id	sid	tid	token	lemma	pos
cord-032684-muh5rwla	1	1	key	key	JJ
cord-032684-muh5rwla	2	1	:	:	:
cord-032684-muh5rwla	2	2	cord-032684-muh5rwla	cord-032684-muh5rwla	NNS
cord-032684-muh5rwla	2	3	authors	author	NNS
cord-032684-muh5rwla	2	4	:	:	:
cord-032684-muh5rwla	2	5	Madichetty	Madichetty	NNP
cord-032684-muh5rwla	2	6	,	,	,
cord-032684-muh5rwla	2	7	Sreenivasulu	Sreenivasulu	NNP
cord-032684-muh5rwla	2	8	;	;	:
cord-032684-muh5rwla	2	9	M.	M.	NNP
cord-032684-muh5rwla	2	10	,	,	,
cord-032684-muh5rwla	3	1	Sridevi	Sridevi	NNP
cord-032684-muh5rwla	3	2	title	title	NN
cord-032684-muh5rwla	3	3	:	:	:
cord-032684-muh5rwla	3	4	A	a	DT
cord-032684-muh5rwla	3	5	stacked	stack	VBN
cord-032684-muh5rwla	3	6	convolutional	convolutional	NN
cord-032684-muh5rwla	3	7	neural	neural	JJ
cord-032684-muh5rwla	3	8	network	network	NN
cord-032684-muh5rwla	3	9	for	for	IN
cord-032684-muh5rwla	3	10	detecting	detect	VBG
cord-032684-muh5rwla	3	11	the	the	DT
cord-032684-muh5rwla	3	12	resource	resource	NN
cord-032684-muh5rwla	3	13	tweets	tweet	NNS
cord-032684-muh5rwla	3	14	during	during	IN
cord-032684-muh5rwla	3	15	a	a	DT
cord-032684-muh5rwla	3	16	disaster	disaster	NN
cord-032684-muh5rwla	3	17	date	date	NN
cord-032684-muh5rwla	3	18	:	:	:
cord-032684-muh5rwla	3	19	2020	2020	CD
cord-032684-muh5rwla	3	20	-	-	HYPH
cord-032684-muh5rwla	3	21	09	09	CD
cord-032684-muh5rwla	3	22	-	-	SYM
cord-032684-muh5rwla	3	23	25	25	CD
cord-032684-muh5rwla	3	24	journal	journal	NN
cord-032684-muh5rwla	3	25	:	:	:
cord-032684-muh5rwla	3	26	Multimed	Multimed	NNP
cord-032684-muh5rwla	3	27	Tools	Tools	NNPS
cord-032684-muh5rwla	3	28	Appl	Appl	NNP
cord-032684-muh5rwla	3	29	DOI	DOI	NNP
cord-032684-muh5rwla	3	30	:	:	:
cord-032684-muh5rwla	3	31	10.1007	10.1007	CD
cord-032684-muh5rwla	3	32	/	/	SYM
cord-032684-muh5rwla	3	33	s11042	s11042	NN
cord-032684-muh5rwla	3	34	-	-	HYPH
cord-032684-muh5rwla	3	35	020	020	CD
cord-032684-muh5rwla	3	36	-	-	HYPH
cord-032684-muh5rwla	3	37	09873	09873	CD
cord-032684-muh5rwla	3	38	-	-	SYM
cord-032684-muh5rwla	3	39	8	8	CD
cord-032684-muh5rwla	3	40	sha	sha	NN
cord-032684-muh5rwla	3	41	:	:	:
cord-032684-muh5rwla	3	42	215cdfc36e986d4041f451679f7aeb27fcdde477	215cdfc36e986d4041f451679f7aeb27fcdde477	CD
cord-032684-muh5rwla	3	43	doc_id	doc_id	CD
cord-032684-muh5rwla	3	44	:	:	:
cord-032684-muh5rwla	3	45	32684	32684	CD
cord-032684-muh5rwla	3	46	cord_uid	cord_uid	NN
cord-032684-muh5rwla	3	47	:	:	:
cord-032684-muh5rwla	4	1	muh5rwla	muh5rwla	NNP
cord-032684-muh5rwla	4	2	Social	Social	NNP
cord-032684-muh5rwla	4	3	media	medium	NNS
cord-032684-muh5rwla	4	4	platform	platform	NN
cord-032684-muh5rwla	4	5	like	like	IN
cord-032684-muh5rwla	4	6	Twitter	Twitter	NNP
cord-032684-muh5rwla	4	7	is	be	VBZ
cord-032684-muh5rwla	4	8	one	one	CD
cord-032684-muh5rwla	4	9	of	of	IN
cord-032684-muh5rwla	4	10	the	the	DT
cord-032684-muh5rwla	4	11	primary	primary	JJ
cord-032684-muh5rwla	4	12	sources	source	NNS
cord-032684-muh5rwla	4	13	for	for	IN
cord-032684-muh5rwla	4	14	sharing	share	VBG
cord-032684-muh5rwla	4	15	real	real	JJ
cord-032684-muh5rwla	4	16	-	-	HYPH
cord-032684-muh5rwla	4	17	time	time	NN
cord-032684-muh5rwla	4	18	information	information	NN
cord-032684-muh5rwla	4	19	at	at	IN
cord-032684-muh5rwla	4	20	the	the	DT
cord-032684-muh5rwla	4	21	time	time	NN
cord-032684-muh5rwla	4	22	of	of	IN
cord-032684-muh5rwla	4	23	events	event	NNS
cord-032684-muh5rwla	4	24	such	such	JJ
cord-032684-muh5rwla	4	25	as	as	IN
cord-032684-muh5rwla	4	26	disasters	disaster	NNS
cord-032684-muh5rwla	4	27	,	,	,
cord-032684-muh5rwla	4	28	political	political	JJ
cord-032684-muh5rwla	4	29	events	event	NNS
cord-032684-muh5rwla	4	30	,	,	,
cord-032684-muh5rwla	4	31	etc	etc	FW
cord-032684-muh5rwla	4	32	.	.	.
cord-032684-muh5rwla	5	1	Detecting	detect	VBG
cord-032684-muh5rwla	5	2	the	the	DT
cord-032684-muh5rwla	5	3	resource	resource	NN
cord-032684-muh5rwla	5	4	tweets	tweet	NNS
cord-032684-muh5rwla	5	5	during	during	IN
cord-032684-muh5rwla	5	6	a	a	DT
cord-032684-muh5rwla	5	7	disaster	disaster	NN
cord-032684-muh5rwla	5	8	is	be	VBZ
cord-032684-muh5rwla	5	9	an	an	DT
cord-032684-muh5rwla	5	10	essential	essential	JJ
cord-032684-muh5rwla	5	11	task	task	NN
cord-032684-muh5rwla	5	12	because	because	IN
cord-032684-muh5rwla	5	13	tweets	tweet	NNS
cord-032684-muh5rwla	5	14	contain	contain	VBP
cord-032684-muh5rwla	5	15	different	different	JJ
cord-032684-muh5rwla	5	16	types	type	NNS
cord-032684-muh5rwla	5	17	of	of	IN
cord-032684-muh5rwla	5	18	information	information	NN
cord-032684-muh5rwla	5	19	such	such	JJ
cord-032684-muh5rwla	5	20	as	as	IN
cord-032684-muh5rwla	5	21	infrastructure	infrastructure	NN
cord-032684-muh5rwla	5	22	damage	damage	NN
cord-032684-muh5rwla	5	23	,	,	,
cord-032684-muh5rwla	5	24	resources	resource	NNS
cord-032684-muh5rwla	5	25	,	,	,
cord-032684-muh5rwla	5	26	opinions	opinion	NNS
cord-032684-muh5rwla	5	27	and	and	CC
cord-032684-muh5rwla	5	28	sympathies	sympathy	NNS
cord-032684-muh5rwla	5	29	of	of	IN
cord-032684-muh5rwla	5	30	disaster	disaster	NN
cord-032684-muh5rwla	5	31	events	event	NNS
cord-032684-muh5rwla	5	32	,	,	,
cord-032684-muh5rwla	5	33	etc	etc	FW
cord-032684-muh5rwla	5	34	.	.	.
cord-032684-muh5rwla	6	1	Tweets	tweet	NNS
cord-032684-muh5rwla	6	2	are	be	VBP
cord-032684-muh5rwla	6	3	posted	post	VBN
cord-032684-muh5rwla	6	4	related	relate	VBN
cord-032684-muh5rwla	6	5	to	to	IN
cord-032684-muh5rwla	6	6	Need	need	NN
cord-032684-muh5rwla	6	7	and	and	CC
cord-032684-muh5rwla	6	8	Availability	availability	NN
cord-032684-muh5rwla	6	9	of	of	IN
cord-032684-muh5rwla	6	10	Resources	Resources	NNPS
cord-032684-muh5rwla	6	11	(	(	-LRB-
cord-032684-muh5rwla	6	12	NAR	NAR	NNP
cord-032684-muh5rwla	6	13	)	)	-RRB-
cord-032684-muh5rwla	6	14	by	by	IN
cord-032684-muh5rwla	6	15	humanitarian	humanitarian	JJ
cord-032684-muh5rwla	6	16	organizations	organization	NNS
cord-032684-muh5rwla	6	17	and	and	CC
cord-032684-muh5rwla	6	18	victims	victim	NNS
cord-032684-muh5rwla	6	19	.	.	.
cord-032684-muh5rwla	7	1	Hence	hence	RB
cord-032684-muh5rwla	7	2	,	,	,
cord-032684-muh5rwla	7	3	reliable	reliable	JJ
cord-032684-muh5rwla	7	4	methodologies	methodology	NNS
cord-032684-muh5rwla	7	5	are	be	VBP
cord-032684-muh5rwla	7	6	required	require	VBN
cord-032684-muh5rwla	7	7	for	for	IN
cord-032684-muh5rwla	7	8	detecting	detect	VBG
cord-032684-muh5rwla	7	9	the	the	DT
cord-032684-muh5rwla	7	10	NAR	NAR	NNP
cord-032684-muh5rwla	7	11	tweets	tweet	NNS
cord-032684-muh5rwla	7	12	during	during	IN
cord-032684-muh5rwla	7	13	a	a	DT
cord-032684-muh5rwla	7	14	disaster	disaster	NN
cord-032684-muh5rwla	7	15	.	.	.
cord-032684-muh5rwla	8	1	The	the	DT
cord-032684-muh5rwla	8	2	existing	exist	VBG
cord-032684-muh5rwla	8	3	works	work	NNS
cord-032684-muh5rwla	8	4	do	do	VBP
cord-032684-muh5rwla	8	5	n’t	not	RB
cord-032684-muh5rwla	8	6	focus	focus	VB
cord-032684-muh5rwla	8	7	well	well	RB
cord-032684-muh5rwla	8	8	on	on	IN
cord-032684-muh5rwla	8	9	NAR	NAR	NNP
cord-032684-muh5rwla	8	10	tweets	tweet	VBZ
cord-032684-muh5rwla	8	11	detection	detection	NN
cord-032684-muh5rwla	8	12	and	and	CC
cord-032684-muh5rwla	8	13	also	also	RB
cord-032684-muh5rwla	8	14	had	have	VBD
cord-032684-muh5rwla	8	15	poor	poor	JJ
cord-032684-muh5rwla	8	16	performance	performance	NN
cord-032684-muh5rwla	8	17	.	.	.
cord-032684-muh5rwla	9	1	Hence	hence	RB
cord-032684-muh5rwla	9	2	,	,	,
cord-032684-muh5rwla	9	3	this	this	DT
cord-032684-muh5rwla	9	4	paper	paper	NN
cord-032684-muh5rwla	9	5	focus	focus	NN
cord-032684-muh5rwla	9	6	on	on	IN
cord-032684-muh5rwla	9	7	detection	detection	NN
cord-032684-muh5rwla	9	8	of	of	IN
cord-032684-muh5rwla	9	9	NAR	NAR	NNP
cord-032684-muh5rwla	9	10	tweets	tweet	NNS
cord-032684-muh5rwla	9	11	during	during	IN
cord-032684-muh5rwla	9	12	a	a	DT
cord-032684-muh5rwla	9	13	disaster	disaster	NN
cord-032684-muh5rwla	9	14	.	.	.
cord-032684-muh5rwla	10	1	Existing	exist	VBG
cord-032684-muh5rwla	10	2	works	work	NNS
cord-032684-muh5rwla	10	3	often	often	RB
cord-032684-muh5rwla	10	4	use	use	VBP
cord-032684-muh5rwla	10	5	features	feature	NNS
cord-032684-muh5rwla	10	6	and	and	CC
cord-032684-muh5rwla	10	7	appropriate	appropriate	JJ
cord-032684-muh5rwla	10	8	machine	machine	NN
cord-032684-muh5rwla	10	9	learning	learn	VBG
cord-032684-muh5rwla	10	10	algorithms	algorithm	NNS
cord-032684-muh5rwla	10	11	on	on	IN
cord-032684-muh5rwla	10	12	several	several	JJ
cord-032684-muh5rwla	10	13	Natural	Natural	NNP
cord-032684-muh5rwla	10	14	Language	Language	NNP
cord-032684-muh5rwla	10	15	Processing	Processing	NNP
cord-032684-muh5rwla	10	16	(	(	-LRB-
cord-032684-muh5rwla	10	17	NLP	NLP	NNP
cord-032684-muh5rwla	10	18	)	)	-RRB-
cord-032684-muh5rwla	10	19	tasks	task	NNS
cord-032684-muh5rwla	10	20	.	.	.
