa-1513	517	19	-	-	PUNCT
ijassa-1513	517	20	based	base	VERB
ijassa-1513	517	21	similarity	similarity	NOUN
ijassa-1513	517	22	space	space	NOUN
ijassa-1513	517	23	learning	learning	NOUN
ijassa-1513	517	24	[	[	X
ijassa-1513	517	25	32	32	NUM
ijassa-1513	517	26	]	]	PUNCT
ijassa-1513	517	27	.	.	PUNCT
ijassa-1513	518	1	sources	source	NOUN
ijassa-1513	519	1	[	[	X
ijassa-1513	519	2	44	44	NUM
ijassa-1513	519	3	]	]	PUNCT
ijassa-1513	519	4	and	and	CCONJ
ijassa-1513	519	5	[	[	X
ijassa-1513	519	6	122	122	NUM
ijassa-1513	519	7	]	]	PUNCT
ijassa-1513	519	8	employ	employ	VERB
ijassa-1513	519	9	a	a	DET
ijassa-1513	519	10	variant	variant	NOUN
ijassa-1513	519	11	of	of	ADP
ijassa-1513	519	12	naive	naive	ADJ
ijassa-1513	519	13	bayes	baye	NOUN
ijassa-1513	519	14	known	know	VERB
ijassa-1513	519	15	as	as	ADP
ijassa-1513	519	16	nb	nb	NOUN
ijassa-1513	519	17	network	network	NOUN
ijassa-1513	519	18	for	for	ADP
ijassa-1513	519	19	text	text	NOUN
ijassa-1513	519	20	classification	classification	NOUN
ijassa-1513	519	21	[	[	X
ijassa-1513	519	22	35	35	NUM
ijassa-1513	519	23	]	]	PUNCT
ijassa-1513	519	24	.	.	PUNCT
ijassa-1513	520	1	nb	nb	PROPN
ijassa-1513	520	2	network	network	PROPN
ijassa-1513	520	3	extends	extend	VERB
ijassa-1513	520	4	the	the	DET
ijassa-1513	520	5	basic	basic	ADJ
ijassa-1513	520	6	nb	nb	NOUN
ijassa-1513	520	7	algorithm	algorithm	NOUN
ijassa-1513	520	8	by	by	ADP
ijassa-1513	520	9	introducing	introduce	VERB
ijassa-1513	520	10	a	a	DET
ijassa-1513	520	11	network	network	NOUN
ijassa-1513	520	12	structure	structure	NOUN
ijassa-1513	520	13	,	,	PUNCT
ijassa-1513	520	14	which	which	PRON
ijassa-1513	520	15	allows	allow	VERB
ijassa-1513	520	16	for	for	ADP
ijassa-1513	520	17	capturing	capture	VERB
ijassa-1513	520	18	dependencies	dependency	NOUN
ijassa-1513	520	19	among	among	ADP
ijassa-1513	520	20	features	feature	NOUN
ijassa-1513	520	21	(	(	PUNCT
ijassa-1513	520	22	words	word	NOUN
ijassa-1513	520	23	)	)	PUNCT
ijassa-1513	520	24	in	in	ADP
ijassa-1513	520	25	the	the	DET
ijassa-1513	520	26	data	datum	NOUN
ijassa-1513	520	27	.	.	PUNCT
ijassa-1513	521	1	sources	source	NOUN
ijassa-1513	522	1	[	[	X
ijassa-1513	522	2	161	161	NUM
ijassa-1513	522	3	]	]	PUNCT
ijassa-1513	522	4	and	and	CCONJ
ijassa-1513	522	5	[	[	X
ijassa-1513	522	6	46	46	NUM
ijassa-1513	522	7	]	]	PUNCT
ijassa-1513	522	8	used	use	VERB
ijassa-1513	522	9	a	a	DET
ijassa-1513	522	10	multi	multi	ADJ
ijassa-1513	522	11	-	-	ADJ
ijassa-1513	522	12	nominal	nominal	ADJ
ijassa-1513	522	13	naive	naive	ADJ
ijassa-1513	522	14	bayes	bayes	NOUN
ijassa-1513	522	15	(	(	PUNCT
ijassa-1513	522	16	multi	multi	ADJ
ijassa-1513	522	17	-	-	PROPN
ijassa-1513	522	18	nb	nb	INTJ
ijassa-1513	522	19	)	)	PUNCT
ijassa-1513	522	20	.	.	PUNCT
ijassa-1513	523	1	it	it	PRON
ijassa-1513	523	2	is	be	AUX
ijassa-1513	523	3	a	a	DET
ijassa-1513	523	4	specialized	specialized	ADJ
ijassa-1513	523	5	variant	variant	NOUN
ijassa-1513	523	6	of	of	ADP
ijassa-1513	523	7	naive	naive	ADJ
ijassa-1513	523	8	bayes	baye	NOUN
ijassa-1513	524	1	[	[	X
ijassa-1513	524	2	106	106	NUM
ijassa-1513	524	3	]	]	PUNCT
ijassa-1513	524	4	designed	design	VERB
ijassa-1513	524	5	for	for	ADP
ijassa-1513	524	6	dealing	deal	VERB
ijassa-1513	524	7	with	with	ADP
ijassa-1513	524	8	categorical	categorical	ADJ
ijassa-1513	524	9	data	datum	NOUN
ijassa-1513	524	10	,	,	PUNCT
ijassa-1513	524	11	which	which	PRON
ijassa-1513	524	12	includes	include	VERB
ijassa-1513	524	13	text	text	NOUN
ijassa-1513	524	14	data	datum	NOUN
ijassa-1513	524	15	where	where	SCONJ
ijassa-1513	524	16	the	the	DET
ijassa-1513	524	17	features	feature	NOUN
ijassa-1513	524	18	represent	represent	VERB
ijassa-1513	524	19	the	the	DET
ijassa-1513	524	20	frequency	frequency	NOUN
ijassa-1513	524	21	or	or	CCONJ
ijassa-1513	524	22	presence	presence	NOUN
ijassa-1513	524	23	of	of	ADP
ijassa-1513	524	24	terms	term	NOUN
ijassa-1513	524	25	.	.	PUNCT
ijassa-1513	525	1	source	source	NOUN
ijassa-1513	525	2	[	[	X
ijassa-1513	525	3	155	155	NUM
ijassa-1513	525	4	]	]	PUNCT
ijassa-1513	525	5	introduce	introduce	VERB
ijassa-1513	525	6	a	a	DET
ijassa-1513	525	7	nbtree	nbtree	NOUN
ijassa-1513	525	8	a	a	DET
ijassa-1513	525	9	hybrid	hybrid	ADJ
ijassa-1513	525	10	classification	classification	NOUN
ijassa-1513	525	11	algorithm	algorithm	NOUN
ijassa-1513	525	12	that	that	PRON
ijassa-1513	525	13	combines	combine	VERB
ijassa-1513	525	14	the	the	DET
ijassa-1513	525	15	principles	principle	NOUN
ijassa-1513	525	16	of	of	ADP
ijassa-1513	525	17	decision	decision	NOUN
ijassa-1513	525	18	trees	tree	NOUN
ijassa-1513	525	19	with	with	ADP
ijassa-1513	525	20	naive	naive	ADJ
ijassa-1513	525	21	bayes	bayes	NOUN
ijassa-1513	525	22	classifiers	classifier	NOUN
ijassa-1513	525	23	.	.	PUNCT
ijassa-1513	526	1	in	in	ADP
ijassa-1513	526	2	this	this	DET
ijassa-1513	526	3	approach	approach	NOUN
ijassa-1513	526	4	,	,	PUNCT
ijassa-1513	526	5	a	a	DET
ijassa-1513	526	6	decision	decision	NOUN
ijassa-1513	526	7	tree	tree	NOUN
ijassa-1513	526	8	is	be	AUX
ijassa-1513	526	9	constructed	construct	VERB
ijassa-1513	526	10	to	to	PART
ijassa-1513	526	11	make	make	VERB
ijassa-1513	526	12	decisions	decision	NOUN
ijassa-1513	526	13	based	base	VERB
ijassa-1513	526	14	on	on	ADP
ijassa-1513	526	15	the	the	DET
ijassa-1513	526	16	values	value	NOUN
ijassa-1513	526	17	of	of	ADP
ijassa-1513	526	18	certain	certain	ADJ
ijassa-1513	526	19	features	feature	NOUN
ijassa-1513	526	20	.	.	PUNCT
ijassa-1513	527	1	source	source	NOUN
ijassa-1513	527	2	[	[	X
ijassa-1513	527	3	56	56	NUM
ijassa-1513	527	4	]	]	PUNCT
ijassa-1513	527	5	introduces	introduce	NOUN
ijassa-1513	527	6	an	an	DET
ijassa-1513	527	7	rf	rf	NOUN
ijassa-1513	527	8	-	-	PUNCT
ijassa-1513	527	9	based	base	VERB
ijassa-1513	527	10	algorithm	algorithm	NOUN
ijassa-1513	527	11	called	call	VERB
ijassa-1513	527	12	semantics	semantic	NOUN
ijassa-1513	527	13	aware	aware	ADJ
ijassa-1513	527	14	random	random	ADJ
ijassa-1513	527	15	forest	forest	NOUN
ijassa-1513	527	16	(	(	PUNCT
ijassa-1513	527	17	sarf	sarf	PROPN
ijassa-1513	527	18	)	)	PUNCT
ijassa-1513	527	19	for	for	ADP
ijassa-1513	527	20	text	text	NOUN
ijassa-1513	527	21	classification	classification	NOUN
ijassa-1513	527	22	.	.	PUNCT
ijassa-1513	528	1	sarf	sarf	PROPN
ijassa-1513	528	2	aims	aim	VERB
ijassa-1513	528	3	to	to	PART
ijassa-1513	528	4	enhance	enhance	VERB
ijassa-1513	528	5	the	the	DET
ijassa-1513	528	6	performance	performance	NOUN
ijassa-1513	528	7	of	of	ADP
ijassa-1513	528	8	rf	rf	NOUN
ijassa-1513	528	9	by	by	ADP
ijassa-1513	528	10	considering	consider	VERB
ijassa-1513	528	11	semantics	semantic	NOUN
ijassa-1513	528	12	and	and	CCONJ
ijassa-1513	528	13	the	the	DET
ijassa-1513	528	14	relevance	relevance	NOUN
ijassa-1513	528	15	of	of	ADP
ijassa-1513	528	16	features	feature	NOUN
ijassa-1513	528	17	in	in	ADP
ijassa-1513	528	18	the	the	DET
ijassa-1513	528	19	classification	classification	NOUN
ijassa-1513	528	20	process	process	NOUN
ijassa-1513	528	21	.	.	PUNCT
ijassa-1513	529	1	4.2.4	4.2.4	NUM
ijassa-1513	529	2	deep	deep	ADJ
ijassa-1513	529	3	learning	learn	VERB
ijassa-1513	529	4	algorithms	algorithm	NOUN
ijassa-1513	529	5	in	in	ADP
ijassa-1513	529	6	analyzing	analyze	VERB
ijassa-1513	529	7	the	the	DET
ijassa-1513	529	8	results	result	NOUN
ijassa-1513	529	9	of	of	ADP
ijassa-1513	529	10	the	the	DET
ijassa-1513	529	11	literature	literature	NOUN
ijassa-1513	529	12	review	review	NOUN
ijassa-1513	529	13	in	in	ADP
ijassa-1513	529	14	section	section	NOUN
ijassa-1513	529	15	4.1	4.1	NUM
ijassa-1513	529	16	,	,	PUNCT
ijassa-1513	529	17	it	it	PRON
ijassa-1513	529	18	was	be	AUX
ijassa-1513	529	19	found	find	VERB
ijassa-1513	529	20	that	that	SCONJ
ijassa-1513	529	21	deep	deep	ADJ
ijassa-1513	529	22	learning	learning	NOUN
ijassa-1513	529	23	models	model	NOUN
ijassa-1513	529	24	have	have	AUX
ijassa-1513	529	25	attracted	attract	VERB
ijassa-1513	529	26	considerable	considerable	ADJ
ijassa-1513	529	27	attention	attention	NOUN
ijassa-1513	529	28	in	in	ADP
ijassa-1513	529	29	the	the	DET
ijassa-1513	529	30	field	field	NOUN
ijassa-1513	529	31	of	of	ADP
ijassa-1513	529	32	text	text	NOUN
ijassa-1513	529	33	classification	classification	NOUN
ijassa-1513	529	34	.	.	PUNCT
ijassa-1513	530	1	the	the	DET
ijassa-1513	530	2	results	result	NOUN
ijassa-1513	530	3	of	of	ADP
ijassa-1513	530	4	the	the	DET
ijassa-1513	530	5	research	research	NOUN
ijassa-1513	530	6	on	on	ADP
ijassa-1513	530	7	classifiers	classifier	NOUN
ijassa-1513	530	8	related	relate	VERB
ijassa-1513	530	9	to	to	ADP
ijassa-1513	530	10	deep	deep	ADJ
ijassa-1513	530	11	learning	learning	NOUN
ijassa-1513	530	12	are	be	AUX
ijassa-1513	530	13	shown	show	VERB
ijassa-1513	530	14	in	in	ADP
ijassa-1513	530	15	table	table	NOUN
ijassa-1513	530	16	4.3	4.3	NUM
ijassa-1513	530	17	.	.	PUNCT
ijassa-1513	530	18	table	table	NOUN
ijassa-1513	530	19	4.3	4.3	NUM
ijassa-1513	530	20	.	.	PUNCT
ijassa-1513	531	1	deep	deep	ADJ
ijassa-1513	531	2	learning	learn	VERB
ijassa-1513	531	3	algorithms	algorithm	NOUN
ijassa-1513	531	4	algorithm	algorithm	NOUN
ijassa-1513	531	5	percentage	percentage	NOUN
ijassa-1513	531	6	references	reference	NOUN
ijassa-1513	531	7	lstm	lstm	VERB
ijassa-1513	531	8	23.6	23.6	NUM
ijassa-1513	531	9	%	%	NOUN
ijassa-1513	531	10	(	(	PUNCT
ijassa-1513	531	11	26	26	NUM
ijassa-1513	531	12	of	of	ADP
ijassa-1513	531	13	110	110	NUM
ijassa-1513	531	14	)	)	PUNCT
ijassa-1513	532	1	[	[	X
ijassa-1513	532	2	54	54	NUM
ijassa-1513	532	3	]	]	X
ijassa-1513	533	1	[	[	X
ijassa-1513	533	2	130	130	NUM
ijassa-1513	533	3	]	]	PUNCT
ijassa-1513	534	1	[	[	X
ijassa-1513	534	2	102	102	NUM
ijassa-1513	534	3	]	]	X
ijassa-1513	535	1	[	[	X
ijassa-1513	535	2	163	163	NUM
ijassa-1513	535	3	]	]	X
ijassa-1513	536	1	[	[	X
ijassa-1513	536	2	137	137	NUM
ijassa-1513	536	3	]	]	PUNCT
ijassa-1513	536	4	[	[	X
ijassa-1513	536	5	82	82	NUM
ijassa-1513	536	6	]	]	X
ijassa-1513	537	1	[	[	X
ijassa-1513	537	2	103	103	NUM
ijassa-1513	537	3	]	]	X
ijassa-1513	538	1	[	[	X
ijassa-1513	538	2	85	85	NUM
ijassa-1513	538	3	]	]	X
ijassa-1513	538	4	[	[	X
ijassa-1513	538	5	53	53	NUM
ijassa-1513	538	6	]	]	X
ijassa-1513	539	1	[	[	X
ijassa-1513	539	2	135	135	NUM
ijassa-1513	539	3	]	]	X
ijassa-1513	540	1	[	[	X
ijassa-1513	540	2	174	174	NUM
ijassa-1513	540	3	]	]	PUNCT
ijassa-1513	541	1	[	[	X
ijassa-1513	541	2	176	176	X
ijassa-1513	541	3	]	]	X
ijassa-1513	542	1	[	[	X
ijassa-1513	542	2	81	81	NUM
ijassa-1513	542	3	]	]	PUNCT
ijassa-1513	543	1	[	[	X
ijassa-1513	543	2	152	152	NUM
ijassa-1513	543	3	]	]	X
ijassa-1513	544	1	[	[	X
ijassa-1513	544	2	141	141	NUM
ijassa-1513	544	3	]	]	PUNCT
ijassa-1513	545	1	[	[	X
ijassa-1513	545	2	50	50	NUM
ijassa-1513	545	3	]	]	PUNCT
ijassa-1513	546	1	[	[	X
ijassa-1513	546	2	175	175	NUM
ijassa-1513	546	3	]	]	X
ijassa-1513	547	1	[	[	X
ijassa-1513	547	2	95	95	NUM
ijassa-1513	547	3	]	]	X
ijassa-1513	548	1	[	[	X
ijassa-1513	548	2	114	114	NUM
ijassa-1513	548	3	]	]	PUNCT
ijassa-1513	549	1	[	[	X
ijassa-1513	549	2	94	94	X
ijassa-1513	549	3	]	]	X
ijassa-1513	550	1	[	[	X
ijassa-1513	550	2	138	138	NUM
ijassa-1513	550	3	]	]	X
ijassa-1513	551	1	[	[	X
ijassa-1513	551	2	91	91	NUM
ijassa-1513	551	3	]	]	X
ijassa-1513	552	1	[	[	X
ijassa-1513	552	2	23	23	NUM
ijassa-1513	552	3	]	]	X
ijassa-1513	553	1	[	[	X
ijassa-1513	553	2	4	4	X
ijassa-1513	553	3	]	]	PUNCT
ijassa-1513	553	4	cnn	cnn	PROPN
ijassa-1513	553	5	20	20	NUM
ijassa-1513	553	6	%	%	NOUN
ijassa-1513	553	7	(	(	PUNCT
ijassa-1513	553	8	22	22	NUM
ijassa-1513	553	9	of	of	ADP
ijassa-1513	553	10	110	110	NUM
ijassa-1513	553	11	)	)	PUNCT
ijassa-1513	554	1	[	[	X
ijassa-1513	554	2	90	90	NUM
ijassa-1513	554	3	]	]	X
ijassa-1513	555	1	[	[	X
ijassa-1513	555	2	19	19	NUM
ijassa-1513	555	3	]	]	X
ijassa-1513	556	1	[	[	X
ijassa-1513	556	2	160	160	NUM
ijassa-1513	556	3	]	]	X
ijassa-1513	557	1	[	[	X
ijassa-1513	557	2	82	82	NUM
ijassa-1513	557	3	]	]	X
ijassa-1513	558	1	[	[	X
ijassa-1513	558	2	103	103	NUM
ijassa-1513	558	3	]	]	X
ijassa-1513	559	1	[	[	X
ijassa-1513	559	2	11	11	NUM
ijassa-1513	559	3	]	]	X
ijassa-1513	560	1	[	[	X
ijassa-1513	560	2	47	47	NUM
ijassa-1513	560	3	]	]	X
ijassa-1513	561	1	[	[	X
ijassa-1513	561	2	45	45	NUM
ijassa-1513	561	3	]	]	X
ijassa-1513	561	4	[	[	X
ijassa-1513	561	5	154	154	NUM
ijassa-1513	561	6	]	]	PUNCT
ijassa-1513	562	1	[	[	X
ijassa-1513	562	2	169	169	NUM
ijassa-1513	562	3	]	]	X
ijassa-1513	563	1	[	[	X
ijassa-1513	563	2	5	5	NUM
ijassa-1513	563	3	]	]	X
ijassa-1513	563	4	[	[	X
ijassa-1513	563	5	68	68	NUM
ijassa-1513	563	6	]	]	X
ijassa-1513	564	1	[	[	X
ijassa-1513	564	2	23	23	NUM
ijassa-1513	564	3	]	]	X
ijassa-1513	565	1	[	[	X
ijassa-1513	565	2	20	20	NUM
ijassa-1513	565	3	]	]	X
ijassa-1513	566	1	[	[	X
ijassa-1513	566	2	99	99	NUM
ijassa-1513	566	3	]	]	X
ijassa-1513	566	4	[	[	X
ijassa-1513	566	5	100	100	NUM
ijassa-1513	566	6	]	]	PUNCT
ijassa-1513	566	7	[	[	X
ijassa-1513	566	8	93	93	X
ijassa-1513	566	9	]	]	PUNCT
ijassa-1513	566	10	[	[	X
ijassa-1513	566	11	173	173	NUM
ijassa-1513	566	12	]	]	X
ijassa-1513	567	1	[	[	X
ijassa-1513	567	2	84	84	NUM
ijassa-1513	567	3	]	]	PUNCT
ijassa-1513	568	1	[	[	X
ijassa-1513	568	2	134	134	NUM
ijassa-1513	568	3	]	]	X
ijassa-1513	568	4	[	[	X
ijassa-1513	568	5	73	73	NUM
ijassa-1513	568	6	]	]	X
ijassa-1513	568	7	[	[	X
ijassa-1513	568	8	10	10	NUM
ijassa-1513	568	9	]	]	X
ijassa-1513	568	10	[	[	X
ijassa-1513	568	11	86	86	NUM
ijassa-1513	568	12	]	]	SYM
ijassa-1513	568	13	146	146	NUM
ijassa-1513	568	14	a.	a.	NOUN
ijassa-1513	568	15	kravets	kravet	NOUN
ijassa-1513	568	16	,	,	PUNCT
ijassa-1513	568	17	d.	d.	PROPN
ijassa-1513	568	18	semenochkin	semenochkin	PROPN
ijassa-1513	568	19	copyright	copyright	NOUN
ijassa-1513	568	20	©	©	PROPN
ijassa-1513	568	21	2024	2024	NUM
ijassa-1513	568	22	assa	assa	PROPN
ijassa-1513	568	23	adv	adv	PROPN
ijassa-1513	568	24	.	.	PUNCT
ijassa-1513	569	1	in	in	ADP
ijassa-1513	569	2	systems	system	NOUN
ijassa-1513	569	3	science	science	NOUN
ijassa-1513	569	4	and	and	CCONJ
ijassa-1513	569	5	appl	appl	NOUN
ijassa-1513	569	6	.	.	PUNCT
ijassa-1513	570	1	(	(	PUNCT
ijassa-1513	570	2	2024	2024	NUM
ijassa-1513	570	3	)	)	PUNCT
ijassa-1513	570	4	rnn	rnn	VERB
ijassa-1513	570	5	10,9	10,9	NUM
ijassa-1513	570	6	%	%	NOUN
ijassa-1513	570	7	(	(	PUNCT
ijassa-1513	570	8	12	12	NUM
ijassa-1513	570	9	of	of	ADP
ijassa-1513	570	10	110	110	NUM
ijassa-1513	570	11	)	)	PUNCT
ijassa-1513	571	1	[	[	X
ijassa-1513	571	2	22	22	NUM
ijassa-1513	571	3	]	]	X
ijassa-1513	572	1	[	[	X
ijassa-1513	572	2	8	8	NUM
ijassa-1513	572	3	]	]	X
ijassa-1513	573	1	[	[	X
ijassa-1513	573	2	127	127	NUM
ijassa-1513	573	3	]	]	X
ijassa-1513	574	1	[	[	X
ijassa-1513	574	2	103	103	NUM
ijassa-1513	574	3	]	]	X
ijassa-1513	575	1	[	[	X
ijassa-1513	575	2	53	53	NUM
ijassa-1513	575	3	]	]	X
ijassa-1513	576	1	[	[	X
ijassa-1513	576	2	45	45	NUM
ijassa-1513	576	3	]	]	X
ijassa-1513	577	1	[	[	X
ijassa-1513	577	2	177	177	NUM
ijassa-1513	577	3	]	]	X
ijassa-1513	578	1	[	[	X
ijassa-1513	578	2	4	4	X
ijassa-1513	578	3	]	]	X
ijassa-1513	578	4	[	[	X
ijassa-1513	578	5	20	20	NUM
ijassa-1513	578	6	]	]	X
ijassa-1513	579	1	[	[	X
ijassa-1513	579	2	99	99	NUM
ijassa-1513	579	3	]	]	X
ijassa-1513	579	4	[	[	X
ijassa-1513	579	5	78	78	NUM
ijassa-1513	579	6	]	]	PUNCT
ijassa-1513	579	7	[	[	X
ijassa-1513	579	8	132	132	NUM
ijassa-1513	579	9	]	]	PUNCT
ijassa-1513	579	10	transformer	transformer	NOUN
ijassa-1513	579	11	8,1	8,1	NUM
ijassa-1513	579	12	%	%	NOUN
ijassa-1513	579	13	(	(	PUNCT
ijassa-1513	579	14	9	9	NUM
ijassa-1513	579	15	of	of	ADP
ijassa-1513	579	16	110	110	NUM
ijassa-1513	579	17	)	)	PUNCT
ijassa-1513	580	1	[	[	X
ijassa-1513	580	2	22	22	NUM
ijassa-1513	580	3	]	]	X
ijassa-1513	581	1	[	[	X
ijassa-1513	581	2	103	103	NUM
ijassa-1513	581	3	]	]	X
ijassa-1513	582	1	[	[	X
ijassa-1513	582	2	138	138	NUM
ijassa-1513	582	3	]	]	X
ijassa-1513	583	1	[	[	X
ijassa-1513	583	2	23	23	NUM
ijassa-1513	583	3	]	]	PUNCT
ijassa-1513	584	1	[	[	X
ijassa-1513	584	2	145	145	NUM
ijassa-1513	584	3	]	]	X
ijassa-1513	584	4	[	[	X
ijassa-1513	584	5	41	41	NUM
ijassa-1513	584	6	]	]	X
ijassa-1513	585	1	[	[	X
ijassa-1513	585	2	108	108	NUM
ijassa-1513	585	3	]	]	PUNCT
ijassa-1513	585	4	[	[	X
ijassa-1513	585	5	61	61	NUM
ijassa-1513	585	6	]	]	PUNCT
ijassa-1513	585	7	in	in	ADP
ijassa-1513	585	8	the	the	DET
ijassa-1513	585	9	area	area	NOUN
ijassa-1513	585	10	of	of	ADP
ijassa-1513	585	11	deep	deep	ADJ
ijassa-1513	585	12	learning	learning	NOUN
ijassa-1513	585	13	,	,	PUNCT
ijassa-1513	585	14	it	it	PRON
ijassa-1513	585	15	should	should	AUX
ijassa-1513	585	16	be	be	AUX
ijassa-1513	585	17	noted	note	VERB
ijassa-1513	585	18	that	that	SCONJ
ijassa-1513	585	19	the	the	DET
ijassa-1513	585	20	use	use	NOUN
ijassa-1513	585	21	of	of	ADP
ijassa-1513	585	22	lstm	lstm	NOUN
ijassa-1513	585	23	models	model	NOUN
ijassa-1513	585	24	has	have	AUX
ijassa-1513	585	25	become	become	VERB
ijassa-1513	585	26	one	one	NUM
ijassa-1513	585	27	of	of	ADP
ijassa-1513	585	28	the	the	DET
ijassa-1513	585	29	most	most	ADV
ijassa-1513	585	30	prominent	prominent	ADJ
ijassa-1513	585	31	topics	topic	NOUN
ijassa-1513	585	32	.	.	PUNCT
ijassa-1513	586	1	lstm	lstm	VERB
ijassa-1513	586	2	,	,	PUNCT
ijassa-1513	586	3	although	although	SCONJ
ijassa-1513	586	4	technically	technically	ADV
ijassa-1513	586	5	an	an	DET
ijassa-1513	586	6	rnn	rnn	NOUN
ijassa-1513	586	7	model	model	NOUN
ijassa-1513	586	8	,	,	PUNCT
ijassa-1513	586	9	has	have	AUX
ijassa-1513	586	10	been	be	AUX
ijassa-1513	586	11	widespread	widespread	ADJ
ijassa-1513	586	12	enough	enough	ADV
ijassa-1513	586	13	to	to	PART
ijassa-1513	586	14	merit	merit	VERB
ijassa-1513	586	15	a	a	DET
ijassa-1513	586	16	separate	separate	ADJ
ijassa-1513	586	17	category	category	NOUN
ijassa-1513	586	18	because	because	SCONJ
ijassa-1513	586	19	of	of	ADP
ijassa-1513	586	20	its	its	PRON
ijassa-1513	586	21	unique	unique	ADJ
ijassa-1513	586	22	architecture	architecture	NOUN
ijassa-1513	586	23	and	and	CCONJ
ijassa-1513	586	24	usefulness	usefulness	NOUN
ijassa-1513	586	25	for	for	ADP
ijassa-1513	586	26	analyzing	analyze	VERB
ijassa-1513	586	27	sequential	sequential	ADJ
ijassa-1513	586	28	data	datum	NOUN
ijassa-1513	586	29	.	.	PUNCT
ijassa-1513	587	1	lstm	lstm	NOUN
ijassa-1513	587	2	and	and	CCONJ
ijassa-1513	587	3	its	its	PRON
ijassa-1513	587	4	derived	derived	ADJ
ijassa-1513	587	5	models	model	NOUN
ijassa-1513	587	6	represent	represent	VERB
ijassa-1513	587	7	the	the	DET
ijassa-1513	587	8	most	most	ADV
ijassa-1513	587	9	commonly	commonly	ADV
ijassa-1513	587	10	used	use	VERB
ijassa-1513	587	11	classification	classification	NOUN
ijassa-1513	587	12	algorithms	algorithm	NOUN
ijassa-1513	587	13	among	among	ADP
ijassa-1513	587	14	the	the	DET
ijassa-1513	587	15	sources	source	NOUN
ijassa-1513	587	16	reviewed	review	VERB
ijassa-1513	587	17	.	.	PUNCT
ijassa-1513	588	1	in	in	ADP
ijassa-1513	588	2	addition	addition	NOUN
ijassa-1513	588	3	,	,	PUNCT
ijassa-1513	588	4	along	along	ADP
ijassa-1513	588	5	with	with	ADP
ijassa-1513	588	6	lstm	lstm	NOUN
ijassa-1513	588	7	-	-	PUNCT
ijassa-1513	588	8	based	base	VERB
ijassa-1513	588	9	models	model	NOUN
ijassa-1513	588	10	,	,	PUNCT
ijassa-1513	588	11	cnn	cnn	PROPN
ijassa-1513	588	12	models	model	NOUN
ijassa-1513	588	13	are	be	AUX
ijassa-1513	588	14	the	the	DET
ijassa-1513	588	15	second	second	ADJ
ijassa-1513	588	16	most	most	ADV
ijassa-1513	588	17	popular	popular	ADJ
ijassa-1513	588	18	.	.	PUNCT
ijassa-1513	589	1	rnn	rnn	VERB
ijassa-1513	589	2	-	-	PUNCT
ijassa-1513	589	3	based	base	VERB
ijassa-1513	589	4	models	model	NOUN
ijassa-1513	589	5	and	and	CCONJ
ijassa-1513	589	6	transformer	transformer	NOUN
ijassa-1513	589	7	-	-	PUNCT
ijassa-1513	589	8	based	base	VERB
ijassa-1513	589	9	models	model	NOUN
ijassa-1513	589	10	are	be	AUX
ijassa-1513	589	11	not	not	PART
ijassa-1513	589	12	the	the	DET
ijassa-1513	589	13	least	least	ADJ
ijassa-1513	589	14	popular	popular	ADJ
ijassa-1513	589	15	.	.	PUNCT
ijassa-1513	590	1	other	other	ADJ
ijassa-1513	590	2	learning	learning	NOUN
ijassa-1513	590	3	models	model	NOUN
ijassa-1513	590	4	include	include	VERB
ijassa-1513	590	5	graph	graph	NOUN
ijassa-1513	590	6	neural	neural	ADJ
ijassa-1513	590	7	networks	network	NOUN
ijassa-1513	590	8	(	(	PUNCT
ijassa-1513	590	9	gnns	gnns	NOUN
ijassa-1513	590	10	)	)	PUNCT
ijassa-1513	590	11	(	(	PUNCT
ijassa-1513	590	12	[	[	X
ijassa-1513	590	13	165	165	NUM
ijassa-1513	590	14	]	]	X
ijassa-1513	591	1	[	[	X
ijassa-1513	591	2	128	128	NUM
ijassa-1513	591	3	]	]	X
ijassa-1513	591	4	[	[	X
ijassa-1513	591	5	29	29	NUM
ijassa-1513	591	6	]	]	PUNCT
ijassa-1513	591	7	)	)	PUNCT
ijassa-1513	591	8	and	and	CCONJ
ijassa-1513	591	9	hierarchical	hierarchical	ADJ
ijassa-1513	591	10	attention	attention	NOUN
ijassa-1513	591	11	networks	network	NOUN
ijassa-1513	591	12	(	(	PUNCT
ijassa-1513	591	13	hans	hans	PROPN
ijassa-1513	591	14	)	)	PUNCT
ijassa-1513	591	15	(	(	PUNCT
ijassa-1513	592	1	[	[	X
ijassa-1513	592	2	142	142	NUM
ijassa-1513	592	3	]	]	PUNCT
ijassa-1513	593	1	[	[	X
ijassa-1513	593	2	22	22	NUM
ijassa-1513	593	3	]	]	X
ijassa-1513	594	1	[	[	X
ijassa-1513	594	2	127	127	NUM
ijassa-1513	594	3	]	]	X
ijassa-1513	595	1	[	[	X
ijassa-1513	595	2	47	47	NUM
ijassa-1513	595	3	]	]	X
ijassa-1513	596	1	[	[	X
ijassa-1513	596	2	36	36	NUM
ijassa-1513	596	3	]	]	NUM
ijassa-1513	596	4	)	)	PUNCT
ijassa-1513	596	5	.	.	PUNCT
ijassa-1513	597	1	sources	source	NOUN
ijassa-1513	597	2	(	(	PUNCT
ijassa-1513	597	3	[	[	X
ijassa-1513	597	4	177	177	NUM
ijassa-1513	597	5	]	]	X
ijassa-1513	597	6	[	[	X
ijassa-1513	597	7	4	4	X
ijassa-1513	597	8	]	]	X
ijassa-1513	597	9	[	[	X
ijassa-1513	597	10	132	132	NUM
ijassa-1513	597	11	]	]	PUNCT
ijassa-1513	597	12	)	)	PUNCT
ijassa-1513	597	13	use	use	VERB
ijassa-1513	597	14	gru	gru	NOUN
ijassa-1513	597	15	architecture	architecture	NOUN
ijassa-1513	597	16	for	for	ADP
ijassa-1513	597	17	text	text	NOUN
ijassa-1513	597	18	classification	classification	NOUN
ijassa-1513	597	19	.	.	PUNCT
ijassa-1513	598	1	sources	source	NOUN
ijassa-1513	599	1	[	[	X
ijassa-1513	599	2	130	130	NUM
ijassa-1513	599	3	]	]	PUNCT
ijassa-1513	600	1	[	[	X
ijassa-1513	600	2	137	137	NUM
ijassa-1513	600	3	]	]	PUNCT
ijassa-1513	600	4	[	[	X
ijassa-1513	600	5	152	152	NUM
ijassa-1513	600	6	]	]	X
ijassa-1513	601	1	[	[	X
ijassa-1513	601	2	95	95	NUM
ijassa-1513	601	3	]	]	X
ijassa-1513	602	1	[	[	X
ijassa-1513	602	2	114	114	NUM
ijassa-1513	602	3	]	]	PUNCT
ijassa-1513	603	1	[	[	X
ijassa-1513	603	2	23	23	NUM
ijassa-1513	603	3	]	]	X
ijassa-1513	604	1	[	[	X
ijassa-1513	604	2	4	4	X
ijassa-1513	604	3	]	]	PUNCT
ijassa-1513	604	4	employ	employ	VERB
ijassa-1513	604	5	the	the	DET
ijassa-1513	604	6	conventional	conventional	ADJ
ijassa-1513	604	7	lstm	lstm	NOUN
ijassa-1513	604	8	architecture	architecture	NOUN
ijassa-1513	604	9	as	as	ADP
ijassa-1513	604	10	a	a	DET
ijassa-1513	604	11	fundamental	fundamental	ADJ
ijassa-1513	604	12	component	component	NOUN
ijassa-1513	604	13	of	of	ADP
ijassa-1513	604	14	their	their	PRON
ijassa-1513	604	15	text	text	NOUN
ijassa-1513	604	16	classification	classification	NOUN
ijassa-1513	604	17	models	model	NOUN
ijassa-1513	604	18	.	.	PUNCT
ijassa-1513	605	1	sources	source	NOUN
ijassa-1513	605	2	[	[	X
ijassa-1513	605	3	54	54	NUM
ijassa-1513	605	4	]	]	PUNCT
ijassa-1513	605	5	,	,	PUNCT
ijassa-1513	605	6	[	[	X
ijassa-1513	605	7	103	103	NUM
ijassa-1513	605	8	]	]	X
ijassa-1513	606	1	[	[	X
ijassa-1513	606	2	102	102	NUM
ijassa-1513	606	3	]	]	X
ijassa-1513	606	4	[	[	X
ijassa-1513	606	5	27	27	NUM
ijassa-1513	606	6	]	]	X
ijassa-1513	606	7	[	[	X
ijassa-1513	606	8	176	176	X
ijassa-1513	606	9	]	]	X
ijassa-1513	606	10	[	[	X
ijassa-1513	606	11	135	135	NUM
ijassa-1513	606	12	]	]	PUNCT
ijassa-1513	606	13	employ	employ	NOUN
ijassa-1513	606	14	bidirectional	bidirectional	ADJ
ijassa-1513	606	15	lstm	lstm	NOUN
ijassa-1513	606	16	(	(	PUNCT
ijassa-1513	606	17	bi	bi	NOUN
ijassa-1513	606	18	-	-	ADJ
ijassa-1513	606	19	lstm	lstm	ADJ
ijassa-1513	606	20	)	)	PUNCT
ijassa-1513	606	21	models	model	NOUN
ijassa-1513	606	22	for	for	ADP
ijassa-1513	606	23	text	text	NOUN
ijassa-1513	606	24	classification	classification	NOUN
ijassa-1513	606	25	.	.	PUNCT
ijassa-1513	607	1	bi	bi	ADJ
ijassa-1513	607	2	-	-	NOUN
ijassa-1513	607	3	lstm	lstm	ADJ
ijassa-1513	607	4	,	,	PUNCT
ijassa-1513	607	5	an	an	DET
ijassa-1513	607	6	extension	extension	NOUN
ijassa-1513	607	7	of	of	ADP
ijassa-1513	607	8	standard	standard	ADJ
ijassa-1513	607	9	lstm	lstm	NOUN
ijassa-1513	607	10	,	,	PUNCT
ijassa-1513	607	11	offers	offer	VERB
ijassa-1513	607	12	the	the	DET
ijassa-1513	607	13	ability	ability	NOUN
ijassa-1513	607	14	to	to	PART
ijassa-1513	607	15	capture	capture	VERB
ijassa-1513	607	16	contextual	contextual	ADJ
ijassa-1513	607	17	information	information	NOUN
ijassa-1513	607	18	from	from	ADP
ijassa-1513	607	19	both	both	PRON
ijassa-1513	607	20	past	past	ADJ
ijassa-1513	607	21	and	and	CCONJ
ijassa-1513	607	22	future	future	ADJ
ijassa-1513	607	23	states	state	NOUN
ijassa-1513	607	24	of	of	ADP
ijassa-1513	607	25	a	a	DET
ijassa-1513	607	26	word	word	NOUN
ijassa-1513	607	27	within	within	ADP
ijassa-1513	607	28	a	a	DET
ijassa-1513	607	29	sequence	sequence	NOUN
ijassa-1513	607	30	.	.	PUNCT
ijassa-1513	608	1	bi	bi	ADJ
ijassa-1513	608	2	-	-	ADJ
ijassa-1513	608	3	lstm	lstm	ADJ
ijassa-1513	608	4	operates	operate	VERB
ijassa-1513	608	5	by	by	ADP
ijassa-1513	608	6	employing	employ	VERB
ijassa-1513	608	7	two	two	NUM
ijassa-1513	608	8	lstm	lstm	ADJ
ijassa-1513	608	9	layers	layer	NOUN
ijassa-1513	608	10	—	—	PUNCT
ijassa-1513	608	11	one	one	NUM
ijassa-1513	608	12	that	that	PRON
ijassa-1513	608	13	processes	process	VERB
ijassa-1513	608	14	the	the	DET
ijassa-1513	608	15	sequence	sequence	NOUN
ijassa-1513	608	16	from	from	ADP
ijassa-1513	608	17	the	the	DET
ijassa-1513	608	18	beginning	beginning	NOUN
ijassa-1513	608	19	to	to	ADP
ijassa-1513	608	20	the	the	DET
ijassa-1513	608	21	end	end	NOUN
ijassa-1513	608	22	(	(	PUNCT
ijassa-1513	608	23	forward	forward	ADV
ijassa-1513	608	24	lstm	lstm	ADJ
ijassa-1513	608	25	)	)	PUNCT
ijassa-1513	608	26	,	,	PUNCT
ijassa-1513	608	27	and	and	CCONJ
ijassa-1513	608	28	another	another	PRON
ijassa-1513	608	29	that	that	PRON
ijassa-1513	608	30	processes	process	VERB
ijassa-1513	608	31	the	the	DET
ijassa-1513	608	32	sequence	sequence	NOUN
ijassa-1513	608	33	in	in	ADP
ijassa-1513	608	34	reverse	reverse	ADJ
ijassa-1513	608	35	(	(	PUNCT
ijassa-1513	608	36	backward	backward	ADJ
ijassa-1513	608	37	lstm	lstm	NOUN
ijassa-1513	608	38	)	)	PUNCT
ijassa-1513	608	39	.	.	PUNCT
ijassa-1513	609	1	source	source	NOUN
ijassa-1513	609	2	[	[	X
ijassa-1513	609	3	91	91	NUM
ijassa-1513	609	4	]	]	PUNCT
ijassa-1513	609	5	employs	employ	VERB
ijassa-1513	609	6	an	an	DET
ijassa-1513	609	7	innovative	innovative	ADJ
ijassa-1513	609	8	bilstm	bilstm	NOUN
ijassa-1513	609	9	model	model	NOUN
ijassa-1513	609	10	called	call	VERB
ijassa-1513	609	11	attention	attention	NOUN
ijassa-1513	609	12	-	-	PUNCT
ijassa-1513	609	13	based	base	VERB
ijassa-1513	609	14	bi	bi	ADJ
ijassa-1513	609	15	-	-	ADJ
ijassa-1513	609	16	directional	directional	ADJ
ijassa-1513	609	17	lstm	lstm	NOUN
ijassa-1513	609	18	with	with	ADP
ijassa-1513	609	19	a	a	DET
ijassa-1513	609	20	convolutional	convolutional	ADJ
ijassa-1513	609	21	layer	layer	NOUN
ijassa-1513	609	22	(	(	PUNCT
ijassa-1513	609	23	ac	ac	NOUN
ijassa-1513	609	24	-	-	NOUN
ijassa-1513	609	25	bilstm	bilstm	NOUN
ijassa-1513	609	26	)	)	PUNCT
ijassa-1513	609	27	.	.	PUNCT
ijassa-1513	610	1	in	in	ADP
ijassa-1513	610	2	ac	ac	PROPN
ijassa-1513	610	3	-	-	NOUN
ijassa-1513	610	4	bilstm	bilstm	NOUN
ijassa-1513	610	5	,	,	PUNCT
ijassa-1513	610	6	the	the	DET
ijassa-1513	610	7	convolutional	convolutional	ADJ
ijassa-1513	610	8	layer	layer	NOUN
ijassa-1513	610	9	extracts	extract	VERB
ijassa-1513	610	10	higher	high	ADJ
ijassa-1513	610	11	-	-	PUNCT
ijassa-1513	610	12	level	level	NOUN
ijassa-1513	610	13	phrase	phrase	NOUN
ijassa-1513	610	14	representations	representation	NOUN
ijassa-1513	610	15	from	from	ADP
ijassa-1513	610	16	word	word	NOUN
ijassa-1513	610	17	embedding	embed	VERB
ijassa-1513	610	18	vectors	vector	NOUN
ijassa-1513	610	19	,	,	PUNCT
ijassa-1513	610	20	and	and	CCONJ
ijassa-1513	610	21	bilstm	bilstm	NOUN
ijassa-1513	610	22	is	be	AUX
ijassa-1513	610	23	used	use	VERB
ijassa-1513	610	24	to	to	PART
ijassa-1513	610	25	access	access	VERB
ijassa-1513	610	26	representations	representation	NOUN
ijassa-1513	610	27	of	of	ADP
ijassa-1513	610	28	preceding	precede	VERB
ijassa-1513	610	29	and	and	CCONJ
ijassa-1513	610	30	following	follow	VERB
ijassa-1513	610	31	contexts	context	NOUN
ijassa-1513	610	32	.	.	PUNCT
ijassa-1513	611	1	source	source	NOUN
ijassa-1513	611	2	[	[	X
ijassa-1513	611	3	82	82	NUM
ijassa-1513	611	4	]	]	PUNCT
ijassa-1513	611	5	employs	employ	VERB
ijassa-1513	611	6	a	a	DET
ijassa-1513	611	7	bi	bi	ADJ
ijassa-1513	611	8	-	-	ADJ
ijassa-1513	611	9	lstm	lstm	ADJ
ijassa-1513	611	10	-	-	PUNCT
ijassa-1513	611	11	based	base	VERB
ijassa-1513	611	12	model	model	NOUN
ijassa-1513	611	13	known	know	VERB
ijassa-1513	611	14	as	as	ADP
ijassa-1513	611	15	bi	bi	ADJ
ijassa-1513	611	16	-	-	ADJ
ijassa-1513	611	17	lstm	lstm	ADJ
ijassa-1513	611	18	-	-	PUNCT
ijassa-1513	611	19	cnn	cnn	PROPN
ijassa-1513	611	20	.	.	PUNCT
ijassa-1513	612	1	in	in	ADP
ijassa-1513	612	2	this	this	DET
ijassa-1513	612	3	architecture	architecture	NOUN
ijassa-1513	612	4	,	,	PUNCT
ijassa-1513	612	5	the	the	DET
ijassa-1513	612	6	bi	bi	ADJ
ijassa-1513	612	7	-	-	ADJ
ijassa-1513	612	8	lstm	lstm	ADJ
ijassa-1513	612	9	component	component	NOUN
ijassa-1513	612	10	captures	capture	VERB
ijassa-1513	612	11	contextual	contextual	ADJ
ijassa-1513	612	12	information	information	NOUN
ijassa-1513	612	13	from	from	ADP
ijassa-1513	612	14	both	both	DET
ijassa-1513	612	15	directions	direction	NOUN
ijassa-1513	612	16	,	,	PUNCT
ijassa-1513	612	17	and	and	CCONJ
ijassa-1513	612	18	this	this	DET
ijassa-1513	612	19	information	information	NOUN
ijassa-1513	612	20	is	be	AUX
ijassa-1513	612	21	then	then	ADV
ijassa-1513	612	22	fused	fuse	VERB
ijassa-1513	612	23	through	through	ADP
ijassa-1513	612	24	a	a	DET
ijassa-1513	612	25	cnn	cnn	PROPN
ijassa-1513	612	26	.	.	PUNCT
ijassa-1513	613	1	source	source	NOUN
ijassa-1513	613	2	[	[	X
ijassa-1513	613	3	85	85	NUM
ijassa-1513	613	4	]	]	PUNCT
ijassa-1513	613	5	introduces	introduce	VERB
ijassa-1513	613	6	a	a	DET
ijassa-1513	613	7	model	model	NOUN
ijassa-1513	613	8	,	,	PUNCT
ijassa-1513	613	9	known	know	VERB
ijassa-1513	613	10	as	as	ADP
ijassa-1513	613	11	bidirectional	bidirectional	ADJ
ijassa-1513	613	12	attention	attention	NOUN
ijassa-1513	613	13	-	-	PUNCT
ijassa-1513	613	14	based	base	VERB
ijassa-1513	613	15	lstm	lstm	NOUN
ijassa-1513	613	16	or	or	CCONJ
ijassa-1513	613	17	ablstm	ablstm	PROPN
ijassa-1513	613	18	,	,	PUNCT
ijassa-1513	613	19	combines	combine	VERB
ijassa-1513	613	20	deep	deep	ADJ
ijassa-1513	613	21	learning	learning	NOUN
ijassa-1513	613	22	techniques	technique	NOUN
ijassa-1513	613	23	with	with	ADP
ijassa-1513	613	24	regular	regular	ADJ
ijassa-1513	613	25	expression	expression	NOUN
ijassa-1513	613	26	-	-	PUNCT
ijassa-1513	613	27	based	base	VERB
ijassa-1513	613	28	classification	classification	NOUN
ijassa-1513	613	29	strategies	strategy	NOUN
ijassa-1513	613	30	to	to	PART
ijassa-1513	613	31	effectively	effectively	ADV
ijassa-1513	613	32	categorize	categorize	VERB
ijassa-1513	613	33	medical	medical	ADJ
ijassa-1513	613	34	texts	text	NOUN
ijassa-1513	613	35	.	.	PUNCT
ijassa-1513	614	1	source	source	NOUN
ijassa-1513	614	2	[	[	X
ijassa-1513	614	3	174	174	NUM
ijassa-1513	614	4	]	]	PUNCT
ijassa-1513	614	5	employs	employ	VERB
ijassa-1513	614	6	a	a	DET
ijassa-1513	614	7	hybrid	hybrid	ADJ
ijassa-1513	614	8	model	model	NOUN
ijassa-1513	614	9	called	call	VERB
ijassa-1513	614	10	brcan	brcan	PROPN
ijassa-1513	614	11	(	(	PUNCT
ijassa-1513	614	12	bidirectional	bidirectional	ADJ
ijassa-1513	614	13	recurrent	recurrent	NOUN
ijassa-1513	614	14	attentionbased	attentionbase	VERB
ijassa-1513	614	15	convolutional	convolutional	ADJ
ijassa-1513	614	16	neural	neural	ADJ
ijassa-1513	614	17	network	network	NOUN
ijassa-1513	614	18	)	)	PUNCT
ijassa-1513	614	19	,	,	PUNCT
ijassa-1513	614	20	which	which	PRON
ijassa-1513	614	21	combines	combine	VERB
ijassa-1513	614	22	bi	bi	NOUN
ijassa-1513	614	23	-	-	NOUN
ijassa-1513	614	24	lstm	lstm	ADJ
ijassa-1513	614	25	with	with	ADP
ijassa-1513	614	26	a	a	DET
ijassa-1513	614	27	cnn	cnn	PROPN
ijassa-1513	614	28	,	,	PUNCT
ijassa-1513	614	29	attention	attention	NOUN
ijassa-1513	614	30	mechanisms	mechanism	NOUN
ijassa-1513	614	31	,	,	PUNCT
ijassa-1513	614	32	and	and	CCONJ
ijassa-1513	614	33	word2vec	word2vec	X
ijassa-1513	614	34	embeddings	embedding	NOUN
ijassa-1513	614	35	.	.	PUNCT
ijassa-1513	615	1	source	source	NOUN
ijassa-1513	615	2	[	[	X
ijassa-1513	615	3	50	50	NUM
ijassa-1513	615	4	]	]	PUNCT
ijassa-1513	615	5	introduces	introduce	VERB
ijassa-1513	615	6	the	the	DET
ijassa-1513	615	7	universal	universal	ADJ
ijassa-1513	615	8	language	language	NOUN
ijassa-1513	615	9	model	model	NOUN
ijassa-1513	615	10	fine	fine	ADV
ijassa-1513	615	11	-	-	PUNCT
ijassa-1513	615	12	tuning	tuning	NOUN
ijassa-1513	615	13	(	(	PUNCT
ijassa-1513	615	14	ulmfit	ulmfit	ADJ
ijassa-1513	615	15	)	)	PUNCT
ijassa-1513	615	16	architecture	architecture	NOUN
ijassa-1513	615	17	,	,	PUNCT
ijassa-1513	615	18	an	an	DET
ijassa-1513	615	19	extension	extension	NOUN
ijassa-1513	615	20	of	of	ADP
ijassa-1513	615	21	the	the	DET
ijassa-1513	615	22	awd	awd	ADJ
ijassa-1513	615	23	-	-	PUNCT
ijassa-1513	615	24	lstm	lstm	ADJ
ijassa-1513	615	25	model	model	NOUN
ijassa-1513	615	26	.	.	PUNCT
ijassa-1513	616	1	this	this	DET
ijassa-1513	616	2	model	model	NOUN
ijassa-1513	616	3	,	,	PUNCT
ijassa-1513	616	4	based	base	VERB
ijassa-1513	616	5	on	on	ADP
ijassa-1513	616	6	awd	awd	PROPN
ijassa-1513	616	7	-	-	PUNCT
ijassa-1513	616	8	lstm	lstm	NOUN
ijassa-1513	616	9	,	,	PUNCT
ijassa-1513	616	10	represents	represent	VERB
ijassa-1513	616	11	a	a	DET
ijassa-1513	616	12	state	state	NOUN
ijassa-1513	616	13	-	-	PUNCT
ijassa-1513	616	14	of	of	ADP
ijassa-1513	616	15	-	-	PUNCT
ijassa-1513	616	16	the	the	DET
ijassa-1513	616	17	-	-	PUNCT
ijassa-1513	616	18	art	art	NOUN
ijassa-1513	616	19	approach	approach	NOUN
ijassa-1513	616	20	to	to	ADP
ijassa-1513	616	21	text	text	NOUN
ijassa-1513	616	22	classification	classification	NOUN
ijassa-1513	616	23	.	.	PUNCT
ijassa-1513	617	1	furthermore	furthermore	ADV
ijassa-1513	617	2	,	,	PUNCT
ijassa-1513	617	3	source	source	NOUN
ijassa-1513	617	4	[	[	X
ijassa-1513	617	5	110	110	NUM
ijassa-1513	617	6	]	]	PUNCT
ijassa-1513	617	7	presents	present	VERB
ijassa-1513	617	8	a	a	DET
ijassa-1513	617	9	modification	modification	NOUN
ijassa-1513	617	10	to	to	ADP
ijassa-1513	617	11	the	the	DET
ijassa-1513	617	12	lstm	lstm	PROPN
ijassa-1513	617	13	model	model	NOUN
ijassa-1513	617	14	,	,	PUNCT
ijassa-1513	617	15	focusing	focus	VERB
ijassa-1513	617	16	on	on	ADP
ijassa-1513	617	17	a	a	DET
ijassa-1513	617	18	set	set	NOUN
ijassa-1513	617	19	of	of	ADP
ijassa-1513	617	20	highly	highly	ADV
ijassa-1513	617	21	effective	effective	ADJ
ijassa-1513	617	22	regularization	regularization	NOUN
ijassa-1513	617	23	strategies	strategy	NOUN
ijassa-1513	617	24	that	that	PRON
ijassa-1513	617	25	can	can	AUX
ijassa-1513	617	26	be	be	AUX
ijassa-1513	617	27	seamlessly	seamlessly	ADV
ijassa-1513	617	28	integrated	integrate	VERB
ijassa-1513	617	29	into	into	ADP
ijassa-1513	617	30	existing	exist	VERB
ijassa-1513	617	31	lstm	lstm	NOUN
ijassa-1513	617	32	implementations	implementation	NOUN
ijassa-1513	617	33	.	.	PUNCT
ijassa-1513	618	1	source	source	NOUN
ijassa-1513	618	2	[	[	X
ijassa-1513	618	3	141	141	NUM
ijassa-1513	618	4	]	]	PUNCT
ijassa-1513	618	5	and	and	CCONJ
ijassa-1513	618	6	source	source	NOUN
ijassa-1513	618	7	[	[	X
ijassa-1513	618	8	138	138	NUM
ijassa-1513	618	9	]	]	PUNCT
ijassa-1513	618	10	also	also	ADV
ijassa-1513	618	11	leverage	leverage	VERB
ijassa-1513	618	12	the	the	DET
ijassa-1513	618	13	ulmfit	ulmfit	ADJ
ijassa-1513	618	14	model	model	NOUN
ijassa-1513	618	15	.	.	PUNCT
ijassa-1513	619	1	additionally	additionally	ADV
ijassa-1513	619	2	,	,	PUNCT
ijassa-1513	619	3	source	source	NOUN
ijassa-1513	619	4	[	[	X
ijassa-1513	619	5	175	175	NUM
ijassa-1513	619	6	]	]	PUNCT
ijassa-1513	619	7	introduces	introduce	VERB
ijassa-1513	619	8	the	the	DET
ijassa-1513	619	9	c	c	NOUN
ijassa-1513	619	10	-	-	PUNCT
ijassa-1513	619	11	lstm	lstm	ADJ
ijassa-1513	619	12	architecture	architecture	NOUN
ijassa-1513	619	13	,	,	PUNCT
ijassa-1513	619	14	which	which	PRON
ijassa-1513	619	15	combines	combine	VERB
ijassa-1513	619	16	the	the	DET
ijassa-1513	619	17	strengths	strength	NOUN
ijassa-1513	619	18	of	of	ADP
ijassa-1513	619	19	cnns	cnn	NOUN
ijassa-1513	619	20	and	and	CCONJ
ijassa-1513	619	21	rnns	rnn	NOUN
ijassa-1513	619	22	to	to	PART
ijassa-1513	619	23	enhance	enhance	VERB
ijassa-1513	619	24	text	text	NOUN
ijassa-1513	619	25	classification	classification	NOUN
ijassa-1513	619	26	.	.	PUNCT
ijassa-1513	620	1	source	source	NOUN
ijassa-1513	620	2	[	[	X
ijassa-1513	620	3	81	81	NUM
ijassa-1513	620	4	]	]	PUNCT
ijassa-1513	620	5	similarly	similarly	ADV
ijassa-1513	620	6	employs	employ	VERB
ijassa-1513	620	7	a	a	DET
ijassa-1513	620	8	model	model	NOUN
ijassa-1513	620	9	inspired	inspire	VERB
ijassa-1513	620	10	by	by	ADP
ijassa-1513	620	11	the	the	DET
ijassa-1513	620	12	c	c	NOUN
ijassa-1513	620	13	-	-	PUNCT
ijassa-1513	620	14	lstm	lstm	ADJ
ijassa-1513	620	15	architecture	architecture	NOUN
ijassa-1513	620	16	for	for	ADP
ijassa-1513	620	17	text	text	NOUN
ijassa-1513	620	18	classification	classification	NOUN
ijassa-1513	620	19	,	,	PUNCT
ijassa-1513	620	20	further	far	ADV
ijassa-1513	620	21	emphasizing	emphasize	VERB
ijassa-1513	620	22	the	the	DET
ijassa-1513	620	23	efficacy	efficacy	NOUN
ijassa-1513	620	24	of	of	ADP
ijassa-1513	620	25	this	this	DET
ijassa-1513	620	26	combined	combine	VERB
ijassa-1513	620	27	cnn	cnn	PROPN
ijassa-1513	620	28	and	and	CCONJ
ijassa-1513	620	29	lstm	lstm	PROPN
ijassa-1513	620	30	approach	approach	NOUN
ijassa-1513	620	31	.	.	PUNCT
ijassa-1513	621	1	sources	source	NOUN
ijassa-1513	622	1	[	[	X
ijassa-1513	622	2	47	47	NUM
ijassa-1513	622	3	]	]	PUNCT
ijassa-1513	622	4	and	and	CCONJ
ijassa-1513	622	5	[	[	X
ijassa-1513	622	6	100	100	NUM
ijassa-1513	622	7	]	]	PUNCT
ijassa-1513	622	8	uses	use	VERB
ijassa-1513	622	9	a	a	DET
ijassa-1513	622	10	similar	similar	ADJ
ijassa-1513	622	11	architecture	architecture	NOUN
ijassa-1513	622	12	,	,	PUNCT
ijassa-1513	622	13	also	also	ADV
ijassa-1513	622	14	combining	combine	VERB
ijassa-1513	622	15	cnn	cnn	PROPN
ijassa-1513	622	16	and	and	CCONJ
ijassa-1513	622	17	rnn	rnn	PROPN
ijassa-1513	622	18	.	.	PUNCT
ijassa-1513	623	1	source	source	NOUN
ijassa-1513	623	2	[	[	X
ijassa-1513	623	3	163	163	NUM
ijassa-1513	623	4	]	]	PUNCT
ijassa-1513	623	5	introduces	introduce	VERB
ijassa-1513	623	6	the	the	DET
ijassa-1513	623	7	ranklstm	ranklstm	PROPN
ijassa-1513	623	8	classification	classification	NOUN
ijassa-1513	623	9	model	model	NOUN
ijassa-1513	623	10	,	,	PUNCT
ijassa-1513	623	11	which	which	PRON
ijassa-1513	623	12	operates	operate	VERB
ijassa-1513	623	13	through	through	ADP
ijassa-1513	623	14	a	a	DET
ijassa-1513	623	15	unified	unified	ADJ
ijassa-1513	623	16	learning	learning	NOUN
ijassa-1513	623	17	-	-	PUNCT
ijassa-1513	623	18	ranking	rank	VERB
ijassa-1513	623	19	process	process	NOUN
ijassa-1513	623	20	.	.	PUNCT
ijassa-1513	624	1	in	in	ADP
ijassa-1513	624	2	ranklstm	ranklstm	PROPN
ijassa-1513	624	3	,	,	PUNCT
ijassa-1513	624	4	the	the	DET
ijassa-1513	624	5	arrangement	arrangement	NOUN
ijassa-1513	624	6	of	of	ADP
ijassa-1513	624	7	document	document	NOUN
ijassa-1513	624	8	labels	label	NOUN
ijassa-1513	624	9	is	be	AUX
ijassa-1513	624	10	transformed	transform	VERB
ijassa-1513	624	11	based	base	VERB
ijassa-1513	624	12	on	on	ADP
ijassa-1513	624	13	a	a	DET
ijassa-1513	624	14	semantic	semantic	ADJ
ijassa-1513	624	15	tree	tree	NOUN
ijassa-1513	624	16	,	,	PUNCT
ijassa-1513	624	17	ensuring	ensure	VERB
ijassa-1513	624	18	compatibility	compatibility	NOUN
ijassa-1513	624	19	and	and	CCONJ
ijassa-1513	624	20	consistency	consistency	NOUN
ijassa-1513	624	21	with	with	ADP
ijassa-1513	624	22	the	the	DET
ijassa-1513	624	23	sequential	sequential	ADJ
ijassa-1513	624	24	learning	learn	VERB
ijassa-1513	624	25	lstm	lstm	ADJ
ijassa-1513	624	26	framework	framework	NOUN
ijassa-1513	624	27	.	.	PUNCT
ijassa-1513	625	1	to	to	PART
ijassa-1513	625	2	address	address	VERB
ijassa-1513	625	3	the	the	DET
ijassa-1513	625	4	challenge	challenge	NOUN
ijassa-1513	625	5	of	of	ADP
ijassa-1513	625	6	variable	variable	ADJ
ijassa-1513	625	7	label	label	NOUN
ijassa-1513	625	8	numbers	number	NOUN
ijassa-1513	625	9	within	within	ADP
ijassa-1513	625	10	each	each	DET
ijassa-1513	625	11	document	document	NOUN
ijassa-1513	625	12	,	,	PUNCT
ijassa-1513	625	13	ranklstm	ranklstm	PROPN
ijassa-1513	625	14	employs	employ	VERB
ijassa-1513	625	15	connectionist	connectionist	ADJ
ijassa-1513	625	16	temporal	temporal	ADJ
ijassa-1513	625	17	classification	classification	NOUN
ijassa-1513	625	18	(	(	PUNCT
ijassa-1513	625	19	ctc	ctc	NOUN
ijassa-1513	625	20	)	)	PUNCT
ijassa-1513	625	21	techniques	technique	NOUN
ijassa-1513	626	1	[	[	X
ijassa-1513	626	2	40	40	NUM
ijassa-1513	626	3	]	]	PUNCT
ijassa-1513	626	4	,	,	PUNCT
ijassa-1513	626	5	effectively	effectively	ADV
ijassa-1513	626	6	mitigating	mitigate	VERB
ijassa-1513	626	7	the	the	DET
ijassa-1513	626	8	problem	problem	NOUN
ijassa-1513	626	9	of	of	ADP
ijassa-1513	626	10	error	error	NOUN
ijassa-1513	626	11	propagation	propagation	NOUN
ijassa-1513	626	12	.	.	PUNCT
ijassa-1513	627	1	source	source	NOUN
ijassa-1513	627	2	[	[	X
ijassa-1513	627	3	94	94	NUM
ijassa-1513	627	4	]	]	PUNCT
ijassa-1513	627	5	proposes	propose	VERB
ijassa-1513	627	6	an	an	DET
ijassa-1513	627	7	asp	asp	PROPN
ijassa-1513	627	8	-	-	PUNCT
ijassa-1513	627	9	mtl	mtl	PROPN
ijassa-1513	627	10	(	(	PUNCT
ijassa-1513	627	11	adversarial	adversarial	ADJ
ijassa-1513	627	12	shared	share	VERB
ijassa-1513	627	13	-	-	PUNCT
ijassa-1513	627	14	private	private	ADJ
ijassa-1513	627	15	model	model	NOUN
ijassa-1513	627	16	for	for	ADP
ijassa-1513	627	17	multi	multi	ADJ
ijassa-1513	627	18	-	-	ADJ
ijassa-1513	627	19	task	task	ADJ
ijassa-1513	627	20	learning	learning	NOUN
ijassa-1513	627	21	)	)	PUNCT
ijassa-1513	627	22	that	that	PRON
ijassa-1513	627	23	incorporates	incorporate	VERB
ijassa-1513	627	24	lstm	lstm	ADJ
ijassa-1513	627	25	layers	layer	NOUN
ijassa-1513	627	26	.	.	PUNCT
ijassa-1513	628	1	this	this	DET
ijassa-1513	628	2	architecture	architecture	NOUN
ijassa-1513	628	3	features	feature	VERB
ijassa-1513	628	4	a	a	DET
ijassa-1513	628	5	shared	share	VERB
ijassa-1513	628	6	recurrent	recurrent	ADJ
ijassa-1513	628	7	neural	neural	ADJ
ijassa-1513	628	8	text	text	NOUN
ijassa-1513	628	9	classification	classification	NOUN
ijassa-1513	628	10	technologies	technology	NOUN
ijassa-1513	628	11	in	in	ADP
ijassa-1513	628	12	document	document	NOUN
ijassa-1513	628	13	categorization	categorization	NOUN
ijassa-1513	628	14	systems	system	NOUN
ijassa-1513	628	15	.	.	PUNCT
ijassa-1513	629	1	a	a	DET
ijassa-1513	629	2	survey	survey	NOUN
ijassa-1513	629	3	147	147	NUM
ijassa-1513	629	4	copyright	copyright	NOUN
ijassa-1513	629	5	©	©	PROPN
ijassa-1513	629	6	2024	2024	NUM
ijassa-1513	629	7	assa	assa	NOUN
ijassa-1513	629	8	.	.	PUNCT
ijassa-1513	630	1	adv	adv	PROPN
ijassa-1513	630	2	.	.	PUNCT
ijassa-1513	631	1	in	in	ADP
ijassa-1513	631	2	systems	system	NOUN
ijassa-1513	631	3	science	science	NOUN
ijassa-1513	631	4	and	and	CCONJ
ijassa-1513	631	5	appl	appl	NOUN
ijassa-1513	631	6	.	.	PUNCT
ijassa-1513	632	1	(	(	PUNCT
ijassa-1513	632	2	2024	2024	NUM
ijassa-1513	632	3	)	)	PUNCT
ijassa-1513	632	4	layer	layer	NOUN
ijassa-1513	632	5	that	that	PRON
ijassa-1513	632	6	engages	engage	VERB
ijassa-1513	632	7	in	in	ADP
ijassa-1513	632	8	adversarial	adversarial	ADJ
ijassa-1513	632	9	learning	learning	NOUN
ijassa-1513	632	10	against	against	ADP
ijassa-1513	632	11	a	a	DET
ijassa-1513	632	12	trained	train	VERB
ijassa-1513	632	13	multi	multi	ADJ
ijassa-1513	632	14	-	-	ADJ
ijassa-1513	632	15	layer	layer	ADJ
ijassa-1513	632	16	perceptron	perceptron	NOUN
ijassa-1513	632	17	,	,	PUNCT
ijassa-1513	632	18	actively	actively	ADV
ijassa-1513	632	19	preventing	prevent	VERB
ijassa-1513	632	20	it	it	PRON
ijassa-1513	632	21	from	from	ADP
ijassa-1513	632	22	making	make	VERB
ijassa-1513	632	23	precise	precise	ADJ
ijassa-1513	632	24	predictions	prediction	NOUN
ijassa-1513	632	25	regarding	regard	VERB
ijassa-1513	632	26	task	task	NOUN
ijassa-1513	632	27	types	type	NOUN
ijassa-1513	632	28	.	.	PUNCT
ijassa-1513	633	1	moreover	moreover	ADV
ijassa-1513	633	2	,	,	PUNCT
ijassa-1513	633	3	sources	source	NOUN
ijassa-1513	633	4	[	[	X
ijassa-1513	633	5	22	22	NUM
ijassa-1513	633	6	]	]	PUNCT
ijassa-1513	633	7	and	and	CCONJ
ijassa-1513	633	8	[	[	X
ijassa-1513	633	9	127	127	NUM
ijassa-1513	633	10	]	]	PUNCT
ijassa-1513	633	11	employ	employ	NOUN
ijassa-1513	633	12	bidirectional	bidirectional	PROPN
ijassa-1513	633	13	gru	gru	NOUN
ijassa-1513	633	14	models	model	NOUN
ijassa-1513	633	15	with	with	ADP
ijassa-1513	633	16	an	an	DET
ijassa-1513	633	17	attention	attention	NOUN
ijassa-1513	633	18	mechanism	mechanism	NOUN
ijassa-1513	633	19	.	.	PUNCT
ijassa-1513	634	1	bidirectional	bidirectional	ADJ
ijassa-1513	634	2	grus	grus	NOUN
ijassa-1513	634	3	process	process	NOUN
ijassa-1513	634	4	input	input	NOUN
ijassa-1513	634	5	sequences	sequence	NOUN
ijassa-1513	634	6	in	in	ADP
ijassa-1513	634	7	both	both	CCONJ
ijassa-1513	634	8	forward	forward	ADJ
ijassa-1513	634	9	and	and	CCONJ
ijassa-1513	634	10	backward	backward	ADJ
ijassa-1513	634	11	directions	direction	NOUN
ijassa-1513	634	12	,	,	PUNCT
ijassa-1513	634	13	enhancing	enhance	VERB
ijassa-1513	634	14	their	their	PRON
ijassa-1513	634	15	ability	ability	NOUN
ijassa-1513	634	16	to	to	PART
ijassa-1513	634	17	capture	capture	VERB
ijassa-1513	634	18	contextual	contextual	ADJ
ijassa-1513	634	19	information	information	NOUN
ijassa-1513	634	20	.	.	PUNCT
ijassa-1513	635	1	the	the	DET
ijassa-1513	635	2	attention	attention	NOUN
ijassa-1513	635	3	mechanism	mechanism	NOUN
ijassa-1513	635	4	allows	allow	VERB
ijassa-1513	635	5	the	the	DET
ijassa-1513	635	6	model	model	NOUN
ijassa-1513	635	7	to	to	PART
ijassa-1513	635	8	focus	focus	VERB
ijassa-1513	635	9	on	on	ADP
ijassa-1513	635	10	important	important	ADJ
ijassa-1513	635	11	words	word	NOUN
ijassa-1513	635	12	or	or	CCONJ
ijassa-1513	635	13	phrases	phrase	NOUN
ijassa-1513	635	14	within	within	ADP
ijassa-1513	635	15	a	a	DET
ijassa-1513	635	16	sentence	sentence	NOUN
ijassa-1513	635	17	.	.	PUNCT
ijassa-1513	636	1	source	source	NOUN
ijassa-1513	636	2	[	[	X
ijassa-1513	636	3	53	53	NUM
ijassa-1513	636	4	]	]	PUNCT
ijassa-1513	636	5	introduces	introduce	VERB
ijassa-1513	636	6	the	the	DET
ijassa-1513	636	7	hierarchical	hierarchical	ADJ
ijassa-1513	636	8	attention	attention	NOUN
ijassa-1513	636	9	-	-	PUNCT
ijassa-1513	636	10	based	base	VERB
ijassa-1513	636	11	recurrent	recurrent	ADJ
ijassa-1513	636	12	neural	neural	ADJ
ijassa-1513	636	13	network	network	NOUN
ijassa-1513	636	14	(	(	PUNCT
ijassa-1513	636	15	harnn	harnn	PROPN
ijassa-1513	636	16	)	)	PUNCT
ijassa-1513	636	17	,	,	PUNCT
ijassa-1513	636	18	which	which	PRON
ijassa-1513	636	19	leverages	leverage	VERB
ijassa-1513	636	20	a	a	DET
ijassa-1513	636	21	hierarchical	hierarchical	ADJ
ijassa-1513	636	22	attention	attention	NOUN
ijassa-1513	636	23	mechanism	mechanism	NOUN
ijassa-1513	636	24	to	to	PART
ijassa-1513	636	25	model	model	VERB
ijassa-1513	636	26	dependencies	dependency	NOUN
ijassa-1513	636	27	between	between	ADP
ijassa-1513	636	28	different	different	ADJ
ijassa-1513	636	29	levels	level	NOUN
ijassa-1513	636	30	of	of	ADP
ijassa-1513	636	31	a	a	DET
ijassa-1513	636	32	hierarchical	hierarchical	ADJ
ijassa-1513	636	33	structure	structure	NOUN
ijassa-1513	636	34	.	.	PUNCT
ijassa-1513	637	1	this	this	DET
ijassa-1513	637	2	top	top	ADJ
ijassa-1513	637	3	-	-	PUNCT
ijassa-1513	637	4	down	down	ADP
ijassa-1513	637	5	approach	approach	NOUN
ijassa-1513	637	6	facilitates	facilitate	VERB
ijassa-1513	637	7	the	the	DET
ijassa-1513	637	8	capture	capture	NOUN
ijassa-1513	637	9	of	of	ADP
ijassa-1513	637	10	associations	association	NOUN
ijassa-1513	637	11	between	between	ADP
ijassa-1513	637	12	texts	text	NOUN
ijassa-1513	637	13	and	and	CCONJ
ijassa-1513	637	14	the	the	DET
ijassa-1513	637	15	hierarchical	hierarchical	ADJ
ijassa-1513	637	16	structure	structure	NOUN
ijassa-1513	637	17	,	,	PUNCT
ijassa-1513	637	18	making	make	VERB
ijassa-1513	637	19	it	it	PRON
ijassa-1513	637	20	effective	effective	ADJ
ijassa-1513	637	21	for	for	ADP
ijassa-1513	637	22	tasks	task	NOUN
ijassa-1513	637	23	that	that	PRON
ijassa-1513	637	24	involve	involve	VERB
ijassa-1513	637	25	multi	multi	ADJ
ijassa-1513	637	26	-	-	ADJ
ijassa-1513	637	27	level	level	ADJ
ijassa-1513	637	28	information	information	NOUN
ijassa-1513	637	29	.	.	PUNCT
ijassa-1513	638	1	source	source	NOUN
ijassa-1513	638	2	[	[	X
ijassa-1513	638	3	8	8	NUM
ijassa-1513	638	4	]	]	PUNCT
ijassa-1513	638	5	presents	present	VERB
ijassa-1513	638	6	the	the	DET
ijassa-1513	638	7	dal	dal	NOUN
ijassa-1513	638	8	(	(	PUNCT
ijassa-1513	638	9	deep	deep	ADJ
ijassa-1513	638	10	active	active	ADJ
ijassa-1513	638	11	learning	learning	NOUN
ijassa-1513	638	12	)	)	PUNCT
ijassa-1513	638	13	algorithm	algorithm	NOUN
ijassa-1513	638	14	,	,	PUNCT
ijassa-1513	638	15	which	which	PRON
ijassa-1513	638	16	combines	combine	VERB
ijassa-1513	638	17	deep	deep	ADJ
ijassa-1513	638	18	learning	learning	NOUN
ijassa-1513	638	19	,	,	PUNCT
ijassa-1513	638	20	based	base	VERB
ijassa-1513	638	21	on	on	ADP
ijassa-1513	638	22	rnn	rnn	NOUN
ijassa-1513	638	23	architecture	architecture	NOUN
ijassa-1513	638	24	,	,	PUNCT
ijassa-1513	638	25	with	with	ADP
ijassa-1513	638	26	active	active	ADJ
ijassa-1513	638	27	learning	learning	NOUN
ijassa-1513	638	28	.	.	PUNCT
ijassa-1513	639	1	this	this	DET
ijassa-1513	639	2	fusion	fusion	NOUN
ijassa-1513	639	3	of	of	ADP
ijassa-1513	639	4	deep	deep	ADJ
ijassa-1513	639	5	learning	learning	NOUN
ijassa-1513	639	6	with	with	ADP
ijassa-1513	639	7	active	active	ADJ
ijassa-1513	639	8	learning	learning	NOUN
ijassa-1513	639	9	techniques	technique	NOUN
ijassa-1513	639	10	enhances	enhance	VERB
ijassa-1513	639	11	the	the	DET
ijassa-1513	639	12	model	model	NOUN
ijassa-1513	639	13	's	's	PART
ijassa-1513	639	14	performance	performance	NOUN
ijassa-1513	639	15	while	while	SCONJ
ijassa-1513	639	16	minimizing	minimize	VERB
ijassa-1513	639	17	the	the	DET
ijassa-1513	639	18	need	need	NOUN
ijassa-1513	639	19	for	for	ADP
ijassa-1513	639	20	extensive	extensive	ADJ
ijassa-1513	639	21	labeled	label	VERB
ijassa-1513	639	22	data	datum	NOUN
ijassa-1513	639	23	.	.	PUNCT
ijassa-1513	640	1	source	source	NOUN
ijassa-1513	641	1	[	[	X
ijassa-1513	641	2	45	45	NUM
ijassa-1513	641	3	]	]	PUNCT
ijassa-1513	641	4	employs	employ	VERB
ijassa-1513	641	5	a	a	DET
ijassa-1513	641	6	bidirectional	bidirectional	ADJ
ijassa-1513	641	7	recurrent	recurrent	ADJ
ijassa-1513	641	8	neural	neural	ADJ
ijassa-1513	641	9	network	network	NOUN
ijassa-1513	641	10	(	(	PUNCT
ijassa-1513	641	11	brnn	brnn	NOUN
ijassa-1513	641	12	)	)	PUNCT
ijassa-1513	641	13	.	.	PUNCT
ijassa-1513	642	1	brnns	brnns	PROPN
ijassa-1513	642	2	have	have	VERB
ijassa-1513	642	3	the	the	DET
ijassa-1513	642	4	advantage	advantage	NOUN
ijassa-1513	642	5	of	of	ADP
ijassa-1513	642	6	processing	process	VERB
ijassa-1513	642	7	variable	variable	ADJ
ijassa-1513	642	8	-	-	PUNCT
ijassa-1513	642	9	length	length	NOUN
ijassa-1513	642	10	sequences	sequence	NOUN
ijassa-1513	642	11	and	and	CCONJ
ijassa-1513	642	12	maintaining	maintain	VERB
ijassa-1513	642	13	access	access	NOUN
ijassa-1513	642	14	to	to	ADP
ijassa-1513	642	15	both	both	PRON
ijassa-1513	642	16	past	past	NOUN
ijassa-1513	642	17	and	and	CCONJ
ijassa-1513	642	18	future	future	ADJ
ijassa-1513	642	19	information	information	NOUN
ijassa-1513	642	20	,	,	PUNCT
ijassa-1513	642	21	which	which	PRON
ijassa-1513	642	22	can	can	AUX
ijassa-1513	642	23	be	be	AUX
ijassa-1513	642	24	valuable	valuable	ADJ
ijassa-1513	642	25	for	for	ADP
ijassa-1513	642	26	text	text	NOUN
ijassa-1513	642	27	classification	classification	NOUN
ijassa-1513	642	28	tasks	task	NOUN
ijassa-1513	642	29	where	where	SCONJ
ijassa-1513	642	30	contextual	contextual	ADJ
ijassa-1513	642	31	understanding	understanding	NOUN
ijassa-1513	642	32	is	be	AUX
ijassa-1513	642	33	crucial	crucial	ADJ
ijassa-1513	642	34	.	.	PUNCT
ijassa-1513	643	1	source	source	NOUN
ijassa-1513	643	2	[	[	X
ijassa-1513	643	3	5	5	NUM
ijassa-1513	643	4	]	]	PUNCT
ijassa-1513	643	5	implements	implement	VERB
ijassa-1513	643	6	a	a	DET
ijassa-1513	643	7	single	single	ADJ
ijassa-1513	643	8	-	-	PUNCT
ijassa-1513	643	9	layer	layer	NOUN
ijassa-1513	643	10	multisize	multisize	NOUN
ijassa-1513	643	11	filters	filter	VERB
ijassa-1513	643	12	convolutional	convolutional	ADJ
ijassa-1513	643	13	neural	neural	ADJ
ijassa-1513	643	14	network	network	NOUN
ijassa-1513	643	15	(	(	PUNCT
ijassa-1513	643	16	smfcnn	smfcnn	PROPN
ijassa-1513	643	17	)	)	PUNCT
ijassa-1513	643	18	,	,	PUNCT
ijassa-1513	643	19	which	which	PRON
ijassa-1513	643	20	incorporates	incorporate	VERB
ijassa-1513	643	21	multiple	multiple	ADJ
ijassa-1513	643	22	filters	filter	NOUN
ijassa-1513	643	23	of	of	ADP
ijassa-1513	643	24	different	different	ADJ
ijassa-1513	643	25	sizes	size	NOUN
ijassa-1513	643	26	applied	apply	VERB
ijassa-1513	643	27	to	to	ADP
ijassa-1513	643	28	various	various	ADJ
ijassa-1513	643	29	windows	window	NOUN
ijassa-1513	643	30	of	of	ADP
ijassa-1513	643	31	text	text	NOUN
ijassa-1513	643	32	.	.	PUNCT
ijassa-1513	644	1	source	source	NOUN
ijassa-1513	644	2	[	[	X
ijassa-1513	644	3	86	86	NUM
ijassa-1513	644	4	]	]	PUNCT
ijassa-1513	644	5	presents	present	VERB
ijassa-1513	644	6	a	a	DET
ijassa-1513	644	7	convolutional	convolutional	ADJ
ijassa-1513	644	8	spatial	spatial	ADJ
ijassa-1513	644	9	attention	attention	NOUN
ijassa-1513	644	10	neural	neural	ADJ
ijassa-1513	644	11	network	network	NOUN
ijassa-1513	644	12	(	(	PUNCT
ijassa-1513	644	13	sva	sva	PROPN
ijassa-1513	644	14	-	-	PROPN
ijassa-1513	644	15	cnn	cnn	PROPN
ijassa-1513	644	16	)	)	PUNCT
ijassa-1513	644	17	that	that	PRON
ijassa-1513	644	18	utilizes	utilize	VERB
ijassa-1513	644	19	a	a	DET
ijassa-1513	644	20	carefully	carefully	ADV
ijassa-1513	644	21	designed	design	VERB
ijassa-1513	644	22	training	training	NOUN
ijassa-1513	644	23	set	set	NOUN
ijassa-1513	644	24	of	of	ADP
ijassa-1513	644	25	multiview	multiview	NOUN
ijassa-1513	644	26	representations	representation	NOUN
ijassa-1513	644	27	,	,	PUNCT
ijassa-1513	644	28	along	along	ADP
ijassa-1513	644	29	with	with	ADP
ijassa-1513	644	30	a	a	DET
ijassa-1513	644	31	combination	combination	NOUN
ijassa-1513	644	32	of	of	ADP
ijassa-1513	644	33	heterogeneous	heterogeneous	ADJ
ijassa-1513	644	34	attention	attention	NOUN
ijassa-1513	644	35	mechanisms	mechanism	NOUN
ijassa-1513	644	36	and	and	CCONJ
ijassa-1513	644	37	cnn	cnn	PROPN
ijassa-1513	644	38	-	-	PUNCT
ijassa-1513	644	39	based	base	VERB
ijassa-1513	644	40	operations	operation	NOUN
ijassa-1513	644	41	.	.	PUNCT
ijassa-1513	645	1	sva	sva	PROPN
ijassa-1513	645	2	-	-	PUNCT
ijassa-1513	645	3	cnn	cnn	PROPN
ijassa-1513	645	4	automatically	automatically	ADV
ijassa-1513	645	5	extracts	extract	NOUN
ijassa-1513	645	6	and	and	CCONJ
ijassa-1513	645	7	weights	weight	VERB
ijassa-1513	645	8	multiple	multiple	ADJ
ijassa-1513	645	9	granular	granular	ADJ
ijassa-1513	645	10	and	and	CCONJ
ijassa-1513	645	11	fine	fine	ADV
ijassa-1513	645	12	-	-	PUNCT
ijassa-1513	645	13	grained	grain	VERB
ijassa-1513	645	14	representations	representation	NOUN
ijassa-1513	645	15	,	,	PUNCT
ijassa-1513	645	16	enhancing	enhance	VERB
ijassa-1513	645	17	its	its	PRON
ijassa-1513	645	18	performance	performance	NOUN
ijassa-1513	645	19	in	in	ADP
ijassa-1513	645	20	capturing	capture	VERB
ijassa-1513	645	21	complex	complex	ADJ
ijassa-1513	645	22	textual	textual	ADJ
ijassa-1513	645	23	features	feature	NOUN
ijassa-1513	645	24	.	.	PUNCT
ijassa-1513	646	1	most	most	ADJ
ijassa-1513	646	2	of	of	ADP
ijassa-1513	646	3	these	these	DET
ijassa-1513	646	4	sources	source	NOUN
ijassa-1513	646	5	rely	rely	VERB
ijassa-1513	646	6	on	on	ADP
ijassa-1513	646	7	the	the	DET
ijassa-1513	646	8	bert	bert	PROPN
ijassa-1513	646	9	(	(	PUNCT
ijassa-1513	646	10	bidirectional	bidirectional	ADJ
ijassa-1513	646	11	encoder	encoder	NOUN
ijassa-1513	646	12	representations	representation	VERB
ijassa-1513	646	13	from	from	ADP
ijassa-1513	646	14	transformers	transformer	NOUN
ijassa-1513	646	15	)	)	PUNCT
ijassa-1513	646	16	(	(	PUNCT
ijassa-1513	647	1	[	[	X
ijassa-1513	647	2	22	22	NUM
ijassa-1513	647	3	]	]	X
ijassa-1513	648	1	[	[	X
ijassa-1513	648	2	103	103	NUM
ijassa-1513	648	3	]	]	X
ijassa-1513	649	1	[	[	X
ijassa-1513	649	2	138	138	NUM
ijassa-1513	649	3	]	]	X
ijassa-1513	649	4	[	[	X
ijassa-1513	649	5	145	145	NUM
ijassa-1513	649	6	]	]	X
ijassa-1513	649	7	[	[	X
ijassa-1513	649	8	108	108	NUM
ijassa-1513	649	9	]	]	PUNCT
ijassa-1513	649	10	[	[	X
ijassa-1513	649	11	61	61	NUM
ijassa-1513	649	12	]	]	PUNCT
ijassa-1513	649	13	)	)	PUNCT
ijassa-1513	649	14	model	model	NOUN
ijassa-1513	649	15	for	for	ADP
ijassa-1513	649	16	text	text	NOUN
ijassa-1513	649	17	classification	classification	NOUN
ijassa-1513	649	18	.	.	PUNCT
ijassa-1513	650	1	bert	bert	PROPN
ijassa-1513	650	2	is	be	AUX
ijassa-1513	650	3	a	a	DET
ijassa-1513	650	4	pretrained	pretraine	VERB
ijassa-1513	650	5	transformer	transformer	NOUN
ijassa-1513	650	6	-	-	PUNCT
ijassa-1513	650	7	based	base	VERB
ijassa-1513	650	8	model	model	NOUN
ijassa-1513	650	9	that	that	PRON
ijassa-1513	650	10	learns	learn	VERB
ijassa-1513	650	11	contextual	contextual	ADJ
ijassa-1513	650	12	word	word	NOUN
ijassa-1513	650	13	representations	representation	NOUN
ijassa-1513	650	14	by	by	ADP
ijassa-1513	650	15	considering	consider	VERB
ijassa-1513	650	16	the	the	DET
ijassa-1513	650	17	surrounding	surround	VERB
ijassa-1513	650	18	words	word	NOUN
ijassa-1513	650	19	in	in	ADP
ijassa-1513	650	20	both	both	DET
ijassa-1513	650	21	directions	direction	NOUN
ijassa-1513	650	22	(	(	PUNCT
ijassa-1513	650	23	left	leave	VERB
ijassa-1513	650	24	and	and	CCONJ
ijassa-1513	650	25	right	right	ADJ
ijassa-1513	650	26	)	)	PUNCT
ijassa-1513	650	27	of	of	ADP
ijassa-1513	650	28	a	a	DET
ijassa-1513	650	29	given	give	VERB
ijassa-1513	650	30	word	word	NOUN
ijassa-1513	650	31	.	.	PUNCT
ijassa-1513	651	1	this	this	DET
ijassa-1513	651	2	bidirectional	bidirectional	ADJ
ijassa-1513	651	3	context	context	NOUN
ijassa-1513	651	4	makes	make	VERB
ijassa-1513	651	5	bert	bert	PROPN
ijassa-1513	651	6	particularly	particularly	ADV
ijassa-1513	651	7	powerful	powerful	ADJ
ijassa-1513	651	8	in	in	ADP
ijassa-1513	651	9	understanding	understand	VERB
ijassa-1513	651	10	context	context	NOUN
ijassa-1513	651	11	and	and	CCONJ
ijassa-1513	651	12	semantics	semantic	NOUN
ijassa-1513	651	13	in	in	ADP
ijassa-1513	651	14	text	text	NOUN
ijassa-1513	651	15	data	datum	NOUN
ijassa-1513	651	16	.	.	PUNCT
ijassa-1513	652	1	source	source	NOUN
ijassa-1513	652	2	[	[	X
ijassa-1513	652	3	41	41	NUM
ijassa-1513	652	4	]	]	PUNCT
ijassa-1513	652	5	introduces	introduce	VERB
ijassa-1513	652	6	the	the	DET
ijassa-1513	652	7	multi	multi	ADJ
ijassa-1513	652	8	-	-	ADJ
ijassa-1513	652	9	scale	scale	ADJ
ijassa-1513	652	10	self	self	NOUN
ijassa-1513	652	11	-	-	PUNCT
ijassa-1513	652	12	attention	attention	NOUN
ijassa-1513	652	13	and	and	CCONJ
ijassa-1513	652	14	multi	multi	ADJ
ijassa-1513	652	15	-	-	ADJ
ijassa-1513	652	16	scale	scale	ADJ
ijassa-1513	652	17	transformer	transformer	NOUN
ijassa-1513	652	18	,	,	PUNCT
ijassa-1513	652	19	which	which	PRON
ijassa-1513	652	20	combines	combine	VERB
ijassa-1513	652	21	multi	multi	ADJ
ijassa-1513	652	22	-	-	ADJ
ijassa-1513	652	23	scale	scale	ADJ
ijassa-1513	652	24	knowledge	knowledge	NOUN
ijassa-1513	652	25	with	with	ADP
ijassa-1513	652	26	self	self	NOUN
ijassa-1513	652	27	-	-	PUNCT
ijassa-1513	652	28	attention	attention	NOUN
ijassa-1513	652	29	mechanisms	mechanism	NOUN
ijassa-1513	652	30	.	.	PUNCT
ijassa-1513	653	1	this	this	DET
ijassa-1513	653	2	approach	approach	NOUN
ijassa-1513	653	3	allows	allow	VERB
ijassa-1513	653	4	the	the	DET
ijassa-1513	653	5	model	model	NOUN
ijassa-1513	653	6	to	to	PART
ijassa-1513	653	7	extract	extract	VERB
ijassa-1513	653	8	rich	rich	ADJ
ijassa-1513	653	9	and	and	CCONJ
ijassa-1513	653	10	robust	robust	ADJ
ijassa-1513	653	11	features	feature	NOUN
ijassa-1513	653	12	from	from	ADP
ijassa-1513	653	13	text	text	NOUN
ijassa-1513	653	14	data	datum	NOUN
ijassa-1513	653	15	at	at	ADP
ijassa-1513	653	16	different	different	ADJ
ijassa-1513	653	17	scales	scale	NOUN
ijassa-1513	653	18	,	,	PUNCT
ijassa-1513	653	19	enhancing	enhance	VERB