cord-032684-muh5rwla	11	1	Recently	recently	RB
cord-032684-muh5rwla	11	2	,	,	,
cord-032684-muh5rwla	11	3	there	there	EX
cord-032684-muh5rwla	11	4	is	be	VBZ
cord-032684-muh5rwla	11	5	a	a	DT
cord-032684-muh5rwla	11	6	wide	wide	JJ
cord-032684-muh5rwla	11	7	use	use	NN
cord-032684-muh5rwla	11	8	of	of	IN
cord-032684-muh5rwla	11	9	Convolutional	Convolutional	NNP
cord-032684-muh5rwla	11	10	Neural	Neural	NNP
cord-032684-muh5rwla	11	11	Networks	Networks	NNP
cord-032684-muh5rwla	11	12	(	(	-LRB-
cord-032684-muh5rwla	11	13	CNN	CNN	NNP
cord-032684-muh5rwla	11	14	)	)	-RRB-
cord-032684-muh5rwla	11	15	in	in	IN
cord-032684-muh5rwla	11	16	text	text	NN
cord-032684-muh5rwla	11	17	classification	classification	NN
cord-032684-muh5rwla	11	18	problems	problem	NNS
cord-032684-muh5rwla	11	19	.	.	.
cord-032684-muh5rwla	12	1	However	however	RB
cord-032684-muh5rwla	12	2	,	,	,
cord-032684-muh5rwla	12	3	it	-PRON-	PRP
cord-032684-muh5rwla	12	4	requires	require	VBZ
cord-032684-muh5rwla	12	5	a	a	DT
cord-032684-muh5rwla	12	6	large	large	JJ
cord-032684-muh5rwla	12	7	amount	amount	NN
cord-032684-muh5rwla	12	8	of	of	IN
cord-032684-muh5rwla	12	9	manual	manual	JJ
cord-032684-muh5rwla	12	10	labeled	label	VBN
cord-032684-muh5rwla	12	11	data	datum	NNS
cord-032684-muh5rwla	12	12	.	.	.
cord-032684-muh5rwla	13	1	There	there	EX
cord-032684-muh5rwla	13	2	is	be	VBZ
cord-032684-muh5rwla	13	3	no	no	DT
cord-032684-muh5rwla	13	4	such	such	JJ
cord-032684-muh5rwla	13	5	large	large	JJ
cord-032684-muh5rwla	13	6	labeled	label	VBN
cord-032684-muh5rwla	13	7	data	data	NN
cord-032684-muh5rwla	13	8	is	be	VBZ
cord-032684-muh5rwla	13	9	available	available	JJ
cord-032684-muh5rwla	13	10	for	for	IN
cord-032684-muh5rwla	13	11	NAR	NAR	NNP
cord-032684-muh5rwla	13	12	tweets	tweet	NNS
cord-032684-muh5rwla	13	13	during	during	IN
cord-032684-muh5rwla	13	14	a	a	DT
cord-032684-muh5rwla	13	15	disaster	disaster	NN
cord-032684-muh5rwla	13	16	.	.	.
cord-032684-muh5rwla	14	1	To	to	TO
cord-032684-muh5rwla	14	2	overcome	overcome	VB
cord-032684-muh5rwla	14	3	this	this	DT
cord-032684-muh5rwla	14	4	problem	problem	NN
cord-032684-muh5rwla	14	5	,	,	,
cord-032684-muh5rwla	14	6	stacking	stack	VBG
cord-032684-muh5rwla	14	7	of	of	IN
cord-032684-muh5rwla	14	8	Convolutional	Convolutional	NNP
cord-032684-muh5rwla	14	9	Neural	Neural	NNP
cord-032684-muh5rwla	14	10	Networks	Networks	NNP
cord-032684-muh5rwla	14	11	with	with	IN
cord-032684-muh5rwla	14	12	traditional	traditional	JJ
cord-032684-muh5rwla	14	13	feature	feature	NN
cord-032684-muh5rwla	14	14	based	base	VBN
cord-032684-muh5rwla	14	15	classifiers	classifier	NNS
cord-032684-muh5rwla	14	16	is	be	VBZ
cord-032684-muh5rwla	14	17	proposed	propose	VBN
cord-032684-muh5rwla	14	18	for	for	IN
cord-032684-muh5rwla	14	19	detecting	detect	VBG
cord-032684-muh5rwla	14	20	the	the	DT
cord-032684-muh5rwla	14	21	NAR	NAR	NNP
cord-032684-muh5rwla	14	22	tweets	tweet	NNS
cord-032684-muh5rwla	14	23	.	.	.
cord-032684-muh5rwla	15	1	In	in	IN
cord-032684-muh5rwla	15	2	our	-PRON-	PRP$
cord-032684-muh5rwla	15	3	approach	approach	NN
cord-032684-muh5rwla	15	4	,	,	,
cord-032684-muh5rwla	15	5	we	-PRON-	PRP
cord-032684-muh5rwla	15	6	propose	propose	VBP
cord-032684-muh5rwla	15	7	several	several	JJ
cord-032684-muh5rwla	15	8	informative	informative	JJ
cord-032684-muh5rwla	15	9	features	feature	NNS
cord-032684-muh5rwla	15	10	such	such	JJ
cord-032684-muh5rwla	15	11	as	as	IN
cord-032684-muh5rwla	15	12	aid	aid	NN
cord-032684-muh5rwla	15	13	,	,	,
cord-032684-muh5rwla	15	14	need	need	VBP
cord-032684-muh5rwla	15	15	,	,	,
cord-032684-muh5rwla	15	16	food	food	NN
cord-032684-muh5rwla	15	17	,	,	,
cord-032684-muh5rwla	15	18	packets	packet	NNS
cord-032684-muh5rwla	15	19	,	,	,
cord-032684-muh5rwla	15	20	earthquake	earthquake	NN
cord-032684-muh5rwla	15	21	,	,	,
cord-032684-muh5rwla	15	22	etc	etc	FW
cord-032684-muh5rwla	15	23	.	.	.
cord-032684-muh5rwla	15	24	are	be	VBP
cord-032684-muh5rwla	15	25	used	use	VBN
cord-032684-muh5rwla	15	26	in	in	IN
cord-032684-muh5rwla	15	27	the	the	DT
cord-032684-muh5rwla	15	28	classifier	classifier	NN
cord-032684-muh5rwla	15	29	and	and	CC
cord-032684-muh5rwla	15	30	CNN	CNN	NNP
cord-032684-muh5rwla	15	31	.	.	.
cord-032684-muh5rwla	16	1	The	the	DT
cord-032684-muh5rwla	16	2	learned	learn	VBN
cord-032684-muh5rwla	16	3	features	feature	VBZ
cord-032684-muh5rwla	16	4	(	(	-LRB-
cord-032684-muh5rwla	16	5	output	output	NN
cord-032684-muh5rwla	16	6	of	of	IN
cord-032684-muh5rwla	16	7	CNN	CNN	NNP
cord-032684-muh5rwla	16	8	and	and	CC
cord-032684-muh5rwla	16	9	classifier	classifier	NN
cord-032684-muh5rwla	16	10	with	with	IN
cord-032684-muh5rwla	16	11	informative	informative	JJ
cord-032684-muh5rwla	16	12	features	feature	NNS
cord-032684-muh5rwla	16	13	)	)	-RRB-
cord-032684-muh5rwla	16	14	are	be	VBP
cord-032684-muh5rwla	16	15	utilized	utilize	VBN
cord-032684-muh5rwla	16	16	in	in	IN
cord-032684-muh5rwla	16	17	another	another	DT
cord-032684-muh5rwla	16	18	classifier	classifier	NN
cord-032684-muh5rwla	16	19	(	(	-LRB-
cord-032684-muh5rwla	16	20	meta	meta	JJ
cord-032684-muh5rwla	16	21	-	-	HYPH
cord-032684-muh5rwla	16	22	classifier	classifier	NN
cord-032684-muh5rwla	16	23	)	)	-RRB-
cord-032684-muh5rwla	16	24	for	for	IN
cord-032684-muh5rwla	16	25	detection	detection	NN
cord-032684-muh5rwla	16	26	of	of	IN
cord-032684-muh5rwla	16	27	NAR	NAR	NNP
cord-032684-muh5rwla	16	28	tweets	tweet	NNS
cord-032684-muh5rwla	16	29	.	.	.
cord-032684-muh5rwla	17	1	The	the	DT
cord-032684-muh5rwla	17	2	classifiers	classifier	NNS
cord-032684-muh5rwla	17	3	such	such	JJ
cord-032684-muh5rwla	17	4	as	as	IN
cord-032684-muh5rwla	17	5	SVM	SVM	NNP
cord-032684-muh5rwla	17	6	,	,	,
cord-032684-muh5rwla	17	7	KNN	KNN	NNP
cord-032684-muh5rwla	17	8	,	,	,
cord-032684-muh5rwla	17	9	Decision	decision	NN
cord-032684-muh5rwla	17	10	tree	tree	NN
cord-032684-muh5rwla	17	11	,	,	,
cord-032684-muh5rwla	17	12	and	and	CC
cord-032684-muh5rwla	17	13	Naive	Naive	NNP
cord-032684-muh5rwla	17	14	Bayes	Bayes	NNP
cord-032684-muh5rwla	17	15	are	be	VBP
cord-032684-muh5rwla	17	16	used	use	VBN
cord-032684-muh5rwla	17	17	in	in	IN
cord-032684-muh5rwla	17	18	the	the	DT
cord-032684-muh5rwla	17	19	proposed	propose	VBN
cord-032684-muh5rwla	17	20	model	model	NN
cord-032684-muh5rwla	17	21	.	.	.
cord-032684-muh5rwla	18	1	From	from	IN
cord-032684-muh5rwla	18	2	the	the	DT
cord-032684-muh5rwla	18	3	experiments	experiment	NNS
cord-032684-muh5rwla	18	4	,	,	,
cord-032684-muh5rwla	18	5	we	-PRON-	PRP
cord-032684-muh5rwla	18	6	found	find	VBD
cord-032684-muh5rwla	18	7	that	that	IN
cord-032684-muh5rwla	18	8	the	the	DT
cord-032684-muh5rwla	18	9	usage	usage	NN
cord-032684-muh5rwla	18	10	of	of	IN
cord-032684-muh5rwla	18	11	KNN	KNN	NNP
cord-032684-muh5rwla	18	12	(	(	-LRB-
cord-032684-muh5rwla	18	13	base	base	NN
cord-032684-muh5rwla	18	14	classifier	classifier	NN
cord-032684-muh5rwla	18	15	)	)	-RRB-
cord-032684-muh5rwla	18	16	and	and	CC
cord-032684-muh5rwla	18	17	SVM	SVM	NNP
cord-032684-muh5rwla	18	18	(	(	-LRB-
cord-032684-muh5rwla	18	19	meta	meta	NNP
cord-032684-muh5rwla	18	20	classifier	classifier	NN
cord-032684-muh5rwla	18	21	)	)	-RRB-
cord-032684-muh5rwla	18	22	with	with	IN
cord-032684-muh5rwla	18	23	the	the	DT
cord-032684-muh5rwla	18	24	combination	combination	NN
cord-032684-muh5rwla	18	25	of	of	IN
cord-032684-muh5rwla	18	26	CNN	CNN	NNP
cord-032684-muh5rwla	18	27	in	in	IN
cord-032684-muh5rwla	18	28	the	the	DT
cord-032684-muh5rwla	18	29	proposed	propose	VBN
cord-032684-muh5rwla	18	30	model	model	NN
cord-032684-muh5rwla	18	31	outperform	outperform	IN
cord-032684-muh5rwla	18	32	the	the	DT
cord-032684-muh5rwla	18	33	other	other	JJ
cord-032684-muh5rwla	18	34	algorithms	algorithm	NNS
cord-032684-muh5rwla	18	35	.	.	.
cord-032684-muh5rwla	19	1	This	this	DT
cord-032684-muh5rwla	19	2	paper	paper	NN
cord-032684-muh5rwla	19	3	uses	use	VBZ
cord-032684-muh5rwla	19	4	2015	2015	CD
cord-032684-muh5rwla	19	5	and	and	CC
cord-032684-muh5rwla	19	6	2016	2016	CD
cord-032684-muh5rwla	19	7	Nepal	Nepal	NNP
cord-032684-muh5rwla	19	8	and	and	CC
cord-032684-muh5rwla	19	9	Italy	Italy	NNP
cord-032684-muh5rwla	19	10	earthquake	earthquake	NN
cord-032684-muh5rwla	19	11	datasets	dataset	NNS
cord-032684-muh5rwla	19	12	for	for	IN
cord-032684-muh5rwla	19	13	experimentation	experimentation	NN
cord-032684-muh5rwla	19	14	.	.	.
cord-032684-muh5rwla	20	1	The	the	DT
cord-032684-muh5rwla	20	2	experimental	experimental	JJ
cord-032684-muh5rwla	20	3	results	result	NNS
cord-032684-muh5rwla	20	4	proved	prove	VBD
cord-032684-muh5rwla	20	5	that	that	IN
cord-032684-muh5rwla	20	6	the	the	DT
cord-032684-muh5rwla	20	7	proposed	propose	VBN
cord-032684-muh5rwla	20	8	model	model	NN
cord-032684-muh5rwla	20	9	achieves	achieve	VBZ
cord-032684-muh5rwla	20	10	the	the	DT
cord-032684-muh5rwla	20	11	best	good	JJS
cord-032684-muh5rwla	20	12	accuracy	accuracy	NN
cord-032684-muh5rwla	20	13	compared	compare	VBN
cord-032684-muh5rwla	20	14	to	to	IN
cord-032684-muh5rwla	20	15	baseline	baseline	JJ
cord-032684-muh5rwla	20	16	methods	method	NNS
cord-032684-muh5rwla	20	17	.	.	.
cord-032684-muh5rwla	21	1	Micro	micro	NN
cord-032684-muh5rwla	21	2	-	-	HYPH
cord-032684-muh5rwla	21	3	blogging	blogge	VBG
cord-032684-muh5rwla	21	4	[	[	-LRB-
cord-032684-muh5rwla	21	5	10	10	CD
cord-032684-muh5rwla	21	6	,	,	,
cord-032684-muh5rwla	21	7	14	14	CD
cord-032684-muh5rwla	21	8	,	,	,
cord-032684-muh5rwla	21	9	36	36	CD
cord-032684-muh5rwla	21	10	,	,	,
cord-032684-muh5rwla	21	11	40	40	CD
cord-032684-muh5rwla	21	12	]	]	-RRB-
cord-032684-muh5rwla	21	13	sites	site	NNS
cord-032684-muh5rwla	21	14	like	like	IN
cord-032684-muh5rwla	21	15	Twitter	Twitter	NNP
cord-032684-muh5rwla	21	16	,	,	,
cord-032684-muh5rwla	21	17	Facebook	Facebook	NNP
cord-032684-muh5rwla	21	18	,	,	,
cord-032684-muh5rwla	21	19	Instagram	Instagram	NNP
cord-032684-muh5rwla	21	20	,	,	,
cord-032684-muh5rwla	21	21	etc	etc	FW
cord-032684-muh5rwla	21	22	.	.	.
cord-032684-muh5rwla	22	1	are	be	VBP
cord-032684-muh5rwla	22	2	helpful	helpful	JJ
cord-032684-muh5rwla	22	3	for	for	IN
cord-032684-muh5rwla	22	4	collecting	collect	VBG
cord-032684-muh5rwla	22	5	situational	situational	JJ
cord-032684-muh5rwla	22	6	information	information	NN
cord-032684-muh5rwla	22	7	[	[	-LRB-
cord-032684-muh5rwla	22	8	13	13	CD
cord-032684-muh5rwla	22	9	]	]	-RRB-
cord-032684-muh5rwla	22	10	during	during	IN
cord-032684-muh5rwla	22	11	a	a	DT
cord-032684-muh5rwla	22	12	disaster	disaster	NN
cord-032684-muh5rwla	22	13	like	like	IN
cord-032684-muh5rwla	22	14	an	an	DT
cord-032684-muh5rwla	22	15	earthquake	earthquake	NN
cord-032684-muh5rwla	22	16	,	,	,
cord-032684-muh5rwla	22	17	floods	flood	NNS
cord-032684-muh5rwla	22	18	,	,	,
cord-032684-muh5rwla	22	19	disease	disease	NN
cord-032684-muh5rwla	22	20	outbreaks	outbreak	NNS
cord-032684-muh5rwla	22	21	[	[	-LRB-
cord-032684-muh5rwla	22	22	25	25	CD
cord-032684-muh5rwla	22	23	]	]	-RRB-
cord-032684-muh5rwla	22	24	,	,	,
cord-032684-muh5rwla	22	25	etc	etc	FW
cord-032684-muh5rwla	22	26	.	.	.
cord-032684-muh5rwla	23	1	During	during	IN
cord-032684-muh5rwla	23	2	these	these	DT
cord-032684-muh5rwla	23	3	events	event	NNS
cord-032684-muh5rwla	23	4	,	,	,
cord-032684-muh5rwla	23	5	minor	minor	JJ
cord-032684-muh5rwla	23	6	tweets	tweet	NNS
cord-032684-muh5rwla	23	7	are	be	VBP
cord-032684-muh5rwla	23	8	posted	post	VBN
cord-032684-muh5rwla	23	9	relevant	relevant	JJ
cord-032684-muh5rwla	23	10	to	to	IN
cord-032684-muh5rwla	23	11	the	the	DT
cord-032684-muh5rwla	23	12	specific	specific	JJ
cord-032684-muh5rwla	23	13	classes	class	NNS
cord-032684-muh5rwla	23	14	such	such	JJ
cord-032684-muh5rwla	23	15	as	as	IN
cord-032684-muh5rwla	23	16	infrastructure	infrastructure	NN
cord-032684-muh5rwla	23	17	damage	damage	NN
cord-032684-muh5rwla	23	18	,	,	,
cord-032684-muh5rwla	23	19	resources	resource	NNS
cord-032684-muh5rwla	23	20	[	[	-LRB-
cord-032684-muh5rwla	23	21	6	6	CD
cord-032684-muh5rwla	23	22	,	,	,
cord-032684-muh5rwla	23	23	33	33	CD
cord-032684-muh5rwla	23	24	]	]	-RRB-
cord-032684-muh5rwla	23	25	,	,	,
cord-032684-muh5rwla	23	26	service	service	NN
cord-032684-muh5rwla	23	27	requests	request	NNS
cord-032684-muh5rwla	23	28	[	[	-LRB-
cord-032684-muh5rwla	23	29	24	24	CD
cord-032684-muh5rwla	23	30	]	]	-RRB-
cord-032684-muh5rwla	23	31	,	,	,
cord-032684-muh5rwla	23	32	etc	etc	FW
cord-032684-muh5rwla	23	33	.	.	FW
cord-032684-muh5rwla	23	34	,	,	,
cord-032684-muh5rwla	23	35	and	and	CC
cord-032684-muh5rwla	23	36	also	also	RB
cord-032684-muh5rwla	23	37	spam	spam	VB
cord-032684-muh5rwla	23	38	tweets	tweet	NNS
cord-032684-muh5rwla	23	39	,	,	,
cord-032684-muh5rwla	23	40	communal	communal	JJ
cord-032684-muh5rwla	23	41	tweets	tweet	NNS
cord-032684-muh5rwla	23	42	and	and	CC
cord-032684-muh5rwla	23	43	emotion	emotion	NN
cord-032684-muh5rwla	23	44	information	information	NN
cord-032684-muh5rwla	23	45	are	be	VBP
cord-032684-muh5rwla	23	46	posted	post	VBN
cord-032684-muh5rwla	23	47	[	[	-LRB-
cord-032684-muh5rwla	23	48	8	8	CD
cord-032684-muh5rwla	23	49	,	,	,
cord-032684-muh5rwla	23	50	16	16	CD
cord-032684-muh5rwla	23	51	,	,	,
cord-032684-muh5rwla	23	52	17	17	CD
cord-032684-muh5rwla	23	53	,	,	,
cord-032684-muh5rwla	23	54	19	19	CD
cord-032684-muh5rwla	23	55	,	,	,
cord-032684-muh5rwla	23	56	31	31	CD
cord-032684-muh5rwla	23	57	,	,	,
cord-032684-muh5rwla	23	58	38	38	CD
cord-032684-muh5rwla	23	59	]	]	-RRB-
cord-032684-muh5rwla	23	60	.	.	.
cord-032684-muh5rwla	24	1	Therefore	therefore	RB
cord-032684-muh5rwla	24	2	,	,	,
cord-032684-muh5rwla	24	3	it	-PRON-	PRP
cord-032684-muh5rwla	24	4	is	be	VBZ
cord-032684-muh5rwla	24	5	required	require	VBN
cord-032684-muh5rwla	24	6	to	to	TO
cord-032684-muh5rwla	24	7	design	design	VB
cord-032684-muh5rwla	24	8	the	the	DT
cord-032684-muh5rwla	24	9	powerful	powerful	JJ
cord-032684-muh5rwla	24	10	methodologies	methodology	NNS
cord-032684-muh5rwla	24	11	for	for	IN
cord-032684-muh5rwla	24	12	the	the	DT
cord-032684-muh5rwla	24	13	detection	detection	NN
cord-032684-muh5rwla	24	14	of	of	IN
cord-032684-muh5rwla	24	15	specific	specific	JJ
cord-032684-muh5rwla	24	16	class	class	NN
cord-032684-muh5rwla	24	17	tweets	tweet	NNS
cord-032684-muh5rwla	24	18	(	(	-LRB-
cord-032684-muh5rwla	24	19	like	like	IN
cord-032684-muh5rwla	24	20	Need	need	NN
cord-032684-muh5rwla	24	21	,	,	,
cord-032684-muh5rwla	24	22	Availability	availability	NN
cord-032684-muh5rwla	24	23	of	of	IN
cord-032684-muh5rwla	24	24	resources	resource	NNS
cord-032684-muh5rwla	24	25	,	,	,
cord-032684-muh5rwla	24	26	etc	etc	FW
cord-032684-muh5rwla	24	27	.	.	.
cord-032684-muh5rwla	24	28	)	)	-RRB-
cord-032684-muh5rwla	24	29	,	,	,
cord-032684-muh5rwla	24	30	so	so	IN
cord-032684-muh5rwla	24	31	that	that	IN
cord-032684-muh5rwla	24	32	relevant	relevant	JJ
cord-032684-muh5rwla	24	33	tweets	tweet	NNS
cord-032684-muh5rwla	24	34	can	can	MD
cord-032684-muh5rwla	24	35	be	be	VB
cord-032684-muh5rwla	24	36	automatically	automatically	RB
cord-032684-muh5rwla	24	37	detected	detect	VBN
cord-032684-muh5rwla	24	38	from	from	IN
cord-032684-muh5rwla	24	39	the	the	DT
cord-032684-muh5rwla	24	40	large	large	JJ
cord-032684-muh5rwla	24	41	set	set	NN
cord-032684-muh5rwla	24	42	of	of	IN
cord-032684-muh5rwla	24	43	tweets	tweet	NNS
cord-032684-muh5rwla	24	44	.	.	.
cord-032684-muh5rwla	25	1	The	the	DT
cord-032684-muh5rwla	25	2	detection	detection	NN
cord-032684-muh5rwla	25	3	of	of	IN
cord-032684-muh5rwla	25	4	specific	specific	JJ
cord-032684-muh5rwla	25	5	class	class	NN
cord-032684-muh5rwla	25	6	tweets	tweet	NNS
cord-032684-muh5rwla	25	7	[	[	-LRB-
cord-032684-muh5rwla	25	8	1	1	CD
cord-032684-muh5rwla	25	9	,	,	,
cord-032684-muh5rwla	25	10	11	11	CD
cord-032684-muh5rwla	25	11	,	,	,
cord-032684-muh5rwla	25	12	21	21	CD
cord-032684-muh5rwla	25	13	,	,	,
cord-032684-muh5rwla	25	14	35	35	CD
cord-032684-muh5rwla	25	15	]	]	-RRB-
cord-032684-muh5rwla	25	16	has	have	VBZ
cord-032684-muh5rwla	25	17	received	receive	VBN
cord-032684-muh5rwla	25	18	much	much	JJ
cord-032684-muh5rwla	25	19	attention	attention	NN
cord-032684-muh5rwla	25	20	in	in	IN
cord-032684-muh5rwla	25	21	the	the	DT
cord-032684-muh5rwla	25	22	last	last	JJ
cord-032684-muh5rwla	25	23	two	two	CD
cord-032684-muh5rwla	25	24	years	year	NNS
cord-032684-muh5rwla	25	25	.	.	.
cord-032684-muh5rwla	26	1	In	in	IN
cord-032684-muh5rwla	26	2	the	the	DT
cord-032684-muh5rwla	26	3	next	next	JJ
cord-032684-muh5rwla	26	4	few	few	JJ
cord-032684-muh5rwla	26	5	years	year	NNS
cord-032684-muh5rwla	26	6	,	,	,
cord-032684-muh5rwla	26	7	the	the	DT
cord-032684-muh5rwla	26	8	detection	detection	NN
cord-032684-muh5rwla	26	9	of	of	IN
cord-032684-muh5rwla	26	10	specific	specific	JJ
cord-032684-muh5rwla	26	11	class	class	NN
cord-032684-muh5rwla	26	12	tweets	tweet	NNS
cord-032684-muh5rwla	26	13	is	be	VBZ
cord-032684-muh5rwla	26	14	likely	likely	JJ
cord-032684-muh5rwla	26	15	to	to	TO
cord-032684-muh5rwla	26	16	become	become	VB
cord-032684-muh5rwla	26	17	more	more	RBR
cord-032684-muh5rwla	26	18	important	important	JJ
cord-032684-muh5rwla	26	19	in	in	IN
cord-032684-muh5rwla	26	20	social	social	JJ
cord-032684-muh5rwla	26	21	media	medium	NNS
cord-032684-muh5rwla	26	22	.	.	.
cord-032684-muh5rwla	27	1	Specifically	specifically	RB
cord-032684-muh5rwla	27	2	,	,	,
cord-032684-muh5rwla	27	3	the	the	DT
cord-032684-muh5rwla	27	4	detection	detection	NN
cord-032684-muh5rwla	27	5	of	of	IN
cord-032684-muh5rwla	27	6	two	two	CD
cord-032684-muh5rwla	27	7	types	type	NNS
cord-032684-muh5rwla	27	8	of	of	IN
cord-032684-muh5rwla	27	9	tweets	tweet	NNS
cord-032684-muh5rwla	27	10	contains	contain	VBZ
cord-032684-muh5rwla	27	11	information	information	NN
cord-032684-muh5rwla	27	12	related	relate	VBN
cord-032684-muh5rwla	27	13	to	to	IN
cord-032684-muh5rwla	27	14	Need	need	NN
cord-032684-muh5rwla	27	15	and	and	CC
cord-032684-muh5rwla	27	16	Availability	availability	NN
cord-032684-muh5rwla	27	17	of	of	IN
cord-032684-muh5rwla	27	18	resources	resource	NNS
cord-032684-muh5rwla	27	19	is	be	VBZ
cord-032684-muh5rwla	27	20	a	a	DT
cord-032684-muh5rwla	27	21	challenging	challenging	JJ
cord-032684-muh5rwla	27	22	task	task	NN
cord-032684-muh5rwla	27	23	.	.	.