ijassa-1513	653	20	its	its	PRON
ijassa-1513	653	21	ability	ability	NOUN
ijassa-1513	653	22	to	to	PART
ijassa-1513	653	23	understand	understand	VERB
ijassa-1513	653	24	context	context	NOUN
ijassa-1513	653	25	and	and	CCONJ
ijassa-1513	653	26	semantics	semantic	NOUN
ijassa-1513	653	27	.	.	PUNCT
ijassa-1513	654	1	source	source	NOUN
ijassa-1513	654	2	[	[	X
ijassa-1513	654	3	61	61	NUM
ijassa-1513	654	4	]	]	PUNCT
ijassa-1513	654	5	presents	present	NOUN
ijassa-1513	654	6	lightxml	lightxml	NOUN
ijassa-1513	654	7	,	,	PUNCT
ijassa-1513	654	8	which	which	PRON
ijassa-1513	654	9	adopts	adopt	VERB
ijassa-1513	654	10	an	an	DET
ijassa-1513	654	11	end	end	VERB
ijassa-1513	654	12	-	-	PUNCT
ijassa-1513	654	13	to	to	ADP
ijassa-1513	654	14	-	-	PUNCT
ijassa-1513	654	15	end	end	NOUN
ijassa-1513	654	16	training	training	NOUN
ijassa-1513	654	17	approach	approach	NOUN
ijassa-1513	654	18	with	with	ADP
ijassa-1513	654	19	dynamic	dynamic	ADJ
ijassa-1513	654	20	negative	negative	ADJ
ijassa-1513	654	21	label	label	NOUN
ijassa-1513	654	22	sampling	sampling	NOUN
ijassa-1513	654	23	.	.	PUNCT
ijassa-1513	655	1	lightxml	lightxml	NOUN
ijassa-1513	655	2	employs	employ	VERB
ijassa-1513	655	3	generative	generative	ADJ
ijassa-1513	655	4	cooperative	cooperative	ADJ
ijassa-1513	655	5	networks	network	NOUN
ijassa-1513	655	6	to	to	PART
ijassa-1513	655	7	recall	recall	VERB
ijassa-1513	655	8	and	and	CCONJ
ijassa-1513	655	9	rank	rank	NOUN
ijassa-1513	655	10	labels	label	NOUN
ijassa-1513	655	11	,	,	PUNCT
ijassa-1513	655	12	with	with	ADP
ijassa-1513	655	13	the	the	DET
ijassa-1513	655	14	label	label	NOUN
ijassa-1513	655	15	recalling	recall	VERB
ijassa-1513	655	16	part	part	NOUN
ijassa-1513	655	17	generating	generate	VERB
ijassa-1513	655	18	negative	negative	ADJ
ijassa-1513	655	19	and	and	CCONJ
ijassa-1513	655	20	positive	positive	ADJ
ijassa-1513	655	21	labels	label	NOUN
ijassa-1513	655	22	,	,	PUNCT
ijassa-1513	655	23	and	and	CCONJ
ijassa-1513	655	24	the	the	DET
ijassa-1513	655	25	label	label	NOUN
ijassa-1513	655	26	ranking	rank	VERB
ijassa-1513	655	27	part	part	NOUN
ijassa-1513	655	28	distinguishing	distinguish	VERB
ijassa-1513	655	29	positive	positive	ADJ
ijassa-1513	655	30	labels	label	NOUN
ijassa-1513	655	31	.	.	PUNCT
ijassa-1513	656	1	source	source	NOUN
ijassa-1513	656	2	[	[	X
ijassa-1513	656	3	165	165	NUM
ijassa-1513	656	4	]	]	PUNCT
ijassa-1513	656	5	introduces	introduce	NOUN
ijassa-1513	656	6	text	text	NOUN
ijassa-1513	656	7	gcn	gcn	NOUN
ijassa-1513	656	8	(	(	PUNCT
ijassa-1513	656	9	graph	graph	VERB
ijassa-1513	656	10	convolutional	convolutional	ADJ
ijassa-1513	656	11	network	network	NOUN
ijassa-1513	656	12	)	)	PUNCT
ijassa-1513	656	13	,	,	PUNCT
ijassa-1513	656	14	a	a	DET
ijassa-1513	656	15	method	method	NOUN
ijassa-1513	656	16	that	that	PRON
ijassa-1513	656	17	leverages	leverage	VERB
ijassa-1513	656	18	gnns	gnn	NOUN
ijassa-1513	656	19	for	for	ADP
ijassa-1513	656	20	text	text	NOUN
ijassa-1513	656	21	classification	classification	NOUN
ijassa-1513	656	22	.	.	PUNCT
ijassa-1513	657	1	it	it	PRON
ijassa-1513	657	2	constructs	construct	VERB
ijassa-1513	657	3	a	a	DET
ijassa-1513	657	4	single	single	ADJ
ijassa-1513	657	5	large	large	ADJ
ijassa-1513	657	6	graph	graph	NOUN
ijassa-1513	657	7	from	from	ADP
ijassa-1513	657	8	an	an	DET
ijassa-1513	657	9	entire	entire	ADJ
ijassa-1513	657	10	corpus	corpus	NOUN
ijassa-1513	657	11	,	,	PUNCT
ijassa-1513	657	12	where	where	SCONJ
ijassa-1513	657	13	words	word	NOUN
ijassa-1513	657	14	and	and	CCONJ
ijassa-1513	657	15	documents	document	NOUN
ijassa-1513	657	16	serve	serve	VERB
ijassa-1513	657	17	as	as	ADP
ijassa-1513	657	18	nodes	node	NOUN
ijassa-1513	657	19	.	.	PUNCT
ijassa-1513	658	1	text	text	NOUN
ijassa-1513	658	2	gcn	gcn	NOUN
ijassa-1513	658	3	utilizes	utilize	VERB
ijassa-1513	658	4	graph	graph	NOUN
ijassa-1513	658	5	convolutional	convolutional	ADJ
ijassa-1513	658	6	operations	operation	NOUN
ijassa-1513	658	7	to	to	PART
ijassa-1513	658	8	capture	capture	VERB
ijassa-1513	658	9	the	the	DET
ijassa-1513	658	10	structural	structural	ADJ
ijassa-1513	658	11	dependencies	dependency	NOUN
ijassa-1513	658	12	and	and	CCONJ
ijassa-1513	658	13	relationships	relationship	NOUN
ijassa-1513	658	14	between	between	ADP
ijassa-1513	658	15	words	word	NOUN
ijassa-1513	658	16	and	and	CCONJ
ijassa-1513	658	17	documents	document	NOUN
ijassa-1513	658	18	within	within	ADP
ijassa-1513	658	19	this	this	DET
ijassa-1513	658	20	graph	graph	NOUN
ijassa-1513	658	21	[	[	X
ijassa-1513	658	22	128	128	NUM
ijassa-1513	658	23	]	]	PUNCT
ijassa-1513	658	24	.	.	PUNCT
ijassa-1513	659	1	source	source	NOUN
ijassa-1513	659	2	[	[	X
ijassa-1513	659	3	29	29	NUM
ijassa-1513	659	4	]	]	PUNCT
ijassa-1513	659	5	introduces	introduce	VERB
ijassa-1513	659	6	a	a	DET
ijassa-1513	659	7	text	text	NOUN
ijassa-1513	659	8	classification	classification	NOUN
ijassa-1513	659	9	model	model	NOUN
ijassa-1513	659	10	based	base	VERB
ijassa-1513	659	11	on	on	ADP
ijassa-1513	659	12	gnns	gnn	NOUN
ijassa-1513	659	13	known	know	VERB
ijassa-1513	659	14	as	as	ADP
ijassa-1513	659	15	hypergat	hypergat	ADJ
ijassa-1513	659	16	(	(	PUNCT
ijassa-1513	659	17	hypergraph	hypergraph	VERB
ijassa-1513	659	18	attention	attention	NOUN
ijassa-1513	659	19	networks	network	NOUN
ijassa-1513	659	20	)	)	PUNCT
ijassa-1513	659	21	.	.	PUNCT
ijassa-1513	660	1	hypergat	hypergat	ADJ
ijassa-1513	660	2	is	be	AUX
ijassa-1513	660	3	designed	design	VERB
ijassa-1513	660	4	to	to	PART
ijassa-1513	660	5	capture	capture	VERB
ijassa-1513	660	6	high	high	ADJ
ijassa-1513	660	7	-	-	PUNCT
ijassa-1513	660	8	order	order	NOUN
ijassa-1513	660	9	word	word	NOUN
ijassa-1513	660	10	interactions	interaction	NOUN
ijassa-1513	660	11	within	within	ADP
ijassa-1513	660	12	a	a	DET
ijassa-1513	660	13	hypergraph	hypergraph	NOUN
ijassa-1513	660	14	representation	representation	NOUN
ijassa-1513	660	15	of	of	ADP
ijassa-1513	660	16	text	text	NOUN
ijassa-1513	660	17	data	datum	NOUN
ijassa-1513	660	18	.	.	PUNCT
ijassa-1513	661	1	it	it	PRON
ijassa-1513	661	2	employs	employ	VERB
ijassa-1513	661	3	a	a	DET
ijassa-1513	661	4	dual	dual	ADJ
ijassa-1513	661	5	attention	attention	NOUN
ijassa-1513	661	6	mechanism	mechanism	NOUN
ijassa-1513	661	7	to	to	PART
ijassa-1513	661	8	highlight	highlight	VERB
ijassa-1513	661	9	crucial	crucial	ADJ
ijassa-1513	661	10	contextual	contextual	ADJ
ijassa-1513	661	11	information	information	NOUN
ijassa-1513	661	12	,	,	PUNCT
ijassa-1513	661	13	enabling	enable	VERB
ijassa-1513	661	14	the	the	DET
ijassa-1513	661	15	learning	learning	NOUN
ijassa-1513	661	16	of	of	ADP
ijassa-1513	661	17	highly	highly	ADV
ijassa-1513	661	18	expressive	expressive	ADJ
ijassa-1513	661	19	text	text	NOUN
ijassa-1513	661	20	representations	representation	NOUN
ijassa-1513	661	21	.	.	PUNCT
ijassa-1513	662	1	148	148	NUM
ijassa-1513	662	2	a.	a.	NOUN
ijassa-1513	662	3	kravets	kravet	NOUN
ijassa-1513	662	4	,	,	PUNCT
ijassa-1513	662	5	d.	d.	PROPN
ijassa-1513	662	6	semenochkin	semenochkin	PROPN
ijassa-1513	662	7	copyright	copyright	NOUN
ijassa-1513	662	8	©	©	PROPN
ijassa-1513	662	9	2024	2024	NUM
ijassa-1513	662	10	assa	assa	PROPN
ijassa-1513	662	11	adv	adv	PROPN
ijassa-1513	662	12	.	.	PUNCT
ijassa-1513	663	1	in	in	ADP
ijassa-1513	663	2	systems	system	NOUN
ijassa-1513	663	3	science	science	NOUN
ijassa-1513	663	4	and	and	CCONJ
ijassa-1513	663	5	appl	appl	NOUN
ijassa-1513	663	6	.	.	PUNCT
ijassa-1513	664	1	(	(	PUNCT
ijassa-1513	664	2	2024	2024	NUM
ijassa-1513	664	3	)	)	PUNCT
ijassa-1513	664	4	source	source	NOUN
ijassa-1513	664	5	[	[	X
ijassa-1513	664	6	36	36	NUM
ijassa-1513	664	7	]	]	PUNCT
ijassa-1513	664	8	introduces	introduce	VERB
ijassa-1513	664	9	an	an	DET
ijassa-1513	664	10	architecture	architecture	NOUN
ijassa-1513	664	11	called	call	VERB
ijassa-1513	664	12	hcan	hcan	PROPN
ijassa-1513	664	13	(	(	PUNCT
ijassa-1513	664	14	hierarchical	hierarchical	ADJ
ijassa-1513	664	15	convolutional	convolutional	ADJ
ijassa-1513	664	16	attention	attention	NOUN
ijassa-1513	664	17	networks	network	NOUN
ijassa-1513	664	18	)	)	PUNCT
ijassa-1513	664	19	,	,	PUNCT
ijassa-1513	664	20	which	which	PRON
ijassa-1513	664	21	combines	combine	VERB
ijassa-1513	664	22	the	the	DET
ijassa-1513	664	23	strengths	strength	NOUN
ijassa-1513	664	24	of	of	ADP
ijassa-1513	664	25	self	self	NOUN
ijassa-1513	664	26	-	-	PUNCT
ijassa-1513	664	27	attention	attention	NOUN
ijassa-1513	664	28	,	,	PUNCT
ijassa-1513	664	29	capable	capable	ADJ
ijassa-1513	664	30	of	of	ADP
ijassa-1513	664	31	capturing	capture	VERB
ijassa-1513	664	32	linguistic	linguistic	ADJ
ijassa-1513	664	33	relationships	relationship	NOUN
ijassa-1513	664	34	over	over	ADP
ijassa-1513	664	35	long	long	ADJ
ijassa-1513	664	36	sequences	sequence	NOUN
ijassa-1513	664	37	like	like	ADP
ijassa-1513	664	38	rnns	rnn	NOUN
ijassa-1513	664	39	,	,	PUNCT
ijassa-1513	664	40	with	with	ADP
ijassa-1513	664	41	the	the	DET
ijassa-1513	664	42	efficiency	efficiency	NOUN
ijassa-1513	664	43	of	of	ADP
ijassa-1513	664	44	training	training	NOUN
ijassa-1513	664	45	found	find	VERB
ijassa-1513	664	46	in	in	ADP
ijassa-1513	664	47	cnns	cnn	NOUN
ijassa-1513	664	48	.	.	PUNCT
ijassa-1513	665	1	4.2.5	4.2.5	NUM
ijassa-1513	665	2	evaluation	evaluation	NOUN
ijassa-1513	665	3	during	during	ADP
ijassa-1513	665	4	the	the	DET
ijassa-1513	665	5	analysis	analysis	NOUN
ijassa-1513	665	6	of	of	ADP
ijassa-1513	665	7	the	the	DET
ijassa-1513	665	8	reviewed	review	VERB
ijassa-1513	665	9	sources	source	NOUN
ijassa-1513	665	10	,	,	PUNCT
ijassa-1513	665	11	the	the	DET
ijassa-1513	665	12	metrics	metric	NOUN
ijassa-1513	665	13	employed	employ	VERB
ijassa-1513	665	14	by	by	ADP
ijassa-1513	665	15	authors	author	NOUN
ijassa-1513	665	16	to	to	PART
ijassa-1513	665	17	evaluate	evaluate	VERB
ijassa-1513	665	18	the	the	DET
ijassa-1513	665	19	effectiveness	effectiveness	NOUN
ijassa-1513	665	20	of	of	ADP
ijassa-1513	665	21	their	their	PRON
ijassa-1513	665	22	text	text	NOUN
ijassa-1513	665	23	classification	classification	NOUN
ijassa-1513	665	24	solutions	solution	NOUN
ijassa-1513	665	25	were	be	AUX
ijassa-1513	665	26	identified	identify	VERB
ijassa-1513	665	27	.	.	PUNCT
ijassa-1513	666	1	seven	seven	NUM
ijassa-1513	666	2	metrics	metric	NOUN
ijassa-1513	666	3	were	be	AUX
ijassa-1513	666	4	found	find	VERB
ijassa-1513	666	5	to	to	PART
ijassa-1513	666	6	be	be	AUX
ijassa-1513	666	7	used	use	VERB
ijassa-1513	666	8	,	,	PUNCT
ijassa-1513	666	9	with	with	ADP
ijassa-1513	666	10	varying	vary	VERB
ijassa-1513	666	11	frequencies	frequency	NOUN
ijassa-1513	666	12	,	,	PUNCT
ijassa-1513	666	13	and	and	CCONJ
ijassa-1513	666	14	their	their	PRON
ijassa-1513	666	15	usage	usage	NOUN
ijassa-1513	666	16	are	be	AUX
ijassa-1513	666	17	displayed	display	VERB
ijassa-1513	666	18	in	in	ADP
ijassa-1513	666	19	the	the	DET
ijassa-1513	666	20	figure	figure	NOUN
ijassa-1513	666	21	4.4	4.4	NUM
ijassa-1513	666	22	.	.	PUNCT
ijassa-1513	667	1	the	the	DET
ijassa-1513	667	2	most	most	ADV
ijassa-1513	667	3	commonly	commonly	ADV
ijassa-1513	667	4	employed	employ	VERB
ijassa-1513	667	5	metrics	metric	NOUN
ijassa-1513	667	6	among	among	ADP
ijassa-1513	667	7	researchers	researcher	NOUN
ijassa-1513	667	8	were	be	AUX
ijassa-1513	667	9	precision	precision	NOUN
ijassa-1513	667	10	,	,	PUNCT
ijassa-1513	667	11	accuracy	accuracy	NOUN
ijassa-1513	667	12	,	,	PUNCT
ijassa-1513	667	13	recall	recall	NOUN
ijassa-1513	667	14	,	,	PUNCT
ijassa-1513	667	15	and	and	CCONJ
ijassa-1513	667	16	fmeasure	fmeasure	NOUN
ijassa-1513	667	17	.	.	PUNCT
ijassa-1513	668	1	fig	fig	NOUN
ijassa-1513	668	2	.	.	PUNCT
ijassa-1513	669	1	4.4	4.4	NUM
ijassa-1513	669	2	.	.	PUNCT
ijassa-1513	670	1	classification	classification	NOUN
ijassa-1513	670	2	evaluation	evaluation	NOUN
ijassa-1513	670	3	metrics	metric	NOUN
ijassa-1513	670	4	f	f	NOUN
ijassa-1513	670	5	-	-	PUNCT
ijassa-1513	670	6	measure	measure	NOUN
ijassa-1513	670	7	was	be	AUX
ijassa-1513	670	8	utilized	utilize	VERB
ijassa-1513	670	9	in	in	ADP
ijassa-1513	670	10	46	46	NUM
ijassa-1513	670	11	%	%	NOUN
ijassa-1513	670	12	(	(	PUNCT
ijassa-1513	670	13	51	51	NUM
ijassa-1513	670	14	of	of	ADP
ijassa-1513	670	15	110	110	NUM
ijassa-1513	670	16	)	)	PUNCT
ijassa-1513	670	17	percent	percent	NOUN
ijassa-1513	670	18	of	of	ADP
ijassa-1513	670	19	the	the	DET
ijassa-1513	670	20	analyzed	analyze	VERB
ijassa-1513	670	21	sources	source	NOUN
ijassa-1513	670	22	.	.	PUNCT
ijassa-1513	671	1	the	the	DET
ijassa-1513	671	2	f	f	NOUN
ijassa-1513	671	3	-	-	PUNCT
ijassa-1513	671	4	measure	measure	NOUN
ijassa-1513	671	5	,	,	PUNCT
ijassa-1513	671	6	also	also	ADV
ijassa-1513	671	7	known	know	VERB
ijassa-1513	671	8	as	as	ADP
ijassa-1513	671	9	the	the	DET
ijassa-1513	671	10	f1	f1	PROPN
ijassa-1513	671	11	score	score	NOUN
ijassa-1513	671	12	,	,	PUNCT
ijassa-1513	671	13	is	be	AUX
ijassa-1513	671	14	a	a	DET
ijassa-1513	671	15	metric	metric	NOUN
ijassa-1513	671	16	that	that	PRON
ijassa-1513	671	17	combines	combine	VERB
ijassa-1513	671	18	both	both	DET
ijassa-1513	671	19	precision	precision	NOUN
ijassa-1513	671	20	and	and	CCONJ
ijassa-1513	671	21	recall	recall	VERB
ijassa-1513	671	22	into	into	ADP
ijassa-1513	671	23	a	a	DET
ijassa-1513	671	24	single	single	ADJ
ijassa-1513	671	25	value	value	NOUN
ijassa-1513	671	26	,	,	PUNCT
ijassa-1513	671	27	providing	provide	VERB
ijassa-1513	671	28	a	a	DET
ijassa-1513	671	29	balanced	balanced	ADJ
ijassa-1513	671	30	assessment	assessment	NOUN
ijassa-1513	671	31	of	of	ADP
ijassa-1513	671	32	a	a	DET
ijassa-1513	671	33	classification	classification	NOUN
ijassa-1513	671	34	model	model	NOUN
ijassa-1513	671	35	's	's	PART
ijassa-1513	671	36	performance	performance	NOUN
ijassa-1513	671	37	.	.	PUNCT
ijassa-1513	672	1	it	it	PRON
ijassa-1513	672	2	is	be	AUX
ijassa-1513	672	3	particularly	particularly	ADV
ijassa-1513	672	4	useful	useful	ADJ
ijassa-1513	672	5	when	when	SCONJ
ijassa-1513	672	6	dealing	deal	VERB
ijassa-1513	672	7	with	with	ADP
ijassa-1513	672	8	imbalanced	imbalanced	ADJ
ijassa-1513	672	9	datasets	dataset	NOUN
ijassa-1513	672	10	and	and	CCONJ
ijassa-1513	672	11	is	be	AUX
ijassa-1513	672	12	calculated	calculate	VERB
ijassa-1513	672	13	as	as	ADP
ijassa-1513	672	14	the	the	DET
ijassa-1513	672	15	harmonic	harmonic	ADJ
ijassa-1513	672	16	mean	mean	NOUN
ijassa-1513	672	17	of	of	ADP
ijassa-1513	672	18	precision	precision	NOUN
ijassa-1513	672	19	and	and	CCONJ
ijassa-1513	672	20	recall	recall	NOUN
ijassa-1513	672	21	.	.	PUNCT
ijassa-1513	673	1	furthermore	furthermore	ADV
ijassa-1513	673	2	,	,	PUNCT
ijassa-1513	673	3	researchers	researcher	NOUN
ijassa-1513	673	4	often	often	ADV
ijassa-1513	673	5	reported	report	VERB
ijassa-1513	673	6	micro	micro	PROPN
ijassa-1513	673	7	,	,	PUNCT
ijassa-1513	673	8	macro	macro	ADJ
ijassa-1513	673	9	,	,	PUNCT
ijassa-1513	673	10	and	and	CCONJ
ijassa-1513	673	11	weighted	weight	VERB
ijassa-1513	673	12	averages	average	NOUN
ijassa-1513	673	13	of	of	ADP
ijassa-1513	673	14	the	the	DET
ijassa-1513	673	15	f1	f1	ADJ
ijassa-1513	673	16	score	score	NOUN
ijassa-1513	673	17	to	to	PART
ijassa-1513	673	18	account	account	VERB
ijassa-1513	673	19	for	for	ADP
ijassa-1513	673	20	variations	variation	NOUN
ijassa-1513	673	21	in	in	ADP
ijassa-1513	673	22	class	class	NOUN
ijassa-1513	673	23	distribution	distribution	NOUN
ijassa-1513	673	24	.	.	PUNCT
ijassa-1513	674	1	precision	precision	NOUN
ijassa-1513	674	2	was	be	AUX
ijassa-1513	674	3	employed	employ	VERB
ijassa-1513	674	4	in	in	ADP
ijassa-1513	674	5	43	43	NUM
ijassa-1513	674	6	%	%	NOUN
ijassa-1513	674	7	(	(	PUNCT
ijassa-1513	674	8	48	48	NUM
ijassa-1513	674	9	of	of	ADP
ijassa-1513	674	10	110	110	NUM
ijassa-1513	674	11	)	)	PUNCT
ijassa-1513	674	12	percent	percent	NOUN
ijassa-1513	674	13	of	of	ADP
ijassa-1513	674	14	the	the	DET
ijassa-1513	674	15	sources	source	NOUN
ijassa-1513	674	16	.	.	PUNCT
ijassa-1513	675	1	precision	precision	NOUN
ijassa-1513	675	2	measures	measure	VERB
ijassa-1513	675	3	the	the	DET
ijassa-1513	675	4	accuracy	accuracy	NOUN
ijassa-1513	675	5	of	of	ADP
ijassa-1513	675	6	positive	positive	ADJ
ijassa-1513	675	7	predictions	prediction	NOUN
ijassa-1513	675	8	made	make	VERB
ijassa-1513	675	9	by	by	ADP
ijassa-1513	675	10	a	a	DET
ijassa-1513	675	11	classifier	classifier	NOUN
ijassa-1513	675	12	,	,	PUNCT
ijassa-1513	675	13	indicating	indicate	VERB
ijassa-1513	675	14	the	the	DET
ijassa-1513	675	15	proportion	proportion	NOUN
ijassa-1513	675	16	of	of	ADP
ijassa-1513	675	17	true	true	ADJ
ijassa-1513	675	18	positive	positive	ADJ
ijassa-1513	675	19	predictions	prediction	NOUN
ijassa-1513	675	20	out	out	ADP
ijassa-1513	675	21	of	of	ADP
ijassa-1513	675	22	all	all	DET
ijassa-1513	675	23	positive	positive	ADJ
ijassa-1513	675	24	predictions	prediction	NOUN
ijassa-1513	675	25	.	.	PUNCT
ijassa-1513	676	1	it	it	PRON
ijassa-1513	676	2	focuses	focus	VERB
ijassa-1513	676	3	on	on	ADP
ijassa-1513	676	4	the	the	DET
ijassa-1513	676	5	precision	precision	NOUN
ijassa-1513	676	6	of	of	ADP
ijassa-1513	676	7	the	the	DET
ijassa-1513	676	8	model	model	NOUN
ijassa-1513	676	9	's	's	PART
ijassa-1513	676	10	positive	positive	ADJ
ijassa-1513	676	11	predictions	prediction	NOUN
ijassa-1513	676	12	.	.	PUNCT
ijassa-1513	677	1	accuracy	accuracy	NOUN
ijassa-1513	677	2	was	be	AUX
ijassa-1513	677	3	utilized	utilize	VERB
ijassa-1513	677	4	in	in	ADP
ijassa-1513	677	5	40	40	NUM
ijassa-1513	677	6	%	%	NOUN
ijassa-1513	677	7	(	(	PUNCT
ijassa-1513	677	8	44	44	NUM
ijassa-1513	677	9	of	of	ADP
ijassa-1513	677	10	110	110	NUM
ijassa-1513	677	11	)	)	PUNCT
ijassa-1513	677	12	percent	percent	NOUN
ijassa-1513	677	13	of	of	ADP
ijassa-1513	677	14	the	the	DET
ijassa-1513	677	15	sources	source	NOUN
ijassa-1513	677	16	.	.	PUNCT
ijassa-1513	678	1	accuracy	accuracy	NOUN
ijassa-1513	678	2	is	be	AUX
ijassa-1513	678	3	a	a	DET
ijassa-1513	678	4	straightforward	straightforward	ADJ
ijassa-1513	678	5	metric	metric	NOUN
ijassa-1513	678	6	that	that	PRON
ijassa-1513	678	7	measures	measure	VERB
ijassa-1513	678	8	the	the	DET
ijassa-1513	678	9	ratio	ratio	NOUN
ijassa-1513	678	10	of	of	ADP
ijassa-1513	678	11	correctly	correctly	ADV
ijassa-1513	678	12	predicted	predict	VERB
ijassa-1513	678	13	instances	instance	NOUN
ijassa-1513	678	14	to	to	ADP
ijassa-1513	678	15	the	the	DET
ijassa-1513	678	16	total	total	ADJ
ijassa-1513	678	17	instances	instance	NOUN
ijassa-1513	678	18	in	in	ADP
ijassa-1513	678	19	the	the	DET
ijassa-1513	678	20	dataset	dataset	NOUN
ijassa-1513	678	21	.	.	PUNCT
ijassa-1513	679	1	it	it	PRON
ijassa-1513	679	2	provides	provide	VERB
ijassa-1513	679	3	an	an	DET
ijassa-1513	679	4	overall	overall	ADJ
ijassa-1513	679	5	assessment	assessment	NOUN
ijassa-1513	679	6	of	of	ADP
ijassa-1513	679	7	a	a	DET
ijassa-1513	679	8	classifier	classifier	NOUN
ijassa-1513	679	9	's	's	PART
ijassa-1513	679	10	correctness	correctness	NOUN
ijassa-1513	679	11	.	.	PUNCT
ijassa-1513	680	1	recall	recall	PROPN
ijassa-1513	680	2	,	,	PUNCT
ijassa-1513	680	3	also	also	ADV
ijassa-1513	680	4	known	know	VERB
ijassa-1513	680	5	as	as	ADP
ijassa-1513	680	6	sensitivity	sensitivity	NOUN
ijassa-1513	680	7	or	or	CCONJ
ijassa-1513	680	8	true	true	ADJ
ijassa-1513	680	9	positive	positive	ADJ
ijassa-1513	680	10	rate	rate	NOUN
ijassa-1513	680	11	,	,	PUNCT
ijassa-1513	680	12	was	be	AUX
ijassa-1513	680	13	employed	employ	VERB
ijassa-1513	680	14	in	in	ADP
ijassa-1513	680	15	34	34	NUM
ijassa-1513	680	16	%	%	NOUN
ijassa-1513	680	17	(	(	PUNCT
ijassa-1513	680	18	38	38	NUM
ijassa-1513	680	19	of	of	ADP
ijassa-1513	680	20	110	110	NUM
ijassa-1513	680	21	)	)	PUNCT
ijassa-1513	680	22	percent	percent	NOUN
ijassa-1513	680	23	of	of	ADP
ijassa-1513	680	24	the	the	DET
ijassa-1513	680	25	sources	source	NOUN
ijassa-1513	680	26	.	.	PUNCT
ijassa-1513	681	1	recall	recall	NOUN
ijassa-1513	681	2	measures	measure	NOUN
ijassa-1513	681	3	the	the	DET
ijassa-1513	681	4	proportion	proportion	NOUN
ijassa-1513	681	5	of	of	ADP
ijassa-1513	681	6	true	true	ADJ
ijassa-1513	681	7	positive	positive	ADJ
ijassa-1513	681	8	predictions	prediction	NOUN
ijassa-1513	681	9	out	out	ADP
ijassa-1513	681	10	of	of	ADP
ijassa-1513	681	11	all	all	DET
ijassa-1513	681	12	actual	actual	ADJ
ijassa-1513	681	13	positive	positive	ADJ
ijassa-1513	681	14	instances	instance	NOUN
ijassa-1513	681	15	in	in	ADP
ijassa-1513	681	16	the	the	DET
ijassa-1513	681	17	dataset	dataset	NOUN
ijassa-1513	681	18	.	.	PUNCT
ijassa-1513	682	1	it	it	PRON
ijassa-1513	682	2	emphasizes	emphasize	VERB
ijassa-1513	682	3	the	the	DET
ijassa-1513	682	4	classifier	classifier	NOUN
ijassa-1513	682	5	's	's	PART
ijassa-1513	682	6	ability	ability	NOUN
ijassa-1513	682	7	to	to	PART
ijassa-1513	682	8	correctly	correctly	ADV
ijassa-1513	682	9	identify	identify	VERB
ijassa-1513	682	10	positive	positive	ADJ
ijassa-1513	682	11	instances	instance	NOUN
ijassa-1513	682	12	.	.	PUNCT
ijassa-1513	683	1	in	in	ADP
ijassa-1513	683	2	contrast	contrast	NOUN
ijassa-1513	683	3	,	,	PUNCT
ijassa-1513	683	4	fewer	few	ADJ
ijassa-1513	683	5	sources	source	NOUN
ijassa-1513	683	6	utilized	utilize	VERB
ijassa-1513	683	7	metrics	metric	NOUN
ijassa-1513	683	8	like	like	ADP
ijassa-1513	683	9	error	error	NOUN
ijassa-1513	683	10	rate	rate	NOUN
ijassa-1513	683	11	(	(	PUNCT
ijassa-1513	683	12	[	[	X
ijassa-1513	683	13	102	102	NUM
ijassa-1513	683	14	]	]	X
ijassa-1513	684	1	[	[	X
ijassa-1513	684	2	82	82	NUM
ijassa-1513	684	3	]	]	X
ijassa-1513	685	1	[	[	X
ijassa-1513	685	2	135	135	NUM
ijassa-1513	685	3	]	]	X
ijassa-1513	686	1	[	[	X
ijassa-1513	686	2	177	177	NUM
ijassa-1513	686	3	]	]	PUNCT
ijassa-1513	686	4	[	[	X
ijassa-1513	686	5	51	51	NUM
ijassa-1513	686	6	]	]	X
ijassa-1513	687	1	[	[	X
ijassa-1513	687	2	141	141	NUM
ijassa-1513	687	3	]	]	PUNCT
ijassa-1513	688	1	[	[	X
ijassa-1513	688	2	50	50	NUM
ijassa-1513	688	3	]	]	PUNCT
ijassa-1513	689	1	[	[	X
ijassa-1513	689	2	114	114	NUM
ijassa-1513	689	3	]	]	PUNCT
ijassa-1513	690	1	[	[	X
ijassa-1513	690	2	94	94	X
ijassa-1513	690	3	]	]	X
ijassa-1513	691	1	[	[	X
ijassa-1513	691	2	145	145	NUM
ijassa-1513	691	3	]	]	PUNCT
ijassa-1513	691	4	)	)	PUNCT
ijassa-1513	691	5	and	and	CCONJ
ijassa-1513	691	6	area	area	NOUN
ijassa-1513	691	7	under	under	ADP
ijassa-1513	691	8	the	the	DET
ijassa-1513	691	9	curve	curve	NOUN
ijassa-1513	691	10	(	(	PUNCT
ijassa-1513	691	11	auc	auc	NOUN
ijassa-1513	691	12	)	)	PUNCT
ijassa-1513	691	13	(	(	PUNCT
ijassa-1513	692	1	[	[	X
ijassa-1513	692	2	90	90	NUM
ijassa-1513	692	3	]	]	PUNCT
ijassa-1513	693	1	[	[	X
ijassa-1513	693	2	72	72	NUM
ijassa-1513	693	3	]	]	X
ijassa-1513	694	1	[	[	X
ijassa-1513	694	2	11	11	NUM
ijassa-1513	694	3	]	]	X
ijassa-1513	695	1	[	[	X
ijassa-1513	695	2	53	53	NUM
ijassa-1513	695	3	]	]	X
ijassa-1513	696	1	[	[	X
ijassa-1513	696	2	3	3	X
ijassa-1513	696	3	]	]	X
ijassa-1513	696	4	[	[	X
ijassa-1513	696	5	2	2	NUM
ijassa-1513	696	6	]	]	NUM
ijassa-1513	696	7	)	)	PUNCT
ijassa-1513	696	8	.	.	PUNCT
ijassa-1513	697	1	error	error	NOUN
ijassa-1513	697	2	rate	rate	NOUN
ijassa-1513	697	3	is	be	AUX
ijassa-1513	697	4	a	a	DET
ijassa-1513	697	5	simple	simple	ADJ
ijassa-1513	697	6	metric	metric	NOUN
ijassa-1513	697	7	used	use	VERB
ijassa-1513	697	8	to	to	PART
ijassa-1513	697	9	measure	measure	VERB
ijassa-1513	697	10	the	the	DET
ijassa-1513	697	11	accuracy	accuracy	NOUN
ijassa-1513	697	12	of	of	ADP
ijassa-1513	697	13	a	a	DET
ijassa-1513	697	14	classification	classification	NOUN
ijassa-1513	697	15	model	model	NOUN
ijassa-1513	697	16	.	.	PUNCT
ijassa-1513	698	1	it	it	PRON
ijassa-1513	698	2	represents	represent	VERB
ijassa-1513	698	3	the	the	DET
ijassa-1513	698	4	proportion	proportion	NOUN
ijassa-1513	698	5	of	of	ADP
ijassa-1513	698	6	incorrectly	incorrectly	ADV
ijassa-1513	698	7	classified	classified	ADJ
ijassa-1513	698	8	instances	instance	NOUN
ijassa-1513	698	9	in	in	ADP
ijassa-1513	698	10	a	a	DET
ijassa-1513	698	11	dataset	dataset	NOUN
ijassa-1513	698	12	.	.	PUNCT
ijassa-1513	699	1	auc	auc	PROPN
ijassa-1513	699	2	is	be	AUX
ijassa-1513	699	3	a	a	DET
ijassa-1513	699	4	metric	metric	ADJ
ijassa-1513	699	5	used	use	VERB
ijassa-1513	699	6	to	to	PART
ijassa-1513	699	7	evaluate	evaluate	VERB
ijassa-1513	699	8	the	the	DET
ijassa-1513	699	9	performance	performance	NOUN
ijassa-1513	699	10	of	of	ADP
ijassa-1513	699	11	binary	binary	ADJ
ijassa-1513	699	12	classification	classification	NOUN
ijassa-1513	699	13	models	model	NOUN
ijassa-1513	699	14	,	,	PUNCT
ijassa-1513	699	15	particularly	particularly	ADV
ijassa-1513	699	16	for	for	ADP
ijassa-1513	699	17	tasks	task	NOUN
ijassa-1513	699	18	involving	involve	VERB
ijassa-1513	699	19	the	the	DET
ijassa-1513	699	20	calculation	calculation	NOUN
ijassa-1513	699	21	of	of	ADP
ijassa-1513	699	22	receiver	receiver	NOUN
ijassa-1513	699	23	operating	operate	VERB
ijassa-1513	699	24	characteristic	characteristic	NOUN
ijassa-1513	699	25	(	(	PUNCT
ijassa-1513	699	26	roc	roc	NOUN
ijassa-1513	699	27	)	)	PUNCT
ijassa-1513	699	28	curves	curve	NOUN
ijassa-1513	699	29	.	.	PUNCT
ijassa-1513	700	1	text	text	NOUN
ijassa-1513	700	2	classification	classification	NOUN
ijassa-1513	700	3	technologies	technology	NOUN
ijassa-1513	700	4	in	in	ADP
ijassa-1513	700	5	document	document	NOUN
ijassa-1513	700	6	categorization	categorization	NOUN
ijassa-1513	700	7	systems	system	NOUN
ijassa-1513	700	8	.	.	PUNCT
ijassa-1513	701	1	a	a	DET
ijassa-1513	701	2	survey	survey	NOUN
ijassa-1513	701	3	149	149	NUM
ijassa-1513	701	4	copyright	copyright	NOUN
ijassa-1513	701	5	©	©	PROPN
ijassa-1513	701	6	2024	2024	NUM
ijassa-1513	701	7	assa	assa	NOUN
ijassa-1513	701	8	.	.	PUNCT
ijassa-1513	702	1	adv	adv	PROPN
ijassa-1513	702	2	.	.	PUNCT
ijassa-1513	703	1	in	in	ADP
ijassa-1513	703	2	systems	system	NOUN
ijassa-1513	703	3	science	science	NOUN
ijassa-1513	703	4	and	and	CCONJ
ijassa-1513	703	5	appl	appl	NOUN
ijassa-1513	703	6	.	.	PUNCT
ijassa-1513	704	1	(	(	PUNCT
ijassa-1513	704	2	2024	2024	NUM
ijassa-1513	704	3	)	)	PUNCT
ijassa-1513	704	4	4.3	4.3	NUM
ijassa-1513	704	5	rq2	rq2	NOUN
ijassa-1513	704	6	results	result	NOUN
ijassa-1513	704	7	during	during	ADP
ijassa-1513	704	8	the	the	DET
ijassa-1513	704	9	literature	literature	NOUN
ijassa-1513	704	10	review	review	NOUN
ijassa-1513	704	11	,	,	PUNCT
ijassa-1513	704	12	all	all	DET
ijassa-1513	704	13	datasets	dataset	NOUN
ijassa-1513	704	14	used	use	VERB
ijassa-1513	704	15	by	by	ADP
ijassa-1513	704	16	the	the	DET
ijassa-1513	704	17	researchers	researcher	NOUN
ijassa-1513	704	18	in	in	ADP
ijassa-1513	704	19	their	their	PRON
ijassa-1513	704	20	studies	study	NOUN
ijassa-1513	704	21	were	be	AUX
ijassa-1513	704	22	organized	organize	VERB
ijassa-1513	704	23	and	and	CCONJ
ijassa-1513	704	24	documented	document	VERB
ijassa-1513	704	25	.	.	PUNCT
ijassa-1513	705	1	these	these	DET
ijassa-1513	705	2	datasets	dataset	NOUN
ijassa-1513	705	3	have	have	AUX
ijassa-1513	705	4	been	be	AUX
ijassa-1513	705	5	compiled	compile	VERB
ijassa-1513	705	6	and	and	CCONJ
ijassa-1513	705	7	are	be	AUX
ijassa-1513	705	8	presented	present	VERB
ijassa-1513	705	9	in	in	ADP
ijassa-1513	705	10	accompanying	accompany	VERB
ijassa-1513	705	11	tables	table	NOUN
ijassa-1513	705	12	4.4	4.4	NUM
ijassa-1513	705	13	and	and	CCONJ
ijassa-1513	705	14	4.5	4.5	NUM
ijassa-1513	705	15	.	.	PUNCT
ijassa-1513	706	1	table	table	NOUN
ijassa-1513	706	2	4.4	4.4	NUM
ijassa-1513	706	3	presents	present	VERB
ijassa-1513	706	4	the	the	DET
ijassa-1513	706	5	distribution	distribution	NOUN
ijassa-1513	706	6	by	by	ADP
ijassa-1513	706	7	domain	domain	NOUN
ijassa-1513	706	8	.	.	PUNCT
ijassa-1513	707	1	table	table	NOUN
ijassa-1513	707	2	4.4	4.4	NUM
ijassa-1513	707	3	.	.	PUNCT
ijassa-1513	708	1	dataset	dataset	ADJ
ijassa-1513	708	2	domain	domain	NOUN
ijassa-1513	708	3	distribution	distribution	NOUN
ijassa-1513	708	4	domain	domain	NOUN
ijassa-1513	708	5	number	number	NOUN
ijassa-1513	708	6	of	of	ADP
ijassa-1513	708	7	datasets	dataset	NOUN
ijassa-1513	708	8	number	number	NOUN
ijassa-1513	708	9	of	of	ADP
ijassa-1513	708	10	references	reference	NOUN
ijassa-1513	708	11	news	news	NOUN
ijassa-1513	708	12	12	12	NUM
ijassa-1513	708	13	65	65	NUM
ijassa-1513	708	14	reviews	review	NOUN
ijassa-1513	708	15	10	10	NUM
ijassa-1513	708	16	59	59	NUM
ijassa-1513	708	17	text	text	NOUN
ijassa-1513	708	18	8	8	NUM
ijassa-1513	708	19	15	15	NUM
ijassa-1513	708	20	medicine	medicine	NOUN
ijassa-1513	708	21	10	10	NUM
ijassa-1513	708	22	15	15	NUM
ijassa-1513	708	23	web	web	NOUN
ijassa-1513	708	24	content	content	NOUN
ijassa-1513	708	25	5	5	NUM
ijassa-1513	708	26	12	12	NUM
ijassa-1513	708	27	questions	question	NOUN
ijassa-1513	708	28	2	2	NUM
ijassa-1513	708	29	10	10	NUM
ijassa-1513	708	30	academic	academic	ADJ
ijassa-1513	708	31	papers	paper	NOUN
ijassa-1513	708	32	5	5	NUM
ijassa-1513	708	33	7	7	NUM
ijassa-1513	708	34	legal	legal	ADJ
ijassa-1513	708	35	2	2	NUM
ijassa-1513	708	36	7	7	NUM
ijassa-1513	708	37	articles	article	NOUN
ijassa-1513	708	38	1	1	NUM
ijassa-1513	708	39	4	4	NUM
ijassa-1513	708	40	documents	document	NOUN
ijassa-1513	708	41	2	2	NUM
ijassa-1513	708	42	2	2	NUM
ijassa-1513	708	43	sms	sms	NOUN
ijassa-1513	708	44	1	1	NUM
ijassa-1513	708	45	2	2	NUM
ijassa-1513	708	46	the	the	DET
ijassa-1513	708	47	table	table	NOUN
ijassa-1513	708	48	4.5	4.5	NUM
ijassa-1513	708	49	shows	show	VERB
ijassa-1513	708	50	the	the	DET
ijassa-1513	708	51	top	top	ADJ
ijassa-1513	708	52	10	10	NUM
ijassa-1513	708	53	most	most	ADV
ijassa-1513	708	54	popular	popular	ADJ
ijassa-1513	708	55	datasets	dataset	NOUN
ijassa-1513	708	56	by	by	ADP
ijassa-1513	708	57	number	number	NOUN
ijassa-1513	708	58	of	of	ADP
ijassa-1513	708	59	mentions	mention	NOUN
ijassa-1513	708	60	.	.	PUNCT
ijassa-1513	709	1	table	table	NOUN
ijassa-1513	709	2	4.5	4.5	NUM
ijassa-1513	709	3	.	.	PUNCT
ijassa-1513	710	1	10	10	NUM
ijassa-1513	710	2	most	most	ADV
ijassa-1513	710	3	popular	popular	ADJ
ijassa-1513	710	4	dataset	dataset	NOUN
ijassa-1513	710	5	name	name	NOUN
ijassa-1513	710	6	domain	domain	NOUN
ijassa-1513	710	7	source	source	NOUN
ijassa-1513	710	8	percentage	percentage	NOUN
ijassa-1513	710	9	references	reference	NOUN
ijassa-1513	710	10	20	20	NUM
ijassa-1513	710	11	news	news	NOUN
ijassa-1513	710	12	group	group	NOUN
ijassa-1513	710	13	news	news	NOUN
ijassa-1513	710	14	[	[	X
ijassa-1513	710	15	157	157	NUM
ijassa-1513	710	16	]	]	PUNCT
ijassa-1513	710	17	15,5	15,5	NUM
ijassa-1513	710	18	%	%	NOUN
ijassa-1513	710	19	(	(	PUNCT
ijassa-1513	710	20	17	17	NUM
ijassa-1513	710	21	of	of	ADP
ijassa-1513	710	22	110	110	NUM
ijassa-1513	710	23	)	)	PUNCT
ijassa-1513	711	1	[	[	X
ijassa-1513	711	2	161	161	NUM
ijassa-1513	711	3	]	]	PUNCT
ijassa-1513	712	1	[	[	X
ijassa-1513	712	2	162	162	NUM
ijassa-1513	712	3	]	]	X
ijassa-1513	712	4	[	[	X
ijassa-1513	712	5	59	59	NUM
ijassa-1513	712	6	]	]	PUNCT
ijassa-1513	713	1	[	[	X
ijassa-1513	713	2	14	14	NUM
ijassa-1513	713	3	]	]	X
ijassa-1513	714	1	[	[	X
ijassa-1513	714	2	139	139	NUM
ijassa-1513	714	3	]	]	X
ijassa-1513	715	1	[	[	X
ijassa-1513	715	2	130	130	NUM
ijassa-1513	715	3	]	]	PUNCT
ijassa-1513	716	1	[	[	X
ijassa-1513	716	2	107	107	NUM
ijassa-1513	716	3	]	]	X
ijassa-1513	717	1	[	[	X
ijassa-1513	717	2	158	158	NUM
ijassa-1513	717	3	]	]	X
ijassa-1513	718	1	[	[	X
ijassa-1513	718	2	165	165	NUM
ijassa-1513	718	3	]	]	X
ijassa-1513	718	4	[	[	X
ijassa-1513	718	5	81	81	NUM
ijassa-1513	718	6	]	]	PUNCT
ijassa-1513	719	1	[	[	X
ijassa-1513	719	2	176	176	X
ijassa-1513	719	3	]	]	X
ijassa-1513	720	1	[	[	X
ijassa-1513	720	2	33	33	NUM
ijassa-1513	720	3	]	]	PUNCT
ijassa-1513	721	1	[	[	X
ijassa-1513	721	2	136	136	NUM
ijassa-1513	721	3	]	]	PUNCT
ijassa-1513	722	1	[	[	X
ijassa-1513	722	2	78	78	NUM
ijassa-1513	722	3	]	]	X
ijassa-1513	723	1	[	[	X
ijassa-1513	723	2	108	108	NUM
ijassa-1513	723	3	]	]	PUNCT
ijassa-1513	723	4	[	[	X
ijassa-1513	723	5	29	29	NUM
ijassa-1513	723	6	]	]	PUNCT
ijassa-1513	723	7	reuters	reuters	PROPN
ijassa-1513	723	8	news	news	NOUN
ijassa-1513	723	9	[	[	X
ijassa-1513	723	10	158	158	NUM
ijassa-1513	723	11	]	]	SYM
ijassa-1513	723	12	13.6	13.6	NUM
ijassa-1513	723	13	%	%	NOUN
ijassa-1513	723	14	(	(	PUNCT
ijassa-1513	723	15	15	15	NUM
ijassa-1513	723	16	of	of	ADP
ijassa-1513	723	17	110	110	NUM
ijassa-1513	723	18	)	)	PUNCT
ijassa-1513	724	1	[	[	X
ijassa-1513	724	2	55	55	NUM
ijassa-1513	724	3	]	]	X
ijassa-1513	725	1	[	[	X
ijassa-1513	725	2	162	162	NUM
ijassa-1513	725	3	]	]	X
ijassa-1513	726	1	[	[	X
ijassa-1513	726	2	59	59	NUM
ijassa-1513	726	3	]	]	PUNCT
ijassa-1513	727	1	[	[	X
ijassa-1513	727	2	14	14	NUM
ijassa-1513	727	3	]	]	X
ijassa-1513	728	1	[	[	X
ijassa-1513	728	2	139	139	NUM
ijassa-1513	728	3	]	]	X
ijassa-1513	729	1	[	[	X
ijassa-1513	729	2	124	124	NUM
ijassa-1513	729	3	]	]	X
ijassa-1513	730	1	[	[	X
ijassa-1513	730	2	149	149	NUM
ijassa-1513	730	3	]	]	X
ijassa-1513	731	1	[	[	X
ijassa-1513	731	2	129	129	NUM
ijassa-1513	731	3	]	]	X
ijassa-1513	732	1	[	[	X
ijassa-1513	732	2	130	130	NUM
ijassa-1513	732	3	]	]	PUNCT
ijassa-1513	733	1	[	[	X
ijassa-1513	733	2	107	107	NUM
ijassa-1513	733	3	]	]	X
ijassa-1513	734	1	[	[	X
ijassa-1513	734	2	165	165	NUM
ijassa-1513	734	3	]	]	X
ijassa-1513	734	4	[	[	X
ijassa-1513	734	5	81	81	NUM
ijassa-1513	734	6	]	]	PUNCT
ijassa-1513	735	1	[	[	X
ijassa-1513	735	2	44	44	NUM
ijassa-1513	735	3	]	]	PUNCT
ijassa-1513	736	1	[	[	X
ijassa-1513	736	2	136	136	NUM
ijassa-1513	736	3	]	]	X
ijassa-1513	737	1	[	[	X
ijassa-1513	737	2	29	29	NUM
ijassa-1513	737	3	]	]	X
ijassa-1513	737	4	imdb	imdb	PROPN
ijassa-1513	737	5	reviews	review	NOUN
ijassa-1513	737	6	[	[	X
ijassa-1513	737	7	159	159	NUM
ijassa-1513	737	8	]	]	SYM
ijassa-1513	737	9	11.8	11.8	NUM
ijassa-1513	737	10	%	%	NOUN
ijassa-1513	737	11	(	(	PUNCT
ijassa-1513	737	12	13	13	NUM
ijassa-1513	737	13	of	of	ADP
ijassa-1513	737	14	110	110	NUM
ijassa-1513	737	15	)	)	PUNCT
ijassa-1513	738	1	[	[	X
ijassa-1513	738	2	96	96	NUM
ijassa-1513	738	3	]	]	X
ijassa-1513	739	1	[	[	X
ijassa-1513	739	2	135	135	NUM
ijassa-1513	739	3	]	]	X
ijassa-1513	740	1	[	[	X
ijassa-1513	740	2	45	45	NUM
ijassa-1513	740	3	]	]	X
ijassa-1513	740	4	[	[	X
ijassa-1513	740	5	141	141	NUM
ijassa-1513	740	6	]	]	PUNCT
ijassa-1513	741	1	[	[	X
ijassa-1513	741	2	50	50	NUM
ijassa-1513	741	3	]	]	PUNCT
ijassa-1513	742	1	[	[	X
ijassa-1513	742	2	145	145	NUM
ijassa-1513	742	3	]	]	X
ijassa-1513	743	1	[	[	X
ijassa-1513	743	2	95	95	NUM
ijassa-1513	743	3	]	]	PUNCT
ijassa-1513	744	1	[	[	X
ijassa-1513	744	2	114	114	NUM
ijassa-1513	744	3	]	]	PUNCT
ijassa-1513	745	1	[	[	X
ijassa-1513	745	2	94	94	X
ijassa-1513	745	3	]	]	X
ijassa-1513	746	1	[	[	X
ijassa-1513	746	2	91	91	NUM
ijassa-1513	746	3	]	]	X
ijassa-1513	747	1	[	[	X
ijassa-1513	747	2	23	23	NUM
ijassa-1513	747	3	]	]	X
ijassa-1513	748	1	[	[	X
ijassa-1513	748	2	108	108	NUM
ijassa-1513	748	3	]	]	PUNCT
ijassa-1513	748	4	[	[	X
ijassa-1513	748	5	105	105	NUM
ijassa-1513	748	6	]	]	X
ijassa-1513	748	7	mr	mr	PROPN
ijassa-1513	748	8	reviews	review	VERB
ijassa-1513	748	9	[	[	X
ijassa-1513	748	10	160	160	NUM
ijassa-1513	748	11	]	]	SYM
ijassa-1513	748	12	10	10	NUM
ijassa-1513	748	13	%	%	NOUN
ijassa-1513	748	14	(	(	PUNCT
ijassa-1513	748	15	11	11	NUM
ijassa-1513	748	16	of	of	ADP
ijassa-1513	748	17	110	110	NUM
ijassa-1513	748	18	)	)	PUNCT
ijassa-1513	749	1	[	[	X
ijassa-1513	749	2	96	96	NUM
ijassa-1513	749	3	]	]	X
ijassa-1513	750	1	[	[	X
ijassa-1513	750	2	165	165	NUM
ijassa-1513	750	3	]	]	X
ijassa-1513	750	4	[	[	X
ijassa-1513	750	5	81	81	NUM
ijassa-1513	750	6	]	]	PUNCT
ijassa-1513	750	7	[	[	X
ijassa-1513	750	8	154	154	NUM
ijassa-1513	750	9	]	]	PUNCT
ijassa-1513	751	1	[	[	X
ijassa-1513	751	2	176	176	X
ijassa-1513	751	3	]	]	X
ijassa-1513	752	1	[	[	X
ijassa-1513	752	2	94	94	X
ijassa-1513	752	3	]	]	X
ijassa-1513	753	1	[	[	X
ijassa-1513	753	2	91	91	NUM
ijassa-1513	753	3	]	]	X
ijassa-1513	754	1	[	[	X
ijassa-1513	754	2	173	173	NUM
ijassa-1513	754	3	]	]	X
ijassa-1513	755	1	[	[	X
ijassa-1513	755	2	84	84	NUM
ijassa-1513	755	3	]	]	PUNCT
ijassa-1513	756	1	[	[	X
ijassa-1513	756	2	86	86	NUM
ijassa-1513	756	3	]	]	X
ijassa-1513	756	4	[	[	X
ijassa-1513	756	5	29	29	NUM
ijassa-1513	756	6	]	]	X
ijassa-1513	756	7	sst	sst	NOUN
ijassa-1513	756	8	reviews	review	NOUN
ijassa-1513	756	9	[	[	X
ijassa-1513	756	10	161	161	NUM
ijassa-1513	756	11	]	]	SYM
ijassa-1513	756	12	9	9	NUM
ijassa-1513	756	13	%	%	NOUN
ijassa-1513	756	14	(	(	PUNCT
ijassa-1513	756	15	10	10	NUM
ijassa-1513	756	16	of	of	ADP
ijassa-1513	756	17	110	110	NUM
ijassa-1513	756	18	)	)	PUNCT
ijassa-1513	757	1	[	[	X
ijassa-1513	757	2	162	162	NUM
ijassa-1513	757	3	]	]	X
ijassa-1513	758	1	[	[	X
ijassa-1513	758	2	96	96	NUM
ijassa-1513	758	3	]	]	X
ijassa-1513	759	1	[	[	X
ijassa-1513	759	2	45	45	NUM
ijassa-1513	759	3	]	]	X
ijassa-1513	759	4	[	[	X
ijassa-1513	759	5	154	154	NUM
ijassa-1513	759	6	]	]	PUNCT
ijassa-1513	760	1	[	[	X
ijassa-1513	760	2	176	176	X
ijassa-1513	760	3	]	]	X
ijassa-1513	761	1	[	[	X
ijassa-1513	761	2	175	175	NUM
ijassa-1513	761	3	]	]	X
ijassa-1513	762	1	[	[	X
ijassa-1513	762	2	95	95	NUM
ijassa-1513	762	3	]	]	X
ijassa-1513	763	1	[	[	X
ijassa-1513	763	2	91	91	NUM
ijassa-1513	763	3	]	]	X
ijassa-1513	764	1	[	[	X
ijassa-1513	764	2	23	23	NUM
ijassa-1513	764	3	]	]	X
ijassa-1513	764	4	[	[	X
ijassa-1513	764	5	78	78	NUM
ijassa-1513	764	6	]	]	PUNCT
ijassa-1513	764	7	ag	ag	PROPN
ijassa-1513	764	8	news	news	PROPN
ijassa-1513	764	9	news	news	NOUN
ijassa-1513	764	10	[	[	X
ijassa-1513	764	11	162	162	NUM
ijassa-1513	764	12	]	]	SYM
ijassa-1513	764	13	8.1	8.1	NUM
ijassa-1513	764	14	%	%	NOUN
ijassa-1513	764	15	(	(	PUNCT
ijassa-1513	764	16	9	9	NUM
ijassa-1513	764	17	of	of	ADP
ijassa-1513	764	18	110	110	NUM
ijassa-1513	764	19	)	)	PUNCT
ijassa-1513	765	1	[	[	X
ijassa-1513	765	2	102	102	NUM
ijassa-1513	765	3	]	]	X
ijassa-1513	766	1	[	[	X
ijassa-1513	766	2	135	135	NUM
ijassa-1513	766	3	]	]	X
ijassa-1513	767	1	[	[	X
ijassa-1513	767	2	154	154	NUM
ijassa-1513	767	3	]	]	PUNCT
ijassa-1513	768	1	[	[	X
ijassa-1513	768	2	50	50	NUM
ijassa-1513	768	3	]	]	PUNCT
ijassa-1513	769	1	[	[	X
ijassa-1513	769	2	4	4	X
ijassa-1513	769	3	]	]	X
ijassa-1513	769	4	[	[	X
ijassa-1513	769	5	100	100	NUM
ijassa-1513	769	6	]	]	PUNCT
ijassa-1513	770	1	[	[	X
ijassa-1513	770	2	86	86	NUM
ijassa-1513	770	3	]	]	X
ijassa-1513	771	1	[	[	X
ijassa-1513	771	2	145	145	NUM
ijassa-1513	771	3	]	]	X
ijassa-1513	771	4	[	[	X
ijassa-1513	771	5	66	66	NUM
ijassa-1513	771	6	]	]	PUNCT
ijassa-1513	771	7	amazon	amazon	NOUN
ijassa-1513	771	8	reviews	review	VERB
ijassa-1513	771	9	[	[	X
ijassa-1513	771	10	164	164	NUM
ijassa-1513	771	11	]	]	SYM
ijassa-1513	771	12	8.1	8.1	NUM
ijassa-1513	771	13	%	%	NOUN
ijassa-1513	771	14	(	(	PUNCT
ijassa-1513	771	15	9	9	NUM
ijassa-1513	771	16	of	of	ADP
ijassa-1513	771	17	110	110	NUM
ijassa-1513	771	18	)	)	PUNCT
ijassa-1513	772	1	[	[	X
ijassa-1513	772	2	54	54	NUM
ijassa-1513	772	3	]	]	PUNCT
ijassa-1513	773	1	[	[	X
ijassa-1513	773	2	162	162	NUM
ijassa-1513	773	3	]	]	X
ijassa-1513	774	1	[	[	X
ijassa-1513	774	2	36	36	NUM
ijassa-1513	774	3	]	]	X
ijassa-1513	775	1	[	[	X
ijassa-1513	775	2	33	33	NUM
ijassa-1513	775	3	]	]	PUNCT
ijassa-1513	776	1	[	[	X
ijassa-1513	776	2	93	93	X
ijassa-1513	776	3	]	]	PUNCT
ijassa-1513	777	1	[	[	X
ijassa-1513	777	2	86	86	NUM
ijassa-1513	777	3	]	]	X
ijassa-1513	778	1	[	[	X
ijassa-1513	778	2	108	108	NUM
ijassa-1513	778	3	]	]	PUNCT
ijassa-1513	779	1	[	[	X
ijassa-1513	779	2	61	61	NUM
ijassa-1513	779	3	]	]	X
ijassa-1513	780	1	[	[	X
ijassa-1513	780	2	66	66	NUM
ijassa-1513	780	3	]	]	PUNCT
ijassa-1513	780	4	dbpedia	dbpedia	PROPN
ijassa-1513	780	5	text	text	NOUN
ijassa-1513	781	1	[	[	X
ijassa-1513	781	2	165	165	NUM
ijassa-1513	781	3	]	]	SYM
ijassa-1513	781	4	7.2	7.2	NUM
ijassa-1513	781	5	%	%	NOUN
ijassa-1513	781	6	(	(	PUNCT
ijassa-1513	781	7	8	8	NUM
ijassa-1513	781	8	of	of	ADP
ijassa-1513	781	9	110	110	NUM
ijassa-1513	781	10	)	)	PUNCT
ijassa-1513	782	1	[	[	X
ijassa-1513	782	2	135	135	NUM
ijassa-1513	782	3	]	]	X
ijassa-1513	783	1	[	[	X
ijassa-1513	783	2	16	16	NUM
ijassa-1513	783	3	]	]	X
ijassa-1513	784	1	[	[	X
ijassa-1513	784	2	50	50	NUM
ijassa-1513	784	3	]	]	PUNCT
ijassa-1513	785	1	[	[	X
ijassa-1513	785	2	4	4	X
ijassa-1513	785	3	]	]	X
ijassa-1513	785	4	[	[	X
ijassa-1513	785	5	100	100	NUM
ijassa-1513	785	6	]	]	PUNCT
ijassa-1513	786	1	[	[	X
ijassa-1513	786	2	145	145	NUM
ijassa-1513	786	3	]	]	X
ijassa-1513	786	4	[	[	X
ijassa-1513	786	5	108	108	NUM
ijassa-1513	786	6	]	]	PUNCT
ijassa-1513	786	7	[	[	X
ijassa-1513	786	8	66	66	NUM
ijassa-1513	786	9	]	]	PUNCT
ijassa-1513	786	10	sogou	sogou	PROPN
ijassa-1513	786	11	news	news	PROPN
ijassa-1513	786	12	news	news	NOUN
ijassa-1513	786	13	[	[	X
ijassa-1513	786	14	162	162	NUM
ijassa-1513	786	15	]	]	SYM
ijassa-1513	786	16	6.3	6.3	NUM
ijassa-1513	786	17	%	%	NOUN
ijassa-1513	786	18	(	(	PUNCT
ijassa-1513	786	19	7	7	NUM
ijassa-1513	786	20	of	of	ADP
ijassa-1513	786	21	110	110	NUM
ijassa-1513	786	22	)	)	PUNCT
ijassa-1513	787	1	[	[	X
ijassa-1513	787	2	140	140	NUM
ijassa-1513	787	3	]	]	X
ijassa-1513	788	1	[	[	X
ijassa-1513	788	2	27	27	NUM
ijassa-1513	788	3	]	]	X
ijassa-1513	789	1	[	[	X
ijassa-1513	789	2	174	174	NUM
ijassa-1513	789	3	]	]	PUNCT
ijassa-1513	789	4	[	[	X
ijassa-1513	789	5	100	100	NUM
ijassa-1513	789	6	]	]	PUNCT
ijassa-1513	790	1	[	[	X
ijassa-1513	790	2	132	132	NUM
ijassa-1513	790	3	]	]	X
ijassa-1513	791	1	[	[	X
ijassa-1513	791	2	145	145	NUM
ijassa-1513	791	3	]	]	X
ijassa-1513	791	4	[	[	X
ijassa-1513	791	5	66	66	NUM
ijassa-1513	791	6	]	]	PUNCT
ijassa-1513	791	7	yelp	yelp	NOUN
ijassa-1513	791	8	reviews	review	NOUN
ijassa-1513	791	9	[	[	X
ijassa-1513	791	10	166	166	NUM
ijassa-1513	791	11	]	]	SYM
ijassa-1513	791	12	6.3	6.3	NUM
ijassa-1513	791	13	%	%	NOUN
ijassa-1513	791	14	(	(	PUNCT
ijassa-1513	791	15	7	7	NUM
ijassa-1513	791	16	of	of	ADP
ijassa-1513	791	17	110	110	NUM
ijassa-1513	791	18	)	)	PUNCT
ijassa-1513	792	1	[	[	X
ijassa-1513	792	2	174	174	NUM
ijassa-1513	792	3	]	]	PUNCT
ijassa-1513	793	1	[	[	X
ijassa-1513	793	2	36	36	NUM
ijassa-1513	793	3	]	]	X
ijassa-1513	793	4	[	[	X
ijassa-1513	793	5	50	50	NUM
ijassa-1513	793	6	]	]	PUNCT
ijassa-1513	793	7	[	[	X
ijassa-1513	793	8	100	100	NUM
ijassa-1513	793	9	]	]	PUNCT
ijassa-1513	793	10	[	[	X
ijassa-1513	793	11	145	145	NUM
ijassa-1513	793	12	]	]	X
ijassa-1513	794	1	[	[	X
ijassa-1513	794	2	66	66	NUM
ijassa-1513	794	3	]	]	PUNCT
ijassa-1513	795	1	[	[	X
ijassa-1513	795	2	109	109	NUM
ijassa-1513	795	3	]	]	PUNCT
ijassa-1513	795	4	however	however	ADV
ijassa-1513	795	5	,	,	PUNCT
ijassa-1513	795	6	for	for	ADP
ijassa-1513	795	7	the	the	DET
ijassa-1513	795	8	sake	sake	NOUN
ijassa-1513	795	9	of	of	ADP
ijassa-1513	795	10	brevity	brevity	NOUN
ijassa-1513	795	11	and	and	CCONJ
ijassa-1513	795	12	focused	focus	VERB
ijassa-1513	795	13	analysis	analysis	NOUN
ijassa-1513	795	14	,	,	PUNCT
ijassa-1513	795	15	we	we	PRON
ijassa-1513	795	16	will	will	AUX
ijassa-1513	795	17	primarily	primarily	ADV
ijassa-1513	795	18	delve	delve	VERB
ijassa-1513	795	19	into	into	ADP
ijassa-1513	795	20	the	the	DET
ijassa-1513	795	21	datasets	dataset	NOUN
ijassa-1513	795	22	that	that	PRON
ijassa-1513	795	23	do	do	AUX
ijassa-1513	795	24	not	not	PART
ijassa-1513	795	25	fall	fall	VERB
ijassa-1513	795	26	within	within	ADP
ijassa-1513	795	27	the	the	DET
ijassa-1513	795	28	realm	realm	NOUN
ijassa-1513	795	29	of	of	ADP
ijassa-1513	795	30	the	the	DET
ijassa-1513	795	31	top	top	ADJ
ijassa-1513	795	32	10	10	NUM
ijassa-1513	795	33	most	most	ADV
ijassa-1513	795	34	frequently	frequently	ADV
ijassa-1513	795	35	employed	employ	VERB
ijassa-1513	795	36	datasets	dataset	NOUN
ijassa-1513	795	37	in	in	ADP
ijassa-1513	795	38	the	the	DET
ijassa-1513	795	39	field	field	NOUN
ijassa-1513	795	40	of	of	ADP
ijassa-1513	795	41	text	text	NOUN
ijassa-1513	795	42	classification	classification	NOUN
ijassa-1513	795	43	.	.	PUNCT
ijassa-1513	796	1	while	while	SCONJ
ijassa-1513	796	2	the	the	DET
ijassa-1513	796	3	top	top	ADJ
ijassa-1513	796	4	10	10	NUM
ijassa-1513	796	5	datasets	dataset	NOUN
ijassa-1513	796	6	provide	provide	VERB
ijassa-1513	796	7	valuable	valuable	ADJ
ijassa-1513	796	8	insights	insight	NOUN
ijassa-1513	796	9	into	into	ADP
ijassa-1513	796	10	the	the	DET
ijassa-1513	796	11	foundational	foundational	ADJ
ijassa-1513	796	12	and	and	CCONJ
ijassa-1513	796	13	widely	widely	ADV
ijassa-1513	796	14	recognized	recognize	VERB
ijassa-1513	796	15	benchmarks	benchmark	NOUN
ijassa-1513	796	16	for	for	ADP
ijassa-1513	796	17	text	text	NOUN
ijassa-1513	796	18	classification	classification	NOUN
ijassa-1513	796	19	,	,	PUNCT
ijassa-1513	796	20	our	our	PRON
ijassa-1513	796	21	objective	objective	NOUN
ijassa-1513	796	22	is	be	AUX
ijassa-1513	796	23	to	to	PART
ijassa-1513	796	24	shed	shed	VERB
ijassa-1513	796	25	light	light	NOUN
ijassa-1513	796	26	on	on	ADP
ijassa-1513	796	27	datasets	dataset	NOUN
ijassa-1513	796	28	that	that	PRON
ijassa-1513	796	29	might	might	AUX
ijassa-1513	796	30	not	not	PART
ijassa-1513	796	31	receive	receive	VERB
ijassa-1513	796	32	as	as	ADV
ijassa-1513	796	33	much	much	ADJ
ijassa-1513	796	34	attention	attention	NOUN
ijassa-1513	796	35	but	but	CCONJ
ijassa-1513	796	36	are	be	AUX
ijassa-1513	796	37	nonetheless	nonetheless	ADV
ijassa-1513	796	38	significant	significant	ADJ
ijassa-1513	796	39	for	for	ADP
ijassa-1513	796	40	specific	specific	ADJ
ijassa-1513	796	41	domains	domain	NOUN
ijassa-1513	796	42	,	,	PUNCT
ijassa-1513	796	43	research	research	NOUN
ijassa-1513	796	44	angles	angle	NOUN
ijassa-1513	796	45	,	,	PUNCT
ijassa-1513	796	46	or	or	CCONJ
ijassa-1513	796	47	unique	unique	ADJ
ijassa-1513	796	48	challenges	challenge	NOUN
ijassa-1513	796	49	.	.	PUNCT
ijassa-1513	797	1	by	by	ADP
ijassa-1513	797	2	examining	examine	VERB
ijassa-1513	797	3	these	these	DET
ijassa-1513	797	4	lesser	less	ADJ
ijassa-1513	797	5	-	-	PUNCT
ijassa-1513	797	6	known	know	VERB
ijassa-1513	797	7	datasets	dataset	NOUN
ijassa-1513	797	8	,	,	PUNCT
ijassa-1513	797	9	we	we	PRON
ijassa-1513	797	10	aim	aim	VERB
ijassa-1513	797	11	to	to	PART
ijassa-1513	797	12	broaden	broaden	VERB
ijassa-1513	797	13	the	the	DET
ijassa-1513	797	14	scope	scope	NOUN
ijassa-1513	797	15	of	of	ADP
ijassa-1513	797	16	our	our	PRON
ijassa-1513	797	17	analysis	analysis	NOUN
ijassa-1513	797	18	and	and	CCONJ
ijassa-1513	797	19	capture	capture	VERB
ijassa-1513	797	20	a	a	DET
ijassa-1513	797	21	more	more	ADV
ijassa-1513	797	22	comprehensive	comprehensive	ADJ
ijassa-1513	797	23	understanding	understanding	NOUN
ijassa-1513	797	24	of	of	ADP
ijassa-1513	797	25	the	the	DET
ijassa-1513	797	26	diverse	diverse	ADJ
ijassa-1513	797	27	applications	application	NOUN
ijassa-1513	797	28	and	and	CCONJ
ijassa-1513	797	29	contexts	context	NOUN
ijassa-1513	797	30	of	of	ADP
ijassa-1513	797	31	text	text	NOUN
ijassa-1513	797	32	classification	classification	NOUN
ijassa-1513	797	33	in	in	ADP
ijassa-1513	797	34	the	the	DET
ijassa-1513	797	35	academic	academic	ADJ
ijassa-1513	797	36	literature	literature	NOUN
ijassa-1513	797	37	.	.	PUNCT
ijassa-1513	798	1	the	the	DET
ijassa-1513	798	2	eur	eur	PROPN
ijassa-1513	798	3	-	-	PUNCT
ijassa-1513	798	4	lex	lex	NOUN
ijassa-1513	798	5	(	(	PUNCT
ijassa-1513	798	6	[	[	X
ijassa-1513	798	7	54	54	NUM
ijassa-1513	798	8	]	]	PUNCT
ijassa-1513	799	1	[	[	X
ijassa-1513	799	2	22	22	NUM
ijassa-1513	799	3	]	]	X
ijassa-1513	799	4	[	[	X
ijassa-1513	799	5	138	138	NUM
ijassa-1513	799	6	]	]	X
ijassa-1513	800	1	[	[	X
ijassa-1513	800	2	93	93	X
ijassa-1513	800	3	]	]	PUNCT
ijassa-1513	801	1	[	[	X
ijassa-1513	801	2	132	132	NUM
ijassa-1513	801	3	]	]	X
ijassa-1513	801	4	[	[	X
ijassa-1513	801	5	61	61	NUM
ijassa-1513	801	6	]	]	SYM
ijassa-1513	801	7	)	)	PUNCT
ijassa-1513	801	8	text	text	NOUN
ijassa-1513	801	9	collection	collection	NOUN
ijassa-1513	801	10	is	be	AUX
ijassa-1513	801	11	a	a	DET
ijassa-1513	801	12	collection	collection	NOUN
ijassa-1513	801	13	of	of	ADP
ijassa-1513	801	14	documents	document	NOUN
ijassa-1513	801	15	about	about	ADP
ijassa-1513	801	16	european	european	PROPN
ijassa-1513	801	17	union	union	PROPN
ijassa-1513	801	18	law	law	NOUN
ijassa-1513	801	19	[	[	X
ijassa-1513	801	20	97	97	NUM
ijassa-1513	801	21	]	]	PUNCT
ijassa-1513	801	22	.	.	PUNCT
ijassa-1513	802	1	it	it	PRON
ijassa-1513	802	2	contains	contain	VERB
ijassa-1513	802	3	many	many	ADJ
ijassa-1513	802	4	several	several	ADJ
ijassa-1513	802	5	different	different	ADJ
ijassa-1513	802	6	types	type	NOUN
ijassa-1513	802	7	of	of	ADP
ijassa-1513	802	8	documents	document	NOUN
ijassa-1513	802	9	,	,	PUNCT
ijassa-1513	802	10	including	include	VERB
ijassa-1513	802	11	treaties	treaty	NOUN
ijassa-1513	802	12	,	,	PUNCT
ijassa-1513	802	13	legislation	legislation	NOUN
ijassa-1513	802	14	,	,	PUNCT
ijassa-1513	802	15	case	case	NOUN
ijassa-1513	802	16	-	-	PUNCT
ijassa-1513	802	17	law	law	NOUN
ijassa-1513	802	18	and	and	CCONJ
ijassa-1513	802	19	legislative	legislative	ADJ
ijassa-1513	802	20	proposals	proposal	NOUN
ijassa-1513	802	21	,	,	PUNCT
ijassa-1513	802	22	which	which	PRON
ijassa-1513	802	23	are	be	AUX
ijassa-1513	802	24	indexed	index	VERB
ijassa-1513	802	25	according	accord	VERB
ijassa-1513	802	26	to	to	ADP
ijassa-1513	802	27	several	several	ADJ
ijassa-1513	802	28	orthogonal	orthogonal	ADJ
ijassa-1513	802	29	categorization	categorization	NOUN
ijassa-1513	802	30	schemes	scheme	NOUN
ijassa-1513	802	31	to	to	PART
ijassa-1513	802	32	allow	allow	VERB
ijassa-1513	802	33	for	for	ADP
ijassa-1513	802	34	multiple	multiple	ADJ
ijassa-1513	802	35	search	search	NOUN
ijassa-1513	802	36	facilities	facility	NOUN
ijassa-1513	802	37	.	.	PUNCT
ijassa-1513	803	1	the	the	DET
ijassa-1513	803	2	most	most	ADV
ijassa-1513	803	3	important	important	ADJ
ijassa-1513	803	4	categorization	categorization	NOUN
ijassa-1513	803	5	is	be	AUX
ijassa-1513	803	6	provided	provide	VERB
ijassa-1513	803	7	by	by	ADP
ijassa-1513	803	8	the	the	DET
ijassa-1513	803	9	eurovoc	eurovoc	NOUN
ijassa-1513	803	10	descriptors	descriptor	NOUN
ijassa-1513	803	11	,	,	PUNCT
ijassa-1513	803	12	which	which	PRON
ijassa-1513	803	13	is	be	AUX
ijassa-1513	803	14	a	a	DET
ijassa-1513	803	15	topic	topic	NOUN
ijassa-1513	803	16	hierarchy	hierarchy	NOUN
ijassa-1513	803	17	with	with	ADP
ijassa-1513	803	18	almost	almost	ADV
ijassa-1513	803	19	4000	4000	NUM
ijassa-1513	803	20	categories	category	NOUN
ijassa-1513	803	21	regarding	regard	VERB
ijassa-1513	803	22	different	different	ADJ
ijassa-1513	803	23	aspects	aspect	NOUN
ijassa-1513	803	24	of	of	ADP
ijassa-1513	803	25	european	european	ADJ
ijassa-1513	803	26	law	law	NOUN
ijassa-1513	803	27	.	.	PUNCT
ijassa-1513	804	1	trec	trec	PROPN
ijassa-1513	804	2	(	(	PUNCT
ijassa-1513	804	3	[	[	X
ijassa-1513	804	4	154	154	NUM
ijassa-1513	804	5	]	]	PUNCT
ijassa-1513	805	1	[	[	X
ijassa-1513	805	2	176	176	X
ijassa-1513	805	3	]	]	X
ijassa-1513	806	1	[	[	X
ijassa-1513	806	2	177	177	NUM
ijassa-1513	806	3	]	]	PUNCT
ijassa-1513	806	4	[	[	X
ijassa-1513	806	5	50	50	NUM
ijassa-1513	806	6	]	]	PUNCT
ijassa-1513	806	7	[	[	X
ijassa-1513	806	8	91	91	NUM
ijassa-1513	806	9	]	]	SYM
ijassa-1513	806	10	)	)	PUNCT
ijassa-1513	806	11	question	question	NOUN
ijassa-1513	806	12	dataset	dataset	NOUN
ijassa-1513	806	13	involves	involve	VERB
ijassa-1513	806	14	classifying	classify	VERB
ijassa-1513	806	15	a	a	DET
ijassa-1513	806	16	question	question	NOUN
ijassa-1513	806	17	into	into	ADP
ijassa-1513	806	18	6	6	NUM
ijassa-1513	806	19	question	question	NOUN
ijassa-1513	806	20	types	type	NOUN
ijassa-1513	807	1	[	[	X
ijassa-1513	807	2	146	146	NUM
ijassa-1513	807	3	]	]	PUNCT
ijassa-1513	807	4	.	.	PUNCT
ijassa-1513	808	1	trec	trec	PROPN
ijassa-1513	808	2	divides	divide	VERB
ijassa-1513	808	3	all	all	DET
ijassa-1513	808	4	questions	question	NOUN
ijassa-1513	808	5	into	into	ADP
ijassa-1513	808	6	6	6	NUM
ijassa-1513	808	7	categories	category	NOUN
ijassa-1513	808	8	,	,	PUNCT
ijassa-1513	808	9	including	include	VERB
ijassa-1513	808	10	505	505	NUM
ijassa-1513	808	11	locations	location	NOUN
ijassa-1513	808	12	,	,	PUNCT
ijassa-1513	808	13	150	150	NUM
ijassa-1513	808	14	a.	a.	NOUN
ijassa-1513	808	15	kravets	kravet	NOUN
ijassa-1513	808	16	,	,	PUNCT
ijassa-1513	808	17	d.	d.	PROPN
ijassa-1513	808	18	semenochkin	semenochkin	PROPN
ijassa-1513	808	19	copyright	copyright	NOUN
ijassa-1513	809	1	©	©	PROPN
ijassa-1513	809	2	2024	2024	NUM
ijassa-1513	809	3	assa	assa	PROPN
ijassa-1513	809	4	adv	adv	PROPN
ijassa-1513	809	5	.	.	PUNCT
ijassa-1513	810	1	in	in	ADP
ijassa-1513	810	2	systems	system	NOUN
ijassa-1513	810	3	science	science	NOUN
ijassa-1513	810	4	and	and	CCONJ
ijassa-1513	810	5	appl	appl	NOUN
ijassa-1513	810	6	.	.	PUNCT
ijassa-1513	811	1	(	(	PUNCT
ijassa-1513	811	2	2024	2024	NUM
ijassa-1513	811	3	)	)	PUNCT
ijassa-1513	811	4	human	human	NOUN
ijassa-1513	811	5	,	,	PUNCT
ijassa-1513	811	6	entity	entity	NOUN
ijassa-1513	811	7	,	,	PUNCT
ijassa-1513	811	8	abbreviation	abbreviation	NOUN
ijassa-1513	811	9	,	,	PUNCT
ijassa-1513	811	10	description	description	NOUN
ijassa-1513	811	11	and	and	CCONJ
ijassa-1513	811	12	numeric	numeric	ADV
ijassa-1513	811	13	.	.	PUNCT
ijassa-1513	812	1	the	the	DET
ijassa-1513	812	2	training	training	NOUN
ijassa-1513	812	3	dataset	dataset	NOUN
ijassa-1513	812	4	contains	contain	VERB
ijassa-1513	812	5	5452	5452	NUM
ijassa-1513	812	6	labelled	label	VERB
ijassa-1513	812	7	questions	question	NOUN
ijassa-1513	812	8	while	while	SCONJ
ijassa-1513	812	9	the	the	DET
ijassa-1513	812	10	testing	testing	NOUN
ijassa-1513	812	11	dataset	dataset	NOUN
ijassa-1513	812	12	contains	contain	VERB
ijassa-1513	812	13	500	500	NUM
ijassa-1513	812	14	questions	question	NOUN
ijassa-1513	812	15	.	.	PUNCT
ijassa-1513	813	1	thucnews	thucnews	NOUN
ijassa-1513	813	2	(	(	PUNCT
ijassa-1513	813	3	[	[	X
ijassa-1513	813	4	8	8	NUM
ijassa-1513	813	5	]	]	X
ijassa-1513	813	6	[	[	X
ijassa-1513	813	7	160	160	NUM
ijassa-1513	813	8	]	]	X
ijassa-1513	814	1	[	[	X
ijassa-1513	814	2	82	82	NUM
ijassa-1513	814	3	]	]	X
ijassa-1513	814	4	[	[	X
ijassa-1513	814	5	27	27	NUM
ijassa-1513	814	6	]	]	SYM
ijassa-1513	814	7	)	)	PUNCT
ijassa-1513	814	8	corpus	corpus	NOUN
ijassa-1513	814	9	includes	include	VERB
ijassa-1513	814	10	total	total	NOUN
ijassa-1513	814	11	of	of	ADP
ijassa-1513	814	12	10	10	NUM
ijassa-1513	814	13	news	news	NOUN
ijassa-1513	814	14	categories	category	NOUN
ijassa-1513	814	15	and	and	CCONJ
ijassa-1513	814	16	total	total	NOUN
ijassa-1513	814	17	of	of	ADP
ijassa-1513	814	18	740,000	740,000	NUM
ijassa-1513	814	19	chinese	chinese	ADJ
ijassa-1513	814	20	news	news	NOUN
ijassa-1513	814	21	texts	text	NOUN
ijassa-1513	814	22	,	,	PUNCT
ijassa-1513	814	23	all	all	PRON
ijassa-1513	814	24	in	in	ADP
ijassa-1513	814	25	utf-8	utf-8	PUNCT
ijassa-1513	814	26	plain	plain	ADJ
ijassa-1513	814	27	text	text	NOUN
ijassa-1513	814	28	format	format	NOUN
ijassa-1513	814	29	.	.	PUNCT
ijassa-1513	815	1	it	it	PRON
ijassa-1513	815	2	selects	select	VERB
ijassa-1513	815	3	news	news	NOUN
ijassa-1513	815	4	from	from	ADP
ijassa-1513	815	5	the	the	DET
ijassa-1513	815	6	ten	ten	NUM
ijassa-1513	815	7	categories	category	NOUN
ijassa-1513	815	8	of	of	ADP
ijassa-1513	815	9	sports	sport	NOUN
ijassa-1513	815	10	,	,	PUNCT
ijassa-1513	815	11	finance	finance	NOUN
ijassa-1513	815	12	,	,	PUNCT
ijassa-1513	815	13	real	real	ADJ
ijassa-1513	815	14	estate	estate	NOUN
ijassa-1513	815	15	,	,	PUNCT
ijassa-1513	815	16	home	home	NOUN
ijassa-1513	815	17	,	,	PUNCT
ijassa-1513	815	18	education	education	NOUN
ijassa-1513	815	19	,	,	PUNCT
ijassa-1513	815	20	technology	technology	NOUN
ijassa-1513	815	21	,	,	PUNCT
ijassa-1513	815	22	fashion	fashion	NOUN
ijassa-1513	815	23	,	,	PUNCT
ijassa-1513	815	24	politics	politic	NOUN
ijassa-1513	815	25	,	,	PUNCT
ijassa-1513	815	26	games	game	NOUN
ijassa-1513	815	27	and	and	CCONJ
ijassa-1513	815	28	entertainment	entertainment	NOUN
ijassa-1513	815	29	as	as	ADP
ijassa-1513	815	30	experimental	experimental	ADJ
ijassa-1513	815	31	data	datum	NOUN
ijassa-1513	815	32	.	.	PUNCT
ijassa-1513	816	1	the	the	DET
ijassa-1513	816	2	webkb	webkb	NOUN
ijassa-1513	816	3	dataset	dataset	NOUN
ijassa-1513	816	4	(	(	PUNCT
ijassa-1513	816	5	[	[	X
ijassa-1513	816	6	162	162	NUM
ijassa-1513	816	7	]	]	X
ijassa-1513	817	1	[	[	X
ijassa-1513	817	2	139	139	NUM
ijassa-1513	817	3	]	]	X
ijassa-1513	818	1	[	[	X
ijassa-1513	818	2	44	44	NUM
ijassa-1513	818	3	]	]	PUNCT
ijassa-1513	819	1	[	[	X
ijassa-1513	819	2	136	136	NUM
ijassa-1513	819	3	]	]	PUNCT
ijassa-1513	819	4	)	)	PUNCT
ijassa-1513	819	5	contains	contain	VERB
ijassa-1513	819	6	4,199	4,199	NUM
ijassa-1513	819	7	documents	document	NOUN
ijassa-1513	819	8	.	.	PUNCT
ijassa-1513	820	1	each	each	DET
ijassa-1513	820	2	document	document	NOUN
ijassa-1513	820	3	contains	contain	VERB
ijassa-1513	820	4	around	around	ADP
ijassa-1513	820	5	10,358	10,358	NUM
ijassa-1513	820	6	characters	character	NOUN
ijassa-1513	820	7	that	that	PRON
ijassa-1513	820	8	are	be	AUX
ijassa-1513	820	9	divided	divide	VERB
ijassa-1513	820	10	into	into	ADP
ijassa-1513	820	11	around	around	ADP
ijassa-1513	820	12	2,918	2,918	NUM
ijassa-1513	820	13	words	word	NOUN
ijassa-1513	820	14	.	.	PUNCT
ijassa-1513	821	1	the	the	DET
ijassa-1513	821	2	documents	document	NOUN
ijassa-1513	821	3	are	be	AUX
ijassa-1513	821	4	webpages	webpage	NOUN
ijassa-1513	821	5	collected	collect	VERB
ijassa-1513	821	6	by	by	ADP
ijassa-1513	821	7	the	the	DET
ijassa-1513	821	8	world	world	NOUN
ijassa-1513	821	9	-	-	PUNCT
ijassa-1513	821	10	wide	wide	ADJ
ijassa-1513	821	11	knowledge	knowledge	NOUN
ijassa-1513	821	12	base	base	NOUN
ijassa-1513	821	13	project	project	NOUN
ijassa-1513	821	14	of	of	ADP
ijassa-1513	821	15	the	the	DET
ijassa-1513	821	16	cmu	cmu	PROPN
ijassa-1513	821	17	text	text	NOUN
ijassa-1513	821	18	-	-	PUNCT
ijassa-1513	821	19	learning	learn	VERB
ijassa-1513	821	20	group	group	NOUN
ijassa-1513	821	21	.	.	PUNCT
ijassa-1513	822	1	these	these	DET
ijassa-1513	822	2	pages	page	NOUN
ijassa-1513	822	3	were	be	AUX
ijassa-1513	822	4	manually	manually	ADV
ijassa-1513	822	5	classified	classify	VERB
ijassa-1513	822	6	into	into	ADP
ijassa-1513	822	7	seven	seven	NUM
ijassa-1513	822	8	different	different	ADJ
ijassa-1513	822	9	classes	class	NOUN
ijassa-1513	822	10	:	:	PUNCT
ijassa-1513	822	11	student	student	NOUN
ijassa-1513	822	12	,	,	PUNCT
ijassa-1513	822	13	faculty	faculty	NOUN
ijassa-1513	822	14	,	,	PUNCT
ijassa-1513	822	15	staff	staff	NOUN
ijassa-1513	822	16	,	,	PUNCT
ijassa-1513	822	17	department	department	NOUN
ijassa-1513	822	18	,	,	PUNCT
ijassa-1513	822	19	course	course	NOUN
ijassa-1513	822	20	,	,	PUNCT
ijassa-1513	822	21	project	project	NOUN
ijassa-1513	822	22	,	,	PUNCT
ijassa-1513	822	23	and	and	CCONJ
ijassa-1513	822	24	other	other	ADJ
ijassa-1513	822	25	.	.	PUNCT
ijassa-1513	823	1	the	the	DET
ijassa-1513	823	2	yahoo	yahoo	PROPN
ijassa-1513	823	3	!	!	PUNCT
ijassa-1513	823	4	answers	answer	NOUN
ijassa-1513	823	5	dataset	dataset	VERB
ijassa-1513	823	6	(	(	PUNCT
ijassa-1513	823	7	[	[	X
ijassa-1513	823	8	174	174	NUM
ijassa-1513	823	9	]	]	PUNCT
ijassa-1513	824	1	[	[	X
ijassa-1513	824	2	100	100	NUM
ijassa-1513	824	3	]	]	PUNCT
ijassa-1513	824	4	[	[	X
ijassa-1513	824	5	145	145	NUM
ijassa-1513	824	6	]	]	X
ijassa-1513	824	7	[	[	X
ijassa-1513	824	8	66	66	NUM
ijassa-1513	824	9	]	]	PUNCT
ijassa-1513	824	10	)	)	PUNCT
ijassa-1513	824	11	consists	consist	VERB
ijassa-1513	824	12	of	of	ADP
ijassa-1513	824	13	10	10	NUM
ijassa-1513	824	14	categories	category	NOUN
ijassa-1513	824	15	including	include	VERB
ijassa-1513	824	16	society	society	NOUN
ijassa-1513	824	17	and	and	CCONJ
ijassa-1513	824	18	culture	culture	NOUN
ijassa-1513	824	19	,	,	PUNCT
ijassa-1513	824	20	science	science	NOUN
ijassa-1513	824	21	and	and	CCONJ
ijassa-1513	824	22	mathematics	mathematic	NOUN
ijassa-1513	824	23	,	,	PUNCT
ijassa-1513	824	24	health	health	NOUN
ijassa-1513	824	25	,	,	PUNCT
ijassa-1513	824	26	education	education	NOUN
ijassa-1513	824	27	and	and	CCONJ
ijassa-1513	824	28	reference	reference	NOUN
ijassa-1513	824	29	,	,	PUNCT
ijassa-1513	824	30	computer	computer	NOUN
ijassa-1513	824	31	and	and	CCONJ
ijassa-1513	824	32	internet	internet	NOUN
ijassa-1513	824	33	,	,	PUNCT
ijassa-1513	824	34	sports	sport	NOUN
ijassa-1513	824	35	,	,	PUNCT
ijassa-1513	824	36	business	business	NOUN
ijassa-1513	824	37	and	and	CCONJ
ijassa-1513	824	38	finance	finance	NOUN
ijassa-1513	824	39	,	,	PUNCT
ijassa-1513	824	40	entertainment	entertainment	NOUN
ijassa-1513	824	41	and	and	CCONJ
ijassa-1513	824	42	music	music	NOUN
ijassa-1513	824	43	,	,	PUNCT
ijassa-1513	824	44	family	family	NOUN
ijassa-1513	824	45	and	and	CCONJ
ijassa-1513	824	46	relationships	relationship	NOUN
ijassa-1513	824	47	,	,	PUNCT
ijassa-1513	824	48	and	and	CCONJ
ijassa-1513	824	49	politics	politic	NOUN
ijassa-1513	824	50	and	and	CCONJ
ijassa-1513	824	51	government	government	NOUN
ijassa-1513	824	52	.	.	PUNCT
ijassa-1513	825	1	documents	document	NOUN
ijassa-1513	825	2	include	include	VERB
ijassa-1513	825	3	the	the	DET
ijassa-1513	825	4	title	title	NOUN
ijassa-1513	825	5	of	of	ADP
ijassa-1513	825	6	the	the	DET
ijassa-1513	825	7	question	question	NOUN
ijassa-1513	825	8	,	,	PUNCT
ijassa-1513	825	9	the	the	DET