cord-032684-muh5rwla	28	1	During	during	IN
cord-032684-muh5rwla	28	2	the	the	DT
cord-032684-muh5rwla	28	3	disaster	disaster	NN
cord-032684-muh5rwla	28	4	,	,	,
cord-032684-muh5rwla	28	5	victims	victim	NNS
cord-032684-muh5rwla	28	6	post	post	VBP
cord-032684-muh5rwla	28	7	tweets	tweet	NNS
cord-032684-muh5rwla	28	8	with	with	IN
cord-032684-muh5rwla	28	9	information	information	NN
cord-032684-muh5rwla	28	10	such	such	JJ
cord-032684-muh5rwla	28	11	as	as	IN
cord-032684-muh5rwla	28	12	where	where	WRB
cord-032684-muh5rwla	28	13	essential	essential	JJ
cord-032684-muh5rwla	28	14	resources	resource	NNS
cord-032684-muh5rwla	28	15	such	such	JJ
cord-032684-muh5rwla	28	16	as	as	IN
cord-032684-muh5rwla	28	17	food	food	NN
cord-032684-muh5rwla	28	18	,	,	,
cord-032684-muh5rwla	28	19	water	water	NN
cord-032684-muh5rwla	28	20	,	,	,
cord-032684-muh5rwla	28	21	medical	medical	JJ
cord-032684-muh5rwla	28	22	aid	aid	NN
cord-032684-muh5rwla	28	23	,	,	,
cord-032684-muh5rwla	28	24	shelter	shelter	NN
cord-032684-muh5rwla	28	25	,	,	,
cord-032684-muh5rwla	28	26	etc	etc	FW
cord-032684-muh5rwla	28	27	.	.	.
cord-032684-muh5rwla	28	28	are	be	VBP
cord-032684-muh5rwla	28	29	needed	need	VBN
cord-032684-muh5rwla	28	30	or	or	CC
cord-032684-muh5rwla	28	31	required	require	VBN
cord-032684-muh5rwla	28	32	.	.	.
cord-032684-muh5rwla	29	1	Similarly	similarly	RB
cord-032684-muh5rwla	29	2	,	,	,
cord-032684-muh5rwla	29	3	humanitarian	humanitarian	JJ
cord-032684-muh5rwla	29	4	organizations	organization	NNS
cord-032684-muh5rwla	29	5	post	post	VBP
cord-032684-muh5rwla	29	6	tweets	tweet	NNS
cord-032684-muh5rwla	29	7	with	with	IN
cord-032684-muh5rwla	29	8	information	information	NN
cord-032684-muh5rwla	29	9	such	such	JJ
cord-032684-muh5rwla	29	10	as	as	IN
cord-032684-muh5rwla	29	11	where	where	WRB
cord-032684-muh5rwla	29	12	specific	specific	JJ
cord-032684-muh5rwla	29	13	resources	resource	NNS
cord-032684-muh5rwla	29	14	such	such	JJ
cord-032684-muh5rwla	29	15	as	as	IN
cord-032684-muh5rwla	29	16	medical	medical	JJ
cord-032684-muh5rwla	29	17	resources	resource	NNS
cord-032684-muh5rwla	29	18	,	,	,
cord-032684-muh5rwla	29	19	food	food	NN
cord-032684-muh5rwla	29	20	,	,	,
cord-032684-muh5rwla	29	21	water	water	NN
cord-032684-muh5rwla	29	22	packets	packet	NNS
cord-032684-muh5rwla	29	23	,	,	,
cord-032684-muh5rwla	29	24	etc	etc	FW
cord-032684-muh5rwla	29	25	.	.	FW
cord-032684-muh5rwla	29	26	,	,	,
cord-032684-muh5rwla	29	27	are	be	VBP
cord-032684-muh5rwla	29	28	available	available	JJ
cord-032684-muh5rwla	29	29	in	in	IN
cord-032684-muh5rwla	29	30	the	the	DT
cord-032684-muh5rwla	29	31	affected	affected	JJ
cord-032684-muh5rwla	29	32	area	area	NN
cord-032684-muh5rwla	29	33	.	.	.
cord-032684-muh5rwla	30	1	Examples	example	NNS
cord-032684-muh5rwla	30	2	of	of	IN
cord-032684-muh5rwla	30	3	Need	need	NN
cord-032684-muh5rwla	30	4	and	and	CC
cord-032684-muh5rwla	30	5	Availability	availability	NN
cord-032684-muh5rwla	30	6	of	of	IN
cord-032684-muh5rwla	30	7	Resource	resource	NN
cord-032684-muh5rwla	30	8	tweets	tweet	NNS
cord-032684-muh5rwla	30	9	are	be	VBP
cord-032684-muh5rwla	30	10	shown	show	VBN
cord-032684-muh5rwla	30	11	in	in	IN
cord-032684-muh5rwla	30	12	Table	Table	NNP
cord-032684-muh5rwla	30	13	1	1	CD
cord-032684-muh5rwla	30	14	.	.	.
cord-032684-muh5rwla	31	1	The	the	DT
cord-032684-muh5rwla	31	2	first	first	JJ
cord-032684-muh5rwla	31	3	four	four	CD
cord-032684-muh5rwla	31	4	tweets	tweet	NNS
cord-032684-muh5rwla	31	5	represent	represent	VBP
cord-032684-muh5rwla	31	6	the	the	DT
cord-032684-muh5rwla	31	7	need	need	NN
cord-032684-muh5rwla	31	8	for	for	IN
cord-032684-muh5rwla	31	9	resources	resource	NNS
cord-032684-muh5rwla	31	10	such	such	JJ
cord-032684-muh5rwla	31	11	as	as	IN
cord-032684-muh5rwla	31	12	mobile	mobile	JJ
cord-032684-muh5rwla	31	13	hospitals	hospital	NNS
cord-032684-muh5rwla	31	14	,	,	,
cord-032684-muh5rwla	31	15	password	password	NN
cord-032684-muh5rwla	31	16	-	-	HYPH
cord-032684-muh5rwla	31	17	free	free	JJ
cord-032684-muh5rwla	31	18	Wi	Wi	NNP
cord-032684-muh5rwla	31	19	-	-	HYPH
cord-032684-muh5rwla	31	20	Fi	Fi	NNP
cord-032684-muh5rwla	31	21	,	,	,
cord-032684-muh5rwla	31	22	blood	blood	NN
cord-032684-muh5rwla	31	23	and	and	CC
cord-032684-muh5rwla	31	24	ambulances	ambulance	NNS
cord-032684-muh5rwla	31	25	.	.	.
cord-032684-muh5rwla	32	1	The	the	DT
cord-032684-muh5rwla	32	2	next	next	JJ
cord-032684-muh5rwla	32	3	four	four	CD
cord-032684-muh5rwla	32	4	tweets	tweet	NNS
cord-032684-muh5rwla	32	5	reflect	reflect	VBP
cord-032684-muh5rwla	32	6	the	the	DT
cord-032684-muh5rwla	32	7	availability	availability	NN
cord-032684-muh5rwla	32	8	of	of	IN
cord-032684-muh5rwla	32	9	information	information	NN
cord-032684-muh5rwla	32	10	on	on	IN
cord-032684-muh5rwla	32	11	resources	resource	NNS
cord-032684-muh5rwla	32	12	such	such	JJ
cord-032684-muh5rwla	32	13	as	as	IN
cord-032684-muh5rwla	32	14	the	the	DT
cord-032684-muh5rwla	32	15	Italian	italian	JJ
cord-032684-muh5rwla	32	16	Army	Army	NNP
cord-032684-muh5rwla	32	17	to	to	TO
cord-032684-muh5rwla	32	18	provide	provide	VB
cord-032684-muh5rwla	32	19	services	service	NNS
cord-032684-muh5rwla	32	20	to	to	IN
cord-032684-muh5rwla	32	21	earthquake	earthquake	NN
cord-032684-muh5rwla	32	22	victims	victim	NNS
cord-032684-muh5rwla	32	23	,	,	,
cord-032684-muh5rwla	32	24	the	the	DT
cord-032684-muh5rwla	32	25	availability	availability	NN
cord-032684-muh5rwla	32	26	of	of	IN
cord-032684-muh5rwla	32	27	shelter	shelter	NN
cord-032684-muh5rwla	32	28	tents	tent	NNS
cord-032684-muh5rwla	32	29	,	,	,
cord-032684-muh5rwla	32	30	money	money	NN
cord-032684-muh5rwla	32	31	and	and	CC
cord-032684-muh5rwla	32	32	ambulances	ambulance	NNS
cord-032684-muh5rwla	32	33	.	.	.
cord-032684-muh5rwla	33	1	However	however	RB
cord-032684-muh5rwla	33	2	,	,	,
cord-032684-muh5rwla	33	3	detection	detection	NN
cord-032684-muh5rwla	33	4	of	of	IN
cord-032684-muh5rwla	33	5	Need	need	NN
cord-032684-muh5rwla	33	6	and	and	CC
cord-032684-muh5rwla	33	7	Availability	availability	NN
cord-032684-muh5rwla	33	8	of	of	IN
cord-032684-muh5rwla	33	9	Resource	resource	NN
cord-032684-muh5rwla	33	10	tweets	tweet	NNS
cord-032684-muh5rwla	33	11	is	be	VBZ
cord-032684-muh5rwla	33	12	very	very	RB
cord-032684-muh5rwla	33	13	beneficial	beneficial	JJ
cord-032684-muh5rwla	33	14	for	for	IN
cord-032684-muh5rwla	33	15	both	both	DT
cord-032684-muh5rwla	33	16	humanitarian	humanitarian	JJ
cord-032684-muh5rwla	33	17	organizations	organization	NNS
cord-032684-muh5rwla	33	18	and	and	CC
cord-032684-muh5rwla	33	19	victims	victim	NNS
cord-032684-muh5rwla	33	20	during	during	IN
cord-032684-muh5rwla	33	21	the	the	DT
cord-032684-muh5rwla	33	22	disaster	disaster	NN
cord-032684-muh5rwla	33	23	.	.	.
cord-032684-muh5rwla	34	1	The	the	DT
cord-032684-muh5rwla	34	2	main	main	JJ
cord-032684-muh5rwla	34	3	objective	objective	NN
cord-032684-muh5rwla	34	4	of	of	IN
cord-032684-muh5rwla	34	5	this	this	DT
cord-032684-muh5rwla	34	6	work	work	NN
cord-032684-muh5rwla	34	7	is	be	VBZ
cord-032684-muh5rwla	34	8	to	to	TO
cord-032684-muh5rwla	34	9	assist	assist	VB
cord-032684-muh5rwla	34	10	the	the	DT
cord-032684-muh5rwla	34	11	victims	victim	NNS
cord-032684-muh5rwla	34	12	and	and	CC
cord-032684-muh5rwla	34	13	humanitarian	humanitarian	JJ
cord-032684-muh5rwla	34	14	organizations	organization	NNS
cord-032684-muh5rwla	34	15	in	in	IN
cord-032684-muh5rwla	34	16	the	the	DT
cord-032684-muh5rwla	34	17	event	event	NN
cord-032684-muh5rwla	34	18	of	of	IN
cord-032684-muh5rwla	34	19	a	a	DT
cord-032684-muh5rwla	34	20	disaster	disaster	NN
cord-032684-muh5rwla	34	21	by	by	IN
cord-032684-muh5rwla	34	22	designing	design	VBG
cord-032684-muh5rwla	34	23	a	a	DT
cord-032684-muh5rwla	34	24	method	method	NN
cord-032684-muh5rwla	34	25	for	for	IN
cord-032684-muh5rwla	34	26	automatic	automatic	JJ
cord-032684-muh5rwla	34	27	identification	identification	NN
cord-032684-muh5rwla	34	28	of	of	IN
cord-032684-muh5rwla	34	29	Need	need	NN
cord-032684-muh5rwla	34	30	and	and	CC
cord-032684-muh5rwla	34	31	Availability	availability	NN
cord-032684-muh5rwla	34	32	of	of	IN
cord-032684-muh5rwla	34	33	Resource	resource	NN
cord-032684-muh5rwla	34	34	tweets	tweet	NNS
cord-032684-muh5rwla	34	35	(	(	-LRB-
cord-032684-muh5rwla	34	36	NAR	NAR	NNP
cord-032684-muh5rwla	34	37	)	)	-RRB-
cord-032684-muh5rwla	34	38	from	from	IN
cord-032684-muh5rwla	34	39	Twitter	Twitter	NNP
cord-032684-muh5rwla	34	40	.	.	.
cord-032684-muh5rwla	35	1	The	the	DT
cord-032684-muh5rwla	35	2	problem	problem	NN
cord-032684-muh5rwla	35	3	of	of	IN
cord-032684-muh5rwla	35	4	detecting	detect	VBG
cord-032684-muh5rwla	35	5	NAR	NAR	NNP
cord-032684-muh5rwla	35	6	tweets	tweet	NNS
cord-032684-muh5rwla	35	7	can	can	MD
cord-032684-muh5rwla	35	8	be	be	VB
cord-032684-muh5rwla	35	9	treated	treat	VBN
cord-032684-muh5rwla	35	10	as	as	IN
cord-032684-muh5rwla	35	11	a	a	DT
cord-032684-muh5rwla	35	12	multi	multi	JJ
cord-032684-muh5rwla	35	13	-	-	JJ
cord-032684-muh5rwla	35	14	classification	classification	JJ
cord-032684-muh5rwla	35	15	problem	problem	NN
cord-032684-muh5rwla	35	16	.	.	.
cord-032684-muh5rwla	36	1	The	the	DT
cord-032684-muh5rwla	36	2	classes	class	NNS
cord-032684-muh5rwla	36	3	are	be	VBP
cord-032684-muh5rwla	36	4	(	(	-LRB-
cord-032684-muh5rwla	36	5	i	i	NN
cord-032684-muh5rwla	36	6	)	)	-RRB-
cord-032684-muh5rwla	36	7	Need	need	NN
cord-032684-muh5rwla	36	8	of	of	IN
cord-032684-muh5rwla	36	9	resource	resource	NN
cord-032684-muh5rwla	36	10	tweet	tweet	NN
cord-032684-muh5rwla	36	11	(	(	-LRB-
cord-032684-muh5rwla	36	12	ii	ii	NN
cord-032684-muh5rwla	36	13	)	)	-RRB-
cord-032684-muh5rwla	36	14	Availability	availability	NN
cord-032684-muh5rwla	36	15	of	of	IN
cord-032684-muh5rwla	36	16	resource	resource	NN
cord-032684-muh5rwla	36	17	tweet	tweet	NN
cord-032684-muh5rwla	36	18	and	and	CC
cord-032684-muh5rwla	36	19	(	(	-LRB-
cord-032684-muh5rwla	36	20	iii	iii	NN
cord-032684-muh5rwla	36	21	)	)	-RRB-
cord-032684-muh5rwla	36	22	.	.	.
cord-032684-muh5rwla	37	1	None	none	NN
cord-032684-muh5rwla	37	2	of	of	IN
cord-032684-muh5rwla	37	3	both	both	DT
cord-032684-muh5rwla	37	4	.	.	.
cord-032684-muh5rwla	38	1	Only	only	RB
cord-032684-muh5rwla	38	2	a	a	DT
cord-032684-muh5rwla	38	3	few	few	JJ
cord-032684-muh5rwla	38	4	existing	exist	VBG
cord-032684-muh5rwla	38	5	works	work	NNS
cord-032684-muh5rwla	38	6	[	[	-LRB-
cord-032684-muh5rwla	38	7	1	1	CD
cord-032684-muh5rwla	38	8	,	,	,
cord-032684-muh5rwla	38	9	3	3	CD
cord-032684-muh5rwla	38	10	,	,	,
cord-032684-muh5rwla	38	11	11	11	CD
cord-032684-muh5rwla	38	12	]	]	-RRB-
cord-032684-muh5rwla	38	13	are	be	VBP
cord-032684-muh5rwla	38	14	only	only	RB
cord-032684-muh5rwla	38	15	focused	focus	VBN
cord-032684-muh5rwla	38	16	on	on	IN
cord-032684-muh5rwla	38	17	extracting	extract	VBG
cord-032684-muh5rwla	38	18	the	the	DT
cord-032684-muh5rwla	38	19	need	need	NN
cord-032684-muh5rwla	38	20	and	and	CC
cord-032684-muh5rwla	38	21	availability	availability	NN
cord-032684-muh5rwla	38	22	of	of	IN
cord-032684-muh5rwla	38	23	resource	resource	NN
cord-032684-muh5rwla	38	24	tweets	tweet	NNS
cord-032684-muh5rwla	38	25	during	during	IN
cord-032684-muh5rwla	38	26	the	the	DT
cord-032684-muh5rwla	38	27	disaster	disaster	NN
cord-032684-muh5rwla	38	28	.	.	.
cord-032684-muh5rwla	39	1	Among	among	IN
cord-032684-muh5rwla	39	2	them	-PRON-	PRP
cord-032684-muh5rwla	39	3	,	,	,
cord-032684-muh5rwla	39	4	most	most	JJS
cord-032684-muh5rwla	39	5	of	of	IN
cord-032684-muh5rwla	39	6	the	the	DT
cord-032684-muh5rwla	39	7	works	work	NNS
cord-032684-muh5rwla	39	8	used	use	VBD
cord-032684-muh5rwla	39	9	informationretrieval	informationretrieval	NNP
cord-032684-muh5rwla	39	10	methodologies	methodology	NNS
cord-032684-muh5rwla	39	11	such	such	JJ
cord-032684-muh5rwla	39	12	as	as	IN
cord-032684-muh5rwla	39	13	word2vec	word2vec	NN
cord-032684-muh5rwla	39	14	,	,	,
cord-032684-muh5rwla	39	15	a	a	DT
cord-032684-muh5rwla	39	16	combination	combination	NN
cord-032684-muh5rwla	39	17	of	of	IN
cord-032684-muh5rwla	39	18	word	word	NN
cord-032684-muh5rwla	39	19	embeddings	embedding	NNS
cord-032684-muh5rwla	39	20	and	and	CC
cord-032684-muh5rwla	39	21	character	character	NN
cord-032684-muh5rwla	39	22	embeddings	embedding	NNS
cord-032684-muh5rwla	39	23	,	,	,
cord-032684-muh5rwla	39	24	etc	etc	FW
cord-032684-muh5rwla	39	25	.	.	.
cord-032684-muh5rwla	40	1	Specifically	specifically	RB
cord-032684-muh5rwla	40	2	,	,	,
cord-032684-muh5rwla	40	3	the	the	DT
cord-032684-muh5rwla	40	4	authors	author	NNS
cord-032684-muh5rwla	40	5	in	in	IN
cord-032684-muh5rwla	40	6	[	[	-LRB-
cord-032684-muh5rwla	40	7	3	3	CD
cord-032684-muh5rwla	40	8	]	]	-RRB-
cord-032684-muh5rwla	40	9	used	use	VBD
cord-032684-muh5rwla	40	10	both	both	DT
cord-032684-muh5rwla	40	11	information	information	NN
cord-032684-muh5rwla	40	12	-	-	HYPH
cord-032684-muh5rwla	40	13	retrieval	retrieval	NN
cord-032684-muh5rwla	40	14	methodologies	methodology	NNS
cord-032684-muh5rwla	40	15	and	and	CC
cord-032684-muh5rwla	40	16	classification	classification	NN
cord-032684-muh5rwla	40	17	methodologies	methodology	NNS
cord-032684-muh5rwla	40	18	(	(	-LRB-
cord-032684-muh5rwla	40	19	CNN	CNN	NNP
cord-032684-muh5rwla	40	20	with	with	IN
cord-032684-muh5rwla	40	21	crisis	crisis	NN
cord-032684-muh5rwla	40	22	word	word	NN
cord-032684-muh5rwla	40	23	embeddings	embedding	NNS
cord-032684-muh5rwla	40	24	)	)	-RRB-
cord-032684-muh5rwla	40	25	to	to	TO
cord-032684-muh5rwla	40	26	extract	extract	VB
cord-032684-muh5rwla	40	27	the	the	DT
cord-032684-muh5rwla	40	28	Need	need	NN
cord-032684-muh5rwla	40	29	and	and	CC
cord-032684-muh5rwla	40	30	Availability	availability	NN
cord-032684-muh5rwla	40	31	of	of	IN
cord-032684-muh5rwla	40	32	Resource	resource	NN
cord-032684-muh5rwla	40	33	tweets	tweet	NNS
cord-032684-muh5rwla	40	34	during	during	IN
cord-032684-muh5rwla	40	35	the	the	DT
cord-032684-muh5rwla	40	36	disaster	disaster	NN
cord-032684-muh5rwla	40	37	.	.	.
cord-032684-muh5rwla	41	1	The	the	DT
cord-032684-muh5rwla	41	2	main	main	JJ
cord-032684-muh5rwla	41	3	drawback	drawback	NN
cord-032684-muh5rwla	41	4	of	of	IN
cord-032684-muh5rwla	41	5	CNN	CNN	NNP
cord-032684-muh5rwla	41	6	with	with	IN
cord-032684-muh5rwla	41	7	crisis	crisis	NN
cord-032684-muh5rwla	41	8	embeddings	embedding	NNS
cord-032684-muh5rwla	41	9	is	be	VBZ
cord-032684-muh5rwla	41	10	that	that	IN
cord-032684-muh5rwla	41	11	it	-PRON-	PRP
cord-032684-muh5rwla	41	12	does	do	VBZ
cord-032684-muh5rwla	41	13	not	not	RB
cord-032684-muh5rwla	41	14	work	work	VB
cord-032684-muh5rwla	41	15	well	well	RB
cord-032684-muh5rwla	41	16	if	if	IN
cord-032684-muh5rwla	41	17	the	the	DT
cord-032684-muh5rwla	41	18	number	number	NN
cord-032684-muh5rwla	41	19	of	of	IN
cord-032684-muh5rwla	41	20	training	training	NN
cord-032684-muh5rwla	41	21	tweets	tweet	NNS
cord-032684-muh5rwla	41	22	is	be	VBZ
cord-032684-muh5rwla	41	23	small	small	JJ
cord-032684-muh5rwla	41	24	and	and	CC
cord-032684-muh5rwla	41	25	,	,	,
cord-032684-muh5rwla	41	26	in	in	IN
cord-032684-muh5rwla	41	27	the	the	DT
cord-032684-muh5rwla	41	28	case	case	NN
cord-032684-muh5rwla	41	29	of	of	IN
cord-032684-muh5rwla	41	30	information	information	NN
cord-032684-muh5rwla	41	31	retrieval	retrieval	NN
cord-032684-muh5rwla	41	32	methodologies	methodology	NNS
cord-032684-muh5rwla	41	33	,	,	,
cord-032684-muh5rwla	41	34	keywords	keyword	NNS
cord-032684-muh5rwla	41	35	must	must	MD
cord-032684-muh5rwla	41	36	be	be	VB
cord-032684-muh5rwla	41	37	given	give	VBN
cord-032684-muh5rwla	41	38	manually	manually	RB
cord-032684-muh5rwla	41	39	to	to	TO
cord-032684-muh5rwla	41	40	identify	identify	VB
cord-032684-muh5rwla	41	41	the	the	DT
cord-032684-muh5rwla	41	42	need	need	NN
cord-032684-muh5rwla	41	43	and	and	CC
cord-032684-muh5rwla	41	44	availability	availability	NN
cord-032684-muh5rwla	41	45	of	of	IN
cord-032684-muh5rwla	41	46	resource	resource	NN
cord-032684-muh5rwla	41	47	tweets	tweet	NNS
cord-032684-muh5rwla	41	48	during	during	IN
cord-032684-muh5rwla	41	49	the	the	DT
cord-032684-muh5rwla	41	50	disaster	disaster	NN
cord-032684-muh5rwla	41	51	.	.	.
cord-032684-muh5rwla	42	1	To	to	TO
cord-032684-muh5rwla	42	2	overcome	overcome	VB
cord-032684-muh5rwla	42	3	the	the	DT
cord-032684-muh5rwla	42	4	above	above	RB
cord-032684-muh5rwla	42	5	-	-	HYPH
cord-032684-muh5rwla	42	6	mentioned	mention	VBN
cord-032684-muh5rwla	42	7	issues	issue	NNS
cord-032684-muh5rwla	42	8	,	,	,
cord-032684-muh5rwla	42	9	a	a	DT
cord-032684-muh5rwla	42	10	novel	novel	JJ
cord-032684-muh5rwla	42	11	method	method	NN
cord-032684-muh5rwla	42	12	is	be	VBZ
cord-032684-muh5rwla	42	13	proposed	propose	VBN
cord-032684-muh5rwla	42	14	by	by	IN
cord-032684-muh5rwla	42	15	using	use	VBG
cord-032684-muh5rwla	42	16	the	the	DT
cord-032684-muh5rwla	42	17	stacking	stacking	NN
cord-032684-muh5rwla	42	18	mechanism	mechanism	NN
cord-032684-muh5rwla	42	19	[	[	-LRB-
cord-032684-muh5rwla	42	20	44	44	CD
cord-032684-muh5rwla	42	21	]	]	-RRB-
cord-032684-muh5rwla	42	22	to	to	TO
cord-032684-muh5rwla	42	23	identify	identify	VB
cord-032684-muh5rwla	42	24	NAR	NAR	NNP
cord-032684-muh5rwla	42	25	tweets	tweet	NNS
cord-032684-muh5rwla	42	26	during	during	IN
cord-032684-muh5rwla	42	27	the	the	DT
cord-032684-muh5rwla	42	28	disaster	disaster	NN
cord-032684-muh5rwla	42	29	.	.	.
cord-032684-muh5rwla	43	1	The	the	DT
cord-032684-muh5rwla	43	2	stacking	stacking	NN
cord-032684-muh5rwla	43	3	mechanism	mechanism	NN
cord-032684-muh5rwla	43	4	uses	use	VBZ
cord-032684-muh5rwla	43	5	a	a	DT
cord-032684-muh5rwla	43	6	two	two	CD
cord-032684-muh5rwla	43	7	-	-	HYPH
cord-032684-muh5rwla	43	8	level	level	NN
cord-032684-muh5rwla	43	9	classifiers	classifier	NNS
cord-032684-muh5rwla	43	10	.	.	.