ijassa-1513	825	10	background	background	NOUN
ijassa-1513	825	11	of	of	ADP
ijassa-1513	825	12	the	the	DET
ijassa-1513	825	13	question	question	NOUN
ijassa-1513	825	14	and	and	CCONJ
ijassa-1513	825	15	the	the	DET
ijassa-1513	825	16	best	good	ADJ
ijassa-1513	825	17	answer	answer	NOUN
ijassa-1513	825	18	.	.	PUNCT
ijassa-1513	826	1	there	there	PRON
ijassa-1513	826	2	are	be	VERB
ijassa-1513	826	3	140,000	140,000	NUM
ijassa-1513	826	4	training	training	NOUN
ijassa-1513	826	5	samples	sample	NOUN
ijassa-1513	826	6	and	and	CCONJ
ijassa-1513	826	7	5,000	5,000	NUM
ijassa-1513	826	8	test	test	NOUN
ijassa-1513	826	9	samples	sample	NOUN
ijassa-1513	826	10	[	[	X
ijassa-1513	826	11	172	172	NUM
ijassa-1513	826	12	]	]	PUNCT
ijassa-1513	826	13	.	.	PUNCT
ijassa-1513	827	1	three	three	NUM
ijassa-1513	827	2	sources	source	NOUN
ijassa-1513	827	3	use	use	VERB
ijassa-1513	827	4	datasets	dataset	NOUN
ijassa-1513	827	5	consisting	consist	VERB
ijassa-1513	827	6	of	of	ADP
ijassa-1513	827	7	material	material	NOUN
ijassa-1513	827	8	from	from	ADP
ijassa-1513	827	9	scholarly	scholarly	ADJ
ijassa-1513	827	10	articles	article	NOUN
ijassa-1513	827	11	from	from	ADP
ijassa-1513	827	12	the	the	DET
ijassa-1513	827	13	arxiv	arxiv	PROPN
ijassa-1513	827	14	website	website	NOUN
ijassa-1513	827	15	.	.	PUNCT
ijassa-1513	828	1	source	source	NOUN
ijassa-1513	828	2	[	[	X
ijassa-1513	828	3	54	54	NUM
ijassa-1513	828	4	]	]	PUNCT
ijassa-1513	828	5	uses	use	VERB
ijassa-1513	828	6	a	a	DET
ijassa-1513	828	7	variation	variation	NOUN
ijassa-1513	828	8	of	of	ADP
ijassa-1513	828	9	the	the	DET
ijassa-1513	828	10	dataset	dataset	NOUN
ijassa-1513	828	11	consisting	consist	VERB
ijassa-1513	828	12	of	of	ADP
ijassa-1513	828	13	55,840	55,840	NUM
ijassa-1513	828	14	abstracts	abstract	NOUN
ijassa-1513	828	15	of	of	ADP
ijassa-1513	828	16	computer	computer	NOUN
ijassa-1513	828	17	science	science	NOUN
ijassa-1513	828	18	papers	paper	NOUN
ijassa-1513	828	19	from	from	ADP
ijassa-1513	828	20	54	54	NUM
ijassa-1513	828	21	categories	category	NOUN
ijassa-1513	828	22	.	.	PUNCT
ijassa-1513	829	1	source	source	NOUN
ijassa-1513	829	2	[	[	X
ijassa-1513	829	3	109	109	NUM
ijassa-1513	829	4	]	]	PUNCT
ijassa-1513	829	5	uses	use	VERB
ijassa-1513	829	6	a	a	DET
ijassa-1513	829	7	variation	variation	NOUN
ijassa-1513	829	8	of	of	ADP
ijassa-1513	829	9	the	the	DET
ijassa-1513	829	10	dataset	dataset	NOUN
ijassa-1513	829	11	that	that	PRON
ijassa-1513	829	12	contains	contain	VERB
ijassa-1513	829	13	1	1	NUM
ijassa-1513	829	14	million	million	NUM
ijassa-1513	829	15	abstracts	abstract	NOUN
ijassa-1513	829	16	of	of	ADP
ijassa-1513	829	17	scientific	scientific	ADJ
ijassa-1513	829	18	papers	paper	NOUN
ijassa-1513	829	19	,	,	PUNCT
ijassa-1513	829	20	including	include	VERB
ijassa-1513	829	21	the	the	DET
ijassa-1513	829	22	title	title	NOUN
ijassa-1513	829	23	and	and	CCONJ
ijassa-1513	829	24	abstract	abstract	NOUN
ijassa-1513	829	25	of	of	ADP
ijassa-1513	829	26	the	the	DET
ijassa-1513	829	27	article	article	NOUN
ijassa-1513	829	28	.	.	PUNCT
ijassa-1513	830	1	each	each	DET
ijassa-1513	830	2	paper	paper	NOUN
ijassa-1513	830	3	has	have	VERB
ijassa-1513	830	4	one	one	NUM
ijassa-1513	830	5	primary	primary	ADJ
ijassa-1513	830	6	category	category	NOUN
ijassa-1513	830	7	,	,	PUNCT
ijassa-1513	830	8	e.g.	e.g.	ADV
ijassa-1513	830	9	,	,	PUNCT
ijassa-1513	830	10	cs.ai	cs.ai	NOUN
ijassa-1513	830	11	,	,	PUNCT
ijassa-1513	830	12	stat.ml	stat.ml	NOUN
ijassa-1513	830	13	,	,	PUNCT
ijassa-1513	830	14	etc	etc	X
ijassa-1513	830	15	.	.	X
ijassa-1513	830	16	,	,	PUNCT
ijassa-1513	830	17	used	use	VERB
ijassa-1513	830	18	as	as	ADP
ijassa-1513	830	19	a	a	DET
ijassa-1513	830	20	class	class	NOUN
ijassa-1513	830	21	label	label	NOUN
ijassa-1513	830	22	.	.	PUNCT
ijassa-1513	831	1	source	source	NOUN
ijassa-1513	831	2	[	[	X
ijassa-1513	831	3	135	135	NUM
ijassa-1513	831	4	]	]	PUNCT
ijassa-1513	831	5	uses	use	VERB
ijassa-1513	831	6	a	a	DET
ijassa-1513	831	7	variation	variation	NOUN
ijassa-1513	831	8	of	of	ADP
ijassa-1513	831	9	the	the	DET
ijassa-1513	831	10	dataset	dataset	NOUN
ijassa-1513	831	11	consisting	consist	VERB
ijassa-1513	831	12	of	of	ADP
ijassa-1513	831	13	230,105	230,105	NUM
ijassa-1513	831	14	abstracts	abstract	NOUN
ijassa-1513	831	15	from	from	ADP
ijassa-1513	831	16	53	53	NUM
ijassa-1513	831	17	categories	category	NOUN
ijassa-1513	831	18	.	.	PUNCT
ijassa-1513	832	1	medline	medline	NOUN
ijassa-1513	832	2	(	(	PUNCT
ijassa-1513	832	3	[	[	X
ijassa-1513	832	4	122	122	NUM
ijassa-1513	832	5	]	]	X
ijassa-1513	833	1	[	[	X
ijassa-1513	833	2	136	136	NUM
ijassa-1513	833	3	]	]	PUNCT
ijassa-1513	833	4	[	[	X
ijassa-1513	833	5	134	134	NUM
ijassa-1513	833	6	]	]	PUNCT
ijassa-1513	833	7	)	)	PUNCT
ijassa-1513	833	8	and	and	CCONJ
ijassa-1513	833	9	the	the	DET
ijassa-1513	833	10	ohsumed	ohsume	VERB
ijassa-1513	833	11	(	(	PUNCT
ijassa-1513	833	12	[	[	X
ijassa-1513	833	13	165	165	NUM
ijassa-1513	833	14	]	]	X
ijassa-1513	834	1	[	[	X
ijassa-1513	834	2	128	128	NUM
ijassa-1513	834	3	]	]	X
ijassa-1513	834	4	[	[	X
ijassa-1513	834	5	29	29	NUM
ijassa-1513	834	6	]	]	PUNCT
ijassa-1513	834	7	)	)	PUNCT
ijassa-1513	834	8	corpus	corpus	NOUN
ijassa-1513	834	9	is	be	AUX
ijassa-1513	834	10	from	from	ADP
ijassa-1513	834	11	the	the	DET
ijassa-1513	834	12	medline	medline	NOUN
ijassa-1513	834	13	database	database	NOUN
ijassa-1513	834	14	[	[	X
ijassa-1513	834	15	118	118	NUM
ijassa-1513	834	16	]	]	X
ijassa-1513	834	17	,	,	PUNCT
ijassa-1513	834	18	which	which	PRON
ijassa-1513	834	19	is	be	AUX
ijassa-1513	834	20	a	a	DET
ijassa-1513	834	21	bibliographic	bibliographic	ADJ
ijassa-1513	834	22	database	database	NOUN
ijassa-1513	834	23	of	of	ADP
ijassa-1513	834	24	important	important	ADJ
ijassa-1513	834	25	medical	medical	ADJ
ijassa-1513	834	26	literature	literature	NOUN
ijassa-1513	834	27	maintained	maintain	VERB
ijassa-1513	834	28	by	by	ADP
ijassa-1513	834	29	the	the	DET
ijassa-1513	834	30	national	national	PROPN
ijassa-1513	834	31	library	library	NOUN
ijassa-1513	834	32	of	of	ADP
ijassa-1513	834	33	medicine	medicine	NOUN
ijassa-1513	834	34	.	.	PUNCT
ijassa-1513	835	1	elec	elec	NOUN
ijassa-1513	835	2	(	(	PUNCT
ijassa-1513	835	3	[	[	X
ijassa-1513	835	4	135	135	NUM
ijassa-1513	835	5	]	]	X
ijassa-1513	836	1	[	[	X
ijassa-1513	836	2	114	114	NUM
ijassa-1513	836	3	]	]	PUNCT
ijassa-1513	836	4	)	)	PUNCT
ijassa-1513	836	5	consists	consist	VERB
ijassa-1513	836	6	of	of	ADP
ijassa-1513	836	7	reviews	review	NOUN
ijassa-1513	836	8	of	of	ADP
ijassa-1513	836	9	electronics	electronic	NOUN
ijassa-1513	836	10	products	product	NOUN
ijassa-1513	836	11	on	on	ADP
ijassa-1513	836	12	amazon	amazon	NOUN
ijassa-1513	836	13	and	and	CCONJ
ijassa-1513	836	14	contains	contain	VERB
ijassa-1513	836	15	200,000	200,000	NUM
ijassa-1513	836	16	reviews	review	NOUN
ijassa-1513	836	17	[	[	X
ijassa-1513	836	18	64	64	NUM
ijassa-1513	836	19	]	]	PUNCT
ijassa-1513	836	20	.	.	PUNCT
ijassa-1513	837	1	mimic	mimic	ADJ
ijassa-1513	837	2	-	-	PUNCT
ijassa-1513	837	3	iii	iii	NOUN
ijassa-1513	837	4	(	(	PUNCT
ijassa-1513	837	5	[	[	X
ijassa-1513	837	6	103	103	NUM
ijassa-1513	837	7	]	]	X
ijassa-1513	838	1	[	[	X
ijassa-1513	838	2	152	152	NUM
ijassa-1513	838	3	]	]	PUNCT
ijassa-1513	838	4	)	)	PUNCT
ijassa-1513	838	5	dataset	dataset	NOUN
ijassa-1513	838	6	is	be	AUX
ijassa-1513	838	7	an	an	DET
ijassa-1513	838	8	openly	openly	ADV
ijassa-1513	838	9	available	available	ADJ
ijassa-1513	838	10	dataset	dataset	NOUN
ijassa-1513	838	11	developed	develop	VERB
ijassa-1513	838	12	by	by	ADP
ijassa-1513	838	13	the	the	DET
ijassa-1513	838	14	mit	mit	NOUN
ijassa-1513	838	15	lab	lab	NOUN
ijassa-1513	838	16	for	for	ADP
ijassa-1513	838	17	computational	computational	ADJ
ijassa-1513	838	18	physiology	physiology	NOUN
ijassa-1513	838	19	[	[	X
ijassa-1513	838	20	63	63	NUM
ijassa-1513	838	21	]	]	PUNCT
ijassa-1513	838	22	.	.	PUNCT
ijassa-1513	839	1	it	it	PRON
ijassa-1513	839	2	comprises	comprise	VERB
ijassa-1513	839	3	clinical	clinical	ADJ
ijassa-1513	839	4	notes	note	NOUN
ijassa-1513	839	5	,	,	PUNCT
ijassa-1513	839	6	demographics	demographic	NOUN
ijassa-1513	839	7	,	,	PUNCT
ijassa-1513	839	8	vital	vital	ADJ
ijassa-1513	839	9	signs	sign	NOUN
ijassa-1513	839	10	,	,	PUNCT
ijassa-1513	839	11	laboratory	laboratory	NOUN
ijassa-1513	839	12	tests	test	NOUN
ijassa-1513	839	13	and	and	CCONJ
ijassa-1513	839	14	other	other	ADJ
ijassa-1513	839	15	data	datum	NOUN
ijassa-1513	839	16	associated	associate	VERB
ijassa-1513	839	17	with	with	ADP
ijassa-1513	839	18	40,000	40,000	NUM
ijassa-1513	839	19	critical	critical	ADJ
ijassa-1513	839	20	care	care	NOUN
ijassa-1513	839	21	patients	patient	NOUN
ijassa-1513	839	22	.	.	PUNCT
ijassa-1513	840	1	2	2	NUM
ijassa-1513	840	2	sources	source	NOUN
ijassa-1513	840	3	use	use	VERB
ijassa-1513	840	4	the	the	DET
ijassa-1513	840	5	new	new	PROPN
ijassa-1513	840	6	york	york	PROPN
ijassa-1513	840	7	times	times	PROPN
ijassa-1513	840	8	news	news	PROPN
ijassa-1513	840	9	articles	article	NOUN
ijassa-1513	840	10	dataset	dataset	VERB
ijassa-1513	840	11	.	.	PUNCT
ijassa-1513	841	1	source	source	NOUN
ijassa-1513	841	2	[	[	X
ijassa-1513	841	3	109	109	NUM
ijassa-1513	841	4	]	]	PUNCT
ijassa-1513	841	5	independently	independently	ADV
ijassa-1513	841	6	constructs	construct	VERB
ijassa-1513	841	7	a	a	DET
ijassa-1513	841	8	dataset	dataset	NOUN
ijassa-1513	841	9	of	of	ADP
ijassa-1513	841	10	13,081	13,081	NUM
ijassa-1513	841	11	news	news	NOUN
ijassa-1513	841	12	articles	article	NOUN
ijassa-1513	841	13	using	use	VERB
ijassa-1513	841	14	the	the	DET
ijassa-1513	841	15	new	new	PROPN
ijassa-1513	841	16	york	york	PROPN
ijassa-1513	841	17	times	times	PROPN
ijassa-1513	841	18	api	api	PROPN
ijassa-1513	841	19	.	.	PUNCT
ijassa-1513	842	1	this	this	DET
ijassa-1513	842	2	news	news	NOUN
ijassa-1513	842	3	corpus	corpus	NOUN
ijassa-1513	842	4	covers	cover	VERB
ijassa-1513	842	5	5	5	NUM
ijassa-1513	842	6	supercategories	supercategorie	NOUN
ijassa-1513	842	7	and	and	CCONJ
ijassa-1513	842	8	25	25	NUM
ijassa-1513	842	9	subcategories	subcategorie	NOUN
ijassa-1513	842	10	.	.	PUNCT
ijassa-1513	843	1	source	source	NOUN
ijassa-1513	843	2	[	[	X
ijassa-1513	843	3	47	47	NUM
ijassa-1513	843	4	]	]	PUNCT
ijassa-1513	843	5	uses	use	VERB
ijassa-1513	843	6	the	the	DET
ijassa-1513	843	7	nytimes	nytime	NOUN
ijassa-1513	843	8	,	,	PUNCT
ijassa-1513	843	9	a	a	DET
ijassa-1513	843	10	large	large	ADJ
ijassa-1513	843	11	-	-	PUNCT
ijassa-1513	843	12	scale	scale	NOUN
ijassa-1513	843	13	corpus	corpus	NOUN
ijassa-1513	843	14	containing	contain	VERB
ijassa-1513	843	15	nearly	nearly	ADV
ijassa-1513	843	16	every	every	PRON
ijassa-1513	843	17	article	article	NOUN
ijassa-1513	843	18	published	publish	VERB
ijassa-1513	843	19	in	in	ADP
ijassa-1513	843	20	the	the	DET
ijassa-1513	843	21	new	new	PROPN
ijassa-1513	843	22	york	york	PROPN
ijassa-1513	843	23	times	times	PROPN
ijassa-1513	843	24	between	between	ADP
ijassa-1513	843	25	january	january	PROPN
ijassa-1513	843	26	01	01	NUM
ijassa-1513	843	27	,	,	PUNCT
ijassa-1513	843	28	1987	1987	NUM
ijassa-1513	843	29	and	and	CCONJ
ijassa-1513	843	30	june	june	PROPN
ijassa-1513	843	31	19th	19th	NOUN
ijassa-1513	843	32	,	,	PUNCT
ijassa-1513	843	33	2007	2007	NUM
ijassa-1513	844	1	[	[	X
ijassa-1513	844	2	148	148	NUM
ijassa-1513	844	3	]	]	PUNCT
ijassa-1513	844	4	,	,	PUNCT
ijassa-1513	844	5	selecting	select	VERB
ijassa-1513	844	6	articles	article	NOUN
ijassa-1513	844	7	with	with	ADP
ijassa-1513	844	8	the	the	DET
ijassa-1513	844	9	news	news	NOUN
ijassa-1513	844	10	tag	tag	NOUN
ijassa-1513	844	11	.	.	PUNCT
ijassa-1513	845	1	rotten	rotten	ADJ
ijassa-1513	845	2	tomatoes	tomato	NOUN
ijassa-1513	845	3	(	(	PUNCT
ijassa-1513	845	4	[	[	X
ijassa-1513	845	5	114	114	NUM
ijassa-1513	845	6	]	]	PUNCT
ijassa-1513	846	1	[	[	X
ijassa-1513	846	2	91	91	NUM
ijassa-1513	846	3	]	]	PUNCT
ijassa-1513	846	4	)	)	PUNCT
ijassa-1513	846	5	consists	consist	VERB
ijassa-1513	846	6	of	of	ADP
ijassa-1513	846	7	short	short	ADJ
ijassa-1513	846	8	snippets	snippet	NOUN
ijassa-1513	846	9	of	of	ADP
ijassa-1513	846	10	movie	movie	NOUN
ijassa-1513	846	11	reviews	review	NOUN
ijassa-1513	846	12	,	,	PUNCT
ijassa-1513	846	13	for	for	ADP
ijassa-1513	846	14	sentiment	sentiment	NOUN
ijassa-1513	846	15	classification	classification	NOUN
ijassa-1513	846	16	[	[	X
ijassa-1513	846	17	121	121	NUM
ijassa-1513	846	18	]	]	PUNCT
ijassa-1513	846	19	.	.	PUNCT
ijassa-1513	847	1	rotten	rotten	ADJ
ijassa-1513	847	2	tomatoes	tomato	NOUN
ijassa-1513	847	3	web	web	NOUN
ijassa-1513	847	4	site	site	NOUN
ijassa-1513	847	5	pages	page	NOUN
ijassa-1513	847	6	where	where	SCONJ
ijassa-1513	847	7	reviews	review	NOUN
ijassa-1513	847	8	marked	mark	VERB
ijassa-1513	847	9	with	with	ADP
ijassa-1513	847	10	«	«	PUNCT
ijassa-1513	847	11	fresh	fresh	ADJ
ijassa-1513	847	12	»	»	PUNCT
ijassa-1513	847	13	are	be	AUX
ijassa-1513	847	14	labeled	label	VERB
ijassa-1513	847	15	as	as	ADP
ijassa-1513	847	16	positive	positive	ADJ
ijassa-1513	847	17	,	,	PUNCT
ijassa-1513	847	18	and	and	CCONJ
ijassa-1513	847	19	reviews	review	NOUN
ijassa-1513	847	20	marked	mark	VERB
ijassa-1513	847	21	with	with	ADP
ijassa-1513	847	22	«	«	PUNCT
ijassa-1513	847	23	rotten	rotten	ADJ
ijassa-1513	847	24	»	»	PUNCT
ijassa-1513	847	25	are	be	AUX
ijassa-1513	847	26	labeled	label	VERB
ijassa-1513	847	27	as	as	ADP
ijassa-1513	847	28	negative	negative	ADJ
ijassa-1513	847	29	the	the	DET
ijassa-1513	847	30	sms	sms	NOUN
ijassa-1513	847	31	spam	spam	NOUN
ijassa-1513	847	32	collection	collection	NOUN
ijassa-1513	847	33	(	(	PUNCT
ijassa-1513	848	1	[	[	X
ijassa-1513	848	2	44	44	NUM
ijassa-1513	848	3	]	]	PUNCT
ijassa-1513	849	1	[	[	X
ijassa-1513	849	2	46	46	NUM
ijassa-1513	849	3	]	]	PUNCT
ijassa-1513	849	4	)	)	PUNCT
ijassa-1513	849	5	dataset	dataset	NOUN
ijassa-1513	849	6	is	be	AUX
ijassa-1513	849	7	a	a	DET
ijassa-1513	849	8	public	public	ADJ
ijassa-1513	849	9	set	set	NOUN
ijassa-1513	849	10	of	of	ADP
ijassa-1513	849	11	sms	sms	PROPN
ijassa-1513	849	12	labeled	label	VERB
ijassa-1513	849	13	messages	message	NOUN
ijassa-1513	849	14	that	that	PRON
ijassa-1513	849	15	have	have	AUX
ijassa-1513	849	16	been	be	AUX
ijassa-1513	849	17	collected	collect	VERB
ijassa-1513	849	18	for	for	ADP
ijassa-1513	849	19	mobile	mobile	ADJ
ijassa-1513	849	20	phone	phone	NOUN
ijassa-1513	849	21	spam	spam	NOUN
ijassa-1513	849	22	research	research	NOUN
ijassa-1513	849	23	[	[	X
ijassa-1513	849	24	143	143	NUM
ijassa-1513	849	25	]	]	PUNCT
ijassa-1513	849	26	.	.	PUNCT
ijassa-1513	850	1	this	this	DET
ijassa-1513	850	2	dataset	dataset	NOUN
ijassa-1513	850	3	contains	contain	VERB
ijassa-1513	850	4	5,574	5,574	NUM
ijassa-1513	850	5	english	english	ADJ
ijassa-1513	850	6	,	,	PUNCT
ijassa-1513	850	7	real	real	ADJ
ijassa-1513	850	8	,	,	PUNCT
ijassa-1513	850	9	and	and	CCONJ
ijassa-1513	850	10	non	non	ADJ
ijassa-1513	850	11	-	-	ADJ
ijassa-1513	850	12	encoded	encode	VERB
ijassa-1513	850	13	messages	message	NOUN
ijassa-1513	850	14	,	,	PUNCT
ijassa-1513	850	15	tagged	tag	VERB
ijassa-1513	850	16	as	as	ADP
ijassa-1513	850	17	being	be	AUX
ijassa-1513	850	18	legitimate	legitimate	ADJ
ijassa-1513	850	19	(	(	PUNCT
ijassa-1513	850	20	ham	ham	NOUN
ijassa-1513	850	21	)	)	PUNCT
ijassa-1513	850	22	or	or	CCONJ
ijassa-1513	850	23	spam	spam	NOUN
ijassa-1513	850	24	.	.	PUNCT
ijassa-1513	851	1	each	each	DET
ijassa-1513	851	2	sms	sms	PROPN
ijassa-1513	851	3	message	message	NOUN
ijassa-1513	851	4	contains	contain	VERB
ijassa-1513	851	5	around	around	ADP
ijassa-1513	851	6	82	82	NUM
ijassa-1513	851	7	characters	character	NOUN
ijassa-1513	851	8	that	that	PRON
ijassa-1513	851	9	are	be	AUX
ijassa-1513	851	10	divided	divide	VERB
ijassa-1513	851	11	into	into	ADP
ijassa-1513	851	12	around	around	ADP
ijassa-1513	851	13	19	19	NUM
ijassa-1513	851	14	words	word	NOUN
ijassa-1513	851	15	.	.	PUNCT
ijassa-1513	852	1	sources	source	NOUN
ijassa-1513	852	2	[	[	X
ijassa-1513	852	3	88	88	NUM
ijassa-1513	852	4	]	]	PUNCT
ijassa-1513	852	5	and	and	CCONJ
ijassa-1513	852	6	[	[	X
ijassa-1513	852	7	20	20	NUM
ijassa-1513	852	8	]	]	PUNCT
ijassa-1513	852	9	use	use	NOUN
ijassa-1513	852	10	datasets	dataset	NOUN
ijassa-1513	852	11	based	base	VERB
ijassa-1513	852	12	on	on	ADP
ijassa-1513	852	13	information	information	NOUN
ijassa-1513	852	14	from	from	ADP
ijassa-1513	852	15	sohu	sohu	NOUN
ijassa-1513	852	16	,	,	PUNCT
ijassa-1513	852	17	one	one	NUM
ijassa-1513	852	18	of	of	ADP
ijassa-1513	852	19	china	china	PROPN
ijassa-1513	852	20	's	's	PART
ijassa-1513	852	21	major	major	ADJ
ijassa-1513	852	22	websites	website	NOUN
ijassa-1513	852	23	.	.	PUNCT
ijassa-1513	853	1	source	source	NOUN
ijassa-1513	853	2	[	[	X
ijassa-1513	853	3	20	20	NUM
ijassa-1513	853	4	]	]	PUNCT
ijassa-1513	853	5	uses	use	VERB
ijassa-1513	853	6	a	a	DET
ijassa-1513	853	7	dataset	dataset	NOUN
ijassa-1513	853	8	that	that	PRON
ijassa-1513	853	9	comes	come	VERB
ijassa-1513	853	10	from	from	ADP
ijassa-1513	853	11	the	the	DET
ijassa-1513	853	12	news	news	NOUN
ijassa-1513	853	13	data	datum	NOUN
ijassa-1513	853	14	of	of	ADP
ijassa-1513	853	15	18	18	NUM
ijassa-1513	853	16	channels	channel	NOUN
ijassa-1513	853	17	including	include	VERB
ijassa-1513	853	18	domestic	domestic	ADJ
ijassa-1513	853	19	,	,	PUNCT
ijassa-1513	853	20	international	international	ADJ
ijassa-1513	853	21	,	,	PUNCT
ijassa-1513	853	22	sports	sport	NOUN
ijassa-1513	853	23	,	,	PUNCT
ijassa-1513	853	24	society	society	NOUN
ijassa-1513	853	25	and	and	CCONJ
ijassa-1513	853	26	entertainment	entertainment	NOUN
ijassa-1513	853	27	from	from	ADP
ijassa-1513	853	28	june	june	PROPN
ijassa-1513	853	29	2012	2012	NUM
ijassa-1513	853	30	to	to	ADP
ijassa-1513	853	31	july	july	PROPN
ijassa-1513	853	32	2012	2012	NUM
ijassa-1513	853	33	,	,	PUNCT
ijassa-1513	853	34	and	and	CCONJ
ijassa-1513	853	35	provides	provide	VERB
ijassa-1513	853	36	url	url	NOUN
ijassa-1513	853	37	and	and	CCONJ
ijassa-1513	853	38	body	body	NOUN
ijassa-1513	853	39	information	information	NOUN
ijassa-1513	853	40	.	.	PUNCT
ijassa-1513	854	1	source	source	NOUN
ijassa-1513	854	2	[	[	X
ijassa-1513	854	3	88	88	NUM
ijassa-1513	854	4	]	]	PUNCT
ijassa-1513	854	5	uses	use	VERB
ijassa-1513	854	6	a	a	DET
ijassa-1513	854	7	dataset	dataset	NOUN
ijassa-1513	854	8	from	from	ADP
ijassa-1513	854	9	sohu	sohu	PROPN
ijassa-1513	854	10	laboratory	laboratory	NOUN
ijassa-1513	854	11	.	.	PUNCT
ijassa-1513	855	1	dataset	dataset	PROPN
ijassa-1513	855	2	uses	use	VERB
ijassa-1513	855	3	in	in	ADP
ijassa-1513	855	4	[	[	X
ijassa-1513	855	5	13	13	NUM
ijassa-1513	855	6	]	]	PUNCT
ijassa-1513	855	7	is	be	AUX
ijassa-1513	855	8	titled	title	VERB
ijassa-1513	855	9	as	as	ADP
ijassa-1513	855	10	«	«	PUNCT
ijassa-1513	855	11	covid	covid	VERB
ijassa-1513	855	12	fake	fake	ADJ
ijassa-1513	855	13	news	news	NOUN
ijassa-1513	855	14	dataset	dataset	NOUN
ijassa-1513	855	15	»	»	PUNCT
ijassa-1513	855	16	developed	develop	VERB
ijassa-1513	855	17	by	by	ADP
ijassa-1513	855	18	[	[	X
ijassa-1513	855	19	123	123	NUM
ijassa-1513	855	20	]	]	PUNCT
ijassa-1513	855	21	and	and	CCONJ
ijassa-1513	855	22	published	publish	VERB
ijassa-1513	855	23	on	on	ADP
ijassa-1513	855	24	coronavirus	coronavirus	NOUN
ijassa-1513	855	25	disease	disease	NOUN
ijassa-1513	855	26	research	research	NOUN
ijassa-1513	855	27	community	community	NOUN
ijassa-1513	855	28	-	-	PUNCT
ijassa-1513	855	29	covid-19	covid-19	PROPN
ijassa-1513	855	30	.	.	PUNCT
ijassa-1513	856	1	dataset	dataset	PROPN
ijassa-1513	856	2	contains	contain	VERB
ijassa-1513	856	3	10202	10202	NUM
ijassa-1513	856	4	covid	covid	PROPN
ijassa-1513	856	5	fake	fake	ADJ
ijassa-1513	856	6	news	news	NOUN
ijassa-1513	856	7	shared	share	VERB
ijassa-1513	856	8	all	all	ADV
ijassa-1513	856	9	over	over	ADP
ijassa-1513	856	10	social	social	ADJ
ijassa-1513	856	11	media	medium	NOUN
ijassa-1513	856	12	platforms	platform	NOUN
ijassa-1513	856	13	including	include	VERB
ijassa-1513	856	14	facebook	facebook	PROPN
ijassa-1513	856	15	,	,	PUNCT
ijassa-1513	856	16	instagram	instagram	PROPN
ijassa-1513	856	17	posts	post	NOUN
ijassa-1513	856	18	,	,	PUNCT
ijassa-1513	856	19	and	and	CCONJ
ijassa-1513	856	20	news	news	NOUN
ijassa-1513	856	21	on	on	ADP
ijassa-1513	856	22	social	social	ADJ
ijassa-1513	856	23	media	medium	NOUN
ijassa-1513	856	24	with	with	ADP
ijassa-1513	856	25	the	the	DET
ijassa-1513	856	26	keywords	keyword	NOUN
ijassa-1513	856	27	covid-19	covid-19	PROPN
ijassa-1513	856	28	,	,	PUNCT
ijassa-1513	856	29	coronavirus	coronavirus	NOUN
ijassa-1513	856	30	,	,	PUNCT
ijassa-1513	856	31	and	and	CCONJ
ijassa-1513	856	32	pandemic	pandemic	ADJ
ijassa-1513	856	33	.	.	PUNCT
ijassa-1513	857	1	text	text	NOUN
ijassa-1513	857	2	classification	classification	NOUN
ijassa-1513	857	3	technologies	technology	NOUN
ijassa-1513	857	4	in	in	ADP
ijassa-1513	857	5	document	document	NOUN
ijassa-1513	857	6	categorization	categorization	NOUN
ijassa-1513	857	7	systems	system	NOUN
ijassa-1513	857	8	.	.	PUNCT
ijassa-1513	858	1	a	a	DET
ijassa-1513	858	2	survey	survey	NOUN
ijassa-1513	858	3	151	151	NUM
ijassa-1513	858	4	copyright	copyright	NOUN
ijassa-1513	858	5	©	©	PROPN
ijassa-1513	858	6	2024	2024	NUM
ijassa-1513	858	7	assa	assa	NOUN
ijassa-1513	858	8	.	.	PUNCT
ijassa-1513	859	1	adv	adv	PROPN
ijassa-1513	859	2	.	.	PUNCT
ijassa-1513	860	1	in	in	ADP
ijassa-1513	860	2	systems	system	NOUN
ijassa-1513	860	3	science	science	NOUN
ijassa-1513	860	4	and	and	CCONJ
ijassa-1513	860	5	appl	appl	NOUN
ijassa-1513	860	6	.	.	PUNCT
ijassa-1513	861	1	(	(	PUNCT
ijassa-1513	861	2	2024	2024	NUM
ijassa-1513	861	3	)	)	PUNCT
ijassa-1513	861	4	5	5	NUM
ijassa-1513	861	5	.	.	X
ijassa-1513	861	6	discussion	discussion	NOUN
ijassa-1513	861	7	this	this	DET
ijassa-1513	861	8	section	section	NOUN
ijassa-1513	861	9	presents	present	VERB
ijassa-1513	861	10	the	the	DET
ijassa-1513	861	11	discussion	discussion	NOUN
ijassa-1513	861	12	on	on	ADP
ijassa-1513	861	13	all	all	DET
ijassa-1513	861	14	the	the	DET
ijassa-1513	861	15	rqs	rqs	PROPN
ijassa-1513	861	16	stated	state	VERB
ijassa-1513	861	17	in	in	ADP
ijassa-1513	861	18	section	section	NOUN
ijassa-1513	861	19	3	3	NUM
ijassa-1513	861	20	.	.	NOUN
ijassa-1513	861	21	5.1	5.1	NUM
ijassa-1513	862	1	what	what	PRON
ijassa-1513	862	2	components	component	NOUN
ijassa-1513	862	3	have	have	AUX
ijassa-1513	862	4	been	be	AUX
ijassa-1513	862	5	used	use	VERB
ijassa-1513	862	6	in	in	ADP
ijassa-1513	862	7	classification	classification	NOUN
ijassa-1513	862	8	systems	system	NOUN
ijassa-1513	862	9	?	?	PUNCT
ijassa-1513	863	1	based	base	VERB
ijassa-1513	863	2	on	on	ADP
ijassa-1513	863	3	the	the	DET
ijassa-1513	863	4	comprehensive	comprehensive	ADJ
ijassa-1513	863	5	analysis	analysis	NOUN
ijassa-1513	863	6	conducted	conduct	VERB
ijassa-1513	863	7	in	in	ADP
ijassa-1513	863	8	this	this	DET
ijassa-1513	863	9	literature	literature	NOUN
ijassa-1513	863	10	review	review	NOUN
ijassa-1513	863	11	,	,	PUNCT
ijassa-1513	863	12	we	we	PRON
ijassa-1513	863	13	can	can	AUX
ijassa-1513	863	14	confidently	confidently	ADV
ijassa-1513	863	15	assert	assert	VERB
ijassa-1513	863	16	that	that	SCONJ
ijassa-1513	863	17	text	text	NOUN
ijassa-1513	863	18	classification	classification	NOUN
ijassa-1513	863	19	has	have	AUX
ijassa-1513	863	20	firmly	firmly	ADV
ijassa-1513	863	21	established	establish	VERB
ijassa-1513	863	22	itself	itself	PRON
ijassa-1513	863	23	as	as	ADP
ijassa-1513	863	24	a	a	DET
ijassa-1513	863	25	prominent	prominent	ADJ
ijassa-1513	863	26	and	and	CCONJ
ijassa-1513	863	27	evolving	evolve	VERB
ijassa-1513	863	28	problem	problem	NOUN
ijassa-1513	863	29	within	within	ADP
ijassa-1513	863	30	the	the	DET
ijassa-1513	863	31	domain	domain	NOUN
ijassa-1513	863	32	of	of	ADP
ijassa-1513	863	33	nlp	nlp	NOUN
ijassa-1513	863	34	.	.	PUNCT
ijassa-1513	864	1	researchers	researcher	NOUN
ijassa-1513	864	2	continue	continue	VERB
ijassa-1513	864	3	to	to	PART
ijassa-1513	864	4	devote	devote	VERB
ijassa-1513	864	5	considerable	considerable	ADJ
ijassa-1513	864	6	attention	attention	NOUN
ijassa-1513	864	7	to	to	ADP
ijassa-1513	864	8	this	this	DET
ijassa-1513	864	9	area	area	NOUN
ijassa-1513	864	10	,	,	PUNCT
ijassa-1513	864	11	driven	drive	VERB
ijassa-1513	864	12	by	by	ADP
ijassa-1513	864	13	its	its	PRON
ijassa-1513	864	14	increasing	increase	VERB
ijassa-1513	864	15	significance	significance	NOUN
ijassa-1513	864	16	and	and	CCONJ
ijassa-1513	864	17	the	the	DET
ijassa-1513	864	18	diverse	diverse	ADJ
ijassa-1513	864	19	applications	application	NOUN
ijassa-1513	864	20	it	it	PRON
ijassa-1513	864	21	encompasses	encompass	VERB
ijassa-1513	864	22	.	.	PUNCT
ijassa-1513	865	1	one	one	NUM
ijassa-1513	865	2	notable	notable	ADJ
ijassa-1513	865	3	trend	trend	NOUN
ijassa-1513	865	4	observed	observe	VERB
ijassa-1513	865	5	is	be	AUX
ijassa-1513	865	6	the	the	DET
ijassa-1513	865	7	shift	shift	NOUN
ijassa-1513	865	8	towards	towards	ADP
ijassa-1513	865	9	adopting	adopt	VERB
ijassa-1513	865	10	cutting	cutting	NOUN
ijassa-1513	865	11	-	-	PUNCT
ijassa-1513	865	12	edge	edge	NOUN
ijassa-1513	865	13	technologies	technology	NOUN
ijassa-1513	865	14	and	and	CCONJ
ijassa-1513	865	15	novel	novel	ADJ
ijassa-1513	865	16	approaches	approach	NOUN
ijassa-1513	865	17	to	to	PART
ijassa-1513	865	18	address	address	VERB
ijassa-1513	865	19	text	text	NOUN
ijassa-1513	865	20	classification	classification	NOUN
ijassa-1513	865	21	challenges	challenge	NOUN
ijassa-1513	865	22	.	.	PUNCT
ijassa-1513	866	1	as	as	SCONJ
ijassa-1513	866	2	revealed	reveal	VERB
ijassa-1513	866	3	in	in	ADP
ijassa-1513	866	4	section	section	NOUN
ijassa-1513	866	5	4.1	4.1	NUM
ijassa-1513	866	6	,	,	PUNCT
ijassa-1513	866	7	more	more	ADJ
ijassa-1513	866	8	and	and	CCONJ
ijassa-1513	866	9	more	more	ADJ
ijassa-1513	866	10	researchers	researcher	NOUN
ijassa-1513	866	11	are	be	AUX
ijassa-1513	866	12	applying	apply	VERB
ijassa-1513	866	13	neural	neural	ADJ
ijassa-1513	866	14	network	network	NOUN
ijassa-1513	866	15	and	and	CCONJ
ijassa-1513	866	16	deep	deep	ADJ
ijassa-1513	866	17	learning	learning	NOUN
ijassa-1513	866	18	technologies	technology	NOUN
ijassa-1513	866	19	.	.	PUNCT
ijassa-1513	867	1	this	this	DET
ijassa-1513	867	2	transformative	transformative	ADJ
ijassa-1513	867	3	trend	trend	NOUN
ijassa-1513	867	4	extends	extend	VERB
ijassa-1513	867	5	beyond	beyond	ADP
ijassa-1513	867	6	using	use	VERB
ijassa-1513	867	7	deep	deep	ADJ
ijassa-1513	867	8	learning	learning	NOUN
ijassa-1513	867	9	solely	solely	ADV
ijassa-1513	867	10	as	as	ADP
ijassa-1513	867	11	a	a	DET
ijassa-1513	867	12	classification	classification	NOUN
ijassa-1513	867	13	tool	tool	NOUN
ijassa-1513	867	14	;	;	PUNCT
ijassa-1513	867	15	it	it	PRON
ijassa-1513	867	16	significantly	significantly	ADV
ijassa-1513	867	17	influences	influence	VERB
ijassa-1513	867	18	various	various	ADJ
ijassa-1513	867	19	facets	facet	NOUN
ijassa-1513	867	20	of	of	ADP
ijassa-1513	867	21	text	text	NOUN
ijassa-1513	867	22	classification	classification	NOUN
ijassa-1513	867	23	.	.	PUNCT
ijassa-1513	868	1	for	for	ADP
ijassa-1513	868	2	instance	instance	NOUN
ijassa-1513	868	3	,	,	PUNCT
ijassa-1513	868	4	word	word	NOUN
ijassa-1513	868	5	representation	representation	NOUN
ijassa-1513	868	6	algorithms	algorithm	NOUN
ijassa-1513	868	7	like	like	ADP
ijassa-1513	868	8	word2vec	word2vec	X
ijassa-1513	868	9	and	and	CCONJ
ijassa-1513	868	10	glove	glove	NOUN
ijassa-1513	868	11	,	,	PUNCT
ijassa-1513	868	12	which	which	PRON
ijassa-1513	868	13	are	be	AUX
ijassa-1513	868	14	fundamental	fundamental	ADJ
ijassa-1513	868	15	to	to	AUX
ijassa-1513	868	16	text	text	VERB
ijassa-1513	868	17	classification	classification	NOUN
ijassa-1513	868	18	,	,	PUNCT
ijassa-1513	868	19	rely	rely	VERB
ijassa-1513	868	20	on	on	ADP
ijassa-1513	868	21	neural	neural	ADJ
ijassa-1513	868	22	networks	network	NOUN
ijassa-1513	868	23	to	to	PART
ijassa-1513	868	24	learn	learn	VERB
ijassa-1513	868	25	word	word	NOUN
ijassa-1513	868	26	embeddings	embedding	NOUN
ijassa-1513	868	27	,	,	PUNCT
ijassa-1513	868	28	thereby	thereby	ADV
ijassa-1513	868	29	enhancing	enhance	VERB
ijassa-1513	868	30	the	the	DET
ijassa-1513	868	31	quality	quality	NOUN
ijassa-1513	868	32	of	of	ADP
ijassa-1513	868	33	text	text	NOUN
ijassa-1513	868	34	representations	representation	NOUN
ijassa-1513	868	35	.	.	PUNCT
ijassa-1513	869	1	traditional	traditional	ADJ
ijassa-1513	869	2	text	text	NOUN
ijassa-1513	869	3	preprocessing	preprocessing	NOUN
ijassa-1513	869	4	techniques	technique	NOUN
ijassa-1513	869	5	such	such	ADJ
ijassa-1513	869	6	as	as	ADP
ijassa-1513	869	7	bag	bag	NOUN
ijassa-1513	869	8	of	of	ADP
ijassa-1513	869	9	words	word	NOUN
ijassa-1513	869	10	(	(	PUNCT
ijassa-1513	869	11	bow	bow	NOUN
ijassa-1513	869	12	)	)	PUNCT
ijassa-1513	869	13	and	and	CCONJ
ijassa-1513	869	14	tf	tf	PROPN
ijassa-1513	869	15	-	-	PUNCT
ijassa-1513	869	16	idf	idf	PROPN
ijassa-1513	869	17	,	,	PUNCT
ijassa-1513	869	18	which	which	PRON
ijassa-1513	869	19	have	have	VERB
ijassa-1513	869	20	historically	historically	ADV
ijassa-1513	869	21	underpinned	underpin	VERB
ijassa-1513	869	22	text	text	NOUN
ijassa-1513	869	23	classification	classification	NOUN
ijassa-1513	869	24	,	,	PUNCT
ijassa-1513	869	25	still	still	ADV
ijassa-1513	869	26	maintain	maintain	VERB
ijassa-1513	869	27	their	their	PRON
ijassa-1513	869	28	relevance	relevance	NOUN
ijassa-1513	869	29	,	,	PUNCT
ijassa-1513	869	30	representing	represent	VERB
ijassa-1513	869	31	44	44	NUM
ijassa-1513	869	32	percent	percent	NOUN
ijassa-1513	869	33	of	of	ADP
ijassa-1513	869	34	all	all	DET
ijassa-1513	869	35	analyzed	analyze	VERB
ijassa-1513	869	36	sources	source	NOUN
ijassa-1513	869	37	.	.	PUNCT
ijassa-1513	870	1	researchers	researcher	NOUN
ijassa-1513	870	2	,	,	PUNCT
ijassa-1513	870	3	however	however	ADV
ijassa-1513	870	4	,	,	PUNCT
ijassa-1513	870	5	are	be	AUX
ijassa-1513	870	6	continually	continually	ADV
ijassa-1513	870	7	innovating	innovate	VERB
ijassa-1513	870	8	within	within	ADP
ijassa-1513	870	9	this	this	DET
ijassa-1513	870	10	space	space	NOUN
ijassa-1513	870	11	,	,	PUNCT
ijassa-1513	870	12	often	often	ADV
ijassa-1513	870	13	infusing	infuse	VERB
ijassa-1513	870	14	these	these	DET
ijassa-1513	870	15	established	establish	VERB
ijassa-1513	870	16	techniques	technique	NOUN
ijassa-1513	870	17	with	with	ADP
ijassa-1513	870	18	neural	neural	ADJ
ijassa-1513	870	19	network	network	NOUN
ijassa-1513	870	20	architectures	architecture	NOUN
ijassa-1513	870	21	(	(	PUNCT
ijassa-1513	870	22	[	[	X
ijassa-1513	870	23	89	89	NUM
ijassa-1513	870	24	]	]	X
ijassa-1513	871	1	[	[	X
ijassa-1513	871	2	162	162	NUM
ijassa-1513	871	3	]	]	X
ijassa-1513	872	1	[	[	X
ijassa-1513	872	2	142	142	NUM
ijassa-1513	872	3	]	]	PUNCT
ijassa-1513	873	1	[	[	X
ijassa-1513	873	2	107	107	NUM
ijassa-1513	873	3	]	]	PUNCT
ijassa-1513	873	4	)	)	PUNCT
ijassa-1513	873	5	,	,	PUNCT
ijassa-1513	873	6	thereby	thereby	ADV
ijassa-1513	873	7	optimizing	optimize	VERB
ijassa-1513	873	8	text	text	NOUN
ijassa-1513	873	9	preprocessing	preprocessing	NOUN
ijassa-1513	873	10	for	for	ADP
ijassa-1513	873	11	modern	modern	ADJ
ijassa-1513	873	12	classification	classification	NOUN
ijassa-1513	873	13	tasks	task	NOUN
ijassa-1513	873	14	.	.	PUNCT
ijassa-1513	874	1	feature	feature	NOUN
ijassa-1513	874	2	selection	selection	NOUN
ijassa-1513	874	3	for	for	ADP
ijassa-1513	874	4	text	text	NOUN
ijassa-1513	874	5	classification	classification	NOUN
ijassa-1513	874	6	remains	remain	VERB
ijassa-1513	874	7	an	an	DET
ijassa-1513	874	8	active	active	ADJ
ijassa-1513	874	9	research	research	NOUN
ijassa-1513	874	10	area	area	NOUN
ijassa-1513	874	11	,	,	PUNCT
ijassa-1513	874	12	with	with	ADP
ijassa-1513	874	13	researchers	researcher	NOUN
ijassa-1513	874	14	employing	employ	VERB
ijassa-1513	874	15	a	a	DET
ijassa-1513	874	16	variety	variety	NOUN
ijassa-1513	874	17	of	of	ADP
ijassa-1513	874	18	statistical	statistical	ADJ
ijassa-1513	874	19	algorithms	algorithm	NOUN
ijassa-1513	874	20	in	in	ADP
ijassa-1513	874	21	their	their	PRON
ijassa-1513	874	22	classification	classification	NOUN
ijassa-1513	874	23	pipelines	pipeline	NOUN
ijassa-1513	874	24	(	(	PUNCT
ijassa-1513	874	25	[	[	X
ijassa-1513	874	26	171	171	NUM
ijassa-1513	874	27	]	]	X
ijassa-1513	875	1	[	[	X
ijassa-1513	875	2	139	139	NUM
ijassa-1513	875	3	]	]	X
ijassa-1513	876	1	[	[	X
ijassa-1513	876	2	79	79	NUM
ijassa-1513	876	3	]	]	X
ijassa-1513	877	1	[	[	X
ijassa-1513	877	2	129	129	NUM
ijassa-1513	877	3	]	]	PUNCT
ijassa-1513	877	4	)	)	PUNCT
ijassa-1513	877	5	.	.	PUNCT
ijassa-1513	878	1	feature	feature	NOUN
ijassa-1513	878	2	selection	selection	NOUN
ijassa-1513	878	3	plays	play	VERB
ijassa-1513	878	4	a	a	DET
ijassa-1513	878	5	pivotal	pivotal	ADJ
ijassa-1513	878	6	role	role	NOUN
ijassa-1513	878	7	in	in	ADP
ijassa-1513	878	8	enhancing	enhance	VERB
ijassa-1513	878	9	the	the	DET
ijassa-1513	878	10	efficiency	efficiency	NOUN
ijassa-1513	878	11	and	and	CCONJ
ijassa-1513	878	12	effectiveness	effectiveness	NOUN
ijassa-1513	878	13	of	of	ADP
ijassa-1513	878	14	classifiers	classifier	NOUN
ijassa-1513	878	15	.	.	PUNCT
ijassa-1513	879	1	while	while	SCONJ
ijassa-1513	879	2	text	text	NOUN
ijassa-1513	879	3	representation	representation	NOUN
ijassa-1513	879	4	and	and	CCONJ
ijassa-1513	879	5	preprocessing	preprocessing	NOUN
ijassa-1513	879	6	are	be	AUX
ijassa-1513	879	7	essential	essential	ADJ
ijassa-1513	879	8	,	,	PUNCT
ijassa-1513	879	9	classifiers	classifier	NOUN
ijassa-1513	879	10	themselves	themselves	PRON
ijassa-1513	879	11	are	be	AUX
ijassa-1513	879	12	the	the	DET
ijassa-1513	879	13	focal	focal	ADJ
ijassa-1513	879	14	point	point	NOUN
ijassa-1513	879	15	of	of	ADP
ijassa-1513	879	16	many	many	ADJ
ijassa-1513	879	17	studies	study	NOUN
ijassa-1513	879	18	.	.	PUNCT
ijassa-1513	880	1	there	there	PRON
ijassa-1513	880	2	is	be	VERB
ijassa-1513	880	3	a	a	DET
ijassa-1513	880	4	great	great	ADJ
ijassa-1513	880	5	interest	interest	NOUN
ijassa-1513	880	6	in	in	ADP
ijassa-1513	880	7	recurrent	recurrent	ADJ
ijassa-1513	880	8	neural	neural	ADJ
ijassa-1513	880	9	networks	network	NOUN
ijassa-1513	880	10	,	,	PUNCT
ijassa-1513	880	11	namely	namely	ADV
ijassa-1513	880	12	lstm	lstm	ADJ
ijassa-1513	880	13	according	accord	VERB
ijassa-1513	880	14	to	to	ADP
ijassa-1513	880	15	the	the	DET
ijassa-1513	880	16	results	result	NOUN
ijassa-1513	880	17	of	of	ADP
ijassa-1513	880	18	the	the	DET
ijassa-1513	880	19	study	study	NOUN
ijassa-1513	880	20	,	,	PUNCT
ijassa-1513	880	21	it	it	PRON
ijassa-1513	880	22	is	be	AUX
ijassa-1513	880	23	on	on	ADP
ijassa-1513	880	24	the	the	DET
ijassa-1513	880	25	basis	basis	NOUN
ijassa-1513	880	26	of	of	ADP
ijassa-1513	880	27	this	this	DET
ijassa-1513	880	28	variant	variant	NOUN
ijassa-1513	880	29	of	of	ADP
ijassa-1513	880	30	rnn	rnn	NOUN
ijassa-1513	880	31	that	that	SCONJ
ijassa-1513	880	32	researchers	researcher	NOUN
ijassa-1513	880	33	most	most	ADV
ijassa-1513	880	34	often	often	ADV
ijassa-1513	880	35	proposed	propose	VERB
ijassa-1513	880	36	new	new	ADJ
ijassa-1513	880	37	methods	method	NOUN
ijassa-1513	880	38	,	,	PUNCT
ijassa-1513	880	39	such	such	ADJ
ijassa-1513	880	40	as	as	ADP
ijassa-1513	880	41	ranklstm	ranklstm	PROPN
ijassa-1513	881	1	[	[	X
ijassa-1513	881	2	163	163	NUM
ijassa-1513	881	3	]	]	PUNCT
ijassa-1513	881	4	,	,	PUNCT
ijassa-1513	881	5	awd	awd	PROPN
ijassa-1513	881	6	-	-	PUNCT
ijassa-1513	881	7	lstm	lstm	NOUN
ijassa-1513	881	8	[	[	X
ijassa-1513	881	9	50	50	NUM
ijassa-1513	881	10	]	]	PUNCT
ijassa-1513	881	11	,	,	PUNCT
ijassa-1513	881	12	c	c	X
ijassa-1513	881	13	-	-	PUNCT
ijassa-1513	881	14	lstm	lstm	ADJ
ijassa-1513	882	1	[	[	X
ijassa-1513	882	2	175	175	NUM
ijassa-1513	882	3	]	]	PUNCT
ijassa-1513	882	4	,	,	PUNCT
ijassa-1513	882	5	crnn	crnn	VERB
ijassa-1513	883	1	[	[	X
ijassa-1513	883	2	100	100	NUM
ijassa-1513	883	3	]	]	PUNCT
ijassa-1513	883	4	,	,	PUNCT
ijassa-1513	883	5	asp	asp	PROPN
ijassa-1513	883	6	-	-	PUNCT
ijassa-1513	883	7	mtl	mtl	PROPN
ijassa-1513	884	1	[	[	X
ijassa-1513	884	2	94	94	NUM
ijassa-1513	884	3	]	]	PUNCT
ijassa-1513	884	4	,	,	PUNCT
ijassa-1513	884	5	ac	ac	PROPN
ijassa-1513	884	6	-	-	NOUN
ijassa-1513	884	7	bilstm	bilstm	NOUN
ijassa-1513	885	1	[	[	X
ijassa-1513	885	2	91	91	NUM
ijassa-1513	885	3	]	]	PUNCT
ijassa-1513	885	4	,	,	PUNCT
ijassa-1513	885	5	bi	bi	ADJ
ijassa-1513	885	6	-	-	ADJ
ijassa-1513	885	7	lstm	lstm	ADJ
ijassa-1513	885	8	-	-	PUNCT
ijassa-1513	885	9	cnn	cnn	PROPN
ijassa-1513	886	1	[	[	X
ijassa-1513	886	2	82	82	NUM
ijassa-1513	886	3	]	]	PUNCT
ijassa-1513	886	4	and	and	CCONJ
ijassa-1513	886	5	ablstm	ablstm	VERB
ijassa-1513	887	1	[	[	X
ijassa-1513	887	2	85	85	NUM
ijassa-1513	887	3	]	]	PUNCT
ijassa-1513	887	4	.	.	PUNCT
ijassa-1513	888	1	it	it	PRON
ijassa-1513	888	2	is	be	AUX
ijassa-1513	888	3	also	also	ADV
ijassa-1513	888	4	worth	worth	ADJ
ijassa-1513	888	5	noting	note	VERB
ijassa-1513	888	6	that	that	SCONJ
ijassa-1513	888	7	the	the	DET
ijassa-1513	888	8	use	use	NOUN
ijassa-1513	888	9	of	of	ADP
ijassa-1513	888	10	multilayer	multilayer	ADJ
ijassa-1513	888	11	networks	network	NOUN
ijassa-1513	888	12	gives	give	VERB
ijassa-1513	888	13	researchers	researcher	NOUN
ijassa-1513	888	14	the	the	DET
ijassa-1513	888	15	opportunity	opportunity	NOUN
ijassa-1513	888	16	to	to	PART
ijassa-1513	888	17	cross	cross	VERB
ijassa-1513	888	18	layers	layer	NOUN
ijassa-1513	888	19	in	in	ADP
ijassa-1513	888	20	different	different	ADJ
ijassa-1513	888	21	architectures	architecture	NOUN
ijassa-1513	888	22	,	,	PUNCT
ijassa-1513	888	23	such	such	ADJ
ijassa-1513	888	24	as	as	ADP
ijassa-1513	888	25	ac	ac	NOUN
ijassa-1513	888	26	-	-	NOUN
ijassa-1513	888	27	bilstm	bilstm	NOUN
ijassa-1513	888	28	,	,	PUNCT
ijassa-1513	888	29	the	the	DET
ijassa-1513	888	30	convolutional	convolutional	ADJ
ijassa-1513	888	31	layer	layer	NOUN
ijassa-1513	888	32	extracts	extract	VERB
ijassa-1513	888	33	the	the	DET
ijassa-1513	888	34	higher	high	ADJ
ijassa-1513	888	35	-	-	PUNCT
ijassa-1513	888	36	level	level	NOUN
ijassa-1513	888	37	phrase	phrase	NOUN
ijassa-1513	888	38	representations	representation	NOUN
ijassa-1513	888	39	from	from	ADP
ijassa-1513	888	40	the	the	DET
ijassa-1513	888	41	word	word	NOUN
ijassa-1513	888	42	embedding	embed	VERB
ijassa-1513	888	43	vectors	vector	NOUN
ijassa-1513	888	44	and	and	CCONJ
ijassa-1513	888	45	bilstm	bilstm	NOUN
ijassa-1513	888	46	is	be	AUX
ijassa-1513	888	47	used	use	VERB
ijassa-1513	888	48	to	to	PART
ijassa-1513	888	49	access	access	VERB
ijassa-1513	888	50	both	both	CCONJ
ijassa-1513	888	51	the	the	DET
ijassa-1513	888	52	preceding	precede	VERB
ijassa-1513	888	53	and	and	CCONJ
ijassa-1513	888	54	succeeding	succeed	VERB
ijassa-1513	888	55	context	context	NOUN
ijassa-1513	888	56	representations	representation	NOUN
ijassa-1513	888	57	.	.	PUNCT
ijassa-1513	889	1	bi	bi	ADJ
ijassa-1513	889	2	-	-	ADJ
ijassa-1513	889	3	lstm	lstm	ADJ
ijassa-1513	889	4	-	-	PUNCT
ijassa-1513	889	5	cnn	cnn	PROPN
ijassa-1513	889	6	and	and	CCONJ
ijassa-1513	889	7	na	na	PROPN
ijassa-1513	889	8	-	-	PUNCT
ijassa-1513	889	9	cnn	cnn	NOUN
ijassa-1513	889	10	-	-	PUNCT
ijassa-1513	889	11	lstm	lstm	NOUN
ijassa-1513	889	12	[	[	X
ijassa-1513	889	13	99	99	NUM
ijassa-1513	889	14	]	]	PUNCT
ijassa-1513	889	15	present	present	ADJ
ijassa-1513	889	16	an	an	DET
ijassa-1513	889	17	architecture	architecture	NOUN
ijassa-1513	889	18	that	that	PRON
ijassa-1513	889	19	integrates	integrate	NOUN
ijassa-1513	889	20	cnns	cnn	NOUN
ijassa-1513	889	21	and	and	CCONJ
ijassa-1513	889	22	rnns	rnn	NOUN
ijassa-1513	889	23	.	.	PUNCT
ijassa-1513	890	1	the	the	DET
ijassa-1513	890	2	attention	attention	NOUN
ijassa-1513	890	3	mechanism	mechanism	NOUN
ijassa-1513	890	4	has	have	AUX
ijassa-1513	890	5	also	also	ADV
ijassa-1513	890	6	gained	gain	VERB
ijassa-1513	890	7	prominence	prominence	NOUN
ijassa-1513	890	8	in	in	ADP
ijassa-1513	890	9	text	text	NOUN
ijassa-1513	890	10	classification	classification	NOUN
ijassa-1513	890	11	(	(	PUNCT
ijassa-1513	890	12	[	[	X
ijassa-1513	890	13	54	54	NUM
ijassa-1513	890	14	]	]	X
ijassa-1513	891	1	[	[	X
ijassa-1513	891	2	85	85	NUM
ijassa-1513	891	3	]	]	X
ijassa-1513	891	4	[	[	X
ijassa-1513	891	5	53	53	NUM
ijassa-1513	891	6	]	]	X
ijassa-1513	892	1	[	[	X
ijassa-1513	892	2	174	174	NUM
ijassa-1513	892	3	]	]	PUNCT
ijassa-1513	893	1	[	[	X
ijassa-1513	893	2	36	36	NUM
ijassa-1513	893	3	]	]	X
ijassa-1513	894	1	[	[	X
ijassa-1513	894	2	91	91	NUM
ijassa-1513	894	3	]	]	X
ijassa-1513	895	1	[	[	X
ijassa-1513	895	2	73	73	NUM
ijassa-1513	895	3	]	]	X
ijassa-1513	896	1	[	[	X
ijassa-1513	896	2	41	41	NUM
ijassa-1513	896	3	]	]	X
ijassa-1513	897	1	[	[	X
ijassa-1513	897	2	29	29	NUM
ijassa-1513	897	3	]	]	X
ijassa-1513	897	4	[	[	X
ijassa-1513	897	5	86	86	NUM
ijassa-1513	897	6	]	]	PUNCT
ijassa-1513	897	7	)	)	PUNCT
ijassa-1513	897	8	.	.	PUNCT
ijassa-1513	898	1	attention	attention	NOUN
ijassa-1513	898	2	mechanisms	mechanism	NOUN
ijassa-1513	898	3	enable	enable	VERB
ijassa-1513	898	4	models	model	NOUN
ijassa-1513	898	5	to	to	PART
ijassa-1513	898	6	focus	focus	VERB
ijassa-1513	898	7	on	on	ADP
ijassa-1513	898	8	specific	specific	ADJ
ijassa-1513	898	9	parts	part	NOUN
ijassa-1513	898	10	of	of	ADP
ijassa-1513	898	11	input	input	NOUN
ijassa-1513	898	12	sequences	sequence	NOUN
ijassa-1513	898	13	,	,	PUNCT
ijassa-1513	898	14	enhancing	enhance	VERB
ijassa-1513	898	15	their	their	PRON
ijassa-1513	898	16	ability	ability	NOUN
ijassa-1513	898	17	to	to	PART
ijassa-1513	898	18	capture	capture	VERB
ijassa-1513	898	19	contextual	contextual	ADJ
ijassa-1513	898	20	information	information	NOUN
ijassa-1513	898	21	effectively	effectively	ADV
ijassa-1513	898	22	.	.	PUNCT
ijassa-1513	899	1	another	another	DET
ijassa-1513	899	2	pivotal	pivotal	ADJ
ijassa-1513	899	3	development	development	NOUN
ijassa-1513	899	4	is	be	AUX
ijassa-1513	899	5	the	the	DET
ijassa-1513	899	6	increasing	increase	VERB
ijassa-1513	899	7	utilization	utilization	NOUN
ijassa-1513	899	8	of	of	ADP
ijassa-1513	899	9	transformer	transformer	NOUN
ijassa-1513	899	10	models	model	NOUN
ijassa-1513	899	11	in	in	ADP
ijassa-1513	899	12	text	text	NOUN
ijassa-1513	899	13	classification	classification	NOUN
ijassa-1513	899	14	(	(	PUNCT
ijassa-1513	899	15	[	[	X
ijassa-1513	899	16	103	103	NUM
ijassa-1513	899	17	]	]	X
ijassa-1513	900	1	[	[	X
ijassa-1513	900	2	22	22	NUM
ijassa-1513	900	3	]	]	X
ijassa-1513	900	4	[	[	X
ijassa-1513	900	5	138	138	NUM
ijassa-1513	900	6	]	]	X
ijassa-1513	901	1	[	[	X
ijassa-1513	901	2	23	23	NUM
ijassa-1513	901	3	]	]	PUNCT
ijassa-1513	902	1	[	[	X
ijassa-1513	902	2	145	145	NUM
ijassa-1513	902	3	]	]	X
ijassa-1513	902	4	[	[	X
ijassa-1513	902	5	41	41	NUM
ijassa-1513	902	6	]	]	X
ijassa-1513	903	1	[	[	X
ijassa-1513	903	2	108	108	NUM
ijassa-1513	903	3	]	]	PUNCT
ijassa-1513	904	1	[	[	X
ijassa-1513	904	2	61	61	NUM
ijassa-1513	904	3	]	]	NUM
ijassa-1513	904	4	)	)	PUNCT
ijassa-1513	904	5	.	.	PUNCT
ijassa-1513	905	1	the	the	DET
ijassa-1513	905	2	ascendancy	ascendancy	NOUN
ijassa-1513	905	3	of	of	ADP
ijassa-1513	905	4	transformer	transformer	NOUN
ijassa-1513	905	5	models	model	NOUN
ijassa-1513	905	6	,	,	PUNCT
ijassa-1513	905	7	epitomized	epitomize	VERB
ijassa-1513	905	8	by	by	ADP
ijassa-1513	905	9	gpt	gpt	NOUN
ijassa-1513	905	10	and	and	CCONJ
ijassa-1513	905	11	its	its	PRON
ijassa-1513	905	12	variants	variant	NOUN
ijassa-1513	905	13	,	,	PUNCT
ijassa-1513	905	14	signifies	signify	VERB
ijassa-1513	905	15	the	the	DET
ijassa-1513	905	16	transformative	transformative	ADJ
ijassa-1513	905	17	potential	potential	NOUN
ijassa-1513	905	18	of	of	ADP
ijassa-1513	905	19	largescale	largescale	ADJ
ijassa-1513	905	20	language	language	NOUN
ijassa-1513	905	21	models	model	NOUN
ijassa-1513	905	22	.	.	PUNCT
ijassa-1513	906	1	researchers	researcher	NOUN
ijassa-1513	906	2	recognize	recognize	VERB
ijassa-1513	906	3	that	that	SCONJ
ijassa-1513	906	4	these	these	DET
ijassa-1513	906	5	models	model	NOUN
ijassa-1513	906	6	are	be	AUX
ijassa-1513	906	7	at	at	ADP
ijassa-1513	906	8	the	the	DET
ijassa-1513	906	9	forefront	forefront	NOUN
ijassa-1513	906	10	of	of	ADP
ijassa-1513	906	11	nlp	nlp	NOUN
ijassa-1513	906	12	,	,	PUNCT
ijassa-1513	906	13	offering	offer	VERB
ijassa-1513	906	14	unmatched	unmatched	ADJ
ijassa-1513	906	15	capabilities	capability	NOUN
ijassa-1513	906	16	for	for	ADP
ijassa-1513	906	17	understanding	understanding	NOUN
ijassa-1513	906	18	and	and	CCONJ
ijassa-1513	906	19	generating	generate	VERB
ijassa-1513	906	20	human	human	ADJ
ijassa-1513	906	21	-	-	PUNCT
ijassa-1513	906	22	like	like	ADJ
ijassa-1513	906	23	text	text	NOUN
ijassa-1513	906	24	.	.	PUNCT
ijassa-1513	907	1	at	at	ADP
ijassa-1513	907	2	present	present	ADJ
ijassa-1513	907	3	,	,	PUNCT
ijassa-1513	907	4	the	the	DET
ijassa-1513	907	5	chatgpt	chatgpt	NOUN
ijassa-1513	907	6	language	language	NOUN
ijassa-1513	907	7	model	model	NOUN
ijassa-1513	907	8	is	be	AUX
ijassa-1513	907	9	the	the	DET
ijassa-1513	907	10	center	center	NOUN
ijassa-1513	907	11	of	of	ADP
ijassa-1513	907	12	attention	attention	NOUN
ijassa-1513	907	13	of	of	ADP
ijassa-1513	907	14	the	the	DET
ijassa-1513	907	15	world	world	NOUN
ijassa-1513	907	16	community	community	NOUN
ijassa-1513	907	17	[	[	X
ijassa-1513	907	18	34	34	NUM
ijassa-1513	907	19	]	]	PUNCT
ijassa-1513	907	20	.	.	PUNCT
ijassa-1513	908	1	despite	despite	SCONJ
ijassa-1513	908	2	the	the	DET
ijassa-1513	908	3	growing	grow	VERB
ijassa-1513	908	4	prevalence	prevalence	NOUN
ijassa-1513	908	5	of	of	ADP
ijassa-1513	908	6	neural	neural	ADJ
ijassa-1513	908	7	network	network	NOUN
ijassa-1513	908	8	-	-	PUNCT
ijassa-1513	908	9	based	base	VERB
ijassa-1513	908	10	classification	classification	NOUN
ijassa-1513	908	11	algorithms	algorithm	NOUN
ijassa-1513	908	12	,	,	PUNCT
ijassa-1513	908	13	basic	basic	ADJ
ijassa-1513	908	14	algorithms	algorithm	NOUN
ijassa-1513	908	15	like	like	ADP
ijassa-1513	908	16	naive	naive	ADJ
ijassa-1513	908	17	bayes	bayes	NOUN
ijassa-1513	908	18	and	and	CCONJ
ijassa-1513	908	19	svm	svm	PROPN
ijassa-1513	908	20	continue	continue	VERB
ijassa-1513	908	21	to	to	PART
ijassa-1513	908	22	hold	hold	VERB
ijassa-1513	908	23	their	their	PRON
ijassa-1513	908	24	ground	ground	NOUN
ijassa-1513	908	25	50	50	NUM
ijassa-1513	908	26	percent	percent	NOUN
ijassa-1513	908	27	of	of	ADP
ijassa-1513	908	28	sources	source	NOUN
ijassa-1513	908	29	mention	mention	VERB
ijassa-1513	908	30	just	just	ADV
ijassa-1513	908	31	basic	basic	ADJ
ijassa-1513	908	32	algorithms	algorithm	NOUN
ijassa-1513	908	33	.	.	PUNCT
ijassa-1513	909	1	these	these	DET
ijassa-1513	909	2	basic	basic	ADJ
ijassa-1513	909	3	methods	method	NOUN
ijassa-1513	909	4	offer	offer	VERB
ijassa-1513	909	5	several	several	ADJ
ijassa-1513	909	6	advantages	advantage	NOUN
ijassa-1513	909	7	,	,	PUNCT
ijassa-1513	909	8	including	include	VERB
ijassa-1513	909	9	simplicity	simplicity	NOUN
ijassa-1513	909	10	,	,	PUNCT
ijassa-1513	909	11	interpretability	interpretability	NOUN
ijassa-1513	909	12	,	,	PUNCT
ijassa-1513	909	13	and	and	CCONJ
ijassa-1513	909	14	efficiency	efficiency	NOUN
ijassa-1513	909	15	,	,	PUNCT
ijassa-1513	909	16	which	which	PRON
ijassa-1513	909	17	make	make	VERB
ijassa-1513	909	18	them	they	PRON
ijassa-1513	909	19	well	well	ADV
ijassa-1513	909	20	-	-	PUNCT
ijassa-1513	909	21	suited	suit	VERB
ijassa-1513	909	22	for	for	ADP
ijassa-1513	909	23	certain	certain	ADJ
ijassa-1513	909	24	classification	classification	NOUN
ijassa-1513	909	25	tasks	task	NOUN
ijassa-1513	909	26	.	.	PUNCT
ijassa-1513	910	1	furthermore	furthermore	ADV
ijassa-1513	910	2	,	,	PUNCT
ijassa-1513	910	3	for	for	ADP
ijassa-1513	910	4	datasets	dataset	NOUN
ijassa-1513	910	5	with	with	ADP
ijassa-1513	910	6	limited	limited	ADJ
ijassa-1513	910	7	training	training	NOUN
ijassa-1513	910	8	examples	example	NOUN
ijassa-1513	910	9	,	,	PUNCT
ijassa-1513	910	10	basic	basic	ADJ
ijassa-1513	910	11	algorithms	algorithm	NOUN
ijassa-1513	910	12	can	can	AUX
ijassa-1513	910	13	often	often	ADV
ijassa-1513	910	14	deliver	deliver	VERB
ijassa-1513	910	15	competitive	competitive	ADJ
ijassa-1513	910	16	performance	performance	NOUN
ijassa-1513	910	17	without	without	ADP
ijassa-1513	910	18	the	the	DET
ijassa-1513	910	19	computational	computational	ADJ
ijassa-1513	910	20	demands	demand	NOUN
ijassa-1513	910	21	associated	associate	VERB
ijassa-1513	910	22	with	with	ADP
ijassa-1513	910	23	deep	deep	ADJ
ijassa-1513	910	24	learning	learning	NOUN
ijassa-1513	910	25	[	[	X
ijassa-1513	910	26	13	13	NUM
ijassa-1513	910	27	]	]	PUNCT
ijassa-1513	910	28	.	.	PUNCT
ijassa-1513	911	1	152	152	NUM
ijassa-1513	911	2	a.	a.	NOUN
ijassa-1513	911	3	kravets	kravet	NOUN
ijassa-1513	911	4	,	,	PUNCT
ijassa-1513	911	5	d.	d.	PROPN
ijassa-1513	911	6	semenochkin	semenochkin	PROPN
ijassa-1513	911	7	copyright	copyright	NOUN
ijassa-1513	911	8	©	©	PROPN
ijassa-1513	911	9	2024	2024	NUM
ijassa-1513	911	10	assa	assa	PROPN
ijassa-1513	911	11	adv	adv	PROPN
ijassa-1513	911	12	.	.	PUNCT
ijassa-1513	912	1	in	in	ADP
ijassa-1513	912	2	systems	system	NOUN
ijassa-1513	912	3	science	science	NOUN
ijassa-1513	912	4	and	and	CCONJ
ijassa-1513	912	5	appl	appl	NOUN
ijassa-1513	912	6	.	.	PUNCT
ijassa-1513	913	1	(	(	PUNCT
ijassa-1513	913	2	2024	2024	NUM
ijassa-1513	913	3	)	)	PUNCT
ijassa-1513	913	4	in	in	ADP
ijassa-1513	913	5	general	general	ADJ
ijassa-1513	913	6	,	,	PUNCT
ijassa-1513	913	7	it	it	PRON
ijassa-1513	913	8	can	can	AUX
ijassa-1513	913	9	be	be	AUX
ijassa-1513	913	10	observed	observe	VERB
ijassa-1513	913	11	that	that	SCONJ
ijassa-1513	913	12	the	the	DET
ijassa-1513	913	13	evolving	evolve	VERB
ijassa-1513	913	14	landscape	landscape	NOUN
ijassa-1513	913	15	of	of	ADP
ijassa-1513	913	16	text	text	NOUN
ijassa-1513	913	17	classification	classification	NOUN
ijassa-1513	913	18	is	be	AUX
ijassa-1513	913	19	characterized	characterize	VERB
ijassa-1513	913	20	by	by	ADP
ijassa-1513	913	21	the	the	DET
ijassa-1513	913	22	fusion	fusion	NOUN
ijassa-1513	913	23	of	of	ADP
ijassa-1513	913	24	deep	deep	ADJ
ijassa-1513	913	25	learning	learning	NOUN
ijassa-1513	913	26	,	,	PUNCT
ijassa-1513	913	27	neural	neural	ADJ
ijassa-1513	913	28	networks	network	NOUN
ijassa-1513	913	29	,	,	PUNCT
ijassa-1513	913	30	basic	basic	ADJ
ijassa-1513	913	31	methods	method	NOUN
ijassa-1513	913	32	and	and	CCONJ
ijassa-1513	913	33	innovative	innovative	ADJ
ijassa-1513	913	34	approaches	approach	NOUN
ijassa-1513	913	35	.	.	PUNCT
ijassa-1513	914	1	researchers	researcher	NOUN
ijassa-1513	914	2	are	be	AUX
ijassa-1513	914	3	constantly	constantly	ADV
ijassa-1513	914	4	pushing	push	VERB
ijassa-1513	914	5	the	the	DET
ijassa-1513	914	6	boundaries	boundary	NOUN
ijassa-1513	914	7	of	of	ADP
ijassa-1513	914	8	what	what	PRON
ijassa-1513	914	9	is	be	AUX
ijassa-1513	914	10	possible	possible	ADJ
ijassa-1513	914	11	,	,	PUNCT
ijassa-1513	914	12	driven	drive	VERB
ijassa-1513	914	13	by	by	ADP
ijassa-1513	914	14	the	the	DET
ijassa-1513	914	15	need	need	NOUN
ijassa-1513	914	16	to	to	PART
ijassa-1513	914	17	develop	develop	VERB
ijassa-1513	914	18	efficient	efficient	ADJ
ijassa-1513	914	19	,	,	PUNCT
ijassa-1513	914	20	accurate	accurate	ADJ
ijassa-1513	914	21	,	,	PUNCT
ijassa-1513	914	22	and	and	CCONJ
ijassa-1513	914	23	context	context	NOUN
ijassa-1513	914	24	-	-	PUNCT
ijassa-1513	914	25	aware	aware	ADJ
ijassa-1513	914	26	text	text	NOUN
ijassa-1513	914	27	classification	classification	NOUN
ijassa-1513	914	28	solutions	solution	NOUN
ijassa-1513	914	29	that	that	PRON
ijassa-1513	914	30	meet	meet	VERB
ijassa-1513	914	31	the	the	DET
ijassa-1513	914	32	requirements	requirement	NOUN
ijassa-1513	914	33	of	of	ADP
ijassa-1513	914	34	modern	modern	ADJ
ijassa-1513	914	35	applications	application	NOUN
ijassa-1513	914	36	.	.	PUNCT
ijassa-1513	915	1	the	the	DET
ijassa-1513	915	2	prevalence	prevalence	NOUN
ijassa-1513	915	3	of	of	ADP
ijassa-1513	915	4	deep	deep	ADJ
ijassa-1513	915	5	learning	learning	NOUN
ijassa-1513	915	6	,	,	PUNCT
ijassa-1513	915	7	attention	attention	NOUN
ijassa-1513	915	8	mechanisms	mechanism	NOUN
ijassa-1513	915	9	,	,	PUNCT
ijassa-1513	915	10	and	and	CCONJ
ijassa-1513	915	11	transformational	transformational	ADJ
ijassa-1513	915	12	models	model	NOUN
ijassa-1513	915	13	emphasizes	emphasize	VERB
ijassa-1513	915	14	their	their	PRON
ijassa-1513	915	15	key	key	ADJ
ijassa-1513	915	16	role	role	NOUN
ijassa-1513	915	17	in	in	ADP
ijassa-1513	915	18	shaping	shape	VERB
ijassa-1513	915	19	the	the	DET
ijassa-1513	915	20	future	future	NOUN
ijassa-1513	915	21	of	of	ADP
ijassa-1513	915	22	text	text	NOUN
ijassa-1513	915	23	classification	classification	NOUN
ijassa-1513	915	24	.	.	PUNCT
ijassa-1513	916	1	5.2	5.2	NUM
ijassa-1513	916	2	what	what	PRON
ijassa-1513	916	3	data	datum	NOUN
ijassa-1513	916	4	(	(	PUNCT
ijassa-1513	916	5	dataset	dataset	PROPN
ijassa-1513	916	6	)	)	PUNCT
ijassa-1513	916	7	was	be	AUX
ijassa-1513	916	8	used	use	VERB
ijassa-1513	916	9	to	to	PART
ijassa-1513	916	10	classify	classify	VERB
ijassa-1513	916	11	the	the	DET
ijassa-1513	916	12	text	text	NOUN
ijassa-1513	916	13	in	in	ADP
ijassa-1513	916	14	the	the	DET
ijassa-1513	916	15	works	work	NOUN
ijassa-1513	916	16	under	under	ADP
ijassa-1513	916	17	study	study	NOUN
ijassa-1513	916	18	?	?	PUNCT
ijassa-1513	917	1	analyzing	analyze	VERB
ijassa-1513	917	2	datasets	dataset	NOUN
ijassa-1513	917	3	used	use	VERB
ijassa-1513	917	4	in	in	ADP
ijassa-1513	917	5	text	text	NOUN
ijassa-1513	917	6	classification	classification	NOUN
ijassa-1513	917	7	studies	study	NOUN
ijassa-1513	917	8	reveals	reveal	VERB
ijassa-1513	917	9	interesting	interesting	ADJ
ijassa-1513	917	10	trends	trend	NOUN
ijassa-1513	917	11	and	and	CCONJ
ijassa-1513	917	12	preferences	preference	NOUN
ijassa-1513	917	13	of	of	ADP
ijassa-1513	917	14	researchers	researcher	NOUN
ijassa-1513	917	15	.	.	PUNCT
ijassa-1513	918	1	similar	similar	ADJ
ijassa-1513	918	2	to	to	ADP
ijassa-1513	918	3	source	source	NOUN
ijassa-1513	918	4	11	11	NUM
ijassa-1513	918	5	,	,	PUNCT
ijassa-1513	918	6	we	we	PRON
ijassa-1513	918	7	have	have	AUX
ijassa-1513	918	8	given	give	VERB
ijassa-1513	918	9	the	the	DET
ijassa-1513	918	10	10	10	NUM
ijassa-1513	918	11	most	most	ADV
ijassa-1513	918	12	popular	popular	ADJ
ijassa-1513	918	13	datasets	dataset	NOUN
ijassa-1513	918	14	and	and	CCONJ
ijassa-1513	918	15	also	also	ADV
ijassa-1513	918	16	categorized	categorize	VERB
ijassa-1513	918	17	them	they	PRON
ijassa-1513	918	18	by	by	ADP
ijassa-1513	918	19	domain	domain	NOUN
ijassa-1513	918	20	.	.	PUNCT
ijassa-1513	919	1	among	among	ADP
ijassa-1513	919	2	the	the	DET
ijassa-1513	919	3	most	most	ADV
ijassa-1513	919	4	frequently	frequently	ADV
ijassa-1513	919	5	used	use	VERB
ijassa-1513	919	6	dataset	dataset	NOUN
ijassa-1513	919	7	types	type	NOUN
ijassa-1513	919	8	,	,	PUNCT
ijassa-1513	919	9	news	news	NOUN
ijassa-1513	919	10	sets	set	NOUN
ijassa-1513	919	11	(	(	PUNCT
ijassa-1513	919	12	20	20	NUM
ijassa-1513	919	13	news	news	NOUN
ijassa-1513	919	14	group	group	NOUN
ijassa-1513	919	15	,	,	PUNCT
ijassa-1513	919	16	reuters	reuters	PROPN
ijassa-1513	919	17	,	,	PUNCT
ijassa-1513	919	18	ag	ag	PROPN
ijassa-1513	919	19	news	news	PROPN
ijassa-1513	919	20	)	)	PUNCT
ijassa-1513	919	21	,	,	PUNCT
ijassa-1513	919	22	covering	cover	VERB
ijassa-1513	919	23	areas	area	NOUN
ijassa-1513	919	24	such	such	ADJ
ijassa-1513	919	25	as	as	ADP
ijassa-1513	919	26	sports	sport	NOUN
ijassa-1513	919	27	,	,	PUNCT
ijassa-1513	919	28	finance	finance	NOUN
ijassa-1513	919	29	,	,	PUNCT
ijassa-1513	919	30	health	health	NOUN
ijassa-1513	919	31	and	and	CCONJ
ijassa-1513	919	32	politics	politic	NOUN
ijassa-1513	919	33	,	,	PUNCT
ijassa-1513	919	34	stand	stand	VERB
ijassa-1513	919	35	out	out	ADP
ijassa-1513	919	36	,	,	PUNCT
ijassa-1513	919	37	occurring	occur	VERB
ijassa-1513	919	38	in	in	ADP
ijassa-1513	919	39	65	65	NUM
ijassa-1513	919	40	of	of	ADP
ijassa-1513	919	41	the	the	DET
ijassa-1513	919	42	110	110	NUM
ijassa-1513	919	43	sources	source	NOUN
ijassa-1513	919	44	examined	examine	VERB
ijassa-1513	919	45	.	.	PUNCT
ijassa-1513	920	1	these	these	DET
ijassa-1513	920	2	datasets	dataset	NOUN
ijassa-1513	920	3	are	be	AUX
ijassa-1513	920	4	commonly	commonly	ADV
ijassa-1513	920	5	used	use	VERB
ijassa-1513	920	6	to	to	PART
ijassa-1513	920	7	solve	solve	VERB
ijassa-1513	920	8	multi	multi	ADJ
ijassa-1513	920	9	-	-	ADJ
ijassa-1513	920	10	class	class	ADJ
ijassa-1513	920	11	categorization	categorization	NOUN
ijassa-1513	920	12	problems	problem	NOUN
ijassa-1513	920	13	.	.	PUNCT
ijassa-1513	921	1	in	in	ADP
ijassa-1513	921	2	addition	addition	NOUN
ijassa-1513	921	3	,	,	PUNCT
ijassa-1513	921	4	datasets	dataset	NOUN
ijassa-1513	921	5	containing	contain	VERB
ijassa-1513	921	6	reviews	review	NOUN
ijassa-1513	921	7	,	,	PUNCT
ijassa-1513	921	8	such	such	ADJ
ijassa-1513	921	9	as	as	ADP
ijassa-1513	921	10	imdb	imdb	PROPN
ijassa-1513	921	11	,	,	PUNCT
ijassa-1513	921	12	mr	mr	PROPN
ijassa-1513	921	13	,	,	PUNCT
ijassa-1513	921	14	sst	sst	PROPN
ijassa-1513	921	15	and	and	CCONJ
ijassa-1513	921	16	amazon	amazon	NOUN
ijassa-1513	921	17	,	,	PUNCT
ijassa-1513	921	18	enjoy	enjoy	VERB
ijassa-1513	921	19	considerable	considerable	ADJ
ijassa-1513	921	20	popularity	popularity	NOUN
ijassa-1513	921	21	,	,	PUNCT
ijassa-1513	921	22	mainly	mainly	ADV
ijassa-1513	921	23	for	for	ADP
ijassa-1513	921	24	binary	binary	ADJ
ijassa-1513	921	25	categorization	categorization	NOUN
ijassa-1513	921	26	tasks	task	NOUN
ijassa-1513	921	27	where	where	SCONJ
ijassa-1513	921	28	reviews	review	NOUN
ijassa-1513	921	29	are	be	AUX
ijassa-1513	921	30	categorized	categorize	VERB
ijassa-1513	921	31	as	as	ADP
ijassa-1513	921	32	positive	positive	ADJ
ijassa-1513	921	33	or	or	CCONJ
ijassa-1513	921	34	negative	negative	ADJ
ijassa-1513	921	35	.	.	PUNCT
ijassa-1513	922	1	however	however	ADV
ijassa-1513	922	2	,	,	PUNCT
ijassa-1513	922	3	this	this	DET
ijassa-1513	922	4	study	study	NOUN
ijassa-1513	922	5	also	also	ADV
ijassa-1513	922	6	sheds	shed	VERB
ijassa-1513	922	7	light	light	NOUN
ijassa-1513	922	8	on	on	ADP
ijassa-1513	922	9	less	less	ADV
ijassa-1513	922	10	frequently	frequently	ADV
ijassa-1513	922	11	employed	employ	VERB
ijassa-1513	922	12	datasets	dataset	NOUN
ijassa-1513	922	13	,	,	PUNCT
ijassa-1513	922	14	often	often	ADV
ijassa-1513	922	15	tailored	tailor	VERB
ijassa-1513	922	16	to	to	PART
ijassa-1513	922	17	address	address	VERB
ijassa-1513	922	18	specific	specific	ADJ
ijassa-1513	922	19	domains	domain	NOUN
ijassa-1513	922	20	or	or	CCONJ
ijassa-1513	922	21	niche	niche	NOUN
ijassa-1513	922	22	problems	problem	NOUN
ijassa-1513	922	23	.	.	PUNCT
ijassa-1513	923	1	one	one	NUM
ijassa-1513	923	2	such	such	ADJ
ijassa-1513	923	3	example	example	NOUN
ijassa-1513	923	4	is	be	AUX
ijassa-1513	923	5	the	the	DET
ijassa-1513	923	6	medicine	medicine	NOUN
ijassa-1513	923	7	field	field	NOUN
ijassa-1513	923	8	10	10	NUM
ijassa-1513	923	9	datasets	dataset	NOUN
ijassa-1513	923	10	were	be	AUX
ijassa-1513	923	11	identified	identify	VERB
ijassa-1513	923	12	in	in	ADP
ijassa-1513	923	13	the	the	DET
ijassa-1513	923	14	literature	literature	NOUN
ijassa-1513	923	15	review	review	NOUN
ijassa-1513	923	16	and	and	CCONJ
ijassa-1513	923	17	only	only	ADV
ijassa-1513	923	18	3	3	NUM
ijassa-1513	923	19	of	of	ADP
ijassa-1513	923	20	them	they	PRON
ijassa-1513	923	21	were	be	AUX
ijassa-1513	923	22	mentioned	mention	VERB
ijassa-1513	923	23	2	2	NUM
ijassa-1513	923	24	or	or	CCONJ
ijassa-1513	923	25	more	more	ADJ
ijassa-1513	923	26	times	time	NOUN
ijassa-1513	923	27	(	(	PUNCT
ijassa-1513	923	28	medline	medline	NOUN
ijassa-1513	923	29	,	,	PUNCT
ijassa-1513	923	30	ohsumed	ohsume	VERB
ijassa-1513	923	31	,	,	PUNCT
ijassa-1513	923	32	mimic	mimic	ADJ
ijassa-1513	923	33	-	-	PUNCT
ijassa-1513	923	34	iii	iii	NOUN
ijassa-1513	923	35	)	)	PUNCT
ijassa-1513	923	36	,	,	PUNCT
ijassa-1513	923	37	the	the	DET
ijassa-1513	923	38	remaining	remain	VERB
ijassa-1513	923	39	studies	study	NOUN
ijassa-1513	923	40	used	use	VERB
ijassa-1513	923	41	unique	unique	ADJ
ijassa-1513	923	42	datasets	dataset	NOUN
ijassa-1513	923	43	(	(	PUNCT
ijassa-1513	923	44	[	[	X
ijassa-1513	923	45	127	127	NUM
ijassa-1513	923	46	]	]	X
ijassa-1513	924	1	[	[	X
ijassa-1513	924	2	21	21	NUM
ijassa-1513	924	3	]	]	X
ijassa-1513	924	4	[	[	X
ijassa-1513	924	5	152	152	NUM
ijassa-1513	924	6	]	]	X
ijassa-1513	924	7	[	[	X
ijassa-1513	924	8	173	173	NUM
ijassa-1513	924	9	]	]	PUNCT
ijassa-1513	924	10	)	)	PUNCT
ijassa-1513	924	11	.	.	PUNCT
ijassa-1513	925	1	similarly	similarly	ADV
ijassa-1513	925	2	,	,	PUNCT
ijassa-1513	925	3	datasets	dataset	NOUN
ijassa-1513	925	4	like	like	ADP
ijassa-1513	925	5	eur	eur	ADJ
ijassa-1513	925	6	-	-	PUNCT
ijassa-1513	925	7	lex	lex	NOUN
ijassa-1513	925	8	find	find	VERB
ijassa-1513	925	9	their	their	PRON
ijassa-1513	925	10	niche	niche	NOUN
ijassa-1513	925	11	in	in	ADP
ijassa-1513	925	12	legal	legal	ADJ
ijassa-1513	925	13	domain	domain	NOUN
ijassa-1513	925	14	applications	application	NOUN
ijassa-1513	925	15	(	(	PUNCT
ijassa-1513	925	16	[	[	X
ijassa-1513	925	17	54	54	NUM
ijassa-1513	925	18	]	]	X