cord-032684-muh5rwla	44	1	The	the	DT
cord-032684-muh5rwla	44	2	first	first	JJ
cord-032684-muh5rwla	44	3	level	level	NN
cord-032684-muh5rwla	44	4	uses	use	VBZ
cord-032684-muh5rwla	44	5	multiple	multiple	JJ
cord-032684-muh5rwla	44	6	classifiers	classifier	NNS
cord-032684-muh5rwla	44	7	and	and	CC
cord-032684-muh5rwla	44	8	the	the	DT
cord-032684-muh5rwla	44	9	classifier	classifier	NN
cord-032684-muh5rwla	44	10	output	output	NN
cord-032684-muh5rwla	44	11	is	be	VBZ
cord-032684-muh5rwla	44	12	used	use	VBN
cord-032684-muh5rwla	44	13	as	as	IN
cord-032684-muh5rwla	44	14	the	the	DT
cord-032684-muh5rwla	44	15	second	second	JJ
cord-032684-muh5rwla	44	16	level	level	NN
cord-032684-muh5rwla	44	17	classifier	classifier	NN
cord-032684-muh5rwla	44	18	input	input	NN
cord-032684-muh5rwla	44	19	,	,	,
cord-032684-muh5rwla	44	20	while	while	IN
cord-032684-muh5rwla	44	21	the	the	DT
cord-032684-muh5rwla	44	22	second	second	JJ
cord-032684-muh5rwla	44	23	level	level	NN
cord-032684-muh5rwla	44	24	uses	use	VBZ
cord-032684-muh5rwla	44	25	only	only	RB
cord-032684-muh5rwla	44	26	one	one	CD
cord-032684-muh5rwla	44	27	classifier	classifier	NN
cord-032684-muh5rwla	44	28	.	.	.
cord-032684-muh5rwla	44	29	 	 	_SP
cord-032684-muh5rwla	45	1	Search	search	NN
cord-032684-muh5rwla	45	2	and	and	CC
cord-032684-muh5rwla	45	3	rescue	rescue	VB
cord-032684-muh5rwla	45	4	dogs	dog	NNS
cord-032684-muh5rwla	45	5	20	20	CD
cord-032684-muh5rwla	45	6	ambulances	ambulance	NNS
cord-032684-muh5rwla	45	7	on	on	IN
cord-032684-muh5rwla	45	8	the	the	DT
cord-032684-muh5rwla	45	9	ground	ground	NN
cord-032684-muh5rwla	45	10	in	in	IN
cord-032684-muh5rwla	45	11	#	#	$
cord-032684-muh5rwla	45	12	Perugia	Perugia	NNP
cord-032684-muh5rwla	45	13	following	follow	VBG
cord-032684-muh5rwla	45	14	#	#	VBG
cord-032684-muh5rwla	45	15	earthquake	earthquake	NN
cord-032684-muh5rwla	45	16	volunteers	volunteer	NNS
cord-032684-muh5rwla	45	17	from	from	IN
cord-032684-muh5rwla	45	18	@crocerossa	@crocerossa	NNP
cord-032684-muh5rwla	45	19	on	on	IN
cord-032684-muh5rwla	45	20	the	the	DT
cord-032684-muh5rwla	45	21	scene	scene	NN
cord-032684-muh5rwla	45	22	.	.	.
cord-032684-muh5rwla	46	1	The	the	DT
cord-032684-muh5rwla	46	2	stacking	stacking	NN
cord-032684-muh5rwla	46	3	method	method	NN
cord-032684-muh5rwla	46	4	does	do	VBZ
cord-032684-muh5rwla	46	5	not	not	RB
cord-032684-muh5rwla	46	6	produce	produce	VB
cord-032684-muh5rwla	46	7	improved	improve	VBN
cord-032684-muh5rwla	46	8	results	result	NNS
cord-032684-muh5rwla	46	9	if	if	IN
cord-032684-muh5rwla	46	10	the	the	DT
cord-032684-muh5rwla	46	11	models	model	NNS
cord-032684-muh5rwla	46	12	used	use	VBN
cord-032684-muh5rwla	46	13	in	in	IN
cord-032684-muh5rwla	46	14	the	the	DT
cord-032684-muh5rwla	46	15	stacking	stacking	NN
cord-032684-muh5rwla	46	16	method	method	NN
cord-032684-muh5rwla	46	17	are	be	VBP
cord-032684-muh5rwla	46	18	stable	stable	JJ
cord-032684-muh5rwla	46	19	.	.	.
cord-032684-muh5rwla	47	1	Therefore	therefore	RB
cord-032684-muh5rwla	47	2	,	,	,
cord-032684-muh5rwla	47	3	different	different	JJ
cord-032684-muh5rwla	47	4	models	model	NNS
cord-032684-muh5rwla	47	5	such	such	JJ
cord-032684-muh5rwla	47	6	as	as	IN
cord-032684-muh5rwla	47	7	CNN	CNN	NNP
cord-032684-muh5rwla	47	8	and	and	CC
cord-032684-muh5rwla	47	9	KNN	KNN	NNP
cord-032684-muh5rwla	47	10	classifiers	classifier	NNS
cord-032684-muh5rwla	47	11	with	with	IN
cord-032684-muh5rwla	47	12	domain	domain	NN
cord-032684-muh5rwla	47	13	-	-	HYPH
cord-032684-muh5rwla	47	14	specific	specific	JJ
cord-032684-muh5rwla	47	15	features	feature	NNS
cord-032684-muh5rwla	47	16	are	be	VBP
cord-032684-muh5rwla	47	17	used	use	VBN
cord-032684-muh5rwla	47	18	in	in	IN
cord-032684-muh5rwla	47	19	this	this	DT
cord-032684-muh5rwla	47	20	work	work	NN
cord-032684-muh5rwla	47	21	.	.	.
cord-032684-muh5rwla	48	1	CNN	CNN	NNP
cord-032684-muh5rwla	48	2	is	be	VBZ
cord-032684-muh5rwla	48	3	used	use	VBN
cord-032684-muh5rwla	48	4	to	to	TO
cord-032684-muh5rwla	48	5	capture	capture	VB
cord-032684-muh5rwla	48	6	the	the	DT
cord-032684-muh5rwla	48	7	semantic	semantic	JJ
cord-032684-muh5rwla	48	8	similarity	similarity	NN
cord-032684-muh5rwla	48	9	between	between	IN
cord-032684-muh5rwla	48	10	words	word	NNS
cord-032684-muh5rwla	48	11	,	,	,
cord-032684-muh5rwla	48	12	and	and	CC
cord-032684-muh5rwla	48	13	even	even	RB
cord-032684-muh5rwla	48	14	vocabulary	vocabulary	JJ
cord-032684-muh5rwla	48	15	words	word	NNS
cord-032684-muh5rwla	48	16	are	be	VBP
cord-032684-muh5rwla	48	17	different	different	JJ
cord-032684-muh5rwla	48	18	in	in	IN
cord-032684-muh5rwla	48	19	the	the	DT
cord-032684-muh5rwla	48	20	testing	testing	NN
cord-032684-muh5rwla	48	21	phase	phase	NN
cord-032684-muh5rwla	48	22	.	.	.
cord-032684-muh5rwla	49	1	In	in	IN
cord-032684-muh5rwla	49	2	order	order	NN
cord-032684-muh5rwla	49	3	to	to	TO
cord-032684-muh5rwla	49	4	overcome	overcome	VB
cord-032684-muh5rwla	49	5	the	the	DT
cord-032684-muh5rwla	49	6	problem	problem	NN
cord-032684-muh5rwla	49	7	of	of	IN
cord-032684-muh5rwla	49	8	a	a	DT
cord-032684-muh5rwla	49	9	lower	low	JJR
cord-032684-muh5rwla	49	10	number	number	NN
cord-032684-muh5rwla	49	11	of	of	IN
cord-032684-muh5rwla	49	12	training	training	NN
cord-032684-muh5rwla	49	13	tweets	tweet	NNS
cord-032684-muh5rwla	49	14	,	,	,
cord-032684-muh5rwla	49	15	new	new	JJ
cord-032684-muh5rwla	49	16	features	feature	NNS
cord-032684-muh5rwla	49	17	are	be	VBP
cord-032684-muh5rwla	49	18	proposed	propose	VBN
cord-032684-muh5rwla	49	19	and	and	CC
cord-032684-muh5rwla	49	20	used	use	VBN
cord-032684-muh5rwla	49	21	in	in	IN
cord-032684-muh5rwla	49	22	the	the	DT
cord-032684-muh5rwla	49	23	KNN	KNN	NNP
cord-032684-muh5rwla	49	24	classifier	classifier	NN
cord-032684-muh5rwla	49	25	to	to	TO
cord-032684-muh5rwla	49	26	detect	detect	VB
cord-032684-muh5rwla	49	27	NAR	NAR	NNP
cord-032684-muh5rwla	49	28	tweets	tweet	NNS
cord-032684-muh5rwla	49	29	.	.	.
cord-032684-muh5rwla	50	1	The	the	DT
cord-032684-muh5rwla	50	2	two	two	CD
cord-032684-muh5rwla	50	3	models	model	NNS
cord-032684-muh5rwla	50	4	(	(	-LRB-
cord-032684-muh5rwla	50	5	CNN	CNN	NNP
cord-032684-muh5rwla	50	6	and	and	CC
cord-032684-muh5rwla	50	7	KNN	KNN	NNP
cord-032684-muh5rwla	50	8	classifiers	classifier	NNS
cord-032684-muh5rwla	50	9	with	with	IN
cord-032684-muh5rwla	50	10	proposed	propose	VBN
cord-032684-muh5rwla	50	11	features	feature	NNS
cord-032684-muh5rwla	50	12	)	)	-RRB-
cord-032684-muh5rwla	50	13	have	have	VBP
cord-032684-muh5rwla	50	14	different	different	JJ
cord-032684-muh5rwla	50	15	functionality	functionality	NN
cord-032684-muh5rwla	50	16	for	for	IN
cord-032684-muh5rwla	50	17	the	the	DT
cord-032684-muh5rwla	50	18	detection	detection	NN
cord-032684-muh5rwla	50	19	of	of	IN
cord-032684-muh5rwla	50	20	tweets	tweet	NNS
cord-032684-muh5rwla	50	21	.	.	.
cord-032684-muh5rwla	51	1	The	the	DT
cord-032684-muh5rwla	51	2	output	output	NN
cord-032684-muh5rwla	51	3	of	of	IN
cord-032684-muh5rwla	51	4	these	these	DT
cord-032684-muh5rwla	51	5	two	two	CD
cord-032684-muh5rwla	51	6	models	model	NNS
cord-032684-muh5rwla	51	7	is	be	VBZ
cord-032684-muh5rwla	51	8	given	give	VBN
cord-032684-muh5rwla	51	9	as	as	IN
cord-032684-muh5rwla	51	10	input	input	NN
cord-032684-muh5rwla	51	11	to	to	IN
cord-032684-muh5rwla	51	12	the	the	DT
cord-032684-muh5rwla	51	13	SVM	SVM	NNP
cord-032684-muh5rwla	51	14	(	(	-LRB-
cord-032684-muh5rwla	51	15	second	second	JJ
cord-032684-muh5rwla	51	16	level	level	NN
cord-032684-muh5rwla	51	17	)	)	-RRB-
cord-032684-muh5rwla	51	18	classifier	classifier	NN
cord-032684-muh5rwla	51	19	.	.	.
cord-032684-muh5rwla	52	1	The	the	DT
cord-032684-muh5rwla	52	2	SVM	SVM	NNP
cord-032684-muh5rwla	52	3	classifier	classifier	NN
cord-032684-muh5rwla	52	4	is	be	VBZ
cord-032684-muh5rwla	52	5	trained	train	VBN
cord-032684-muh5rwla	52	6	to	to	TO
cord-032684-muh5rwla	52	7	determine	determine	VB
cord-032684-muh5rwla	52	8	the	the	DT
cord-032684-muh5rwla	52	9	relationship	relationship	NN
cord-032684-muh5rwla	52	10	between	between	IN
cord-032684-muh5rwla	52	11	the	the	DT
cord-032684-muh5rwla	52	12	output	output	NN
cord-032684-muh5rwla	52	13	of	of	IN
cord-032684-muh5rwla	52	14	the	the	DT
cord-032684-muh5rwla	52	15	two	two	CD
cord-032684-muh5rwla	52	16	CNN	CNN	NNP
cord-032684-muh5rwla	52	17	and	and	CC
cord-032684-muh5rwla	52	18	KNN	KNN	NNP
cord-032684-muh5rwla	52	19	classifier	classifier	NN
cord-032684-muh5rwla	52	20	models	model	NNS
cord-032684-muh5rwla	52	21	.	.	.
cord-032684-muh5rwla	53	1	It	-PRON-	PRP
cord-032684-muh5rwla	53	2	gives	give	VBZ
cord-032684-muh5rwla	53	3	the	the	DT
cord-032684-muh5rwla	53	4	final	final	JJ
cord-032684-muh5rwla	53	5	prediction	prediction	NN
cord-032684-muh5rwla	53	6	of	of	IN
cord-032684-muh5rwla	53	7	tweets	tweet	NNS
cord-032684-muh5rwla	53	8	whether	whether	IN
cord-032684-muh5rwla	53	9	a	a	DT
cord-032684-muh5rwla	53	10	tweet	tweet	NN
cord-032684-muh5rwla	53	11	label	label	NN
cord-032684-muh5rwla	53	12	is	be	VBZ
cord-032684-muh5rwla	53	13	a	a	DT
cord-032684-muh5rwla	53	14	resource	resource	NN
cord-032684-muh5rwla	53	15	need	need	NN
cord-032684-muh5rwla	53	16	or	or	CC
cord-032684-muh5rwla	53	17	a	a	DT
cord-032684-muh5rwla	53	18	resource	resource	NN
cord-032684-muh5rwla	53	19	availability	availability	NN
cord-032684-muh5rwla	53	20	or	or	CC
cord-032684-muh5rwla	53	21	none	none	NN
cord-032684-muh5rwla	53	22	.	.	.