ijassa-1513	926	1	[	[	X
ijassa-1513	926	2	22	22	NUM
ijassa-1513	926	3	]	]	X
ijassa-1513	926	4	[	[	X
ijassa-1513	926	5	138	138	NUM
ijassa-1513	926	6	]	]	X
ijassa-1513	927	1	[	[	X
ijassa-1513	927	2	93	93	X
ijassa-1513	927	3	]	]	PUNCT
ijassa-1513	928	1	[	[	X
ijassa-1513	928	2	61	61	NUM
ijassa-1513	928	3	]	]	X
ijassa-1513	929	1	[	[	X
ijassa-1513	929	2	132	132	NUM
ijassa-1513	929	3	]	]	PUNCT
ijassa-1513	929	4	)	)	PUNCT
ijassa-1513	929	5	.	.	PUNCT
ijassa-1513	930	1	another	another	DET
ijassa-1513	930	2	noteworthy	noteworthy	ADJ
ijassa-1513	930	3	trend	trend	NOUN
ijassa-1513	930	4	is	be	AUX
ijassa-1513	930	5	the	the	DET
ijassa-1513	930	6	use	use	NOUN
ijassa-1513	930	7	of	of	ADP
ijassa-1513	930	8	question	question	NOUN
ijassa-1513	930	9	-	-	PUNCT
ijassa-1513	930	10	and	and	CCONJ
ijassa-1513	930	11	-	-	PUNCT
ijassa-1513	930	12	answer	answer	NOUN
ijassa-1513	930	13	datasets	dataset	NOUN
ijassa-1513	930	14	like	like	ADP
ijassa-1513	930	15	trec	trec	PROPN
ijassa-1513	930	16	and	and	CCONJ
ijassa-1513	930	17	yahoo	yahoo	PROPN
ijassa-1513	930	18	!	!	PUNCT
ijassa-1513	930	19	answers	answer	NOUN
ijassa-1513	930	20	,	,	PUNCT
ijassa-1513	930	21	featured	feature	VERB
ijassa-1513	930	22	in	in	ADP
ijassa-1513	930	23	10	10	NUM
ijassa-1513	930	24	out	out	ADP
ijassa-1513	930	25	of	of	ADP
ijassa-1513	930	26	110	110	NUM
ijassa-1513	930	27	sources	source	NOUN
ijassa-1513	930	28	,	,	PUNCT
ijassa-1513	930	29	particularly	particularly	ADV
ijassa-1513	930	30	for	for	ADP
ijassa-1513	930	31	multiclass	multiclass	ADJ
ijassa-1513	930	32	classification	classification	NOUN
ijassa-1513	930	33	,	,	PUNCT
ijassa-1513	930	34	which	which	PRON
ijassa-1513	930	35	often	often	ADV
ijassa-1513	930	36	includes	include	VERB
ijassa-1513	930	37	question	question	NOUN
ijassa-1513	930	38	categorization	categorization	NOUN
ijassa-1513	930	39	.	.	PUNCT
ijassa-1513	931	1	in	in	ADP
ijassa-1513	931	2	summary	summary	NOUN
ijassa-1513	931	3	,	,	PUNCT
ijassa-1513	931	4	while	while	SCONJ
ijassa-1513	931	5	popular	popular	ADJ
ijassa-1513	931	6	datasets	dataset	NOUN
ijassa-1513	931	7	in	in	ADP
ijassa-1513	931	8	news	news	NOUN
ijassa-1513	931	9	and	and	CCONJ
ijassa-1513	931	10	reviews	review	NOUN
ijassa-1513	931	11	remain	remain	VERB
ijassa-1513	931	12	at	at	ADP
ijassa-1513	931	13	the	the	DET
ijassa-1513	931	14	forefront	forefront	NOUN
ijassa-1513	931	15	of	of	ADP
ijassa-1513	931	16	text	text	NOUN
ijassa-1513	931	17	classification	classification	NOUN
ijassa-1513	931	18	research	research	NOUN
ijassa-1513	931	19	,	,	PUNCT
ijassa-1513	931	20	the	the	DET
ijassa-1513	931	21	emergence	emergence	NOUN
ijassa-1513	931	22	of	of	ADP
ijassa-1513	931	23	domain	domain	NOUN
ijassa-1513	931	24	-	-	PUNCT
ijassa-1513	931	25	specific	specific	ADJ
ijassa-1513	931	26	datasets	dataset	NOUN
ijassa-1513	931	27	and	and	CCONJ
ijassa-1513	931	28	specialized	specialized	ADJ
ijassa-1513	931	29	corpora	corpora	PROPN
ijassa-1513	931	30	highlights	highlight	NOUN
ijassa-1513	931	31	the	the	DET
ijassa-1513	931	32	evolving	evolve	VERB
ijassa-1513	931	33	landscape	landscape	NOUN
ijassa-1513	931	34	of	of	ADP
ijassa-1513	931	35	text	text	NOUN
ijassa-1513	931	36	classification	classification	NOUN
ijassa-1513	931	37	,	,	PUNCT
ijassa-1513	931	38	catering	cater	VERB
ijassa-1513	931	39	to	to	ADP
ijassa-1513	931	40	a	a	DET
ijassa-1513	931	41	broader	broad	ADJ
ijassa-1513	931	42	range	range	NOUN
ijassa-1513	931	43	of	of	ADP
ijassa-1513	931	44	applications	application	NOUN
ijassa-1513	931	45	and	and	CCONJ
ijassa-1513	931	46	research	research	NOUN
ijassa-1513	931	47	inquiries	inquiry	NOUN
ijassa-1513	931	48	.	.	PUNCT
ijassa-1513	932	1	6	6	X
ijassa-1513	932	2	.	.	X
ijassa-1513	932	3	conclusion	conclusion	NOUN
ijassa-1513	932	4	this	this	DET
ijassa-1513	932	5	paper	paper	NOUN
ijassa-1513	932	6	presents	present	VERB
ijassa-1513	932	7	a	a	DET
ijassa-1513	932	8	comprehensive	comprehensive	ADJ
ijassa-1513	932	9	literature	literature	NOUN
ijassa-1513	932	10	review	review	NOUN
ijassa-1513	932	11	spanning	span	VERB
ijassa-1513	932	12	the	the	DET
ijassa-1513	932	13	years	year	NOUN
ijassa-1513	932	14	2013	2013	NUM
ijassa-1513	932	15	to	to	ADP
ijassa-1513	932	16	2022	2022	NUM
ijassa-1513	932	17	,	,	PUNCT
ijassa-1513	932	18	focusing	focus	VERB
ijassa-1513	932	19	on	on	ADP
ijassa-1513	932	20	the	the	DET
ijassa-1513	932	21	technologies	technology	NOUN
ijassa-1513	932	22	and	and	CCONJ
ijassa-1513	932	23	datasets	dataset	NOUN
ijassa-1513	932	24	employed	employ	VERB
ijassa-1513	932	25	in	in	ADP
ijassa-1513	932	26	the	the	DET
ijassa-1513	932	27	field	field	NOUN
ijassa-1513	932	28	of	of	ADP
ijassa-1513	932	29	text	text	NOUN
ijassa-1513	932	30	classification	classification	NOUN
ijassa-1513	932	31	.	.	PUNCT
ijassa-1513	933	1	the	the	DET
ijassa-1513	933	2	review	review	NOUN
ijassa-1513	933	3	encompassed	encompass	VERB
ijassa-1513	933	4	a	a	DET
ijassa-1513	933	5	total	total	NOUN
ijassa-1513	933	6	of	of	ADP
ijassa-1513	933	7	110	110	NUM
ijassa-1513	933	8	sources	source	NOUN
ijassa-1513	933	9	,	,	PUNCT
ijassa-1513	933	10	all	all	PRON
ijassa-1513	933	11	of	of	ADP
ijassa-1513	933	12	which	which	PRON
ijassa-1513	933	13	contained	contain	VERB
ijassa-1513	933	14	experimental	experimental	ADJ
ijassa-1513	933	15	data	datum	NOUN
ijassa-1513	933	16	related	relate	VERB
ijassa-1513	933	17	to	to	ADP
ijassa-1513	933	18	text	text	NOUN
ijassa-1513	933	19	classification	classification	NOUN
ijassa-1513	933	20	processes	process	NOUN
ijassa-1513	933	21	.	.	PUNCT
ijassa-1513	934	1	the	the	DET
ijassa-1513	934	2	study	study	NOUN
ijassa-1513	934	3	emphasized	emphasize	VERB
ijassa-1513	934	4	three	three	NUM
ijassa-1513	934	5	fundamental	fundamental	ADJ
ijassa-1513	934	6	stages	stage	NOUN
ijassa-1513	934	7	in	in	ADP
ijassa-1513	934	8	text	text	NOUN
ijassa-1513	934	9	classification	classification	NOUN
ijassa-1513	934	10	:	:	PUNCT
ijassa-1513	934	11	data	datum	NOUN
ijassa-1513	934	12	preparation	preparation	NOUN
ijassa-1513	934	13	,	,	PUNCT
ijassa-1513	934	14	classifier	classifier	NOUN
ijassa-1513	934	15	training	training	NOUN
ijassa-1513	934	16	,	,	PUNCT
ijassa-1513	934	17	and	and	CCONJ
ijassa-1513	934	18	result	result	VERB
ijassa-1513	934	19	evaluation	evaluation	NOUN
ijassa-1513	934	20	.	.	PUNCT
ijassa-1513	935	1	detailed	detailed	ADJ
ijassa-1513	935	2	statistics	statistic	NOUN
ijassa-1513	935	3	were	be	AUX
ijassa-1513	935	4	compiled	compile	VERB
ijassa-1513	935	5	concerning	concern	VERB
ijassa-1513	935	6	the	the	DET
ijassa-1513	935	7	use	use	NOUN
ijassa-1513	935	8	of	of	ADP
ijassa-1513	935	9	text	text	NOUN
ijassa-1513	935	10	representation	representation	NOUN
ijassa-1513	935	11	and	and	CCONJ
ijassa-1513	935	12	feature	feature	NOUN
ijassa-1513	935	13	selection	selection	NOUN
ijassa-1513	935	14	algorithms	algorithm	NOUN
ijassa-1513	935	15	,	,	PUNCT
ijassa-1513	935	16	as	as	ADV
ijassa-1513	935	17	well	well	ADV
ijassa-1513	935	18	as	as	ADP
ijassa-1513	935	19	the	the	DET
ijassa-1513	935	20	various	various	ADJ
ijassa-1513	935	21	text	text	NOUN
ijassa-1513	935	22	classifiers	classifier	NOUN
ijassa-1513	935	23	adopted	adopt	VERB
ijassa-1513	935	24	by	by	ADP
ijassa-1513	935	25	researchers	researcher	NOUN
ijassa-1513	935	26	.	.	PUNCT
ijassa-1513	936	1	each	each	DET
ijassa-1513	936	2	technology	technology	NOUN
ijassa-1513	936	3	integrated	integrate	VERB
ijassa-1513	936	4	into	into	ADP
ijassa-1513	936	5	the	the	DET
ijassa-1513	936	6	classification	classification	NOUN
ijassa-1513	936	7	pipeline	pipeline	NOUN
ijassa-1513	936	8	was	be	AUX
ijassa-1513	936	9	meticulously	meticulously	ADV
ijassa-1513	936	10	examined	examine	VERB
ijassa-1513	936	11	within	within	ADP
ijassa-1513	936	12	its	its	PRON
ijassa-1513	936	13	respective	respective	ADJ
ijassa-1513	936	14	source	source	NOUN
ijassa-1513	936	15	.	.	PUNCT
ijassa-1513	937	1	additionally	additionally	ADV
ijassa-1513	937	2	,	,	PUNCT
ijassa-1513	937	3	significant	significant	ADJ
ijassa-1513	937	4	attention	attention	NOUN
ijassa-1513	937	5	was	be	AUX
ijassa-1513	937	6	dedicated	dedicate	VERB
ijassa-1513	937	7	to	to	ADP
ijassa-1513	937	8	analyzing	analyze	VERB
ijassa-1513	937	9	the	the	DET
ijassa-1513	937	10	diverse	diverse	ADJ
ijassa-1513	937	11	datasets	dataset	NOUN
ijassa-1513	937	12	utilized	utilize	VERB
ijassa-1513	937	13	for	for	ADP
ijassa-1513	937	14	text	text	NOUN
ijassa-1513	937	15	classification	classification	NOUN
ijassa-1513	937	16	,	,	PUNCT
ijassa-1513	937	17	with	with	ADP
ijassa-1513	937	18	a	a	DET
ijassa-1513	937	19	particular	particular	ADJ
ijassa-1513	937	20	emphasis	emphasis	NOUN
ijassa-1513	937	21	on	on	ADP
ijassa-1513	937	22	the	the	DET
ijassa-1513	937	23	less	less	ADV
ijassa-1513	937	24	frequently	frequently	ADV
ijassa-1513	937	25	employed	employ	VERB
ijassa-1513	937	26	ones	one	NOUN
ijassa-1513	937	27	.	.	PUNCT
ijassa-1513	938	1	one	one	NUM
ijassa-1513	938	2	prominent	prominent	ADJ
ijassa-1513	938	3	trend	trend	NOUN
ijassa-1513	938	4	gleaned	glean	VERB
ijassa-1513	938	5	from	from	ADP
ijassa-1513	938	6	this	this	DET
ijassa-1513	938	7	analysis	analysis	NOUN
ijassa-1513	938	8	is	be	AUX
ijassa-1513	938	9	the	the	DET
ijassa-1513	938	10	increasing	increase	VERB
ijassa-1513	938	11	prevalence	prevalence	NOUN
ijassa-1513	938	12	of	of	ADP
ijassa-1513	938	13	deep	deep	ADJ
ijassa-1513	938	14	learning	learning	NOUN
ijassa-1513	938	15	-	-	PUNCT
ijassa-1513	938	16	based	base	VERB
ijassa-1513	938	17	technologies	technology	NOUN
ijassa-1513	938	18	in	in	ADP
ijassa-1513	938	19	the	the	DET
ijassa-1513	938	20	field	field	NOUN
ijassa-1513	938	21	.	.	PUNCT
ijassa-1513	939	1	this	this	DET
ijassa-1513	939	2	study	study	NOUN
ijassa-1513	939	3	offers	offer	VERB
ijassa-1513	939	4	valuable	valuable	ADJ
ijassa-1513	939	5	insights	insight	NOUN
ijassa-1513	939	6	into	into	ADP
ijassa-1513	939	7	the	the	DET
ijassa-1513	939	8	evolving	evolve	VERB
ijassa-1513	939	9	landscape	landscape	NOUN
ijassa-1513	939	10	of	of	ADP
ijassa-1513	939	11	text	text	NOUN
ijassa-1513	939	12	classification	classification	NOUN
ijassa-1513	939	13	,	,	PUNCT
ijassa-1513	939	14	shedding	shed	VERB
ijassa-1513	939	15	light	light	NOUN
ijassa-1513	939	16	on	on	ADP
ijassa-1513	939	17	the	the	DET
ijassa-1513	939	18	diverse	diverse	ADJ
ijassa-1513	939	19	array	array	NOUN
ijassa-1513	939	20	of	of	ADP
ijassa-1513	939	21	technologies	technology	NOUN
ijassa-1513	939	22	,	,	PUNCT
ijassa-1513	939	23	approaches	approach	NOUN
ijassa-1513	939	24	,	,	PUNCT
ijassa-1513	939	25	and	and	CCONJ
ijassa-1513	939	26	datasets	dataset	NOUN
ijassa-1513	939	27	employed	employ	VERB
ijassa-1513	939	28	by	by	ADP
ijassa-1513	939	29	researchers	researcher	NOUN
ijassa-1513	939	30	.	.	PUNCT
ijassa-1513	940	1	references	reference	NOUN
ijassa-1513	940	2	1	1	NUM
ijassa-1513	940	3	.	.	PUNCT
ijassa-1513	940	4	abiodun	abiodun	PROPN
ijassa-1513	940	5	,	,	PUNCT
ijassa-1513	940	6	e.	e.	PROPN
ijassa-1513	940	7	o.	o.	PROPN
ijassa-1513	940	8	,	,	PUNCT
ijassa-1513	940	9	alabdulatif	alabdulatif	VERB
ijassa-1513	940	10	,	,	PUNCT
ijassa-1513	940	11	a.	a.	NOUN
ijassa-1513	940	12	,	,	PUNCT
ijassa-1513	940	13	abiodun	abiodun	PROPN
ijassa-1513	940	14	,	,	PUNCT
ijassa-1513	940	15	o.	o.	PROPN
ijassa-1513	940	16	i.	i.	PROPN
ijassa-1513	940	17	,	,	PUNCT
ijassa-1513	940	18	alawida	alawida	PROPN
ijassa-1513	940	19	,	,	PUNCT
ijassa-1513	940	20	m.	m.	NOUN
ijassa-1513	940	21	,	,	PUNCT
ijassa-1513	940	22	alabdulatif	alabdulatif	VERB
ijassa-1513	940	23	,	,	PUNCT
ijassa-1513	940	24	a.	a.	NOUN
ijassa-1513	940	25	,	,	PUNCT
ijassa-1513	940	26	et	et	PROPN
ijassa-1513	940	27	al	al	PROPN
ijassa-1513	940	28	.	.	PROPN
ijassa-1513	940	29	(	(	PUNCT
ijassa-1513	940	30	2021	2021	NUM
ijassa-1513	940	31	)	)	PUNCT
ijassa-1513	940	32	.	.	PUNCT
ijassa-1513	941	1	a	a	DET
ijassa-1513	941	2	systematic	systematic	ADJ
ijassa-1513	941	3	review	review	NOUN
ijassa-1513	941	4	of	of	ADP
ijassa-1513	941	5	emerging	emerge	VERB
ijassa-1513	941	6	feature	feature	NOUN
ijassa-1513	941	7	selection	selection	NOUN
ijassa-1513	941	8	optimization	optimization	NOUN
ijassa-1513	941	9	methods	method	NOUN
ijassa-1513	941	10	for	for	ADP
ijassa-1513	941	11	optimal	optimal	ADJ
ijassa-1513	941	12	text	text	NOUN
ijassa-1513	941	13	classification	classification	NOUN
ijassa-1513	941	14	:	:	PUNCT
ijassa-1513	941	15	the	the	DET
ijassa-1513	941	16	present	present	ADJ
ijassa-1513	941	17	state	state	NOUN
ijassa-1513	941	18	and	and	CCONJ
ijassa-1513	941	19	prospective	prospective	ADJ
ijassa-1513	941	20	opportunities	opportunity	NOUN
ijassa-1513	941	21	,	,	PUNCT
ijassa-1513	941	22	neural	neural	ADJ
ijassa-1513	941	23	text	text	NOUN
ijassa-1513	941	24	classification	classification	NOUN
ijassa-1513	941	25	technologies	technology	NOUN
ijassa-1513	941	26	in	in	ADP
ijassa-1513	941	27	document	document	NOUN
ijassa-1513	941	28	categorization	categorization	NOUN
ijassa-1513	941	29	systems	system	NOUN
ijassa-1513	941	30	.	.	PUNCT
ijassa-1513	942	1	a	a	DET
ijassa-1513	942	2	survey	survey	NOUN
ijassa-1513	942	3	153	153	NUM
ijassa-1513	942	4	copyright	copyright	NOUN
ijassa-1513	942	5	©	©	PROPN
ijassa-1513	942	6	2024	2024	NUM
ijassa-1513	942	7	assa	assa	NOUN
ijassa-1513	942	8	.	.	PUNCT
ijassa-1513	943	1	adv	adv	PROPN
ijassa-1513	943	2	.	.	PUNCT
ijassa-1513	944	1	in	in	ADP
ijassa-1513	944	2	systems	system	NOUN
ijassa-1513	944	3	science	science	NOUN
ijassa-1513	944	4	and	and	CCONJ
ijassa-1513	944	5	appl	appl	NOUN
ijassa-1513	944	6	.	.	PUNCT
ijassa-1513	945	1	(	(	PUNCT
ijassa-1513	945	2	2024	2024	NUM
ijassa-1513	945	3	)	)	PUNCT
ijassa-1513	945	4	computing	computing	NOUN
ijassa-1513	945	5	and	and	CCONJ
ijassa-1513	945	6	applications	application	NOUN
ijassa-1513	945	7	,	,	PUNCT
ijassa-1513	945	8	33(22	33(22	NUM
ijassa-1513	945	9	)	)	PUNCT
ijassa-1513	945	10	,	,	PUNCT
ijassa-1513	945	11	15091–15118	15091–15118	NUM
ijassa-1513	945	12	,	,	PUNCT
ijassa-1513	945	13	https://doi.org/10.1007/s00521-02106406-8	https://doi.org/10.1007/s00521-02106406-8	PROPN
ijassa-1513	945	14	2	2	NUM
ijassa-1513	945	15	.	.	PUNCT
ijassa-1513	946	1	adeleke	adeleke	VERB
ijassa-1513	946	2	,	,	PUNCT
ijassa-1513	946	3	a.	a.	NOUN
ijassa-1513	946	4	o.	o.	PROPN
ijassa-1513	946	5	,	,	PUNCT
ijassa-1513	946	6	samsudin	samsudin	PROPN
ijassa-1513	946	7	,	,	PUNCT
ijassa-1513	946	8	n.	n.	PROPN
ijassa-1513	946	9	a.	a.	PROPN
ijassa-1513	946	10	,	,	PUNCT
ijassa-1513	946	11	mustapha	mustapha	PROPN
ijassa-1513	946	12	,	,	PUNCT
ijassa-1513	946	13	a.	a.	PROPN
ijassa-1513	946	14	&	&	CCONJ
ijassa-1513	946	15	nawi	nawi	PROPN
ijassa-1513	946	16	,	,	PUNCT
ijassa-1513	946	17	n.	n.	PROPN
ijassa-1513	946	18	m.	m.	NOUN
ijassa-1513	946	19	(	(	PUNCT
ijassa-1513	946	20	2017	2017	NUM
ijassa-1513	946	21	)	)	PUNCT
ijassa-1513	946	22	.	.	PUNCT
ijassa-1513	947	1	comparative	comparative	ADJ
ijassa-1513	947	2	analysis	analysis	NOUN
ijassa-1513	947	3	of	of	ADP
ijassa-1513	947	4	text	text	NOUN
ijassa-1513	947	5	classification	classification	NOUN
ijassa-1513	947	6	algorithms	algorithm	NOUN
ijassa-1513	947	7	for	for	ADP
ijassa-1513	947	8	automated	automate	VERB
ijassa-1513	947	9	labelling	labelling	NOUN
ijassa-1513	947	10	of	of	ADP
ijassa-1513	947	11	quranic	quranic	PROPN
ijassa-1513	947	12	verses	verse	NOUN
ijassa-1513	947	13	,	,	PUNCT
ijassa-1513	947	14	international	international	ADJ
ijassa-1513	947	15	journal	journal	NOUN
ijassa-1513	947	16	on	on	ADP
ijassa-1513	947	17	advanced	advanced	ADJ
ijassa-1513	947	18	science	science	NOUN
ijassa-1513	947	19	,	,	PUNCT
ijassa-1513	947	20	engineering	engineering	NOUN
ijassa-1513	947	21	and	and	CCONJ
ijassa-1513	947	22	information	information	NOUN
ijassa-1513	947	23	technology	technology	NOUN
ijassa-1513	947	24	,	,	PUNCT
ijassa-1513	947	25	7(4	7(4	NUM
ijassa-1513	947	26	)	)	PUNCT
ijassa-1513	947	27	,	,	PUNCT
ijassa-1513	947	28	https://doi.org/10.18517/ijaseit.7.4.2198	https://doi.org/10.18517/ijaseit.7.4.2198	NOUN
ijassa-1513	947	29	3	3	NUM
ijassa-1513	947	30	.	.	PUNCT
ijassa-1513	947	31	agnihotri	agnihotri	PROPN
ijassa-1513	947	32	,	,	PUNCT
ijassa-1513	947	33	d.	d.	PROPN
ijassa-1513	947	34	,	,	PUNCT
ijassa-1513	947	35	verma	verma	PROPN
ijassa-1513	947	36	,	,	PUNCT
ijassa-1513	947	37	k.	k.	PROPN
ijassa-1513	947	38	&	&	CCONJ
ijassa-1513	947	39	tripathi	tripathi	PROPN
ijassa-1513	947	40	,	,	PUNCT
ijassa-1513	947	41	p.	p.	NOUN
ijassa-1513	947	42	(	(	PUNCT
ijassa-1513	947	43	2018	2018	NUM
ijassa-1513	947	44	)	)	PUNCT
ijassa-1513	947	45	.	.	PUNCT
ijassa-1513	948	1	an	an	DET
ijassa-1513	948	2	automatic	automatic	ADJ
ijassa-1513	948	3	classification	classification	NOUN
ijassa-1513	948	4	of	of	ADP
ijassa-1513	948	5	text	text	NOUN
ijassa-1513	948	6	documents	document	NOUN
ijassa-1513	948	7	based	base	VERB
ijassa-1513	948	8	on	on	ADP
ijassa-1513	948	9	correlative	correlative	ADJ
ijassa-1513	948	10	association	association	NOUN
ijassa-1513	948	11	of	of	ADP
ijassa-1513	948	12	words	word	NOUN
ijassa-1513	948	13	,	,	PUNCT
ijassa-1513	948	14	journal	journal	NOUN
ijassa-1513	948	15	of	of	ADP
ijassa-1513	948	16	intelligent	intelligent	ADJ
ijassa-1513	948	17	information	information	NOUN
ijassa-1513	948	18	systems	system	NOUN
ijassa-1513	948	19	,	,	PUNCT
ijassa-1513	948	20	50(3	50(3	NUM
ijassa-1513	948	21	)	)	PUNCT
ijassa-1513	948	22	,	,	PUNCT
ijassa-1513	948	23	https://doi.org/10.1007/s10844-017-0482-3	https://doi.org/10.1007/s10844-017-0482-3	NUM
ijassa-1513	948	24	4	4	NUM
ijassa-1513	948	25	.	.	PUNCT
ijassa-1513	949	1	aitken	aitken	PROPN
ijassa-1513	949	2	,	,	PUNCT
ijassa-1513	949	3	k.	k.	PROPN
ijassa-1513	949	4	,	,	PUNCT
ijassa-1513	949	5	ramasesh	ramasesh	ADJ
ijassa-1513	949	6	,	,	PUNCT
ijassa-1513	949	7	v.	v.	PROPN
ijassa-1513	949	8	v.	v.	ADP
ijassa-1513	949	9	,	,	PUNCT
ijassa-1513	949	10	garg	garg	NOUN
ijassa-1513	949	11	,	,	PUNCT
ijassa-1513	949	12	a.	a.	PROPN
ijassa-1513	949	13	,	,	PUNCT
ijassa-1513	949	14	cao	cao	PROPN
ijassa-1513	949	15	,	,	PUNCT
ijassa-1513	949	16	y.	y.	PROPN
ijassa-1513	949	17	,	,	PUNCT
ijassa-1513	949	18	sussillo	sussillo	PROPN
ijassa-1513	949	19	,	,	PUNCT
ijassa-1513	949	20	d.	d.	PROPN
ijassa-1513	949	21	,	,	PUNCT
ijassa-1513	949	22	et	et	PROPN
ijassa-1513	949	23	al	al	PROPN
ijassa-1513	949	24	.	.	PROPN
ijassa-1513	949	25	(	(	PUNCT
ijassa-1513	949	26	2021	2021	NUM
ijassa-1513	949	27	)	)	PUNCT
ijassa-1513	949	28	.	.	PUNCT
ijassa-1513	950	1	the	the	DET
ijassa-1513	950	2	geometry	geometry	NOUN
ijassa-1513	950	3	of	of	ADP
ijassa-1513	950	4	integration	integration	NOUN
ijassa-1513	950	5	in	in	ADP
ijassa-1513	950	6	text	text	NOUN
ijassa-1513	950	7	classification	classification	NOUN
ijassa-1513	950	8	rnns	rnn	NOUN
ijassa-1513	950	9	,	,	PUNCT
ijassa-1513	950	10	proc	proc	NOUN
ijassa-1513	950	11	.	.	PUNCT
ijassa-1513	950	12	of	of	ADP
ijassa-1513	950	13	9th	9th	ADJ
ijassa-1513	950	14	international	international	ADJ
ijassa-1513	950	15	conference	conference	NOUN
ijassa-1513	950	16	on	on	ADP
ijassa-1513	950	17	learning	learn	VERB
ijassa-1513	950	18	representations	representation	NOUN
ijassa-1513	950	19	(	(	PUNCT
ijassa-1513	950	20	iclr	iclr	NOUN
ijassa-1513	950	21	2021	2021	NUM
ijassa-1513	950	22	)	)	PUNCT
ijassa-1513	950	23	(	(	PUNCT
ijassa-1513	950	24	online	online	NOUN
ijassa-1513	950	25	)	)	PUNCT
ijassa-1513	950	26	.	.	PUNCT
ijassa-1513	951	1	5	5	X
ijassa-1513	951	2	.	.	X
ijassa-1513	951	3	akhter	akhter	NOUN
ijassa-1513	951	4	,	,	PUNCT
ijassa-1513	951	5	m.	m.	PROPN
ijassa-1513	951	6	p.	p.	PROPN
ijassa-1513	951	7	,	,	PUNCT
ijassa-1513	951	8	jiangbin	jiangbin	PROPN
ijassa-1513	951	9	,	,	PUNCT
ijassa-1513	951	10	z.	z.	PROPN
ijassa-1513	951	11	,	,	PUNCT
ijassa-1513	951	12	naqvi	naqvi	NOUN
ijassa-1513	951	13	,	,	PUNCT
ijassa-1513	951	14	i.	i.	PROPN
ijassa-1513	951	15	r.	r.	PROPN
ijassa-1513	951	16	,	,	PUNCT
ijassa-1513	951	17	abdelmajeed	abdelmajeed	NOUN
ijassa-1513	951	18	,	,	PUNCT
ijassa-1513	951	19	m.	m.	NOUN
ijassa-1513	951	20	,	,	PUNCT
ijassa-1513	951	21	mehmood	mehmood	PROPN
ijassa-1513	951	22	,	,	PUNCT
ijassa-1513	951	23	a.	a.	PROPN
ijassa-1513	951	24	,	,	PUNCT
ijassa-1513	951	25	et	et	PROPN
ijassa-1513	951	26	al	al	PROPN
ijassa-1513	951	27	.	.	PROPN
ijassa-1513	951	28	(	(	PUNCT
ijassa-1513	951	29	2020	2020	NUM
ijassa-1513	951	30	)	)	PUNCT
ijassa-1513	951	31	.	.	PUNCT
ijassa-1513	952	1	document	document	NOUN
ijassa-1513	952	2	-	-	PUNCT
ijassa-1513	952	3	level	level	NOUN
ijassa-1513	952	4	text	text	NOUN
ijassa-1513	952	5	classification	classification	NOUN
ijassa-1513	952	6	using	use	VERB
ijassa-1513	952	7	single	single	ADJ
ijassa-1513	952	8	-	-	PUNCT
ijassa-1513	952	9	layer	layer	NOUN
ijassa-1513	952	10	multisize	multisize	NOUN
ijassa-1513	952	11	filters	filter	VERB
ijassa-1513	952	12	convolutional	convolutional	ADJ
ijassa-1513	952	13	neural	neural	ADJ
ijassa-1513	952	14	network	network	NOUN
ijassa-1513	952	15	,	,	PUNCT
ijassa-1513	952	16	ieee	ieee	NOUN
ijassa-1513	952	17	access	access	NOUN
ijassa-1513	952	18	,	,	PUNCT
ijassa-1513	952	19	8	8	NUM
ijassa-1513	952	20	,	,	PUNCT
ijassa-1513	952	21	42689–42707	42689–42707	NUM
ijassa-1513	952	22	,	,	PUNCT
ijassa-1513	952	23	https://doi.org/10.1109/	https://doi.org/10.1109/	PROPN
ijassa-1513	952	24	access.2020.2976744	access.2020.2976744	VERB
ijassa-1513	952	25	6	6	NUM
ijassa-1513	952	26	.	.	PUNCT
ijassa-1513	953	1	al	al	PROPN
ijassa-1513	953	2	-	-	PUNCT
ijassa-1513	953	3	tahrawi	tahrawi	PROPN
ijassa-1513	953	4	,	,	PUNCT
ijassa-1513	953	5	m.	m.	NOUN
ijassa-1513	953	6	m.	m.	PROPN
ijassa-1513	953	7	&	&	CCONJ
ijassa-1513	953	8	al	al	PROPN
ijassa-1513	953	9	-	-	PUNCT
ijassa-1513	953	10	khatib	khatib	PROPN
ijassa-1513	953	11	,	,	PUNCT
ijassa-1513	953	12	s.	s.	PROPN
ijassa-1513	953	13	n.	n.	PROPN
ijassa-1513	953	14	(	(	PUNCT
ijassa-1513	953	15	2015	2015	NUM
ijassa-1513	953	16	)	)	PUNCT
ijassa-1513	953	17	.	.	PUNCT
ijassa-1513	954	1	arabic	arabic	ADJ
ijassa-1513	954	2	text	text	NOUN
ijassa-1513	954	3	classification	classification	NOUN
ijassa-1513	954	4	using	use	VERB
ijassa-1513	954	5	polynomial	polynomial	ADJ
ijassa-1513	954	6	networks	network	NOUN
ijassa-1513	954	7	,	,	PUNCT
ijassa-1513	954	8	journal	journal	NOUN
ijassa-1513	954	9	of	of	ADP
ijassa-1513	954	10	king	king	PROPN
ijassa-1513	954	11	saud	saud	PROPN
ijassa-1513	954	12	university	university	PROPN
ijassa-1513	954	13	–	–	PUNCT
ijassa-1513	954	14	computer	computer	NOUN
ijassa-1513	954	15	and	and	CCONJ
ijassa-1513	954	16	information	information	NOUN
ijassa-1513	954	17	sciences	science	NOUN
ijassa-1513	954	18	,	,	PUNCT
ijassa-1513	954	19	27(4	27(4	PROPN
ijassa-1513	954	20	)	)	PUNCT
ijassa-1513	954	21	,	,	PUNCT
ijassa-1513	954	22	https://doi.org/10.1016/j.jksuci.2015.02.003	https://doi.org/10.1016/j.jksuci.2015.02.003	NOUN
ijassa-1513	954	23	7	7	NUM
ijassa-1513	954	24	.	.	PUNCT
ijassa-1513	955	1	allahyari	allahyari	PROPN
ijassa-1513	955	2	,	,	PUNCT
ijassa-1513	955	3	m.	m.	NOUN
ijassa-1513	955	4	,	,	PUNCT
ijassa-1513	955	5	pouriyeh	pouriyeh	PROPN
ijassa-1513	955	6	,	,	PUNCT
ijassa-1513	955	7	s.	s.	PROPN
ijassa-1513	955	8	,	,	PUNCT
ijassa-1513	955	9	assefi	assefi	PROPN
ijassa-1513	955	10	,	,	PUNCT
ijassa-1513	955	11	m.	m.	NOUN
ijassa-1513	955	12	,	,	PUNCT
ijassa-1513	955	13	safaei	safaei	NOUN
ijassa-1513	955	14	,	,	PUNCT
ijassa-1513	955	15	s.	s.	PROPN
ijassa-1513	955	16	,	,	PUNCT
ijassa-1513	955	17	trippe	trippe	PROPN
ijassa-1513	955	18	,	,	PUNCT
ijassa-1513	955	19	e.	e.	PROPN
ijassa-1513	955	20	d.	d.	PROPN
ijassa-1513	955	21	,	,	PUNCT
ijassa-1513	955	22	et	et	PROPN
ijassa-1513	955	23	al	al	PROPN
ijassa-1513	955	24	.	.	PUNCT
ijassa-1513	956	1	(	(	PUNCT
ijassa-1513	956	2	2017	2017	NUM
ijassa-1513	956	3	)	)	PUNCT
ijassa-1513	956	4	.	.	PUNCT
ijassa-1513	957	1	a	a	DET
ijassa-1513	957	2	brief	brief	ADJ
ijassa-1513	957	3	survey	survey	NOUN
ijassa-1513	957	4	of	of	ADP
ijassa-1513	957	5	text	text	NOUN
ijassa-1513	957	6	mining	mining	NOUN
ijassa-1513	957	7	:	:	PUNCT
ijassa-1513	957	8	classification	classification	NOUN
ijassa-1513	957	9	,	,	PUNCT
ijassa-1513	957	10	clustering	clustering	NOUN
ijassa-1513	957	11	and	and	CCONJ
ijassa-1513	957	12	extraction	extraction	NOUN
ijassa-1513	957	13	techniques	technique	NOUN
ijassa-1513	957	14	.	.	PUNCT
ijassa-1513	958	1	arxiv	arxiv	NOUN
ijassa-1513	958	2	:	:	PUNCT
ijassa-1513	958	3	1707.02919v2	1707.02919v2	NUM
ijassa-1513	958	4	,	,	PUNCT
ijassa-1513	958	5	[	[	X
ijassa-1513	958	6	online	online	X
ijassa-1513	958	7	]	]	X
ijassa-1513	958	8	.	.	PUNCT
ijassa-1513	959	1	available	available	ADJ
ijassa-1513	959	2	:	:	PUNCT
ijassa-1513	960	1	https://arxiv.org/abs/1707.02919v2	https://arxiv.org/abs/1707.02919v2	NOUN
ijassa-1513	960	2	8	8	NUM
ijassa-1513	960	3	.	.	PUNCT
ijassa-1513	961	1	an	an	DET
ijassa-1513	961	2	,	,	PUNCT
ijassa-1513	961	3	b.	b.	PROPN
ijassa-1513	961	4	,	,	PUNCT
ijassa-1513	961	5	wu	wu	PROPN
ijassa-1513	961	6	,	,	PUNCT
ijassa-1513	961	7	w.	w.	PROPN
ijassa-1513	961	8	&	&	CCONJ
ijassa-1513	961	9	han	han	PROPN
ijassa-1513	961	10	,	,	PUNCT
ijassa-1513	961	11	h.	h.	PROPN
ijassa-1513	961	12	(	(	PUNCT
ijassa-1513	961	13	2018	2018	NUM
ijassa-1513	961	14	)	)	PUNCT
ijassa-1513	961	15	.	.	PUNCT
ijassa-1513	962	1	deep	deep	ADJ
ijassa-1513	962	2	active	active	ADJ
ijassa-1513	962	3	learning	learning	NOUN
ijassa-1513	962	4	for	for	ADP
ijassa-1513	962	5	text	text	NOUN
ijassa-1513	962	6	classification	classification	NOUN
ijassa-1513	962	7	,	,	PUNCT
ijassa-1513	962	8	proc	proc	NOUN
ijassa-1513	962	9	.	.	PUNCT
ijassa-1513	963	1	of	of	ADP
ijassa-1513	963	2	2nd	2nd	ADJ
ijassa-1513	963	3	international	international	ADJ
ijassa-1513	963	4	conference	conference	NOUN
ijassa-1513	963	5	on	on	ADP
ijassa-1513	963	6	vision	vision	NOUN
ijassa-1513	963	7	,	,	PUNCT
ijassa-1513	963	8	image	image	NOUN
ijassa-1513	963	9	and	and	CCONJ
ijassa-1513	963	10	signal	signal	NOUN
ijassa-1513	963	11	processing	processing	NOUN
ijassa-1513	963	12	(	(	PUNCT
ijassa-1513	963	13	icvisp	icvisp	ADJ
ijassa-1513	963	14	2018	2018	NUM
ijassa-1513	963	15	)	)	PUNCT
ijassa-1513	963	16	(	(	PUNCT
ijassa-1513	963	17	new	new	PROPN
ijassa-1513	963	18	york	york	PROPN
ijassa-1513	963	19	,	,	PUNCT
ijassa-1513	963	20	ny	ny	PROPN
ijassa-1513	963	21	)	)	PUNCT
ijassa-1513	963	22	,	,	PUNCT
ijassa-1513	963	23	1–6	1–6	NUM
ijassa-1513	963	24	,	,	PUNCT
ijassa-1513	963	25	https://doi.org/10.1145/3271553.3271578	https://doi.org/10.1145/3271553.3271578	X
ijassa-1513	963	26	9	9	NUM
ijassa-1513	963	27	.	.	X
ijassa-1513	963	28	auer	auer	NOUN
ijassa-1513	963	29	,	,	PUNCT
ijassa-1513	963	30	s.	s.	PROPN
ijassa-1513	963	31	,	,	PUNCT
ijassa-1513	963	32	bizer	bizer	NOUN
ijassa-1513	963	33	,	,	PUNCT
ijassa-1513	963	34	c.	c.	NOUN
ijassa-1513	963	35	,	,	PUNCT
ijassa-1513	963	36	kobilarov	kobilarov	PROPN
ijassa-1513	963	37	,	,	PUNCT
ijassa-1513	963	38	g.	g.	PROPN
ijassa-1513	963	39	,	,	PUNCT
ijassa-1513	963	40	lehmann	lehmann	PROPN
ijassa-1513	963	41	,	,	PUNCT
ijassa-1513	963	42	j.	j.	PROPN
ijassa-1513	963	43	,	,	PUNCT
ijassa-1513	963	44	cyganiak	cyganiak	PROPN
ijassa-1513	963	45	,	,	PUNCT
ijassa-1513	963	46	r.	r.	PROPN
ijassa-1513	963	47	,	,	PUNCT
ijassa-1513	963	48	et	et	PROPN
ijassa-1513	963	49	al	al	PROPN
ijassa-1513	963	50	.	.	PUNCT
ijassa-1513	964	1	(	(	PUNCT
ijassa-1513	964	2	2007	2007	NUM
ijassa-1513	964	3	)	)	PUNCT
ijassa-1513	964	4	.	.	PUNCT
ijassa-1513	965	1	dbpedia	dbpedia	PROPN
ijassa-1513	965	2	:	:	PUNCT
ijassa-1513	965	3	a	a	DET
ijassa-1513	965	4	nucleus	nucleus	NOUN
ijassa-1513	965	5	for	for	ADP
ijassa-1513	965	6	a	a	DET
ijassa-1513	965	7	web	web	NOUN
ijassa-1513	965	8	of	of	ADP
ijassa-1513	965	9	open	open	ADJ
ijassa-1513	965	10	data	datum	NOUN
ijassa-1513	965	11	,	,	PUNCT
ijassa-1513	965	12	lecture	lecture	NOUN
ijassa-1513	965	13	notes	note	NOUN
ijassa-1513	965	14	in	in	ADP
ijassa-1513	965	15	computer	computer	NOUN
ijassa-1513	965	16	science	science	NOUN
ijassa-1513	965	17	(	(	PUNCT
ijassa-1513	965	18	including	include	VERB
ijassa-1513	965	19	subseries	subserie	NOUN
ijassa-1513	965	20	lecture	lecture	VERB
ijassa-1513	965	21	notes	note	NOUN
ijassa-1513	965	22	in	in	ADP
ijassa-1513	965	23	artificial	artificial	ADJ
ijassa-1513	965	24	intelligence	intelligence	NOUN
ijassa-1513	965	25	and	and	CCONJ
ijassa-1513	965	26	lecture	lecture	NOUN
ijassa-1513	965	27	notes	note	NOUN
ijassa-1513	965	28	in	in	ADP
ijassa-1513	965	29	bioinformatics	bioinformatics	NOUN
ijassa-1513	965	30	)	)	PUNCT
ijassa-1513	965	31	,	,	PUNCT
ijassa-1513	965	32	4825	4825	NUM
ijassa-1513	965	33	lncs	lnc	NOUN
ijassa-1513	965	34	,	,	PUNCT
ijassa-1513	965	35	722–735	722–735	NUM
ijassa-1513	965	36	,	,	PUNCT
ijassa-1513	965	37	https://doi.org/10.1007/978-3-540-76298-0_52/cover	https://doi.org/10.1007/978-3-540-76298-0_52/cover	ADJ
ijassa-1513	965	38	10	10	NUM
ijassa-1513	965	39	.	.	PUNCT
ijassa-1513	966	1	baker	baker	PROPN
ijassa-1513	966	2	,	,	PUNCT
ijassa-1513	966	3	s.	s.	PROPN
ijassa-1513	966	4	&	&	CCONJ
ijassa-1513	966	5	korhonen	korhonen	PROPN
ijassa-1513	966	6	,	,	PUNCT
ijassa-1513	966	7	a.	a.	NOUN
ijassa-1513	966	8	(	(	PUNCT
ijassa-1513	966	9	2017	2017	NUM
ijassa-1513	966	10	)	)	PUNCT
ijassa-1513	966	11	.	.	PUNCT
ijassa-1513	967	1	initializing	initialize	VERB
ijassa-1513	967	2	neural	neural	ADJ
ijassa-1513	967	3	networks	network	NOUN
ijassa-1513	967	4	for	for	ADP
ijassa-1513	967	5	hierarchical	hierarchical	ADJ
ijassa-1513	967	6	multilabel	multilabel	NOUN
ijassa-1513	967	7	text	text	NOUN
ijassa-1513	967	8	classification	classification	NOUN
ijassa-1513	967	9	,	,	PUNCT
ijassa-1513	967	10	proc	proc	NOUN
ijassa-1513	967	11	.	.	PUNCT
ijassa-1513	968	1	of	of	ADP
ijassa-1513	968	2	sigbiomed	sigbiome	VERB
ijassa-1513	968	3	workshop	workshop	NOUN
ijassa-1513	968	4	on	on	ADP
ijassa-1513	968	5	biomedical	biomedical	ADJ
ijassa-1513	968	6	natural	natural	ADJ
ijassa-1513	968	7	language	language	NOUN
ijassa-1513	968	8	processing	processing	NOUN
ijassa-1513	968	9	(	(	PUNCT
ijassa-1513	968	10	bionlp	bionlp	ADJ
ijassa-1513	968	11	2017	2017	NUM
ijassa-1513	968	12	)	)	PUNCT
ijassa-1513	968	13	(	(	PUNCT
ijassa-1513	968	14	vancouver	vancouver	PROPN
ijassa-1513	968	15	,	,	PUNCT
ijassa-1513	968	16	canada	canada	PROPN
ijassa-1513	968	17	)	)	PUNCT
ijassa-1513	968	18	,	,	PUNCT
ijassa-1513	968	19	https://doi.org/10.18653/v1/w17-2339	https://doi.org/10.18653/v1/w17-2339	ADJ
ijassa-1513	968	20	11	11	NUM
ijassa-1513	968	21	.	.	PUNCT
ijassa-1513	969	1	baker	baker	PROPN
ijassa-1513	969	2	,	,	PUNCT
ijassa-1513	969	3	s.	s.	PROPN
ijassa-1513	969	4	,	,	PUNCT
ijassa-1513	969	5	korhonen	korhonen	PROPN
ijassa-1513	969	6	,	,	PUNCT
ijassa-1513	969	7	a.	a.	PROPN
ijassa-1513	969	8	&	&	CCONJ
ijassa-1513	969	9	pyysalo	pyysalo	PROPN
ijassa-1513	969	10	,	,	PUNCT
ijassa-1513	969	11	s.	s.	PROPN
ijassa-1513	969	12	(	(	PUNCT
ijassa-1513	969	13	2016	2016	NUM
ijassa-1513	969	14	)	)	PUNCT
ijassa-1513	969	15	.	.	PUNCT
ijassa-1513	970	1	cancer	cancer	NOUN
ijassa-1513	970	2	hallmark	hallmark	ADJ
ijassa-1513	970	3	text	text	NOUN
ijassa-1513	970	4	classification	classification	NOUN
ijassa-1513	970	5	using	use	VERB
ijassa-1513	970	6	convolutional	convolutional	ADJ
ijassa-1513	970	7	neural	neural	ADJ
ijassa-1513	970	8	networks	network	NOUN
ijassa-1513	970	9	,	,	PUNCT
ijassa-1513	970	10	proc	proc	NOUN
ijassa-1513	970	11	.	.	PUNCT
ijassa-1513	971	1	of	of	ADP
ijassa-1513	971	2	the	the	DET
ijassa-1513	971	3	fifth	fifth	ADJ
ijassa-1513	971	4	workshop	workshop	NOUN
ijassa-1513	971	5	on	on	ADP
ijassa-1513	971	6	building	building	NOUN
ijassa-1513	971	7	and	and	CCONJ
ijassa-1513	971	8	evaluating	evaluate	VERB
ijassa-1513	971	9	resources	resource	NOUN
ijassa-1513	971	10	for	for	ADP
ijassa-1513	971	11	biomedical	biomedical	ADJ
ijassa-1513	971	12	text	text	NOUN
ijassa-1513	971	13	mining	mining	NOUN
ijassa-1513	971	14	(	(	PUNCT
ijassa-1513	971	15	biotxtm2016	biotxtm2016	PROPN
ijassa-1513	971	16	)	)	PUNCT
ijassa-1513	971	17	(	(	PUNCT
ijassa-1513	971	18	osaka	osaka	PROPN
ijassa-1513	971	19	,	,	PUNCT
ijassa-1513	971	20	japan	japan	PROPN
ijassa-1513	971	21	)	)	PUNCT
ijassa-1513	971	22	.	.	PUNCT
ijassa-1513	972	1	12	12	NUM
ijassa-1513	972	2	.	.	PUNCT
ijassa-1513	972	3	banchs	banchs	PROPN
ijassa-1513	972	4	,	,	PUNCT
ijassa-1513	972	5	r.	r.	PROPN
ijassa-1513	972	6	e.	e.	PROPN
ijassa-1513	972	7	(	(	PUNCT
ijassa-1513	972	8	2021	2021	NUM
ijassa-1513	972	9	)	)	PUNCT
ijassa-1513	972	10	.	.	PUNCT
ijassa-1513	973	1	document	document	NOUN
ijassa-1513	973	2	categorization	categorization	NOUN
ijassa-1513	973	3	.	.	PUNCT
ijassa-1513	974	1	text	text	NOUN
ijassa-1513	974	2	mining	mining	NOUN
ijassa-1513	974	3	with	with	ADP
ijassa-1513	974	4	matlab	matlab	PROPN
ijassa-1513	974	5	®	®	NOUN
ijassa-1513	974	6	,	,	PUNCT
ijassa-1513	974	7	281	281	NUM
ijassa-1513	974	8	–	–	PUNCT
ijassa-1513	974	9	325	325	NUM
ijassa-1513	974	10	.	.	PUNCT
ijassa-1513	975	1	https://doi.org/10.1007/978-3-030-87695-1_11	https://doi.org/10.1007/978-3-030-87695-1_11	VERB
ijassa-1513	975	2	13	13	NUM
ijassa-1513	975	3	.	.	PUNCT
ijassa-1513	975	4	bangyal	bangyal	PROPN
ijassa-1513	975	5	,	,	PUNCT
ijassa-1513	975	6	w.	w.	PROPN
ijassa-1513	975	7	h.	h.	PROPN
ijassa-1513	975	8	,	,	PUNCT
ijassa-1513	975	9	qasim	qasim	PROPN
ijassa-1513	975	10	,	,	PUNCT
ijassa-1513	975	11	r.	r.	PROPN
ijassa-1513	975	12	,	,	PUNCT
ijassa-1513	975	13	rehman	rehman	PROPN
ijassa-1513	975	14	,	,	PUNCT
ijassa-1513	975	15	n.	n.	PROPN
ijassa-1513	975	16	u.	u.	PROPN
ijassa-1513	975	17	,	,	PUNCT
ijassa-1513	975	18	ahmad	ahmad	PROPN
ijassa-1513	975	19	,	,	PUNCT
ijassa-1513	975	20	z.	z.	PROPN
ijassa-1513	975	21	,	,	PUNCT
ijassa-1513	975	22	dar	dar	PROPN
ijassa-1513	975	23	,	,	PUNCT
ijassa-1513	975	24	h.	h.	PROPN
ijassa-1513	975	25	,	,	PUNCT
ijassa-1513	975	26	et	et	PROPN
ijassa-1513	975	27	al	al	PROPN
ijassa-1513	975	28	.	.	PROPN
ijassa-1513	975	29	(	(	PUNCT
ijassa-1513	975	30	2021	2021	NUM
ijassa-1513	975	31	)	)	PUNCT
ijassa-1513	975	32	.	.	PUNCT
ijassa-1513	976	1	detection	detection	NOUN
ijassa-1513	976	2	of	of	ADP
ijassa-1513	976	3	fake	fake	ADJ
ijassa-1513	976	4	news	news	NOUN
ijassa-1513	976	5	text	text	NOUN
ijassa-1513	976	6	classification	classification	NOUN
ijassa-1513	976	7	on	on	ADP
ijassa-1513	976	8	covid-19	covid-19	PROPN
ijassa-1513	976	9	using	use	VERB
ijassa-1513	976	10	deep	deep	ADJ
ijassa-1513	976	11	learning	learning	NOUN
ijassa-1513	976	12	approaches	approach	NOUN
ijassa-1513	976	13	,	,	PUNCT
ijassa-1513	976	14	computational	computational	ADJ
ijassa-1513	976	15	and	and	CCONJ
ijassa-1513	976	16	mathematical	mathematical	ADJ
ijassa-1513	976	17	methods	method	NOUN
ijassa-1513	976	18	in	in	ADP
ijassa-1513	976	19	medicine	medicine	NOUN
ijassa-1513	976	20	,	,	PUNCT
ijassa-1513	976	21	2021	2021	NUM
ijassa-1513	976	22	,	,	PUNCT
ijassa-1513	976	23	https://doi.org/10.1155/2021/5514220	https://doi.org/10.1155/2021/5514220	PROPN
ijassa-1513	976	24	14	14	NUM
ijassa-1513	976	25	.	.	PUNCT
ijassa-1513	977	1	belkarkor	belkarkor	PROPN
ijassa-1513	977	2	,	,	PUNCT
ijassa-1513	977	3	s.	s.	PROPN
ijassa-1513	977	4	,	,	PUNCT
ijassa-1513	977	5	hafidi	hafidi	PROPN
ijassa-1513	977	6	,	,	PUNCT
ijassa-1513	977	7	i.	i.	PROPN
ijassa-1513	977	8	&	&	CCONJ
ijassa-1513	977	9	nachaoui	nachaoui	PROPN
ijassa-1513	977	10	,	,	PUNCT
ijassa-1513	977	11	m.	m.	NOUN
ijassa-1513	977	12	(	(	PUNCT
ijassa-1513	977	13	2023	2023	NUM
ijassa-1513	977	14	)	)	PUNCT
ijassa-1513	977	15	.	.	PUNCT
ijassa-1513	978	1	feature	feature	NOUN
ijassa-1513	978	2	selection	selection	NOUN
ijassa-1513	978	3	for	for	ADP
ijassa-1513	978	4	text	text	NOUN
ijassa-1513	978	5	classification	classification	NOUN
ijassa-1513	978	6	using	use	VERB
ijassa-1513	978	7	genetic	genetic	ADJ
ijassa-1513	978	8	algorithm	algorithm	NOUN
ijassa-1513	978	9	,	,	PUNCT
ijassa-1513	978	10	lecture	lecture	NOUN
ijassa-1513	978	11	notes	note	NOUN
ijassa-1513	978	12	in	in	ADP
ijassa-1513	978	13	networks	network	NOUN
ijassa-1513	978	14	and	and	CCONJ
ijassa-1513	978	15	systems	system	NOUN
ijassa-1513	978	16	,	,	PUNCT
ijassa-1513	978	17	656	656	NUM
ijassa-1513	978	18	lnns	lnns	ADJ
ijassa-1513	978	19	.	.	PUNCT
ijassa-1513	979	1	https://doi.org/10.1007/978-3-031-29313-9_7	https://doi.org/10.1007/978-3-031-29313-9_7	PROPN
ijassa-1513	979	2	154	154	NUM
ijassa-1513	979	3	a.	a.	NOUN
ijassa-1513	979	4	kravets	kravet	NOUN
ijassa-1513	979	5	,	,	PUNCT
ijassa-1513	979	6	d.	d.	PROPN
ijassa-1513	979	7	semenochkin	semenochkin	PROPN
ijassa-1513	979	8	copyright	copyright	NOUN
ijassa-1513	979	9	©	©	PROPN
ijassa-1513	979	10	2024	2024	NUM
ijassa-1513	979	11	assa	assa	PROPN
ijassa-1513	979	12	adv	adv	PROPN
ijassa-1513	979	13	.	.	PUNCT
ijassa-1513	980	1	in	in	ADP
ijassa-1513	980	2	systems	system	NOUN
ijassa-1513	980	3	science	science	NOUN
ijassa-1513	980	4	and	and	CCONJ
ijassa-1513	980	5	appl	appl	NOUN
ijassa-1513	980	6	.	.	PUNCT
ijassa-1513	981	1	(	(	PUNCT
ijassa-1513	981	2	2024	2024	NUM
ijassa-1513	981	3	)	)	PUNCT
ijassa-1513	981	4	15	15	NUM
ijassa-1513	981	5	.	.	PUNCT
ijassa-1513	982	1	bengio	bengio	PROPN
ijassa-1513	982	2	,	,	PUNCT
ijassa-1513	982	3	y.	y.	PROPN
ijassa-1513	982	4	(	(	PUNCT
ijassa-1513	982	5	2009	2009	NUM
ijassa-1513	982	6	)	)	PUNCT
ijassa-1513	982	7	.	.	PUNCT
ijassa-1513	983	1	learning	learn	VERB
ijassa-1513	983	2	deep	deep	ADJ
ijassa-1513	983	3	architectures	architecture	NOUN
ijassa-1513	983	4	for	for	ADP
ijassa-1513	983	5	ai	ai	NOUN
ijassa-1513	983	6	,	,	PUNCT
ijassa-1513	983	7	foundations	foundation	NOUN
ijassa-1513	983	8	and	and	CCONJ
ijassa-1513	983	9	trends	trend	NOUN
ijassa-1513	983	10	in	in	ADP
ijassa-1513	983	11	machine	machine	NOUN
ijassa-1513	983	12	learning	learning	NOUN
ijassa-1513	983	13	,	,	PUNCT
ijassa-1513	983	14	2(1	2(1	NUM
ijassa-1513	983	15	)	)	PUNCT
ijassa-1513	983	16	,	,	PUNCT
ijassa-1513	983	17	1–127	1–127	NUM
ijassa-1513	983	18	,	,	PUNCT
ijassa-1513	983	19	https://doi.org/10.1561/2200000006	https://doi.org/10.1561/2200000006	NOUN
ijassa-1513	983	20	16	16	NUM
ijassa-1513	983	21	.	.	PUNCT
ijassa-1513	984	1	berardi	berardi	PROPN
ijassa-1513	984	2	,	,	PUNCT
ijassa-1513	984	3	g.	g.	PROPN
ijassa-1513	984	4	,	,	PUNCT
ijassa-1513	984	5	esuli	esuli	PROPN
ijassa-1513	984	6	,	,	PUNCT
ijassa-1513	984	7	a.	a.	PROPN
ijassa-1513	984	8	,	,	PUNCT
ijassa-1513	984	9	macdonald	macdonald	PROPN
ijassa-1513	984	10	,	,	PUNCT
ijassa-1513	984	11	c.	c.	PROPN
ijassa-1513	984	12	,	,	PUNCT
ijassa-1513	984	13	ounis	ounis	PROPN
ijassa-1513	984	14	,	,	PUNCT
ijassa-1513	984	15	i.	i.	PROPN
ijassa-1513	984	16	&	&	CCONJ
ijassa-1513	984	17	sebastiani	sebastiani	PROPN
ijassa-1513	984	18	,	,	PUNCT
ijassa-1513	984	19	f.	f.	PROPN
ijassa-1513	984	20	(	(	PUNCT
ijassa-1513	984	21	2015	2015	NUM
ijassa-1513	984	22	)	)	PUNCT
ijassa-1513	984	23	.	.	PUNCT
ijassa-1513	985	1	semiautomated	semiautomate	VERB
ijassa-1513	985	2	text	text	NOUN
ijassa-1513	985	3	classification	classification	NOUN
ijassa-1513	985	4	for	for	ADP
ijassa-1513	985	5	sensitivity	sensitivity	NOUN
ijassa-1513	985	6	identification	identification	NOUN
ijassa-1513	985	7	.	.	PUNCT
ijassa-1513	986	1	proc	proc	NOUN
ijassa-1513	986	2	.	.	PUNCT
ijassa-1513	987	1	of	of	ADP
ijassa-1513	987	2	international	international	ADJ
ijassa-1513	987	3	conference	conference	NOUN
ijassa-1513	987	4	on	on	ADP
ijassa-1513	987	5	information	information	NOUN
ijassa-1513	987	6	and	and	CCONJ
ijassa-1513	987	7	knowledge	knowledge	NOUN
ijassa-1513	987	8	management	management	NOUN
ijassa-1513	987	9	(	(	PUNCT
ijassa-1513	987	10	cikm	cikm	NOUN
ijassa-1513	987	11	2015	2015	NUM
ijassa-1513	987	12	)	)	PUNCT
ijassa-1513	987	13	(	(	PUNCT
ijassa-1513	987	14	boise	boise	PROPN
ijassa-1513	987	15	,	,	PUNCT
ijassa-1513	987	16	i	i	PROPN
ijassa-1513	987	17	d	d	PROPN
ijassa-1513	987	18	)	)	PUNCT
ijassa-1513	987	19	,	,	PUNCT
ijassa-1513	987	20	https://doi.org/10.1145/2806416.2806597	https://doi.org/10.1145/2806416.2806597	NOUN
ijassa-1513	987	21	17	17	NUM
ijassa-1513	987	22	.	.	PUNCT
ijassa-1513	988	1	bojanowski	bojanowski	PROPN
ijassa-1513	988	2	,	,	PUNCT
ijassa-1513	988	3	p.	p.	NOUN
ijassa-1513	988	4	,	,	PUNCT
ijassa-1513	988	5	grave	grave	NOUN
ijassa-1513	988	6	,	,	PUNCT
ijassa-1513	988	7	e.	e.	PROPN
ijassa-1513	988	8	,	,	PUNCT
ijassa-1513	988	9	joulin	joulin	PROPN
ijassa-1513	988	10	,	,	PUNCT
ijassa-1513	988	11	a.	a.	PROPN
ijassa-1513	988	12	&	&	CCONJ
ijassa-1513	988	13	mikolov	mikolov	PROPN
ijassa-1513	988	14	,	,	PUNCT
ijassa-1513	988	15	t.	t.	PROPN
ijassa-1513	988	16	(	(	PUNCT
ijassa-1513	988	17	2016	2016	NUM
ijassa-1513	988	18	)	)	PUNCT
ijassa-1513	988	19	.	.	PUNCT
ijassa-1513	989	1	enriching	enrich	VERB
ijassa-1513	989	2	word	word	NOUN
ijassa-1513	989	3	vectors	vector	NOUN
ijassa-1513	989	4	with	with	ADP
ijassa-1513	989	5	subword	subword	PROPN
ijassa-1513	989	6	information	information	NOUN
ijassa-1513	989	7	,	,	PUNCT
ijassa-1513	989	8	transactions	transaction	NOUN
ijassa-1513	989	9	of	of	ADP
ijassa-1513	989	10	the	the	DET
ijassa-1513	989	11	association	association	NOUN
ijassa-1513	989	12	for	for	ADP
ijassa-1513	989	13	computational	computational	ADJ
ijassa-1513	989	14	linguistics	linguistic	NOUN
ijassa-1513	989	15	,	,	PUNCT
ijassa-1513	989	16	5	5	NUM
ijassa-1513	989	17	,	,	PUNCT
ijassa-1513	989	18	135–146	135–146	NUM
ijassa-1513	989	19	,	,	PUNCT
ijassa-1513	989	20	https://doi.org/10.1162/tacl_a_00051	https://doi.org/10.1162/tacl_a_00051	PROPN
ijassa-1513	989	21	18	18	NUM
ijassa-1513	989	22	.	.	PUNCT
ijassa-1513	989	23	boser	boser	PROPN
ijassa-1513	989	24	,	,	PUNCT
ijassa-1513	989	25	b.	b.	PROPN
ijassa-1513	989	26	e.	e.	PROPN
ijassa-1513	989	27	,	,	PUNCT
ijassa-1513	989	28	guyon	guyon	PROPN
ijassa-1513	989	29	,	,	PUNCT
ijassa-1513	989	30	i.	i.	PROPN
ijassa-1513	989	31	m.	m.	PROPN
ijassa-1513	989	32	&	&	CCONJ
ijassa-1513	989	33	vapnik	vapnik	X
ijassa-1513	989	34	,	,	PUNCT
ijassa-1513	989	35	v.	v.	ADP
ijassa-1513	989	36	n.	n.	PROPN
ijassa-1513	989	37	(	(	PUNCT
ijassa-1513	989	38	1992	1992	NUM
ijassa-1513	989	39	)	)	PUNCT
ijassa-1513	989	40	.	.	PUNCT
ijassa-1513	990	1	training	training	NOUN
ijassa-1513	990	2	algorithm	algorithm	NOUN
ijassa-1513	990	3	for	for	ADP
ijassa-1513	990	4	optimal	optimal	ADJ
ijassa-1513	990	5	margin	margin	NOUN
ijassa-1513	990	6	classifiers	classifier	NOUN
ijassa-1513	990	7	,	,	PUNCT
ijassa-1513	990	8	proc	proc	NOUN
ijassa-1513	990	9	.	.	PUNCT
ijassa-1513	991	1	of	of	ADP
ijassa-1513	991	2	the	the	DET
ijassa-1513	991	3	fifth	fifth	ADJ
ijassa-1513	991	4	annual	annual	ADJ
ijassa-1513	991	5	acm	acm	NOUN
ijassa-1513	991	6	workshop	workshop	NOUN
ijassa-1513	991	7	on	on	ADP
ijassa-1513	991	8	computational	computational	ADJ
ijassa-1513	991	9	learning	learning	NOUN
ijassa-1513	991	10	theory	theory	NOUN
ijassa-1513	991	11	(	(	PUNCT
ijassa-1513	991	12	pittsburgh	pittsburgh	PROPN
ijassa-1513	991	13	pa	pa	PROPN
ijassa-1513	991	14	)	)	PUNCT
ijassa-1513	991	15	,	,	PUNCT
ijassa-1513	991	16	144–152	144–152	NUM
ijassa-1513	991	17	,	,	PUNCT
ijassa-1513	991	18	https://doi.org/10.1145/130385.130401	https://doi.org/10.1145/130385.130401	NOUN
ijassa-1513	991	19	19	19	NUM
ijassa-1513	991	20	.	.	PUNCT
ijassa-1513	991	21	boukil	boukil	PROPN
ijassa-1513	991	22	,	,	PUNCT
ijassa-1513	991	23	s.	s.	PROPN
ijassa-1513	991	24	,	,	PUNCT
ijassa-1513	991	25	biniz	biniz	NOUN
ijassa-1513	991	26	,	,	PUNCT
ijassa-1513	991	27	m.	m.	NOUN
ijassa-1513	991	28	,	,	PUNCT
ijassa-1513	991	29	el	el	PROPN
ijassa-1513	991	30	adnani	adnani	PROPN
ijassa-1513	991	31	,	,	PUNCT
ijassa-1513	991	32	f.	f.	PROPN
ijassa-1513	991	33	,	,	PUNCT
ijassa-1513	991	34	cherrat	cherrat	PROPN
ijassa-1513	991	35	,	,	PUNCT
ijassa-1513	991	36	l.	l.	PROPN
ijassa-1513	991	37	&	&	CCONJ
ijassa-1513	991	38	moutaouakkil	moutaouakkil	PROPN
ijassa-1513	991	39	,	,	PUNCT
ijassa-1513	991	40	a.	a.	PROPN
ijassa-1513	991	41	e.	e.	PROPN
ijassa-1513	991	42	el	el	PROPN
ijassa-1513	991	43	.	.	PROPN
ijassa-1513	992	1	(	(	PUNCT
ijassa-1513	992	2	2018	2018	NUM
ijassa-1513	992	3	)	)	PUNCT
ijassa-1513	992	4	.	.	PUNCT
ijassa-1513	993	1	arabic	arabic	ADJ
ijassa-1513	993	2	text	text	NOUN
ijassa-1513	993	3	classification	classification	NOUN
ijassa-1513	993	4	using	use	VERB
ijassa-1513	993	5	deep	deep	ADJ
ijassa-1513	993	6	learning	learning	NOUN
ijassa-1513	993	7	technics	technic	NOUN
ijassa-1513	993	8	,	,	PUNCT
ijassa-1513	993	9	international	international	ADJ
ijassa-1513	993	10	journal	journal	NOUN
ijassa-1513	993	11	of	of	ADP
ijassa-1513	993	12	grid	grid	NOUN
ijassa-1513	993	13	and	and	CCONJ
ijassa-1513	993	14	distributed	distributed	ADJ
ijassa-1513	993	15	computing	computing	NOUN
ijassa-1513	993	16	,	,	PUNCT
ijassa-1513	993	17	11(9	11(9	PROPN
ijassa-1513	993	18	)	)	PUNCT
ijassa-1513	993	19	,	,	PUNCT
ijassa-1513	993	20	https://doi.org/10.14257/ijgdc.2018.11.9.09	https://doi.org/10.14257/ijgdc.2018.11.9.09	PROPN
ijassa-1513	993	21	20	20	NUM
ijassa-1513	993	22	.	.	PUNCT
ijassa-1513	994	1	cai	cai	PROPN
ijassa-1513	994	2	,	,	PUNCT
ijassa-1513	994	3	j.	j.	PROPN
ijassa-1513	994	4	,	,	PUNCT
ijassa-1513	994	5	li	li	PROPN
ijassa-1513	994	6	,	,	PUNCT
ijassa-1513	994	7	j.	j.	PROPN
ijassa-1513	994	8	,	,	PUNCT
ijassa-1513	994	9	li	li	PROPN
ijassa-1513	994	10	,	,	PUNCT
ijassa-1513	994	11	w.	w.	PROPN
ijassa-1513	994	12	&	&	CCONJ
ijassa-1513	994	13	wang	wang	PROPN
ijassa-1513	994	14	,	,	PUNCT
ijassa-1513	994	15	j.	j.	PROPN
ijassa-1513	994	16	(	(	PUNCT
ijassa-1513	994	17	2019	2019	NUM
ijassa-1513	994	18	)	)	PUNCT
ijassa-1513	994	19	.	.	PUNCT
ijassa-1513	995	1	deeplearning	deeplearne	VERB
ijassa-1513	995	2	model	model	NOUN
ijassa-1513	995	3	used	use	VERB
ijassa-1513	995	4	in	in	ADP
ijassa-1513	995	5	text	text	NOUN
ijassa-1513	995	6	classification	classification	NOUN
ijassa-1513	995	7	.	.	PUNCT
ijassa-1513	996	1	proc	proc	NOUN
ijassa-1513	996	2	.	.	PUNCT
ijassa-1513	997	1	of	of	ADP
ijassa-1513	997	2	15th	15th	ADJ
ijassa-1513	997	3	international	international	ADJ
ijassa-1513	997	4	computer	computer	NOUN
ijassa-1513	997	5	conference	conference	NOUN
ijassa-1513	997	6	on	on	ADP
ijassa-1513	997	7	wavelet	wavelet	NOUN
ijassa-1513	997	8	active	active	ADJ
ijassa-1513	997	9	media	medium	NOUN
ijassa-1513	997	10	technology	technology	NOUN
ijassa-1513	997	11	and	and	CCONJ
ijassa-1513	997	12	information	information	NOUN
ijassa-1513	997	13	processing	processing	NOUN
ijassa-1513	997	14	(	(	PUNCT
ijassa-1513	997	15	iccwamtip	iccwamtip	PROPN
ijassa-1513	997	16	)	)	PUNCT
ijassa-1513	997	17	(	(	PUNCT
ijassa-1513	997	18	chengdu	chengdu	PROPN
ijassa-1513	997	19	,	,	PUNCT
ijassa-1513	997	20	china	china	PROPN
ijassa-1513	997	21	)	)	PUNCT
ijassa-1513	997	22	,	,	PUNCT
ijassa-1513	997	23	https://doi.org/10.1109/iccwamtip.2018.8632592	https://doi.org/10.1109/iccwamtip.2018.8632592	PROPN
ijassa-1513	997	24	21	21	NUM
ijassa-1513	997	25	.	.	PUNCT
ijassa-1513	997	26	chai	chai	NOUN
ijassa-1513	997	27	,	,	PUNCT
ijassa-1513	997	28	k.	k.	PROPN
ijassa-1513	997	29	e.	e.	PROPN
ijassa-1513	997	30	k.	k.	PROPN
ijassa-1513	997	31	,	,	PUNCT
ijassa-1513	997	32	anthony	anthony	PROPN
ijassa-1513	997	33	,	,	PUNCT
ijassa-1513	997	34	s.	s.	PROPN
ijassa-1513	997	35	,	,	PUNCT
ijassa-1513	997	36	coiera	coiera	PROPN
ijassa-1513	997	37	,	,	PUNCT
ijassa-1513	997	38	e.	e.	PROPN
ijassa-1513	997	39	&	&	CCONJ
ijassa-1513	997	40	magrabi	magrabi	PROPN
ijassa-1513	997	41	,	,	PUNCT
ijassa-1513	997	42	f.	f.	PROPN
ijassa-1513	997	43	(	(	PUNCT
ijassa-1513	997	44	2013	2013	NUM
ijassa-1513	997	45	)	)	PUNCT
ijassa-1513	997	46	.	.	PUNCT
ijassa-1513	998	1	using	use	VERB
ijassa-1513	998	2	statistical	statistical	ADJ
ijassa-1513	998	3	text	text	NOUN
ijassa-1513	998	4	classification	classification	NOUN
ijassa-1513	998	5	to	to	PART
ijassa-1513	998	6	identify	identify	VERB
ijassa-1513	998	7	health	health	NOUN
ijassa-1513	998	8	information	information	NOUN
ijassa-1513	998	9	technology	technology	NOUN
ijassa-1513	998	10	incidents	incident	NOUN
ijassa-1513	998	11	,	,	PUNCT
ijassa-1513	998	12	journal	journal	NOUN
ijassa-1513	998	13	of	of	ADP
ijassa-1513	998	14	the	the	DET
ijassa-1513	998	15	american	american	PROPN
ijassa-1513	998	16	medical	medical	PROPN
ijassa-1513	998	17	informatics	informatics	PROPN
ijassa-1513	998	18	association	association	PROPN
ijassa-1513	998	19	,	,	PUNCT
ijassa-1513	998	20	20(5	20(5	NOUN
ijassa-1513	998	21	)	)	PUNCT
ijassa-1513	998	22	,	,	PUNCT
ijassa-1513	998	23	https://doi.org/10.1136/amiajnl-2012-001409	https://doi.org/10.1136/amiajnl-2012-001409	PROPN
ijassa-1513	998	24	22	22	NUM
ijassa-1513	998	25	.	.	PUNCT
ijassa-1513	999	1	chalkidis	chalkidis	PROPN
ijassa-1513	999	2	,	,	PUNCT
ijassa-1513	999	3	i.	i.	PROPN
ijassa-1513	999	4	,	,	PUNCT
ijassa-1513	999	5	fergadiotis	fergadiotis	PROPN
ijassa-1513	999	6	,	,	PUNCT
ijassa-1513	999	7	m.	m.	NOUN
ijassa-1513	999	8	,	,	PUNCT
ijassa-1513	999	9	malakasiotis	malakasiotis	PROPN
ijassa-1513	999	10	,	,	PUNCT
ijassa-1513	999	11	p.	p.	NOUN
ijassa-1513	999	12	&	&	CCONJ
ijassa-1513	999	13	androutsopoulos	androutsopoulos	PROPN
ijassa-1513	999	14	,	,	PUNCT
ijassa-1513	999	15	i.	i.	PROPN
ijassa-1513	999	16	(	(	PUNCT
ijassa-1513	999	17	2020	2020	NUM
ijassa-1513	999	18	)	)	PUNCT
ijassa-1513	999	19	.	.	PUNCT
ijassa-1513	1000	1	largescale	largescale	ADJ
ijassa-1513	1000	2	multi	multi	ADJ
ijassa-1513	1000	3	-	-	ADJ
ijassa-1513	1000	4	label	label	ADJ
ijassa-1513	1000	5	text	text	NOUN
ijassa-1513	1000	6	classification	classification	NOUN
ijassa-1513	1000	7	on	on	ADP
ijassa-1513	1000	8	eu	eu	PROPN
ijassa-1513	1000	9	legislation	legislation	NOUN
ijassa-1513	1000	10	,	,	PUNCT
ijassa-1513	1000	11	proc	proc	NOUN
ijassa-1513	1000	12	.	.	PUNCT
ijassa-1513	1001	1	of	of	ADP
ijassa-1513	1001	2	57th	57th	ADJ
ijassa-1513	1001	3	annual	annual	ADJ
ijassa-1513	1001	4	meeting	meeting	NOUN
ijassa-1513	1001	5	of	of	ADP
ijassa-1513	1001	6	the	the	DET
ijassa-1513	1001	7	association	association	NOUN
ijassa-1513	1001	8	for	for	ADP
ijassa-1513	1001	9	computational	computational	ADJ
ijassa-1513	1001	10	linguistics	linguistic	NOUN
ijassa-1513	1001	11	(	(	PUNCT
ijassa-1513	1001	12	acl	acl	PROPN
ijassa-1513	1001	13	2019	2019	NUM
ijassa-1513	1001	14	)	)	PUNCT
ijassa-1513	1001	15	(	(	PUNCT
ijassa-1513	1001	16	florence	florence	NOUN
ijassa-1513	1001	17	,	,	PUNCT
ijassa-1513	1001	18	italy	italy	PROPN
ijassa-1513	1001	19	)	)	PUNCT
ijassa-1513	1001	20	,	,	PUNCT
ijassa-1513	1001	21	https://doi.org/10.18653/v1/p19-1636	https://doi.org/10.18653/v1/p19-1636	NOUN
ijassa-1513	1001	22	23	23	NUM
ijassa-1513	1001	23	.	.	PUNCT
ijassa-1513	1002	1	chen	chen	PROPN
ijassa-1513	1002	2	,	,	PUNCT
ijassa-1513	1002	3	h.	h.	PROPN
ijassa-1513	1002	4	,	,	PUNCT
ijassa-1513	1002	5	zheng	zheng	PROPN
ijassa-1513	1002	6	,	,	PUNCT
ijassa-1513	1002	7	g.	g.	PROPN
ijassa-1513	1002	8	&	&	CCONJ
ijassa-1513	1002	9	ji	ji	PROPN
ijassa-1513	1002	10	,	,	PUNCT
ijassa-1513	1002	11	y.	y.	PROPN
ijassa-1513	1002	12	(	(	PUNCT
ijassa-1513	1002	13	2020	2020	NUM
ijassa-1513	1002	14	)	)	PUNCT
ijassa-1513	1002	15	.	.	PUNCT
ijassa-1513	1003	1	generating	generate	VERB
ijassa-1513	1003	2	hierarchical	hierarchical	ADJ
ijassa-1513	1003	3	explanations	explanation	NOUN
ijassa-1513	1003	4	on	on	ADP
ijassa-1513	1003	5	text	text	NOUN
ijassa-1513	1003	6	classification	classification	NOUN
ijassa-1513	1003	7	via	via	ADP
ijassa-1513	1003	8	feature	feature	NOUN
ijassa-1513	1003	9	interaction	interaction	NOUN
ijassa-1513	1003	10	detection	detection	NOUN
ijassa-1513	1003	11	,	,	PUNCT
ijassa-1513	1003	12	proc	proc	NOUN
ijassa-1513	1003	13	.	.	PUNCT
ijassa-1513	1004	1	of	of	ADP
ijassa-1513	1004	2	the	the	DET
ijassa-1513	1004	3	annual	annual	ADJ
ijassa-1513	1004	4	meeting	meeting	NOUN
ijassa-1513	1004	5	of	of	ADP
ijassa-1513	1004	6	the	the	DET
ijassa-1513	1004	7	association	association	NOUN
ijassa-1513	1004	8	for	for	ADP
ijassa-1513	1004	9	computational	computational	ADJ
ijassa-1513	1004	10	linguistics	linguistic	NOUN
ijassa-1513	1004	11	(	(	PUNCT
ijassa-1513	1004	12	stroudsburg	stroudsburg	PROPN
ijassa-1513	1004	13	,	,	PUNCT
ijassa-1513	1004	14	pa	pa	PROPN
ijassa-1513	1004	15	)	)	PUNCT
ijassa-1513	1004	16	,	,	PUNCT
ijassa-1513	1004	17	https://doi.org/10.18653/v1/2020.acl-main.494	https://doi.org/10.18653/v1/2020.acl-main.494	VERB
ijassa-1513	1004	18	24	24	NUM
ijassa-1513	1004	19	.	.	PUNCT
ijassa-1513	1005	1	chen	chen	PROPN
ijassa-1513	1005	2	,	,	PUNCT
ijassa-1513	1005	3	z.	z.	PROPN
ijassa-1513	1005	4	,	,	PUNCT
ijassa-1513	1005	5	zhou	zhou	PROPN
ijassa-1513	1005	6	,	,	PUNCT
ijassa-1513	1005	7	l.	l.	PROPN
ijassa-1513	1005	8	j.	j.	PROPN
ijassa-1513	1005	9	,	,	PUNCT
ijassa-1513	1005	10	li	li	PROPN
ijassa-1513	1005	11	,	,	PUNCT
ijassa-1513	1005	12	x.	x.	PROPN
ijassa-1513	1005	13	d.	d.	PROPN
ijassa-1513	1005	14	,	,	PUNCT
ijassa-1513	1005	15	zhang	zhang	PROPN
ijassa-1513	1005	16	,	,	PUNCT
ijassa-1513	1005	17	j.	j.	PROPN
ijassa-1513	1005	18	n.	n.	PROPN
ijassa-1513	1005	19	&	&	CCONJ
ijassa-1513	1005	20	huo	huo	PROPN
ijassa-1513	1005	21	,	,	PUNCT
ijassa-1513	1005	22	w.	w.	PROPN
ijassa-1513	1005	23	j.	j.	PROPN
ijassa-1513	1005	24	(	(	PUNCT
ijassa-1513	1005	25	2020	2020	NUM
ijassa-1513	1005	26	)	)	PUNCT
ijassa-1513	1005	27	.	.	PUNCT
ijassa-1513	1006	1	the	the	DET
ijassa-1513	1006	2	lao	lao	PROPN
ijassa-1513	1006	3	text	text	NOUN
ijassa-1513	1006	4	classification	classification	NOUN
ijassa-1513	1006	5	method	method	NOUN
ijassa-1513	1006	6	based	base	VERB
ijassa-1513	1006	7	on	on	ADP
ijassa-1513	1006	8	knn	knn	PROPN
ijassa-1513	1006	9	,	,	PUNCT
ijassa-1513	1006	10	procedia	procedia	PROPN
ijassa-1513	1006	11	computer	computer	NOUN
ijassa-1513	1006	12	science	science	NOUN
ijassa-1513	1006	13	,	,	PUNCT
ijassa-1513	1006	14	166	166	NUM
ijassa-1513	1006	15	,	,	PUNCT
ijassa-1513	1006	16	https://doi.org/10.1016/j.procs.2020.02.053	https://doi.org/10.1016/j.procs.2020.02.053	ADP
ijassa-1513	1006	17	25	25	NUM
ijassa-1513	1006	18	.	.	PUNCT
ijassa-1513	1007	1	cho	cho	PROPN
ijassa-1513	1007	2	,	,	PUNCT
ijassa-1513	1007	3	k.	k.	PROPN
ijassa-1513	1007	4	,	,	PUNCT
ijassa-1513	1007	5	van	van	PROPN
ijassa-1513	1007	6	merriënboer	merriënboer	PROPN
ijassa-1513	1007	7	,	,	PUNCT
ijassa-1513	1007	8	b.	b.	PROPN
ijassa-1513	1007	9	,	,	PUNCT
ijassa-1513	1007	10	bahdanau	bahdanau	PROPN
ijassa-1513	1007	11	,	,	PUNCT
ijassa-1513	1007	12	d.	d.	PROPN
ijassa-1513	1007	13	&	&	CCONJ
ijassa-1513	1007	14	bengio	bengio	PROPN
ijassa-1513	1007	15	,	,	PUNCT
ijassa-1513	1007	16	y.	y.	PROPN
ijassa-1513	1007	17	(	(	PUNCT
ijassa-1513	1007	18	2014	2014	NUM
ijassa-1513	1007	19	)	)	PUNCT
ijassa-1513	1007	20	.	.	PUNCT
ijassa-1513	1008	1	on	on	ADP
ijassa-1513	1008	2	the	the	DET
ijassa-1513	1008	3	properties	property	NOUN
ijassa-1513	1008	4	of	of	ADP
ijassa-1513	1008	5	neural	neural	ADJ
ijassa-1513	1008	6	machine	machine	NOUN
ijassa-1513	1008	7	translation	translation	NOUN
ijassa-1513	1008	8	:	:	PUNCT
ijassa-1513	1008	9	encoder	encoder	NOUN
ijassa-1513	1008	10	-	-	PUNCT
ijassa-1513	1008	11	decoder	decoder	NOUN
ijassa-1513	1008	12	approaches	approach	NOUN
ijassa-1513	1008	13	,	,	PUNCT
ijassa-1513	1008	14	arxiv	arxiv	PROPN
ijassa-1513	1008	15	:	:	PUNCT
ijassa-1513	1008	16	1409.1259	1409.1259	NUM
ijassa-1513	1008	17	,	,	PUNCT
ijassa-1513	1009	1	[	[	X
ijassa-1513	1009	2	online	online	X
ijassa-1513	1009	3	]	]	X
ijassa-1513	1009	4	.	.	PUNCT
ijassa-1513	1010	1	available	available	ADJ
ijassa-1513	1010	2	:	:	PUNCT
ijassa-1513	1010	3	https://arxiv.org/abs/1409.1259	https://arxiv.org/abs/1409.1259	PROPN
ijassa-1513	1010	4	26	26	NUM
ijassa-1513	1010	5	.	.	PUNCT
ijassa-1513	1011	1	darst	darst	PROPN
ijassa-1513	1011	2	,	,	PUNCT
ijassa-1513	1011	3	b.	b.	PROPN
ijassa-1513	1011	4	f.	f.	PROPN
ijassa-1513	1011	5	,	,	PUNCT
ijassa-1513	1011	6	malecki	malecki	PROPN
ijassa-1513	1011	7	,	,	PUNCT
ijassa-1513	1011	8	k.	k.	PROPN
ijassa-1513	1011	9	c.	c.	PROPN
ijassa-1513	1011	10	&	&	CCONJ
ijassa-1513	1011	11	engelman	engelman	PROPN
ijassa-1513	1011	12	,	,	PUNCT
ijassa-1513	1011	13	c.	c.	PROPN
ijassa-1513	1011	14	d.	d.	PROPN
ijassa-1513	1011	15	(	(	PUNCT
ijassa-1513	1011	16	2018	2018	NUM
ijassa-1513	1011	17	)	)	PUNCT
ijassa-1513	1011	18	.	.	PUNCT
ijassa-1513	1012	1	using	use	VERB
ijassa-1513	1012	2	recursive	recursive	ADJ
ijassa-1513	1012	3	feature	feature	NOUN
ijassa-1513	1012	4	elimination	elimination	NOUN
ijassa-1513	1012	5	in	in	ADP
ijassa-1513	1012	6	random	random	ADJ
ijassa-1513	1012	7	forest	forest	NOUN
ijassa-1513	1012	8	to	to	PART
ijassa-1513	1012	9	account	account	VERB
ijassa-1513	1012	10	for	for	ADP
ijassa-1513	1012	11	correlated	correlate	VERB
ijassa-1513	1012	12	variables	variable	NOUN
ijassa-1513	1012	13	in	in	ADP
ijassa-1513	1012	14	high	high	ADJ
ijassa-1513	1012	15	dimensional	dimensional	ADJ
ijassa-1513	1012	16	data	datum	NOUN
ijassa-1513	1012	17	,	,	PUNCT
ijassa-1513	1012	18	bmc	bmc	NOUN
ijassa-1513	1012	19	genetics	genetic	NOUN
ijassa-1513	1012	20	,	,	PUNCT
ijassa-1513	1012	21	19(1	19(1	NUM
ijassa-1513	1012	22	)	)	PUNCT
ijassa-1513	1012	23	,	,	PUNCT
ijassa-1513	1012	24	1–6	1–6	NUM
ijassa-1513	1012	25	,	,	PUNCT
ijassa-1513	1012	26	https://doi.org/10.1186/s12863-018-0633-8/figures/1	https://doi.org/10.1186/s12863-018-0633-8/figures/1	PROPN
ijassa-1513	1012	27	27	27	NUM
ijassa-1513	1012	28	.	.	PUNCT
ijassa-1513	1013	1	deng	deng	PROPN
ijassa-1513	1013	2	,	,	PUNCT
ijassa-1513	1013	3	j.	j.	PROPN
ijassa-1513	1013	4	,	,	PUNCT
ijassa-1513	1013	5	cheng	cheng	PROPN
ijassa-1513	1013	6	,	,	PUNCT
ijassa-1513	1013	7	l.	l.	PROPN
ijassa-1513	1013	8	&	&	CCONJ
ijassa-1513	1013	9	wang	wang	PROPN
ijassa-1513	1013	10	,	,	PUNCT
ijassa-1513	1013	11	z.	z.	PROPN
ijassa-1513	1013	12	(	(	PUNCT
ijassa-1513	1013	13	2021	2021	NUM
ijassa-1513	1013	14	)	)	PUNCT
ijassa-1513	1013	15	.	.	PUNCT
ijassa-1513	1014	1	attention	attention	NOUN
ijassa-1513	1014	2	-	-	PUNCT
ijassa-1513	1014	3	based	base	VERB
ijassa-1513	1014	4	bilstm	bilstm	NOUN
ijassa-1513	1014	5	fused	fuse	VERB
ijassa-1513	1014	6	cnn	cnn	PROPN
ijassa-1513	1014	7	with	with	ADP
ijassa-1513	1014	8	gating	gate	VERB
ijassa-1513	1014	9	mechanism	mechanism	NOUN
ijassa-1513	1014	10	model	model	NOUN
ijassa-1513	1014	11	for	for	ADP
ijassa-1513	1014	12	chinese	chinese	ADJ
ijassa-1513	1014	13	long	long	ADJ
ijassa-1513	1014	14	text	text	NOUN
ijassa-1513	1014	15	classification	classification	NOUN
ijassa-1513	1014	16	,	,	PUNCT
ijassa-1513	1014	17	computer	computer	NOUN
ijassa-1513	1014	18	speech	speech	NOUN
ijassa-1513	1014	19	and	and	CCONJ
ijassa-1513	1014	20	language	language	NOUN
ijassa-1513	1014	21	,	,	PUNCT
ijassa-1513	1014	22	68	68	NUM
ijassa-1513	1014	23	,	,	PUNCT
ijassa-1513	1014	24	https://doi.org/10.1016/j.csl.2020.101182	https://doi.org/10.1016/j.csl.2020.101182	PROPN
ijassa-1513	1014	25	28	28	NUM
ijassa-1513	1014	26	.	.	PUNCT
ijassa-1513	1014	27	desmet	desmet	PROPN
ijassa-1513	1014	28	,	,	PUNCT
ijassa-1513	1014	29	b.	b.	PROPN
ijassa-1513	1014	30	,	,	PUNCT
ijassa-1513	1014	31	&	&	CCONJ
ijassa-1513	1014	32	hoste	hoste	PROPN
ijassa-1513	1014	33	,	,	PUNCT
ijassa-1513	1014	34	v.	v.	PROPN
ijassa-1513	1014	35	(	(	PUNCT
ijassa-1513	1014	36	2018	2018	NUM
ijassa-1513	1014	37	)	)	PUNCT
ijassa-1513	1014	38	.	.	PUNCT
ijassa-1513	1015	1	online	online	PROPN
ijassa-1513	1015	2	suicide	suicide	NOUN
ijassa-1513	1015	3	prevention	prevention	NOUN
ijassa-1513	1015	4	through	through	ADP
ijassa-1513	1015	5	optimised	optimise	VERB
ijassa-1513	1015	6	text	text	NOUN
ijassa-1513	1015	7	classification	classification	NOUN
ijassa-1513	1015	8	,	,	PUNCT
ijassa-1513	1015	9	information	information	NOUN
ijassa-1513	1015	10	sciences	science	NOUN
ijassa-1513	1015	11	,	,	PUNCT
ijassa-1513	1015	12	439–440	439–440	NUM
ijassa-1513	1015	13	,	,	PUNCT
ijassa-1513	1015	14	61–78	61–78	NUM
ijassa-1513	1015	15	.	.	PUNCT
ijassa-1513	1016	1	https://doi.org/10.1016/j.ins.2018.02.014	https://doi.org/10.1016/j.ins.2018.02.014	PROPN
ijassa-1513	1016	2	29	29	NUM
ijassa-1513	1016	3	.	.	PUNCT
ijassa-1513	1017	1	ding	ding	PROPN
ijassa-1513	1017	2	,	,	PUNCT
ijassa-1513	1017	3	k.	k.	PROPN
ijassa-1513	1017	4	,	,	PUNCT
ijassa-1513	1017	5	wang	wang	PROPN
ijassa-1513	1017	6	,	,	PUNCT
ijassa-1513	1017	7	j.	j.	PROPN
ijassa-1513	1017	8	,	,	PUNCT
ijassa-1513	1017	9	li	li	PROPN
ijassa-1513	1017	10	,	,	PUNCT
ijassa-1513	1017	11	j.	j.	PROPN
ijassa-1513	1017	12	,	,	PUNCT
ijassa-1513	1017	13	li	li	PROPN
ijassa-1513	1017	14	,	,	PUNCT
ijassa-1513	1017	15	d.	d.	PROPN
ijassa-1513	1017	16	&	&	CCONJ
ijassa-1513	1017	17	liu	liu	PROPN
ijassa-1513	1017	18	,	,	PUNCT
ijassa-1513	1017	19	h.	h.	PROPN
ijassa-1513	1017	20	(	(	PUNCT
ijassa-1513	1017	21	2020	2020	NUM
ijassa-1513	1017	22	)	)	PUNCT
ijassa-1513	1017	23	.	.	PUNCT
ijassa-1513	1018	1	be	be	AUX
ijassa-1513	1018	2	more	more	ADV
ijassa-1513	1018	3	with	with	ADP
ijassa-1513	1018	4	less	less	ADJ
ijassa-1513	1018	5	:	:	PUNCT
ijassa-1513	1018	6	hypergraph	hypergraph	VERB
ijassa-1513	1018	7	attention	attention	NOUN
ijassa-1513	1018	8	networks	network	NOUN
ijassa-1513	1018	9	for	for	ADP
ijassa-1513	1018	10	inductive	inductive	ADJ
ijassa-1513	1018	11	text	text	NOUN
ijassa-1513	1018	12	classification	classification	NOUN
ijassa-1513	1018	13	,	,	PUNCT
ijassa-1513	1018	14	proc	proc	NOUN
ijassa-1513	1018	15	.	.	PUNCT
ijassa-1513	1019	1	of	of	ADP
ijassa-1513	1019	2	2020	2020	NUM
ijassa-1513	1019	3	conference	conference	NOUN
ijassa-1513	1019	4	on	on	ADP
ijassa-1513	1019	5	empirical	empirical	ADJ
ijassa-1513	1019	6	text	text	NOUN
ijassa-1513	1019	7	classification	classification	NOUN
ijassa-1513	1019	8	technologies	technology	NOUN
ijassa-1513	1019	9	in	in	ADP
ijassa-1513	1019	10	document	document	NOUN
ijassa-1513	1019	11	categorization	categorization	NOUN
ijassa-1513	1019	12	systems	system	NOUN
ijassa-1513	1019	13	.	.	PUNCT
ijassa-1513	1020	1	a	a	DET
ijassa-1513	1020	2	survey	survey	NOUN
ijassa-1513	1020	3	155	155	NUM
ijassa-1513	1020	4	copyright	copyright	NOUN
ijassa-1513	1020	5	©	©	PROPN
ijassa-1513	1020	6	2024	2024	NUM
ijassa-1513	1020	7	assa	assa	NOUN
ijassa-1513	1020	8	.	.	PUNCT
ijassa-1513	1021	1	adv	adv	PROPN
ijassa-1513	1021	2	.	.	PUNCT
ijassa-1513	1022	1	in	in	ADP
ijassa-1513	1022	2	systems	system	NOUN
ijassa-1513	1022	3	science	science	NOUN
ijassa-1513	1022	4	and	and	CCONJ
ijassa-1513	1022	5	appl	appl	NOUN
ijassa-1513	1022	6	.	.	PUNCT
ijassa-1513	1023	1	(	(	PUNCT
ijassa-1513	1023	2	2024	2024	NUM
ijassa-1513	1023	3	)	)	PUNCT
ijassa-1513	1023	4	methods	method	NOUN
ijassa-1513	1023	5	in	in	ADP
ijassa-1513	1023	6	natural	natural	ADJ
ijassa-1513	1023	7	language	language	NOUN
ijassa-1513	1023	8	processing	processing	NOUN
ijassa-1513	1023	9	(	(	PUNCT
ijassa-1513	1023	10	emnlp	emnlp	ADP
ijassa-1513	1023	11	2020	2020	NUM
ijassa-1513	1023	12	)	)	PUNCT
ijassa-1513	1023	13	(	(	PUNCT
ijassa-1513	1023	14	online	online	NOUN
ijassa-1513	1023	15	)	)	PUNCT
ijassa-1513	1023	16	,	,	PUNCT
ijassa-1513	1023	17	https://doi.org/10.18653/v1/2020.emnlp-main.399	https://doi.org/10.18653/v1/2020.emnlp-main.399	ADP
ijassa-1513	1023	18	30	30	NUM
ijassa-1513	1023	19	.	.	PUNCT
ijassa-1513	1024	1	eken	eken	PROPN
ijassa-1513	1024	2	,	,	PUNCT
ijassa-1513	1024	3	s.	s.	PROPN
ijassa-1513	1024	4	,	,	PUNCT
ijassa-1513	1024	5	menhour	menhour	PROPN
ijassa-1513	1024	6	,	,	PUNCT
ijassa-1513	1024	7	h.	h.	PROPN
ijassa-1513	1024	8	&	&	CCONJ
ijassa-1513	1024	9	koksal	koksal	PROPN
ijassa-1513	1024	10	,	,	PUNCT
ijassa-1513	1024	11	k.	k.	PROPN
ijassa-1513	1024	12	(	(	PUNCT
ijassa-1513	1024	13	2019	2019	NUM
ijassa-1513	1024	14	)	)	PUNCT
ijassa-1513	1024	15	.	.	PUNCT
ijassa-1513	1025	1	doca	doca	PROPN
ijassa-1513	1025	2	:	:	PUNCT
ijassa-1513	1025	3	a	a	DET
ijassa-1513	1025	4	content	content	NOUN
ijassa-1513	1025	5	-	-	PUNCT
ijassa-1513	1025	6	based	base	VERB
ijassa-1513	1025	7	automatic	automatic	ADJ
ijassa-1513	1025	8	classification	classification	NOUN
ijassa-1513	1025	9	system	system	NOUN
ijassa-1513	1025	10	over	over	ADP
ijassa-1513	1025	11	digital	digital	ADJ
ijassa-1513	1025	12	documents	document	NOUN
ijassa-1513	1025	13	,	,	PUNCT
ijassa-1513	1025	14	ieee	ieee	NOUN
ijassa-1513	1025	15	access	access	NOUN
ijassa-1513	1025	16	,	,	PUNCT
ijassa-1513	1025	17	7	7	NUM
ijassa-1513	1025	18	,	,	PUNCT
ijassa-1513	1025	19	97996–98004	97996–98004	NUM
ijassa-1513	1025	20	,	,	PUNCT
ijassa-1513	1025	21	https://doi.org/10.1109/access.2019.2930339	https://doi.org/10.1109/access.2019.2930339	PROPN
ijassa-1513	1025	22	31	31	NUM
ijassa-1513	1025	23	.	.	PUNCT
ijassa-1513	1026	1	fallucchi	fallucchi	PROPN
ijassa-1513	1026	2	,	,	PUNCT
ijassa-1513	1026	3	f.	f.	PROPN
ijassa-1513	1026	4	,	,	PUNCT
ijassa-1513	1026	5	&	&	CCONJ
ijassa-1513	1026	6	zanzotto	zanzotto	PROPN
ijassa-1513	1026	7	,	,	PUNCT
ijassa-1513	1026	8	f.	f.	PROPN
ijassa-1513	1026	9	m.	m.	PROPN
ijassa-1513	1026	10	(	(	PUNCT
ijassa-1513	1026	11	2009	2009	NUM
ijassa-1513	1026	12	)	)	PUNCT
ijassa-1513	1026	13	,	,	PUNCT
ijassa-1513	1026	14	singular	singular	NOUN
ijassa-1513	1026	15	value	value	NOUN
ijassa-1513	1026	16	decomposition	decomposition	NOUN
ijassa-1513	1026	17	for	for	ADP
ijassa-1513	1026	18	feature	feature	NOUN
ijassa-1513	1026	19	selection	selection	NOUN
ijassa-1513	1026	20	in	in	ADP
ijassa-1513	1026	21	taxonomy	taxonomy	NOUN
ijassa-1513	1026	22	learning	learning	NOUN
ijassa-1513	1026	23	,	,	PUNCT
ijassa-1513	1026	24	proc	proc	NOUN
ijassa-1513	1026	25	.	.	PROPN
ijassa-1513	1026	26	of	of	ADP
ijassa-1513	1026	27	international	international	ADJ
ijassa-1513	1026	28	conference	conference	NOUN
ijassa-1513	1026	29	recent	recent	ADJ
ijassa-1513	1026	30	advances	advance	NOUN
ijassa-1513	1026	31	in	in	ADP
ijassa-1513	1026	32	natural	natural	ADJ
ijassa-1513	1026	33	language	language	NOUN
ijassa-1513	1026	34	processing	processing	NOUN
ijassa-1513	1026	35	(	(	PUNCT
ijassa-1513	1026	36	ranlp	ranlp	NOUN
ijassa-1513	1026	37	2009	2009	NUM
ijassa-1513	1026	38	)	)	PUNCT
ijassa-1513	1026	39	(	(	PUNCT
ijassa-1513	1026	40	borovets	borovet	NOUN
ijassa-1513	1026	41	,	,	PUNCT
ijassa-1513	1026	42	bulgaria	bulgaria	PROPN
ijassa-1513	1026	43	)	)	PUNCT
ijassa-1513	1026	44	,	,	PUNCT
ijassa-1513	1026	45	82–87	82–87	NUM
ijassa-1513	1026	46	.	.	PUNCT
ijassa-1513	1026	47	32	32	NUM
ijassa-1513	1026	48	.	.	X
ijassa-1513	1027	1	fei	fei	PROPN
ijassa-1513	1027	2	,	,	PUNCT
ijassa-1513	1027	3	g.	g.	PROPN
ijassa-1513	1027	4	&	&	CCONJ
ijassa-1513	1027	5	liu	liu	PROPN
ijassa-1513	1027	6	,	,	PUNCT
ijassa-1513	1027	7	b.	b.	PROPN
ijassa-1513	1027	8	(	(	PUNCT
ijassa-1513	1027	9	2015	2015	NUM
ijassa-1513	1027	10	)	)	PUNCT
ijassa-1513	1027	11	.	.	PUNCT
ijassa-1513	1028	1	social	social	ADJ
ijassa-1513	1028	2	media	medium	NOUN
ijassa-1513	1028	3	text	text	NOUN
ijassa-1513	1028	4	classification	classification	NOUN
ijassa-1513	1028	5	under	under	ADP
ijassa-1513	1028	6	negative	negative	ADJ
ijassa-1513	1028	7	covariate	covariate	ADJ
ijassa-1513	1028	8	shift	shift	NOUN
ijassa-1513	1028	9	,	,	PUNCT
ijassa-1513	1028	10	proc	proc	NOUN
ijassa-1513	1028	11	.	.	PUNCT
ijassa-1513	1029	1	of	of	ADP
ijassa-1513	1029	2	the	the	DET
ijassa-1513	1029	3	2015	2015	NUM
ijassa-1513	1029	4	conference	conference	NOUN
ijassa-1513	1029	5	on	on	ADP
ijassa-1513	1029	6	empirical	empirical	ADJ
ijassa-1513	1029	7	methods	method	NOUN
ijassa-1513	1029	8	in	in	ADP
ijassa-1513	1029	9	natural	natural	ADJ
ijassa-1513	1029	10	language	language	NOUN
ijassa-1513	1029	11	processing	processing	NOUN
ijassa-1513	1029	12	(	(	PUNCT
ijassa-1513	1029	13	lisbon	lisbon	PROPN
ijassa-1513	1029	14	,	,	PUNCT
ijassa-1513	1029	15	portugal	portugal	PROPN
ijassa-1513	1029	16	)	)	PUNCT
ijassa-1513	1029	17	,	,	PUNCT
ijassa-1513	1029	18	17–21	17–21	NUM
ijassa-1513	1029	19	.	.	PUNCT
ijassa-1513	1029	20	33	33	NUM
ijassa-1513	1029	21	.	.	PUNCT
ijassa-1513	1029	22	fei	fei	PROPN
ijassa-1513	1029	23	,	,	PUNCT
ijassa-1513	1029	24	g.	g.	PROPN
ijassa-1513	1029	25	,	,	PUNCT
ijassa-1513	1029	26	&	&	CCONJ
ijassa-1513	1029	27	liu	liu	PROPN
ijassa-1513	1029	28	,	,	PUNCT
ijassa-1513	1029	29	b.	b.	PROPN
ijassa-1513	1029	30	(	(	PUNCT
ijassa-1513	1029	31	2016	2016	NUM
ijassa-1513	1029	32	)	)	PUNCT
ijassa-1513	1029	33	.	.	PUNCT
ijassa-1513	1030	1	breaking	break	VERB
ijassa-1513	1030	2	the	the	DET
ijassa-1513	1030	3	closed	closed	ADJ
ijassa-1513	1030	4	world	world	NOUN
ijassa-1513	1030	5	assumption	assumption	NOUN
ijassa-1513	1030	6	in	in	ADP
ijassa-1513	1030	7	text	text	NOUN
ijassa-1513	1030	8	classification	classification	NOUN
ijassa-1513	1030	9	,	,	PUNCT
ijassa-1513	1030	10	proc	proc	NOUN
ijassa-1513	1030	11	.	.	PUNCT
ijassa-1513	1031	1	of	of	ADP
ijassa-1513	1031	2	2016	2016	NUM
ijassa-1513	1031	3	conference	conference	NOUN
ijassa-1513	1031	4	of	of	ADP
ijassa-1513	1031	5	the	the	DET
ijassa-1513	1031	6	north	north	ADJ
ijassa-1513	1031	7	american	american	ADJ
ijassa-1513	1031	8	chapter	chapter	NOUN
ijassa-1513	1031	9	of	of	ADP
ijassa-1513	1031	10	the	the	DET
ijassa-1513	1031	11	association	association	NOUN
ijassa-1513	1031	12	for	for	ADP
ijassa-1513	1031	13	computational	computational	ADJ
ijassa-1513	1031	14	linguistics	linguistic	NOUN
ijassa-1513	1031	15	:	:	PUNCT
ijassa-1513	1031	16	human	human	ADJ
ijassa-1513	1031	17	language	language	NOUN
ijassa-1513	1031	18	technologies	technology	NOUN
ijassa-1513	1031	19	(	(	PUNCT
ijassa-1513	1031	20	naacl	naacl	PROPN
ijassa-1513	1031	21	hlt	hlt	PROPN
ijassa-1513	1031	22	2016	2016	NUM
ijassa-1513	1031	23	)	)	PUNCT
ijassa-1513	1031	24	(	(	PUNCT
ijassa-1513	1031	25	san	san	PROPN
ijassa-1513	1031	26	diego	diego	PROPN
ijassa-1513	1031	27	,	,	PUNCT
ijassa-1513	1031	28	ca	ca	NOUN
ijassa-1513	1031	29	)	)	PUNCT
ijassa-1513	1031	30	,	,	PUNCT
ijassa-1513	1031	31	https://doi.org/10.18653/v1/n16-1061	https://doi.org/10.18653/v1/n16-1061	PROPN
ijassa-1513	1031	32	34	34	NUM
ijassa-1513	1031	33	.	.	PUNCT
ijassa-1513	1031	34	felten	felten	PROPN
ijassa-1513	1031	35	,	,	PUNCT
ijassa-1513	1031	36	e.	e.	PROPN
ijassa-1513	1031	37	w.	w.	PROPN
ijassa-1513	1031	38	,	,	PUNCT
ijassa-1513	1031	39	raj	raj	PROPN
ijassa-1513	1031	40	,	,	PUNCT
ijassa-1513	1031	41	m.	m.	PROPN
ijassa-1513	1031	42	&	&	CCONJ
ijassa-1513	1031	43	seamans	seamans	PROPN
ijassa-1513	1031	44	,	,	PUNCT
ijassa-1513	1031	45	r.	r.	PROPN
ijassa-1513	1031	46	(	(	PUNCT
ijassa-1513	1031	47	2023	2023	NUM
ijassa-1513	1031	48	)	)	PUNCT
ijassa-1513	1031	49	.	.	PUNCT
ijassa-1513	1032	1	how	how	SCONJ
ijassa-1513	1032	2	will	will	AUX
ijassa-1513	1032	3	language	language	VERB
ijassa-1513	1032	4	modelers	modeler	NOUN
ijassa-1513	1032	5	like	like	ADP
ijassa-1513	1032	6	chatgpt	chatgpt	NOUN
ijassa-1513	1032	7	affect	affect	VERB
ijassa-1513	1032	8	occupations	occupation	NOUN
ijassa-1513	1032	9	and	and	CCONJ
ijassa-1513	1032	10	industries	industry	NOUN
ijassa-1513	1032	11	?	?	PUNCT
ijassa-1513	1032	12	,	,	PUNCT
ijassa-1513	1032	13	arxiv	arxiv	PROPN
ijassa-1513	1032	14	:	:	PUNCT
ijassa-1513	1032	15	2303.01157	2303.01157	NUM
ijassa-1513	1032	16	,	,	PUNCT
ijassa-1513	1032	17	[	[	X
ijassa-1513	1032	18	online	online	X
ijassa-1513	1032	19	]	]	X
ijassa-1513	1032	20	.	.	PUNCT
ijassa-1513	1032	21	available	available	ADJ
ijassa-1513	1032	22	:	:	PUNCT
ijassa-1513	1032	23	https://arxiv.org/abs/2303.01157	https://arxiv.org/abs/2303.01157	NOUN
ijassa-1513	1032	24	35	35	NUM
ijassa-1513	1032	25	.	.	PUNCT
ijassa-1513	1033	1	friedman	friedman	PROPN
ijassa-1513	1033	2	,	,	PUNCT
ijassa-1513	1033	3	n.	n.	PROPN
ijassa-1513	1033	4	,	,	PUNCT
ijassa-1513	1033	5	geiger	geiger	PROPN
ijassa-1513	1033	6	,	,	PUNCT
ijassa-1513	1033	7	d.	d.	PROPN
ijassa-1513	1033	8	&	&	CCONJ
ijassa-1513	1033	9	goldszmidt	goldszmidt	PROPN
ijassa-1513	1033	10	,	,	PUNCT
ijassa-1513	1033	11	m.	m.	NOUN
ijassa-1513	1033	12	(	(	PUNCT
ijassa-1513	1033	13	1997	1997	NUM
ijassa-1513	1033	14	)	)	PUNCT
ijassa-1513	1033	15	.	.	PUNCT
ijassa-1513	1034	1	bayesian	bayesian	NOUN
ijassa-1513	1034	2	network	network	NOUN
ijassa-1513	1034	3	classifiers	classifier	NOUN
ijassa-1513	1034	4	,	,	PUNCT
ijassa-1513	1034	5	machine	machine	NOUN
ijassa-1513	1034	6	learning	learning	NOUN
ijassa-1513	1034	7	,	,	PUNCT
ijassa-1513	1034	8	29(2–3	29(2–3	NUM
ijassa-1513	1034	9	)	)	PUNCT
ijassa-1513	1034	10	,	,	PUNCT
ijassa-1513	1034	11	131–163	131–163	NUM
ijassa-1513	1034	12	.	.	PUNCT
ijassa-1513	1035	1	36	36	NUM
ijassa-1513	1035	2	.	.	PUNCT
ijassa-1513	1036	1	gao	gao	PROPN
ijassa-1513	1036	2	,	,	PUNCT
ijassa-1513	1036	3	s.	s.	PROPN
ijassa-1513	1036	4	,	,	PUNCT
ijassa-1513	1036	5	ramanathan	ramanathan	PROPN
ijassa-1513	1036	6	,	,	PUNCT
ijassa-1513	1036	7	a.	a.	NOUN
ijassa-1513	1036	8	&	&	CCONJ
ijassa-1513	1036	9	tourassi	tourassi	PROPN
ijassa-1513	1036	10	,	,	PUNCT
ijassa-1513	1036	11	g.	g.	PROPN
ijassa-1513	1036	12	(	(	PUNCT
ijassa-1513	1036	13	2018	2018	NUM
ijassa-1513	1036	14	)	)	PUNCT
ijassa-1513	1036	15	.	.	PUNCT
ijassa-1513	1037	1	hierarchical	hierarchical	ADJ
ijassa-1513	1037	2	convolutional	convolutional	ADJ
ijassa-1513	1037	3	attention	attention	NOUN
ijassa-1513	1037	4	networks	network	NOUN
ijassa-1513	1037	5	for	for	ADP
ijassa-1513	1037	6	text	text	NOUN
ijassa-1513	1037	7	classification	classification	NOUN
ijassa-1513	1037	8	,	,	PUNCT
ijassa-1513	1037	9	proc	proc	NOUN
ijassa-1513	1037	10	.	.	PUNCT
ijassa-1513	1038	1	of	of	ADP
ijassa-1513	1038	2	the	the	DET
ijassa-1513	1038	3	annual	annual	ADJ
ijassa-1513	1038	4	meeting	meeting	NOUN
ijassa-1513	1038	5	of	of	ADP
ijassa-1513	1038	6	the	the	DET
ijassa-1513	1038	7	association	association	NOUN
ijassa-1513	1038	8	for	for	ADP
ijassa-1513	1038	9	computational	computational	ADJ
ijassa-1513	1038	10	linguistics	linguistic	NOUN
ijassa-1513	1038	11	(	(	PUNCT
ijassa-1513	1038	12	melbourne	melbourne	PROPN
ijassa-1513	1038	13	,	,	PUNCT
ijassa-1513	1038	14	australia	australia	PROPN
ijassa-1513	1038	15	)	)	PUNCT
ijassa-1513	1038	16	,	,	PUNCT
ijassa-1513	1038	17	https://doi.org/10.18653/v1/w18-3002	https://doi.org/10.18653/v1/w18-3002	X
ijassa-1513	1038	18	37	37	NUM
ijassa-1513	1038	19	.	.	PUNCT
ijassa-1513	1039	1	gao	gao	PROPN
ijassa-1513	1039	2	,	,	PUNCT
ijassa-1513	1039	3	y.	y.	PROPN
ijassa-1513	1039	4	&	&	CCONJ
ijassa-1513	1039	5	sun	sun	PROPN
ijassa-1513	1039	6	,	,	PUNCT
ijassa-1513	1039	7	s.	s.	PROPN
ijassa-1513	1039	8	(	(	PUNCT
ijassa-1513	1039	9	2010	2010	NUM
ijassa-1513	1039	10	)	)	PUNCT
ijassa-1513	1039	11	.	.	PUNCT
ijassa-1513	1040	1	an	an	DET
ijassa-1513	1040	2	empirical	empirical	ADJ
ijassa-1513	1040	3	evaluation	evaluation	NOUN
ijassa-1513	1040	4	of	of	ADP
ijassa-1513	1040	5	linear	linear	PROPN
ijassa-1513	1040	6	and	and	CCONJ
ijassa-1513	1040	7	nonlinear	nonlinear	ADJ
ijassa-1513	1040	8	kernels	kernel	NOUN
ijassa-1513	1040	9	for	for	ADP
ijassa-1513	1040	10	text	text	NOUN
ijassa-1513	1040	11	classification	classification	NOUN
ijassa-1513	1040	12	using	use	VERB
ijassa-1513	1040	13	support	support	NOUN
ijassa-1513	1040	14	vector	vector	NOUN
ijassa-1513	1040	15	machines	machine	NOUN
ijassa-1513	1040	16	,	,	PUNCT
ijassa-1513	1040	17	proc	proc	NOUN
ijassa-1513	1040	18	.	.	PUNCT
ijassa-1513	1041	1	of	of	ADP
ijassa-1513	1041	2	7th	7th	ADJ
ijassa-1513	1041	3	international	international	ADJ
ijassa-1513	1041	4	conference	conference	NOUN
ijassa-1513	1041	5	on	on	ADP
ijassa-1513	1041	6	fuzzy	fuzzy	ADJ
ijassa-1513	1041	7	systems	system	NOUN
ijassa-1513	1041	8	and	and	CCONJ
ijassa-1513	1041	9	knowledge	knowledge	NOUN
ijassa-1513	1041	10	discovery	discovery	NOUN
ijassa-1513	1041	11	(	(	PUNCT
ijassa-1513	1041	12	fskd	fskd	ADJ
ijassa-1513	1041	13	2010	2010	NUM
ijassa-1513	1041	14	)	)	PUNCT
ijassa-1513	1041	15	(	(	PUNCT
ijassa-1513	1041	16	yantai	yantai	PROPN
ijassa-1513	1041	17	,	,	PUNCT
ijassa-1513	1041	18	china	china	PROPN
ijassa-1513	1041	19	)	)	PUNCT
ijassa-1513	1041	20	,	,	PUNCT
ijassa-1513	1041	21	1502–1505	1502–1505	NUM
ijassa-1513	1041	22	,	,	PUNCT
ijassa-1513	1041	23	https://doi.org/10.1109/fskd.2010.5569327	https://doi.org/10.1109/fskd.2010.5569327	PROPN
ijassa-1513	1041	24	38	38	NUM
ijassa-1513	1041	25	.	.	PUNCT
ijassa-1513	1042	1	gasparetto	gasparetto	NOUN
ijassa-1513	1042	2	,	,	PUNCT
ijassa-1513	1042	3	a.	a.	NOUN
ijassa-1513	1042	4	,	,	PUNCT
ijassa-1513	1042	5	marcuzzo	marcuzzo	PROPN
ijassa-1513	1042	6	,	,	PUNCT
ijassa-1513	1042	7	m.	m.	NOUN
ijassa-1513	1042	8	,	,	PUNCT
ijassa-1513	1042	9	zangari	zangari	PROPN
ijassa-1513	1042	10	,	,	PUNCT
ijassa-1513	1042	11	a.	a.	PROPN
ijassa-1513	1042	12	&	&	CCONJ
ijassa-1513	1042	13	albarelli	albarelli	PROPN
ijassa-1513	1042	14	,	,	PUNCT
ijassa-1513	1042	15	a.	a.	NOUN
ijassa-1513	1042	16	(	(	PUNCT
ijassa-1513	1042	17	2022	2022	NUM
ijassa-1513	1042	18	)	)	PUNCT
ijassa-1513	1042	19	.	.	PUNCT
ijassa-1513	1043	1	a	a	DET
ijassa-1513	1043	2	survey	survey	NOUN
ijassa-1513	1043	3	on	on	ADP
ijassa-1513	1043	4	text	text	NOUN
ijassa-1513	1043	5	classification	classification	NOUN
ijassa-1513	1043	6	algorithms	algorithm	NOUN
ijassa-1513	1043	7	:	:	PUNCT
ijassa-1513	1043	8	from	from	ADP
ijassa-1513	1043	9	text	text	NOUN
ijassa-1513	1043	10	to	to	ADP
ijassa-1513	1043	11	predictions	prediction	NOUN
ijassa-1513	1043	12	,	,	PUNCT
ijassa-1513	1043	13	information	information	NOUN
ijassa-1513	1043	14	,	,	PUNCT
ijassa-1513	1043	15	13(2	13(2	PROPN
ijassa-1513	1043	16	)	)	PUNCT
ijassa-1513	1043	17	,	,	PUNCT
ijassa-1513	1043	18	83	83	NUM
ijassa-1513	1043	19	.	.	PUNCT
ijassa-1513	1044	1	https://doi.org/10.3390/info13020083	https://doi.org/10.3390/info13020083	PROPN
ijassa-1513	1044	2	39	39	NUM
ijassa-1513	1044	3	.	.	PUNCT
ijassa-1513	1045	1	genkin	genkin	PROPN
ijassa-1513	1045	2	,	,	PUNCT
ijassa-1513	1045	3	a.	a.	PROPN
ijassa-1513	1045	4	,	,	PUNCT
ijassa-1513	1045	5	lewis	lewis	PROPN
ijassa-1513	1045	6	,	,	PUNCT
ijassa-1513	1045	7	d.	d.	PROPN
ijassa-1513	1045	8	d.	d.	PROPN
ijassa-1513	1045	9	,	,	PUNCT
ijassa-1513	1045	10	&	&	CCONJ
ijassa-1513	1045	11	madigan	madigan	PROPN
ijassa-1513	1045	12	,	,	PUNCT
ijassa-1513	1045	13	d.	d.	PROPN
ijassa-1513	1045	14	(	(	PUNCT
ijassa-1513	1045	15	2007	2007	NUM
ijassa-1513	1045	16	)	)	PUNCT
ijassa-1513	1045	17	.	.	PUNCT
ijassa-1513	1046	1	large	large	ADJ
ijassa-1513	1046	2	-	-	PUNCT
ijassa-1513	1046	3	scale	scale	NOUN
ijassa-1513	1046	4	bayesian	bayesian	NOUN
ijassa-1513	1046	5	logistic	logistic	ADJ
ijassa-1513	1046	6	regression	regression	NOUN
ijassa-1513	1046	7	for	for	ADP
ijassa-1513	1046	8	text	text	NOUN
ijassa-1513	1046	9	categorization	categorization	NOUN
ijassa-1513	1046	10	,	,	PUNCT
ijassa-1513	1046	11	technometrics	technometric	NOUN
ijassa-1513	1046	12	,	,	PUNCT
ijassa-1513	1046	13	49(3	49(3	PROPN
ijassa-1513	1046	14	)	)	PUNCT
ijassa-1513	1046	15	,	,	PUNCT
ijassa-1513	1046	16	291–304	291–304	NUM
ijassa-1513	1046	17	.	.	PUNCT
ijassa-1513	1047	1	https://doi.org/10.1198/004017007000000245	https://doi.org/10.1198/004017007000000245	PROPN
ijassa-1513	1047	2	40	40	NUM
ijassa-1513	1047	3	.	.	PUNCT
ijassa-1513	1048	1	graves	grave	NOUN
ijassa-1513	1048	2	,	,	PUNCT
ijassa-1513	1048	3	a.	a.	NOUN
ijassa-1513	1048	4	(	(	PUNCT
ijassa-1513	1048	5	2012	2012	NUM
ijassa-1513	1048	6	)	)	PUNCT
ijassa-1513	1048	7	.	.	PUNCT
ijassa-1513	1049	1	connectionist	connectionist	NOUN
ijassa-1513	1049	2	temporal	temporal	ADJ
ijassa-1513	1049	3	classification	classification	NOUN
ijassa-1513	1049	4	.	.	PUNCT
ijassa-1513	1050	1	in	in	ADP
ijassa-1513	1050	2	:	:	PUNCT
ijassa-1513	1050	3	a.	a.	NOUN
ijassa-1513	1050	4	graves	grave	NOUN
ijassa-1513	1050	5	,	,	PUNCT
ijassa-1513	1050	6	supervised	supervise	VERB
ijassa-1513	1050	7	sequence	sequence	NOUN
ijassa-1513	1050	8	labelling	labelling	NOUN
ijassa-1513	1050	9	with	with	ADP
ijassa-1513	1050	10	recurrent	recurrent	ADJ
ijassa-1513	1050	11	neural	neural	ADJ
ijassa-1513	1050	12	networks	network	NOUN
ijassa-1513	1050	13	(	(	PUNCT
ijassa-1513	1050	14	pp	pp	ADV
ijassa-1513	1050	15	.	.	PUNCT
ijassa-1513	1051	1	61–93	61–93	NUM
ijassa-1513	1051	2	)	)	PUNCT
ijassa-1513	1051	3	,	,	PUNCT
ijassa-1513	1051	4	https://doi.org/10.1007/978-3-642-24797-2_7	https://doi.org/10.1007/978-3-642-24797-2_7	NOUN
ijassa-1513	1051	5	41	41	NUM
ijassa-1513	1051	6	.	.	PUNCT
ijassa-1513	1052	1	guo	guo	PROPN
ijassa-1513	1052	2	,	,	PUNCT
ijassa-1513	1052	3	q.	q.	PROPN
ijassa-1513	1052	4	,	,	PUNCT
ijassa-1513	1052	5	qiu	qiu	PROPN
ijassa-1513	1052	6	,	,	PUNCT
ijassa-1513	1052	7	x.	x.	PROPN
ijassa-1513	1052	8	,	,	PUNCT
ijassa-1513	1052	9	liu	liu	PROPN
ijassa-1513	1052	10	,	,	PUNCT
ijassa-1513	1052	11	p.	p.	PROPN
ijassa-1513	1052	12	,	,	PUNCT
ijassa-1513	1052	13	xue	xue	PROPN
ijassa-1513	1052	14	,	,	PUNCT
ijassa-1513	1052	15	x.	x.	PROPN
ijassa-1513	1052	16	&	&	CCONJ
ijassa-1513	1052	17	zhang	zhang	PROPN
ijassa-1513	1052	18	,	,	PUNCT
ijassa-1513	1052	19	z.	z.	PROPN
ijassa-1513	1052	20	(	(	PUNCT
ijassa-1513	1052	21	2020	2020	NUM
ijassa-1513	1052	22	)	)	PUNCT
ijassa-1513	1052	23	.	.	PUNCT
ijassa-1513	1053	1	multi	multi	ADJ
ijassa-1513	1053	2	-	-	ADJ
ijassa-1513	1053	3	scale	scale	ADJ
ijassa-1513	1053	4	self	self	NOUN
ijassa-1513	1053	5	-	-	PUNCT
ijassa-1513	1053	6	attention	attention	NOUN
ijassa-1513	1053	7	for	for	ADP
ijassa-1513	1053	8	text	text	NOUN
ijassa-1513	1053	9	classification	classification	NOUN
ijassa-1513	1053	10	,	,	PUNCT
ijassa-1513	1053	11	proc	proc	NOUN
ijassa-1513	1053	12	.	.	PUNCT
ijassa-1513	1054	1	of	of	ADP
ijassa-1513	1054	2	34th	34th	ADJ
ijassa-1513	1054	3	aaai	aaai	PROPN
ijassa-1513	1054	4	conference	conference	NOUN
ijassa-1513	1054	5	on	on	ADP
ijassa-1513	1054	6	artificial	artificial	ADJ
ijassa-1513	1054	7	intelligence	intelligence	NOUN
ijassa-1513	1054	8	(	(	PUNCT
ijassa-1513	1054	9	aaai	aaai	PROPN
ijassa-1513	1054	10	2020	2020	NUM
ijassa-1513	1054	11	)	)	PUNCT
ijassa-1513	1054	12	(	(	PUNCT
ijassa-1513	1054	13	new	new	PROPN
ijassa-1513	1054	14	york	york	PROPN
ijassa-1513	1054	15	,	,	PUNCT
ijassa-1513	1054	16	ny	ny	PROPN
ijassa-1513	1054	17	)	)	PUNCT
ijassa-1513	1054	18	,	,	PUNCT
ijassa-1513	1054	19	https://doi.org/10.1609/aaai.v34i05.6290	https://doi.org/10.1609/aaai.v34i05.6290	PROPN
ijassa-1513	1054	20	42	42	NUM
ijassa-1513	1054	21	.	.	PUNCT
ijassa-1513	1055	1	gupta	gupta	PROPN
ijassa-1513	1055	2	,	,	PUNCT
ijassa-1513	1055	3	v.	v.	PROPN
ijassa-1513	1055	4	&	&	CCONJ
ijassa-1513	1055	5	lehal	lehal	PROPN
ijassa-1513	1055	6	,	,	PUNCT
ijassa-1513	1055	7	g.	g.	PROPN
ijassa-1513	1055	8	s.	s.	PROPN
ijassa-1513	1055	9	(	(	PUNCT
ijassa-1513	1055	10	2009	2009	NUM
ijassa-1513	1055	11	)	)	PUNCT
ijassa-1513	1055	12	.	.	PUNCT
ijassa-1513	1056	1	a	a	DET
ijassa-1513	1056	2	survey	survey	NOUN
ijassa-1513	1056	3	of	of	ADP
ijassa-1513	1056	4	text	text	NOUN
ijassa-1513	1056	5	mining	mining	NOUN
ijassa-1513	1056	6	techniques	technique	NOUN
ijassa-1513	1056	7	and	and	CCONJ
ijassa-1513	1056	8	applications	application	NOUN
ijassa-1513	1056	9	,	,	PUNCT
ijassa-1513	1056	10	journal	journal	NOUN
ijassa-1513	1056	11	of	of	ADP
ijassa-1513	1056	12	emerging	emerge	VERB
ijassa-1513	1056	13	technologies	technology	NOUN
ijassa-1513	1056	14	in	in	ADP
ijassa-1513	1056	15	web	web	NOUN
ijassa-1513	1056	16	intelligence	intelligence	NOUN
ijassa-1513	1056	17	,	,	PUNCT
ijassa-1513	1056	18	1(1	1(1	NUM
ijassa-1513	1056	19	)	)	PUNCT
ijassa-1513	1056	20	,	,	PUNCT
ijassa-1513	1056	21	60–76	60–76	PROPN
ijassa-1513	1056	22	,	,	PUNCT
ijassa-1513	1056	23	https://doi.org/10.4304/jetwi.1.1.60-76	https://doi.org/10.4304/jetwi.1.1.60-76	PROPN
ijassa-1513	1056	24	43	43	NUM
ijassa-1513	1056	25	.	.	PUNCT
ijassa-1513	1057	1	gurusamy	gurusamy	NOUN
ijassa-1513	1057	2	,	,	PUNCT
ijassa-1513	1057	3	v.	v.	PROPN
ijassa-1513	1057	4	,	,	PUNCT
ijassa-1513	1057	5	&	&	CCONJ
ijassa-1513	1057	6	kannan	kannan	PROPN
ijassa-1513	1057	7	,	,	PUNCT
ijassa-1513	1057	8	s.	s.	PROPN
ijassa-1513	1057	9	(	(	PUNCT
ijassa-1513	1057	10	2014	2014	NUM
ijassa-1513	1057	11	)	)	PUNCT
ijassa-1513	1057	12	.	.	PUNCT
ijassa-1513	1058	1	preprocessing	preprocesse	VERB
ijassa-1513	1058	2	techniques	technique	NOUN
ijassa-1513	1058	3	for	for	ADP
ijassa-1513	1058	4	text	text	NOUN
ijassa-1513	1058	5	mining	mining	NOUN
ijassa-1513	1058	6	,	,	PUNCT
ijassa-1513	1058	7	international	international	ADJ
ijassa-1513	1058	8	journal	journal	NOUN
ijassa-1513	1058	9	of	of	ADP
ijassa-1513	1058	10	computer	computer	NOUN
ijassa-1513	1058	11	science	science	PROPN
ijassa-1513	1058	12	&	&	CCONJ
ijassa-1513	1058	13	engineering	engineering	PROPN
ijassa-1513	1058	14	technology	technology	NOUN
ijassa-1513	1058	15	,	,	PUNCT
ijassa-1513	1058	16	8(06	8(06	NUM
ijassa-1513	1058	17	)	)	PUNCT
ijassa-1513	1058	18	,	,	PUNCT
ijassa-1513	1058	19	225–231	225–231	NUM
ijassa-1513	1058	20	.	.	PUNCT
ijassa-1513	1059	1	156	156	NUM
ijassa-1513	1059	2	a.	a.	NOUN
ijassa-1513	1059	3	kravets	kravet	NOUN
ijassa-1513	1059	4	,	,	PUNCT
ijassa-1513	1059	5	d.	d.	PROPN
ijassa-1513	1059	6	semenochkin	semenochkin	PROPN
ijassa-1513	1059	7	copyright	copyright	NOUN
ijassa-1513	1059	8	©	©	PROPN
ijassa-1513	1059	9	2024	2024	NUM
ijassa-1513	1059	10	assa	assa	PROPN
ijassa-1513	1059	11	adv	adv	PROPN
ijassa-1513	1059	12	.	.	PUNCT
ijassa-1513	1060	1	in	in	ADP
ijassa-1513	1060	2	systems	system	NOUN
ijassa-1513	1060	3	science	science	NOUN
ijassa-1513	1060	4	and	and	CCONJ
ijassa-1513	1060	5	appl	appl	NOUN
ijassa-1513	1060	6	.	.	PUNCT
ijassa-1513	1061	1	(	(	PUNCT
ijassa-1513	1061	2	2024	2024	NUM
ijassa-1513	1061	3	)	)	PUNCT
ijassa-1513	1061	4	44	44	NUM
ijassa-1513	1061	5	.	.	PUNCT
ijassa-1513	1062	1	hacohen	hacohen	PROPN
ijassa-1513	1062	2	-	-	PUNCT
ijassa-1513	1062	3	kerner	kerner	PROPN
ijassa-1513	1062	4	,	,	PUNCT
ijassa-1513	1062	5	y.	y.	PROPN
ijassa-1513	1062	6	,	,	PUNCT
ijassa-1513	1062	7	miller	miller	PROPN
ijassa-1513	1062	8	,	,	PUNCT
ijassa-1513	1062	9	d.	d.	PROPN
ijassa-1513	1062	10	&	&	CCONJ
ijassa-1513	1062	11	yigal	yigal	PROPN
ijassa-1513	1062	12	,	,	PUNCT
ijassa-1513	1062	13	y.	y.	PROPN
ijassa-1513	1062	14	(	(	PUNCT
ijassa-1513	1062	15	2020	2020	NUM
ijassa-1513	1062	16	)	)	PUNCT
ijassa-1513	1062	17	.	.	PUNCT
ijassa-1513	1063	1	the	the	DET
ijassa-1513	1063	2	influence	influence	NOUN
ijassa-1513	1063	3	of	of	ADP
ijassa-1513	1063	4	preprocessing	preprocesse	VERB
ijassa-1513	1063	5	on	on	ADP
ijassa-1513	1063	6	text	text	NOUN
ijassa-1513	1063	7	classification	classification	NOUN
ijassa-1513	1063	8	using	use	VERB
ijassa-1513	1063	9	a	a	DET
ijassa-1513	1063	10	bag	bag	NOUN
ijassa-1513	1063	11	-	-	PUNCT
ijassa-1513	1063	12	of	of	ADP
ijassa-1513	1063	13	-	-	PUNCT
ijassa-1513	1063	14	words	word	NOUN
ijassa-1513	1063	15	representation	representation	NOUN
ijassa-1513	1063	16	,	,	PUNCT
ijassa-1513	1063	17	plos	plos	PROPN
ijassa-1513	1063	18	one	one	NUM
ijassa-1513	1063	19	,	,	PUNCT
ijassa-1513	1063	20	15(5	15(5	NUM
ijassa-1513	1063	21	)	)	PUNCT
ijassa-1513	1063	22	,	,	PUNCT
ijassa-1513	1063	23	https://doi.org/10.1371/journal.pone.0232525	https://doi.org/10.1371/journal.pone.0232525	VERB
ijassa-1513	1063	24	45	45	NUM
ijassa-1513	1063	25	.	.	PUNCT
ijassa-1513	1064	1	hassan	hassan	PROPN
ijassa-1513	1064	2	,	,	PUNCT
ijassa-1513	1064	3	a.	a.	PROPN
ijassa-1513	1064	4	,	,	PUNCT
ijassa-1513	1064	5	&	&	CCONJ
ijassa-1513	1064	6	mahmood	mahmood	PROPN
ijassa-1513	1064	7	,	,	PUNCT
ijassa-1513	1064	8	a.	a.	NOUN
ijassa-1513	1064	9	(	(	PUNCT
ijassa-1513	1064	10	2017	2017	NUM
ijassa-1513	1064	11	)	)	PUNCT
ijassa-1513	1064	12	.	.	PUNCT
ijassa-1513	1065	1	efficient	efficient	ADJ
ijassa-1513	1065	2	deep	deep	ADJ
ijassa-1513	1065	3	learning	learning	NOUN
ijassa-1513	1065	4	model	model	NOUN
ijassa-1513	1065	5	for	for	ADP
ijassa-1513	1065	6	text	text	NOUN
ijassa-1513	1065	7	classification	classification	NOUN
ijassa-1513	1065	8	based	base	VERB
ijassa-1513	1065	9	on	on	ADP
ijassa-1513	1065	10	recurrent	recurrent	ADJ
ijassa-1513	1065	11	and	and	CCONJ
ijassa-1513	1065	12	convolutional	convolutional	ADJ
ijassa-1513	1065	13	layers	layer	NOUN
ijassa-1513	1065	14	,	,	PUNCT
ijassa-1513	1065	15	proc	proc	NOUN
ijassa-1513	1065	16	.	.	PUNCT
ijassa-1513	1066	1	of	of	ADP
ijassa-1513	1066	2	16th	16th	ADJ
ijassa-1513	1066	3	ieee	ieee	NOUN
ijassa-1513	1066	4	international	international	ADJ
ijassa-1513	1066	5	conference	conference	NOUN
ijassa-1513	1066	6	on	on	ADP
ijassa-1513	1066	7	machine	machine	NOUN
ijassa-1513	1066	8	learning	learning	NOUN
ijassa-1513	1066	9	and	and	CCONJ
ijassa-1513	1066	10	applications	application	NOUN
ijassa-1513	1066	11	(	(	PUNCT
ijassa-1513	1066	12	icmla	icmla	NOUN
ijassa-1513	1066	13	2017	2017	NUM
ijassa-1513	1066	14	)	)	PUNCT
ijassa-1513	1066	15	(	(	PUNCT
ijassa-1513	1066	16	cancun	cancun	PROPN
ijassa-1513	1066	17	,	,	PUNCT
ijassa-1513	1066	18	mexico	mexico	PROPN
ijassa-1513	1066	19	)	)	PUNCT
ijassa-1513	1066	20	,	,	PUNCT
ijassa-1513	1066	21	https://doi.org/10.1109/icmla.2017.00009	https://doi.org/10.1109/icmla.2017.00009	PROPN
ijassa-1513	1066	22	46	46	NUM
ijassa-1513	1066	23	.	.	PUNCT
ijassa-1513	1067	1	hassan	hassan	PROPN
ijassa-1513	1067	2	,	,	PUNCT
ijassa-1513	1067	3	s.	s.	PROPN
ijassa-1513	1067	4	u.	u.	PROPN
ijassa-1513	1067	5	,	,	PUNCT
ijassa-1513	1067	6	ahamed	ahamed	PROPN
ijassa-1513	1067	7	,	,	PUNCT
ijassa-1513	1067	8	j.	j.	PROPN
ijassa-1513	1067	9	&	&	CCONJ
ijassa-1513	1067	10	ahmad	ahmad	PROPN
ijassa-1513	1067	11	,	,	PUNCT
ijassa-1513	1067	12	k.	k.	PROPN
ijassa-1513	1067	13	(	(	PUNCT
ijassa-1513	1067	14	2022	2022	NUM
ijassa-1513	1067	15	)	)	PUNCT
ijassa-1513	1067	16	.	.	PUNCT
ijassa-1513	1068	1	analytics	analytic	NOUN
ijassa-1513	1068	2	of	of	ADP
ijassa-1513	1068	3	machine	machine	NOUN
ijassa-1513	1068	4	learning	learning	NOUN
ijassa-1513	1068	5	-	-	PUNCT
ijassa-1513	1068	6	based	base	VERB
ijassa-1513	1068	7	algorithms	algorithm	NOUN
ijassa-1513	1068	8	for	for	ADP
ijassa-1513	1068	9	text	text	NOUN
ijassa-1513	1068	10	classification	classification	NOUN
ijassa-1513	1068	11	,	,	PUNCT
ijassa-1513	1068	12	sustainable	sustainable	ADJ
ijassa-1513	1068	13	operations	operation	NOUN
ijassa-1513	1068	14	and	and	CCONJ
ijassa-1513	1068	15	computers	computer	NOUN
ijassa-1513	1068	16	,	,	PUNCT
ijassa-1513	1068	17	3	3	NUM
ijassa-1513	1068	18	,	,	PUNCT
ijassa-1513	1068	19	https://doi.org/10.1016/j.susoc.2022.03.001	https://doi.org/10.1016/j.susoc.2022.03.001	NOUN
ijassa-1513	1068	20	47	47	NUM
ijassa-1513	1068	21	.	.	PUNCT
ijassa-1513	1069	1	he	he	PRON
ijassa-1513	1069	2	,	,	PUNCT
ijassa-1513	1069	3	y.	y.	PROPN
ijassa-1513	1069	4	,	,	PUNCT
ijassa-1513	1069	5	li	li	PROPN
ijassa-1513	1069	6	,	,	PUNCT
ijassa-1513	1069	7	j.	j.	PROPN
ijassa-1513	1069	8	,	,	PUNCT
ijassa-1513	1069	9	song	song	NOUN
ijassa-1513	1069	10	,	,	PUNCT
ijassa-1513	1069	11	y.	y.	PROPN
ijassa-1513	1069	12	,	,	PUNCT
ijassa-1513	1069	13	he	he	PRON
ijassa-1513	1069	14	,	,	PUNCT
ijassa-1513	1069	15	m.	m.	PROPN
ijassa-1513	1069	16	&	&	CCONJ
ijassa-1513	1069	17	peng	peng	PROPN
ijassa-1513	1069	18	,	,	PUNCT
ijassa-1513	1069	19	h.	h.	PROPN
ijassa-1513	1069	20	(	(	PUNCT
ijassa-1513	1069	21	2018	2018	NUM
ijassa-1513	1069	22	)	)	PUNCT
ijassa-1513	1069	23	.	.	PUNCT
ijassa-1513	1070	1	time	time	NOUN
ijassa-1513	1070	2	-	-	PUNCT
ijassa-1513	1070	3	evolving	evolve	VERB
ijassa-1513	1070	4	text	text	NOUN
ijassa-1513	1070	5	classification	classification	NOUN
ijassa-1513	1070	6	with	with	ADP
ijassa-1513	1070	7	deep	deep	ADJ
ijassa-1513	1070	8	neural	neural	ADJ
ijassa-1513	1070	9	networks	network	NOUN
ijassa-1513	1070	10	,	,	PUNCT
ijassa-1513	1070	11	proc	proc	NOUN
ijassa-1513	1070	12	.	.	PROPN
ijassa-1513	1071	1	of	of	ADP
ijassa-1513	1071	2	international	international	ADJ
ijassa-1513	1071	3	joint	joint	ADJ
ijassa-1513	1071	4	conference	conference	NOUN
ijassa-1513	1071	5	on	on	ADP
ijassa-1513	1071	6	artificial	artificial	ADJ
ijassa-1513	1071	7	intelligence	intelligence	NOUN
ijassa-1513	1071	8	(	(	PUNCT
ijassa-1513	1071	9	ijcai	ijcai	NOUN
ijassa-1513	1071	10	2018	2018	NUM
ijassa-1513	1071	11	)	)	PUNCT
ijassa-1513	1071	12	(	(	PUNCT
ijassa-1513	1071	13	stockholm	stockholm	PROPN
ijassa-1513	1071	14	,	,	PUNCT
ijassa-1513	1071	15	sweden	sweden	PROPN
ijassa-1513	1071	16	)	)	PUNCT
ijassa-1513	1071	17	.	.	PUNCT
ijassa-1513	1072	1	https://doi.org/10.24963/ijcai.2018/310	https://doi.org/10.24963/ijcai.2018/310	PROPN
ijassa-1513	1072	2	48	48	NUM
ijassa-1513	1072	3	.	.	PUNCT
ijassa-1513	1073	1	hochreiter	hochreiter	PROPN
ijassa-1513	1073	2	,	,	PUNCT
ijassa-1513	1073	3	s.	s.	PROPN
ijassa-1513	1073	4	,	,	PUNCT
ijassa-1513	1073	5	&	&	CCONJ
ijassa-1513	1073	6	schmidhuber	schmidhuber	PROPN
ijassa-1513	1073	7	,	,	PUNCT
ijassa-1513	1073	8	j.	j.	PROPN
ijassa-1513	1073	9	(	(	PUNCT
ijassa-1513	1073	10	1997	1997	NUM
ijassa-1513	1073	11	)	)	PUNCT
ijassa-1513	1073	12	.	.	PUNCT
ijassa-1513	1074	1	long	long	ADJ
ijassa-1513	1074	2	short	short	ADJ
ijassa-1513	1074	3	-	-	PUNCT
ijassa-1513	1074	4	term	term	NOUN
ijassa-1513	1074	5	memory	memory	NOUN
ijassa-1513	1074	6	,	,	PUNCT
ijassa-1513	1074	7	neural	neural	ADJ
ijassa-1513	1074	8	computation	computation	NOUN
ijassa-1513	1074	9	,	,	PUNCT
ijassa-1513	1074	10	9(8	9(8	NUM
ijassa-1513	1074	11	)	)	PUNCT
ijassa-1513	1074	12	,	,	PUNCT
ijassa-1513	1074	13	1735–1780	1735–1780	NUM
ijassa-1513	1074	14	,	,	PUNCT
ijassa-1513	1074	15	https://doi.org/10.1162/neco.1997.9.8.1735	https://doi.org/10.1162/neco.1997.9.8.1735	NOUN
ijassa-1513	1074	16	49	49	NUM
ijassa-1513	1074	17	.	.	PUNCT
ijassa-1513	1075	1	rennie	rennie	PROPN
ijassa-1513	1075	2	,	,	PUNCT
ijassa-1513	1075	3	j.	j.	PROPN
ijassa-1513	1075	4	(	(	PUNCT
ijassa-1513	1075	5	2008	2008	NUM
ijassa-1513	1075	6	)	)	PUNCT
ijassa-1513	1075	7	.	.	PUNCT
ijassa-1513	1076	1	home	home	NOUN
ijassa-1513	1076	2	page	page	NOUN
ijassa-1513	1076	3	for	for	ADP
ijassa-1513	1076	4	20	20	NUM
ijassa-1513	1076	5	newsgroups	newsgroup	NOUN
ijassa-1513	1076	6	data	datum	NOUN
ijassa-1513	1076	7	set	set	NOUN
ijassa-1513	1076	8	,	,	PUNCT
ijassa-1513	1076	9	[	[	X
ijassa-1513	1076	10	online	online	X
ijassa-1513	1076	11	]	]	X
ijassa-1513	1076	12	.	.	PUNCT
ijassa-1513	1077	1	available	available	ADJ
ijassa-1513	1077	2	:	:	PUNCT
ijassa-1513	1077	3	http://qwone.com/~jason/20newsgroups/	http://qwone.com/~jason/20newsgroups/	PROPN
ijassa-1513	1077	4	50	50	NUM
ijassa-1513	1077	5	.	.	PUNCT
ijassa-1513	1078	1	howard	howard	PROPN
ijassa-1513	1078	2	,	,	PUNCT
ijassa-1513	1078	3	j.	j.	PROPN
ijassa-1513	1078	4	&	&	CCONJ
ijassa-1513	1078	5	ruder	ruder	PROPN
ijassa-1513	1078	6	,	,	PUNCT
ijassa-1513	1078	7	s.	s.	PROPN
ijassa-1513	1078	8	(	(	PUNCT
ijassa-1513	1078	9	2018	2018	NUM
ijassa-1513	1078	10	)	)	PUNCT
ijassa-1513	1078	11	.	.	PUNCT
ijassa-1513	1079	1	universal	universal	ADJ
ijassa-1513	1079	2	language	language	NOUN
ijassa-1513	1079	3	model	model	NOUN
ijassa-1513	1079	4	fine	fine	ADV
ijassa-1513	1079	5	-	-	PUNCT
ijassa-1513	1079	6	tuning	tuning	NOUN
ijassa-1513	1079	7	for	for	ADP
ijassa-1513	1079	8	text	text	NOUN
ijassa-1513	1079	9	classification	classification	NOUN
ijassa-1513	1079	10	.	.	PUNCT
ijassa-1513	1080	1	proc	proc	NOUN
ijassa-1513	1080	2	.	.	PUNCT
ijassa-1513	1081	1	of	of	ADP
ijassa-1513	1081	2	56th	56th	ADJ
ijassa-1513	1081	3	annual	annual	ADJ
ijassa-1513	1081	4	meeting	meeting	NOUN
ijassa-1513	1081	5	of	of	ADP
ijassa-1513	1081	6	the	the	DET
ijassa-1513	1081	7	association	association	NOUN
ijassa-1513	1081	8	for	for	ADP
ijassa-1513	1081	9	computational	computational	ADJ
ijassa-1513	1081	10	linguistics	linguistic	NOUN
ijassa-1513	1081	11	,	,	PUNCT
ijassa-1513	1081	12	proceedings	proceeding	NOUN
ijassa-1513	1081	13	of	of	ADP
ijassa-1513	1081	14	the	the	DET
ijassa-1513	1081	15	conference	conference	NOUN
ijassa-1513	1081	16	(	(	PUNCT
ijassa-1513	1081	17	acl	acl	PROPN
ijassa-1513	1081	18	2018	2018	NUM
ijassa-1513	1081	19	)	)	PUNCT
ijassa-1513	1081	20	(	(	PUNCT
ijassa-1513	1081	21	melbourne	melbourne	PROPN
ijassa-1513	1081	22	,	,	PUNCT
ijassa-1513	1081	23	australia	australia	PROPN
ijassa-1513	1081	24	)	)	PUNCT
ijassa-1513	1081	25	,	,	PUNCT
ijassa-1513	1081	26	https://doi.org/10.18653/v1/p18-1031	https://doi.org/10.18653/v1/p18-1031	NOUN
ijassa-1513	1081	27	51	51	NUM
ijassa-1513	1081	28	.	.	PUNCT
ijassa-1513	1081	29	hrala	hrala	PROPN
ijassa-1513	1081	30	,	,	PUNCT
ijassa-1513	1081	31	m.	m.	NOUN
ijassa-1513	1081	32	&	&	CCONJ
ijassa-1513	1081	33	král	král	PROPN
ijassa-1513	1081	34	,	,	PUNCT
ijassa-1513	1081	35	p.	p.	NOUN
ijassa-1513	1081	36	(	(	PUNCT
ijassa-1513	1081	37	2013	2013	NUM
ijassa-1513	1081	38	)	)	PUNCT
ijassa-1513	1081	39	.	.	PUNCT
ijassa-1513	1082	1	evaluation	evaluation	NOUN
ijassa-1513	1082	2	of	of	ADP
ijassa-1513	1082	3	the	the	DET
ijassa-1513	1082	4	document	document	NOUN
ijassa-1513	1082	5	classification	classification	NOUN
ijassa-1513	1082	6	approaches	approach	NOUN
ijassa-1513	1082	7	,	,	PUNCT
ijassa-1513	1082	8	advances	advance	NOUN
ijassa-1513	1082	9	in	in	ADP
ijassa-1513	1082	10	intelligent	intelligent	ADJ
ijassa-1513	1082	11	systems	system	NOUN
ijassa-1513	1082	12	and	and	CCONJ
ijassa-1513	1082	13	computing	computing	NOUN
ijassa-1513	1082	14	,	,	PUNCT
ijassa-1513	1082	15	226	226	NUM
ijassa-1513	1082	16	,	,	PUNCT
ijassa-1513	1082	17	877–885	877–885	NUM
ijassa-1513	1082	18	,	,	PUNCT
ijassa-1513	1082	19	https://doi.org/10.1007/978-3-319-00969-8_86/cover	https://doi.org/10.1007/978-3-319-00969-8_86/cover	PROPN
ijassa-1513	1082	20	52	52	NUM
ijassa-1513	1082	21	.	.	PUNCT
ijassa-1513	1083	1	hu	hu	PROPN
ijassa-1513	1083	2	,	,	PUNCT
ijassa-1513	1083	3	h.	h.	PROPN
ijassa-1513	1083	4	,	,	PUNCT
ijassa-1513	1083	5	liao	liao	PROPN
ijassa-1513	1083	6	,	,	PUNCT
ijassa-1513	1083	7	m.	m.	NOUN
ijassa-1513	1083	8	,	,	PUNCT
ijassa-1513	1083	9	zhang	zhang	PROPN
ijassa-1513	1083	10	,	,	PUNCT
ijassa-1513	1083	11	c.	c.	PROPN
ijassa-1513	1083	12	&	&	CCONJ
ijassa-1513	1083	13	jing	jing	PROPN
ijassa-1513	1083	14	,	,	PUNCT
ijassa-1513	1083	15	y.	y.	PROPN
ijassa-1513	1083	16	(	(	PUNCT
ijassa-1513	1083	17	2020	2020	NUM
ijassa-1513	1083	18	)	)	PUNCT
ijassa-1513	1083	19	.	.	PUNCT
ijassa-1513	1084	1	text	text	NOUN
ijassa-1513	1084	2	classification	classification	NOUN
ijassa-1513	1084	3	based	base	VERB
ijassa-1513	1084	4	recurrent	recurrent	ADJ
ijassa-1513	1084	5	neural	neural	ADJ
ijassa-1513	1084	6	network	network	NOUN
ijassa-1513	1084	7	,	,	PUNCT
ijassa-1513	1084	8	proc	proc	NOUN
ijassa-1513	1084	9	.	.	PUNCT
ijassa-1513	1085	1	of	of	ADP
ijassa-1513	1085	2	2020	2020	NUM
ijassa-1513	1085	3	ieee	ieee	NOUN
ijassa-1513	1085	4	5th	5th	ADJ
ijassa-1513	1085	5	information	information	NOUN
ijassa-1513	1085	6	technology	technology	NOUN
ijassa-1513	1085	7	and	and	CCONJ
ijassa-1513	1085	8	mechatronics	mechatronic	NOUN
ijassa-1513	1085	9	engineering	engineering	NOUN
ijassa-1513	1085	10	conference	conference	NOUN
ijassa-1513	1085	11	(	(	PUNCT
ijassa-1513	1085	12	itoec	itoec	NOUN
ijassa-1513	1085	13	2020	2020	NUM
ijassa-1513	1085	14	)	)	PUNCT
ijassa-1513	1085	15	(	(	PUNCT
ijassa-1513	1085	16	chongqing	chongqing	PROPN
ijassa-1513	1085	17	,	,	PUNCT
ijassa-1513	1085	18	china	china	PROPN
ijassa-1513	1085	19	)	)	PUNCT
ijassa-1513	1085	20	,	,	PUNCT
ijassa-1513	1085	21	652–655	652–655	NUM
ijassa-1513	1085	22	,	,	PUNCT
ijassa-1513	1085	23	https://doi.org/10.1109/itoec49072.2020.9141747	https://doi.org/10.1109/itoec49072.2020.9141747	PROPN
ijassa-1513	1085	24	53	53	NUM
ijassa-1513	1085	25	.	.	PUNCT
ijassa-1513	1086	1	huang	huang	PROPN
ijassa-1513	1086	2	,	,	PUNCT
ijassa-1513	1086	3	w.	w.	PROPN
ijassa-1513	1086	4	,	,	PUNCT
ijassa-1513	1086	5	chen	chen	PROPN
ijassa-1513	1086	6	,	,	PUNCT
ijassa-1513	1086	7	e.	e.	PROPN
ijassa-1513	1086	8	,	,	PUNCT
ijassa-1513	1086	9	liu	liu	PROPN
ijassa-1513	1086	10	,	,	PUNCT
ijassa-1513	1086	11	q.	q.	PROPN
ijassa-1513	1086	12	,	,	PUNCT
ijassa-1513	1086	13	chen	chen	PROPN
ijassa-1513	1086	14	,	,	PUNCT
ijassa-1513	1086	15	y.	y.	PROPN
ijassa-1513	1086	16	,	,	PUNCT
ijassa-1513	1086	17	huang	huang	PROPN
ijassa-1513	1086	18	,	,	PUNCT
ijassa-1513	1086	19	z.	z.	PROPN
ijassa-1513	1086	20	,	,	PUNCT
ijassa-1513	1086	21	et	et	PROPN
ijassa-1513	1086	22	al	al	PROPN
ijassa-1513	1086	23	.	.	PROPN
ijassa-1513	1086	24	(	(	PUNCT
ijassa-1513	1086	25	2019	2019	NUM
ijassa-1513	1086	26	)	)	PUNCT
ijassa-1513	1086	27	.	.	PUNCT
ijassa-1513	1087	1	hierarchical	hierarchical	ADJ
ijassa-1513	1087	2	multilabel	multilabel	NOUN
ijassa-1513	1087	3	text	text	NOUN
ijassa-1513	1087	4	classification	classification	NOUN
ijassa-1513	1087	5	:	:	PUNCT
ijassa-1513	1087	6	an	an	DET
ijassa-1513	1087	7	attention	attention	NOUN
ijassa-1513	1087	8	-	-	PUNCT
ijassa-1513	1087	9	based	base	VERB
ijassa-1513	1087	10	recurrent	recurrent	ADJ
ijassa-1513	1087	11	network	network	NOUN
ijassa-1513	1087	12	approach	approach	NOUN
ijassa-1513	1087	13	,	,	PUNCT
ijassa-1513	1087	14	proc	proc	NOUN
ijassa-1513	1087	15	.	.	PROPN
ijassa-1513	1088	1	of	of	ADP
ijassa-1513	1088	2	international	international	ADJ
ijassa-1513	1088	3	conference	conference	NOUN
ijassa-1513	1088	4	on	on	ADP
ijassa-1513	1088	5	information	information	NOUN
ijassa-1513	1088	6	and	and	CCONJ
ijassa-1513	1088	7	knowledge	knowledge	NOUN
ijassa-1513	1088	8	management	management	NOUN
ijassa-1513	1088	9	(	(	PUNCT
ijassa-1513	1088	10	boise	boise	PROPN
ijassa-1513	1088	11	,	,	PUNCT
ijassa-1513	1088	12	i	i	PROPN
ijassa-1513	1088	13	d	d	PROPN
ijassa-1513	1088	14	)	)	PUNCT
ijassa-1513	1088	15	,	,	PUNCT
ijassa-1513	1088	16	https://doi.org/10.1145/3357384.3357885	https://doi.org/10.1145/3357384.3357885	NOUN
ijassa-1513	1088	17	54	54	NUM
ijassa-1513	1088	18	.	.	PUNCT
ijassa-1513	1088	19	huang	huang	PROPN
ijassa-1513	1088	20	,	,	PUNCT
ijassa-1513	1088	21	x.	x.	PROPN
ijassa-1513	1088	22	,	,	PUNCT
ijassa-1513	1088	23	chen	chen	PROPN
ijassa-1513	1088	24	,	,	PUNCT
ijassa-1513	1088	25	b.	b.	PROPN
ijassa-1513	1088	26	,	,	PUNCT
ijassa-1513	1088	27	xiao	xiao	PROPN
ijassa-1513	1088	28	,	,	PUNCT
ijassa-1513	1088	29	l.	l.	PROPN
ijassa-1513	1088	30	,	,	PUNCT
ijassa-1513	1088	31	&	&	CCONJ
ijassa-1513	1088	32	jing	jing	PROPN
ijassa-1513	1088	33	,	,	PUNCT
ijassa-1513	1088	34	l.	l.	PROPN
ijassa-1513	1088	35	(	(	PUNCT
ijassa-1513	1088	36	2019	2019	NUM
ijassa-1513	1088	37	)	)	PUNCT
ijassa-1513	1088	38	.	.	PUNCT
ijassa-1513	1089	1	label	label	NOUN
ijassa-1513	1089	2	-	-	PUNCT
ijassa-1513	1089	3	aware	aware	ADJ
ijassa-1513	1089	4	document	document	NOUN
ijassa-1513	1089	5	representation	representation	NOUN
ijassa-1513	1089	6	via	via	ADP
ijassa-1513	1089	7	hybrid	hybrid	ADJ
ijassa-1513	1089	8	attention	attention	NOUN
ijassa-1513	1089	9	for	for	ADP
ijassa-1513	1089	10	extreme	extreme	ADJ
ijassa-1513	1089	11	multi	multi	ADJ
ijassa-1513	1089	12	-	-	ADJ
ijassa-1513	1089	13	label	label	ADJ
ijassa-1513	1089	14	text	text	NOUN
ijassa-1513	1089	15	classification	classification	NOUN
ijassa-1513	1089	16	.	.	PUNCT
ijassa-1513	1090	1	arxiv	arxiv	NOUN
ijassa-1513	1090	2	:	:	PUNCT
ijassa-1513	1091	1	1905.10070	1905.10070	NUM
ijassa-1513	1091	2	,	,	PUNCT
ijassa-1513	1091	3	[	[	X
ijassa-1513	1091	4	online	online	X
ijassa-1513	1091	5	]	]	X
ijassa-1513	1091	6	.	.	PUNCT
ijassa-1513	1092	1	available	available	ADJ
ijassa-1513	1092	2	:	:	PUNCT
ijassa-1513	1092	3	https://arxiv.org/abs/1905.10070	https://arxiv.org/abs/1905.10070	NOUN
ijassa-1513	1092	4	55	55	NUM
ijassa-1513	1092	5	.	.	PUNCT
ijassa-1513	1093	1	hung	hung	PROPN
ijassa-1513	1093	2	,	,	PUNCT
ijassa-1513	1093	3	v.	v.	ADP
ijassa-1513	1093	4	t.	t.	PROPN
ijassa-1513	1093	5	(	(	PUNCT
ijassa-1513	1093	6	2020	2020	NUM
ijassa-1513	1093	7	)	)	PUNCT
ijassa-1513	1093	8	.	.	PUNCT
ijassa-1513	1094	1	development	development	NOUN
ijassa-1513	1094	2	of	of	ADP
ijassa-1513	1094	3	a	a	DET
ijassa-1513	1094	4	document	document	NOUN
ijassa-1513	1094	5	classification	classification	NOUN
ijassa-1513	1094	6	method	method	NOUN
ijassa-1513	1094	7	by	by	ADP
ijassa-1513	1094	8	using	use	VERB
ijassa-1513	1094	9	geodesic	geodesic	ADJ
ijassa-1513	1094	10	distance	distance	NOUN
ijassa-1513	1094	11	to	to	PART
ijassa-1513	1094	12	calculate	calculate	VERB
ijassa-1513	1094	13	similarity	similarity	NOUN
ijassa-1513	1094	14	of	of	ADP
ijassa-1513	1094	15	documents	document	NOUN
ijassa-1513	1094	16	,	,	PUNCT
ijassa-1513	1094	17	eastern	eastern	ADJ
ijassa-1513	1094	18	-	-	PUNCT
ijassa-1513	1094	19	european	european	ADJ
ijassa-1513	1094	20	journal	journal	NOUN
ijassa-1513	1094	21	of	of	ADP
ijassa-1513	1094	22	enterprise	enterprise	NOUN
ijassa-1513	1094	23	technologies	technology	NOUN
ijassa-1513	1094	24	,	,	PUNCT
ijassa-1513	1094	25	4	4	NUM
ijassa-1513	1094	26	,	,	PUNCT
ijassa-1513	1094	27	2–106	2–106	NUM
ijassa-1513	1094	28	.	.	PUNCT
ijassa-1513	1095	1	https://doi.org/10.15587/1729-4061.2020.203866	https://doi.org/10.15587/1729-4061.2020.203866	PROPN
ijassa-1513	1095	2	56	56	NUM
ijassa-1513	1095	3	.	.	PUNCT
ijassa-1513	1096	1	islam	islam	PROPN
ijassa-1513	1096	2	,	,	PUNCT
ijassa-1513	1096	3	m.	m.	PROPN
ijassa-1513	1096	4	z.	z.	PROPN
ijassa-1513	1096	5	,	,	PUNCT
ijassa-1513	1096	6	liu	liu	PROPN
ijassa-1513	1096	7	,	,	PUNCT
ijassa-1513	1096	8	j.	j.	PROPN
ijassa-1513	1096	9	,	,	PUNCT
ijassa-1513	1096	10	li	li	PROPN
ijassa-1513	1096	11	,	,	PUNCT
ijassa-1513	1096	12	j.	j.	PROPN
ijassa-1513	1096	13	,	,	PUNCT
ijassa-1513	1096	14	liu	liu	PROPN
ijassa-1513	1096	15	,	,	PUNCT
ijassa-1513	1096	16	l.	l.	PROPN
ijassa-1513	1096	17	&	&	CCONJ
ijassa-1513	1096	18	kang	kang	PROPN
ijassa-1513	1096	19	,	,	PUNCT
ijassa-1513	1096	20	w.	w.	PROPN
ijassa-1513	1096	21	(	(	PUNCT
ijassa-1513	1096	22	2019	2019	NUM
ijassa-1513	1096	23	)	)	PUNCT
ijassa-1513	1096	24	.	.	PUNCT
ijassa-1513	1097	1	a	a	DET
ijassa-1513	1097	2	semantics	semantic	NOUN
ijassa-1513	1097	3	aware	aware	VERB
ijassa-1513	1097	4	random	random	ADJ
ijassa-1513	1097	5	forest	forest	NOUN
ijassa-1513	1097	6	for	for	ADP
ijassa-1513	1097	7	text	text	NOUN
ijassa-1513	1097	8	classification	classification	NOUN
ijassa-1513	1097	9	,	,	PUNCT
ijassa-1513	1097	10	proc	proc	NOUN
ijassa-1513	1097	11	.	.	PROPN
ijassa-1513	1098	1	of	of	ADP
ijassa-1513	1098	2	international	international	ADJ
ijassa-1513	1098	3	conference	conference	NOUN
ijassa-1513	1098	4	on	on	ADP
ijassa-1513	1098	5	information	information	NOUN
ijassa-1513	1098	6	and	and	CCONJ
ijassa-1513	1098	7	knowledge	knowledge	NOUN
ijassa-1513	1098	8	management	management	NOUN
ijassa-1513	1098	9	(	(	PUNCT
ijassa-1513	1098	10	boise	boise	PROPN
ijassa-1513	1098	11	,	,	PUNCT
ijassa-1513	1098	12	i	i	PROPN
ijassa-1513	1098	13	d	d	PROPN
ijassa-1513	1098	14	)	)	PUNCT
ijassa-1513	1098	15	,	,	PUNCT
ijassa-1513	1098	16	https://doi.org/10.1145/3357384.3357891	https://doi.org/10.1145/3357384.3357891	VERB
ijassa-1513	1098	17	57	57	NUM
ijassa-1513	1098	18	.	.	PUNCT
ijassa-1513	1099	1	ismailov	ismailov	PROPN
ijassa-1513	1099	2	,	,	PUNCT
ijassa-1513	1099	3	a.	a.	PROPN
ijassa-1513	1099	4	,	,	PUNCT
ijassa-1513	1099	5	abdul	abdul	PROPN
ijassa-1513	1099	6	jalil	jalil	PROPN
ijassa-1513	1099	7	,	,	PUNCT
ijassa-1513	1099	8	m.	m.	NOUN
ijassa-1513	1099	9	m.	m.	NOUN
ijassa-1513	1099	10	,	,	PUNCT
ijassa-1513	1099	11	abdullah	abdullah	PROPN
ijassa-1513	1099	12	,	,	PUNCT
ijassa-1513	1099	13	z.	z.	PROPN
ijassa-1513	1099	14	,	,	PUNCT
ijassa-1513	1099	15	&	&	CCONJ
ijassa-1513	1099	16	abd	abd	PROPN
ijassa-1513	1099	17	rahim	rahim	PROPN
ijassa-1513	1099	18	,	,	PUNCT
ijassa-1513	1099	19	n.	n.	PROPN
ijassa-1513	1099	20	h.	h.	PROPN
ijassa-1513	1100	1	(	(	PUNCT
ijassa-1513	1100	2	2016	2016	NUM
ijassa-1513	1100	3	)	)	PUNCT
ijassa-1513	1100	4	.	.	PUNCT
ijassa-1513	1101	1	a	a	DET
ijassa-1513	1101	2	comparative	comparative	ADJ
ijassa-1513	1101	3	study	study	NOUN
ijassa-1513	1101	4	of	of	ADP
ijassa-1513	1101	5	stemming	stem	VERB
ijassa-1513	1101	6	algorithms	algorithm	NOUN
ijassa-1513	1101	7	for	for	ADP
ijassa-1513	1101	8	use	use	NOUN
ijassa-1513	1101	9	with	with	ADP
ijassa-1513	1101	10	the	the	DET
ijassa-1513	1101	11	uzbek	uzbek	PROPN
ijassa-1513	1101	12	language	language	NOUN
ijassa-1513	1101	13	,	,	PUNCT
ijassa-1513	1101	14	proc	proc	NOUN
ijassa-1513	1101	15	.	.	PUNCT
ijassa-1513	1102	1	of	of	ADP
ijassa-1513	1102	2	3rd	3rd	ADJ
ijassa-1513	1102	3	international	international	ADJ
ijassa-1513	1102	4	conference	conference	NOUN
ijassa-1513	1102	5	on	on	ADP
ijassa-1513	1102	6	computer	computer	NOUN
ijassa-1513	1102	7	and	and	CCONJ
ijassa-1513	1102	8	information	information	NOUN
ijassa-1513	1102	9	sciences	science	NOUN
ijassa-1513	1102	10	(	(	PUNCT
ijassa-1513	1102	11	iccoins	iccoin	VERB
ijassa-1513	1102	12	2016	2016	NUM
ijassa-1513	1102	13	)	)	PUNCT
ijassa-1513	1102	14	(	(	PUNCT
ijassa-1513	1102	15	kuala	kuala	PROPN
ijassa-1513	1102	16	lumpur	lumpur	PROPN
ijassa-1513	1102	17	,	,	PUNCT
ijassa-1513	1102	18	malaysia	malaysia	PROPN
ijassa-1513	1102	19	)	)	PUNCT
ijassa-1513	1102	20	,	,	PUNCT
ijassa-1513	1102	21	https://doi.org/10.1109/iccoins.2016.7783180	https://doi.org/10.1109/iccoins.2016.7783180	PROPN
ijassa-1513	1102	22	text	text	NOUN
ijassa-1513	1102	23	classification	classification	NOUN
ijassa-1513	1102	24	technologies	technology	NOUN
ijassa-1513	1102	25	in	in	ADP
ijassa-1513	1102	26	document	document	NOUN
ijassa-1513	1102	27	categorization	categorization	NOUN
ijassa-1513	1102	28	systems	system	NOUN
ijassa-1513	1102	29	.	.	PUNCT
ijassa-1513	1103	1	a	a	DET
ijassa-1513	1103	2	survey	survey	NOUN
ijassa-1513	1103	3	157	157	NUM
ijassa-1513	1103	4	copyright	copyright	NOUN
ijassa-1513	1103	5	©	©	PROPN
ijassa-1513	1103	6	2024	2024	NUM
ijassa-1513	1103	7	assa	assa	NOUN
ijassa-1513	1103	8	.	.	PUNCT
ijassa-1513	1104	1	adv	adv	PROPN
ijassa-1513	1104	2	.	.	PUNCT
ijassa-1513	1105	1	in	in	ADP
ijassa-1513	1105	2	systems	system	NOUN
ijassa-1513	1105	3	science	science	NOUN
ijassa-1513	1105	4	and	and	CCONJ
ijassa-1513	1105	5	appl	appl	NOUN
ijassa-1513	1105	6	.	.	PUNCT
ijassa-1513	1106	1	(	(	PUNCT
ijassa-1513	1106	2	2024	2024	NUM
ijassa-1513	1106	3	)	)	PUNCT
ijassa-1513	1106	4	58	58	NUM
ijassa-1513	1106	5	.	.	PUNCT
ijassa-1513	1107	1	jacovi	jacovi	PROPN
ijassa-1513	1107	2	,	,	PUNCT
ijassa-1513	1107	3	a.	a.	PROPN
ijassa-1513	1107	4	,	,	PUNCT
ijassa-1513	1107	5	shalom	shalom	NOUN
ijassa-1513	1107	6	,	,	PUNCT
ijassa-1513	1107	7	o.	o.	PROPN
ijassa-1513	1107	8	s.	s.	PROPN
ijassa-1513	1107	9	,	,	PUNCT
ijassa-1513	1107	10	&	&	CCONJ
ijassa-1513	1107	11	goldberg	goldberg	PROPN
ijassa-1513	1107	12	,	,	PUNCT
ijassa-1513	1107	13	y.	y.	PROPN
ijassa-1513	1107	14	(	(	PUNCT
ijassa-1513	1107	15	2020	2020	NUM
ijassa-1513	1107	16	)	)	PUNCT
ijassa-1513	1107	17	.	.	PUNCT
ijassa-1513	1108	1	understanding	understand	VERB
ijassa-1513	1108	2	convolutional	convolutional	ADJ
ijassa-1513	1108	3	neural	neural	ADJ
ijassa-1513	1108	4	networks	network	NOUN
ijassa-1513	1108	5	for	for	ADP
ijassa-1513	1108	6	text	text	NOUN
ijassa-1513	1108	7	classification	classification	NOUN
ijassa-1513	1108	8	,	,	PUNCT
ijassa-1513	1108	9	arxiv	arxiv	NOUN
ijassa-1513	1108	10	:	:	PUNCT
ijassa-1513	1109	1	1809.08037	1809.08037	NUM
ijassa-1513	1109	2	,	,	PUNCT
ijassa-1513	1109	3	[	[	X
ijassa-1513	1109	4	online	online	X
ijassa-1513	1109	5	]	]	X
ijassa-1513	1109	6	.	.	PUNCT
ijassa-1513	1110	1	available	available	ADJ
ijassa-1513	1110	2	:	:	PUNCT
ijassa-1513	1110	3	https://arxiv.org/abs/1809.08037	https://arxiv.org/abs/1809.08037	VERB
ijassa-1513	1110	4	59	59	NUM
ijassa-1513	1110	5	.	.	PUNCT
ijassa-1513	1111	1	javed	javed	PROPN
ijassa-1513	1111	2	,	,	PUNCT
ijassa-1513	1111	3	k.	k.	PROPN
ijassa-1513	1111	4	&	&	CCONJ
ijassa-1513	1111	5	babri	babri	PROPN
ijassa-1513	1111	6	,	,	PUNCT
ijassa-1513	1111	7	h.	h.	PROPN
ijassa-1513	1111	8	a.	a.	PROPN
ijassa-1513	1111	9	(	(	PUNCT
ijassa-1513	1111	10	2017	2017	NUM
ijassa-1513	1111	11	)	)	PUNCT
ijassa-1513	1111	12	.	.	PUNCT
ijassa-1513	1112	1	feature	feature	NOUN
ijassa-1513	1112	2	selection	selection	NOUN
ijassa-1513	1112	3	based	base	VERB
ijassa-1513	1112	4	on	on	ADP
ijassa-1513	1112	5	a	a	DET
ijassa-1513	1112	6	normalized	normalize	VERB
ijassa-1513	1112	7	difference	difference	NOUN
ijassa-1513	1112	8	measure	measure	NOUN
ijassa-1513	1112	9	for	for	ADP
ijassa-1513	1112	10	text	text	NOUN
ijassa-1513	1112	11	classification	classification	NOUN
ijassa-1513	1112	12	,	,	PUNCT
ijassa-1513	1112	13	information	information	NOUN
ijassa-1513	1112	14	processing	processing	NOUN
ijassa-1513	1112	15	and	and	CCONJ
ijassa-1513	1112	16	management	management	NOUN
ijassa-1513	1112	17	,	,	PUNCT
ijassa-1513	1112	18	53(2	53(2	NUM
ijassa-1513	1112	19	)	)	PUNCT
ijassa-1513	1112	20	,	,	PUNCT
ijassa-1513	1112	21	https://doi.org/10.1016/j.ipm.2016.12.004	https://doi.org/10.1016/j.ipm.2016.12.004	PROPN
ijassa-1513	1112	22	60	60	NUM
ijassa-1513	1112	23	.	.	PUNCT
ijassa-1513	1113	1	jiang	jiang	PROPN
ijassa-1513	1113	2	,	,	PUNCT
ijassa-1513	1113	3	s.	s.	PROPN
ijassa-1513	1113	4	,	,	PUNCT
ijassa-1513	1113	5	pang	pang	NOUN
ijassa-1513	1113	6	,	,	PUNCT
ijassa-1513	1113	7	g.	g.	PROPN
ijassa-1513	1113	8	,	,	PUNCT
ijassa-1513	1113	9	wu	wu	PROPN
ijassa-1513	1113	10	,	,	PUNCT
ijassa-1513	1113	11	m.	m.	PROPN
ijassa-1513	1113	12	&	&	CCONJ
ijassa-1513	1113	13	kuang	kuang	PROPN
ijassa-1513	1113	14	,	,	PUNCT
ijassa-1513	1113	15	l.	l.	PROPN
ijassa-1513	1113	16	(	(	PUNCT
ijassa-1513	1113	17	2012	2012	NUM
ijassa-1513	1113	18	)	)	PUNCT
ijassa-1513	1113	19	.	.	PUNCT
ijassa-1513	1114	1	an	an	DET
ijassa-1513	1114	2	improved	improved	ADJ
ijassa-1513	1114	3	k	k	ADJ
ijassa-1513	1114	4	-	-	PUNCT
ijassa-1513	1114	5	nearest	near	ADJ
ijassa-1513	1114	6	-	-	PUNCT
ijassa-1513	1114	7	neighbor	neighbor	NOUN
ijassa-1513	1114	8	algorithm	algorithm	NOUN
ijassa-1513	1114	9	for	for	ADP
ijassa-1513	1114	10	text	text	NOUN
ijassa-1513	1114	11	categorization	categorization	NOUN
ijassa-1513	1114	12	,	,	PUNCT
ijassa-1513	1114	13	expert	expert	NOUN
ijassa-1513	1114	14	systems	system	NOUN
ijassa-1513	1114	15	with	with	ADP
ijassa-1513	1114	16	applications	application	NOUN
ijassa-1513	1114	17	,	,	PUNCT
ijassa-1513	1114	18	39(1	39(1	NUM
ijassa-1513	1114	19	)	)	PUNCT
ijassa-1513	1114	20	,	,	PUNCT
ijassa-1513	1114	21	1503–1509	1503–1509	NUM
ijassa-1513	1114	22	,	,	PUNCT
ijassa-1513	1114	23	https://doi.org/10.1016/j.eswa.2011.08.040	https://doi.org/10.1016/j.eswa.2011.08.040	X
ijassa-1513	1114	24	61	61	NUM
ijassa-1513	1114	25	.	.	PUNCT
ijassa-1513	1115	1	jiang	jiang	PROPN
ijassa-1513	1115	2	,	,	PUNCT
ijassa-1513	1115	3	t.	t.	PROPN
ijassa-1513	1115	4	,	,	PUNCT
ijassa-1513	1115	5	wang	wang	PROPN
ijassa-1513	1115	6	,	,	PUNCT
ijassa-1513	1115	7	d.	d.	PROPN
ijassa-1513	1115	8	,	,	PUNCT
ijassa-1513	1115	9	sun	sun	PROPN
ijassa-1513	1115	10	,	,	PUNCT
ijassa-1513	1115	11	l.	l.	PROPN
ijassa-1513	1115	12	,	,	PUNCT
ijassa-1513	1115	13	yang	yang	PROPN
ijassa-1513	1115	14	,	,	PUNCT
ijassa-1513	1115	15	h.	h.	PROPN
ijassa-1513	1115	16	,	,	PUNCT
ijassa-1513	1115	17	zhao	zhao	PROPN
ijassa-1513	1115	18	,	,	PUNCT
ijassa-1513	1115	19	z.	z.	PROPN
ijassa-1513	1115	20	&	&	CCONJ
ijassa-1513	1115	21	zhuang	zhuang	PROPN
ijassa-1513	1115	22	,	,	PUNCT
ijassa-1513	1115	23	f.	f.	PROPN
ijassa-1513	1115	24	(	(	PUNCT
ijassa-1513	1115	25	2021	2021	NUM
ijassa-1513	1115	26	)	)	PUNCT
ijassa-1513	1115	27	.	.	PUNCT
ijassa-1513	1116	1	lightxml	lightxml	NOUN
ijassa-1513	1116	2	:	:	PUNCT
ijassa-1513	1116	3	transformer	transformer	NOUN
ijassa-1513	1116	4	with	with	ADP
ijassa-1513	1116	5	dynamic	dynamic	ADJ
ijassa-1513	1116	6	negative	negative	ADJ
ijassa-1513	1116	7	sampling	sampling	NOUN
ijassa-1513	1116	8	for	for	ADP
ijassa-1513	1116	9	high	high	ADJ
ijassa-1513	1116	10	-	-	PUNCT
ijassa-1513	1116	11	performance	performance	NOUN
ijassa-1513	1116	12	extreme	extreme	ADJ
ijassa-1513	1116	13	multi	multi	ADJ
ijassa-1513	1116	14	-	-	ADJ
ijassa-1513	1116	15	label	label	ADJ
ijassa-1513	1116	16	text	text	NOUN
ijassa-1513	1116	17	classification	classification	NOUN
ijassa-1513	1116	18	,	,	PUNCT
ijassa-1513	1116	19	proc	proc	NOUN
ijassa-1513	1116	20	.	.	PUNCT
ijassa-1513	1117	1	of	of	ADP
ijassa-1513	1117	2	35th	35th	ADJ
ijassa-1513	1117	3	aaai	aaai	PROPN
ijassa-1513	1117	4	conference	conference	NOUN
ijassa-1513	1117	5	on	on	ADP
ijassa-1513	1117	6	artificial	artificial	ADJ
ijassa-1513	1117	7	intelligence	intelligence	NOUN
ijassa-1513	1117	8	(	(	PUNCT
ijassa-1513	1117	9	aaai	aaai	PROPN
ijassa-1513	1117	10	2021	2021	NUM
ijassa-1513	1117	11	)	)	PUNCT
ijassa-1513	1117	12	(	(	PUNCT
ijassa-1513	1117	13	online	online	NOUN
ijassa-1513	1117	14	)	)	PUNCT
ijassa-1513	1117	15	,	,	PUNCT
ijassa-1513	1117	16	https://doi.org/10.1609/aaai.v35i9.16974	https://doi.org/10.1609/aaai.v35i9.16974	X
ijassa-1513	1117	17	62	62	NUM
ijassa-1513	1117	18	.	.	PUNCT
ijassa-1513	1118	1	jindal	jindal	PROPN
ijassa-1513	1118	2	,	,	PUNCT
ijassa-1513	1118	3	r.	r.	PROPN
ijassa-1513	1118	4	,	,	PUNCT
ijassa-1513	1118	5	malhotra	malhotra	PROPN
ijassa-1513	1118	6	,	,	PUNCT
ijassa-1513	1118	7	r.	r.	PROPN
ijassa-1513	1118	8	&	&	CCONJ
ijassa-1513	1118	9	jain	jain	PROPN
ijassa-1513	1118	10	,	,	PUNCT
ijassa-1513	1118	11	a.	a.	NOUN
ijassa-1513	1118	12	(	(	PUNCT
ijassa-1513	1118	13	2015	2015	NUM
ijassa-1513	1118	14	)	)	PUNCT
ijassa-1513	1118	15	.	.	PUNCT
ijassa-1513	1119	1	techniques	technique	NOUN
ijassa-1513	1119	2	for	for	ADP
ijassa-1513	1119	3	text	text	NOUN
ijassa-1513	1119	4	classification	classification	NOUN
ijassa-1513	1119	5	:	:	PUNCT
ijassa-1513	1119	6	literature	literature	NOUN
ijassa-1513	1119	7	review	review	NOUN
ijassa-1513	1119	8	and	and	CCONJ
ijassa-1513	1119	9	current	current	ADJ
ijassa-1513	1119	10	trends	trend	NOUN
ijassa-1513	1119	11	,	,	PUNCT
ijassa-1513	1119	12	webology	webology	NOUN
ijassa-1513	1119	13	,	,	PUNCT
ijassa-1513	1119	14	12(2	12(2	NUM
ijassa-1513	1119	15	)	)	PUNCT
ijassa-1513	1119	16	,	,	PUNCT
ijassa-1513	1119	17	1–28	1–28	PROPN
ijassa-1513	1119	18	.	.	PROPN
ijassa-1513	1120	1	63	63	NUM
ijassa-1513	1120	2	.	.	PUNCT
ijassa-1513	1121	1	johnson	johnson	PROPN
ijassa-1513	1121	2	,	,	PUNCT
ijassa-1513	1121	3	a.	a.	PROPN
ijassa-1513	1121	4	e.	e.	PROPN
ijassa-1513	1121	5	w.	w.	PROPN
ijassa-1513	1121	6	,	,	PUNCT
ijassa-1513	1121	7	pollard	pollard	PROPN
ijassa-1513	1121	8	,	,	PUNCT
ijassa-1513	1121	9	t.	t.	PROPN
ijassa-1513	1121	10	j.	j.	PROPN
ijassa-1513	1121	11	,	,	PUNCT
ijassa-1513	1121	12	shen	shen	PROPN
ijassa-1513	1121	13	,	,	PUNCT
ijassa-1513	1121	14	l.	l.	PROPN
ijassa-1513	1121	15	,	,	PUNCT
ijassa-1513	1121	16	lehman	lehman	PROPN
ijassa-1513	1121	17	,	,	PUNCT
ijassa-1513	1121	18	l.	l.	PROPN
ijassa-1513	1121	19	w.	w.	PROPN
ijassa-1513	1121	20	h.	h.	PROPN
ijassa-1513	1121	21	,	,	PUNCT
ijassa-1513	1121	22	feng	feng	PROPN
ijassa-1513	1121	23	,	,	PUNCT
ijassa-1513	1121	24	m.	m.	NOUN
ijassa-1513	1121	25	,	,	PUNCT
ijassa-1513	1121	26	et	et	PROPN
ijassa-1513	1121	27	al	al	PROPN
ijassa-1513	1121	28	.	.	PUNCT
ijassa-1513	1121	29	(	(	PUNCT
ijassa-1513	1121	30	2016	2016	NUM
ijassa-1513	1121	31	)	)	PUNCT
ijassa-1513	1121	32	.	.	PUNCT
ijassa-1513	1122	1	mimic	mimic	ADJ
ijassa-1513	1122	2	-	-	PUNCT
ijassa-1513	1122	3	iii	iii	NOUN
ijassa-1513	1122	4	,	,	PUNCT
ijassa-1513	1122	5	a	a	DET
ijassa-1513	1122	6	freely	freely	ADV
ijassa-1513	1122	7	accessible	accessible	ADJ
ijassa-1513	1122	8	critical	critical	ADJ
ijassa-1513	1122	9	care	care	NOUN
ijassa-1513	1122	10	database	database	NOUN
ijassa-1513	1122	11	,	,	PUNCT
ijassa-1513	1122	12	scientific	scientific	ADJ
ijassa-1513	1122	13	data	datum	NOUN
ijassa-1513	1122	14	2016	2016	NUM
ijassa-1513	1122	15	,	,	PUNCT
ijassa-1513	1122	16	3(1	3(1	NUM
ijassa-1513	1122	17	)	)	PUNCT
ijassa-1513	1122	18	,	,	PUNCT
ijassa-1513	1122	19	1–9	1–9	NOUN
ijassa-1513	1122	20	,	,	PUNCT
ijassa-1513	1122	21	https://doi.org/10.1038/sdata.2016.35	https://doi.org/10.1038/sdata.2016.35	PROPN
ijassa-1513	1122	22	64	64	NUM
ijassa-1513	1122	23	.	.	PUNCT
ijassa-1513	1123	1	johnson	johnson	PROPN
ijassa-1513	1123	2	,	,	PUNCT
ijassa-1513	1123	3	r.	r.	PROPN
ijassa-1513	1123	4	&	&	CCONJ
ijassa-1513	1123	5	zhang	zhang	PROPN
ijassa-1513	1123	6	,	,	PUNCT
ijassa-1513	1123	7	t.	t.	PROPN
ijassa-1513	1123	8	(	(	PUNCT
ijassa-1513	1123	9	n.d	n.d	PROPN
ijassa-1513	1123	10	.	.	PROPN
ijassa-1513	1123	11	)	)	PUNCT
ijassa-1513	1123	12	.	.	PUNCT
ijassa-1513	1124	1	semi	semi	ADJ
ijassa-1513	1124	2	-	-	ADJ
ijassa-1513	1124	3	supervised	supervised	ADJ
ijassa-1513	1124	4	convolutional	convolutional	ADJ
ijassa-1513	1124	5	neural	neural	ADJ
ijassa-1513	1124	6	networks	network	NOUN
ijassa-1513	1124	7	for	for	ADP
ijassa-1513	1124	8	text	text	NOUN
ijassa-1513	1124	9	categorization	categorization	NOUN
ijassa-1513	1124	10	via	via	ADP
ijassa-1513	1124	11	region	region	NOUN
ijassa-1513	1124	12	embedding	embed	VERB
ijassa-1513	1124	13	,	,	PUNCT
ijassa-1513	1124	14	arxiv	arxiv	NOUN
ijassa-1513	1124	15	:	:	PUNCT
ijassa-1513	1124	16	1504.01255	1504.01255	NUM
ijassa-1513	1124	17	,	,	PUNCT
ijassa-1513	1124	18	[	[	X
ijassa-1513	1124	19	online	online	X
ijassa-1513	1124	20	]	]	X
ijassa-1513	1124	21	.	.	PUNCT
ijassa-1513	1125	1	available	available	ADJ
ijassa-1513	1125	2	:	:	PUNCT
ijassa-1513	1125	3	https://arxiv.org/abs/1504.01255	https://arxiv.org/abs/1504.01255	ADJ
ijassa-1513	1125	4	.	.	PUNCT
ijassa-1513	1126	1	65	65	NUM
ijassa-1513	1126	2	.	.	PUNCT
ijassa-1513	1126	3	jones	jones	PROPN
ijassa-1513	1126	4	,	,	PUNCT
ijassa-1513	1126	5	k.	k.	PROPN
ijassa-1513	1126	6	s.	s.	PROPN
ijassa-1513	1126	7	(	(	PUNCT
ijassa-1513	1126	8	2004	2004	NUM
ijassa-1513	1126	9	)	)	PUNCT
ijassa-1513	1126	10	.	.	PUNCT
ijassa-1513	1127	1	a	a	DET
ijassa-1513	1127	2	statistical	statistical	ADJ
ijassa-1513	1127	3	interpretation	interpretation	NOUN
ijassa-1513	1127	4	of	of	ADP
ijassa-1513	1127	5	term	term	NOUN
ijassa-1513	1127	6	specificity	specificity	NOUN
ijassa-1513	1127	7	and	and	CCONJ
ijassa-1513	1127	8	its	its	PRON
ijassa-1513	1127	9	application	application	NOUN
ijassa-1513	1127	10	in	in	ADP
ijassa-1513	1127	11	retrieval	retrieval	NOUN
ijassa-1513	1127	12	,	,	PUNCT
ijassa-1513	1127	13	journal	journal	NOUN
ijassa-1513	1127	14	of	of	ADP
ijassa-1513	1127	15	documentation	documentation	NOUN
ijassa-1513	1127	16	,	,	PUNCT
ijassa-1513	1127	17	60	60	NUM
ijassa-1513	1127	18	,	,	PUNCT
ijassa-1513	1127	19	11–21	11–21	NUM
ijassa-1513	1127	20	.	.	PUNCT
ijassa-1513	1127	21	66	66	NUM
ijassa-1513	1127	22	.	.	PUNCT
ijassa-1513	1128	1	joulin	joulin	PROPN
ijassa-1513	1128	2	,	,	PUNCT
ijassa-1513	1128	3	a.	a.	NOUN
ijassa-1513	1128	4	,	,	PUNCT
ijassa-1513	1128	5	grave	grave	NOUN