cord-032684-muh5rwla	54	1	The	the	DT
cord-032684-muh5rwla	54	2	efficacy	efficacy	NN
cord-032684-muh5rwla	54	3	of	of	IN
cord-032684-muh5rwla	54	4	the	the	DT
cord-032684-muh5rwla	54	5	final	final	JJ
cord-032684-muh5rwla	54	6	prediction	prediction	NN
cord-032684-muh5rwla	54	7	depends	depend	VBZ
cord-032684-muh5rwla	54	8	on	on	IN
cord-032684-muh5rwla	54	9	the	the	DT
cord-032684-muh5rwla	54	10	classifiers	classifier	NNS
cord-032684-muh5rwla	54	11	used	use	VBN
cord-032684-muh5rwla	54	12	in	in	IN
cord-032684-muh5rwla	54	13	level-1	level-1	NNP
cord-032684-muh5rwla	54	14	and	and	CC
cord-032684-muh5rwla	54	15	level-2	level-2	NNP
cord-032684-muh5rwla	54	16	.	.	.
cord-032684-muh5rwla	55	1	The	the	DT
cord-032684-muh5rwla	55	2	reason	reason	NN
cord-032684-muh5rwla	55	3	for	for	IN
cord-032684-muh5rwla	55	4	selecting	select	VBG
cord-032684-muh5rwla	55	5	the	the	DT
cord-032684-muh5rwla	55	6	KNN	KNN	NNP
cord-032684-muh5rwla	55	7	and	and	CC
cord-032684-muh5rwla	55	8	SVM	SVM	NNP
cord-032684-muh5rwla	55	9	classifiers	classifier	NNS
cord-032684-muh5rwla	55	10	as	as	IN
cord-032684-muh5rwla	55	11	first	first	JJ
cord-032684-muh5rwla	55	12	and	and	CC
cord-032684-muh5rwla	55	13	second	second	JJ
cord-032684-muh5rwla	55	14	level	level	NN
cord-032684-muh5rwla	55	15	classifiers	classifier	NNS
cord-032684-muh5rwla	55	16	is	be	VBZ
cord-032684-muh5rwla	55	17	clearly	clearly	RB
cord-032684-muh5rwla	55	18	explained	explain	VBN
cord-032684-muh5rwla	55	19	in	in	IN
cord-032684-muh5rwla	55	20	Sections	section	NNS
cord-032684-muh5rwla	55	21	4.4.2	4.4.2	CD
cord-032684-muh5rwla	55	22	and	and	CC
cord-032684-muh5rwla	55	23	4.5.2	4.5.2	CD
cord-032684-muh5rwla	55	24	.	.	.
cord-032684-muh5rwla	56	1	The	the	DT
cord-032684-muh5rwla	56	2	main	main	JJ
cord-032684-muh5rwla	56	3	contributions	contribution	NNS
cord-032684-muh5rwla	56	4	are	be	VBP
cord-032684-muh5rwla	56	5	summarized	summarize	VBN
cord-032684-muh5rwla	56	6	as	as	IN
cord-032684-muh5rwla	56	7	:	:	:
cord-032684-muh5rwla	56	8	This	this	DT
cord-032684-muh5rwla	56	9	paper	paper	NN
cord-032684-muh5rwla	56	10	is	be	VBZ
cord-032684-muh5rwla	56	11	organized	organize	VBN
cord-032684-muh5rwla	56	12	as	as	IN
cord-032684-muh5rwla	56	13	follows	follow	NNS
cord-032684-muh5rwla	56	14	.	.	.
cord-032684-muh5rwla	57	1	The	the	DT
cord-032684-muh5rwla	57	2	second	second	JJ
cord-032684-muh5rwla	57	3	section	section	NN
cord-032684-muh5rwla	57	4	examines	examine	VBZ
cord-032684-muh5rwla	57	5	the	the	DT
cord-032684-muh5rwla	57	6	related	related	JJ
cord-032684-muh5rwla	57	7	work	work	NN
cord-032684-muh5rwla	57	8	.	.	.
cord-032684-muh5rwla	58	1	The	the	DT
cord-032684-muh5rwla	58	2	proposed	propose	VBN
cord-032684-muh5rwla	58	3	approach	approach	NN
cord-032684-muh5rwla	58	4	for	for	IN
cord-032684-muh5rwla	58	5	the	the	DT
cord-032684-muh5rwla	58	6	detection	detection	NN
cord-032684-muh5rwla	58	7	of	of	IN
cord-032684-muh5rwla	58	8	NAR	NAR	NNP
cord-032684-muh5rwla	58	9	tweets	tweet	NNS
cord-032684-muh5rwla	58	10	during	during	IN
cord-032684-muh5rwla	58	11	a	a	DT
cord-032684-muh5rwla	58	12	disaster	disaster	NN
cord-032684-muh5rwla	58	13	is	be	VBZ
cord-032684-muh5rwla	58	14	described	describe	VBN
cord-032684-muh5rwla	58	15	in	in	IN
cord-032684-muh5rwla	58	16	the	the	DT
cord-032684-muh5rwla	58	17	third	third	JJ
cord-032684-muh5rwla	58	18	section	section	NN
cord-032684-muh5rwla	58	19	.	.	.
cord-032684-muh5rwla	59	1	Experimental	experimental	JJ
cord-032684-muh5rwla	59	2	results	result	NNS
cord-032684-muh5rwla	59	3	and	and	CC
cord-032684-muh5rwla	59	4	analysis	analysis	NN
cord-032684-muh5rwla	59	5	are	be	VBP
cord-032684-muh5rwla	59	6	discussed	discuss	VBN
cord-032684-muh5rwla	59	7	in	in	IN
cord-032684-muh5rwla	59	8	the	the	DT
cord-032684-muh5rwla	59	9	fourth	fourth	JJ
cord-032684-muh5rwla	59	10	section	section	NN
cord-032684-muh5rwla	59	11	.	.	.
cord-032684-muh5rwla	60	1	The	the	DT
cord-032684-muh5rwla	60	2	last	last	JJ
cord-032684-muh5rwla	60	3	section	section	NN
cord-032684-muh5rwla	60	4	is	be	VBZ
cord-032684-muh5rwla	60	5	the	the	DT
cord-032684-muh5rwla	60	6	conclusion	conclusion	NN
cord-032684-muh5rwla	60	7	of	of	IN
cord-032684-muh5rwla	60	8	the	the	DT
cord-032684-muh5rwla	60	9	paper	paper	NN
cord-032684-muh5rwla	60	10	.	.	.
cord-032684-muh5rwla	61	1	Many	many	JJ
cord-032684-muh5rwla	61	2	studies	study	NNS
cord-032684-muh5rwla	61	3	[	[	-LRB-
cord-032684-muh5rwla	61	4	22	22	CD
cord-032684-muh5rwla	61	5	,	,	,
cord-032684-muh5rwla	61	6	28	28	CD
cord-032684-muh5rwla	61	7	,	,	,
cord-032684-muh5rwla	61	8	32	32	CD
cord-032684-muh5rwla	61	9	,	,	,
cord-032684-muh5rwla	61	10	41	41	CD
cord-032684-muh5rwla	61	11	]	]	-RRB-
cord-032684-muh5rwla	61	12	focused	focus	VBD
cord-032684-muh5rwla	61	13	on	on	IN
cord-032684-muh5rwla	61	14	the	the	DT
cord-032684-muh5rwla	61	15	detection	detection	NN
cord-032684-muh5rwla	61	16	of	of	IN
cord-032684-muh5rwla	61	17	the	the	DT
cord-032684-muh5rwla	61	18	tweets	tweet	NNS
cord-032684-muh5rwla	61	19	related	relate	VBN
cord-032684-muh5rwla	61	20	to	to	IN
cord-032684-muh5rwla	61	21	a	a	DT
cord-032684-muh5rwla	61	22	disaster	disaster	NN
cord-032684-muh5rwla	61	23	.	.	.
cord-032684-muh5rwla	62	1	Preliminary	preliminary	JJ
cord-032684-muh5rwla	62	2	work	work	NN
cord-032684-muh5rwla	62	3	[	[	-LRB-
cord-032684-muh5rwla	62	4	41	41	CD
cord-032684-muh5rwla	62	5	]	]	-RRB-
cord-032684-muh5rwla	62	6	focused	focus	VBD
cord-032684-muh5rwla	62	7	mainly	mainly	RB
cord-032684-muh5rwla	62	8	on	on	IN
cord-032684-muh5rwla	62	9	extracting	extract	VBG
cord-032684-muh5rwla	62	10	the	the	DT
cord-032684-muh5rwla	62	11	features	feature	NNS
cord-032684-muh5rwla	62	12	such	such	JJ
cord-032684-muh5rwla	62	13	as	as	IN
cord-032684-muh5rwla	62	14	uni	uni	NN
cord-032684-muh5rwla	62	15	-	-	HYPH
cord-032684-muh5rwla	62	16	gram	gram	NN
cord-032684-muh5rwla	62	17	and	and	CC
cord-032684-muh5rwla	62	18	bigram	bigram	NN
cord-032684-muh5rwla	62	19	frequency	frequency	NN
cord-032684-muh5rwla	62	20	,	,	,
cord-032684-muh5rwla	62	21	Parts	Parts	NNP
cord-032684-muh5rwla	62	22	-	-	HYPH
cord-032684-muh5rwla	62	23	Of	of	IN
cord-032684-muh5rwla	62	24	-	-	HYPH
cord-032684-muh5rwla	62	25	Speech	speech	NN
cord-032684-muh5rwla	62	26	(	(	-LRB-
cord-032684-muh5rwla	62	27	POS	POS	NNP
cord-032684-muh5rwla	62	28	)	)	-RRB-
cord-032684-muh5rwla	62	29	,	,	,
cord-032684-muh5rwla	62	30	objective	objective	JJ
cord-032684-muh5rwla	62	31	or	or	CC
cord-032684-muh5rwla	62	32	subjective	subjective	JJ
cord-032684-muh5rwla	62	33	,	,	,
cord-032684-muh5rwla	62	34	personal	personal	JJ
cord-032684-muh5rwla	62	35	or	or	CC
cord-032684-muh5rwla	62	36	impersonal	impersonal	JJ
cord-032684-muh5rwla	62	37	and	and	CC
cord-032684-muh5rwla	62	38	formal	formal	JJ
cord-032684-muh5rwla	62	39	or	or	CC
cord-032684-muh5rwla	62	40	informal	informal	JJ
cord-032684-muh5rwla	62	41	from	from	IN
cord-032684-muh5rwla	62	42	tweets	tweet	NNS
cord-032684-muh5rwla	62	43	and	and	CC
cord-032684-muh5rwla	62	44	used	use	VBD
cord-032684-muh5rwla	62	45	the	the	DT
cord-032684-muh5rwla	62	46	classifiers	classifier	NNS
cord-032684-muh5rwla	62	47	for	for	IN
cord-032684-muh5rwla	62	48	classifying	classify	VBG
cord-032684-muh5rwla	62	49	the	the	DT
cord-032684-muh5rwla	62	50	tweets	tweet	NNS
cord-032684-muh5rwla	62	51	based	base	VBN
cord-032684-muh5rwla	62	52	on	on	IN
cord-032684-muh5rwla	62	53	the	the	DT
cord-032684-muh5rwla	62	54	relevancy	relevancy	NN
cord-032684-muh5rwla	62	55	.	.	.
cord-032684-muh5rwla	63	1	Classifiers	classifier	NNS
cord-032684-muh5rwla	63	2	such	such	JJ
cord-032684-muh5rwla	63	3	as	as	IN
cord-032684-muh5rwla	63	4	Naive	naive	JJ
cord-032684-muh5rwla	63	5	Bayes	Bayes	NNP
cord-032684-muh5rwla	63	6	and	and	CC
cord-032684-muh5rwla	63	7	Max	Max	NNP
cord-032684-muh5rwla	63	8	entropy	entropy	NN
cord-032684-muh5rwla	63	9	classifiers	classifier	NNS
cord-032684-muh5rwla	63	10	are	be	VBP
cord-032684-muh5rwla	63	11	used	use	VBN
cord-032684-muh5rwla	63	12	for	for	IN
cord-032684-muh5rwla	63	13	detection	detection	NN
cord-032684-muh5rwla	63	14	of	of	IN
cord-032684-muh5rwla	63	15	the	the	DT
cord-032684-muh5rwla	63	16	situational	situational	JJ
cord-032684-muh5rwla	63	17	tweets	tweet	NNS
cord-032684-muh5rwla	63	18	related	relate	VBN
cord-032684-muh5rwla	63	19	to	to	IN
cord-032684-muh5rwla	63	20	the	the	DT
cord-032684-muh5rwla	63	21	disaster	disaster	NN
cord-032684-muh5rwla	63	22	.	.	.
cord-032684-muh5rwla	64	1	The	the	DT
cord-032684-muh5rwla	64	2	authors	author	NNS
cord-032684-muh5rwla	64	3	explained	explain	VBD
cord-032684-muh5rwla	64	4	that	that	IN
cord-032684-muh5rwla	64	5	their	-PRON-	PRP$
cord-032684-muh5rwla	64	6	work	work	NN
cord-032684-muh5rwla	64	7	depends	depend	VBZ
cord-032684-muh5rwla	64	8	on	on	IN
cord-032684-muh5rwla	64	9	the	the	DT
cord-032684-muh5rwla	64	10	vocabulary	vocabulary	NN
cord-032684-muh5rwla	64	11	of	of	IN
cord-032684-muh5rwla	64	12	a	a	DT
cord-032684-muh5rwla	64	13	specific	specific	JJ
cord-032684-muh5rwla	64	14	event	event	NN
cord-032684-muh5rwla	64	15	.	.	.