ijassa-1513	1128	6	,	,	PUNCT
ijassa-1513	1128	7	e.	e.	PROPN
ijassa-1513	1128	8	,	,	PUNCT
ijassa-1513	1128	9	bojanowski	bojanowski	VERB
ijassa-1513	1128	10	,	,	PUNCT
ijassa-1513	1128	11	p.	p.	NOUN
ijassa-1513	1128	12	&	&	CCONJ
ijassa-1513	1128	13	mikolov	mikolov	PROPN
ijassa-1513	1128	14	,	,	PUNCT
ijassa-1513	1128	15	t.	t.	PROPN
ijassa-1513	1128	16	(	(	PUNCT
ijassa-1513	1128	17	2017	2017	NUM
ijassa-1513	1128	18	)	)	PUNCT
ijassa-1513	1128	19	.	.	PUNCT
ijassa-1513	1129	1	bag	bag	NOUN
ijassa-1513	1129	2	of	of	ADP
ijassa-1513	1129	3	tricks	trick	NOUN
ijassa-1513	1129	4	for	for	ADP
ijassa-1513	1129	5	efficient	efficient	ADJ
ijassa-1513	1129	6	text	text	NOUN
ijassa-1513	1129	7	classification	classification	NOUN
ijassa-1513	1129	8	,	,	PUNCT
ijassa-1513	1129	9	proc	proc	NOUN
ijassa-1513	1129	10	.	.	PUNCT
ijassa-1513	1130	1	of	of	ADP
ijassa-1513	1130	2	15th	15th	ADJ
ijassa-1513	1130	3	conference	conference	NOUN
ijassa-1513	1130	4	of	of	ADP
ijassa-1513	1130	5	the	the	DET
ijassa-1513	1130	6	european	european	ADJ
ijassa-1513	1130	7	chapter	chapter	NOUN
ijassa-1513	1130	8	of	of	ADP
ijassa-1513	1130	9	the	the	DET
ijassa-1513	1130	10	association	association	NOUN
ijassa-1513	1130	11	for	for	ADP
ijassa-1513	1130	12	computational	computational	ADJ
ijassa-1513	1130	13	linguistics	linguistic	NOUN
ijassa-1513	1130	14	(	(	PUNCT
ijassa-1513	1130	15	eacl	eacl	NOUN
ijassa-1513	1130	16	2017	2017	NUM
ijassa-1513	1130	17	)	)	PUNCT
ijassa-1513	1130	18	(	(	PUNCT
ijassa-1513	1130	19	valencia	valencia	PROPN
ijassa-1513	1130	20	,	,	PUNCT
ijassa-1513	1130	21	spain	spain	PROPN
ijassa-1513	1130	22	)	)	PUNCT
ijassa-1513	1130	23	,	,	PUNCT
ijassa-1513	1130	24	https://doi.org/10.18653/v1/e17-2068	https://doi.org/10.18653/v1/e17-2068	PROPN
ijassa-1513	1130	25	67	67	NUM
ijassa-1513	1130	26	.	.	PUNCT
ijassa-1513	1131	1	kalra	kalra	PROPN
ijassa-1513	1131	2	,	,	PUNCT
ijassa-1513	1131	3	v.	v.	PROPN
ijassa-1513	1131	4	,	,	PUNCT
ijassa-1513	1131	5	kashyap	kashyap	PROPN
ijassa-1513	1131	6	,	,	PUNCT
ijassa-1513	1131	7	i.	i.	PROPN
ijassa-1513	1131	8	&	&	CCONJ
ijassa-1513	1131	9	kaur	kaur	PROPN
ijassa-1513	1131	10	,	,	PUNCT
ijassa-1513	1131	11	h.	h.	PROPN
ijassa-1513	1131	12	(	(	PUNCT
ijassa-1513	1131	13	2022	2022	NUM
ijassa-1513	1131	14	)	)	PUNCT
ijassa-1513	1131	15	.	.	PUNCT
ijassa-1513	1132	1	improving	improve	VERB
ijassa-1513	1132	2	document	document	NOUN
ijassa-1513	1132	3	classification	classification	NOUN
ijassa-1513	1132	4	using	use	VERB
ijassa-1513	1132	5	domain	domain	NOUN
ijassa-1513	1132	6	-	-	PUNCT
ijassa-1513	1132	7	specific	specific	ADJ
ijassa-1513	1132	8	vocabulary	vocabulary	NOUN
ijassa-1513	1132	9	:	:	PUNCT
ijassa-1513	1132	10	hybridization	hybridization	NOUN
ijassa-1513	1132	11	of	of	ADP
ijassa-1513	1132	12	deep	deep	ADJ
ijassa-1513	1132	13	learning	learning	NOUN
ijassa-1513	1132	14	approach	approach	NOUN
ijassa-1513	1132	15	with	with	ADP
ijassa-1513	1132	16	tfidf	tfidf	NOUN
ijassa-1513	1132	17	,	,	PUNCT
ijassa-1513	1132	18	international	international	ADJ
ijassa-1513	1132	19	journal	journal	NOUN
ijassa-1513	1132	20	of	of	ADP
ijassa-1513	1132	21	information	information	NOUN
ijassa-1513	1132	22	technology	technology	NOUN
ijassa-1513	1132	23	,	,	PUNCT
ijassa-1513	1132	24	14(5	14(5	NUM
ijassa-1513	1132	25	)	)	PUNCT
ijassa-1513	1132	26	.	.	PUNCT
ijassa-1513	1133	1	https://doi.org/10.1007/s41870022-00889-x	https://doi.org/10.1007/s41870022-00889-x	NUM
ijassa-1513	1133	2	68	68	NUM
ijassa-1513	1133	3	.	.	PUNCT
ijassa-1513	1134	1	kamath	kamath	PROPN
ijassa-1513	1134	2	,	,	PUNCT
ijassa-1513	1134	3	c.	c.	PROPN
ijassa-1513	1134	4	n.	n.	PROPN
ijassa-1513	1134	5	,	,	PUNCT
ijassa-1513	1134	6	bukhari	bukhari	PROPN
ijassa-1513	1134	7	,	,	PUNCT
ijassa-1513	1134	8	s.	s.	PROPN
ijassa-1513	1134	9	s.	s.	PROPN
ijassa-1513	1134	10	&	&	CCONJ
ijassa-1513	1134	11	dengel	dengel	PROPN
ijassa-1513	1134	12	,	,	PUNCT
ijassa-1513	1134	13	a.	a.	NOUN
ijassa-1513	1134	14	(	(	PUNCT
ijassa-1513	1134	15	2018	2018	NUM
ijassa-1513	1134	16	)	)	PUNCT
ijassa-1513	1134	17	.	.	PUNCT
ijassa-1513	1135	1	comparative	comparative	ADJ
ijassa-1513	1135	2	study	study	NOUN
ijassa-1513	1135	3	between	between	ADP
ijassa-1513	1135	4	traditional	traditional	ADJ
ijassa-1513	1135	5	machine	machine	NOUN
ijassa-1513	1135	6	learning	learning	NOUN
ijassa-1513	1135	7	and	and	CCONJ
ijassa-1513	1135	8	deep	deep	ADJ
ijassa-1513	1135	9	learning	learning	NOUN
ijassa-1513	1135	10	approaches	approach	NOUN
ijassa-1513	1135	11	for	for	ADP
ijassa-1513	1135	12	text	text	NOUN
ijassa-1513	1135	13	classification	classification	NOUN
ijassa-1513	1135	14	,	,	PUNCT
ijassa-1513	1135	15	proc	proc	NOUN
ijassa-1513	1135	16	.	.	PUNCT
ijassa-1513	1136	1	of	of	ADP
ijassa-1513	1136	2	the	the	DET
ijassa-1513	1136	3	acm	acm	NOUN
ijassa-1513	1136	4	symposium	symposium	NOUN
ijassa-1513	1136	5	on	on	ADP
ijassa-1513	1136	6	document	document	NOUN
ijassa-1513	1136	7	engineering	engineering	NOUN
ijassa-1513	1136	8	(	(	PUNCT
ijassa-1513	1136	9	halifax	halifax	PROPN
ijassa-1513	1136	10	,	,	PUNCT
ijassa-1513	1136	11	canada	canada	PROPN
ijassa-1513	1136	12	)	)	PUNCT
ijassa-1513	1136	13	,	,	PUNCT
ijassa-1513	1136	14	https://doi.org/10.1145/3209280.3209526	https://doi.org/10.1145/3209280.3209526	NOUN
ijassa-1513	1136	15	69	69	NUM
ijassa-1513	1136	16	.	.	PUNCT
ijassa-1513	1137	1	karthikeyan	karthikeyan	PROPN
ijassa-1513	1137	2	,	,	PUNCT
ijassa-1513	1137	3	t.	t.	PROPN
ijassa-1513	1137	4	,	,	PUNCT
ijassa-1513	1137	5	sekaran	sekaran	NOUN
ijassa-1513	1137	6	,	,	PUNCT
ijassa-1513	1137	7	k.	k.	PROPN
ijassa-1513	1137	8	,	,	PUNCT
ijassa-1513	1137	9	ranjith	ranjith	PROPN
ijassa-1513	1137	10	,	,	PUNCT
ijassa-1513	1137	11	d.	d.	PROPN
ijassa-1513	1137	12	,	,	PUNCT
ijassa-1513	1137	13	vinoth	vinoth	PROPN
ijassa-1513	1137	14	kumar	kumar	PROPN
ijassa-1513	1137	15	,	,	PUNCT
ijassa-1513	1137	16	v.	v.	PROPN
ijassa-1513	1137	17	&	&	CCONJ
ijassa-1513	1137	18	balajee	balajee	PROPN
ijassa-1513	1137	19	,	,	PUNCT
ijassa-1513	1137	20	j.	j.	PROPN
ijassa-1513	1137	21	m.	m.	PROPN
ijassa-1513	1137	22	(	(	PUNCT
ijassa-1513	1137	23	2019	2019	NUM
ijassa-1513	1137	24	)	)	PUNCT
ijassa-1513	1137	25	.	.	PUNCT
ijassa-1513	1138	1	personalized	personalize	VERB
ijassa-1513	1138	2	content	content	NOUN
ijassa-1513	1138	3	extraction	extraction	NOUN
ijassa-1513	1138	4	and	and	CCONJ
ijassa-1513	1138	5	text	text	NOUN
ijassa-1513	1138	6	classification	classification	NOUN
ijassa-1513	1138	7	using	use	VERB
ijassa-1513	1138	8	effective	effective	ADJ
ijassa-1513	1138	9	web	web	NOUN
ijassa-1513	1138	10	scraping	scrape	VERB
ijassa-1513	1138	11	techniques	technique	NOUN
ijassa-1513	1138	12	,	,	PUNCT
ijassa-1513	1138	13	international	international	ADJ
ijassa-1513	1138	14	journal	journal	NOUN
ijassa-1513	1138	15	of	of	ADP
ijassa-1513	1138	16	web	web	NOUN
ijassa-1513	1138	17	portals	portal	NOUN
ijassa-1513	1138	18	,	,	PUNCT
ijassa-1513	1138	19	11(2	11(2	NOUN
ijassa-1513	1138	20	)	)	PUNCT
ijassa-1513	1138	21	,	,	PUNCT
ijassa-1513	1138	22	https://doi.org/10.4018/ijwp.2019070103	https://doi.org/10.4018/ijwp.2019070103	NOUN
ijassa-1513	1138	23	70	70	NUM
ijassa-1513	1138	24	.	.	PUNCT
ijassa-1513	1139	1	khalilian	khalilian	PROPN
ijassa-1513	1139	2	,	,	PUNCT
ijassa-1513	1139	3	m.	m.	NOUN
ijassa-1513	1139	4	,	,	PUNCT
ijassa-1513	1139	5	&	&	CCONJ
ijassa-1513	1139	6	hassanzadeh	hassanzadeh	PROPN
ijassa-1513	1139	7	,	,	PUNCT
ijassa-1513	1139	8	s.	s.	PROPN
ijassa-1513	1139	9	(	(	PUNCT
ijassa-1513	1139	10	2019	2019	NUM
ijassa-1513	1139	11	)	)	PUNCT
ijassa-1513	1139	12	.	.	PUNCT
ijassa-1513	1140	1	document	document	NOUN
ijassa-1513	1140	2	classification	classification	NOUN
ijassa-1513	1140	3	methods	method	NOUN
ijassa-1513	1140	4	,	,	PUNCT
ijassa-1513	1140	5	arxiv	arxiv	NOUN
ijassa-1513	1140	6	:	:	PUNCT
ijassa-1513	1140	7	1909.07368v1	1909.07368v1	NUM
ijassa-1513	1140	8	,	,	PUNCT
ijassa-1513	1141	1	[	[	X
ijassa-1513	1141	2	online	online	X
ijassa-1513	1141	3	]	]	X
ijassa-1513	1141	4	.	.	PUNCT
ijassa-1513	1142	1	available	available	ADJ
ijassa-1513	1142	2	:	:	PUNCT
ijassa-1513	1142	3	https://arxiv.org/abs/1909.07368v1	https://arxiv.org/abs/1909.07368v1	PROPN
ijassa-1513	1142	4	71	71	NUM
ijassa-1513	1142	5	.	.	PUNCT
ijassa-1513	1143	1	khamar	khamar	PROPN
ijassa-1513	1143	2	,	,	PUNCT
ijassa-1513	1143	3	k.	k.	PROPN
ijassa-1513	1143	4	(	(	PUNCT
ijassa-1513	1143	5	2013	2013	NUM
ijassa-1513	1143	6	)	)	PUNCT
ijassa-1513	1143	7	.	.	PUNCT
ijassa-1513	1144	1	short	short	ADJ
ijassa-1513	1144	2	text	text	NOUN
ijassa-1513	1144	3	classification	classification	NOUN
ijassa-1513	1144	4	using	use	VERB
ijassa-1513	1144	5	knn	knn	PROPN
ijassa-1513	1144	6	based	base	VERB
ijassa-1513	1144	7	on	on	ADP
ijassa-1513	1144	8	distance	distance	NOUN
ijassa-1513	1144	9	function	function	NOUN
ijassa-1513	1144	10	,	,	PUNCT
ijassa-1513	1144	11	international	international	ADJ
ijassa-1513	1144	12	journal	journal	NOUN
ijassa-1513	1144	13	of	of	ADP
ijassa-1513	1144	14	advanced	advanced	ADJ
ijassa-1513	1144	15	research	research	NOUN
ijassa-1513	1144	16	in	in	ADP
ijassa-1513	1144	17	computer	computer	NOUN
ijassa-1513	1144	18	and	and	CCONJ
ijassa-1513	1144	19	communication	communication	NOUN
ijassa-1513	1144	20	engineering	engineering	NOUN
ijassa-1513	1144	21	,	,	PUNCT
ijassa-1513	1144	22	2(4	2(4	NUM
ijassa-1513	1144	23	)	)	PUNCT
ijassa-1513	1144	24	.	.	PUNCT
ijassa-1513	1145	1	158	158	NUM
ijassa-1513	1145	2	a.	a.	NOUN
ijassa-1513	1145	3	kravets	kravet	NOUN
ijassa-1513	1145	4	,	,	PUNCT
ijassa-1513	1145	5	d.	d.	PROPN
ijassa-1513	1145	6	semenochkin	semenochkin	PROPN
ijassa-1513	1145	7	copyright	copyright	NOUN
ijassa-1513	1145	8	©	©	PROPN
ijassa-1513	1145	9	2024	2024	NUM
ijassa-1513	1145	10	assa	assa	PROPN
ijassa-1513	1145	11	adv	adv	PROPN
ijassa-1513	1145	12	.	.	PUNCT
ijassa-1513	1146	1	in	in	ADP
ijassa-1513	1146	2	systems	system	NOUN
ijassa-1513	1146	3	science	science	NOUN
ijassa-1513	1146	4	and	and	CCONJ
ijassa-1513	1146	5	appl	appl	NOUN
ijassa-1513	1146	6	.	.	PUNCT
ijassa-1513	1147	1	(	(	PUNCT
ijassa-1513	1147	2	2024	2024	NUM
ijassa-1513	1147	3	)	)	PUNCT
ijassa-1513	1147	4	72	72	NUM
ijassa-1513	1147	5	.	.	PUNCT
ijassa-1513	1148	1	kim	kim	PROPN
ijassa-1513	1148	2	,	,	PUNCT
ijassa-1513	1148	3	m.-j	m.-j	PROPN
ijassa-1513	1148	4	.	.	PROPN
ijassa-1513	1148	5	,	,	PUNCT
ijassa-1513	1148	6	kang	kang	PROPN
ijassa-1513	1148	7	,	,	PUNCT
ijassa-1513	1148	8	j.-s	j.-s	PROPN
ijassa-1513	1148	9	.	.	PUNCT
ijassa-1513	1148	10	&	&	CCONJ
ijassa-1513	1148	11	chung	chung	PROPN
ijassa-1513	1148	12	,	,	PUNCT
ijassa-1513	1148	13	k.	k.	PROPN
ijassa-1513	1148	14	(	(	PUNCT
ijassa-1513	1148	15	2020	2020	NUM
ijassa-1513	1148	16	)	)	PUNCT
ijassa-1513	1148	17	.	.	PUNCT
ijassa-1513	1149	1	word	word	NOUN
ijassa-1513	1149	2	-	-	PUNCT
ijassa-1513	1149	3	embedding	embed	VERB
ijassa-1513	1149	4	-	-	PUNCT
ijassa-1513	1149	5	based	base	VERB
ijassa-1513	1149	6	traffic	traffic	NOUN
ijassa-1513	1149	7	document	document	NOUN
ijassa-1513	1149	8	classification	classification	NOUN
ijassa-1513	1149	9	model	model	NOUN
ijassa-1513	1149	10	for	for	ADP
ijassa-1513	1149	11	detecting	detect	VERB
ijassa-1513	1149	12	emerging	emerge	VERB
ijassa-1513	1149	13	risks	risk	NOUN
ijassa-1513	1149	14	using	use	VERB
ijassa-1513	1149	15	sentiment	sentiment	NOUN
ijassa-1513	1149	16	similarity	similarity	NOUN
ijassa-1513	1149	17	weight	weight	NOUN
ijassa-1513	1149	18	,	,	PUNCT
ijassa-1513	1149	19	ieee	ieee	NOUN
ijassa-1513	1149	20	access	access	NOUN
ijassa-1513	1149	21	,	,	PUNCT
ijassa-1513	1149	22	8	8	NUM
ijassa-1513	1149	23	,	,	PUNCT
ijassa-1513	1149	24	183983–183994	183983–183994	NUM
ijassa-1513	1149	25	,	,	PUNCT
ijassa-1513	1149	26	https://doi.org/10.1109/access.2020.3026585	https://doi.org/10.1109/access.2020.3026585	PROPN
ijassa-1513	1149	27	73	73	NUM
ijassa-1513	1149	28	.	.	PUNCT
ijassa-1513	1150	1	kim	kim	PROPN
ijassa-1513	1150	2	,	,	PUNCT
ijassa-1513	1150	3	y.	y.	PROPN
ijassa-1513	1150	4	(	(	PUNCT
ijassa-1513	1150	5	2014	2014	NUM
ijassa-1513	1150	6	)	)	PUNCT
ijassa-1513	1150	7	.	.	PUNCT
ijassa-1513	1151	1	convolutional	convolutional	ADJ
ijassa-1513	1151	2	neural	neural	ADJ
ijassa-1513	1151	3	networks	network	NOUN
ijassa-1513	1151	4	for	for	ADP
ijassa-1513	1151	5	sentence	sentence	NOUN
ijassa-1513	1151	6	classification	classification	NOUN
ijassa-1513	1151	7	,	,	PUNCT
ijassa-1513	1151	8	proc	proc	NOUN
ijassa-1513	1151	9	.	.	PUNCT
ijassa-1513	1152	1	of	of	ADP
ijassa-1513	1152	2	conference	conference	NOUN
ijassa-1513	1152	3	on	on	ADP
ijassa-1513	1152	4	empirical	empirical	ADJ
ijassa-1513	1152	5	methods	method	NOUN
ijassa-1513	1152	6	in	in	ADP
ijassa-1513	1152	7	natural	natural	ADJ
ijassa-1513	1152	8	language	language	NOUN
ijassa-1513	1152	9	processing	processing	NOUN
ijassa-1513	1152	10	(	(	PUNCT
ijassa-1513	1152	11	emnlp	emnlp	ADJ
ijassa-1513	1152	12	2014	2014	NUM
ijassa-1513	1152	13	)	)	PUNCT
ijassa-1513	1152	14	(	(	PUNCT
ijassa-1513	1152	15	doha	doha	PROPN
ijassa-1513	1152	16	,	,	PUNCT
ijassa-1513	1152	17	qatar	qatar	PROPN
ijassa-1513	1152	18	)	)	PUNCT
ijassa-1513	1152	19	,	,	PUNCT
ijassa-1513	1152	20	https://doi.org/10.3115/v1/d14-1181	https://doi.org/10.3115/v1/d14-1181	PROPN
ijassa-1513	1152	21	74	74	NUM
ijassa-1513	1152	22	.	.	PUNCT
ijassa-1513	1153	1	kitchenham	kitchenham	PROPN
ijassa-1513	1153	2	,	,	PUNCT
ijassa-1513	1153	3	b.	b.	PROPN
ijassa-1513	1153	4	(	(	PUNCT
ijassa-1513	1153	5	2004	2004	NUM
ijassa-1513	1153	6	)	)	PUNCT
ijassa-1513	1153	7	.	.	PUNCT
ijassa-1513	1154	1	procedures	procedure	NOUN
ijassa-1513	1154	2	for	for	ADP
ijassa-1513	1154	3	performing	perform	VERB
ijassa-1513	1154	4	systematic	systematic	ADJ
ijassa-1513	1154	5	reviews	review	NOUN
ijassa-1513	1154	6	.	.	PUNCT
ijassa-1513	1155	1	keele	keele	PROPN
ijassa-1513	1155	2	,	,	PUNCT
ijassa-1513	1155	3	uk	uk	PROPN
ijassa-1513	1155	4	:	:	PUNCT
ijassa-1513	1155	5	keele	keele	PROPN
ijassa-1513	1155	6	university	university	PROPN
ijassa-1513	1155	7	.	.	PUNCT
ijassa-1513	1156	1	75	75	NUM
ijassa-1513	1156	2	.	.	PUNCT
ijassa-1513	1157	1	korde	korde	PROPN
ijassa-1513	1157	2	,	,	PUNCT
ijassa-1513	1157	3	v.	v.	PROPN
ijassa-1513	1157	4	&	&	CCONJ
ijassa-1513	1157	5	mahender	mahender	PROPN
ijassa-1513	1157	6	,	,	PUNCT
ijassa-1513	1157	7	c.	c.	PROPN
ijassa-1513	1157	8	n.	n.	PROPN
ijassa-1513	1157	9	(	(	PUNCT
ijassa-1513	1157	10	2012	2012	NUM
ijassa-1513	1157	11	)	)	PUNCT
ijassa-1513	1157	12	.	.	PUNCT
ijassa-1513	1158	1	text	text	NOUN
ijassa-1513	1158	2	classification	classification	NOUN
ijassa-1513	1158	3	and	and	CCONJ
ijassa-1513	1158	4	classifiers	classifier	NOUN
ijassa-1513	1158	5	:	:	PUNCT
ijassa-1513	1158	6	a	a	DET
ijassa-1513	1158	7	survey	survey	NOUN
ijassa-1513	1158	8	,	,	PUNCT
ijassa-1513	1158	9	international	international	ADJ
ijassa-1513	1158	10	journal	journal	NOUN
ijassa-1513	1158	11	of	of	ADP
ijassa-1513	1158	12	artificial	artificial	ADJ
ijassa-1513	1158	13	intelligence	intelligence	NOUN
ijassa-1513	1158	14	&	&	CCONJ
ijassa-1513	1158	15	applications	application	NOUN
ijassa-1513	1158	16	,	,	PUNCT
ijassa-1513	1158	17	3(2	3(2	NUM
ijassa-1513	1158	18	)	)	PUNCT
ijassa-1513	1158	19	,	,	PUNCT
ijassa-1513	1158	20	https://doi.org/10.5121/ijaia.2012.3208	https://doi.org/10.5121/ijaia.2012.3208	PROPN
ijassa-1513	1158	21	76	76	NUM
ijassa-1513	1158	22	.	.	PUNCT
ijassa-1513	1158	23	kowsari	kowsari	ADJ
ijassa-1513	1158	24	,	,	PUNCT
ijassa-1513	1158	25	k.	k.	PROPN
ijassa-1513	1158	26	,	,	PUNCT
ijassa-1513	1158	27	meimandi	meimandi	PROPN
ijassa-1513	1158	28	,	,	PUNCT
ijassa-1513	1158	29	k.	k.	PROPN
ijassa-1513	1158	30	j.	j.	PROPN
ijassa-1513	1158	31	,	,	PUNCT
ijassa-1513	1158	32	heidarysafa	heidarysafa	PROPN
ijassa-1513	1158	33	,	,	PUNCT
ijassa-1513	1158	34	m.	m.	NOUN
ijassa-1513	1158	35	,	,	PUNCT
ijassa-1513	1158	36	mendu	mendu	NOUN
ijassa-1513	1158	37	,	,	PUNCT
ijassa-1513	1158	38	s.	s.	PROPN
ijassa-1513	1158	39	,	,	PUNCT
ijassa-1513	1158	40	barnes	barnes	PROPN
ijassa-1513	1158	41	,	,	PUNCT
ijassa-1513	1158	42	l.	l.	PROPN
ijassa-1513	1158	43	,	,	PUNCT
ijassa-1513	1158	44	et	et	PROPN
ijassa-1513	1158	45	al	al	PROPN
ijassa-1513	1158	46	.	.	PROPN
ijassa-1513	1159	1	(	(	PUNCT
ijassa-1513	1159	2	2019	2019	NUM
ijassa-1513	1159	3	)	)	PUNCT
ijassa-1513	1159	4	.	.	PUNCT
ijassa-1513	1160	1	text	text	NOUN
ijassa-1513	1160	2	classification	classification	NOUN
ijassa-1513	1160	3	algorithms	algorithm	NOUN
ijassa-1513	1160	4	:	:	PUNCT
ijassa-1513	1160	5	a	a	DET
ijassa-1513	1160	6	survey	survey	NOUN
ijassa-1513	1160	7	,	,	PUNCT
ijassa-1513	1160	8	information	information	NOUN
ijassa-1513	1160	9	2019	2019	NUM
ijassa-1513	1160	10	,	,	PUNCT
ijassa-1513	1160	11	10(4	10(4	NUM
ijassa-1513	1160	12	)	)	PUNCT
ijassa-1513	1160	13	,	,	PUNCT
ijassa-1513	1160	14	150	150	NUM
ijassa-1513	1160	15	,	,	PUNCT
ijassa-1513	1160	16	https://doi.org/10.3390/info10040150	https://doi.org/10.3390/info10040150	NOUN
ijassa-1513	1160	17	77	77	NUM
ijassa-1513	1160	18	.	.	PUNCT
ijassa-1513	1161	1	kumar	kumar	PROPN
ijassa-1513	1161	2	,	,	PUNCT
ijassa-1513	1161	3	v.	v.	PROPN
ijassa-1513	1161	4	(	(	PUNCT
ijassa-1513	1161	5	2014	2014	NUM
ijassa-1513	1161	6	)	)	PUNCT
ijassa-1513	1161	7	.	.	PUNCT
ijassa-1513	1162	1	feature	feature	NOUN
ijassa-1513	1162	2	selection	selection	NOUN
ijassa-1513	1162	3	:	:	PUNCT
ijassa-1513	1162	4	a	a	DET
ijassa-1513	1162	5	literature	literature	NOUN
ijassa-1513	1162	6	review	review	NOUN
ijassa-1513	1162	7	,	,	PUNCT
ijassa-1513	1162	8	the	the	DET
ijassa-1513	1162	9	smart	smart	ADJ
ijassa-1513	1162	10	computing	computing	PROPN
ijassa-1513	1162	11	review	review	NOUN
ijassa-1513	1162	12	,	,	PUNCT
ijassa-1513	1162	13	4(3	4(3	NUM
ijassa-1513	1162	14	)	)	PUNCT
ijassa-1513	1162	15	,	,	PUNCT
ijassa-1513	1162	16	https://doi.org/10.6029/smartcr.2014.03.007	https://doi.org/10.6029/smartcr.2014.03.007	ADJ
ijassa-1513	1162	17	78	78	NUM
ijassa-1513	1162	18	.	.	PUNCT
ijassa-1513	1163	1	lai	lai	PROPN
ijassa-1513	1163	2	,	,	PUNCT
ijassa-1513	1163	3	s.	s.	PROPN
ijassa-1513	1163	4	,	,	PUNCT
ijassa-1513	1163	5	xu	xu	PROPN
ijassa-1513	1163	6	,	,	PUNCT
ijassa-1513	1163	7	l.	l.	PROPN
ijassa-1513	1163	8	,	,	PUNCT
ijassa-1513	1163	9	liu	liu	PROPN
ijassa-1513	1163	10	,	,	PUNCT
ijassa-1513	1163	11	k.	k.	PROPN
ijassa-1513	1163	12	&	&	CCONJ
ijassa-1513	1163	13	zhao	zhao	PROPN
ijassa-1513	1163	14	,	,	PUNCT
ijassa-1513	1163	15	j.	j.	PROPN
ijassa-1513	1163	16	(	(	PUNCT
ijassa-1513	1163	17	2015	2015	NUM
ijassa-1513	1163	18	)	)	PUNCT
ijassa-1513	1163	19	.	.	PUNCT
ijassa-1513	1164	1	recurrent	recurrent	ADJ
ijassa-1513	1164	2	convolutional	convolutional	ADJ
ijassa-1513	1164	3	neural	neural	ADJ
ijassa-1513	1164	4	networks	network	NOUN
ijassa-1513	1164	5	for	for	ADP
ijassa-1513	1164	6	text	text	NOUN
ijassa-1513	1164	7	classification	classification	NOUN
ijassa-1513	1164	8	,	,	PUNCT
ijassa-1513	1164	9	proc	proc	NOUN
ijassa-1513	1164	10	.	.	PUNCT
ijassa-1513	1165	1	of	of	ADP
ijassa-1513	1165	2	the	the	DET
ijassa-1513	1165	3	national	national	ADJ
ijassa-1513	1165	4	conference	conference	NOUN
ijassa-1513	1165	5	on	on	ADP
ijassa-1513	1165	6	artificial	artificial	ADJ
ijassa-1513	1165	7	intelligence	intelligence	NOUN
ijassa-1513	1165	8	(	(	PUNCT
ijassa-1513	1165	9	austin	austin	PROPN
ijassa-1513	1165	10	,	,	PUNCT
ijassa-1513	1165	11	tx	tx	PROPN
ijassa-1513	1165	12	)	)	PUNCT
ijassa-1513	1165	13	,	,	PUNCT
ijassa-1513	1165	14	https://doi.org/10.1609/aaai.v29i1.9513	https://doi.org/10.1609/aaai.v29i1.9513	NUM
ijassa-1513	1165	15	79	79	NUM
ijassa-1513	1165	16	.	.	PUNCT
ijassa-1513	1165	17	larabi	larabi	PROPN
ijassa-1513	1165	18	marie	marie	PROPN
ijassa-1513	1165	19	-	-	PUNCT
ijassa-1513	1165	20	sainte	sainte	PROPN
ijassa-1513	1165	21	,	,	PUNCT
ijassa-1513	1165	22	s.	s.	PROPN
ijassa-1513	1165	23	&	&	CCONJ
ijassa-1513	1165	24	alalyani	alalyani	PROPN
ijassa-1513	1165	25	,	,	PUNCT
ijassa-1513	1165	26	n.	n.	NOUN
ijassa-1513	1165	27	(	(	PUNCT
ijassa-1513	1165	28	2020	2020	NUM
ijassa-1513	1165	29	)	)	PUNCT
ijassa-1513	1165	30	.	.	PUNCT
ijassa-1513	1166	1	firefly	firefly	NOUN
ijassa-1513	1166	2	algorithm	algorithm	PROPN
ijassa-1513	1166	3	based	base	VERB
ijassa-1513	1166	4	feature	feature	NOUN
ijassa-1513	1166	5	selection	selection	NOUN
ijassa-1513	1166	6	for	for	ADP
ijassa-1513	1166	7	arabic	arabic	ADJ
ijassa-1513	1166	8	text	text	NOUN
ijassa-1513	1166	9	classification	classification	NOUN
ijassa-1513	1166	10	,	,	PUNCT
ijassa-1513	1166	11	journal	journal	NOUN
ijassa-1513	1166	12	of	of	ADP
ijassa-1513	1166	13	king	king	PROPN
ijassa-1513	1166	14	saud	saud	PROPN
ijassa-1513	1166	15	university	university	PROPN
ijassa-1513	1166	16	–	–	PUNCT
ijassa-1513	1166	17	computer	computer	NOUN
ijassa-1513	1166	18	and	and	CCONJ
ijassa-1513	1166	19	information	information	NOUN
ijassa-1513	1166	20	sciences	science	NOUN
ijassa-1513	1166	21	,	,	PUNCT
ijassa-1513	1166	22	32(3	32(3	NUM
ijassa-1513	1166	23	)	)	PUNCT
ijassa-1513	1166	24	,	,	PUNCT
ijassa-1513	1166	25	320–328	320–328	NUM
ijassa-1513	1166	26	,	,	PUNCT
ijassa-1513	1166	27	https://doi.org/10.1016/j.jksuci.2018.06.004	https://doi.org/10.1016/j.jksuci.2018.06.004	NOUN
ijassa-1513	1166	28	80	80	NUM
ijassa-1513	1166	29	.	.	PUNCT
ijassa-1513	1167	1	le	le	PROPN
ijassa-1513	1167	2	,	,	PUNCT
ijassa-1513	1167	3	q.	q.	PROPN
ijassa-1513	1167	4	&	&	CCONJ
ijassa-1513	1167	5	mikolov	mikolov	PROPN
ijassa-1513	1167	6	,	,	PUNCT
ijassa-1513	1167	7	t.	t.	PROPN
ijassa-1513	1167	8	(	(	PUNCT
ijassa-1513	1167	9	2014	2014	NUM
ijassa-1513	1167	10	)	)	PUNCT
ijassa-1513	1167	11	.	.	PUNCT
ijassa-1513	1168	1	distributed	distribute	VERB
ijassa-1513	1168	2	representations	representation	NOUN
ijassa-1513	1168	3	of	of	ADP
ijassa-1513	1168	4	sentences	sentence	NOUN
ijassa-1513	1168	5	and	and	CCONJ
ijassa-1513	1168	6	documents	document	NOUN
ijassa-1513	1168	7	,	,	PUNCT
ijassa-1513	1168	8	arxiv	arxiv	NOUN
ijassa-1513	1168	9	:	:	PUNCT
ijassa-1513	1168	10	1405.4053	1405.4053	ADJ
ijassa-1513	1168	11	,	,	PUNCT
ijassa-1513	1168	12	[	[	X
ijassa-1513	1168	13	online	online	X
ijassa-1513	1168	14	]	]	X
ijassa-1513	1168	15	.	.	PUNCT
ijassa-1513	1169	1	available	available	ADJ
ijassa-1513	1169	2	:	:	PUNCT
ijassa-1513	1169	3	https://arxiv.org/abs/1405.4053	https://arxiv.org/abs/1405.4053	ADJ
ijassa-1513	1169	4	.	.	PUNCT
ijassa-1513	1170	1	81	81	NUM
ijassa-1513	1170	2	.	.	PUNCT
ijassa-1513	1170	3	leclair	leclair	PROPN
ijassa-1513	1170	4	,	,	PUNCT
ijassa-1513	1170	5	a.	a.	NOUN
ijassa-1513	1170	6	,	,	PUNCT
ijassa-1513	1170	7	eberhart	eberhart	PROPN
ijassa-1513	1170	8	,	,	PUNCT
ijassa-1513	1170	9	z.	z.	PROPN
ijassa-1513	1170	10	&	&	CCONJ
ijassa-1513	1170	11	mcmillan	mcmillan	PROPN
ijassa-1513	1170	12	,	,	PUNCT
ijassa-1513	1170	13	c.	c.	PROPN
ijassa-1513	1170	14	(	(	PUNCT
ijassa-1513	1170	15	2018	2018	NUM
ijassa-1513	1170	16	)	)	PUNCT
ijassa-1513	1170	17	.	.	PUNCT
ijassa-1513	1171	1	adapting	adapt	VERB
ijassa-1513	1171	2	neural	neural	ADJ
ijassa-1513	1171	3	text	text	NOUN
ijassa-1513	1171	4	classification	classification	NOUN
ijassa-1513	1171	5	for	for	ADP
ijassa-1513	1171	6	improved	improved	ADJ
ijassa-1513	1171	7	software	software	NOUN
ijassa-1513	1171	8	categorization	categorization	NOUN
ijassa-1513	1171	9	,	,	PUNCT
ijassa-1513	1171	10	proc	proc	NOUN
ijassa-1513	1171	11	.	.	PUNCT
ijassa-1513	1172	1	of	of	ADP
ijassa-1513	1172	2	the	the	DET
ijassa-1513	1172	3	2018	2018	NUM
ijassa-1513	1172	4	ieee	ieee	NOUN
ijassa-1513	1172	5	international	international	ADJ
ijassa-1513	1172	6	conference	conference	NOUN
ijassa-1513	1172	7	on	on	ADP
ijassa-1513	1172	8	software	software	NOUN
ijassa-1513	1172	9	maintenance	maintenance	NOUN
ijassa-1513	1172	10	and	and	CCONJ
ijassa-1513	1172	11	evolution	evolution	NOUN
ijassa-1513	1172	12	(	(	PUNCT
ijassa-1513	1172	13	icsme	icsme	ADP
ijassa-1513	1172	14	2018	2018	NUM
ijassa-1513	1172	15	)	)	PUNCT
ijassa-1513	1172	16	(	(	PUNCT
ijassa-1513	1172	17	madrid	madrid	PROPN
ijassa-1513	1172	18	,	,	PUNCT
ijassa-1513	1172	19	spain	spain	PROPN
ijassa-1513	1172	20	)	)	PUNCT
ijassa-1513	1172	21	,	,	PUNCT
ijassa-1513	1172	22	https://doi.org/10.1109/icsme.2018.00056	https://doi.org/10.1109/icsme.2018.00056	PROPN
ijassa-1513	1172	23	82	82	NUM
ijassa-1513	1172	24	.	.	PUNCT
ijassa-1513	1173	1	li	li	PROPN
ijassa-1513	1173	2	,	,	PUNCT
ijassa-1513	1173	3	c.	c.	PROPN
ijassa-1513	1173	4	,	,	PUNCT
ijassa-1513	1173	5	zhan	zhan	PROPN
ijassa-1513	1173	6	,	,	PUNCT
ijassa-1513	1173	7	g.	g.	PROPN
ijassa-1513	1173	8	&	&	CCONJ
ijassa-1513	1173	9	li	li	PROPN
ijassa-1513	1173	10	,	,	PUNCT
ijassa-1513	1173	11	z.	z.	PROPN
ijassa-1513	1173	12	(	(	PUNCT
ijassa-1513	1173	13	2018	2018	NUM
ijassa-1513	1173	14	)	)	PUNCT
ijassa-1513	1173	15	.	.	PUNCT
ijassa-1513	1174	1	news	news	NOUN
ijassa-1513	1174	2	text	text	NOUN
ijassa-1513	1174	3	classification	classification	NOUN
ijassa-1513	1174	4	based	base	VERB
ijassa-1513	1174	5	on	on	ADP
ijassa-1513	1174	6	improved	improved	ADJ
ijassa-1513	1174	7	bilstm	bilstm	NOUN
ijassa-1513	1174	8	-	-	PUNCT
ijassa-1513	1174	9	cnn	cnn	PROPN
ijassa-1513	1174	10	,	,	PUNCT
ijassa-1513	1174	11	proc	proc	PROPN
ijassa-1513	1174	12	.	.	PROPN
ijassa-1513	1175	1	of	of	ADP
ijassa-1513	1175	2	the	the	DET
ijassa-1513	1175	3	9th	9th	ADJ
ijassa-1513	1175	4	international	international	ADJ
ijassa-1513	1175	5	conference	conference	NOUN
ijassa-1513	1175	6	on	on	ADP
ijassa-1513	1175	7	information	information	NOUN
ijassa-1513	1175	8	technology	technology	NOUN
ijassa-1513	1175	9	in	in	ADP
ijassa-1513	1175	10	medicine	medicine	NOUN
ijassa-1513	1175	11	and	and	CCONJ
ijassa-1513	1175	12	education	education	NOUN
ijassa-1513	1175	13	(	(	PUNCT
ijassa-1513	1175	14	itme	itme	PROPN
ijassa-1513	1175	15	2018	2018	NUM
ijassa-1513	1175	16	)	)	PUNCT
ijassa-1513	1175	17	(	(	PUNCT
ijassa-1513	1175	18	hangzhou	hangzhou	PROPN
ijassa-1513	1175	19	,	,	PUNCT
ijassa-1513	1175	20	china	china	PROPN
ijassa-1513	1175	21	)	)	PUNCT
ijassa-1513	1175	22	.	.	PUNCT
ijassa-1513	1176	1	https://doi.org/10.1109/itme.2018.00199	https://doi.org/10.1109/itme.2018.00199	PROPN
ijassa-1513	1176	2	83	83	NUM
ijassa-1513	1176	3	.	.	PUNCT
ijassa-1513	1177	1	li	li	PROPN
ijassa-1513	1177	2	,	,	PUNCT
ijassa-1513	1177	3	j.	j.	PROPN
ijassa-1513	1177	4	,	,	PUNCT
ijassa-1513	1177	5	cheng	cheng	PROPN
ijassa-1513	1177	6	,	,	PUNCT
ijassa-1513	1177	7	k.	k.	PROPN
ijassa-1513	1177	8	,	,	PUNCT
ijassa-1513	1177	9	wang	wang	PROPN
ijassa-1513	1177	10	,	,	PUNCT
ijassa-1513	1177	11	s.	s.	PROPN
ijassa-1513	1177	12	,	,	PUNCT
ijassa-1513	1177	13	morstatter	morstatter	PROPN
ijassa-1513	1177	14	,	,	PUNCT
ijassa-1513	1177	15	f.	f.	PROPN
ijassa-1513	1177	16	,	,	PUNCT
ijassa-1513	1177	17	trevino	trevino	PROPN
ijassa-1513	1177	18	,	,	PUNCT
ijassa-1513	1177	19	r.	r.	PROPN
ijassa-1513	1177	20	p.	p.	PROPN
ijassa-1513	1177	21	,	,	PUNCT
ijassa-1513	1177	22	tang	tang	PROPN
ijassa-1513	1177	23	,	,	PUNCT
ijassa-1513	1177	24	j.	j.	PROPN
ijassa-1513	1177	25	,	,	PUNCT
ijassa-1513	1177	26	&	&	CCONJ
ijassa-1513	1177	27	liu	liu	PROPN
ijassa-1513	1177	28	,	,	PUNCT
ijassa-1513	1177	29	h.	h.	PROPN
ijassa-1513	1177	30	(	(	PUNCT
ijassa-1513	1177	31	2017	2017	NUM
ijassa-1513	1177	32	)	)	PUNCT
ijassa-1513	1177	33	.	.	PUNCT
ijassa-1513	1178	1	feature	feature	NOUN
ijassa-1513	1178	2	selection	selection	NOUN
ijassa-1513	1178	3	:	:	PUNCT
ijassa-1513	1178	4	a	a	DET
ijassa-1513	1178	5	data	data	NOUN
ijassa-1513	1178	6	perspective	perspective	NOUN
ijassa-1513	1178	7	.	.	PUNCT
ijassa-1513	1179	1	acm	acm	PROPN
ijassa-1513	1179	2	comput	comput	NOUN
ijassa-1513	1179	3	.	.	PUNCT
ijassa-1513	1180	1	surv	surv	NOUN
ijassa-1513	1180	2	,	,	PUNCT
ijassa-1513	1180	3	50	50	NUM
ijassa-1513	1180	4	.	.	PUNCT
ijassa-1513	1180	5	https://doi.org/10.1145/3136625	https://doi.org/10.1145/3136625	NOUN
ijassa-1513	1180	6	84	84	NUM
ijassa-1513	1180	7	.	.	PUNCT
ijassa-1513	1181	1	li	li	PROPN
ijassa-1513	1181	2	,	,	PUNCT
ijassa-1513	1181	3	s.	s.	PROPN
ijassa-1513	1181	4	,	,	PUNCT
ijassa-1513	1181	5	zhao	zhao	PROPN
ijassa-1513	1181	6	,	,	PUNCT
ijassa-1513	1181	7	z.	z.	PROPN
ijassa-1513	1181	8	,	,	PUNCT
ijassa-1513	1181	9	liu	liu	PROPN
ijassa-1513	1181	10	,	,	PUNCT
ijassa-1513	1181	11	t.	t.	PROPN
ijassa-1513	1181	12	,	,	PUNCT
ijassa-1513	1181	13	hu	hu	PROPN
ijassa-1513	1181	14	,	,	PUNCT
ijassa-1513	1181	15	r.	r.	PROPN
ijassa-1513	1181	16	,	,	PUNCT
ijassa-1513	1181	17	&	&	CCONJ
ijassa-1513	1181	18	du	du	PROPN
ijassa-1513	1181	19	,	,	PUNCT
ijassa-1513	1181	20	x.	x.	NOUN
ijassa-1513	1181	21	(	(	PUNCT
ijassa-1513	1181	22	2017	2017	NUM
ijassa-1513	1181	23	)	)	PUNCT
ijassa-1513	1181	24	.	.	PUNCT
ijassa-1513	1182	1	initializing	initialize	VERB
ijassa-1513	1182	2	convolutional	convolutional	ADJ
ijassa-1513	1182	3	filters	filter	NOUN
ijassa-1513	1182	4	with	with	ADP
ijassa-1513	1182	5	semantic	semantic	ADJ
ijassa-1513	1182	6	features	feature	NOUN
ijassa-1513	1182	7	for	for	ADP
ijassa-1513	1182	8	text	text	NOUN
ijassa-1513	1182	9	classification	classification	NOUN
ijassa-1513	1182	10	.	.	PUNCT
ijassa-1513	1183	1	emnlp	emnlp	VERB
ijassa-1513	1183	2	2017	2017	NUM
ijassa-1513	1183	3	conference	conference	NOUN
ijassa-1513	1183	4	on	on	ADP
ijassa-1513	1183	5	empirical	empirical	ADJ
ijassa-1513	1183	6	methods	method	NOUN
ijassa-1513	1183	7	in	in	ADP
ijassa-1513	1183	8	natural	natural	ADJ
ijassa-1513	1183	9	language	language	NOUN
ijassa-1513	1183	10	processing	processing	NOUN
ijassa-1513	1183	11	,	,	PUNCT
ijassa-1513	1183	12	proceedings	proceeding	NOUN
ijassa-1513	1183	13	.	.	PUNCT
ijassa-1513	1184	1	https://doi.org/10.18653/v1/d17-1201	https://doi.org/10.18653/v1/d17-1201	NOUN
ijassa-1513	1184	2	85	85	NUM
ijassa-1513	1184	3	.	.	PUNCT
ijassa-1513	1185	1	li	li	PROPN
ijassa-1513	1185	2	,	,	PUNCT
ijassa-1513	1185	3	x.	x.	PROPN
ijassa-1513	1185	4	,	,	PUNCT
ijassa-1513	1185	5	cui	cui	PROPN
ijassa-1513	1185	6	,	,	PUNCT
ijassa-1513	1185	7	m.	m.	NOUN
ijassa-1513	1185	8	,	,	PUNCT
ijassa-1513	1185	9	li	li	PROPN
ijassa-1513	1185	10	,	,	PUNCT
ijassa-1513	1185	11	j.	j.	PROPN
ijassa-1513	1185	12	,	,	PUNCT
ijassa-1513	1185	13	bai	bai	PROPN
ijassa-1513	1185	14	,	,	PUNCT
ijassa-1513	1185	15	r.	r.	PROPN
ijassa-1513	1185	16	,	,	PUNCT
ijassa-1513	1185	17	lu	lu	PROPN
ijassa-1513	1185	18	,	,	PUNCT
ijassa-1513	1185	19	z.	z.	PROPN
ijassa-1513	1185	20	,	,	PUNCT
ijassa-1513	1185	21	&	&	CCONJ
ijassa-1513	1185	22	aickelin	aickelin	PROPN
ijassa-1513	1185	23	,	,	PUNCT
ijassa-1513	1185	24	u.	u.	NOUN
ijassa-1513	1185	25	(	(	PUNCT
ijassa-1513	1185	26	2021	2021	NUM
ijassa-1513	1185	27	)	)	PUNCT
ijassa-1513	1185	28	.	.	PUNCT
ijassa-1513	1186	1	a	a	DET
ijassa-1513	1186	2	hybrid	hybrid	ADJ
ijassa-1513	1186	3	medical	medical	ADJ
ijassa-1513	1186	4	text	text	NOUN
ijassa-1513	1186	5	classification	classification	NOUN
ijassa-1513	1186	6	framework	framework	NOUN
ijassa-1513	1186	7	:	:	PUNCT
ijassa-1513	1186	8	integrating	integrate	VERB
ijassa-1513	1186	9	attentive	attentive	ADJ
ijassa-1513	1186	10	rule	rule	NOUN
ijassa-1513	1186	11	construction	construction	NOUN
ijassa-1513	1186	12	and	and	CCONJ
ijassa-1513	1186	13	neural	neural	ADJ
ijassa-1513	1186	14	network	network	NOUN
ijassa-1513	1186	15	.	.	PUNCT
ijassa-1513	1187	1	neurocomputing	neurocomputing	NOUN
ijassa-1513	1187	2	,	,	PUNCT
ijassa-1513	1187	3	443	443	NUM
ijassa-1513	1187	4	.	.	NOUN
ijassa-1513	1187	5	https://doi.org/10.1016/j.neucom.2021.02.069	https://doi.org/10.1016/j.neucom.2021.02.069	NUM
ijassa-1513	1187	6	86	86	NUM
ijassa-1513	1187	7	.	.	PUNCT
ijassa-1513	1188	1	liang	liang	PROPN
ijassa-1513	1188	2	,	,	PUNCT
ijassa-1513	1188	3	y.	y.	PROPN
ijassa-1513	1188	4	,	,	PUNCT
ijassa-1513	1188	5	li	li	PROPN
ijassa-1513	1188	6	,	,	PUNCT
ijassa-1513	1188	7	h.	h.	PROPN
ijassa-1513	1188	8	,	,	PUNCT
ijassa-1513	1188	9	guo	guo	PROPN
ijassa-1513	1188	10	,	,	PUNCT
ijassa-1513	1188	11	b.	b.	PROPN
ijassa-1513	1188	12	,	,	PUNCT
ijassa-1513	1188	13	yu	yu	PROPN
ijassa-1513	1188	14	,	,	PUNCT
ijassa-1513	1188	15	z.	z.	PROPN
ijassa-1513	1188	16	,	,	PUNCT
ijassa-1513	1188	17	zheng	zheng	PROPN
ijassa-1513	1188	18	,	,	PUNCT
ijassa-1513	1188	19	x.	x.	PROPN
ijassa-1513	1188	20	,	,	PUNCT
ijassa-1513	1188	21	samtani	samtani	PROPN
ijassa-1513	1188	22	,	,	PUNCT
ijassa-1513	1188	23	s.	s.	PROPN
ijassa-1513	1188	24	,	,	PUNCT
ijassa-1513	1188	25	&	&	CCONJ
ijassa-1513	1188	26	zeng	zeng	PROPN
ijassa-1513	1188	27	,	,	PUNCT
ijassa-1513	1188	28	d.	d.	PROPN
ijassa-1513	1188	29	d.	d.	PROPN
ijassa-1513	1188	30	(	(	PUNCT
ijassa-1513	1188	31	2021	2021	NUM
ijassa-1513	1188	32	)	)	PUNCT
ijassa-1513	1188	33	.	.	PUNCT
ijassa-1513	1189	1	fusion	fusion	NOUN
ijassa-1513	1189	2	of	of	ADP
ijassa-1513	1189	3	heterogeneous	heterogeneous	ADJ
ijassa-1513	1189	4	attention	attention	NOUN
ijassa-1513	1189	5	mechanisms	mechanism	NOUN
ijassa-1513	1189	6	in	in	ADP
ijassa-1513	1189	7	multi	multi	ADJ
ijassa-1513	1189	8	-	-	ADJ
ijassa-1513	1189	9	view	view	ADJ
ijassa-1513	1189	10	convolutional	convolutional	ADJ
ijassa-1513	1189	11	neural	neural	ADJ
ijassa-1513	1189	12	network	network	NOUN
ijassa-1513	1189	13	for	for	ADP
ijassa-1513	1189	14	text	text	NOUN
ijassa-1513	1189	15	classification	classification	NOUN
ijassa-1513	1189	16	.	.	PUNCT
ijassa-1513	1190	1	information	information	NOUN
ijassa-1513	1190	2	sciences	sciences	PROPN
ijassa-1513	1190	3	,	,	PUNCT
ijassa-1513	1190	4	548	548	NUM
ijassa-1513	1190	5	.	.	PUNCT
ijassa-1513	1191	1	https://doi.org/10.1016/j.ins.2020.10.021	https://doi.org/10.1016/j.ins.2020.10.021	NOUN
ijassa-1513	1191	2	87	87	NUM
ijassa-1513	1191	3	.	.	PUNCT
ijassa-1513	1192	1	lilleberg	lilleberg	PROPN
ijassa-1513	1192	2	,	,	PUNCT
ijassa-1513	1192	3	j.	j.	PROPN
ijassa-1513	1192	4	,	,	PUNCT
ijassa-1513	1192	5	zhu	zhu	PROPN
ijassa-1513	1192	6	,	,	PUNCT
ijassa-1513	1192	7	y.	y.	PROPN
ijassa-1513	1192	8	,	,	PUNCT
ijassa-1513	1192	9	&	&	CCONJ
ijassa-1513	1192	10	zhang	zhang	PROPN
ijassa-1513	1192	11	,	,	PUNCT
ijassa-1513	1192	12	y.	y.	PROPN
ijassa-1513	1192	13	(	(	PUNCT
ijassa-1513	1192	14	2015	2015	NUM
ijassa-1513	1192	15	)	)	PUNCT
ijassa-1513	1192	16	.	.	PUNCT
ijassa-1513	1193	1	support	support	NOUN
ijassa-1513	1193	2	vector	vector	NOUN
ijassa-1513	1193	3	machines	machine	NOUN
ijassa-1513	1193	4	and	and	CCONJ
ijassa-1513	1193	5	word2vec	word2vec	X
ijassa-1513	1193	6	for	for	ADP
ijassa-1513	1193	7	text	text	NOUN
ijassa-1513	1193	8	classification	classification	NOUN
ijassa-1513	1193	9	with	with	ADP
ijassa-1513	1193	10	semantic	semantic	ADJ
ijassa-1513	1193	11	features	feature	NOUN
ijassa-1513	1193	12	.	.	PUNCT
ijassa-1513	1194	1	proceedings	proceeding	NOUN
ijassa-1513	1194	2	of	of	ADP
ijassa-1513	1194	3	2015	2015	NUM
ijassa-1513	1194	4	ieee	ieee	NOUN
ijassa-1513	1194	5	14th	14th	ADJ
ijassa-1513	1194	6	international	international	ADJ
ijassa-1513	1194	7	text	text	NOUN
ijassa-1513	1194	8	classification	classification	NOUN
ijassa-1513	1194	9	technologies	technology	NOUN
ijassa-1513	1194	10	in	in	ADP
ijassa-1513	1194	11	document	document	NOUN
ijassa-1513	1194	12	categorization	categorization	NOUN
ijassa-1513	1194	13	systems	system	NOUN
ijassa-1513	1194	14	.	.	PUNCT
ijassa-1513	1195	1	a	a	DET
ijassa-1513	1195	2	survey	survey	NOUN
ijassa-1513	1195	3	159	159	NUM
ijassa-1513	1195	4	copyright	copyright	NOUN
ijassa-1513	1195	5	©	©	PROPN
ijassa-1513	1195	6	2024	2024	NUM
ijassa-1513	1195	7	assa	assa	NOUN
ijassa-1513	1195	8	.	.	PUNCT
ijassa-1513	1196	1	adv	adv	PROPN
ijassa-1513	1196	2	.	.	PUNCT
ijassa-1513	1197	1	in	in	ADP
ijassa-1513	1197	2	systems	system	NOUN
ijassa-1513	1197	3	science	science	NOUN
ijassa-1513	1197	4	and	and	CCONJ
ijassa-1513	1197	5	appl	appl	NOUN
ijassa-1513	1197	6	.	.	PUNCT
ijassa-1513	1198	1	(	(	PUNCT
ijassa-1513	1198	2	2024	2024	NUM
ijassa-1513	1198	3	)	)	PUNCT
ijassa-1513	1198	4	conference	conference	NOUN
ijassa-1513	1198	5	on	on	ADP
ijassa-1513	1198	6	cognitive	cognitive	ADJ
ijassa-1513	1198	7	informatics	informatic	NOUN
ijassa-1513	1198	8	and	and	CCONJ
ijassa-1513	1198	9	cognitive	cognitive	ADJ
ijassa-1513	1198	10	computing	computing	NOUN
ijassa-1513	1198	11	,	,	PUNCT
ijassa-1513	1198	12	icci*cc	icci*cc	PROPN
ijassa-1513	1198	13	2015	2015	NUM
ijassa-1513	1198	14	.	.	PUNCT
ijassa-1513	1199	1	https://doi.org/10.1109/icci-cc.2015.7259377	https://doi.org/10.1109/icci-cc.2015.7259377	NOUN
ijassa-1513	1199	2	88	88	NUM
ijassa-1513	1199	3	.	.	PUNCT
ijassa-1513	1200	1	lin	lin	PROPN
ijassa-1513	1200	2	,	,	PUNCT
ijassa-1513	1200	3	y.	y.	PROPN
ijassa-1513	1200	4	,	,	PUNCT
ijassa-1513	1200	5	&	&	CCONJ
ijassa-1513	1200	6	wang	wang	PROPN
ijassa-1513	1200	7	,	,	PUNCT
ijassa-1513	1200	8	j.	j.	PROPN
ijassa-1513	1200	9	(	(	PUNCT
ijassa-1513	1200	10	2014	2014	NUM
ijassa-1513	1200	11	)	)	PUNCT
ijassa-1513	1200	12	.	.	PUNCT
ijassa-1513	1201	1	research	research	NOUN
ijassa-1513	1201	2	on	on	ADP
ijassa-1513	1201	3	text	text	NOUN
ijassa-1513	1201	4	classification	classification	NOUN
ijassa-1513	1201	5	based	base	VERB
ijassa-1513	1201	6	on	on	ADP
ijassa-1513	1201	7	svm	svm	PROPN
ijassa-1513	1201	8	-	-	PUNCT
ijassa-1513	1201	9	knn	knn	NOUN
ijassa-1513	1201	10	.	.	PUNCT
ijassa-1513	1201	11	proceedings	proceeding	NOUN
ijassa-1513	1201	12	of	of	ADP
ijassa-1513	1201	13	the	the	DET
ijassa-1513	1201	14	ieee	ieee	NOUN
ijassa-1513	1201	15	international	international	PROPN
ijassa-1513	1201	16	conference	conference	NOUN
ijassa-1513	1201	17	on	on	ADP
ijassa-1513	1201	18	software	software	NOUN
ijassa-1513	1201	19	engineering	engineering	NOUN
ijassa-1513	1201	20	and	and	CCONJ
ijassa-1513	1201	21	service	service	NOUN
ijassa-1513	1201	22	sciences	science	NOUN
ijassa-1513	1201	23	,	,	PUNCT
ijassa-1513	1201	24	icsess	icsess	NOUN
ijassa-1513	1201	25	.	.	PUNCT
ijassa-1513	1202	1	https://doi.org/10.1109/icsess.2014.6933697	https://doi.org/10.1109/icsess.2014.6933697	PRON
ijassa-1513	1202	2	89	89	NUM
ijassa-1513	1202	3	.	.	PUNCT
ijassa-1513	1203	1	liu	liu	PROPN
ijassa-1513	1203	2	,	,	PUNCT
ijassa-1513	1203	3	c.	c.	PROPN
ijassa-1513	1203	4	z.	z.	PROPN
ijassa-1513	1203	5	,	,	PUNCT
ijassa-1513	1203	6	sheng	sheng	PROPN
ijassa-1513	1203	7	,	,	PUNCT
ijassa-1513	1203	8	y.	y.	PROPN
ijassa-1513	1203	9	x.	x.	PROPN
ijassa-1513	1203	10	,	,	PUNCT
ijassa-1513	1203	11	wei	wei	PROPN
ijassa-1513	1203	12	,	,	PUNCT
ijassa-1513	1203	13	z.	z.	PROPN
ijassa-1513	1203	14	q.	q.	PROPN
ijassa-1513	1203	15	,	,	PUNCT
ijassa-1513	1203	16	&	&	CCONJ
ijassa-1513	1203	17	yang	yang	PROPN
ijassa-1513	1203	18	,	,	PUNCT
ijassa-1513	1203	19	y.	y.	PROPN
ijassa-1513	1203	20	q.	q.	PROPN
ijassa-1513	1203	21	(	(	PUNCT
ijassa-1513	1203	22	2018	2018	NUM
ijassa-1513	1203	23	)	)	PUNCT
ijassa-1513	1203	24	.	.	PUNCT
ijassa-1513	1204	1	research	research	NOUN
ijassa-1513	1204	2	of	of	ADP
ijassa-1513	1204	3	text	text	NOUN
ijassa-1513	1204	4	classification	classification	NOUN
ijassa-1513	1204	5	based	base	VERB
ijassa-1513	1204	6	on	on	ADP
ijassa-1513	1204	7	improved	improved	ADJ
ijassa-1513	1204	8	tf	tf	PROPN
ijassa-1513	1204	9	-	-	PUNCT
ijassa-1513	1204	10	idf	idf	PROPN
ijassa-1513	1204	11	algorithm	algorithm	NOUN
ijassa-1513	1204	12	.	.	PUNCT
ijassa-1513	1205	1	2018	2018	NUM
ijassa-1513	1205	2	ieee	ieee	PROPN
ijassa-1513	1205	3	international	international	ADJ
ijassa-1513	1205	4	conference	conference	NOUN
ijassa-1513	1205	5	of	of	ADP
ijassa-1513	1205	6	intelligent	intelligent	ADJ
ijassa-1513	1205	7	robotic	robotic	ADJ
ijassa-1513	1205	8	and	and	CCONJ
ijassa-1513	1205	9	control	control	NOUN
ijassa-1513	1205	10	engineering	engineering	NOUN
ijassa-1513	1205	11	,	,	PUNCT
ijassa-1513	1205	12	irce	irce	NOUN
ijassa-1513	1205	13	2018	2018	NUM
ijassa-1513	1205	14	.	.	PUNCT
ijassa-1513	1206	1	https://doi.org/10.1109/irce.2018.8492945	https://doi.org/10.1109/irce.2018.8492945	PROPN
ijassa-1513	1206	2	90	90	NUM
ijassa-1513	1206	3	.	.	PUNCT
ijassa-1513	1207	1	liu	liu	PROPN
ijassa-1513	1207	2	,	,	PUNCT
ijassa-1513	1207	3	f.	f.	PROPN
ijassa-1513	1207	4	,	,	PUNCT
ijassa-1513	1207	5	&	&	CCONJ
ijassa-1513	1207	6	avci	avci	PROPN
ijassa-1513	1207	7	,	,	PUNCT
ijassa-1513	1207	8	b.	b.	PROPN
ijassa-1513	1207	9	(	(	PUNCT
ijassa-1513	1207	10	2020	2020	NUM
ijassa-1513	1207	11	)	)	PUNCT
ijassa-1513	1207	12	.	.	PUNCT
ijassa-1513	1208	1	incorporating	incorporate	VERB
ijassa-1513	1208	2	priors	prior	NOUN
ijassa-1513	1208	3	with	with	ADP
ijassa-1513	1208	4	feature	feature	NOUN
ijassa-1513	1208	5	attribution	attribution	NOUN
ijassa-1513	1208	6	on	on	ADP
ijassa-1513	1208	7	text	text	NOUN
ijassa-1513	1208	8	classification	classification	NOUN
ijassa-1513	1208	9	.	.	PUNCT
ijassa-1513	1209	1	acl	acl	PROPN
ijassa-1513	1209	2	2019	2019	NUM
ijassa-1513	1209	3	57th	57th	ADJ
ijassa-1513	1209	4	annual	annual	ADJ
ijassa-1513	1209	5	meeting	meeting	NOUN
ijassa-1513	1209	6	of	of	ADP
ijassa-1513	1209	7	the	the	DET
ijassa-1513	1209	8	association	association	NOUN
ijassa-1513	1209	9	for	for	ADP
ijassa-1513	1209	10	computational	computational	ADJ
ijassa-1513	1209	11	linguistics	linguistic	NOUN
ijassa-1513	1209	12	,	,	PUNCT
ijassa-1513	1209	13	proceedings	proceeding	NOUN
ijassa-1513	1209	14	of	of	ADP
ijassa-1513	1209	15	the	the	DET
ijassa-1513	1209	16	conference	conference	NOUN
ijassa-1513	1209	17	.	.	PUNCT
ijassa-1513	1210	1	https://doi.org/10.18653/v1/p19-1631	https://doi.org/10.18653/v1/p19-1631	PRON
ijassa-1513	1210	2	91	91	NUM
ijassa-1513	1210	3	.	.	PUNCT
ijassa-1513	1211	1	liu	liu	PROPN
ijassa-1513	1211	2	,	,	PUNCT
ijassa-1513	1211	3	g.	g.	PROPN
ijassa-1513	1211	4	,	,	PUNCT
ijassa-1513	1211	5	&	&	CCONJ
ijassa-1513	1211	6	guo	guo	PROPN
ijassa-1513	1211	7	,	,	PUNCT
ijassa-1513	1211	8	j.	j.	PROPN
ijassa-1513	1211	9	(	(	PUNCT
ijassa-1513	1211	10	2019	2019	NUM
ijassa-1513	1211	11	)	)	PUNCT
ijassa-1513	1211	12	.	.	PUNCT
ijassa-1513	1212	1	bidirectional	bidirectional	ADJ
ijassa-1513	1212	2	lstm	lstm	NOUN
ijassa-1513	1212	3	with	with	ADP
ijassa-1513	1212	4	attention	attention	NOUN
ijassa-1513	1212	5	mechanism	mechanism	NOUN
ijassa-1513	1212	6	and	and	CCONJ
ijassa-1513	1212	7	convolutional	convolutional	ADJ
ijassa-1513	1212	8	layer	layer	NOUN
ijassa-1513	1212	9	for	for	ADP
ijassa-1513	1212	10	text	text	NOUN
ijassa-1513	1212	11	classification	classification	NOUN
ijassa-1513	1212	12	.	.	PUNCT
ijassa-1513	1213	1	neurocomputing	neurocomputing	NOUN
ijassa-1513	1213	2	,	,	PUNCT
ijassa-1513	1213	3	337	337	NUM
ijassa-1513	1213	4	,	,	PUNCT
ijassa-1513	1213	5	325–338	325–338	NUM
ijassa-1513	1213	6	.	.	PUNCT
ijassa-1513	1214	1	https://doi.org/10.1016/j.neucom.2019.01.078	https://doi.org/10.1016/j.neucom.2019.01.078	PROPN
ijassa-1513	1214	2	92	92	NUM
ijassa-1513	1214	3	.	.	PUNCT
ijassa-1513	1215	1	liu	liu	PROPN
ijassa-1513	1215	2	,	,	PUNCT
ijassa-1513	1215	3	h.	h.	PROPN
ijassa-1513	1215	4	,	,	PUNCT
ijassa-1513	1215	5	burnap	burnap	NOUN
ijassa-1513	1215	6	,	,	PUNCT
ijassa-1513	1215	7	p.	p.	NOUN
ijassa-1513	1215	8	,	,	PUNCT
ijassa-1513	1215	9	alorainy	alorainy	PROPN
ijassa-1513	1215	10	,	,	PUNCT
ijassa-1513	1215	11	w.	w.	PROPN
ijassa-1513	1215	12	,	,	PUNCT
ijassa-1513	1215	13	&	&	CCONJ
ijassa-1513	1215	14	williams	williams	PROPN
ijassa-1513	1215	15	,	,	PUNCT
ijassa-1513	1215	16	m.	m.	PROPN
ijassa-1513	1215	17	l.	l.	PROPN
ijassa-1513	1215	18	(	(	PUNCT
ijassa-1513	1215	19	2019	2019	NUM
ijassa-1513	1215	20	)	)	PUNCT
ijassa-1513	1215	21	.	.	PUNCT
ijassa-1513	1216	1	a	a	DET
ijassa-1513	1216	2	fuzzy	fuzzy	ADJ
ijassa-1513	1216	3	approach	approach	NOUN
ijassa-1513	1216	4	to	to	ADP
ijassa-1513	1216	5	text	text	NOUN
ijassa-1513	1216	6	classification	classification	NOUN
ijassa-1513	1216	7	with	with	ADP
ijassa-1513	1216	8	two	two	NUM
ijassa-1513	1216	9	-	-	PUNCT
ijassa-1513	1216	10	stage	stage	NOUN
ijassa-1513	1216	11	training	training	NOUN
ijassa-1513	1216	12	for	for	ADP
ijassa-1513	1216	13	ambiguous	ambiguous	ADJ
ijassa-1513	1216	14	instances	instance	NOUN
ijassa-1513	1216	15	.	.	PUNCT
ijassa-1513	1217	1	ieee	ieee	NOUN
ijassa-1513	1217	2	transactions	transaction	NOUN
ijassa-1513	1217	3	on	on	ADP
ijassa-1513	1217	4	computational	computational	ADJ
ijassa-1513	1217	5	social	social	ADJ
ijassa-1513	1217	6	systems	system	NOUN
ijassa-1513	1217	7	,	,	PUNCT
ijassa-1513	1217	8	6(2	6(2	NUM
ijassa-1513	1217	9	)	)	PUNCT
ijassa-1513	1217	10	.	.	PUNCT
ijassa-1513	1218	1	https://doi.org/10.1109/tcss.2019.2892037	https://doi.org/10.1109/tcss.2019.2892037	PROPN
ijassa-1513	1218	2	93	93	NUM
ijassa-1513	1218	3	.	.	PUNCT
ijassa-1513	1219	1	liu	liu	PROPN
ijassa-1513	1219	2	,	,	PUNCT
ijassa-1513	1219	3	j.	j.	PROPN
ijassa-1513	1219	4	,	,	PUNCT
ijassa-1513	1219	5	chang	chang	PROPN
ijassa-1513	1219	6	,	,	PUNCT
ijassa-1513	1219	7	w.	w.	PROPN
ijassa-1513	1219	8	c.	c.	PROPN
ijassa-1513	1219	9	,	,	PUNCT
ijassa-1513	1219	10	wu	wu	PROPN
ijassa-1513	1219	11	,	,	PUNCT
ijassa-1513	1219	12	y.	y.	PROPN
ijassa-1513	1219	13	,	,	PUNCT
ijassa-1513	1219	14	&	&	CCONJ
ijassa-1513	1219	15	yang	yang	PROPN
ijassa-1513	1219	16	,	,	PUNCT
ijassa-1513	1219	17	y.	y.	PROPN
ijassa-1513	1219	18	(	(	PUNCT
ijassa-1513	1219	19	2017	2017	NUM
ijassa-1513	1219	20	)	)	PUNCT
ijassa-1513	1219	21	.	.	PUNCT
ijassa-1513	1220	1	deep	deep	ADJ
ijassa-1513	1220	2	learning	learning	NOUN
ijassa-1513	1220	3	for	for	ADP
ijassa-1513	1220	4	extreme	extreme	ADJ
ijassa-1513	1220	5	multilabel	multilabel	NOUN
ijassa-1513	1220	6	text	text	NOUN
ijassa-1513	1220	7	classification	classification	NOUN
ijassa-1513	1220	8	.	.	PUNCT
ijassa-1513	1221	1	sigir	sigir	NOUN
ijassa-1513	1221	2	2017	2017	NUM
ijassa-1513	1221	3	proceedings	proceeding	NOUN
ijassa-1513	1221	4	of	of	ADP
ijassa-1513	1221	5	the	the	DET
ijassa-1513	1221	6	40th	40th	ADJ
ijassa-1513	1221	7	international	international	PROPN
ijassa-1513	1221	8	acm	acm	PROPN
ijassa-1513	1221	9	sigir	sigir	PROPN
ijassa-1513	1221	10	conference	conference	PROPN
ijassa-1513	1221	11	on	on	ADP
ijassa-1513	1221	12	research	research	NOUN
ijassa-1513	1221	13	and	and	CCONJ
ijassa-1513	1221	14	development	development	NOUN
ijassa-1513	1221	15	in	in	ADP
ijassa-1513	1221	16	information	information	NOUN
ijassa-1513	1221	17	retrieval	retrieval	NOUN
ijassa-1513	1221	18	.	.	PUNCT
ijassa-1513	1222	1	https://doi.org/10.1145/3077136.3080834	https://doi.org/10.1145/3077136.3080834	PROPN
ijassa-1513	1222	2	94	94	NUM
ijassa-1513	1222	3	.	.	PUNCT
ijassa-1513	1223	1	liu	liu	PROPN
ijassa-1513	1223	2	,	,	PUNCT
ijassa-1513	1223	3	p.	p.	PROPN
ijassa-1513	1223	4	,	,	PUNCT
ijassa-1513	1223	5	qiu	qiu	PROPN
ijassa-1513	1223	6	,	,	PUNCT
ijassa-1513	1223	7	x.	x.	PROPN
ijassa-1513	1223	8	,	,	PUNCT
ijassa-1513	1223	9	&	&	CCONJ
ijassa-1513	1223	10	huang	huang	PROPN
ijassa-1513	1223	11	,	,	PUNCT
ijassa-1513	1223	12	x.	x.	NOUN
ijassa-1513	1223	13	(	(	PUNCT
ijassa-1513	1223	14	2017	2017	NUM
ijassa-1513	1223	15	)	)	PUNCT
ijassa-1513	1223	16	.	.	PUNCT
ijassa-1513	1224	1	adversarial	adversarial	ADJ
ijassa-1513	1224	2	multi	multi	ADJ
ijassa-1513	1224	3	-	-	NOUN
ijassa-1513	1224	4	task	task	ADJ
ijassa-1513	1224	5	learning	learning	NOUN
ijassa-1513	1224	6	for	for	ADP
ijassa-1513	1224	7	text	text	NOUN
ijassa-1513	1224	8	classification	classification	NOUN
ijassa-1513	1224	9	.	.	PUNCT
ijassa-1513	1225	1	acl	acl	PROPN
ijassa-1513	1225	2	2017	2017	NUM
ijassa-1513	1225	3	55th	55th	ADJ
ijassa-1513	1225	4	annual	annual	ADJ
ijassa-1513	1225	5	meeting	meeting	NOUN
ijassa-1513	1225	6	of	of	ADP
ijassa-1513	1225	7	the	the	DET
ijassa-1513	1225	8	association	association	NOUN
ijassa-1513	1225	9	for	for	ADP
ijassa-1513	1225	10	computational	computational	ADJ
ijassa-1513	1225	11	linguistics	linguistic	NOUN
ijassa-1513	1225	12	,	,	PUNCT
ijassa-1513	1225	13	proceedings	proceeding	NOUN
ijassa-1513	1225	14	of	of	ADP
ijassa-1513	1225	15	the	the	DET
ijassa-1513	1225	16	conference	conference	NOUN
ijassa-1513	1225	17	(	(	PUNCT
ijassa-1513	1225	18	long	long	ADJ
ijassa-1513	1225	19	papers	paper	NOUN
ijassa-1513	1225	20	)	)	PUNCT
ijassa-1513	1225	21	,	,	PUNCT
ijassa-1513	1225	22	1	1	X
ijassa-1513	1225	23	.	.	PUNCT
ijassa-1513	1225	24	https://doi.org/10.18653/v1/p17-1001	https://doi.org/10.18653/v1/p17-1001	PROPN
ijassa-1513	1225	25	95	95	NUM
ijassa-1513	1225	26	.	.	PUNCT
ijassa-1513	1226	1	liu	liu	PROPN
ijassa-1513	1226	2	,	,	PUNCT
ijassa-1513	1226	3	p.	p.	PROPN
ijassa-1513	1226	4	,	,	PUNCT
ijassa-1513	1226	5	qiu	qiu	PROPN
ijassa-1513	1226	6	,	,	PUNCT
ijassa-1513	1226	7	x.	x.	NOUN
ijassa-1513	1226	8	,	,	PUNCT
ijassa-1513	1226	9	&	&	CCONJ
ijassa-1513	1226	10	xuanjing	xuanjing	PROPN
ijassa-1513	1226	11	,	,	PUNCT
ijassa-1513	1226	12	h.	h.	PROPN
ijassa-1513	1226	13	(	(	PUNCT
ijassa-1513	1226	14	2016	2016	NUM
ijassa-1513	1226	15	)	)	PUNCT
ijassa-1513	1226	16	.	.	PUNCT
ijassa-1513	1227	1	recurrent	recurrent	ADJ
ijassa-1513	1227	2	neural	neural	ADJ
ijassa-1513	1227	3	network	network	NOUN
ijassa-1513	1227	4	for	for	ADP
ijassa-1513	1227	5	text	text	NOUN
ijassa-1513	1227	6	classification	classification	NOUN
ijassa-1513	1227	7	with	with	ADP
ijassa-1513	1227	8	multi	multi	ADJ
ijassa-1513	1227	9	-	-	ADJ
ijassa-1513	1227	10	task	task	ADJ
ijassa-1513	1227	11	learning	learning	NOUN
ijassa-1513	1227	12	.	.	PUNCT
ijassa-1513	1228	1	ijcai	ijcai	PROPN
ijassa-1513	1228	2	international	international	ADJ
ijassa-1513	1228	3	joint	joint	ADJ
ijassa-1513	1228	4	conference	conference	NOUN
ijassa-1513	1228	5	on	on	ADP
ijassa-1513	1228	6	artificial	artificial	ADJ
ijassa-1513	1228	7	intelligence	intelligence	NOUN
ijassa-1513	1228	8	,	,	PUNCT
ijassa-1513	1228	9	2016	2016	NUM
ijassa-1513	1228	10	-	-	SYM
ijassa-1513	1228	11	january	january	PROPN
ijassa-1513	1228	12	.	.	PUNCT
ijassa-1513	1229	1	96	96	NUM
ijassa-1513	1229	2	.	.	PUNCT
ijassa-1513	1230	1	liu	liu	PROPN
ijassa-1513	1230	2	,	,	PUNCT
ijassa-1513	1230	3	q.	q.	PROPN
ijassa-1513	1230	4	,	,	PUNCT
ijassa-1513	1230	5	huang	huang	PROPN
ijassa-1513	1230	6	,	,	PUNCT
ijassa-1513	1230	7	h.	h.	PROPN
ijassa-1513	1230	8	,	,	PUNCT
ijassa-1513	1230	9	gao	gao	PROPN
ijassa-1513	1230	10	,	,	PUNCT
ijassa-1513	1230	11	y.	y.	PROPN
ijassa-1513	1230	12	,	,	PUNCT
ijassa-1513	1230	13	wei	wei	PROPN
ijassa-1513	1230	14	,	,	PUNCT
ijassa-1513	1230	15	x.	x.	PROPN
ijassa-1513	1230	16	,	,	PUNCT
ijassa-1513	1230	17	tian	tian	PROPN
ijassa-1513	1230	18	,	,	PUNCT
ijassa-1513	1230	19	y.	y.	PROPN
ijassa-1513	1230	20	,	,	PUNCT
ijassa-1513	1230	21	&	&	CCONJ
ijassa-1513	1230	22	liu	liu	PROPN
ijassa-1513	1230	23	,	,	PUNCT
ijassa-1513	1230	24	l.	l.	PROPN
ijassa-1513	1230	25	(	(	PUNCT
ijassa-1513	1230	26	2018	2018	NUM
ijassa-1513	1230	27	)	)	PUNCT
ijassa-1513	1230	28	.	.	PUNCT
ijassa-1513	1231	1	task	task	NOUN
ijassa-1513	1231	2	-	-	PUNCT
ijassa-1513	1231	3	oriented	orient	VERB
ijassa-1513	1231	4	word	word	NOUN
ijassa-1513	1231	5	embedding	embed	VERB
ijassa-1513	1231	6	for	for	ADP
ijassa-1513	1231	7	text	text	NOUN
ijassa-1513	1231	8	classification	classification	NOUN
ijassa-1513	1231	9	.	.	PUNCT
ijassa-1513	1232	1	coling	cole	VERB
ijassa-1513	1232	2	2018	2018	NUM
ijassa-1513	1232	3	27th	27th	ADJ
ijassa-1513	1232	4	international	international	ADJ
ijassa-1513	1232	5	conference	conference	NOUN
ijassa-1513	1232	6	on	on	ADP
ijassa-1513	1232	7	computational	computational	ADJ
ijassa-1513	1232	8	linguistics	linguistic	NOUN
ijassa-1513	1232	9	,	,	PUNCT
ijassa-1513	1232	10	proceedings	proceeding	NOUN
ijassa-1513	1232	11	.	.	PUNCT
ijassa-1513	1233	1	97	97	NUM
ijassa-1513	1233	2	.	.	PUNCT
ijassa-1513	1234	1	loza	loza	PROPN
ijassa-1513	1234	2	mencía	mencía	PROPN
ijassa-1513	1234	3	,	,	PUNCT
ijassa-1513	1234	4	e.	e.	PROPN
ijassa-1513	1234	5	,	,	PUNCT
ijassa-1513	1234	6	&	&	CCONJ
ijassa-1513	1234	7	fürnkranz	fürnkranz	PROPN
ijassa-1513	1234	8	,	,	PUNCT
ijassa-1513	1234	9	j.	j.	PROPN
ijassa-1513	1234	10	(	(	PUNCT
ijassa-1513	1234	11	2008	2008	NUM
ijassa-1513	1234	12	)	)	PUNCT
ijassa-1513	1234	13	.	.	PUNCT
ijassa-1513	1235	1	efficient	efficient	ADJ
ijassa-1513	1235	2	pairwise	pairwise	PROPN
ijassa-1513	1235	3	multilabel	multilabel	NOUN
ijassa-1513	1235	4	classification	classification	NOUN
ijassa-1513	1235	5	for	for	ADP
ijassa-1513	1235	6	large	large	ADJ
ijassa-1513	1235	7	-	-	PUNCT
ijassa-1513	1235	8	scale	scale	NOUN
ijassa-1513	1235	9	problems	problem	NOUN
ijassa-1513	1235	10	in	in	ADP
ijassa-1513	1235	11	the	the	DET
ijassa-1513	1235	12	legal	legal	ADJ
ijassa-1513	1235	13	domain	domain	NOUN
ijassa-1513	1235	14	.	.	PUNCT
ijassa-1513	1236	1	lecture	lecture	NOUN
ijassa-1513	1236	2	notes	note	NOUN
ijassa-1513	1236	3	in	in	ADP
ijassa-1513	1236	4	computer	computer	NOUN
ijassa-1513	1236	5	science	science	NOUN
ijassa-1513	1236	6	(	(	PUNCT
ijassa-1513	1236	7	including	include	VERB
ijassa-1513	1236	8	subseries	subserie	NOUN
ijassa-1513	1236	9	lecture	lecture	VERB
ijassa-1513	1236	10	notes	note	NOUN
ijassa-1513	1236	11	in	in	ADP
ijassa-1513	1236	12	artificial	artificial	ADJ
ijassa-1513	1236	13	intelligence	intelligence	NOUN
ijassa-1513	1236	14	and	and	CCONJ
ijassa-1513	1236	15	lecture	lecture	NOUN
ijassa-1513	1236	16	notes	note	NOUN
ijassa-1513	1236	17	in	in	ADP
ijassa-1513	1236	18	bioinformatics	bioinformatics	NOUN
ijassa-1513	1236	19	)	)	PUNCT
ijassa-1513	1236	20	,	,	PUNCT
ijassa-1513	1236	21	5212	5212	NUM
ijassa-1513	1236	22	lnai(part	lnai(part	NOUN
ijassa-1513	1236	23	2	2	NUM
ijassa-1513	1236	24	)	)	PUNCT
ijassa-1513	1236	25	,	,	PUNCT
ijassa-1513	1236	26	50–65	50–65	NUM
ijassa-1513	1236	27	.	.	PUNCT
ijassa-1513	1237	1	https://doi.org/10.1007/978-3-540-874812_4/cover	https://doi.org/10.1007/978-3-540-874812_4/cover	ADP
ijassa-1513	1237	2	98	98	NUM
ijassa-1513	1237	3	.	.	PUNCT
ijassa-1513	1238	1	lu	lu	PROPN
ijassa-1513	1238	2	,	,	PUNCT
ijassa-1513	1238	3	m.	m.	NOUN
ijassa-1513	1238	4	,	,	PUNCT
ijassa-1513	1238	5	&	&	CCONJ
ijassa-1513	1238	6	liang	liang	PROPN
ijassa-1513	1238	7	,	,	PUNCT
ijassa-1513	1238	8	p.	p.	PROPN
ijassa-1513	1238	9	(	(	PUNCT
ijassa-1513	1238	10	2017	2017	NUM
ijassa-1513	1238	11	)	)	PUNCT
ijassa-1513	1238	12	.	.	PUNCT
ijassa-1513	1239	1	automatic	automatic	ADJ
ijassa-1513	1239	2	classification	classification	NOUN
ijassa-1513	1239	3	of	of	ADP
ijassa-1513	1239	4	non	non	ADJ
ijassa-1513	1239	5	-	-	ADJ
ijassa-1513	1239	6	functional	functional	ADJ
ijassa-1513	1239	7	requirements	requirement	NOUN
ijassa-1513	1239	8	from	from	ADP
ijassa-1513	1239	9	augmented	augment	VERB
ijassa-1513	1239	10	app	app	PROPN
ijassa-1513	1239	11	user	user	NOUN
ijassa-1513	1239	12	reviews	review	NOUN
ijassa-1513	1239	13	.	.	PUNCT
ijassa-1513	1240	1	acm	acm	PROPN
ijassa-1513	1240	2	international	international	PROPN
ijassa-1513	1240	3	conference	conference	PROPN
ijassa-1513	1240	4	proceeding	proceeding	NOUN
ijassa-1513	1240	5	series	series	NOUN
ijassa-1513	1240	6	,	,	PUNCT
ijassa-1513	1240	7	part	part	NOUN
ijassa-1513	1240	8	f128635	f128635	PROPN
ijassa-1513	1240	9	,	,	PUNCT
ijassa-1513	1240	10	344–353	344–353	NUM
ijassa-1513	1240	11	.	.	PUNCT
ijassa-1513	1240	12	https://doi.org/10.1145/3084226.3084241	https://doi.org/10.1145/3084226.3084241	VERB
ijassa-1513	1240	13	99	99	NUM
ijassa-1513	1240	14	.	.	PUNCT
ijassa-1513	1241	1	luan	luan	PROPN
ijassa-1513	1241	2	,	,	PUNCT
ijassa-1513	1241	3	y.	y.	PROPN
ijassa-1513	1241	4	,	,	PUNCT
ijassa-1513	1241	5	&	&	CCONJ
ijassa-1513	1241	6	lin	lin	PROPN
ijassa-1513	1241	7	,	,	PUNCT
ijassa-1513	1241	8	s.	s.	PROPN
ijassa-1513	1241	9	(	(	PUNCT
ijassa-1513	1241	10	2019	2019	NUM
ijassa-1513	1241	11	)	)	PUNCT
ijassa-1513	1241	12	.	.	PUNCT
ijassa-1513	1242	1	research	research	NOUN
ijassa-1513	1242	2	on	on	ADP
ijassa-1513	1242	3	text	text	NOUN
ijassa-1513	1242	4	classification	classification	NOUN
ijassa-1513	1242	5	based	base	VERB
ijassa-1513	1242	6	on	on	ADP
ijassa-1513	1242	7	cnn	cnn	PROPN
ijassa-1513	1242	8	and	and	CCONJ
ijassa-1513	1242	9	lstm	lstm	PROPN
ijassa-1513	1242	10	.	.	PUNCT
ijassa-1513	1243	1	proceedings	proceeding	NOUN
ijassa-1513	1243	2	of	of	ADP
ijassa-1513	1243	3	2019	2019	NUM
ijassa-1513	1243	4	ieee	ieee	NOUN
ijassa-1513	1243	5	international	international	ADJ
ijassa-1513	1243	6	conference	conference	NOUN
ijassa-1513	1243	7	on	on	ADP
ijassa-1513	1243	8	artificial	artificial	ADJ
ijassa-1513	1243	9	intelligence	intelligence	NOUN
ijassa-1513	1243	10	and	and	CCONJ
ijassa-1513	1243	11	computer	computer	NOUN
ijassa-1513	1243	12	applications	application	NOUN
ijassa-1513	1243	13	,	,	PUNCT
ijassa-1513	1243	14	icaica	icaica	PROPN
ijassa-1513	1243	15	2019	2019	NUM
ijassa-1513	1243	16	.	.	PUNCT
ijassa-1513	1244	1	https://doi.org/10.1109/icaica.2019.8873454	https://doi.org/10.1109/icaica.2019.8873454	PROPN
ijassa-1513	1244	2	160	160	NUM
ijassa-1513	1244	3	a.	a.	NOUN
ijassa-1513	1244	4	kravets	kravet	NOUN
ijassa-1513	1244	5	,	,	PUNCT
ijassa-1513	1244	6	d.	d.	PROPN
ijassa-1513	1244	7	semenochkin	semenochkin	PROPN
ijassa-1513	1244	8	copyright	copyright	NOUN
ijassa-1513	1244	9	©	©	PROPN
ijassa-1513	1244	10	2024	2024	NUM
ijassa-1513	1244	11	assa	assa	PROPN
ijassa-1513	1244	12	adv	adv	PROPN
ijassa-1513	1244	13	.	.	PUNCT
ijassa-1513	1245	1	in	in	ADP
ijassa-1513	1245	2	systems	system	NOUN
ijassa-1513	1245	3	science	science	NOUN
ijassa-1513	1245	4	and	and	CCONJ
ijassa-1513	1245	5	appl	appl	NOUN
ijassa-1513	1245	6	.	.	PUNCT
ijassa-1513	1246	1	(	(	PUNCT
ijassa-1513	1246	2	2024	2024	NUM
ijassa-1513	1246	3	)	)	PUNCT
ijassa-1513	1246	4	100	100	NUM
ijassa-1513	1246	5	.	.	PUNCT
ijassa-1513	1247	1	lyu	lyu	NOUN
ijassa-1513	1247	2	,	,	PUNCT
ijassa-1513	1247	3	s.	s.	PROPN
ijassa-1513	1247	4	,	,	PUNCT
ijassa-1513	1247	5	&	&	CCONJ
ijassa-1513	1247	6	liu	liu	PROPN
ijassa-1513	1247	7	,	,	PUNCT
ijassa-1513	1247	8	j.	j.	PROPN
ijassa-1513	1247	9	(	(	PUNCT
ijassa-1513	1247	10	2021	2021	NUM
ijassa-1513	1247	11	)	)	PUNCT
ijassa-1513	1247	12	.	.	PUNCT
ijassa-1513	1248	1	convolutional	convolutional	ADJ
ijassa-1513	1248	2	recurrent	recurrent	ADJ
ijassa-1513	1248	3	neural	neural	ADJ
ijassa-1513	1248	4	networks	network	NOUN
ijassa-1513	1248	5	for	for	ADP
ijassa-1513	1248	6	text	text	NOUN
ijassa-1513	1248	7	classification	classification	NOUN
ijassa-1513	1248	8	.	.	PUNCT
ijassa-1513	1249	1	journal	journal	PROPN
ijassa-1513	1249	2	of	of	ADP
ijassa-1513	1249	3	database	database	PROPN
ijassa-1513	1249	4	management	management	NOUN
ijassa-1513	1249	5	,	,	PUNCT
ijassa-1513	1249	6	32(4	32(4	NUM
ijassa-1513	1249	7	)	)	PUNCT
ijassa-1513	1249	8	.	.	PUNCT
ijassa-1513	1250	1	https://doi.org/10.4018/jdm.2021100105	https://doi.org/10.4018/jdm.2021100105	PROPN
ijassa-1513	1250	2	101	101	NUM
ijassa-1513	1250	3	.	.	PUNCT
ijassa-1513	1251	1	maas	maas	PROPN
ijassa-1513	1251	2	,	,	PUNCT
ijassa-1513	1251	3	a.	a.	PROPN
ijassa-1513	1251	4	,	,	PUNCT
ijassa-1513	1251	5	daly	daly	PROPN
ijassa-1513	1251	6	,	,	PUNCT
ijassa-1513	1251	7	r.	r.	PROPN
ijassa-1513	1251	8	e.	e.	PROPN
ijassa-1513	1251	9	,	,	PUNCT
ijassa-1513	1251	10	pham	pham	PROPN
ijassa-1513	1251	11	,	,	PUNCT
ijassa-1513	1251	12	p.	p.	PROPN
ijassa-1513	1251	13	t.	t.	PROPN
ijassa-1513	1251	14	,	,	PUNCT
ijassa-1513	1251	15	huang	huang	PROPN
ijassa-1513	1251	16	,	,	PUNCT
ijassa-1513	1251	17	d.	d.	PROPN
ijassa-1513	1251	18	,	,	PUNCT
ijassa-1513	1251	19	ng	ng	PROPN
ijassa-1513	1251	20	,	,	PUNCT
ijassa-1513	1251	21	a.	a.	PROPN
ijassa-1513	1251	22	y.	y.	PROPN
ijassa-1513	1251	23	,	,	PUNCT
ijassa-1513	1251	24	&	&	CCONJ
ijassa-1513	1251	25	potts	potts	PROPN
ijassa-1513	1251	26	,	,	PUNCT
ijassa-1513	1251	27	c.	c.	PROPN
ijassa-1513	1251	28	(	(	PUNCT
ijassa-1513	1251	29	2011	2011	NUM
ijassa-1513	1251	30	)	)	PUNCT
ijassa-1513	1251	31	.	.	PUNCT
ijassa-1513	1252	1	learning	learn	VERB
ijassa-1513	1252	2	word	word	NOUN
ijassa-1513	1252	3	vectors	vector	NOUN
ijassa-1513	1252	4	for	for	ADP
ijassa-1513	1252	5	sentiment	sentiment	NOUN
ijassa-1513	1252	6	analysis	analysis	NOUN
ijassa-1513	1252	7	(	(	PUNCT
ijassa-1513	1252	8	pp	pp	ADP
ijassa-1513	1252	9	.	.	PUNCT
ijassa-1513	1253	1	142–150	142–150	NUM
ijassa-1513	1253	2	)	)	PUNCT
ijassa-1513	1253	3	.	.	PUNCT
ijassa-1513	1254	1	https://aclanthology.org/p11-1015	https://aclanthology.org/p11-1015	PROPN
ijassa-1513	1254	2	102	102	NUM
ijassa-1513	1254	3	.	.	PUNCT
ijassa-1513	1254	4	marivate	marivate	PROPN
ijassa-1513	1254	5	,	,	PUNCT
ijassa-1513	1254	6	v.	v.	PROPN
ijassa-1513	1254	7	,	,	PUNCT
ijassa-1513	1254	8	&	&	CCONJ
ijassa-1513	1254	9	sefara	sefara	PROPN
ijassa-1513	1254	10	,	,	PUNCT
ijassa-1513	1254	11	t.	t.	PROPN
ijassa-1513	1254	12	(	(	PUNCT
ijassa-1513	1254	13	2020	2020	NUM
ijassa-1513	1254	14	)	)	PUNCT
ijassa-1513	1254	15	.	.	PUNCT
ijassa-1513	1255	1	improving	improve	VERB
ijassa-1513	1255	2	short	short	ADJ
ijassa-1513	1255	3	text	text	NOUN
ijassa-1513	1255	4	classification	classification	NOUN
ijassa-1513	1255	5	through	through	ADP
ijassa-1513	1255	6	global	global	ADJ
ijassa-1513	1255	7	augmentation	augmentation	NOUN
ijassa-1513	1255	8	methods	method	NOUN
ijassa-1513	1255	9	.	.	PUNCT
ijassa-1513	1256	1	lecture	lecture	NOUN
ijassa-1513	1256	2	notes	note	NOUN
ijassa-1513	1256	3	in	in	ADP
ijassa-1513	1256	4	computer	computer	NOUN
ijassa-1513	1256	5	science	science	NOUN
ijassa-1513	1256	6	(	(	PUNCT
ijassa-1513	1256	7	including	include	VERB
ijassa-1513	1256	8	subseries	subserie	NOUN
ijassa-1513	1256	9	lecture	lecture	VERB
ijassa-1513	1256	10	notes	note	NOUN
ijassa-1513	1256	11	in	in	ADP
ijassa-1513	1256	12	artificial	artificial	ADJ
ijassa-1513	1256	13	intelligence	intelligence	NOUN
ijassa-1513	1256	14	and	and	CCONJ
ijassa-1513	1256	15	lecture	lecture	NOUN
ijassa-1513	1256	16	notes	note	NOUN
ijassa-1513	1256	17	in	in	ADP
ijassa-1513	1256	18	bioinformatics	bioinformatics	NOUN
ijassa-1513	1256	19	)	)	PUNCT
ijassa-1513	1256	20	,	,	PUNCT
ijassa-1513	1256	21	12279	12279	NUM
ijassa-1513	1256	22	lncs	lnc	NOUN
ijassa-1513	1256	23	.	.	PUNCT
ijassa-1513	1257	1	https://doi.org/10.1007/978-3-030-57321-8_21	https://doi.org/10.1007/978-3-030-57321-8_21	PROPN
ijassa-1513	1257	2	103	103	NUM
ijassa-1513	1257	3	.	.	PUNCT
ijassa-1513	1258	1	mascio	mascio	NOUN
ijassa-1513	1258	2	,	,	PUNCT
ijassa-1513	1258	3	a.	a.	PROPN
ijassa-1513	1258	4	,	,	PUNCT
ijassa-1513	1258	5	kraljevic	kraljevic	PROPN
ijassa-1513	1258	6	,	,	PUNCT
ijassa-1513	1258	7	z.	z.	PROPN
ijassa-1513	1258	8	,	,	PUNCT
ijassa-1513	1258	9	bean	bean	PROPN
ijassa-1513	1258	10	,	,	PUNCT
ijassa-1513	1258	11	d.	d.	PROPN
ijassa-1513	1258	12	,	,	PUNCT
ijassa-1513	1258	13	dobson	dobson	PROPN
ijassa-1513	1258	14	,	,	PUNCT
ijassa-1513	1258	15	r.	r.	PROPN
ijassa-1513	1258	16	,	,	PUNCT
ijassa-1513	1258	17	stewart	stewart	PROPN
ijassa-1513	1258	18	,	,	PUNCT
ijassa-1513	1258	19	r.	r.	PROPN
ijassa-1513	1258	20	,	,	PUNCT
ijassa-1513	1258	21	bendayan	bendayan	PROPN
ijassa-1513	1258	22	,	,	PUNCT
ijassa-1513	1258	23	r.	r.	PROPN
ijassa-1513	1258	24	,	,	PUNCT
ijassa-1513	1258	25	&	&	CCONJ
ijassa-1513	1258	26	roberts	roberts	PROPN
ijassa-1513	1258	27	,	,	PUNCT
ijassa-1513	1258	28	a.	a.	NOUN
ijassa-1513	1258	29	(	(	PUNCT
ijassa-1513	1258	30	2020	2020	NUM
ijassa-1513	1258	31	)	)	PUNCT
ijassa-1513	1258	32	.	.	PUNCT
ijassa-1513	1259	1	comparative	comparative	ADJ
ijassa-1513	1259	2	analysis	analysis	NOUN
ijassa-1513	1259	3	of	of	ADP
ijassa-1513	1259	4	text	text	NOUN
ijassa-1513	1259	5	classification	classification	NOUN
ijassa-1513	1259	6	approaches	approach	NOUN
ijassa-1513	1259	7	in	in	ADP
ijassa-1513	1259	8	electronic	electronic	ADJ
ijassa-1513	1259	9	health	health	NOUN
ijassa-1513	1259	10	records	record	NOUN
ijassa-1513	1259	11	.	.	PUNCT
ijassa-1513	1260	1	proceedings	proceeding	NOUN
ijassa-1513	1260	2	of	of	ADP
ijassa-1513	1260	3	the	the	DET
ijassa-1513	1260	4	annual	annual	ADJ
ijassa-1513	1260	5	meeting	meeting	NOUN
ijassa-1513	1260	6	of	of	ADP
ijassa-1513	1260	7	the	the	DET
ijassa-1513	1260	8	association	association	NOUN
ijassa-1513	1260	9	for	for	ADP
ijassa-1513	1260	10	computational	computational	ADJ
ijassa-1513	1260	11	linguistics	linguistic	NOUN
ijassa-1513	1260	12	.	.	PUNCT
ijassa-1513	1261	1	https://doi.org/10.18653/v1/2020.bionlp-1.9	https://doi.org/10.18653/v1/2020.bionlp-1.9	PROPN
ijassa-1513	1262	1	104	104	NUM
ijassa-1513	1262	2	.	.	PUNCT
ijassa-1513	1263	1	maw	maw	NOUN
ijassa-1513	1263	2	,	,	PUNCT
ijassa-1513	1263	3	m.	m.	NOUN
ijassa-1513	1263	4	,	,	PUNCT
ijassa-1513	1263	5	balakrishnan	balakrishnan	PROPN
ijassa-1513	1263	6	,	,	PUNCT
ijassa-1513	1263	7	v.	v.	PROPN
ijassa-1513	1263	8	,	,	PUNCT
ijassa-1513	1263	9	rana	rana	PROPN
ijassa-1513	1263	10	,	,	PUNCT
ijassa-1513	1263	11	o.	o.	PROPN
ijassa-1513	1263	12	,	,	PUNCT
ijassa-1513	1263	13	&	&	CCONJ
ijassa-1513	1263	14	ravana	ravana	PROPN
ijassa-1513	1263	15	,	,	PUNCT
ijassa-1513	1263	16	s.	s.	PROPN
ijassa-1513	1263	17	d.	d.	PROPN
ijassa-1513	1263	18	(	(	PUNCT
ijassa-1513	1263	19	2020	2020	NUM
ijassa-1513	1263	20	)	)	PUNCT
ijassa-1513	1263	21	.	.	PUNCT
ijassa-1513	1264	1	trends	trend	NOUN
ijassa-1513	1264	2	and	and	CCONJ
ijassa-1513	1264	3	patterns	pattern	NOUN
ijassa-1513	1264	4	of	of	ADP
ijassa-1513	1264	5	text	text	NOUN
ijassa-1513	1264	6	classification	classification	NOUN
ijassa-1513	1264	7	techniques	technique	NOUN
ijassa-1513	1264	8	:	:	PUNCT
ijassa-1513	1264	9	a	a	DET
ijassa-1513	1264	10	systematic	systematic	ADJ
ijassa-1513	1264	11	mapping	mapping	NOUN
ijassa-1513	1264	12	study	study	NOUN
ijassa-1513	1264	13	.	.	PUNCT
ijassa-1513	1265	1	malaysian	malaysian	ADJ
ijassa-1513	1265	2	journal	journal	PROPN
ijassa-1513	1265	3	of	of	ADP
ijassa-1513	1265	4	computer	computer	NOUN
ijassa-1513	1265	5	science	science	NOUN
ijassa-1513	1265	6	,	,	PUNCT
ijassa-1513	1265	7	33(2	33(2	NUM
ijassa-1513	1265	8	)	)	PUNCT
ijassa-1513	1265	9	,	,	PUNCT
ijassa-1513	1265	10	102–117	102–117	NUM
ijassa-1513	1265	11	.	.	PUNCT
ijassa-1513	1266	1	https://doi.org/10.22452/mjcs.vol33no2.2	https://doi.org/10.22452/mjcs.vol33no2.2	PROPN
ijassa-1513	1266	2	105	105	NUM
ijassa-1513	1266	3	.	.	PUNCT
ijassa-1513	1267	1	mcauley	mcauley	PROPN
ijassa-1513	1267	2	,	,	PUNCT
ijassa-1513	1267	3	j.	j.	PROPN
ijassa-1513	1267	4	,	,	PUNCT
ijassa-1513	1267	5	&	&	CCONJ
ijassa-1513	1267	6	leskovec	leskovec	PROPN
ijassa-1513	1267	7	,	,	PUNCT
ijassa-1513	1267	8	j.	j.	PROPN
ijassa-1513	1267	9	(	(	PUNCT
ijassa-1513	1267	10	2013	2013	NUM
ijassa-1513	1267	11	)	)	PUNCT
ijassa-1513	1267	12	.	.	PUNCT
ijassa-1513	1268	1	hidden	hide	VERB
ijassa-1513	1268	2	factors	factor	NOUN
ijassa-1513	1268	3	and	and	CCONJ
ijassa-1513	1268	4	hidden	hidden	ADJ
ijassa-1513	1268	5	topics	topic	NOUN
ijassa-1513	1268	6	:	:	PUNCT
ijassa-1513	1268	7	understanding	understand	VERB
ijassa-1513	1268	8	rating	rating	NOUN
ijassa-1513	1268	9	dimensions	dimension	NOUN
ijassa-1513	1268	10	with	with	ADP
ijassa-1513	1268	11	review	review	NOUN
ijassa-1513	1268	12	text	text	NOUN
ijassa-1513	1268	13	.	.	PUNCT
ijassa-1513	1269	1	recsys	recsys	PROPN
ijassa-1513	1269	2	2013	2013	NUM
ijassa-1513	1269	3	proceedings	proceeding	NOUN
ijassa-1513	1269	4	of	of	ADP
ijassa-1513	1269	5	the	the	DET
ijassa-1513	1269	6	7th	7th	ADJ
ijassa-1513	1269	7	acm	acm	PROPN
ijassa-1513	1269	8	conference	conference	NOUN
ijassa-1513	1269	9	on	on	ADP
ijassa-1513	1269	10	recommender	recommender	NOUN
ijassa-1513	1269	11	systems	system	NOUN
ijassa-1513	1269	12	,	,	PUNCT
ijassa-1513	1269	13	165–172	165–172	NUM
ijassa-1513	1269	14	.	.	PUNCT
ijassa-1513	1269	15	https://doi.org/10.1145/2507157.2507163	https://doi.org/10.1145/2507157.2507163	PROPN
ijassa-1513	1269	16	106	106	NUM
ijassa-1513	1269	17	.	.	PUNCT
ijassa-1513	1270	1	mccallum	mccallum	PROPN
ijassa-1513	1270	2	,	,	PUNCT
ijassa-1513	1270	3	a.	a.	PROPN
ijassa-1513	1270	4	,	,	PUNCT
ijassa-1513	1270	5	&	&	CCONJ
ijassa-1513	1270	6	nigam	nigam	PROPN
ijassa-1513	1270	7	,	,	PUNCT
ijassa-1513	1270	8	k.	k.	PROPN
ijassa-1513	1270	9	(	(	PUNCT
ijassa-1513	1270	10	n.d	n.d	PROPN
ijassa-1513	1270	11	.	.	PROPN
ijassa-1513	1270	12	)	)	PUNCT
ijassa-1513	1270	13	.	.	PUNCT
ijassa-1513	1271	1	a	a	DET
ijassa-1513	1271	2	comparison	comparison	NOUN
ijassa-1513	1271	3	of	of	ADP
ijassa-1513	1271	4	event	event	NOUN
ijassa-1513	1271	5	models	model	NOUN
ijassa-1513	1271	6	for	for	ADP
ijassa-1513	1271	7	naive	naive	ADJ
ijassa-1513	1271	8	bayes	bayes	NOUN
ijassa-1513	1271	9	text	text	NOUN
ijassa-1513	1271	10	classification	classification	NOUN
ijassa-1513	1271	11	.	.	PUNCT
ijassa-1513	1272	1	107	107	NUM
ijassa-1513	1272	2	.	.	PUNCT
ijassa-1513	1273	1	meena	meena	PROPN
ijassa-1513	1273	2	,	,	PUNCT
ijassa-1513	1273	3	k.	k.	PROPN
ijassa-1513	1273	4	,	,	PUNCT
ijassa-1513	1273	5	&	&	CCONJ
ijassa-1513	1273	6	lawrance	lawrance	PROPN
ijassa-1513	1273	7	,	,	PUNCT
ijassa-1513	1273	8	r.	r.	PROPN
ijassa-1513	1273	9	(	(	PUNCT
ijassa-1513	1273	10	2019	2019	NUM
ijassa-1513	1273	11	)	)	PUNCT
ijassa-1513	1273	12	.	.	PUNCT
ijassa-1513	1274	1	an	an	DET
ijassa-1513	1274	2	automatic	automatic	ADJ
ijassa-1513	1274	3	text	text	NOUN
ijassa-1513	1274	4	document	document	NOUN
ijassa-1513	1274	5	classification	classification	NOUN
ijassa-1513	1274	6	using	use	VERB
ijassa-1513	1274	7	modified	modify	VERB
ijassa-1513	1274	8	weight	weight	NOUN
ijassa-1513	1274	9	and	and	CCONJ
ijassa-1513	1274	10	semantic	semantic	ADJ
ijassa-1513	1274	11	method	method	NOUN
ijassa-1513	1274	12	.	.	PUNCT
ijassa-1513	1275	1	international	international	ADJ
ijassa-1513	1275	2	journal	journal	NOUN
ijassa-1513	1275	3	of	of	ADP
ijassa-1513	1275	4	innovative	innovative	ADJ
ijassa-1513	1275	5	technology	technology	NOUN
ijassa-1513	1275	6	and	and	CCONJ
ijassa-1513	1275	7	exploring	explore	VERB
ijassa-1513	1275	8	engineering	engineering	NOUN
ijassa-1513	1275	9	,	,	PUNCT
ijassa-1513	1275	10	8(12	8(12	NUM
ijassa-1513	1275	11	)	)	PUNCT
ijassa-1513	1275	12	.	.	PUNCT
ijassa-1513	1276	1	https://doi.org/10.35940/ijitee.k2123.1081219	https://doi.org/10.35940/ijitee.k2123.1081219	ADJ
ijassa-1513	1276	2	108	108	NUM
ijassa-1513	1276	3	.	.	PUNCT
ijassa-1513	1277	1	meng	meng	PROPN
ijassa-1513	1277	2	,	,	PUNCT
ijassa-1513	1277	3	y.	y.	PROPN
ijassa-1513	1277	4	,	,	PUNCT
ijassa-1513	1277	5	shen	shen	PROPN
ijassa-1513	1277	6	,	,	PUNCT
ijassa-1513	1277	7	j.	j.	PROPN
ijassa-1513	1277	8	,	,	PUNCT
ijassa-1513	1277	9	zhang	zhang	PROPN
ijassa-1513	1277	10	,	,	PUNCT
ijassa-1513	1277	11	c.	c.	PROPN
ijassa-1513	1277	12	,	,	PUNCT
ijassa-1513	1277	13	&	&	CCONJ
ijassa-1513	1277	14	han	han	PROPN
ijassa-1513	1277	15	,	,	PUNCT
ijassa-1513	1277	16	j.	j.	PROPN
ijassa-1513	1277	17	(	(	PUNCT
ijassa-1513	1277	18	2019	2019	NUM
ijassa-1513	1277	19	)	)	PUNCT
ijassa-1513	1277	20	.	.	PUNCT
ijassa-1513	1278	1	weakly	weakly	ADV
ijassa-1513	1278	2	-	-	PUNCT
ijassa-1513	1278	3	supervised	supervise	VERB
ijassa-1513	1278	4	hierarchical	hierarchical	ADJ
ijassa-1513	1278	5	text	text	NOUN
ijassa-1513	1278	6	classification	classification	NOUN
ijassa-1513	1278	7	.	.	PUNCT
ijassa-1513	1279	1	33rd	33rd	ADJ
ijassa-1513	1279	2	aaai	aaai	PROPN
ijassa-1513	1279	3	conference	conference	NOUN
ijassa-1513	1279	4	on	on	ADP
ijassa-1513	1279	5	artificial	artificial	ADJ
ijassa-1513	1279	6	intelligence	intelligence	NOUN
ijassa-1513	1279	7	,	,	PUNCT
ijassa-1513	1279	8	aaai	aaai	PROPN
ijassa-1513	1279	9	2019	2019	NUM
ijassa-1513	1279	10	,	,	PUNCT
ijassa-1513	1279	11	31st	31st	ADJ
ijassa-1513	1279	12	innovative	innovative	ADJ
ijassa-1513	1279	13	applications	application	NOUN
ijassa-1513	1279	14	of	of	ADP
ijassa-1513	1279	15	artificial	artificial	ADJ
ijassa-1513	1279	16	intelligence	intelligence	NOUN
ijassa-1513	1279	17	conference	conference	NOUN
ijassa-1513	1279	18	,	,	PUNCT
ijassa-1513	1279	19	iaai	iaai	NOUN
ijassa-1513	1279	20	2019	2019	NUM
ijassa-1513	1279	21	and	and	CCONJ
ijassa-1513	1279	22	the	the	DET
ijassa-1513	1279	23	9th	9th	ADJ
ijassa-1513	1279	24	aaai	aaai	PROPN
ijassa-1513	1279	25	symposium	symposium	NOUN
ijassa-1513	1279	26	on	on	ADP
ijassa-1513	1279	27	educational	educational	ADJ
ijassa-1513	1279	28	advances	advance	NOUN
ijassa-1513	1279	29	in	in	ADP
ijassa-1513	1279	30	artificial	artificial	ADJ
ijassa-1513	1279	31	intelligence	intelligence	NOUN
ijassa-1513	1279	32	,	,	PUNCT
ijassa-1513	1279	33	eaai	eaai	PROPN
ijassa-1513	1279	34	2019	2019	NUM
ijassa-1513	1279	35	.	.	PUNCT
ijassa-1513	1280	1	https://doi.org/10.1609/aaai.v33i01.33016826	https://doi.org/10.1609/aaai.v33i01.33016826	PROPN
ijassa-1513	1280	2	109	109	NUM
ijassa-1513	1280	3	.	.	PUNCT
ijassa-1513	1281	1	meng	meng	PROPN
ijassa-1513	1281	2	,	,	PUNCT
ijassa-1513	1281	3	y.	y.	PROPN
ijassa-1513	1281	4	,	,	PUNCT
ijassa-1513	1281	5	zhang	zhang	PROPN
ijassa-1513	1281	6	,	,	PUNCT
ijassa-1513	1281	7	y.	y.	PROPN
ijassa-1513	1281	8	,	,	PUNCT
ijassa-1513	1281	9	huang	huang	PROPN
ijassa-1513	1281	10	,	,	PUNCT
ijassa-1513	1281	11	j.	j.	PROPN
ijassa-1513	1281	12	,	,	PUNCT
ijassa-1513	1281	13	xiong	xiong	PROPN
ijassa-1513	1281	14	,	,	PUNCT
ijassa-1513	1281	15	c.	c.	PROPN
ijassa-1513	1281	16	,	,	PUNCT
ijassa-1513	1281	17	ji	ji	PROPN
ijassa-1513	1281	18	,	,	PUNCT
ijassa-1513	1281	19	h.	h.	PROPN
ijassa-1513	1281	20	,	,	PUNCT
ijassa-1513	1281	21	zhang	zhang	PROPN
ijassa-1513	1281	22	,	,	PUNCT
ijassa-1513	1281	23	c.	c.	PROPN
ijassa-1513	1281	24	,	,	PUNCT
ijassa-1513	1281	25	&	&	CCONJ
ijassa-1513	1281	26	han	han	PROPN
ijassa-1513	1281	27	,	,	PUNCT
ijassa-1513	1281	28	j.	j.	PROPN
ijassa-1513	1281	29	(	(	PUNCT
ijassa-1513	1281	30	2020	2020	NUM
ijassa-1513	1281	31	)	)	PUNCT
ijassa-1513	1281	32	.	.	PUNCT
ijassa-1513	1282	1	text	text	NOUN
ijassa-1513	1282	2	classification	classification	NOUN
ijassa-1513	1282	3	using	use	VERB
ijassa-1513	1282	4	label	label	NOUN
ijassa-1513	1282	5	names	name	NOUN
ijassa-1513	1282	6	only	only	ADV
ijassa-1513	1282	7	:	:	PUNCT
ijassa-1513	1282	8	a	a	DET
ijassa-1513	1282	9	language	language	NOUN
ijassa-1513	1282	10	model	model	NOUN
ijassa-1513	1282	11	self	self	NOUN
ijassa-1513	1282	12	-	-	PUNCT
ijassa-1513	1282	13	training	training	NOUN
ijassa-1513	1282	14	approach	approach	NOUN
ijassa-1513	1282	15	.	.	PUNCT
ijassa-1513	1283	1	emnlp	emnlp	ADJ
ijassa-1513	1283	2	2020	2020	NUM
ijassa-1513	1283	3	2020	2020	NUM
ijassa-1513	1283	4	conference	conference	NOUN
ijassa-1513	1283	5	on	on	ADP
ijassa-1513	1283	6	empirical	empirical	ADJ
ijassa-1513	1283	7	methods	method	NOUN
ijassa-1513	1283	8	in	in	ADP
ijassa-1513	1283	9	natural	natural	ADJ
ijassa-1513	1283	10	language	language	NOUN
ijassa-1513	1283	11	processing	processing	NOUN
ijassa-1513	1283	12	,	,	PUNCT
ijassa-1513	1283	13	proceedings	proceeding	NOUN
ijassa-1513	1283	14	of	of	ADP
ijassa-1513	1283	15	the	the	DET
ijassa-1513	1283	16	conference	conference	NOUN
ijassa-1513	1283	17	.	.	PUNCT
ijassa-1513	1284	1	https://doi.org/10.18653/v1/2020.emnlp-main.724	https://doi.org/10.18653/v1/2020.emnlp-main.724	PROPN
ijassa-1513	1285	1	110	110	NUM
ijassa-1513	1285	2	.	.	PUNCT
ijassa-1513	1286	1	merity	merity	NOUN
ijassa-1513	1286	2	,	,	PUNCT
ijassa-1513	1286	3	s.	s.	PROPN
ijassa-1513	1286	4	,	,	PUNCT
ijassa-1513	1286	5	shirish	shirish	ADJ
ijassa-1513	1286	6	keskar	keskar	PROPN
ijassa-1513	1286	7	,	,	PUNCT
ijassa-1513	1286	8	n.	n.	NOUN
ijassa-1513	1286	9	,	,	PUNCT
ijassa-1513	1286	10	&	&	CCONJ
ijassa-1513	1286	11	socher	socher	PROPN
ijassa-1513	1286	12	,	,	PUNCT
ijassa-1513	1286	13	r.	r.	PROPN
ijassa-1513	1286	14	(	(	PUNCT
ijassa-1513	1286	15	2017	2017	NUM
ijassa-1513	1286	16	)	)	PUNCT
ijassa-1513	1286	17	.	.	PUNCT
ijassa-1513	1287	1	regularizing	regularize	VERB
ijassa-1513	1287	2	and	and	CCONJ
ijassa-1513	1287	3	optimizing	optimize	VERB
ijassa-1513	1287	4	lstm	lstm	ADJ
ijassa-1513	1287	5	language	language	NOUN
ijassa-1513	1287	6	models	model	NOUN
ijassa-1513	1287	7	.	.	PUNCT
ijassa-1513	1288	1	111	111	NUM
ijassa-1513	1288	2	.	.	PUNCT
ijassa-1513	1288	3	miao	miao	NOUN
ijassa-1513	1288	4	,	,	PUNCT
ijassa-1513	1288	5	f.	f.	PROPN
ijassa-1513	1288	6	,	,	PUNCT
ijassa-1513	1288	7	zhang	zhang	PROPN
ijassa-1513	1288	8	,	,	PUNCT
ijassa-1513	1288	9	p.	p.	PROPN
ijassa-1513	1288	10	,	,	PUNCT
ijassa-1513	1288	11	jin	jin	PROPN
ijassa-1513	1288	12	,	,	PUNCT
ijassa-1513	1288	13	l.	l.	PROPN
ijassa-1513	1288	14	,	,	PUNCT
ijassa-1513	1288	15	&	&	CCONJ
ijassa-1513	1288	16	wu	wu	PROPN
ijassa-1513	1288	17	,	,	PUNCT
ijassa-1513	1288	18	h.	h.	PROPN
ijassa-1513	1288	19	(	(	PUNCT
ijassa-1513	1288	20	2018	2018	NUM
ijassa-1513	1288	21	)	)	PUNCT
ijassa-1513	1288	22	.	.	PUNCT
ijassa-1513	1289	1	chinese	chinese	ADJ
ijassa-1513	1289	2	news	news	NOUN
ijassa-1513	1289	3	text	text	NOUN
ijassa-1513	1289	4	classification	classification	NOUN
ijassa-1513	1289	5	based	base	VERB
ijassa-1513	1289	6	on	on	ADP
ijassa-1513	1289	7	machine	machine	NOUN
ijassa-1513	1289	8	learning	learning	NOUN
ijassa-1513	1289	9	algorithm	algorithm	NOUN
ijassa-1513	1289	10	.	.	PUNCT
ijassa-1513	1290	1	proceedings	proceeding	NOUN
ijassa-1513	1290	2	2018	2018	NUM
ijassa-1513	1290	3	10th	10th	ADJ
ijassa-1513	1290	4	international	international	ADJ
ijassa-1513	1290	5	conference	conference	NOUN
ijassa-1513	1290	6	on	on	ADP
ijassa-1513	1290	7	intelligent	intelligent	ADJ
ijassa-1513	1290	8	human	human	ADJ
ijassa-1513	1290	9	-	-	PUNCT
ijassa-1513	1290	10	machine	machine	NOUN
ijassa-1513	1290	11	systems	system	NOUN
ijassa-1513	1290	12	and	and	CCONJ
ijassa-1513	1290	13	cybernetics	cybernetic	NOUN
ijassa-1513	1290	14	,	,	PUNCT
ijassa-1513	1290	15	ihmsc	ihmsc	NOUN
ijassa-1513	1290	16	2018	2018	NUM
ijassa-1513	1290	17	,	,	PUNCT
ijassa-1513	1290	18	2	2	NUM
ijassa-1513	1290	19	.	.	PUNCT
ijassa-1513	1291	1	https://doi.org/10.1109/ihmsc.2018.10117	https://doi.org/10.1109/ihmsc.2018.10117	PROPN
ijassa-1513	1291	2	112	112	NUM
ijassa-1513	1291	3	.	.	PUNCT
ijassa-1513	1292	1	mikolov	mikolov	PROPN
ijassa-1513	1292	2	,	,	PUNCT
ijassa-1513	1292	3	t.	t.	PROPN
ijassa-1513	1292	4	,	,	PUNCT
ijassa-1513	1292	5	chen	chen	PROPN
ijassa-1513	1292	6	,	,	PUNCT
ijassa-1513	1292	7	k.	k.	PROPN
ijassa-1513	1292	8	,	,	PUNCT
ijassa-1513	1292	9	corrado	corrado	PROPN
ijassa-1513	1292	10	,	,	PUNCT
ijassa-1513	1292	11	g.	g.	PROPN
ijassa-1513	1292	12	,	,	PUNCT
ijassa-1513	1292	13	&	&	CCONJ
ijassa-1513	1292	14	dean	dean	PROPN
ijassa-1513	1292	15	,	,	PUNCT
ijassa-1513	1293	1	j.	j.	PROPN
ijassa-1513	1293	2	(	(	PUNCT
ijassa-1513	1293	3	n.d	n.d	PROPN
ijassa-1513	1293	4	.	.	PROPN
ijassa-1513	1293	5	)	)	PUNCT
ijassa-1513	1293	6	.	.	PUNCT
ijassa-1513	1294	1	efficient	efficient	ADJ
ijassa-1513	1294	2	estimation	estimation	NOUN
ijassa-1513	1294	3	of	of	ADP
ijassa-1513	1294	4	word	word	NOUN
ijassa-1513	1294	5	representations	representation	NOUN
ijassa-1513	1294	6	in	in	ADP
ijassa-1513	1294	7	vector	vector	NOUN
ijassa-1513	1294	8	space	space	NOUN
ijassa-1513	1294	9	.	.	PUNCT
ijassa-1513	1295	1	retrieved	retrieve	VERB
ijassa-1513	1295	2	september	september	PROPN
ijassa-1513	1295	3	14	14	NUM
ijassa-1513	1295	4	,	,	PUNCT
ijassa-1513	1295	5	2023	2023	NUM
ijassa-1513	1295	6	,	,	PUNCT
ijassa-1513	1295	7	from	from	ADP
ijassa-1513	1295	8	http://ronan.collobert.com/senna/	http://ronan.collobert.com/senna/	NOUN
ijassa-1513	1295	9	text	text	NOUN
ijassa-1513	1295	10	classification	classification	NOUN
ijassa-1513	1295	11	technologies	technology	NOUN
ijassa-1513	1295	12	in	in	ADP
ijassa-1513	1295	13	document	document	NOUN
ijassa-1513	1295	14	categorization	categorization	NOUN
ijassa-1513	1295	15	systems	system	NOUN
ijassa-1513	1295	16	.	.	PUNCT
ijassa-1513	1296	1	a	a	DET
ijassa-1513	1296	2	survey	survey	NOUN
ijassa-1513	1296	3	161	161	NUM
ijassa-1513	1296	4	copyright	copyright	NOUN
ijassa-1513	1296	5	©	©	PROPN
ijassa-1513	1296	6	2024	2024	NUM
ijassa-1513	1296	7	assa	assa	NOUN
ijassa-1513	1296	8	.	.	PUNCT
ijassa-1513	1297	1	adv	adv	PROPN
ijassa-1513	1297	2	.	.	PUNCT
ijassa-1513	1298	1	in	in	ADP
ijassa-1513	1298	2	systems	system	NOUN
ijassa-1513	1298	3	science	science	NOUN
ijassa-1513	1298	4	and	and	CCONJ
ijassa-1513	1298	5	appl	appl	NOUN
ijassa-1513	1298	6	.	.	PUNCT
ijassa-1513	1299	1	(	(	PUNCT
ijassa-1513	1299	2	2024	2024	NUM
ijassa-1513	1299	3	)	)	PUNCT
ijassa-1513	1299	4	113	113	NUM
ijassa-1513	1299	5	.	.	PUNCT
ijassa-1513	1300	1	mirończuk	mirończuk	NOUN
ijassa-1513	1300	2	,	,	PUNCT
ijassa-1513	1300	3	m.	m.	NOUN
ijassa-1513	1300	4	m.	m.	NOUN
ijassa-1513	1300	5	,	,	PUNCT
ijassa-1513	1300	6	&	&	CCONJ
ijassa-1513	1300	7	protasiewicz	protasiewicz	PROPN
ijassa-1513	1300	8	,	,	PUNCT
ijassa-1513	1300	9	j.	j.	PROPN
ijassa-1513	1300	10	(	(	PUNCT
ijassa-1513	1300	11	2018	2018	NUM
ijassa-1513	1300	12	)	)	PUNCT
ijassa-1513	1300	13	.	.	PUNCT
ijassa-1513	1301	1	a	a	DET
ijassa-1513	1301	2	recent	recent	ADJ
ijassa-1513	1301	3	overview	overview	NOUN
ijassa-1513	1301	4	of	of	ADP
ijassa-1513	1301	5	the	the	DET
ijassa-1513	1301	6	state	state	NOUN
ijassa-1513	1301	7	-	-	PUNCT
ijassa-1513	1301	8	of	of	ADP
ijassa-1513	1301	9	-	-	PUNCT
ijassa-1513	1301	10	theart	theart	NOUN
ijassa-1513	1301	11	elements	element	NOUN
ijassa-1513	1301	12	of	of	ADP
ijassa-1513	1301	13	text	text	NOUN
ijassa-1513	1301	14	classification	classification	NOUN
ijassa-1513	1301	15	.	.	PUNCT
ijassa-1513	1302	1	expert	expert	NOUN
ijassa-1513	1302	2	systems	system	NOUN
ijassa-1513	1302	3	with	with	ADP
ijassa-1513	1302	4	applications	application	NOUN
ijassa-1513	1302	5	,	,	PUNCT
ijassa-1513	1302	6	106	106	NUM
ijassa-1513	1302	7	,	,	PUNCT
ijassa-1513	1302	8	36–54	36–54	NUM
ijassa-1513	1302	9	.	.	PUNCT
ijassa-1513	1303	1	https://doi.org/10.1016/j.eswa.2018.03.058	https://doi.org/10.1016/j.eswa.2018.03.058	NUM
ijassa-1513	1303	2	114	114	NUM
ijassa-1513	1303	3	.	.	PUNCT
ijassa-1513	1303	4	miyato	miyato	PROPN
ijassa-1513	1303	5	,	,	PUNCT
ijassa-1513	1303	6	t.	t.	PROPN
ijassa-1513	1303	7	,	,	PUNCT
ijassa-1513	1303	8	dai	dai	PROPN
ijassa-1513	1303	9	,	,	PUNCT
ijassa-1513	1303	10	a.	a.	NOUN
ijassa-1513	1303	11	m.	m.	NOUN
ijassa-1513	1303	12	,	,	PUNCT
ijassa-1513	1303	13	&	&	CCONJ
ijassa-1513	1303	14	goodfellow	goodfellow	PROPN
ijassa-1513	1303	15	,	,	PUNCT
ijassa-1513	1303	16	i.	i.	NOUN
ijassa-1513	1303	17	(	(	PUNCT
ijassa-1513	1303	18	2017	2017	NUM
ijassa-1513	1303	19	)	)	PUNCT
ijassa-1513	1303	20	.	.	PUNCT
ijassa-1513	1304	1	adversarial	adversarial	ADJ
ijassa-1513	1304	2	training	training	NOUN
ijassa-1513	1304	3	methods	method	NOUN
ijassa-1513	1304	4	for	for	ADP
ijassa-1513	1304	5	semi	semi	ADJ
ijassa-1513	1304	6	-	-	ADJ
ijassa-1513	1304	7	supervised	supervised	ADJ
ijassa-1513	1304	8	text	text	NOUN
ijassa-1513	1304	9	classification	classification	NOUN
ijassa-1513	1304	10	.	.	PUNCT
ijassa-1513	1305	1	5th	5th	ADJ
ijassa-1513	1305	2	international	international	ADJ
ijassa-1513	1305	3	conference	conference	NOUN
ijassa-1513	1305	4	on	on	ADP
ijassa-1513	1305	5	learning	learn	VERB
ijassa-1513	1305	6	representations	representation	NOUN
ijassa-1513	1305	7	,	,	PUNCT
ijassa-1513	1305	8	iclr	iclr	NOUN
ijassa-1513	1305	9	2017	2017	NUM
ijassa-1513	1305	10	conference	conference	NOUN
ijassa-1513	1305	11	track	track	NOUN
ijassa-1513	1305	12	proceedings	proceeding	NOUN
ijassa-1513	1305	13	.	.	PUNCT
ijassa-1513	1306	1	115	115	NUM
ijassa-1513	1306	2	.	.	PUNCT
ijassa-1513	1307	1	mohan	mohan	PROPN
ijassa-1513	1307	2	,	,	PUNCT
ijassa-1513	1307	3	v.	v.	PROPN
ijassa-1513	1307	4	(	(	PUNCT
ijassa-1513	1307	5	2015	2015	NUM
ijassa-1513	1307	6	)	)	PUNCT
ijassa-1513	1307	7	.	.	PUNCT
ijassa-1513	1308	1	preprocessing	preprocesse	VERB
ijassa-1513	1308	2	techniques	technique	NOUN
ijassa-1513	1308	3	for	for	ADP
ijassa-1513	1308	4	text	text	NOUN
ijassa-1513	1308	5	mining	mining	NOUN
ijassa-1513	1308	6	an	an	DET
ijassa-1513	1308	7	overview	overview	NOUN
ijassa-1513	1308	8	.	.	PUNCT
ijassa-1513	1309	1	116	116	X
ijassa-1513	1309	2	.	.	PUNCT
ijassa-1513	1310	1	moldagulova	moldagulova	PROPN
ijassa-1513	1310	2	,	,	PUNCT
ijassa-1513	1310	3	a.	a.	PROPN
ijassa-1513	1310	4	,	,	PUNCT
ijassa-1513	1310	5	&	&	CCONJ
ijassa-1513	1310	6	sulaiman	sulaiman	PROPN
ijassa-1513	1310	7	,	,	PUNCT
ijassa-1513	1310	8	r.	r.	PROPN
ijassa-1513	1310	9	b.	b.	PROPN
ijassa-1513	1310	10	(	(	PUNCT
ijassa-1513	1310	11	2018	2018	NUM
ijassa-1513	1310	12	)	)	PUNCT
ijassa-1513	1310	13	.	.	PUNCT
ijassa-1513	1311	1	document	document	NOUN
ijassa-1513	1311	2	classification	classification	NOUN
ijassa-1513	1311	3	based	base	VERB
ijassa-1513	1311	4	on	on	ADP
ijassa-1513	1311	5	knn	knn	PROPN
ijassa-1513	1311	6	algorithm	algorithm	PROPN
ijassa-1513	1311	7	by	by	ADP
ijassa-1513	1311	8	term	term	NOUN
ijassa-1513	1311	9	vector	vector	NOUN
ijassa-1513	1311	10	space	space	NOUN
ijassa-1513	1311	11	reduction	reduction	NOUN
ijassa-1513	1311	12	.	.	PUNCT
ijassa-1513	1312	1	2018	2018	NUM
ijassa-1513	1312	2	18th	18th	ADJ
ijassa-1513	1312	3	international	international	ADJ
ijassa-1513	1312	4	conference	conference	NOUN
ijassa-1513	1312	5	on	on	ADP
ijassa-1513	1312	6	control	control	NOUN
ijassa-1513	1312	7	,	,	PUNCT
ijassa-1513	1312	8	automation	automation	NOUN
ijassa-1513	1312	9	and	and	CCONJ
ijassa-1513	1312	10	systems	system	NOUN
ijassa-1513	1312	11	(	(	PUNCT
ijassa-1513	1312	12	iccas	iccas	PROPN
ijassa-1513	1312	13	)	)	PUNCT
ijassa-1513	1312	14	,	,	PUNCT
ijassa-1513	1312	15	387–391	387–391	NUM
ijassa-1513	1312	16	.	.	NOUN
ijassa-1513	1312	17	117	117	NUM
ijassa-1513	1312	18	.	.	PUNCT
ijassa-1513	1312	19	movie	movie	NOUN
ijassa-1513	1312	20	review	review	NOUN
ijassa-1513	1312	21	data	datum	NOUN
ijassa-1513	1312	22	.	.	PUNCT
ijassa-1513	1313	1	(	(	PUNCT
ijassa-1513	1313	2	n.d	n.d	PROPN
ijassa-1513	1313	3	.	.	PROPN
ijassa-1513	1313	4	)	)	PUNCT
ijassa-1513	1313	5	.	.	PUNCT
ijassa-1513	1314	1	retrieved	retrieve	VERB
ijassa-1513	1314	2	september	september	PROPN
ijassa-1513	1314	3	18	18	NUM
ijassa-1513	1314	4	,	,	PUNCT
ijassa-1513	1314	5	2023	2023	NUM
ijassa-1513	1314	6	,	,	PUNCT
ijassa-1513	1314	7	from	from	ADP
ijassa-1513	1314	8	http://www.cs.cornell.edu/people/pabo/movie-review-data/	http://www.cs.cornell.edu/people/pabo/movie-review-data/	PROPN
ijassa-1513	1314	9	118	118	NUM
ijassa-1513	1314	10	.	.	PUNCT
ijassa-1513	1315	1	mti	mti	PROPN
ijassa-1513	1315	2	ml	ml	PROPN
ijassa-1513	1315	3	(	(	PUNCT
ijassa-1513	1315	4	machine	machine	NOUN
ijassa-1513	1315	5	learning	learning	NOUN
ijassa-1513	1315	6	package	package	NOUN
ijassa-1513	1315	7	)	)	PUNCT
ijassa-1513	1315	8	.	.	PUNCT
ijassa-1513	1316	1	(	(	PUNCT
ijassa-1513	1316	2	n.d	n.d	PROPN
ijassa-1513	1316	3	.	.	PROPN
ijassa-1513	1316	4	)	)	PUNCT
ijassa-1513	1316	5	.	.	PUNCT
ijassa-1513	1317	1	retrieved	retrieve	VERB
ijassa-1513	1317	2	september	september	PROPN
ijassa-1513	1317	3	18	18	NUM
ijassa-1513	1317	4	,	,	PUNCT
ijassa-1513	1317	5	2023	2023	NUM
ijassa-1513	1317	6	,	,	PUNCT
ijassa-1513	1317	7	from	from	ADP
ijassa-1513	1317	8	https://lhncbc.nlm.nih.gov/ii/tools/mti_ml.html	https://lhncbc.nlm.nih.gov/ii/tools/mti_ml.html	PROPN
ijassa-1513	1317	9	119	119	NUM
ijassa-1513	1317	10	.	.	PUNCT
ijassa-1513	1318	1	ogura	ogura	PROPN
ijassa-1513	1318	2	,	,	PUNCT
ijassa-1513	1318	3	h.	h.	PROPN
ijassa-1513	1318	4	,	,	PUNCT
ijassa-1513	1318	5	amano	amano	PROPN
ijassa-1513	1318	6	,	,	PUNCT
ijassa-1513	1318	7	h.	h.	PROPN
ijassa-1513	1318	8	,	,	PUNCT
ijassa-1513	1318	9	&	&	CCONJ
ijassa-1513	1318	10	kondo	kondo	PROPN
ijassa-1513	1318	11	,	,	PUNCT
ijassa-1513	1318	12	m.	m.	NOUN
ijassa-1513	1318	13	(	(	PUNCT
ijassa-1513	1318	14	2009	2009	NUM
ijassa-1513	1318	15	)	)	PUNCT
ijassa-1513	1318	16	.	.	PUNCT
ijassa-1513	1319	1	feature	feature	NOUN
ijassa-1513	1319	2	selection	selection	NOUN
ijassa-1513	1319	3	with	with	ADP
ijassa-1513	1319	4	a	a	DET
ijassa-1513	1319	5	measure	measure	NOUN
ijassa-1513	1319	6	of	of	ADP
ijassa-1513	1319	7	deviations	deviation	NOUN
ijassa-1513	1319	8	from	from	ADP
ijassa-1513	1319	9	poisson	poisson	NOUN
ijassa-1513	1319	10	in	in	ADP
ijassa-1513	1319	11	text	text	NOUN
ijassa-1513	1319	12	categorization	categorization	NOUN
ijassa-1513	1319	13	.	.	PUNCT
ijassa-1513	1320	1	expert	expert	NOUN
ijassa-1513	1320	2	systems	system	NOUN
ijassa-1513	1320	3	with	with	ADP
ijassa-1513	1320	4	applications	application	NOUN
ijassa-1513	1320	5	,	,	PUNCT
ijassa-1513	1320	6	36(3	36(3	NUM
ijassa-1513	1320	7	)	)	PUNCT
ijassa-1513	1320	8	,	,	PUNCT
ijassa-1513	1320	9	6826–6832	6826–6832	NOUN
ijassa-1513	1320	10	.	.	PUNCT
ijassa-1513	1321	1	https://doi.org/10.1016/j.eswa.2008.08.006	https://doi.org/10.1016/j.eswa.2008.08.006	ADJ
ijassa-1513	1321	2	120	120	NUM
ijassa-1513	1321	3	.	.	PUNCT
ijassa-1513	1321	4	onan	onan	PROPN
ijassa-1513	1321	5	,	,	PUNCT
ijassa-1513	1321	6	a.	a.	PROPN
ijassa-1513	1321	7	(	(	PUNCT
ijassa-1513	1321	8	2016	2016	NUM
ijassa-1513	1321	9	)	)	PUNCT
ijassa-1513	1321	10	.	.	PUNCT
ijassa-1513	1322	1	an	an	DET
ijassa-1513	1322	2	ensemble	ensemble	ADJ
ijassa-1513	1322	3	scheme	scheme	NOUN
ijassa-1513	1322	4	based	base	VERB
ijassa-1513	1322	5	on	on	ADP
ijassa-1513	1322	6	language	language	NOUN
ijassa-1513	1322	7	function	function	NOUN
ijassa-1513	1322	8	analysis	analysis	NOUN
ijassa-1513	1322	9	and	and	CCONJ
ijassa-1513	1322	10	feature	feature	NOUN
ijassa-1513	1322	11	engineering	engineering	NOUN
ijassa-1513	1322	12	for	for	ADP
ijassa-1513	1322	13	text	text	NOUN
ijassa-1513	1322	14	genre	genre	NOUN
ijassa-1513	1322	15	classification	classification	NOUN
ijassa-1513	1322	16	.	.	PUNCT
ijassa-1513	1323	1	journal	journal	NOUN
ijassa-1513	1323	2	of	of	ADP
ijassa-1513	1323	3	information	information	NOUN
ijassa-1513	1323	4	science	science	NOUN
ijassa-1513	1323	5	,	,	PUNCT
ijassa-1513	1323	6	44(1	44(1	PROPN
ijassa-1513	1323	7	)	)	PUNCT
ijassa-1513	1323	8	,	,	PUNCT
ijassa-1513	1323	9	28	28	NUM
ijassa-1513	1323	10	–	–	PUNCT
ijassa-1513	1323	11	47	47	NUM
ijassa-1513	1323	12	.	.	PUNCT
ijassa-1513	1324	1	https://doi.org/10.1177/0165551516677911	https://doi.org/10.1177/0165551516677911	NOUN
ijassa-1513	1324	2	121	121	NUM
ijassa-1513	1324	3	.	.	PUNCT
ijassa-1513	1325	1	pang	pang	NOUN
ijassa-1513	1325	2	,	,	PUNCT
ijassa-1513	1325	3	b.	b.	PROPN
ijassa-1513	1325	4	,	,	PUNCT
ijassa-1513	1325	5	&	&	CCONJ
ijassa-1513	1325	6	lee	lee	PROPN
ijassa-1513	1325	7	,	,	PUNCT
ijassa-1513	1325	8	l.	l.	PROPN
ijassa-1513	1325	9	(	(	PUNCT
ijassa-1513	1325	10	2005	2005	NUM
ijassa-1513	1325	11	)	)	PUNCT
ijassa-1513	1325	12	.	.	PUNCT
ijassa-1513	1326	1	seeing	see	VERB
ijassa-1513	1326	2	stars	star	NOUN
ijassa-1513	1326	3	:	:	PUNCT
ijassa-1513	1326	4	exploiting	exploit	VERB
ijassa-1513	1326	5	class	class	NOUN
ijassa-1513	1326	6	relationships	relationship	NOUN
ijassa-1513	1326	7	for	for	ADP
ijassa-1513	1326	8	sentiment	sentiment	NOUN
ijassa-1513	1326	9	categorization	categorization	NOUN
ijassa-1513	1326	10	with	with	ADP
ijassa-1513	1326	11	respect	respect	NOUN
ijassa-1513	1326	12	to	to	ADP
ijassa-1513	1326	13	rating	rating	NOUN
ijassa-1513	1326	14	scales	scale	NOUN
ijassa-1513	1326	15	.	.	PUNCT
ijassa-1513	1327	1	acl-05	acl-05	PROPN
ijassa-1513	1327	2	43rd	43rd	ADJ
ijassa-1513	1327	3	annual	annual	ADJ
ijassa-1513	1327	4	meeting	meeting	NOUN
ijassa-1513	1327	5	of	of	ADP
ijassa-1513	1327	6	the	the	DET
ijassa-1513	1327	7	association	association	NOUN
ijassa-1513	1327	8	for	for	ADP
ijassa-1513	1327	9	computational	computational	ADJ
ijassa-1513	1327	10	linguistics	linguistic	NOUN
ijassa-1513	1327	11	,	,	PUNCT
ijassa-1513	1327	12	proceedings	proceeding	NOUN
ijassa-1513	1327	13	of	of	ADP
ijassa-1513	1327	14	the	the	DET
ijassa-1513	1327	15	conference	conference	NOUN
ijassa-1513	1327	16	.	.	PUNCT
ijassa-1513	1328	1	122	122	NUM
ijassa-1513	1328	2	.	.	PUNCT
ijassa-1513	1329	1	parlak	parlak	PROPN
ijassa-1513	1329	2	,	,	PUNCT
ijassa-1513	1329	3	b.	b.	PROPN
ijassa-1513	1329	4	,	,	PUNCT
ijassa-1513	1329	5	&	&	CCONJ
ijassa-1513	1329	6	uysal	uysal	PROPN
ijassa-1513	1329	7	,	,	PUNCT
ijassa-1513	1329	8	a.	a.	PROPN
ijassa-1513	1329	9	k.	k.	PROPN
ijassa-1513	1329	10	(	(	PUNCT
ijassa-1513	1329	11	2015	2015	NUM
ijassa-1513	1329	12	)	)	PUNCT
ijassa-1513	1329	13	.	.	PUNCT
ijassa-1513	1330	1	classification	classification	NOUN
ijassa-1513	1330	2	of	of	ADP
ijassa-1513	1330	3	medical	medical	ADJ
ijassa-1513	1330	4	documents	document	NOUN
ijassa-1513	1330	5	according	accord	VERB
ijassa-1513	1330	6	to	to	ADP
ijassa-1513	1330	7	diseases	disease	NOUN
ijassa-1513	1330	8	.	.	PUNCT
ijassa-1513	1331	1	2015	2015	NUM
ijassa-1513	1331	2	23rd	23rd	NOUN
ijassa-1513	1331	3	signal	signal	NOUN
ijassa-1513	1331	4	processing	processing	NOUN
ijassa-1513	1331	5	and	and	CCONJ
ijassa-1513	1331	6	communications	communication	NOUN
ijassa-1513	1331	7	applications	application	NOUN
ijassa-1513	1331	8	conference	conference	NOUN
ijassa-1513	1331	9	,	,	PUNCT
ijassa-1513	1331	10	siu	siu	NOUN
ijassa-1513	1331	11	2015	2015	NUM
ijassa-1513	1331	12	proceedings	proceeding	NOUN
ijassa-1513	1331	13	,	,	PUNCT
ijassa-1513	1331	14	1635–1638	1635–1638	NUM
ijassa-1513	1331	15	.	.	PUNCT
ijassa-1513	1332	1	https://doi.org/10.1109/siu.2015.7130164	https://doi.org/10.1109/siu.2015.7130164	NOUN
ijassa-1513	1332	2	123	123	NUM
ijassa-1513	1332	3	.	.	PUNCT
ijassa-1513	1333	1	patwa	patwa	NOUN
ijassa-1513	1333	2	,	,	PUNCT
ijassa-1513	1333	3	p.	p.	NOUN
ijassa-1513	1333	4	,	,	PUNCT
ijassa-1513	1333	5	sharma	sharma	PROPN
ijassa-1513	1333	6	,	,	PUNCT
ijassa-1513	1333	7	s.	s.	PROPN
ijassa-1513	1333	8	,	,	PUNCT
ijassa-1513	1333	9	pykl	pykl	PROPN
ijassa-1513	1333	10	,	,	PUNCT
ijassa-1513	1333	11	s.	s.	PROPN
ijassa-1513	1333	12	,	,	PUNCT
ijassa-1513	1333	13	guptha	guptha	PROPN
ijassa-1513	1333	14	,	,	PUNCT
ijassa-1513	1333	15	v.	v.	PROPN
ijassa-1513	1333	16	,	,	PUNCT
ijassa-1513	1333	17	kumari	kumari	PROPN
ijassa-1513	1333	18	,	,	PUNCT
ijassa-1513	1333	19	g.	g.	PROPN
ijassa-1513	1333	20	,	,	PUNCT
ijassa-1513	1333	21	akhtar	akhtar	PROPN
ijassa-1513	1333	22	,	,	PUNCT
ijassa-1513	1333	23	m.	m.	NOUN
ijassa-1513	1333	24	s.	s.	PROPN
ijassa-1513	1333	25	,	,	PUNCT
ijassa-1513	1333	26	ekbal	ekbal	PROPN
ijassa-1513	1333	27	,	,	PUNCT
ijassa-1513	1333	28	a.	a.	PROPN
ijassa-1513	1333	29	,	,	PUNCT
ijassa-1513	1333	30	das	das	PROPN
ijassa-1513	1333	31	,	,	PUNCT
ijassa-1513	1333	32	a.	a.	NOUN
ijassa-1513	1333	33	,	,	PUNCT
ijassa-1513	1333	34	&	&	CCONJ
ijassa-1513	1333	35	chakraborty	chakraborty	PROPN
ijassa-1513	1333	36	,	,	PUNCT
ijassa-1513	1333	37	t.	t.	NOUN
ijassa-1513	1333	38	(	(	PUNCT
ijassa-1513	1333	39	2021	2021	NUM
ijassa-1513	1333	40	)	)	PUNCT
ijassa-1513	1333	41	.	.	PUNCT
ijassa-1513	1334	1	fighting	fight	VERB
ijassa-1513	1334	2	an	an	DET
ijassa-1513	1334	3	infodemic	infodemic	ADJ
ijassa-1513	1334	4	:	:	PUNCT
ijassa-1513	1334	5	covid-19	covid-19	PROPN
ijassa-1513	1334	6	fake	fake	ADJ
ijassa-1513	1334	7	news	news	NOUN
ijassa-1513	1334	8	dataset	dataset	NOUN
ijassa-1513	1334	9	.	.	PUNCT
ijassa-1513	1335	1	communications	communication	NOUN
ijassa-1513	1335	2	in	in	ADP
ijassa-1513	1335	3	computer	computer	NOUN
ijassa-1513	1335	4	and	and	CCONJ
ijassa-1513	1335	5	information	information	NOUN
ijassa-1513	1335	6	science	science	NOUN
ijassa-1513	1335	7	,	,	PUNCT
ijassa-1513	1335	8	1402	1402	NUM
ijassa-1513	1335	9	ccis	ccis	NOUN
ijassa-1513	1335	10	.	.	PROPN
ijassa-1513	1336	1	https://doi.org/10.1007/978-3-030-73696-5_3	https://doi.org/10.1007/978-3-030-73696-5_3	PROPN
ijassa-1513	1336	2	124	124	NUM
ijassa-1513	1336	3	.	.	PUNCT
ijassa-1513	1336	4	paudel	paudel	PROPN
ijassa-1513	1336	5	,	,	PUNCT
ijassa-1513	1336	6	s.	s.	PROPN
ijassa-1513	1336	7	,	,	PUNCT
ijassa-1513	1336	8	prasad	prasad	PROPN
ijassa-1513	1336	9	,	,	PUNCT
ijassa-1513	1336	10	p.	p.	PROPN
ijassa-1513	1336	11	w.	w.	PROPN
ijassa-1513	1336	12	c.	c.	PROPN
ijassa-1513	1336	13	,	,	PUNCT
ijassa-1513	1336	14	&	&	CCONJ
ijassa-1513	1336	15	alsadoon	alsadoon	PROPN
ijassa-1513	1336	16	,	,	PUNCT
ijassa-1513	1336	17	a.	a.	NOUN
ijassa-1513	1336	18	(	(	PUNCT
ijassa-1513	1336	19	2018	2018	NUM
ijassa-1513	1336	20	)	)	PUNCT
ijassa-1513	1336	21	.	.	PUNCT
ijassa-1513	1337	1	feature	feature	NOUN
ijassa-1513	1337	2	selection	selection	NOUN
ijassa-1513	1337	3	approach	approach	NOUN
ijassa-1513	1337	4	for	for	ADP
ijassa-1513	1337	5	twitter	twitter	NOUN
ijassa-1513	1337	6	sentiment	sentiment	NOUN
ijassa-1513	1337	7	analysis	analysis	NOUN
ijassa-1513	1337	8	and	and	CCONJ
ijassa-1513	1337	9	text	text	NOUN
ijassa-1513	1337	10	classification	classification	NOUN
ijassa-1513	1337	11	based	base	VERB
ijassa-1513	1337	12	on	on	ADP
ijassa-1513	1337	13	chi	chi	ADJ
ijassa-1513	1337	14	-	-	PUNCT
ijassa-1513	1337	15	square	square	ADJ
ijassa-1513	1337	16	and	and	CCONJ
ijassa-1513	1337	17	naïve	naïve	ADJ
ijassa-1513	1337	18	bayes	baye	NOUN
ijassa-1513	1337	19	.	.	PUNCT
ijassa-1513	1338	1	in	in	ADP
ijassa-1513	1338	2	international	international	ADJ
ijassa-1513	1338	3	conference	conference	NOUN
ijassa-1513	1338	4	on	on	ADP
ijassa-1513	1338	5	applications	application	NOUN
ijassa-1513	1338	6	and	and	CCONJ
ijassa-1513	1338	7	techniques	technique	NOUN
ijassa-1513	1338	8	in	in	ADP
ijassa-1513	1338	9	cyber	cyber	ADJ
ijassa-1513	1338	10	security	security	NOUN
ijassa-1513	1338	11	and	and	CCONJ
ijassa-1513	1338	12	intelligence	intelligence	NOUN
ijassa-1513	1338	13	atci	atci	NOUN
ijassa-1513	1338	14	2018	2018	NUM
ijassa-1513	1338	15	(	(	PUNCT
ijassa-1513	1338	16	vol	vol	NOUN
ijassa-1513	1338	17	.	.	PROPN
ijassa-1513	1338	18	842	842	NUM
ijassa-1513	1338	19	,	,	PUNCT
ijassa-1513	1338	20	issue	issue	NOUN
ijassa-1513	1338	21	1	1	NUM
ijassa-1513	1338	22	)	)	PUNCT
ijassa-1513	1338	23	.	.	PUNCT
ijassa-1513	1339	1	125	125	NUM
ijassa-1513	1339	2	.	.	X
ijassa-1513	1340	1	pennington	pennington	PROPN
ijassa-1513	1340	2	,	,	PUNCT
ijassa-1513	1340	3	j.	j.	PROPN
ijassa-1513	1340	4	,	,	PUNCT
ijassa-1513	1340	5	socher	socher	PROPN
ijassa-1513	1340	6	,	,	PUNCT
ijassa-1513	1340	7	r.	r.	PROPN
ijassa-1513	1340	8	,	,	PUNCT
ijassa-1513	1340	9	&	&	CCONJ
ijassa-1513	1340	10	manning	manning	PROPN
ijassa-1513	1340	11	,	,	PUNCT
ijassa-1513	1340	12	c.	c.	PROPN
ijassa-1513	1340	13	d.	d.	PROPN
ijassa-1513	1340	14	(	(	PUNCT
ijassa-1513	1340	15	n.d	n.d	PROPN
ijassa-1513	1340	16	.	.	PROPN
ijassa-1513	1340	17	)	)	PUNCT
ijassa-1513	1340	18	.	.	PUNCT
ijassa-1513	1341	1	glove	glove	NOUN
ijassa-1513	1341	2	:	:	PUNCT
ijassa-1513	1341	3	global	global	ADJ
ijassa-1513	1341	4	vectors	vector	NOUN
ijassa-1513	1341	5	for	for	ADP
ijassa-1513	1341	6	word	word	NOUN
ijassa-1513	1341	7	representation	representation	NOUN
ijassa-1513	1341	8	.	.	PUNCT
ijassa-1513	1342	1	1532–1543	1532–1543	NUM
ijassa-1513	1342	2	.	.	PUNCT
ijassa-1513	1342	3	retrieved	retrieve	VERB
ijassa-1513	1342	4	september	september	PROPN
ijassa-1513	1342	5	14	14	NUM
ijassa-1513	1342	6	,	,	PUNCT
ijassa-1513	1342	7	2023	2023	NUM
ijassa-1513	1342	8	,	,	PUNCT
ijassa-1513	1342	9	from	from	ADP
ijassa-1513	1342	10	http://nlp	http://nlp	PROPN
ijassa-1513	1342	11	.	.	PUNCT
ijassa-1513	1343	1	126	126	NUM
ijassa-1513	1343	2	.	.	PUNCT
ijassa-1513	1344	1	pintas	pintas	PROPN
ijassa-1513	1344	2	,	,	PUNCT
ijassa-1513	1344	3	j.	j.	PROPN
ijassa-1513	1344	4	t.	t.	PROPN
ijassa-1513	1344	5	,	,	PUNCT
ijassa-1513	1344	6	fernandes	fernandes	PROPN
ijassa-1513	1344	7	,	,	PUNCT
ijassa-1513	1344	8	l.	l.	PROPN
ijassa-1513	1344	9	a.	a.	PROPN
ijassa-1513	1344	10	f.	f.	PROPN
ijassa-1513	1344	11	,	,	PUNCT
ijassa-1513	1344	12	&	&	CCONJ
ijassa-1513	1344	13	garcia	garcia	PROPN
ijassa-1513	1344	14	,	,	PUNCT
ijassa-1513	1344	15	a.	a.	PROPN
ijassa-1513	1344	16	c.	c.	PROPN
ijassa-1513	1344	17	b.	b.	PROPN
ijassa-1513	1344	18	(	(	PUNCT
ijassa-1513	1344	19	2021	2021	NUM
ijassa-1513	1344	20	)	)	PUNCT
ijassa-1513	1344	21	.	.	PUNCT
ijassa-1513	1345	1	feature	feature	NOUN
ijassa-1513	1345	2	selection	selection	NOUN
ijassa-1513	1345	3	methods	method	NOUN
ijassa-1513	1345	4	for	for	ADP
ijassa-1513	1345	5	text	text	NOUN
ijassa-1513	1345	6	classification	classification	NOUN
ijassa-1513	1345	7	:	:	PUNCT
ijassa-1513	1345	8	a	a	DET
ijassa-1513	1345	9	systematic	systematic	ADJ
ijassa-1513	1345	10	literature	literature	NOUN
ijassa-1513	1345	11	review	review	NOUN
ijassa-1513	1345	12	.	.	PUNCT
ijassa-1513	1346	1	artificial	artificial	ADJ
ijassa-1513	1346	2	intelligence	intelligence	NOUN
ijassa-1513	1346	3	review	review	NOUN
ijassa-1513	1346	4	2021	2021	NUM
ijassa-1513	1346	5	54:8	54:8	NUM
ijassa-1513	1346	6	,	,	PUNCT
ijassa-1513	1346	7	54(8	54(8	NUM
ijassa-1513	1346	8	)	)	PUNCT
ijassa-1513	1346	9	,	,	PUNCT
ijassa-1513	1346	10	6149–6200	6149–6200	PROPN
ijassa-1513	1346	11	.	.	PUNCT
ijassa-1513	1347	1	https://doi.org/10.1007/s10462-021-09970-6	https://doi.org/10.1007/s10462-021-09970-6	NUM
ijassa-1513	1347	2	127	127	NUM
ijassa-1513	1347	3	.	.	PUNCT
ijassa-1513	1348	1	qing	qe	VERB
ijassa-1513	1348	2	,	,	PUNCT
ijassa-1513	1348	3	l.	l.	PROPN
ijassa-1513	1348	4	,	,	PUNCT
ijassa-1513	1348	5	linhong	linhong	PROPN
ijassa-1513	1348	6	,	,	PUNCT
ijassa-1513	1348	7	w.	w.	PROPN
ijassa-1513	1348	8	,	,	PUNCT
ijassa-1513	1348	9	&	&	CCONJ
ijassa-1513	1348	10	xuehai	xuehai	PROPN
ijassa-1513	1348	11	,	,	PUNCT
ijassa-1513	1348	12	d.	d.	PROPN
ijassa-1513	1348	13	(	(	PUNCT
ijassa-1513	1348	14	2019	2019	NUM
ijassa-1513	1348	15	)	)	PUNCT
ijassa-1513	1348	16	.	.	PUNCT
ijassa-1513	1349	1	a	a	DET
ijassa-1513	1349	2	novel	novel	ADJ
ijassa-1513	1349	3	neural	neural	ADJ
ijassa-1513	1349	4	network	network	NOUN
ijassa-1513	1349	5	-	-	PUNCT
ijassa-1513	1349	6	based	base	VERB
ijassa-1513	1349	7	method	method	NOUN
ijassa-1513	1349	8	for	for	ADP
ijassa-1513	1349	9	medical	medical	ADJ
ijassa-1513	1349	10	text	text	NOUN
ijassa-1513	1349	11	classification	classification	NOUN
ijassa-1513	1349	12	.	.	PUNCT
ijassa-1513	1350	1	future	future	ADJ
ijassa-1513	1350	2	internet	internet	NOUN
ijassa-1513	1350	3	2019	2019	NUM
ijassa-1513	1350	4	,	,	PUNCT
ijassa-1513	1350	5	vol	vol	NOUN
ijassa-1513	1350	6	.	.	PROPN
ijassa-1513	1350	7	11	11	NUM
ijassa-1513	1350	8	,	,	PUNCT
ijassa-1513	1350	9	page	page	NOUN
ijassa-1513	1350	10	255	255	NUM
ijassa-1513	1350	11	,	,	PUNCT
ijassa-1513	1350	12	11(12	11(12	NUM
ijassa-1513	1350	13	)	)	PUNCT
ijassa-1513	1350	14	,	,	PUNCT
ijassa-1513	1350	15	255	255	NUM
ijassa-1513	1350	16	.	.	PUNCT
ijassa-1513	1351	1	https://doi.org/10.3390/fi11120255	https://doi.org/10.3390/fi11120255	X
ijassa-1513	1351	2	128	128	NUM
ijassa-1513	1351	3	.	.	PUNCT
ijassa-1513	1352	1	ragesh	ragesh	PROPN
ijassa-1513	1352	2	,	,	PUNCT
ijassa-1513	1352	3	r.	r.	PROPN
ijassa-1513	1352	4	,	,	PUNCT
ijassa-1513	1352	5	sellamanickam	sellamanickam	PROPN
ijassa-1513	1352	6	,	,	PUNCT
ijassa-1513	1352	7	s.	s.	PROPN
ijassa-1513	1352	8	,	,	PUNCT
ijassa-1513	1352	9	iyer	iyer	PROPN
ijassa-1513	1352	10	,	,	PUNCT
ijassa-1513	1352	11	a.	a.	NOUN
ijassa-1513	1352	12	,	,	PUNCT
ijassa-1513	1352	13	bairi	bairi	NOUN
ijassa-1513	1352	14	,	,	PUNCT
ijassa-1513	1352	15	r.	r.	PROPN
ijassa-1513	1352	16	,	,	PUNCT
ijassa-1513	1352	17	&	&	CCONJ
ijassa-1513	1352	18	lingam	lingam	PROPN
ijassa-1513	1352	19	,	,	PUNCT
ijassa-1513	1352	20	v.	v.	PROPN
ijassa-1513	1352	21	(	(	PUNCT
ijassa-1513	1352	22	2021	2021	NUM
ijassa-1513	1352	23	)	)	PUNCT
ijassa-1513	1352	24	.	.	PUNCT
ijassa-1513	1353	1	hetegcn	hetegcn	ADJ
ijassa-1513	1353	2	:	:	PUNCT
ijassa-1513	1353	3	heterogeneous	heterogeneous	ADJ
ijassa-1513	1353	4	graph	graph	NOUN
ijassa-1513	1353	5	convolutional	convolutional	ADJ
ijassa-1513	1353	6	networks	network	NOUN
ijassa-1513	1353	7	for	for	ADP
ijassa-1513	1353	8	text	text	NOUN
ijassa-1513	1353	9	classification	classification	NOUN
ijassa-1513	1353	10	.	.	PUNCT
ijassa-1513	1354	1	wsdm	wsdm	VERB
ijassa-1513	1354	2	2021	2021	NUM
ijassa-1513	1354	3	162	162	NUM
ijassa-1513	1354	4	a.	a.	NOUN
ijassa-1513	1354	5	kravets	kravet	NOUN
ijassa-1513	1354	6	,	,	PUNCT
ijassa-1513	1354	7	d.	d.	PROPN
ijassa-1513	1354	8	semenochkin	semenochkin	PROPN
ijassa-1513	1354	9	copyright	copyright	NOUN
ijassa-1513	1355	1	©	©	PROPN
ijassa-1513	1355	2	2024	2024	NUM
ijassa-1513	1355	3	assa	assa	PROPN
ijassa-1513	1355	4	adv	adv	PROPN
ijassa-1513	1355	5	.	.	PUNCT
ijassa-1513	1356	1	in	in	ADP
ijassa-1513	1356	2	systems	system	NOUN
ijassa-1513	1356	3	science	science	NOUN
ijassa-1513	1356	4	and	and	CCONJ
ijassa-1513	1356	5	appl	appl	NOUN
ijassa-1513	1356	6	.	.	PUNCT
ijassa-1513	1357	1	(	(	PUNCT
ijassa-1513	1357	2	2024	2024	NUM
ijassa-1513	1357	3	)	)	PUNCT
ijassa-1513	1357	4	proceedings	proceeding	NOUN
ijassa-1513	1357	5	of	of	ADP
ijassa-1513	1357	6	the	the	DET
ijassa-1513	1357	7	14th	14th	ADJ
ijassa-1513	1357	8	acm	acm	PROPN
ijassa-1513	1357	9	international	international	ADJ
ijassa-1513	1357	10	conference	conference	NOUN
ijassa-1513	1357	11	on	on	ADP
ijassa-1513	1357	12	web	web	NOUN
ijassa-1513	1357	13	search	search	NOUN
ijassa-1513	1357	14	and	and	CCONJ
ijassa-1513	1357	15	data	datum	NOUN
ijassa-1513	1357	16	mining	mining	NOUN
ijassa-1513	1357	17	.	.	PUNCT
ijassa-1513	1358	1	https://doi.org/10.1145/3437963.3441746	https://doi.org/10.1145/3437963.3441746	NOUN
ijassa-1513	1358	2	129	129	NUM
ijassa-1513	1358	3	.	.	PUNCT
ijassa-1513	1358	4	rahamat	rahamat	PROPN
ijassa-1513	1358	5	basha	basha	PROPN
ijassa-1513	1358	6	,	,	PUNCT
ijassa-1513	1358	7	s.	s.	PROPN
ijassa-1513	1358	8	,	,	PUNCT
ijassa-1513	1358	9	&	&	CCONJ
ijassa-1513	1358	10	rani	rani	PROPN
ijassa-1513	1358	11	,	,	PUNCT
ijassa-1513	1358	12	j.	j.	PROPN
ijassa-1513	1358	13	k.	k.	PROPN
ijassa-1513	1358	14	(	(	PUNCT
ijassa-1513	1358	15	2019	2019	NUM
ijassa-1513	1358	16	)	)	PUNCT
ijassa-1513	1358	17	.	.	PUNCT
ijassa-1513	1359	1	a	a	DET
ijassa-1513	1359	2	comparative	comparative	ADJ
ijassa-1513	1359	3	approach	approach	NOUN
ijassa-1513	1359	4	of	of	ADP
ijassa-1513	1359	5	dimensionality	dimensionality	NOUN
ijassa-1513	1359	6	reduction	reduction	NOUN
ijassa-1513	1359	7	techniques	technique	NOUN
ijassa-1513	1359	8	in	in	ADP
ijassa-1513	1359	9	text	text	NOUN
ijassa-1513	1359	10	classification	classification	NOUN
ijassa-1513	1359	11	.	.	PUNCT
ijassa-1513	1360	1	engineering	engineering	NOUN
ijassa-1513	1360	2	,	,	PUNCT
ijassa-1513	1360	3	technology	technology	NOUN
ijassa-1513	1360	4	&	&	CCONJ
ijassa-1513	1360	5	applied	apply	VERB
ijassa-1513	1360	6	science	science	NOUN
ijassa-1513	1360	7	research	research	NOUN
ijassa-1513	1360	8	,	,	PUNCT
ijassa-1513	1360	9	9(6	9(6	NUM
ijassa-1513	1360	10	)	)	PUNCT
ijassa-1513	1360	11	.	.	PUNCT
ijassa-1513	1361	1	https://doi.org/10.48084/etasr.3146	https://doi.org/10.48084/etasr.3146	NOUN
ijassa-1513	1361	2	130	130	NUM
ijassa-1513	1361	3	.	.	PUNCT
ijassa-1513	1362	1	rehman	rehman	PROPN
ijassa-1513	1362	2	,	,	PUNCT
ijassa-1513	1362	3	a.	a.	PROPN
ijassa-1513	1362	4	,	,	PUNCT
ijassa-1513	1362	5	javed	javed	PROPN
ijassa-1513	1362	6	,	,	PUNCT
ijassa-1513	1362	7	k.	k.	PROPN
ijassa-1513	1362	8	,	,	PUNCT
ijassa-1513	1362	9	babri	babri	PROPN
ijassa-1513	1362	10	,	,	PUNCT
ijassa-1513	1362	11	h.	h.	PROPN
ijassa-1513	1362	12	a.	a.	PROPN
ijassa-1513	1362	13	,	,	PUNCT
ijassa-1513	1362	14	&	&	CCONJ
ijassa-1513	1362	15	asim	asim	PROPN
ijassa-1513	1362	16	,	,	PUNCT
ijassa-1513	1362	17	n.	n.	PROPN
ijassa-1513	1362	18	(	(	PUNCT
ijassa-1513	1362	19	2018	2018	NUM
ijassa-1513	1362	20	)	)	PUNCT
ijassa-1513	1362	21	.	.	PUNCT
ijassa-1513	1363	1	selection	selection	NOUN
ijassa-1513	1363	2	of	of	ADP
ijassa-1513	1363	3	the	the	DET
ijassa-1513	1363	4	most	most	ADV
ijassa-1513	1363	5	relevant	relevant	ADJ
ijassa-1513	1363	6	terms	term	NOUN
ijassa-1513	1363	7	based	base	VERB
ijassa-1513	1363	8	on	on	ADP
ijassa-1513	1363	9	a	a	DET
ijassa-1513	1363	10	max	max	PROPN
ijassa-1513	1363	11	-	-	PUNCT
ijassa-1513	1363	12	min	min	NOUN
ijassa-1513	1363	13	ratio	ratio	NOUN
ijassa-1513	1363	14	metric	metric	ADJ
ijassa-1513	1363	15	for	for	ADP
ijassa-1513	1363	16	text	text	NOUN
ijassa-1513	1363	17	classification	classification	NOUN
ijassa-1513	1363	18	.	.	PUNCT
ijassa-1513	1364	1	expert	expert	NOUN
ijassa-1513	1364	2	systems	system	NOUN
ijassa-1513	1364	3	with	with	ADP
ijassa-1513	1364	4	applications	application	NOUN
ijassa-1513	1364	5	,	,	PUNCT
ijassa-1513	1364	6	114	114	NUM
ijassa-1513	1364	7	.	.	PUNCT
ijassa-1513	1365	1	https://doi.org/10.1016/j.eswa.2018.07.028	https://doi.org/10.1016/j.eswa.2018.07.028	PROPN
ijassa-1513	1365	2	131	131	NUM
ijassa-1513	1365	3	.	.	PUNCT
ijassa-1513	1366	1	rehman	rehman	PROPN
ijassa-1513	1366	2	,	,	PUNCT
ijassa-1513	1366	3	a.	a.	PROPN
ijassa-1513	1366	4	,	,	PUNCT
ijassa-1513	1366	5	javed	javed	PROPN
ijassa-1513	1366	6	,	,	PUNCT
ijassa-1513	1366	7	k.	k.	PROPN
ijassa-1513	1366	8	,	,	PUNCT
ijassa-1513	1366	9	babri	babri	PROPN
ijassa-1513	1366	10	,	,	PUNCT
ijassa-1513	1366	11	h.	h.	PROPN
ijassa-1513	1366	12	a.	a.	PROPN
ijassa-1513	1366	13	,	,	PUNCT
ijassa-1513	1366	14	&	&	CCONJ
ijassa-1513	1366	15	saeed	saeed	PROPN
ijassa-1513	1366	16	,	,	PUNCT
ijassa-1513	1366	17	m.	m.	NOUN
ijassa-1513	1366	18	(	(	PUNCT
ijassa-1513	1366	19	2015	2015	NUM
ijassa-1513	1366	20	)	)	PUNCT
ijassa-1513	1366	21	.	.	PUNCT
ijassa-1513	1367	1	relative	relative	ADJ
ijassa-1513	1367	2	discrimination	discrimination	NOUN
ijassa-1513	1367	3	criterion	criterion	NOUN
ijassa-1513	1367	4	a	a	DET
ijassa-1513	1367	5	novel	novel	ADJ
ijassa-1513	1367	6	feature	feature	NOUN
ijassa-1513	1367	7	ranking	ranking	NOUN
ijassa-1513	1367	8	method	method	NOUN
ijassa-1513	1367	9	for	for	ADP
ijassa-1513	1367	10	text	text	NOUN
ijassa-1513	1367	11	data	datum	NOUN
ijassa-1513	1367	12	.	.	PUNCT
ijassa-1513	1368	1	expert	expert	NOUN
ijassa-1513	1368	2	systems	system	NOUN
ijassa-1513	1368	3	with	with	ADP
ijassa-1513	1368	4	applications	application	NOUN
ijassa-1513	1368	5	,	,	PUNCT
ijassa-1513	1368	6	42(7	42(7	NOUN
ijassa-1513	1368	7	)	)	PUNCT
ijassa-1513	1368	8	,	,	PUNCT
ijassa-1513	1368	9	3670–3681	3670–3681	NUM
ijassa-1513	1368	10	.	.	PUNCT
ijassa-1513	1369	1	https://doi.org/10.1016/j.eswa.2014.12.013	https://doi.org/10.1016/j.eswa.2014.12.013	NUM
ijassa-1513	1369	2	132	132	NUM
ijassa-1513	1369	3	.	.	PUNCT
ijassa-1513	1370	1	ren	ren	PROPN
ijassa-1513	1370	2	,	,	PUNCT
ijassa-1513	1370	3	f.	f.	PROPN
ijassa-1513	1370	4	,	,	PUNCT
ijassa-1513	1370	5	&	&	CCONJ
ijassa-1513	1370	6	deng	deng	PROPN
ijassa-1513	1370	7	,	,	PUNCT
ijassa-1513	1370	8	j.	j.	PROPN
ijassa-1513	1370	9	(	(	PUNCT
ijassa-1513	1370	10	2018	2018	NUM
ijassa-1513	1370	11	)	)	PUNCT
ijassa-1513	1370	12	.	.	PUNCT
ijassa-1513	1371	1	background	background	NOUN
ijassa-1513	1371	2	knowledge	knowledge	NOUN
ijassa-1513	1371	3	based	base	VERB
ijassa-1513	1371	4	multi	multi	ADJ
ijassa-1513	1371	5	-	-	ADJ
ijassa-1513	1371	6	stream	stream	ADJ
ijassa-1513	1371	7	neural	neural	ADJ
ijassa-1513	1371	8	network	network	NOUN
ijassa-1513	1371	9	for	for	ADP
ijassa-1513	1371	10	text	text	NOUN
ijassa-1513	1371	11	classification	classification	NOUN
ijassa-1513	1371	12	.	.	PUNCT
ijassa-1513	1372	1	applied	apply	VERB
ijassa-1513	1372	2	sciences	sciences	PROPN
ijassa-1513	1372	3	(	(	PUNCT
ijassa-1513	1372	4	switzerland	switzerland	PROPN
ijassa-1513	1372	5	)	)	PUNCT
ijassa-1513	1372	6	,	,	PUNCT
ijassa-1513	1372	7	8(12	8(12	NUM
ijassa-1513	1372	8	)	)	PUNCT
ijassa-1513	1372	9	.	.	PUNCT
ijassa-1513	1373	1	https://doi.org/10.3390/app8122472	https://doi.org/10.3390/app8122472	X
ijassa-1513	1374	1	133	133	NUM
ijassa-1513	1374	2	.	.	PUNCT
ijassa-1513	1375	1	reuters-21578	reuters-21578	NOUN
ijassa-1513	1375	2	text	text	NOUN
ijassa-1513	1375	3	categorization	categorization	NOUN
ijassa-1513	1375	4	test	test	NOUN
ijassa-1513	1375	5	collection	collection	NOUN
ijassa-1513	1375	6	.	.	PUNCT
ijassa-1513	1376	1	(	(	PUNCT
ijassa-1513	1376	2	n.d	n.d	PROPN
ijassa-1513	1376	3	.	.	PROPN
ijassa-1513	1376	4	)	)	PUNCT
ijassa-1513	1376	5	.	.	PUNCT
ijassa-1513	1377	1	retrieved	retrieve	VERB
ijassa-1513	1377	2	september	september	PROPN
ijassa-1513	1377	3	18	18	NUM
ijassa-1513	1377	4	,	,	PUNCT
ijassa-1513	1377	5	2023	2023	NUM
ijassa-1513	1377	6	,	,	PUNCT
ijassa-1513	1377	7	from	from	ADP
ijassa-1513	1377	8	http://www.daviddlewis.com/resources/testcollections/reuters21578/	http://www.daviddlewis.com/resources/testcollections/reuters21578/	PROPN
ijassa-1513	1377	9	134	134	NUM
ijassa-1513	1377	10	.	.	PUNCT
ijassa-1513	1378	1	rios	rios	PROPN
ijassa-1513	1378	2	,	,	PUNCT
ijassa-1513	1378	3	a.	a.	PROPN
ijassa-1513	1378	4	,	,	PUNCT
ijassa-1513	1378	5	&	&	CCONJ
ijassa-1513	1378	6	kavuluru	kavuluru	PROPN
ijassa-1513	1378	7	,	,	PUNCT
ijassa-1513	1378	8	r.	r.	PROPN
ijassa-1513	1378	9	(	(	PUNCT
ijassa-1513	1378	10	2015	2015	NUM
ijassa-1513	1378	11	)	)	PUNCT
ijassa-1513	1378	12	.	.	PUNCT
ijassa-1513	1379	1	convolutional	convolutional	ADJ
ijassa-1513	1379	2	neural	neural	ADJ
ijassa-1513	1379	3	networks	network	NOUN
ijassa-1513	1379	4	for	for	ADP
ijassa-1513	1379	5	biomedical	biomedical	ADJ
ijassa-1513	1379	6	text	text	NOUN
ijassa-1513	1379	7	classification	classification	NOUN
ijassa-1513	1379	8	:	:	PUNCT
ijassa-1513	1379	9	application	application	NOUN
ijassa-1513	1379	10	in	in	ADP
ijassa-1513	1379	11	indexing	indexing	NOUN
ijassa-1513	1379	12	biomedical	biomedical	ADJ
ijassa-1513	1379	13	articles	article	NOUN
ijassa-1513	1379	14	.	.	PUNCT
ijassa-1513	1380	1	bcb	bcb	PROPN
ijassa-1513	1380	2	2015	2015	NUM
ijassa-1513	1380	3	6th	6th	PROPN
ijassa-1513	1380	4	acm	acm	PROPN
ijassa-1513	1380	5	conference	conference	NOUN
ijassa-1513	1380	6	on	on	ADP
ijassa-1513	1380	7	bioinformatics	bioinformatics	NOUN
ijassa-1513	1380	8	,	,	PUNCT
ijassa-1513	1380	9	computational	computational	ADJ
ijassa-1513	1380	10	biology	biology	NOUN
ijassa-1513	1380	11	,	,	PUNCT
ijassa-1513	1380	12	and	and	CCONJ
ijassa-1513	1380	13	health	health	NOUN
ijassa-1513	1380	14	informatics	informatic	NOUN
ijassa-1513	1380	15	.	.	PUNCT
ijassa-1513	1381	1	https://doi.org/10.1145/2808719.2808746	https://doi.org/10.1145/2808719.2808746	DET
ijassa-1513	1381	2	135	135	NUM
ijassa-1513	1381	3	.	.	PUNCT
ijassa-1513	1381	4	sachan	sachan	NOUN
ijassa-1513	1381	5	,	,	PUNCT
ijassa-1513	1381	6	d.	d.	PROPN
ijassa-1513	1381	7	s.	s.	PROPN
ijassa-1513	1381	8	,	,	PUNCT
ijassa-1513	1381	9	zaheer	zaheer	PROPN
ijassa-1513	1381	10	,	,	PUNCT
ijassa-1513	1381	11	m.	m.	NOUN
ijassa-1513	1381	12	,	,	PUNCT
ijassa-1513	1381	13	&	&	CCONJ
ijassa-1513	1381	14	salakhutdinov	salakhutdinov	PROPN
ijassa-1513	1381	15	,	,	PUNCT
ijassa-1513	1381	16	r.	r.	PROPN
ijassa-1513	1381	17	(	(	PUNCT
ijassa-1513	1381	18	2019	2019	NUM
ijassa-1513	1381	19	)	)	PUNCT
ijassa-1513	1381	20	.	.	PUNCT
ijassa-1513	1382	1	revisiting	revisit	VERB
ijassa-1513	1382	2	lstm	lstm	ADJ
ijassa-1513	1382	3	networks	network	NOUN
ijassa-1513	1382	4	for	for	ADP
ijassa-1513	1382	5	semi	semi	ADJ
ijassa-1513	1382	6	-	-	ADJ
ijassa-1513	1382	7	supervised	supervised	ADJ
ijassa-1513	1382	8	text	text	NOUN
ijassa-1513	1382	9	classification	classification	NOUN
ijassa-1513	1382	10	via	via	ADP
ijassa-1513	1382	11	mixed	mixed	ADJ
ijassa-1513	1382	12	objective	objective	ADJ
ijassa-1513	1382	13	function	function	NOUN
ijassa-1513	1382	14	.	.	PUNCT
ijassa-1513	1383	1	33rd	33rd	ADJ
ijassa-1513	1383	2	aaai	aaai	PROPN
ijassa-1513	1383	3	conference	conference	NOUN
ijassa-1513	1383	4	on	on	ADP
ijassa-1513	1383	5	artificial	artificial	ADJ
ijassa-1513	1383	6	intelligence	intelligence	NOUN
ijassa-1513	1383	7	,	,	PUNCT
ijassa-1513	1383	8	aaai	aaai	PROPN
ijassa-1513	1383	9	2019	2019	NUM
ijassa-1513	1383	10	,	,	PUNCT
ijassa-1513	1383	11	31st	31st	ADJ
ijassa-1513	1383	12	innovative	innovative	ADJ
ijassa-1513	1383	13	applications	application	NOUN
ijassa-1513	1383	14	of	of	ADP
ijassa-1513	1383	15	artificial	artificial	ADJ
ijassa-1513	1383	16	intelligence	intelligence	NOUN
ijassa-1513	1383	17	conference	conference	NOUN
ijassa-1513	1383	18	,	,	PUNCT
ijassa-1513	1383	19	iaai	iaai	NOUN
ijassa-1513	1383	20	2019	2019	NUM
ijassa-1513	1383	21	and	and	CCONJ
ijassa-1513	1383	22	the	the	DET
ijassa-1513	1383	23	9th	9th	ADJ
ijassa-1513	1383	24	aaai	aaai	PROPN
ijassa-1513	1383	25	symposium	symposium	NOUN
ijassa-1513	1383	26	on	on	ADP
ijassa-1513	1383	27	educational	educational	ADJ
ijassa-1513	1383	28	advances	advance	NOUN
ijassa-1513	1383	29	in	in	ADP
ijassa-1513	1383	30	artificial	artificial	ADJ
ijassa-1513	1383	31	intelligence	intelligence	NOUN
ijassa-1513	1383	32	,	,	PUNCT
ijassa-1513	1383	33	eaai	eaai	VERB
ijassa-1513	1383	34	2019	2019	NUM
ijassa-1513	1383	35	.	.	PUNCT
ijassa-1513	1384	1	https://doi.org/10.1609/aaai.v33i01.33016940	https://doi.org/10.1609/aaai.v33i01.33016940	NOUN
ijassa-1513	1384	2	136	136	NUM
ijassa-1513	1384	3	.	.	PUNCT
ijassa-1513	1385	1	salles	salles	PROPN
ijassa-1513	1385	2	,	,	PUNCT
ijassa-1513	1385	3	t.	t.	PROPN
ijassa-1513	1385	4	,	,	PUNCT
ijassa-1513	1385	5	gonçalves	gonçalves	PROPN
ijassa-1513	1385	6	,	,	PUNCT
ijassa-1513	1385	7	m.	m.	NOUN
ijassa-1513	1385	8	,	,	PUNCT
ijassa-1513	1385	9	rodrigues	rodrigues	PROPN
ijassa-1513	1385	10	,	,	PUNCT
ijassa-1513	1385	11	v.	v.	PROPN
ijassa-1513	1385	12	,	,	PUNCT
ijassa-1513	1385	13	&	&	CCONJ
ijassa-1513	1385	14	rocha	rocha	PROPN
ijassa-1513	1385	15	,	,	PUNCT
ijassa-1513	1385	16	l.	l.	PROPN
ijassa-1513	1385	17	(	(	PUNCT
ijassa-1513	1385	18	2018	2018	NUM
ijassa-1513	1385	19	)	)	PUNCT
ijassa-1513	1385	20	.	.	PUNCT
ijassa-1513	1386	1	improving	improve	VERB
ijassa-1513	1386	2	random	random	ADJ
ijassa-1513	1386	3	forests	forest	NOUN
ijassa-1513	1386	4	by	by	ADP
ijassa-1513	1386	5	neighborhood	neighborhood	NOUN
ijassa-1513	1386	6	projection	projection	NOUN
ijassa-1513	1386	7	for	for	ADP
ijassa-1513	1386	8	effective	effective	ADJ
ijassa-1513	1386	9	text	text	NOUN
ijassa-1513	1386	10	classification	classification	NOUN
ijassa-1513	1386	11	.	.	PUNCT
ijassa-1513	1387	1	information	information	NOUN
ijassa-1513	1387	2	systems	system	NOUN
ijassa-1513	1387	3	,	,	PUNCT
ijassa-1513	1387	4	77	77	NUM
ijassa-1513	1387	5	.	.	PUNCT
ijassa-1513	1388	1	https://doi.org/10.1016/j.is.2018.05.006	https://doi.org/10.1016/j.is.2018.05.006	NOUN
ijassa-1513	1388	2	137	137	NUM
ijassa-1513	1388	3	.	.	PUNCT
ijassa-1513	1389	1	semberecki	semberecki	ADJ
ijassa-1513	1389	2	,	,	PUNCT
ijassa-1513	1389	3	p.	p.	NOUN
ijassa-1513	1389	4	,	,	PUNCT
ijassa-1513	1389	5	&	&	CCONJ
ijassa-1513	1389	6	maciejewski	maciejewski	PROPN
ijassa-1513	1389	7	,	,	PUNCT
ijassa-1513	1389	8	h.	h.	PROPN
ijassa-1513	1389	9	(	(	PUNCT
ijassa-1513	1389	10	2017	2017	NUM
ijassa-1513	1389	11	)	)	PUNCT
ijassa-1513	1389	12	.	.	PUNCT
ijassa-1513	1390	1	deep	deep	ADJ
ijassa-1513	1390	2	learning	learning	NOUN
ijassa-1513	1390	3	methods	method	NOUN
ijassa-1513	1390	4	for	for	ADP
ijassa-1513	1390	5	subject	subject	ADJ
ijassa-1513	1390	6	text	text	NOUN
ijassa-1513	1390	7	classification	classification	NOUN
ijassa-1513	1390	8	of	of	ADP
ijassa-1513	1390	9	articles	article	NOUN
ijassa-1513	1390	10	.	.	PUNCT
ijassa-1513	1391	1	proceedings	proceeding	NOUN
ijassa-1513	1391	2	of	of	ADP
ijassa-1513	1391	3	the	the	DET
ijassa-1513	1391	4	2017	2017	NUM
ijassa-1513	1391	5	federated	federated	ADJ
ijassa-1513	1391	6	conference	conference	NOUN
ijassa-1513	1391	7	on	on	ADP
ijassa-1513	1391	8	computer	computer	NOUN
ijassa-1513	1391	9	science	science	NOUN
ijassa-1513	1391	10	and	and	CCONJ
ijassa-1513	1391	11	information	information	NOUN
ijassa-1513	1391	12	systems	system	NOUN
ijassa-1513	1391	13	,	,	PUNCT
ijassa-1513	1391	14	fedcsis	fedcsis	NOUN
ijassa-1513	1391	15	2017	2017	NUM
ijassa-1513	1391	16	.	.	PUNCT
ijassa-1513	1392	1	https://doi.org/10.15439/2017f414	https://doi.org/10.15439/2017f414	NOUN
ijassa-1513	1392	2	138	138	NUM
ijassa-1513	1392	3	.	.	PUNCT
ijassa-1513	1393	1	shaheen	shaheen	PROPN
ijassa-1513	1393	2	,	,	PUNCT
ijassa-1513	1393	3	z.	z.	PROPN
ijassa-1513	1393	4	,	,	PUNCT
ijassa-1513	1393	5	wohlgenannt	wohlgenannt	PROPN
ijassa-1513	1393	6	,	,	PUNCT
ijassa-1513	1393	7	g.	g.	PROPN
ijassa-1513	1393	8	,	,	PUNCT
ijassa-1513	1393	9	&	&	CCONJ
ijassa-1513	1393	10	filtz	filtz	PROPN
ijassa-1513	1393	11	,	,	PUNCT
ijassa-1513	1393	12	e.	e.	PROPN
ijassa-1513	1393	13	(	(	PUNCT
ijassa-1513	1393	14	2020	2020	NUM
ijassa-1513	1393	15	)	)	PUNCT
ijassa-1513	1393	16	.	.	PUNCT
ijassa-1513	1394	1	large	large	ADJ
ijassa-1513	1394	2	scale	scale	NOUN
ijassa-1513	1394	3	legal	legal	ADJ
ijassa-1513	1394	4	text	text	NOUN
ijassa-1513	1394	5	classification	classification	NOUN
ijassa-1513	1394	6	using	use	VERB
ijassa-1513	1394	7	transformer	transformer	NOUN
ijassa-1513	1394	8	models	model	NOUN
ijassa-1513	1394	9	.	.	PUNCT
ijassa-1513	1395	1	https://arxiv.org/abs/2010.12871v1	https://arxiv.org/abs/2010.12871v1	X
ijassa-1513	1396	1	139	139	NUM
ijassa-1513	1396	2	.	.	PUNCT
ijassa-1513	1397	1	shang	shang	PROPN
ijassa-1513	1397	2	,	,	PUNCT
ijassa-1513	1397	3	c.	c.	PROPN
ijassa-1513	1397	4	,	,	PUNCT
ijassa-1513	1397	5	li	li	PROPN
ijassa-1513	1397	6	,	,	PUNCT
ijassa-1513	1397	7	m.	m.	NOUN
ijassa-1513	1397	8	,	,	PUNCT
ijassa-1513	1397	9	feng	feng	PROPN
ijassa-1513	1397	10	,	,	PUNCT
ijassa-1513	1397	11	s.	s.	PROPN
ijassa-1513	1397	12	,	,	PUNCT
ijassa-1513	1397	13	jiang	jiang	PROPN
ijassa-1513	1397	14	,	,	PUNCT
ijassa-1513	1397	15	q.	q.	PROPN
ijassa-1513	1397	16	,	,	PUNCT
ijassa-1513	1397	17	&	&	CCONJ
ijassa-1513	1397	18	fan	fan	PROPN
ijassa-1513	1397	19	,	,	PUNCT
ijassa-1513	1397	20	j.	j.	PROPN
ijassa-1513	1397	21	(	(	PUNCT
ijassa-1513	1397	22	2013	2013	NUM
ijassa-1513	1397	23	)	)	PUNCT
ijassa-1513	1397	24	.	.	PUNCT
ijassa-1513	1398	1	feature	feature	NOUN
ijassa-1513	1398	2	selection	selection	NOUN
ijassa-1513	1398	3	via	via	ADP
ijassa-1513	1398	4	maximizing	maximize	VERB
ijassa-1513	1398	5	global	global	ADJ
ijassa-1513	1398	6	information	information	NOUN
ijassa-1513	1398	7	gain	gain	NOUN
ijassa-1513	1398	8	for	for	ADP
ijassa-1513	1398	9	text	text	NOUN
ijassa-1513	1398	10	classification	classification	NOUN
ijassa-1513	1398	11	.	.	PUNCT
ijassa-1513	1399	1	knowledge	knowledge	NOUN
ijassa-1513	1399	2	-	-	PUNCT
ijassa-1513	1399	3	based	base	VERB
ijassa-1513	1399	4	systems	system	NOUN
ijassa-1513	1399	5	,	,	PUNCT
ijassa-1513	1399	6	54	54	NUM
ijassa-1513	1399	7	.	.	PUNCT
ijassa-1513	1400	1	https://doi.org/10.1016/j.knosys.2013.09.019	https://doi.org/10.1016/j.knosys.2013.09.019	NUM
ijassa-1513	1400	2	140	140	NUM
ijassa-1513	1400	3	.	.	PUNCT
ijassa-1513	1401	1	she	she	PRON
ijassa-1513	1401	2	,	,	PUNCT
ijassa-1513	1401	3	x.	x.	PROPN
ijassa-1513	1401	4	,	,	PUNCT
ijassa-1513	1401	5	&	&	CCONJ
ijassa-1513	1401	6	zhang	zhang	PROPN
ijassa-1513	1401	7	,	,	PUNCT
ijassa-1513	1401	8	d.	d.	PROPN
ijassa-1513	1401	9	(	(	PUNCT
ijassa-1513	1401	10	2018	2018	NUM
ijassa-1513	1401	11	)	)	PUNCT
ijassa-1513	1401	12	.	.	PUNCT
ijassa-1513	1402	1	text	text	NOUN
ijassa-1513	1402	2	classification	classification	NOUN
ijassa-1513	1402	3	based	base	VERB
ijassa-1513	1402	4	on	on	ADP
ijassa-1513	1402	5	hybrid	hybrid	ADJ
ijassa-1513	1402	6	cnn	cnn	PROPN
ijassa-1513	1402	7	-	-	PUNCT
ijassa-1513	1402	8	lstm	lstm	ADJ
ijassa-1513	1402	9	hybrid	hybrid	NOUN
ijassa-1513	1402	10	model	model	NOUN
ijassa-1513	1402	11	.	.	PUNCT
ijassa-1513	1403	1	proceedings	proceeding	NOUN
ijassa-1513	1403	2	2018	2018	NUM
ijassa-1513	1403	3	11th	11th	ADJ
ijassa-1513	1403	4	international	international	ADJ
ijassa-1513	1403	5	symposium	symposium	NOUN
ijassa-1513	1403	6	on	on	ADP
ijassa-1513	1403	7	computational	computational	ADJ
ijassa-1513	1403	8	intelligence	intelligence	NOUN
ijassa-1513	1403	9	and	and	CCONJ
ijassa-1513	1403	10	design	design	NOUN
ijassa-1513	1403	11	,	,	PUNCT
ijassa-1513	1403	12	iscid	iscid	ADJ
ijassa-1513	1403	13	2018	2018	NUM
ijassa-1513	1403	14	,	,	PUNCT
ijassa-1513	1403	15	2	2	NUM
ijassa-1513	1403	16	.	.	PUNCT
ijassa-1513	1404	1	https://doi.org/10.1109/iscid.2018.10144	https://doi.org/10.1109/iscid.2018.10144	PROPN
ijassa-1513	1404	2	141	141	NUM
ijassa-1513	1404	3	.	.	PUNCT
ijassa-1513	1404	4	shleifer	shleifer	PROPN
ijassa-1513	1404	5	,	,	PUNCT
ijassa-1513	1404	6	s.	s.	PROPN
ijassa-1513	1404	7	(	(	PUNCT
ijassa-1513	1404	8	2019	2019	NUM
ijassa-1513	1404	9	)	)	PUNCT
ijassa-1513	1404	10	.	.	PUNCT
ijassa-1513	1405	1	low	low	ADJ
ijassa-1513	1405	2	resource	resource	NOUN
ijassa-1513	1405	3	text	text	NOUN
ijassa-1513	1405	4	classification	classification	NOUN
ijassa-1513	1405	5	with	with	ADP
ijassa-1513	1405	6	ulmfit	ulmfit	NOUN
ijassa-1513	1405	7	and	and	CCONJ
ijassa-1513	1405	8	backtranslation	backtranslation	NOUN
ijassa-1513	1405	9	.	.	PUNCT
ijassa-1513	1406	1	https://arxiv.org/abs/1903.09244v2	https://arxiv.org/abs/1903.09244v2	NUM
ijassa-1513	1406	2	142	142	NUM
ijassa-1513	1406	3	.	.	PUNCT
ijassa-1513	1407	1	škrlj	škrlj	PROPN
ijassa-1513	1407	2	,	,	PUNCT
ijassa-1513	1407	3	b.	b.	PROPN
ijassa-1513	1407	4	,	,	PUNCT
ijassa-1513	1407	5	martinc	martinc	NOUN
ijassa-1513	1407	6	,	,	PUNCT
ijassa-1513	1407	7	m.	m.	NOUN
ijassa-1513	1407	8	,	,	PUNCT
ijassa-1513	1407	9	kralj	kralj	PROPN
ijassa-1513	1407	10	,	,	PUNCT
ijassa-1513	1407	11	j.	j.	PROPN
ijassa-1513	1407	12	,	,	PUNCT
ijassa-1513	1407	13	lavrač	lavrač	PROPN
ijassa-1513	1407	14	,	,	PUNCT
ijassa-1513	1407	15	n.	n.	NOUN
ijassa-1513	1407	16	,	,	PUNCT
ijassa-1513	1407	17	&	&	CCONJ
ijassa-1513	1407	18	pollak	pollak	PROPN
ijassa-1513	1407	19	,	,	PUNCT
ijassa-1513	1407	20	s.	s.	PROPN
ijassa-1513	1407	21	(	(	PUNCT
ijassa-1513	1407	22	2021	2021	NUM
ijassa-1513	1407	23	)	)	PUNCT
ijassa-1513	1407	24	.	.	PUNCT
ijassa-1513	1408	1	tax2vec	tax2vec	ADP
ijassa-1513	1408	2	:	:	PUNCT
ijassa-1513	1408	3	constructing	construct	VERB
ijassa-1513	1408	4	interpretable	interpretable	ADJ
ijassa-1513	1408	5	features	feature	NOUN
ijassa-1513	1408	6	from	from	ADP
ijassa-1513	1408	7	taxonomies	taxonomy	NOUN
ijassa-1513	1408	8	for	for	ADP
ijassa-1513	1408	9	short	short	ADJ
ijassa-1513	1408	10	text	text	NOUN
ijassa-1513	1408	11	classification	classification	NOUN
ijassa-1513	1408	12	.	.	PUNCT
ijassa-1513	1409	1	computer	computer	NOUN
ijassa-1513	1409	2	speech	speech	NOUN
ijassa-1513	1409	3	&	&	CCONJ
ijassa-1513	1409	4	language	language	NOUN
ijassa-1513	1409	5	,	,	PUNCT
ijassa-1513	1409	6	65	65	NUM
ijassa-1513	1409	7	,	,	PUNCT
ijassa-1513	1409	8	101104	101104	NUM
ijassa-1513	1409	9	.	.	PUNCT
ijassa-1513	1410	1	https://doi.org/10.1016/j.csl.2020.101104	https://doi.org/10.1016/j.csl.2020.101104	PROPN
ijassa-1513	1410	2	text	text	NOUN
ijassa-1513	1410	3	classification	classification	NOUN
ijassa-1513	1410	4	technologies	technology	NOUN
ijassa-1513	1410	5	in	in	ADP
ijassa-1513	1410	6	document	document	NOUN
ijassa-1513	1410	7	categorization	categorization	NOUN
ijassa-1513	1410	8	systems	system	NOUN
ijassa-1513	1410	9	.	.	PUNCT
ijassa-1513	1411	1	a	a	DET
ijassa-1513	1411	2	survey	survey	NOUN
ijassa-1513	1411	3	163	163	NUM
ijassa-1513	1411	4	copyright	copyright	NOUN
ijassa-1513	1411	5	©	©	PROPN
ijassa-1513	1411	6	2024	2024	NUM
ijassa-1513	1411	7	assa	assa	NOUN
ijassa-1513	1411	8	.	.	PUNCT
ijassa-1513	1412	1	adv	adv	PROPN
ijassa-1513	1412	2	.	.	PUNCT
ijassa-1513	1413	1	in	in	ADP
ijassa-1513	1413	2	systems	system	NOUN
ijassa-1513	1413	3	science	science	NOUN
ijassa-1513	1413	4	and	and	CCONJ
ijassa-1513	1413	5	appl	appl	NOUN
ijassa-1513	1413	6	.	.	PUNCT
ijassa-1513	1414	1	(	(	PUNCT
ijassa-1513	1414	2	2024	2024	NUM
ijassa-1513	1414	3	)	)	PUNCT
ijassa-1513	1414	4	143	143	NUM
ijassa-1513	1414	5	.	.	PUNCT
ijassa-1513	1415	1	sms	sms	PROPN
ijassa-1513	1415	2	spam	spam	PROPN
ijassa-1513	1415	3	collection	collection	PROPN
ijassa-1513	1415	4	uci	uci	PROPN
ijassa-1513	1415	5	machine	machine	NOUN
ijassa-1513	1415	6	learning	learn	VERB
ijassa-1513	1415	7	repository	repository	NOUN
ijassa-1513	1415	8	.	.	PUNCT
ijassa-1513	1416	1	(	(	PUNCT
ijassa-1513	1416	2	n.d	n.d	PROPN
ijassa-1513	1416	3	.	.	PROPN
ijassa-1513	1416	4	)	)	PUNCT
ijassa-1513	1416	5	.	.	PUNCT
ijassa-1513	1417	1	retrieved	retrieve	VERB
ijassa-1513	1417	2	september	september	PROPN
ijassa-1513	1417	3	18	18	NUM
ijassa-1513	1417	4	,	,	PUNCT
ijassa-1513	1417	5	2023	2023	NUM
ijassa-1513	1417	6	,	,	PUNCT
ijassa-1513	1417	7	from	from	ADP
ijassa-1513	1417	8	https://archive.ics.uci.edu/dataset/228/sms+spam+collection	https://archive.ics.uci.edu/dataset/228/sms+spam+collection	PROPN
ijassa-1513	1417	9	144	144	NUM
ijassa-1513	1417	10	.	.	PUNCT
ijassa-1513	1418	1	socher	socher	PROPN
ijassa-1513	1418	2	,	,	PUNCT
ijassa-1513	1418	3	r.	r.	PROPN
ijassa-1513	1418	4	,	,	PUNCT
ijassa-1513	1418	5	perelygin	perelygin	NOUN
ijassa-1513	1418	6	,	,	PUNCT
ijassa-1513	1418	7	a.	a.	NOUN
ijassa-1513	1418	8	,	,	PUNCT
ijassa-1513	1418	9	wu	wu	PROPN
ijassa-1513	1418	10	,	,	PUNCT
ijassa-1513	1418	11	j.	j.	PROPN
ijassa-1513	1418	12	,	,	PUNCT
ijassa-1513	1418	13	chuang	chuang	PROPN
ijassa-1513	1418	14	,	,	PUNCT
ijassa-1513	1418	15	j.	j.	PROPN
ijassa-1513	1418	16	,	,	PUNCT
ijassa-1513	1418	17	manning	manning	NOUN
ijassa-1513	1418	18	,	,	PUNCT
ijassa-1513	1418	19	c.	c.	PROPN
ijassa-1513	1418	20	d.	d.	PROPN
ijassa-1513	1418	21	,	,	PUNCT
ijassa-1513	1418	22	ng	ng	PROPN
ijassa-1513	1418	23	,	,	PUNCT
ijassa-1513	1418	24	a.	a.	PROPN
ijassa-1513	1418	25	y.	y.	PROPN
ijassa-1513	1418	26	,	,	PUNCT
ijassa-1513	1418	27	&	&	CCONJ
ijassa-1513	1418	28	potts	potts	PROPN
ijassa-1513	1418	29	,	,	PUNCT
ijassa-1513	1418	30	c.	c.	PROPN
ijassa-1513	1418	31	(	(	PUNCT
ijassa-1513	1418	32	2013	2013	NUM
ijassa-1513	1418	33	)	)	PUNCT
ijassa-1513	1418	34	.	.	PUNCT
ijassa-1513	1419	1	recursive	recursive	ADJ
ijassa-1513	1419	2	deep	deep	ADJ
ijassa-1513	1419	3	models	model	NOUN
ijassa-1513	1419	4	for	for	ADP
ijassa-1513	1419	5	semantic	semantic	ADJ
ijassa-1513	1419	6	compositionality	compositionality	NOUN
ijassa-1513	1419	7	over	over	ADP
ijassa-1513	1419	8	a	a	DET
ijassa-1513	1419	9	sentiment	sentiment	NOUN
ijassa-1513	1419	10	treebank	treebank	NOUN
ijassa-1513	1419	11	(	(	PUNCT
ijassa-1513	1419	12	pp	pp	ADJ
ijassa-1513	1419	13	.	.	PUNCT
ijassa-1513	1420	1	1631–1642	1631–1642	NUM
ijassa-1513	1420	2	)	)	PUNCT
ijassa-1513	1420	3	.	.	PUNCT
ijassa-1513	1421	1	association	association	NOUN
ijassa-1513	1421	2	for	for	ADP
ijassa-1513	1421	3	computational	computational	ADJ
ijassa-1513	1421	4	linguistics	linguistic	NOUN
ijassa-1513	1421	5	.	.	PUNCT
ijassa-1513	1422	1	https://aclanthology.org/d13-1170	https://aclanthology.org/d13-1170	NOUN
ijassa-1513	1422	2	145	145	NUM
ijassa-1513	1422	3	.	.	PUNCT
ijassa-1513	1423	1	sun	sun	PROPN
ijassa-1513	1423	2	,	,	PUNCT
ijassa-1513	1423	3	c.	c.	PROPN
ijassa-1513	1423	4	,	,	PUNCT
ijassa-1513	1423	5	qiu	qiu	PROPN
ijassa-1513	1423	6	,	,	PUNCT
ijassa-1513	1423	7	x.	x.	PROPN
ijassa-1513	1423	8	,	,	PUNCT
ijassa-1513	1423	9	xu	xu	PROPN
ijassa-1513	1423	10	,	,	PUNCT
ijassa-1513	1423	11	y.	y.	PROPN
ijassa-1513	1423	12	,	,	PUNCT
ijassa-1513	1423	13	&	&	CCONJ
ijassa-1513	1423	14	huang	huang	PROPN
ijassa-1513	1423	15	,	,	PUNCT
ijassa-1513	1423	16	x.	x.	NOUN
ijassa-1513	1423	17	(	(	PUNCT
ijassa-1513	1423	18	2019	2019	NUM
ijassa-1513	1423	19	)	)	PUNCT
ijassa-1513	1423	20	.	.	PUNCT
ijassa-1513	1424	1	how	how	SCONJ
ijassa-1513	1424	2	to	to	ADP
ijassa-1513	1424	3	fine	fine	ADJ
ijassa-1513	1424	4	-	-	PUNCT
ijassa-1513	1424	5	tune	tune	NOUN
ijassa-1513	1424	6	bert	bert	NOUN
ijassa-1513	1424	7	for	for	ADP
ijassa-1513	1424	8	text	text	NOUN
ijassa-1513	1424	9	classification	classification	NOUN
ijassa-1513	1424	10	?	?	PUNCT
ijassa-1513	1425	1	lecture	lecture	NOUN
ijassa-1513	1425	2	notes	note	NOUN
ijassa-1513	1425	3	in	in	ADP
ijassa-1513	1425	4	computer	computer	NOUN
ijassa-1513	1425	5	science	science	NOUN
ijassa-1513	1425	6	(	(	PUNCT
ijassa-1513	1425	7	including	include	VERB
ijassa-1513	1425	8	subseries	subserie	NOUN
ijassa-1513	1425	9	lecture	lecture	VERB
ijassa-1513	1425	10	notes	note	NOUN
ijassa-1513	1425	11	in	in	ADP
ijassa-1513	1425	12	artificial	artificial	ADJ
ijassa-1513	1425	13	intelligence	intelligence	NOUN
ijassa-1513	1425	14	and	and	CCONJ
ijassa-1513	1425	15	lecture	lecture	NOUN
ijassa-1513	1425	16	notes	note	NOUN
ijassa-1513	1425	17	in	in	ADP
ijassa-1513	1425	18	bioinformatics	bioinformatics	NOUN
ijassa-1513	1425	19	)	)	PUNCT
ijassa-1513	1425	20	,	,	PUNCT
ijassa-1513	1425	21	11856	11856	NUM
ijassa-1513	1425	22	lnai	lnai	ADJ
ijassa-1513	1425	23	.	.	PUNCT
ijassa-1513	1426	1	https://doi.org/10.1007/978-3-030-32381-3_16	https://doi.org/10.1007/978-3-030-32381-3_16	NOUN
ijassa-1513	1426	2	146	146	NUM
ijassa-1513	1426	3	.	.	PUNCT
ijassa-1513	1427	1	text	text	NOUN
ijassa-1513	1427	2	retrieval	retrieval	NOUN
ijassa-1513	1427	3	conference	conference	NOUN
ijassa-1513	1427	4	(	(	PUNCT
ijassa-1513	1427	5	trec	trec	PROPN
ijassa-1513	1427	6	)	)	PUNCT
ijassa-1513	1427	7	data	datum	NOUN
ijassa-1513	1427	8	.	.	PUNCT
ijassa-1513	1428	1	(	(	PUNCT
ijassa-1513	1428	2	n.d	n.d	PROPN
ijassa-1513	1428	3	.	.	PROPN
ijassa-1513	1428	4	)	)	PUNCT
ijassa-1513	1428	5	.	.	PUNCT
ijassa-1513	1429	1	retrieved	retrieve	VERB
ijassa-1513	1429	2	september	september	PROPN
ijassa-1513	1429	3	18	18	NUM
ijassa-1513	1429	4	,	,	PUNCT
ijassa-1513	1429	5	2023	2023	NUM
ijassa-1513	1429	6	,	,	PUNCT
ijassa-1513	1429	7	from	from	ADP
ijassa-1513	1429	8	https://trec.nist.gov/data.html	https://trec.nist.gov/data.html	NUM
ijassa-1513	1429	9	147	147	NUM
ijassa-1513	1429	10	.	.	PUNCT
ijassa-1513	1430	1	thangaraj	thangaraj	PROPN
ijassa-1513	1430	2	,	,	PUNCT
ijassa-1513	1430	3	m.	m.	NOUN
ijassa-1513	1430	4	,	,	PUNCT
ijassa-1513	1430	5	&	&	CCONJ
ijassa-1513	1430	6	sivakami	sivakami	PROPN
ijassa-1513	1430	7	,	,	PUNCT
ijassa-1513	1430	8	m.	m.	NOUN
ijassa-1513	1430	9	(	(	PUNCT
ijassa-1513	1430	10	2018	2018	NUM
ijassa-1513	1430	11	)	)	PUNCT
ijassa-1513	1430	12	.	.	PUNCT
ijassa-1513	1431	1	text	text	NOUN
ijassa-1513	1431	2	classification	classification	NOUN
ijassa-1513	1431	3	techniques	technique	NOUN
ijassa-1513	1431	4	:	:	PUNCT
ijassa-1513	1431	5	a	a	DET
ijassa-1513	1431	6	literature	literature	NOUN
ijassa-1513	1431	7	review	review	NOUN
ijassa-1513	1431	8	.	.	PUNCT
ijassa-1513	1432	1	interdisciplinary	interdisciplinary	ADJ
ijassa-1513	1432	2	journal	journal	NOUN
ijassa-1513	1432	3	of	of	ADP
ijassa-1513	1432	4	information	information	NOUN
ijassa-1513	1432	5	,	,	PUNCT
ijassa-1513	1432	6	knowledge	knowledge	NOUN
ijassa-1513	1432	7	,	,	PUNCT
ijassa-1513	1432	8	and	and	CCONJ
ijassa-1513	1432	9	management	management	NOUN
ijassa-1513	1432	10	,	,	PUNCT
ijassa-1513	1432	11	13	13	NUM
ijassa-1513	1432	12	,	,	PUNCT
ijassa-1513	1432	13	117	117	NUM
ijassa-1513	1432	14	–	–	SYM
ijassa-1513	1432	15	135	135	NUM
ijassa-1513	1432	16	.	.	PUNCT
ijassa-1513	1433	1	https://doi.org/10.28945/4066	https://doi.org/10.28945/4066	NOUN
ijassa-1513	1433	2	148	148	NUM
ijassa-1513	1433	3	.	.	PUNCT
ijassa-1513	1434	1	the	the	DET
ijassa-1513	1434	2	new	new	PROPN
ijassa-1513	1434	3	york	york	PROPN
ijassa-1513	1434	4	times	times	PROPN
ijassa-1513	1434	5	annotated	annotate	VERB
ijassa-1513	1434	6	corpus	corpus	PROPN
ijassa-1513	1434	7	linguistic	linguistic	ADJ
ijassa-1513	1434	8	data	datum	NOUN
ijassa-1513	1434	9	consortium	consortium	NOUN
ijassa-1513	1434	10	.	.	PUNCT
ijassa-1513	1435	1	(	(	PUNCT
ijassa-1513	1435	2	n.d	n.d	PROPN
ijassa-1513	1435	3	.	.	PROPN
ijassa-1513	1435	4	)	)	PUNCT
ijassa-1513	1435	5	.	.	PUNCT
ijassa-1513	1436	1	retrieved	retrieve	VERB
ijassa-1513	1436	2	september	september	PROPN
ijassa-1513	1436	3	18	18	NUM
ijassa-1513	1436	4	,	,	PUNCT
ijassa-1513	1436	5	2023	2023	NUM
ijassa-1513	1436	6	,	,	PUNCT
ijassa-1513	1436	7	from	from	ADP
ijassa-1513	1436	8	https://catalog.ldc.upenn.edu/ldc2008t19	https://catalog.ldc.upenn.edu/ldc2008t19	ADP
ijassa-1513	1436	9	149	149	NUM
ijassa-1513	1436	10	.	.	PUNCT
ijassa-1513	1437	1	uysal	uysal	ADJ
ijassa-1513	1437	2	,	,	PUNCT
ijassa-1513	1437	3	a.	a.	PROPN
ijassa-1513	1437	4	k.	k.	PROPN
ijassa-1513	1437	5	(	(	PUNCT
ijassa-1513	1437	6	2018	2018	NUM
ijassa-1513	1437	7	)	)	PUNCT
ijassa-1513	1437	8	.	.	PUNCT
ijassa-1513	1438	1	on	on	ADP
ijassa-1513	1438	2	two	two	NUM
ijassa-1513	1438	3	-	-	PUNCT
ijassa-1513	1438	4	stage	stage	NOUN
ijassa-1513	1438	5	feature	feature	NOUN
ijassa-1513	1438	6	selection	selection	NOUN
ijassa-1513	1438	7	methods	method	NOUN
ijassa-1513	1438	8	for	for	ADP
ijassa-1513	1438	9	text	text	NOUN
ijassa-1513	1438	10	classification	classification	NOUN
ijassa-1513	1438	11	.	.	PUNCT
ijassa-1513	1439	1	ieee	ieee	NOUN
ijassa-1513	1439	2	access	access	NOUN
ijassa-1513	1439	3	,	,	PUNCT
ijassa-1513	1439	4	6	6	NUM
ijassa-1513	1439	5	.	.	PUNCT
ijassa-1513	1440	1	https://doi.org/10.1109/access.2018.2863547	https://doi.org/10.1109/access.2018.2863547	PROPN
ijassa-1513	1440	2	150	150	NUM
ijassa-1513	1440	3	.	.	PUNCT
ijassa-1513	1441	1	uysal	uysal	ADJ
ijassa-1513	1441	2	,	,	PUNCT
ijassa-1513	1441	3	a.	a.	PROPN
ijassa-1513	1441	4	k.	k.	PROPN
ijassa-1513	1441	5	,	,	PUNCT
ijassa-1513	1441	6	&	&	CCONJ
ijassa-1513	1441	7	gunal	gunal	PROPN
ijassa-1513	1441	8	,	,	PUNCT
ijassa-1513	1441	9	s.	s.	PROPN
ijassa-1513	1441	10	(	(	PUNCT
ijassa-1513	1441	11	2014	2014	NUM
ijassa-1513	1441	12	)	)	PUNCT
ijassa-1513	1441	13	.	.	PUNCT
ijassa-1513	1442	1	the	the	DET
ijassa-1513	1442	2	impact	impact	NOUN
ijassa-1513	1442	3	of	of	ADP
ijassa-1513	1442	4	preprocessing	preprocesse	VERB
ijassa-1513	1442	5	on	on	ADP
ijassa-1513	1442	6	text	text	NOUN
ijassa-1513	1442	7	classification	classification	NOUN
ijassa-1513	1442	8	.	.	PUNCT
ijassa-1513	1443	1	information	information	NOUN
ijassa-1513	1443	2	processing	processing	NOUN
ijassa-1513	1443	3	&	&	CCONJ
ijassa-1513	1443	4	management	management	NOUN
ijassa-1513	1443	5	,	,	PUNCT
ijassa-1513	1443	6	50(1	50(1	PROPN
ijassa-1513	1443	7	)	)	PUNCT
ijassa-1513	1443	8	,	,	PUNCT
ijassa-1513	1443	9	104–112	104–112	NUM
ijassa-1513	1443	10	.	.	PUNCT
ijassa-1513	1444	1	https://doi.org/10.1016/j.ipm.2013.08.006	https://doi.org/10.1016/j.ipm.2013.08.006	NOUN
ijassa-1513	1444	2	151	151	NUM
ijassa-1513	1444	3	.	.	PUNCT
ijassa-1513	1445	1	vaswani	vaswani	NOUN
ijassa-1513	1445	2	,	,	PUNCT
ijassa-1513	1445	3	a.	a.	NOUN
ijassa-1513	1445	4	,	,	PUNCT
ijassa-1513	1445	5	brain	brain	NOUN
ijassa-1513	1445	6	,	,	PUNCT
ijassa-1513	1445	7	g.	g.	PROPN
ijassa-1513	1445	8	,	,	PUNCT
ijassa-1513	1445	9	shazeer	shazeer	NOUN
ijassa-1513	1445	10	,	,	PUNCT
ijassa-1513	1445	11	n.	n.	NOUN
ijassa-1513	1445	12	,	,	PUNCT
ijassa-1513	1445	13	parmar	parmar	PROPN
ijassa-1513	1445	14	,	,	PUNCT
ijassa-1513	1445	15	n.	n.	NOUN
ijassa-1513	1445	16	,	,	PUNCT
ijassa-1513	1445	17	uszkoreit	uszkoreit	PROPN
ijassa-1513	1445	18	,	,	PUNCT
ijassa-1513	1445	19	j.	j.	PROPN
ijassa-1513	1445	20	,	,	PUNCT
ijassa-1513	1445	21	jones	jones	PROPN
ijassa-1513	1445	22	,	,	PUNCT
ijassa-1513	1445	23	l.	l.	PROPN
ijassa-1513	1445	24	,	,	PUNCT
ijassa-1513	1445	25	gomez	gomez	PROPN
ijassa-1513	1445	26	,	,	PUNCT
ijassa-1513	1445	27	a.	a.	NOUN
ijassa-1513	1445	28	n.	n.	PROPN
ijassa-1513	1445	29	,	,	PUNCT
ijassa-1513	1445	30	kaiser	kaiser	PROPN
ijassa-1513	1445	31	,	,	PUNCT
ijassa-1513	1445	32	ł	ł	PROPN
ijassa-1513	1445	33	.	.	PROPN
ijassa-1513	1445	34	,	,	PUNCT
ijassa-1513	1445	35	&	&	CCONJ
ijassa-1513	1445	36	polosukhin	polosukhin	PROPN
ijassa-1513	1445	37	,	,	PUNCT
ijassa-1513	1445	38	i.	i.	PROPN
ijassa-1513	1445	39	(	(	PUNCT
ijassa-1513	1445	40	n.d	n.d	PROPN
ijassa-1513	1445	41	.	.	PROPN
ijassa-1513	1445	42	)	)	PUNCT
ijassa-1513	1445	43	.	.	PUNCT
ijassa-1513	1446	1	attention	attention	NOUN
ijassa-1513	1446	2	is	be	AUX
ijassa-1513	1446	3	all	all	PRON
ijassa-1513	1446	4	you	you	PRON
ijassa-1513	1446	5	need	need	VERB
ijassa-1513	1446	6	.	.	PUNCT
ijassa-1513	1447	1	152	152	NUM
ijassa-1513	1447	2	.	.	X
ijassa-1513	1447	3	venkataraman	venkataraman	PROPN
ijassa-1513	1447	4	,	,	PUNCT
ijassa-1513	1447	5	g.	g.	PROPN
ijassa-1513	1447	6	r.	r.	PROPN
ijassa-1513	1447	7	,	,	PUNCT
ijassa-1513	1447	8	pineda	pineda	PROPN
ijassa-1513	1447	9	,	,	PUNCT
ijassa-1513	1447	10	a.	a.	PROPN
ijassa-1513	1447	11	l.	l.	PROPN
ijassa-1513	1447	12	,	,	PUNCT
ijassa-1513	1447	13	bear	bear	PROPN
ijassa-1513	1447	14	do	do	AUX
ijassa-1513	1447	15	n’t	not	PART
ijassa-1513	1447	16	walk	walk	VERB
ijassa-1513	1447	17	,	,	PUNCT
ijassa-1513	1447	18	o.	o.	PROPN
ijassa-1513	1447	19	j.	j.	PROPN
ijassa-1513	1447	20	,	,	PUNCT
ijassa-1513	1447	21	zehnder	zehnder	PROPN
ijassa-1513	1447	22	,	,	PUNCT
ijassa-1513	1447	23	a.	a.	NOUN
ijassa-1513	1447	24	m.	m.	NOUN
ijassa-1513	1447	25	,	,	PUNCT
ijassa-1513	1447	26	ayyar	ayyar	PROPN
ijassa-1513	1447	27	,	,	PUNCT
ijassa-1513	1447	28	s.	s.	PROPN
ijassa-1513	1447	29	,	,	PUNCT
ijassa-1513	1447	30	page	page	NOUN
ijassa-1513	1447	31	,	,	PUNCT
ijassa-1513	1447	32	r.	r.	PROPN
ijassa-1513	1447	33	l.	l.	PROPN
ijassa-1513	1447	34	,	,	PUNCT
ijassa-1513	1447	35	bustamante	bustamante	PROPN
ijassa-1513	1447	36	,	,	PUNCT
ijassa-1513	1447	37	c.	c.	PROPN
ijassa-1513	1447	38	d.	d.	PROPN
ijassa-1513	1447	39	,	,	PUNCT
ijassa-1513	1447	40	&	&	CCONJ
ijassa-1513	1447	41	rivas	rivas	PROPN
ijassa-1513	1447	42	,	,	PUNCT
ijassa-1513	1447	43	m.	m.	NOUN
ijassa-1513	1447	44	a.	a.	NOUN
ijassa-1513	1447	45	(	(	PUNCT
ijassa-1513	1447	46	2020	2020	NUM
ijassa-1513	1447	47	)	)	PUNCT
ijassa-1513	1447	48	.	.	PUNCT
ijassa-1513	1448	1	fastag	fastag	NOUN
ijassa-1513	1448	2	:	:	PUNCT
ijassa-1513	1449	1	automatic	automatic	ADJ
ijassa-1513	1449	2	text	text	NOUN
ijassa-1513	1449	3	classification	classification	NOUN
ijassa-1513	1449	4	of	of	ADP
ijassa-1513	1449	5	unstructured	unstructured	ADJ
ijassa-1513	1449	6	medical	medical	ADJ
ijassa-1513	1449	7	narratives	narrative	NOUN
ijassa-1513	1449	8	.	.	PUNCT
ijassa-1513	1450	1	plos	plos	PROPN
ijassa-1513	1450	2	one	one	NUM
ijassa-1513	1450	3	,	,	PUNCT
ijassa-1513	1450	4	15(6	15(6	NUM
ijassa-1513	1450	5	june	june	PROPN
ijassa-1513	1450	6	)	)	PUNCT
ijassa-1513	1450	7	.	.	PUNCT
ijassa-1513	1451	1	https://doi.org/10.1371/journal.pone.0234647	https://doi.org/10.1371/journal.pone.0234647	ADJ
ijassa-1513	1451	2	153	153	NUM
ijassa-1513	1451	3	.	.	PUNCT
ijassa-1513	1451	4	venkatesh	venkatesh	PROPN
ijassa-1513	1451	5	,	,	PUNCT
ijassa-1513	1451	6	b.	b.	PROPN
ijassa-1513	1451	7	,	,	PUNCT
ijassa-1513	1451	8	&	&	CCONJ
ijassa-1513	1451	9	anuradha	anuradha	PROPN
ijassa-1513	1451	10	,	,	PUNCT
ijassa-1513	1451	11	j.	j.	PROPN
ijassa-1513	1451	12	(	(	PUNCT
ijassa-1513	1451	13	2019	2019	NUM
ijassa-1513	1451	14	)	)	PUNCT
ijassa-1513	1451	15	.	.	PUNCT
ijassa-1513	1452	1	a	a	DET
ijassa-1513	1452	2	review	review	NOUN
ijassa-1513	1452	3	of	of	ADP
ijassa-1513	1452	4	feature	feature	NOUN
ijassa-1513	1452	5	selection	selection	NOUN
ijassa-1513	1452	6	and	and	CCONJ
ijassa-1513	1452	7	its	its	PRON
ijassa-1513	1452	8	methods	method	NOUN
ijassa-1513	1452	9	.	.	PUNCT
ijassa-1513	1453	1	cybernetics	cybernetic	NOUN
ijassa-1513	1453	2	and	and	CCONJ
ijassa-1513	1453	3	information	information	NOUN
ijassa-1513	1453	4	technologies	technology	NOUN
ijassa-1513	1453	5	,	,	PUNCT
ijassa-1513	1453	6	19(1	19(1	NUM
ijassa-1513	1453	7	)	)	PUNCT
ijassa-1513	1453	8	,	,	PUNCT
ijassa-1513	1453	9	3–26	3–26	PROPN
ijassa-1513	1453	10	.	.	PUNCT
ijassa-1513	1454	1	https://doi.org/10.2478/cait2019-0001	https://doi.org/10.2478/cait2019-0001	PROPN
ijassa-1513	1454	2	154	154	NUM
ijassa-1513	1454	3	.	.	PUNCT
ijassa-1513	1455	1	wang	wang	PROPN
ijassa-1513	1455	2	,	,	PUNCT
ijassa-1513	1455	3	h.	h.	PROPN
ijassa-1513	1455	4	,	,	PUNCT
ijassa-1513	1455	5	tian	tian	PROPN
ijassa-1513	1455	6	,	,	PUNCT
ijassa-1513	1455	7	k.	k.	PROPN
ijassa-1513	1455	8	,	,	PUNCT
ijassa-1513	1455	9	wu	wu	PROPN
ijassa-1513	1455	10	,	,	PUNCT
ijassa-1513	1455	11	z.	z.	PROPN
ijassa-1513	1455	12	,	,	PUNCT
ijassa-1513	1455	13	&	&	CCONJ
ijassa-1513	1455	14	wang	wang	PROPN
ijassa-1513	1455	15	,	,	PUNCT
ijassa-1513	1455	16	l.	l.	PROPN
ijassa-1513	1455	17	(	(	PUNCT
ijassa-1513	1455	18	2021	2021	NUM
ijassa-1513	1455	19	)	)	PUNCT
ijassa-1513	1455	20	.	.	PUNCT
ijassa-1513	1456	1	a	a	DET
ijassa-1513	1456	2	short	short	ADJ
ijassa-1513	1456	3	text	text	NOUN
ijassa-1513	1456	4	classification	classification	NOUN
ijassa-1513	1456	5	method	method	NOUN
ijassa-1513	1456	6	based	base	VERB
ijassa-1513	1456	7	on	on	ADP
ijassa-1513	1456	8	convolutional	convolutional	ADJ
ijassa-1513	1456	9	neural	neural	ADJ
ijassa-1513	1456	10	network	network	NOUN
ijassa-1513	1456	11	and	and	CCONJ
ijassa-1513	1456	12	semantic	semantic	ADJ
ijassa-1513	1456	13	extension	extension	NOUN
ijassa-1513	1456	14	.	.	PUNCT
ijassa-1513	1457	1	international	international	ADJ
ijassa-1513	1457	2	journal	journal	NOUN
ijassa-1513	1457	3	of	of	ADP
ijassa-1513	1457	4	computational	computational	ADJ
ijassa-1513	1457	5	intelligence	intelligence	NOUN
ijassa-1513	1457	6	systems	system	NOUN
ijassa-1513	1457	7	,	,	PUNCT
ijassa-1513	1457	8	14(1	14(1	NUM
ijassa-1513	1457	9	)	)	PUNCT
ijassa-1513	1457	10	.	.	PUNCT
ijassa-1513	1458	1	https://doi.org/10.2991/ijcis.d.201207.001	https://doi.org/10.2991/ijcis.d.201207.001	PROPN
ijassa-1513	1458	2	155	155	NUM
ijassa-1513	1458	3	.	.	PUNCT
ijassa-1513	1459	1	wang	wang	PROPN
ijassa-1513	1459	2	,	,	PUNCT
ijassa-1513	1459	3	s.	s.	PROPN
ijassa-1513	1459	4	,	,	PUNCT
ijassa-1513	1459	5	jiang	jiang	PROPN
ijassa-1513	1459	6	,	,	PUNCT
ijassa-1513	1459	7	l.	l.	PROPN
ijassa-1513	1459	8	,	,	PUNCT
ijassa-1513	1459	9	&	&	CCONJ
ijassa-1513	1459	10	li	li	PROPN
ijassa-1513	1459	11	,	,	PUNCT
ijassa-1513	1459	12	c.	c.	PROPN
ijassa-1513	1459	13	(	(	PUNCT
ijassa-1513	1459	14	2015	2015	NUM
ijassa-1513	1459	15	)	)	PUNCT
ijassa-1513	1459	16	.	.	PUNCT
ijassa-1513	1460	1	adapting	adapt	VERB
ijassa-1513	1460	2	naive	naive	ADJ
ijassa-1513	1460	3	bayes	bayes	NOUN
ijassa-1513	1460	4	tree	tree	NOUN
ijassa-1513	1460	5	for	for	ADP
ijassa-1513	1460	6	text	text	NOUN
ijassa-1513	1460	7	classification	classification	NOUN
ijassa-1513	1460	8	.	.	PUNCT
ijassa-1513	1461	1	knowledge	knowledge	NOUN
ijassa-1513	1461	2	and	and	CCONJ
ijassa-1513	1461	3	information	information	NOUN
ijassa-1513	1461	4	systems	system	NOUN
ijassa-1513	1461	5	,	,	PUNCT
ijassa-1513	1461	6	44(1	44(1	PROPN
ijassa-1513	1461	7	)	)	PUNCT
ijassa-1513	1461	8	,	,	PUNCT
ijassa-1513	1461	9	77–89	77–89	NUM
ijassa-1513	1461	10	.	.	PUNCT
ijassa-1513	1462	1	https://doi.org/10.1007/s10115-0140746-y/metrics	https://doi.org/10.1007/s10115-0140746-y/metrics	PROPN
ijassa-1513	1462	2	156	156	NUM
ijassa-1513	1462	3	.	.	PUNCT
ijassa-1513	1463	1	wang	wang	PROPN
ijassa-1513	1463	2	,	,	PUNCT
ijassa-1513	1463	3	y.	y.	PROPN
ijassa-1513	1463	4	,	,	PUNCT
ijassa-1513	1463	5	sohn	sohn	PROPN
ijassa-1513	1463	6	,	,	PUNCT
ijassa-1513	1463	7	s.	s.	PROPN
ijassa-1513	1463	8	,	,	PUNCT
ijassa-1513	1463	9	liu	liu	PROPN
ijassa-1513	1463	10	,	,	PUNCT
ijassa-1513	1463	11	s.	s.	PROPN
ijassa-1513	1463	12	,	,	PUNCT
ijassa-1513	1463	13	shen	shen	PROPN
ijassa-1513	1463	14	,	,	PUNCT
ijassa-1513	1463	15	f.	f.	PROPN
ijassa-1513	1463	16	,	,	PUNCT
ijassa-1513	1463	17	wang	wang	PROPN
ijassa-1513	1463	18	,	,	PUNCT
ijassa-1513	1463	19	l.	l.	PROPN
ijassa-1513	1463	20	,	,	PUNCT
ijassa-1513	1463	21	atkinson	atkinson	PROPN
ijassa-1513	1463	22	,	,	PUNCT
ijassa-1513	1463	23	e.	e.	PROPN
ijassa-1513	1463	24	j.	j.	PROPN
ijassa-1513	1463	25	,	,	PUNCT
ijassa-1513	1463	26	amin	amin	PROPN
ijassa-1513	1463	27	,	,	PUNCT
ijassa-1513	1463	28	s.	s.	PROPN
ijassa-1513	1463	29	,	,	PUNCT
ijassa-1513	1463	30	&	&	CCONJ
ijassa-1513	1463	31	liu	liu	PROPN
ijassa-1513	1463	32	,	,	PUNCT
ijassa-1513	1463	33	h.	h.	PROPN
ijassa-1513	1463	34	(	(	PUNCT
ijassa-1513	1463	35	2019	2019	NUM
ijassa-1513	1463	36	)	)	PUNCT
ijassa-1513	1463	37	.	.	PUNCT
ijassa-1513	1464	1	a	a	DET
ijassa-1513	1464	2	clinical	clinical	ADJ
ijassa-1513	1464	3	text	text	NOUN
ijassa-1513	1464	4	classification	classification	NOUN
ijassa-1513	1464	5	paradigm	paradigm	NOUN
ijassa-1513	1464	6	using	use	VERB
ijassa-1513	1464	7	weak	weak	ADJ
ijassa-1513	1464	8	supervision	supervision	NOUN
ijassa-1513	1464	9	and	and	CCONJ
ijassa-1513	1464	10	deep	deep	ADJ
ijassa-1513	1464	11	representation	representation	NOUN
ijassa-1513	1464	12	.	.	PUNCT
ijassa-1513	1465	1	bmc	bmc	ADJ
ijassa-1513	1465	2	medical	medical	ADJ
ijassa-1513	1465	3	informatics	informatic	NOUN
ijassa-1513	1465	4	and	and	CCONJ
ijassa-1513	1465	5	decision	decision	NOUN
ijassa-1513	1465	6	making	making	NOUN
ijassa-1513	1465	7	,	,	PUNCT
ijassa-1513	1465	8	19(1	19(1	NUM
ijassa-1513	1465	9	)	)	PUNCT
ijassa-1513	1465	10	.	.	PUNCT
ijassa-1513	1466	1	https://doi.org/10.1186/s12911-018-0723-6	https://doi.org/10.1186/s12911-018-0723-6	PROPN
ijassa-1513	1467	1	157	157	NUM
ijassa-1513	1467	2	.	.	PUNCT
ijassa-1513	1468	1	wang	wang	PROPN
ijassa-1513	1468	2	,	,	PUNCT
ijassa-1513	1468	3	y.	y.	PROPN
ijassa-1513	1468	4	,	,	PUNCT
ijassa-1513	1468	5	zhou	zhou	PROPN
ijassa-1513	1468	6	,	,	PUNCT
ijassa-1513	1468	7	z.	z.	PROPN
ijassa-1513	1468	8	,	,	PUNCT
ijassa-1513	1468	9	jin	jin	PROPN
ijassa-1513	1468	10	,	,	PUNCT
ijassa-1513	1468	11	s.	s.	PROPN
ijassa-1513	1468	12	,	,	PUNCT
ijassa-1513	1468	13	liu	liu	PROPN
ijassa-1513	1468	14	,	,	PUNCT
ijassa-1513	1468	15	d.	d.	PROPN
ijassa-1513	1468	16	,	,	PUNCT
ijassa-1513	1468	17	&	&	CCONJ
ijassa-1513	1468	18	lu	lu	PROPN
ijassa-1513	1468	19	,	,	PUNCT
ijassa-1513	1468	20	m.	m.	NOUN
ijassa-1513	1468	21	(	(	PUNCT
ijassa-1513	1468	22	2017	2017	NUM
ijassa-1513	1468	23	)	)	PUNCT
ijassa-1513	1468	24	.	.	PUNCT
ijassa-1513	1469	1	comparisons	comparison	NOUN
ijassa-1513	1469	2	and	and	CCONJ
ijassa-1513	1469	3	selections	selection	NOUN
ijassa-1513	1469	4	of	of	ADP
ijassa-1513	1469	5	features	feature	NOUN
ijassa-1513	1469	6	and	and	CCONJ
ijassa-1513	1469	7	classifiers	classifier	NOUN
ijassa-1513	1469	8	for	for	ADP
ijassa-1513	1469	9	short	short	ADJ
ijassa-1513	1469	10	text	text	NOUN
ijassa-1513	1469	11	classification	classification	NOUN
ijassa-1513	1469	12	.	.	PUNCT
ijassa-1513	1470	1	iop	iop	PROPN
ijassa-1513	1470	2	conference	conference	PROPN
ijassa-1513	1470	3	series	series	PROPN
ijassa-1513	1470	4	:	:	PUNCT
ijassa-1513	1470	5	materials	material	NOUN
ijassa-1513	1470	6	science	science	NOUN
ijassa-1513	1470	7	and	and	CCONJ
ijassa-1513	1470	8	engineering	engineering	NOUN
ijassa-1513	1470	9	,	,	PUNCT
ijassa-1513	1470	10	261(1	261(1	NUM
ijassa-1513	1470	11	)	)	PUNCT
ijassa-1513	1470	12	.	.	PUNCT
ijassa-1513	1471	1	https://doi.org/10.1088/1757-899x/261/1/012018	https://doi.org/10.1088/1757-899x/261/1/012018	PROPN
ijassa-1513	1471	2	164	164	NUM
ijassa-1513	1471	3	a.	a.	NOUN
ijassa-1513	1471	4	kravets	kravet	NOUN
ijassa-1513	1471	5	,	,	PUNCT
ijassa-1513	1471	6	d.	d.	PROPN
ijassa-1513	1471	7	semenochkin	semenochkin	PROPN
ijassa-1513	1471	8	copyright	copyright	NOUN
ijassa-1513	1471	9	©	©	PROPN
ijassa-1513	1471	10	2024	2024	NUM
ijassa-1513	1471	11	assa	assa	PROPN
ijassa-1513	1471	12	adv	adv	PROPN
ijassa-1513	1471	13	.	.	PUNCT
ijassa-1513	1472	1	in	in	ADP
ijassa-1513	1472	2	systems	system	NOUN
ijassa-1513	1472	3	science	science	NOUN
ijassa-1513	1472	4	and	and	CCONJ
ijassa-1513	1472	5	appl	appl	NOUN
ijassa-1513	1472	6	.	.	PUNCT
ijassa-1513	1473	1	(	(	PUNCT
ijassa-1513	1473	2	2024	2024	NUM
ijassa-1513	1473	3	)	)	PUNCT
ijassa-1513	1473	4	158	158	NUM
ijassa-1513	1473	5	.	.	PUNCT
ijassa-1513	1474	1	wongso	wongso	PROPN
ijassa-1513	1474	2	,	,	PUNCT
ijassa-1513	1474	3	r.	r.	PROPN
ijassa-1513	1474	4	,	,	PUNCT
ijassa-1513	1474	5	luwinda	luwinda	PROPN
ijassa-1513	1474	6	,	,	PUNCT
ijassa-1513	1474	7	f.	f.	PROPN
ijassa-1513	1474	8	a.	a.	PROPN
ijassa-1513	1474	9	,	,	PUNCT
ijassa-1513	1474	10	trisnajaya	trisnajaya	PROPN
ijassa-1513	1474	11	,	,	PUNCT
ijassa-1513	1474	12	b.	b.	PROPN
ijassa-1513	1474	13	c.	c.	PROPN
ijassa-1513	1474	14	,	,	PUNCT
ijassa-1513	1474	15	rusli	rusli	NOUN
ijassa-1513	1474	16	,	,	PUNCT
ijassa-1513	1474	17	o.	o.	PROPN
ijassa-1513	1474	18	,	,	PUNCT
ijassa-1513	1474	19	&	&	CCONJ
ijassa-1513	1474	20	rudy	rudy	PROPN
ijassa-1513	1474	21	.	.	PUNCT
ijassa-1513	1475	1	(	(	PUNCT
ijassa-1513	1475	2	2017	2017	NUM
ijassa-1513	1475	3	)	)	PUNCT
ijassa-1513	1475	4	.	.	PUNCT
ijassa-1513	1476	1	news	news	NOUN
ijassa-1513	1476	2	article	article	NOUN
ijassa-1513	1476	3	text	text	NOUN
ijassa-1513	1476	4	classification	classification	NOUN
ijassa-1513	1476	5	in	in	ADP
ijassa-1513	1476	6	indonesian	indonesian	ADJ
ijassa-1513	1476	7	language	language	NOUN
ijassa-1513	1476	8	.	.	PUNCT
ijassa-1513	1477	1	procedia	procedia	PROPN
ijassa-1513	1477	2	computer	computer	NOUN
ijassa-1513	1477	3	science	science	NOUN
ijassa-1513	1477	4	,	,	PUNCT
ijassa-1513	1477	5	116	116	NUM
ijassa-1513	1477	6	.	.	PUNCT
ijassa-1513	1478	1	https://doi.org/10.1016/j.procs.2017.10.039	https://doi.org/10.1016/j.procs.2017.10.039	NOUN
ijassa-1513	1478	2	159	159	NUM
ijassa-1513	1478	3	.	.	PUNCT
ijassa-1513	1479	1	wu	wu	PROPN
ijassa-1513	1479	2	,	,	PUNCT
ijassa-1513	1479	3	h.	h.	PROPN
ijassa-1513	1479	4	,	,	PUNCT
ijassa-1513	1479	5	li	li	PROPN
ijassa-1513	1479	6	,	,	PUNCT
ijassa-1513	1479	7	d.	d.	PROPN
ijassa-1513	1479	8	,	,	PUNCT
ijassa-1513	1479	9	&	&	CCONJ
ijassa-1513	1479	10	cheng	cheng	PROPN
ijassa-1513	1479	11	,	,	PUNCT
ijassa-1513	1479	12	m.	m.	NOUN
ijassa-1513	1479	13	(	(	PUNCT
ijassa-1513	1479	14	2019	2019	NUM
ijassa-1513	1479	15	)	)	PUNCT
ijassa-1513	1479	16	.	.	PUNCT
ijassa-1513	1480	1	chinese	chinese	ADJ
ijassa-1513	1480	2	text	text	NOUN
ijassa-1513	1480	3	classification	classification	NOUN
ijassa-1513	1480	4	based	base	VERB
ijassa-1513	1480	5	on	on	ADP
ijassa-1513	1480	6	characterlevel	characterlevel	PROPN
ijassa-1513	1480	7	cnn	cnn	PROPN
ijassa-1513	1480	8	and	and	CCONJ
ijassa-1513	1480	9	svm	svm	PROPN
ijassa-1513	1480	10	.	.	PROPN
ijassa-1513	1480	11	international	international	ADJ
ijassa-1513	1480	12	journal	journal	NOUN
ijassa-1513	1480	13	of	of	ADP
ijassa-1513	1480	14	intelligent	intelligent	ADJ
ijassa-1513	1480	15	information	information	NOUN
ijassa-1513	1480	16	and	and	CCONJ
ijassa-1513	1480	17	database	database	NOUN
ijassa-1513	1480	18	systems	system	NOUN
ijassa-1513	1480	19	,	,	PUNCT
ijassa-1513	1480	20	12(3	12(3	NUM
ijassa-1513	1480	21	)	)	PUNCT
ijassa-1513	1480	22	.	.	PUNCT
ijassa-1513	1481	1	https://doi.org/10.1504/ijiids.2019.102940	https://doi.org/10.1504/ijiids.2019.102940	PROPN
ijassa-1513	1481	2	160	160	NUM
ijassa-1513	1481	3	.	.	PUNCT
ijassa-1513	1482	1	wu	wu	PROPN
ijassa-1513	1482	2	,	,	PUNCT
ijassa-1513	1482	3	h.	h.	PROPN
ijassa-1513	1482	4	,	,	PUNCT
ijassa-1513	1482	5	liu	liu	PROPN
ijassa-1513	1482	6	,	,	PUNCT
ijassa-1513	1482	7	y.	y.	PROPN
ijassa-1513	1482	8	,	,	PUNCT
ijassa-1513	1482	9	&	&	CCONJ
ijassa-1513	1482	10	wang	wang	PROPN
ijassa-1513	1482	11	,	,	PUNCT
ijassa-1513	1482	12	j.	j.	PROPN
ijassa-1513	1482	13	(	(	PUNCT
ijassa-1513	1482	14	2020	2020	NUM
ijassa-1513	1482	15	)	)	PUNCT
ijassa-1513	1482	16	.	.	PUNCT
ijassa-1513	1483	1	review	review	NOUN
ijassa-1513	1483	2	of	of	ADP
ijassa-1513	1483	3	text	text	NOUN
ijassa-1513	1483	4	classification	classification	NOUN
ijassa-1513	1483	5	methods	method	NOUN
ijassa-1513	1483	6	on	on	ADP
ijassa-1513	1483	7	deep	deep	ADJ
ijassa-1513	1483	8	learning	learning	NOUN
ijassa-1513	1483	9	.	.	PUNCT
ijassa-1513	1484	1	materials	material	NOUN
ijassa-1513	1484	2	&	&	CCONJ
ijassa-1513	1484	3	continua	continua	PROPN
ijassa-1513	1484	4	cmc	cmc	PROPN
ijassa-1513	1484	5	,	,	PUNCT
ijassa-1513	1484	6	63(3	63(3	NUM
ijassa-1513	1484	7	)	)	PUNCT
ijassa-1513	1484	8	,	,	PUNCT
ijassa-1513	1484	9	1309–1321	1309–1321	NUM
ijassa-1513	1484	10	.	.	PUNCT
ijassa-1513	1485	1	https://doi.org/10.32604/cmc.2020.010172	https://doi.org/10.32604/cmc.2020.010172	ADJ
ijassa-1513	1485	2	161	161	NUM
ijassa-1513	1485	3	.	.	PUNCT
ijassa-1513	1486	1	xu	xu	PROPN
ijassa-1513	1486	2	,	,	PUNCT
ijassa-1513	1486	3	s.	s.	PROPN
ijassa-1513	1486	4	,	,	PUNCT
ijassa-1513	1486	5	li	li	PROPN
ijassa-1513	1486	6	,	,	PUNCT
ijassa-1513	1486	7	y.	y.	PROPN
ijassa-1513	1486	8	,	,	PUNCT
ijassa-1513	1486	9	&	&	CCONJ
ijassa-1513	1486	10	wang	wang	PROPN
ijassa-1513	1486	11	,	,	PUNCT
ijassa-1513	1486	12	z.	z.	PROPN
ijassa-1513	1486	13	(	(	PUNCT
ijassa-1513	1486	14	2017	2017	NUM
ijassa-1513	1486	15	)	)	PUNCT
ijassa-1513	1486	16	.	.	PUNCT
ijassa-1513	1487	1	bayesian	bayesian	PROPN
ijassa-1513	1487	2	multinomial	multinomial	ADJ
ijassa-1513	1487	3	naïve	naïve	ADJ
ijassa-1513	1487	4	bayes	bayes	PROPN
ijassa-1513	1487	5	classifier	classifier	NOUN
ijassa-1513	1487	6	to	to	PART
ijassa-1513	1487	7	text	text	VERB
ijassa-1513	1487	8	classification	classification	NOUN
ijassa-1513	1487	9	.	.	PUNCT
ijassa-1513	1488	1	lecture	lecture	NOUN
ijassa-1513	1488	2	notes	note	NOUN
ijassa-1513	1488	3	in	in	ADP
ijassa-1513	1488	4	electrical	electrical	ADJ
ijassa-1513	1488	5	engineering	engineering	NOUN
ijassa-1513	1488	6	,	,	PUNCT
ijassa-1513	1488	7	448	448	NUM
ijassa-1513	1488	8	,	,	PUNCT
ijassa-1513	1488	9	347–352	347–352	NUM
ijassa-1513	1488	10	.	.	PUNCT
ijassa-1513	1489	1	https://doi.org/10.1007/978-981-10-5041-1_57/cover	https://doi.org/10.1007/978-981-10-5041-1_57/cover	PROPN
ijassa-1513	1489	2	162	162	NUM
ijassa-1513	1489	3	.	.	PUNCT
ijassa-1513	1490	1	yan	yan	PROPN
ijassa-1513	1490	2	,	,	PUNCT
ijassa-1513	1490	3	d.	d.	PROPN
ijassa-1513	1490	4	,	,	PUNCT
ijassa-1513	1490	5	li	li	PROPN
ijassa-1513	1490	6	,	,	PUNCT
ijassa-1513	1490	7	k.	k.	PROPN
ijassa-1513	1490	8	,	,	PUNCT
ijassa-1513	1490	9	gu	gu	PROPN
ijassa-1513	1490	10	,	,	PUNCT
ijassa-1513	1490	11	s.	s.	PROPN
ijassa-1513	1490	12	,	,	PUNCT
ijassa-1513	1490	13	&	&	CCONJ
ijassa-1513	1490	14	yang	yang	PROPN
ijassa-1513	1490	15	,	,	PUNCT
ijassa-1513	1490	16	l.	l.	PROPN
ijassa-1513	1490	17	(	(	PUNCT
ijassa-1513	1490	18	2020	2020	NUM
ijassa-1513	1490	19	)	)	PUNCT
ijassa-1513	1490	20	.	.	PUNCT
ijassa-1513	1491	1	network	network	NOUN
ijassa-1513	1491	2	-	-	PUNCT
ijassa-1513	1491	3	based	base	VERB
ijassa-1513	1491	4	bag	bag	NOUN
ijassa-1513	1491	5	-	-	PUNCT
ijassa-1513	1491	6	of	of	ADP
ijassa-1513	1491	7	-	-	PUNCT
ijassa-1513	1491	8	words	word	NOUN
ijassa-1513	1491	9	model	model	NOUN
ijassa-1513	1491	10	for	for	ADP
ijassa-1513	1491	11	text	text	NOUN
ijassa-1513	1491	12	classification	classification	NOUN
ijassa-1513	1491	13	.	.	PUNCT
ijassa-1513	1492	1	ieee	ieee	NOUN
ijassa-1513	1492	2	access	access	NOUN
ijassa-1513	1492	3	,	,	PUNCT
ijassa-1513	1492	4	8	8	NUM
ijassa-1513	1492	5	.	.	PUNCT
ijassa-1513	1493	1	https://doi.org/10.1109/access.2020.2991074	https://doi.org/10.1109/access.2020.2991074	PROPN
ijassa-1513	1493	2	163	163	NUM
ijassa-1513	1493	3	.	.	PUNCT
ijassa-1513	1493	4	yan	yan	PROPN
ijassa-1513	1493	5	,	,	PUNCT
ijassa-1513	1493	6	y.	y.	PROPN
ijassa-1513	1493	7	,	,	PUNCT
ijassa-1513	1493	8	wang	wang	PROPN
ijassa-1513	1493	9	,	,	PUNCT
ijassa-1513	1493	10	y.	y.	PROPN
ijassa-1513	1493	11	,	,	PUNCT
ijassa-1513	1493	12	gao	gao	PROPN
ijassa-1513	1493	13	,	,	PUNCT
ijassa-1513	1493	14	w.	w.	PROPN
ijassa-1513	1493	15	c.	c.	PROPN
ijassa-1513	1493	16	,	,	PUNCT
ijassa-1513	1493	17	zhang	zhang	PROPN
ijassa-1513	1493	18	,	,	PUNCT
ijassa-1513	1493	19	b.	b.	PROPN
ijassa-1513	1493	20	w.	w.	PROPN
ijassa-1513	1493	21	,	,	PUNCT
ijassa-1513	1493	22	yang	yang	PROPN
ijassa-1513	1493	23	,	,	PUNCT
ijassa-1513	1493	24	c.	c.	PROPN
ijassa-1513	1493	25	,	,	PUNCT
ijassa-1513	1493	26	&	&	CCONJ
ijassa-1513	1493	27	yin	yin	PROPN
ijassa-1513	1493	28	,	,	PUNCT
ijassa-1513	1493	29	x.	x.	PROPN
ijassa-1513	1493	30	c.	c.	PROPN
ijassa-1513	1493	31	(	(	PUNCT
ijassa-1513	1493	32	2018	2018	NUM
ijassa-1513	1493	33	)	)	PUNCT
ijassa-1513	1493	34	.	.	PUNCT
ijassa-1513	1494	1	lstm	lstm	NOUN
ijassa-1513	1494	2	2	2	NUM
ijassa-1513	1494	3	 	 	SPACE
ijassa-1513	1494	4	:	:	PUNCT
ijassa-1513	1494	5	multi	multi	ADJ
ijassa-1513	1494	6	-	-	ADJ
ijassa-1513	1494	7	label	label	ADJ
ijassa-1513	1494	8	ranking	ranking	NOUN
ijassa-1513	1494	9	for	for	ADP
ijassa-1513	1494	10	document	document	NOUN
ijassa-1513	1494	11	classification	classification	NOUN
ijassa-1513	1494	12	.	.	PUNCT
ijassa-1513	1495	1	neural	neural	ADJ
ijassa-1513	1495	2	processing	processing	NOUN
ijassa-1513	1495	3	letters	letter	NOUN
ijassa-1513	1495	4	,	,	PUNCT
ijassa-1513	1495	5	47(1	47(1	NUM
ijassa-1513	1495	6	)	)	PUNCT
ijassa-1513	1495	7	,	,	PUNCT
ijassa-1513	1495	8	117–138	117–138	NUM
ijassa-1513	1495	9	.	.	PUNCT
ijassa-1513	1496	1	https://doi.org/10.1007/s11063-017-9636-0/metrics	https://doi.org/10.1007/s11063-017-9636-0/metric	NOUN
ijassa-1513	1496	2	164	164	NUM
ijassa-1513	1496	3	.	.	PUNCT
ijassa-1513	1497	1	yang	yang	PROPN
ijassa-1513	1497	2	,	,	PUNCT
ijassa-1513	1497	3	x.-s	x.-s	PROPN
ijassa-1513	1497	4	.	.	PUNCT
ijassa-1513	1498	1	(	(	PUNCT
ijassa-1513	1498	2	2009	2009	NUM
ijassa-1513	1498	3	)	)	PUNCT
ijassa-1513	1498	4	.	.	PUNCT
ijassa-1513	1499	1	firefly	firefly	NOUN
ijassa-1513	1499	2	algorithms	algorithm	NOUN
ijassa-1513	1499	3	for	for	ADP
ijassa-1513	1499	4	multimodal	multimodal	NOUN
ijassa-1513	1499	5	optimization	optimization	NOUN
ijassa-1513	1499	6	.	.	PUNCT
ijassa-1513	1500	1	lecture	lecture	NOUN
ijassa-1513	1500	2	notes	note	NOUN
ijassa-1513	1500	3	in	in	ADP
ijassa-1513	1500	4	computer	computer	NOUN
ijassa-1513	1500	5	sciences	science	NOUN
ijassa-1513	1500	6	,	,	PUNCT
ijassa-1513	1500	7	5792	5792	NUM
ijassa-1513	1500	8	,	,	PUNCT
ijassa-1513	1500	9	169–178	169–178	NUM
ijassa-1513	1500	10	.	.	PUNCT
ijassa-1513	1501	1	165	165	NUM
ijassa-1513	1501	2	.	.	PUNCT
ijassa-1513	1501	3	yao	yao	PROPN
ijassa-1513	1501	4	,	,	PUNCT
ijassa-1513	1501	5	l.	l.	PROPN
ijassa-1513	1501	6	,	,	PUNCT
ijassa-1513	1501	7	mao	mao	PROPN
ijassa-1513	1501	8	,	,	PUNCT
ijassa-1513	1501	9	c.	c.	PROPN
ijassa-1513	1501	10	,	,	PUNCT
ijassa-1513	1501	11	&	&	CCONJ
ijassa-1513	1501	12	luo	luo	PROPN
ijassa-1513	1501	13	,	,	PUNCT
ijassa-1513	1501	14	y.	y.	PROPN
ijassa-1513	1501	15	(	(	PUNCT
ijassa-1513	1501	16	2019	2019	NUM
ijassa-1513	1501	17	)	)	PUNCT
ijassa-1513	1501	18	.	.	PUNCT
ijassa-1513	1502	1	graph	graph	VERB
ijassa-1513	1502	2	convolutional	convolutional	ADJ
ijassa-1513	1502	3	networks	network	NOUN
ijassa-1513	1502	4	for	for	ADP
ijassa-1513	1502	5	text	text	NOUN
ijassa-1513	1502	6	classification	classification	NOUN
ijassa-1513	1502	7	.	.	PUNCT
ijassa-1513	1503	1	33rd	33rd	ADJ
ijassa-1513	1503	2	aaai	aaai	PROPN
ijassa-1513	1503	3	conference	conference	NOUN
ijassa-1513	1503	4	on	on	ADP
ijassa-1513	1503	5	artificial	artificial	ADJ
ijassa-1513	1503	6	intelligence	intelligence	NOUN
ijassa-1513	1503	7	,	,	PUNCT
ijassa-1513	1503	8	aaai	aaai	PROPN
ijassa-1513	1503	9	2019	2019	NUM
ijassa-1513	1503	10	,	,	PUNCT
ijassa-1513	1503	11	31st	31st	ADJ
ijassa-1513	1503	12	innovative	innovative	ADJ
ijassa-1513	1503	13	applications	application	NOUN
ijassa-1513	1503	14	of	of	ADP
ijassa-1513	1503	15	artificial	artificial	ADJ
ijassa-1513	1503	16	intelligence	intelligence	NOUN
ijassa-1513	1503	17	conference	conference	NOUN
ijassa-1513	1503	18	,	,	PUNCT
ijassa-1513	1503	19	iaai	iaai	NOUN
ijassa-1513	1503	20	2019	2019	NUM
ijassa-1513	1503	21	and	and	CCONJ
ijassa-1513	1503	22	the	the	DET
ijassa-1513	1503	23	9th	9th	ADJ
ijassa-1513	1503	24	aaai	aaai	PROPN
ijassa-1513	1503	25	symposium	symposium	NOUN
ijassa-1513	1503	26	on	on	ADP
ijassa-1513	1503	27	educational	educational	ADJ
ijassa-1513	1503	28	advances	advance	NOUN
ijassa-1513	1503	29	in	in	ADP
ijassa-1513	1503	30	artificial	artificial	ADJ
ijassa-1513	1503	31	intelligence	intelligence	NOUN
ijassa-1513	1503	32	,	,	PUNCT
ijassa-1513	1503	33	eaai	eaai	PROPN
ijassa-1513	1503	34	2019	2019	NUM
ijassa-1513	1503	35	.	.	PUNCT
ijassa-1513	1504	1	https://doi.org/10.4000/books.aaccademia.4577	https://doi.org/10.4000/books.aaccademia.4577	PROPN
ijassa-1513	1504	2	166	166	NUM
ijassa-1513	1504	3	.	.	PUNCT
ijassa-1513	1505	1	yao	yao	PROPN
ijassa-1513	1505	2	,	,	PUNCT
ijassa-1513	1505	3	t.	t.	PROPN
ijassa-1513	1505	4	,	,	PUNCT
ijassa-1513	1505	5	zhai	zhai	PROPN
ijassa-1513	1505	6	,	,	PUNCT
ijassa-1513	1505	7	z.	z.	PROPN
ijassa-1513	1505	8	,	,	PUNCT
ijassa-1513	1505	9	&	&	CCONJ
ijassa-1513	1505	10	gao	gao	PROPN
ijassa-1513	1505	11	,	,	PUNCT
ijassa-1513	1505	12	b.	b.	PROPN
ijassa-1513	1505	13	(	(	PUNCT
ijassa-1513	1505	14	2020	2020	NUM
ijassa-1513	1505	15	)	)	PUNCT
ijassa-1513	1505	16	.	.	PUNCT
ijassa-1513	1506	1	text	text	NOUN
ijassa-1513	1506	2	classification	classification	NOUN
ijassa-1513	1506	3	model	model	NOUN
ijassa-1513	1506	4	based	base	VERB
ijassa-1513	1506	5	on	on	ADP
ijassa-1513	1506	6	fasttext	fasttext	PROPN
ijassa-1513	1506	7	.	.	PUNCT
ijassa-1513	1507	1	proceedings	proceeding	NOUN
ijassa-1513	1507	2	of	of	ADP
ijassa-1513	1507	3	2020	2020	NUM
ijassa-1513	1507	4	ieee	ieee	NOUN
ijassa-1513	1507	5	international	international	ADJ
ijassa-1513	1507	6	conference	conference	NOUN
ijassa-1513	1507	7	on	on	ADP
ijassa-1513	1507	8	artificial	artificial	ADJ
ijassa-1513	1507	9	intelligence	intelligence	NOUN
ijassa-1513	1507	10	and	and	CCONJ
ijassa-1513	1507	11	information	information	NOUN
ijassa-1513	1507	12	systems	system	NOUN
ijassa-1513	1507	13	,	,	PUNCT
ijassa-1513	1507	14	icaiis	icaiis	PROPN
ijassa-1513	1507	15	2020	2020	NUM
ijassa-1513	1507	16	.	.	PUNCT
ijassa-1513	1508	1	https://doi.org/10.1109/icaiis49377.2020.9194939	https://doi.org/10.1109/icaiis49377.2020.9194939	PROPN
ijassa-1513	1508	2	167	167	NUM
ijassa-1513	1508	3	.	.	PUNCT
ijassa-1513	1509	1	yelp	yelp	NOUN
ijassa-1513	1509	2	dataset	dataset	NOUN
ijassa-1513	1509	3	.	.	PUNCT
ijassa-1513	1510	1	(	(	PUNCT
ijassa-1513	1510	2	n.d	n.d	PROPN
ijassa-1513	1510	3	.	.	PROPN
ijassa-1513	1510	4	)	)	PUNCT
ijassa-1513	1510	5	.	.	PUNCT
ijassa-1513	1511	1	retrieved	retrieve	VERB
ijassa-1513	1511	2	september	september	PROPN
ijassa-1513	1511	3	18	18	NUM
ijassa-1513	1511	4	,	,	PUNCT
ijassa-1513	1511	5	2023	2023	NUM
ijassa-1513	1511	6	,	,	PUNCT
ijassa-1513	1511	7	from	from	ADP
ijassa-1513	1511	8	https://www.yelp.com/dataset	https://www.yelp.com/dataset	PROPN
ijassa-1513	1511	9	168	168	NUM
ijassa-1513	1511	10	.	.	PUNCT
ijassa-1513	1512	1	yoshioka	yoshioka	PROPN
ijassa-1513	1512	2	,	,	PUNCT
ijassa-1513	1512	3	k.	k.	PROPN
ijassa-1513	1512	4	,	,	PUNCT
ijassa-1513	1512	5	&	&	CCONJ
ijassa-1513	1512	6	dozono	dozono	PROPN
ijassa-1513	1512	7	,	,	PUNCT
ijassa-1513	1512	8	h.	h.	PROPN
ijassa-1513	1512	9	(	(	PUNCT
ijassa-1513	1512	10	2018	2018	NUM
ijassa-1513	1512	11	)	)	PUNCT
ijassa-1513	1512	12	.	.	PUNCT
ijassa-1513	1513	1	the	the	DET
ijassa-1513	1513	2	classification	classification	NOUN
ijassa-1513	1513	3	of	of	ADP
ijassa-1513	1513	4	the	the	DET
ijassa-1513	1513	5	documents	document	NOUN
ijassa-1513	1513	6	based	base	VERB
ijassa-1513	1513	7	on	on	ADP
ijassa-1513	1513	8	word2vec	word2vec	X
ijassa-1513	1513	9	and	and	CCONJ
ijassa-1513	1513	10	2	2	NUM
ijassa-1513	1513	11	-	-	PUNCT
ijassa-1513	1513	12	layer	layer	NOUN
ijassa-1513	1513	13	self	self	NOUN
ijassa-1513	1513	14	organizing	organize	VERB
ijassa-1513	1513	15	maps	map	NOUN
ijassa-1513	1513	16	.	.	PUNCT
ijassa-1513	1514	1	international	international	ADJ
ijassa-1513	1514	2	journal	journal	PROPN
ijassa-1513	1514	3	of	of	ADP
ijassa-1513	1514	4	machine	machine	NOUN
ijassa-1513	1514	5	learning	learning	NOUN
ijassa-1513	1514	6	and	and	CCONJ
ijassa-1513	1514	7	computing	computing	NOUN
ijassa-1513	1514	8	,	,	PUNCT
ijassa-1513	1514	9	8(3	8(3	NUM
ijassa-1513	1514	10	)	)	PUNCT
ijassa-1513	1514	11	.	.	PUNCT
ijassa-1513	1515	1	https://doi.org/10.18178/ijmlc.2018.8.3.695	https://doi.org/10.18178/ijmlc.2018.8.3.695	NOUN
ijassa-1513	1516	1	169	169	NUM
ijassa-1513	1516	2	.	.	PUNCT
ijassa-1513	1517	1	yu	yu	PROPN
ijassa-1513	1517	2	,	,	PUNCT
ijassa-1513	1517	3	m.	m.	NOUN
ijassa-1513	1517	4	,	,	PUNCT
ijassa-1513	1517	5	huang	huang	PROPN
ijassa-1513	1517	6	,	,	PUNCT
ijassa-1513	1517	7	q.	q.	PROPN
ijassa-1513	1517	8	,	,	PUNCT
ijassa-1513	1517	9	qin	qin	PROPN
ijassa-1513	1517	10	,	,	PUNCT
ijassa-1513	1517	11	h.	h.	PROPN
ijassa-1513	1517	12	,	,	PUNCT
ijassa-1513	1517	13	scheele	scheele	PROPN
ijassa-1513	1517	14	,	,	PUNCT
ijassa-1513	1517	15	c.	c.	PROPN
ijassa-1513	1517	16	,	,	PUNCT
ijassa-1513	1517	17	&	&	CCONJ
ijassa-1513	1517	18	yang	yang	PROPN
ijassa-1513	1517	19	,	,	PUNCT
ijassa-1513	1517	20	c.	c.	PROPN
ijassa-1513	1517	21	(	(	PUNCT
ijassa-1513	1517	22	2019	2019	NUM
ijassa-1513	1517	23	)	)	PUNCT
ijassa-1513	1517	24	.	.	PUNCT
ijassa-1513	1518	1	deep	deep	ADJ
ijassa-1513	1518	2	learning	learning	NOUN
ijassa-1513	1518	3	for	for	ADP
ijassa-1513	1518	4	realtime	realtime	ADJ
ijassa-1513	1518	5	social	social	ADJ
ijassa-1513	1518	6	media	medium	NOUN
ijassa-1513	1518	7	text	text	NOUN
ijassa-1513	1518	8	classification	classification	NOUN
ijassa-1513	1518	9	for	for	ADP
ijassa-1513	1518	10	situation	situation	NOUN
ijassa-1513	1518	11	awareness	awareness	NOUN
ijassa-1513	1518	12	–	–	PUNCT
ijassa-1513	1518	13	using	use	VERB
ijassa-1513	1518	14	hurricanes	hurricane	NOUN
ijassa-1513	1518	15	sandy	sandy	ADJ
ijassa-1513	1518	16	,	,	PUNCT
ijassa-1513	1518	17	harvey	harvey	NOUN
ijassa-1513	1518	18	,	,	PUNCT
ijassa-1513	1518	19	and	and	CCONJ
ijassa-1513	1518	20	irma	irma	VERB
ijassa-1513	1518	21	as	as	ADP
ijassa-1513	1518	22	case	case	NOUN
ijassa-1513	1518	23	studies	study	NOUN
ijassa-1513	1518	24	.	.	PUNCT
ijassa-1513	1519	1	https://doi.org/10.1080/17538947.2019.1574316	https://doi.org/10.1080/17538947.2019.1574316	PROPN
ijassa-1513	1519	2	,	,	PUNCT
ijassa-1513	1519	3	12(11	12(11	NUM
ijassa-1513	1519	4	)	)	PUNCT
ijassa-1513	1519	5	,	,	PUNCT
ijassa-1513	1519	6	1230–1247	1230–1247	NUM
ijassa-1513	1519	7	.	.	PUNCT
ijassa-1513	1520	1	https://doi.org/10.1080/17538947.2019.1574316	https://doi.org/10.1080/17538947.2019.1574316	PROPN
ijassa-1513	1520	2	170	170	NUM
ijassa-1513	1520	3	.	.	PUNCT
ijassa-1513	1521	1	zaki	zaki	PROPN
ijassa-1513	1521	2	,	,	PUNCT
ijassa-1513	1521	3	t.	t.	PROPN
ijassa-1513	1521	4	,	,	PUNCT
ijassa-1513	1521	5	es	es	NOUN
ijassa-1513	1521	6	-	-	PUNCT
ijassa-1513	1521	7	saady	saady	NOUN
ijassa-1513	1521	8	,	,	PUNCT
ijassa-1513	1521	9	y.	y.	PROPN
ijassa-1513	1521	10	,	,	PUNCT
ijassa-1513	1521	11	mammass	mammass	NOUN
ijassa-1513	1521	12	,	,	PUNCT
ijassa-1513	1521	13	d.	d.	PROPN
ijassa-1513	1521	14	,	,	PUNCT
ijassa-1513	1521	15	ennaji	ennaji	PROPN
ijassa-1513	1521	16	,	,	PUNCT
ijassa-1513	1521	17	a.	a.	PROPN
ijassa-1513	1521	18	,	,	PUNCT
ijassa-1513	1521	19	&	&	CCONJ
ijassa-1513	1521	20	nicolas	nicolas	PROPN
ijassa-1513	1521	21	,	,	PUNCT
ijassa-1513	1521	22	s.	s.	PROPN
ijassa-1513	1521	23	(	(	PUNCT
ijassa-1513	1521	24	2014	2014	NUM
ijassa-1513	1521	25	)	)	PUNCT
ijassa-1513	1521	26	.	.	PUNCT
ijassa-1513	1522	1	a	a	DET
ijassa-1513	1522	2	hybrid	hybrid	ADJ
ijassa-1513	1522	3	method	method	NOUN
ijassa-1513	1522	4	n	n	CCONJ
ijassa-1513	1522	5	-	-	PUNCT
ijassa-1513	1522	6	grams	gram	NOUN
ijassa-1513	1522	7	-	-	PUNCT
ijassa-1513	1522	8	tfidf	tfidf	NOUN
ijassa-1513	1522	9	with	with	ADP
ijassa-1513	1522	10	radial	radial	ADJ
ijassa-1513	1522	11	basis	basis	NOUN
ijassa-1513	1522	12	for	for	ADP
ijassa-1513	1522	13	indexing	indexing	NOUN
ijassa-1513	1522	14	and	and	CCONJ
ijassa-1513	1522	15	classification	classification	NOUN
ijassa-1513	1522	16	of	of	ADP
ijassa-1513	1522	17	arabic	arabic	ADJ
ijassa-1513	1522	18	documents	document	NOUN
ijassa-1513	1522	19	.	.	PUNCT
ijassa-1513	1523	1	international	international	ADJ
ijassa-1513	1523	2	journal	journal	PROPN
ijassa-1513	1523	3	of	of	ADP
ijassa-1513	1523	4	software	software	NOUN
ijassa-1513	1523	5	engineering	engineering	NOUN
ijassa-1513	1523	6	and	and	CCONJ
ijassa-1513	1523	7	its	its	PRON
ijassa-1513	1523	8	applications	application	NOUN
ijassa-1513	1523	9	,	,	PUNCT
ijassa-1513	1523	10	8(2	8(2	NUM
ijassa-1513	1523	11	)	)	PUNCT
ijassa-1513	1523	12	.	.	PUNCT
ijassa-1513	1524	1	https://doi.org/10.14257/ijseia.2014.8.2.13	https://doi.org/10.14257/ijseia.2014.8.2.13	PRON
ijassa-1513	1524	2	171	171	NUM
ijassa-1513	1524	3	.	.	PUNCT
ijassa-1513	1525	1	zhai	zhai	PROPN
ijassa-1513	1525	2	,	,	PUNCT
ijassa-1513	1525	3	y.	y.	PROPN
ijassa-1513	1525	4	,	,	PUNCT
ijassa-1513	1525	5	song	song	NOUN
ijassa-1513	1525	6	,	,	PUNCT
ijassa-1513	1525	7	w.	w.	PROPN
ijassa-1513	1525	8	,	,	PUNCT
ijassa-1513	1525	9	liu	liu	PROPN
ijassa-1513	1525	10	,	,	PUNCT
ijassa-1513	1525	11	x.	x.	PROPN
ijassa-1513	1525	12	,	,	PUNCT
ijassa-1513	1525	13	liu	liu	PROPN
ijassa-1513	1525	14	,	,	PUNCT
ijassa-1513	1525	15	l.	l.	PROPN
ijassa-1513	1525	16	,	,	PUNCT
ijassa-1513	1525	17	&	&	CCONJ
ijassa-1513	1525	18	zhao	zhao	PROPN
ijassa-1513	1525	19	,	,	PUNCT
ijassa-1513	1525	20	x.	x.	NOUN
ijassa-1513	1525	21	(	(	PUNCT
ijassa-1513	1525	22	2019	2019	NUM
ijassa-1513	1525	23	)	)	PUNCT
ijassa-1513	1525	24	.	.	PUNCT
ijassa-1513	1526	1	a	a	DET
ijassa-1513	1526	2	chi	chi	ADJ
ijassa-1513	1526	3	-	-	PUNCT
ijassa-1513	1526	4	square	square	ADJ
ijassa-1513	1526	5	statistics	statistic	NOUN
ijassa-1513	1526	6	based	base	VERB
ijassa-1513	1526	7	feature	feature	NOUN
ijassa-1513	1526	8	selection	selection	NOUN
ijassa-1513	1526	9	method	method	NOUN
ijassa-1513	1526	10	in	in	ADP
ijassa-1513	1526	11	text	text	NOUN
ijassa-1513	1526	12	classification	classification	NOUN
ijassa-1513	1526	13	.	.	PUNCT
ijassa-1513	1527	1	proceedings	proceeding	NOUN
ijassa-1513	1527	2	of	of	ADP
ijassa-1513	1527	3	the	the	DET
ijassa-1513	1527	4	ieee	ieee	NOUN
ijassa-1513	1527	5	international	international	PROPN
ijassa-1513	1527	6	conference	conference	NOUN
ijassa-1513	1527	7	on	on	ADP
ijassa-1513	1527	8	software	software	NOUN
ijassa-1513	1527	9	engineering	engineering	NOUN
ijassa-1513	1527	10	and	and	CCONJ
ijassa-1513	1527	11	service	service	NOUN
ijassa-1513	1527	12	sciences	science	NOUN
ijassa-1513	1527	13	,	,	PUNCT
ijassa-1513	1527	14	icsess	icsess	NOUN
ijassa-1513	1527	15	,	,	PUNCT
ijassa-1513	1527	16	2018	2018	NUM
ijassa-1513	1527	17	-	-	SYM
ijassa-1513	1527	18	november	november	PROPN
ijassa-1513	1527	19	.	.	PUNCT
ijassa-1513	1528	1	https://doi.org/10.1109/icsess.2018.8663882	https://doi.org/10.1109/icsess.2018.8663882	PROPN
ijassa-1513	1528	2	172	172	NUM
ijassa-1513	1528	3	.	.	PUNCT
ijassa-1513	1529	1	zhang	zhang	PROPN
ijassa-1513	1529	2	,	,	PUNCT
ijassa-1513	1529	3	x.	x.	PROPN
ijassa-1513	1529	4	,	,	PUNCT
ijassa-1513	1529	5	zhao	zhao	PROPN
ijassa-1513	1529	6	,	,	PUNCT
ijassa-1513	1529	7	j.	j.	PROPN
ijassa-1513	1529	8	,	,	PUNCT
ijassa-1513	1529	9	&	&	CCONJ
ijassa-1513	1529	10	lecun	lecun	PROPN
ijassa-1513	1529	11	,	,	PUNCT
ijassa-1513	1529	12	y.	y.	PROPN
ijassa-1513	1529	13	(	(	PUNCT
ijassa-1513	1529	14	n.d	n.d	PROPN
ijassa-1513	1529	15	.	.	PROPN
ijassa-1513	1529	16	)	)	PUNCT
ijassa-1513	1529	17	.	.	PUNCT
ijassa-1513	1530	1	character	character	NOUN
ijassa-1513	1530	2	-	-	PUNCT
ijassa-1513	1530	3	level	level	NOUN
ijassa-1513	1530	4	convolutional	convolutional	ADJ
ijassa-1513	1530	5	networks	network	NOUN
ijassa-1513	1530	6	for	for	ADP
ijassa-1513	1530	7	text	text	NOUN
ijassa-1513	1530	8	classification	classification	NOUN
ijassa-1513	1530	9	*	*	PUNCT
ijassa-1513	1530	10	.	.	PUNCT
ijassa-1513	1531	1	text	text	NOUN
ijassa-1513	1531	2	classification	classification	NOUN
ijassa-1513	1531	3	technologies	technology	NOUN
ijassa-1513	1531	4	in	in	ADP
ijassa-1513	1531	5	document	document	NOUN
ijassa-1513	1531	6	categorization	categorization	NOUN
ijassa-1513	1531	7	systems	system	NOUN
ijassa-1513	1531	8	.	.	PUNCT
ijassa-1513	1532	1	a	a	DET
ijassa-1513	1532	2	survey	survey	NOUN
ijassa-1513	1532	3	165	165	NUM
ijassa-1513	1532	4	copyright	copyright	NOUN
ijassa-1513	1532	5	©	©	PROPN
ijassa-1513	1532	6	2024	2024	NUM
ijassa-1513	1532	7	assa	assa	NOUN
ijassa-1513	1532	8	.	.	PUNCT
ijassa-1513	1533	1	adv	adv	PROPN
ijassa-1513	1533	2	.	.	PUNCT
ijassa-1513	1534	1	in	in	ADP
ijassa-1513	1534	2	systems	system	NOUN
ijassa-1513	1534	3	science	science	NOUN
ijassa-1513	1534	4	and	and	CCONJ
ijassa-1513	1534	5	appl	appl	NOUN
ijassa-1513	1534	6	.	.	PUNCT
ijassa-1513	1535	1	(	(	PUNCT
ijassa-1513	1535	2	2024	2024	NUM
ijassa-1513	1535	3	)	)	PUNCT
ijassa-1513	1535	4	173	173	NUM
ijassa-1513	1535	5	.	.	PUNCT
ijassa-1513	1536	1	zhang	zhang	PROPN
ijassa-1513	1536	2	,	,	PUNCT
ijassa-1513	1536	3	y.	y.	PROPN
ijassa-1513	1536	4	,	,	PUNCT
ijassa-1513	1536	5	marshall	marshall	PROPN
ijassa-1513	1536	6	,	,	PUNCT
ijassa-1513	1536	7	i.	i.	PROPN
ijassa-1513	1536	8	,	,	PUNCT
ijassa-1513	1536	9	&	&	CCONJ
ijassa-1513	1536	10	wallace	wallace	PROPN
ijassa-1513	1536	11	,	,	PUNCT
ijassa-1513	1536	12	b.	b.	PROPN
ijassa-1513	1536	13	c.	c.	PROPN
ijassa-1513	1536	14	(	(	PUNCT
ijassa-1513	1536	15	2016	2016	NUM
ijassa-1513	1536	16	)	)	PUNCT
ijassa-1513	1536	17	.	.	PUNCT
ijassa-1513	1537	1	rationale	rationale	NOUN
ijassa-1513	1537	2	-	-	PUNCT
ijassa-1513	1537	3	augmented	augment	VERB
ijassa-1513	1537	4	convolutional	convolutional	ADJ
ijassa-1513	1537	5	neural	neural	ADJ
ijassa-1513	1537	6	networks	network	NOUN
ijassa-1513	1537	7	for	for	ADP
ijassa-1513	1537	8	text	text	NOUN
ijassa-1513	1537	9	classification	classification	NOUN
ijassa-1513	1537	10	.	.	PUNCT
ijassa-1513	1538	1	emnlp	emnlp	VERB
ijassa-1513	1538	2	2016	2016	NUM
ijassa-1513	1538	3	conference	conference	NOUN
ijassa-1513	1538	4	on	on	ADP
ijassa-1513	1538	5	empirical	empirical	ADJ
ijassa-1513	1538	6	methods	method	NOUN
ijassa-1513	1538	7	in	in	ADP
ijassa-1513	1538	8	natural	natural	ADJ
ijassa-1513	1538	9	language	language	NOUN
ijassa-1513	1538	10	processing	processing	NOUN
ijassa-1513	1538	11	,	,	PUNCT
ijassa-1513	1538	12	proceedings	proceeding	NOUN
ijassa-1513	1538	13	.	.	PUNCT
ijassa-1513	1539	1	https://doi.org/10.18653/v1/d16-1076	https://doi.org/10.18653/v1/d16-1076	PROPN
ijassa-1513	1539	2	174	174	NUM
ijassa-1513	1539	3	.	.	PUNCT
ijassa-1513	1540	1	zheng	zheng	PROPN
ijassa-1513	1540	2	,	,	PUNCT
ijassa-1513	1540	3	j.	j.	PROPN
ijassa-1513	1540	4	,	,	PUNCT
ijassa-1513	1540	5	&	&	CCONJ
ijassa-1513	1540	6	zheng	zheng	PROPN
ijassa-1513	1540	7	,	,	PUNCT
ijassa-1513	1540	8	l.	l.	PROPN
ijassa-1513	1540	9	(	(	PUNCT
ijassa-1513	1540	10	2019	2019	NUM
ijassa-1513	1540	11	)	)	PUNCT
ijassa-1513	1540	12	.	.	PUNCT
ijassa-1513	1541	1	a	a	DET
ijassa-1513	1541	2	hybrid	hybrid	ADJ
ijassa-1513	1541	3	bidirectional	bidirectional	ADJ
ijassa-1513	1541	4	recurrent	recurrent	ADJ
ijassa-1513	1541	5	convolutional	convolutional	ADJ
ijassa-1513	1541	6	neural	neural	ADJ
ijassa-1513	1541	7	network	network	NOUN
ijassa-1513	1541	8	attention	attention	NOUN
ijassa-1513	1541	9	-	-	PUNCT
ijassa-1513	1541	10	based	base	VERB
ijassa-1513	1541	11	model	model	NOUN
ijassa-1513	1541	12	for	for	ADP
ijassa-1513	1541	13	text	text	NOUN
ijassa-1513	1541	14	classification	classification	NOUN
ijassa-1513	1541	15	.	.	PUNCT
ijassa-1513	1542	1	ieee	ieee	NOUN
ijassa-1513	1542	2	access	access	NOUN
ijassa-1513	1542	3	,	,	PUNCT
ijassa-1513	1542	4	7	7	NUM
ijassa-1513	1542	5	.	.	PUNCT
ijassa-1513	1543	1	https://doi.org/10.1109/access.2019.2932619	https://doi.org/10.1109/access.2019.2932619	PROPN
ijassa-1513	1543	2	175	175	NUM
ijassa-1513	1543	3	.	.	PUNCT
ijassa-1513	1544	1	zhou	zhou	PROPN
ijassa-1513	1544	2	,	,	PUNCT
ijassa-1513	1544	3	c.	c.	PROPN
ijassa-1513	1544	4	,	,	PUNCT
ijassa-1513	1544	5	sun	sun	PROPN
ijassa-1513	1544	6	,	,	PUNCT
ijassa-1513	1544	7	c.	c.	PROPN
ijassa-1513	1544	8	,	,	PUNCT
ijassa-1513	1544	9	liu	liu	PROPN
ijassa-1513	1544	10	,	,	PUNCT
ijassa-1513	1544	11	z.	z.	PROPN
ijassa-1513	1544	12	,	,	PUNCT
ijassa-1513	1544	13	&	&	CCONJ
ijassa-1513	1544	14	lau	lau	PROPN
ijassa-1513	1544	15	,	,	PUNCT
ijassa-1513	1544	16	f.	f.	PROPN
ijassa-1513	1544	17	c.	c.	PROPN
ijassa-1513	1544	18	m.	m.	PROPN
ijassa-1513	1544	19	(	(	PUNCT
ijassa-1513	1544	20	2015	2015	NUM
ijassa-1513	1544	21	)	)	PUNCT
ijassa-1513	1544	22	.	.	PUNCT
ijassa-1513	1545	1	a	a	DET
ijassa-1513	1545	2	c	c	NOUN
ijassa-1513	1545	3	-	-	PUNCT
ijassa-1513	1545	4	lstm	lstm	ADJ
ijassa-1513	1545	5	neural	neural	ADJ
ijassa-1513	1545	6	network	network	NOUN
ijassa-1513	1545	7	for	for	ADP
ijassa-1513	1545	8	text	text	NOUN
ijassa-1513	1545	9	classification	classification	NOUN
ijassa-1513	1545	10	.	.	PUNCT
ijassa-1513	1546	1	176	176	NUM
ijassa-1513	1546	2	.	.	PUNCT
ijassa-1513	1547	1	zhou	zhou	PROPN
ijassa-1513	1547	2	,	,	PUNCT
ijassa-1513	1547	3	p.	p.	PROPN
ijassa-1513	1547	4	,	,	PUNCT
ijassa-1513	1547	5	qi	qi	PROPN
ijassa-1513	1547	6	,	,	PUNCT
ijassa-1513	1547	7	z.	z.	PROPN
ijassa-1513	1547	8	,	,	PUNCT
ijassa-1513	1547	9	zheng	zheng	PROPN
ijassa-1513	1547	10	,	,	PUNCT
ijassa-1513	1547	11	s.	s.	PROPN
ijassa-1513	1547	12	,	,	PUNCT
ijassa-1513	1547	13	xu	xu	PROPN
ijassa-1513	1547	14	,	,	PUNCT
ijassa-1513	1547	15	j.	j.	PROPN
ijassa-1513	1547	16	,	,	PUNCT
ijassa-1513	1547	17	bao	bao	PROPN
ijassa-1513	1547	18	,	,	PUNCT
ijassa-1513	1547	19	h.	h.	PROPN
ijassa-1513	1547	20	,	,	PUNCT
ijassa-1513	1547	21	&	&	CCONJ
ijassa-1513	1547	22	xu	xu	PROPN
ijassa-1513	1547	23	,	,	PUNCT
ijassa-1513	1547	24	b.	b.	PROPN
ijassa-1513	1547	25	(	(	PUNCT
ijassa-1513	1547	26	2016	2016	NUM
ijassa-1513	1547	27	)	)	PUNCT
ijassa-1513	1547	28	.	.	PUNCT
ijassa-1513	1548	1	text	text	NOUN
ijassa-1513	1548	2	classification	classification	NOUN
ijassa-1513	1548	3	improved	improve	VERB
ijassa-1513	1548	4	by	by	ADP
ijassa-1513	1548	5	integrating	integrate	VERB
ijassa-1513	1548	6	bidirectional	bidirectional	ADJ
ijassa-1513	1548	7	lstm	lstm	NOUN
ijassa-1513	1548	8	with	with	ADP
ijassa-1513	1548	9	two	two	NUM
ijassa-1513	1548	10	-	-	PUNCT
ijassa-1513	1548	11	dimensional	dimensional	ADJ
ijassa-1513	1548	12	max	max	PROPN
ijassa-1513	1548	13	pooling	pooling	NOUN
ijassa-1513	1548	14	.	.	PUNCT
ijassa-1513	1549	1	coling	cole	VERB
ijassa-1513	1549	2	2016	2016	NUM
ijassa-1513	1549	3	26th	26th	ADJ
ijassa-1513	1549	4	international	international	ADJ
ijassa-1513	1549	5	conference	conference	NOUN
ijassa-1513	1549	6	on	on	ADP
ijassa-1513	1549	7	computational	computational	ADJ
ijassa-1513	1549	8	linguistics	linguistic	NOUN
ijassa-1513	1549	9	,	,	PUNCT
ijassa-1513	1549	10	proceedings	proceeding	NOUN
ijassa-1513	1549	11	of	of	ADP
ijassa-1513	1549	12	coling	cole	VERB
ijassa-1513	1549	13	2016	2016	NUM
ijassa-1513	1549	14	:	:	PUNCT
ijassa-1513	1549	15	technical	technical	ADJ
ijassa-1513	1549	16	papers	paper	NOUN
ijassa-1513	1549	17	.	.	PUNCT
ijassa-1513	1550	1	177	177	NUM
ijassa-1513	1550	2	.	.	PUNCT
ijassa-1513	1551	1	zulqarnain	zulqarnain	NOUN
ijassa-1513	1551	2	,	,	PUNCT
ijassa-1513	1551	3	m.	m.	NOUN
ijassa-1513	1551	4	,	,	PUNCT
ijassa-1513	1551	5	ghazali	ghazali	PROPN
ijassa-1513	1551	6	,	,	PUNCT
ijassa-1513	1551	7	r.	r.	PROPN
ijassa-1513	1551	8	,	,	PUNCT
ijassa-1513	1551	9	ghouse	ghouse	NOUN
ijassa-1513	1551	10	,	,	PUNCT
ijassa-1513	1551	11	m.	m.	NOUN
ijassa-1513	1551	12	g.	g.	PROPN
ijassa-1513	1551	13	,	,	PUNCT
ijassa-1513	1551	14	&	&	CCONJ
ijassa-1513	1551	15	mushtaq	mushtaq	PROPN
ijassa-1513	1551	16	,	,	PUNCT
ijassa-1513	1551	17	m.	m.	PROPN
ijassa-1513	1551	18	f.	f.	PROPN
ijassa-1513	1551	19	(	(	PUNCT
ijassa-1513	1551	20	2019	2019	NUM
ijassa-1513	1551	21	)	)	PUNCT
ijassa-1513	1551	22	.	.	PUNCT
ijassa-1513	1552	1	efficient	efficient	ADJ
ijassa-1513	1552	2	processing	processing	NOUN
ijassa-1513	1552	3	of	of	ADP
ijassa-1513	1552	4	gru	gru	NOUN
ijassa-1513	1552	5	based	base	VERB
ijassa-1513	1552	6	on	on	ADP
ijassa-1513	1552	7	word	word	NOUN
ijassa-1513	1552	8	embedding	embed	VERB
ijassa-1513	1552	9	for	for	ADP
ijassa-1513	1552	10	text	text	NOUN
ijassa-1513	1552	11	classification	classification	NOUN
ijassa-1513	1552	12	.	.	PUNCT
ijassa-1513	1553	1	international	international	ADJ
ijassa-1513	1553	2	journal	journal	PROPN
ijassa-1513	1553	3	on	on	ADP
ijassa-1513	1553	4	informatics	informatic	NOUN
ijassa-1513	1553	5	visualization	visualization	NOUN
ijassa-1513	1553	6	,	,	PUNCT
ijassa-1513	1553	7	3(4	3(4	NUM
ijassa-1513	1553	8	)	)	PUNCT
ijassa-1513	1553	9	.	.	PUNCT
ijassa-1513	1554	1	https://doi.org/10.30630/joiv.3.4.289	https://doi.org/10.30630/joiv.3.4.289	PROPN