cord-032684-muh5rwla	65	1	In	in	IN
cord-032684-muh5rwla	65	2	[	[	-LRB-
cord-032684-muh5rwla	65	3	32	32	CD
cord-032684-muh5rwla	65	4	]	]	-RRB-
cord-032684-muh5rwla	65	5	,	,	,
cord-032684-muh5rwla	65	6	the	the	DT
cord-032684-muh5rwla	65	7	authors	author	NNS
cord-032684-muh5rwla	65	8	investigated	investigate	VBD
cord-032684-muh5rwla	65	9	and	and	CC
cord-032684-muh5rwla	65	10	developed	develop	VBD
cord-032684-muh5rwla	65	11	an	an	DT
cord-032684-muh5rwla	65	12	application	application	NN
cord-032684-muh5rwla	65	13	for	for	IN
cord-032684-muh5rwla	65	14	detecting	detect	VBG
cord-032684-muh5rwla	65	15	the	the	DT
cord-032684-muh5rwla	65	16	earthquake	earthquake	NN
cord-032684-muh5rwla	65	17	based	base	VBN
cord-032684-muh5rwla	65	18	on	on	IN
cord-032684-muh5rwla	65	19	the	the	DT
cord-032684-muh5rwla	65	20	features	feature	NNS
cord-032684-muh5rwla	65	21	such	such	JJ
cord-032684-muh5rwla	65	22	as	as	IN
cord-032684-muh5rwla	65	23	context	context	JJ
cord-032684-muh5rwla	65	24	words	word	NNS
cord-032684-muh5rwla	65	25	,	,	,
cord-032684-muh5rwla	65	26	keyword	keyword	NN
cord-032684-muh5rwla	65	27	position	position	NN
cord-032684-muh5rwla	65	28	,	,	,
cord-032684-muh5rwla	65	29	content	content	NN
cord-032684-muh5rwla	65	30	words	word	NNS
cord-032684-muh5rwla	65	31	and	and	CC
cord-032684-muh5rwla	65	32	length	length	NN
cord-032684-muh5rwla	65	33	of	of	IN
cord-032684-muh5rwla	65	34	the	the	DT
cord-032684-muh5rwla	65	35	tweets	tweet	NNS
cord-032684-muh5rwla	65	36	.	.	.
cord-032684-muh5rwla	66	1	It	-PRON-	PRP
cord-032684-muh5rwla	66	2	is	be	VBZ
cord-032684-muh5rwla	66	3	applicable	applicable	JJ
cord-032684-muh5rwla	66	4	only	only	RB
cord-032684-muh5rwla	66	5	for	for	IN
cord-032684-muh5rwla	66	6	Japanese	japanese	JJ
cord-032684-muh5rwla	66	7	tweets	tweet	NNS
cord-032684-muh5rwla	66	8	.	.	.
cord-032684-muh5rwla	67	1	To	to	TO
cord-032684-muh5rwla	67	2	overcome	overcome	VB
cord-032684-muh5rwla	67	3	the	the	DT
cord-032684-muh5rwla	67	4	problem	problem	NN
cord-032684-muh5rwla	67	5	domain	domain	NN
cord-032684-muh5rwla	67	6	dependent	dependent	JJ
cord-032684-muh5rwla	67	7	,	,	,
cord-032684-muh5rwla	67	8	the	the	DT
cord-032684-muh5rwla	67	9	authors	author	NNS
cord-032684-muh5rwla	67	10	in	in	IN
cord-032684-muh5rwla	67	11	[	[	-LRB-
cord-032684-muh5rwla	67	12	28	28	CD
cord-032684-muh5rwla	67	13	]	]	-RRB-
cord-032684-muh5rwla	67	14	proposed	propose	VBD
cord-032684-muh5rwla	67	15	a	a	DT
cord-032684-muh5rwla	67	16	novel	novel	JJ
cord-032684-muh5rwla	67	17	framework	framework	NN
cord-032684-muh5rwla	67	18	for	for	IN
cord-032684-muh5rwla	67	19	classifying	classify	VBG
cord-032684-muh5rwla	67	20	the	the	DT
cord-032684-muh5rwla	67	21	situational	situational	JJ
cord-032684-muh5rwla	67	22	and	and	CC
cord-032684-muh5rwla	67	23	non	non	JJ
cord-032684-muh5rwla	67	24	-	-	JJ
cord-032684-muh5rwla	67	25	situational	situational	JJ
cord-032684-muh5rwla	67	26	information	information	NN
cord-032684-muh5rwla	67	27	based	base	VBN
cord-032684-muh5rwla	67	28	on	on	IN
cord-032684-muh5rwla	67	29	the	the	DT
cord-032684-muh5rwla	67	30	low	low	JJ
cord-032684-muh5rwla	67	31	-	-	HYPH
cord-032684-muh5rwla	67	32	level	level	NN
cord-032684-muh5rwla	67	33	lexical	lexical	JJ
cord-032684-muh5rwla	67	34	and	and	CC
cord-032684-muh5rwla	67	35	syntactical	syntactical	JJ
cord-032684-muh5rwla	67	36	features	feature	NNS
cord-032684-muh5rwla	67	37	.	.	.
cord-032684-muh5rwla	68	1	After	after	IN
cord-032684-muh5rwla	68	2	classification	classification	NN
cord-032684-muh5rwla	68	3	,	,	,
cord-032684-muh5rwla	68	4	the	the	DT
cord-032684-muh5rwla	68	5	tweets	tweet	NNS
cord-032684-muh5rwla	68	6	are	be	VBP
cord-032684-muh5rwla	68	7	summarized	summarize	VBN
cord-032684-muh5rwla	68	8	based	base	VBN
cord-032684-muh5rwla	68	9	on	on	IN
cord-032684-muh5rwla	68	10	the	the	DT
cord-032684-muh5rwla	68	11	content	content	NN
cord-032684-muh5rwla	68	12	words	word	NNS
cord-032684-muh5rwla	68	13	and	and	CC
cord-032684-muh5rwla	68	14	also	also	RB
cord-032684-muh5rwla	68	15	concluded	conclude	VBD
cord-032684-muh5rwla	68	16	that	that	IN
cord-032684-muh5rwla	68	17	it	-PRON-	PRP
cord-032684-muh5rwla	68	18	works	work	VBZ
cord-032684-muh5rwla	68	19	on	on	IN
cord-032684-muh5rwla	68	20	cross	cross	NN
cord-032684-muh5rwla	68	21	-	-	NN
cord-032684-muh5rwla	68	22	domain	domain	NN
cord-032684-muh5rwla	68	23	(	(	-LRB-
cord-032684-muh5rwla	68	24	domain	domain	NN
cord-032684-muh5rwla	68	25	independent	independent	JJ
cord-032684-muh5rwla	68	26	)	)	-RRB-
cord-032684-muh5rwla	68	27	.	.	.
cord-032684-muh5rwla	69	1	However	however	RB
cord-032684-muh5rwla	69	2	,	,	,
cord-032684-muh5rwla	69	3	all	all	PDT
cord-032684-muh5rwla	69	4	the	the	DT
cord-032684-muh5rwla	69	5	methods	method	NNS
cord-032684-muh5rwla	69	6	are	be	VBP
cord-032684-muh5rwla	69	7	focused	focus	VBN
cord-032684-muh5rwla	69	8	only	only	RB
cord-032684-muh5rwla	69	9	on	on	IN
cord-032684-muh5rwla	69	10	situational	situational	JJ
cord-032684-muh5rwla	69	11	tweets	tweet	NNS
cord-032684-muh5rwla	69	12	related	relate	VBN
cord-032684-muh5rwla	69	13	to	to	IN
cord-032684-muh5rwla	69	14	disaster	disaster	NN
cord-032684-muh5rwla	70	1	but	but	CC
cord-032684-muh5rwla	70	2	they	-PRON-	PRP
cord-032684-muh5rwla	70	3	failed	fail	VBD
cord-032684-muh5rwla	70	4	to	to	TO
cord-032684-muh5rwla	70	5	address	address	VB
cord-032684-muh5rwla	70	6	specific	specific	JJ
cord-032684-muh5rwla	70	7	class	class	NN
cord-032684-muh5rwla	70	8	tweets	tweet	NNS
cord-032684-muh5rwla	70	9	.	.	.
cord-032684-muh5rwla	71	1	In	in	IN
cord-032684-muh5rwla	71	2	recent	recent	JJ
cord-032684-muh5rwla	71	3	years	year	NNS
cord-032684-muh5rwla	71	4	,	,	,
cord-032684-muh5rwla	71	5	more	more	JJR
cord-032684-muh5rwla	71	6	researchers	researcher	NNS
cord-032684-muh5rwla	71	7	focused	focus	VBD
cord-032684-muh5rwla	71	8	on	on	IN
cord-032684-muh5rwla	71	9	the	the	DT
cord-032684-muh5rwla	71	10	detection	detection	NN
cord-032684-muh5rwla	71	11	of	of	IN
cord-032684-muh5rwla	71	12	user	user	NN
cord-032684-muh5rwla	71	13	-	-	HYPH
cord-032684-muh5rwla	71	14	defined	define	VBN
cord-032684-muh5rwla	71	15	class	class	NN
cord-032684-muh5rwla	71	16	tweets	tweet	NNS
cord-032684-muh5rwla	71	17	during	during	IN
cord-032684-muh5rwla	71	18	a	a	DT
cord-032684-muh5rwla	71	19	disaster	disaster	NN
cord-032684-muh5rwla	71	20	.	.	.
cord-032684-muh5rwla	72	1	Several	several	JJ
cord-032684-muh5rwla	72	2	studies	study	NNS
cord-032684-muh5rwla	72	3	,	,	,
cord-032684-muh5rwla	72	4	for	for	IN
cord-032684-muh5rwla	72	5	instance	instance	NN
cord-032684-muh5rwla	72	6	[	[	-LRB-
cord-032684-muh5rwla	72	7	2	2	CD
cord-032684-muh5rwla	72	8	,	,	,
cord-032684-muh5rwla	72	9	11	11	CD
cord-032684-muh5rwla	72	10	,	,	,
cord-032684-muh5rwla	72	11	21	21	CD
cord-032684-muh5rwla	72	12	,	,	,
cord-032684-muh5rwla	72	13	29	29	CD
cord-032684-muh5rwla	72	14	]	]	-RRB-
cord-032684-muh5rwla	72	15	have	have	VBP
cord-032684-muh5rwla	72	16	been	be	VBN
cord-032684-muh5rwla	72	17	proposed	propose	VBN
cord-032684-muh5rwla	72	18	on	on	IN
cord-032684-muh5rwla	72	19	different	different	JJ
cord-032684-muh5rwla	72	20	specific	specific	JJ
cord-032684-muh5rwla	72	21	classes	class	NNS
cord-032684-muh5rwla	72	22	.	.	.
cord-032684-muh5rwla	73	1	The	the	DT
cord-032684-muh5rwla	73	2	authors	author	NNS
cord-032684-muh5rwla	73	3	in	in	IN
cord-032684-muh5rwla	73	4	[	[	-LRB-
cord-032684-muh5rwla	73	5	21	21	CD
cord-032684-muh5rwla	73	6	]	]	-RRB-
cord-032684-muh5rwla	73	7	,	,	,
cord-032684-muh5rwla	73	8	suggests	suggest	VBZ
cord-032684-muh5rwla	73	9	that	that	DT
cord-032684-muh5rwla	73	10	decision	decision	NN
cord-032684-muh5rwla	73	11	tree	tree	NN
cord-032684-muh5rwla	73	12	with	with	IN
cord-032684-muh5rwla	73	13	context	context	NN
cord-032684-muh5rwla	73	14	and	and	CC
cord-032684-muh5rwla	73	15	content	content	NN
cord-032684-muh5rwla	73	16	features	feature	NNS
cord-032684-muh5rwla	73	17	give	give	VBP
cord-032684-muh5rwla	73	18	the	the	DT
cord-032684-muh5rwla	73	19	best	good	JJS
cord-032684-muh5rwla	73	20	results	result	NNS
cord-032684-muh5rwla	73	21	for	for	IN
cord-032684-muh5rwla	73	22	recall	recall	NN
cord-032684-muh5rwla	73	23	and	and	CC
cord-032684-muh5rwla	73	24	F1-measure	f1-measure	NN
cord-032684-muh5rwla	73	25	parameters	parameter	NNS
cord-032684-muh5rwla	73	26	among	among	IN
cord-032684-muh5rwla	73	27	the	the	DT
cord-032684-muh5rwla	73	28	classifiers	classifier	NNS
cord-032684-muh5rwla	73	29	such	such	JJ
cord-032684-muh5rwla	73	30	as	as	IN
cord-032684-muh5rwla	73	31	SVM	SVM	NNP
cord-032684-muh5rwla	73	32	,	,	,
cord-032684-muh5rwla	73	33	AdaBoost	AdaBoost	NNP
cord-032684-muh5rwla	73	34	and	and	CC
cord-032684-muh5rwla	73	35	random	random	JJ
cord-032684-muh5rwla	73	36	forest	forest	NN
cord-032684-muh5rwla	73	37	.	.	.
cord-032684-muh5rwla	74	1	However	however	RB
cord-032684-muh5rwla	74	2	,	,	,
cord-032684-muh5rwla	74	3	it	-PRON-	PRP
cord-032684-muh5rwla	74	4	does	do	VBZ
cord-032684-muh5rwla	74	5	not	not	RB
cord-032684-muh5rwla	74	6	focus	focus	VB
cord-032684-muh5rwla	74	7	on	on	IN
cord-032684-muh5rwla	74	8	NAR	NAR	NNP
cord-032684-muh5rwla	74	9	tweets	tweet	NNS
cord-032684-muh5rwla	74	10	.	.	.
cord-032684-muh5rwla	75	1	In	in	IN
cord-032684-muh5rwla	75	2	recent	recent	JJ
cord-032684-muh5rwla	75	3	literature	literature	NN
cord-032684-muh5rwla	75	4	,	,	,
cord-032684-muh5rwla	75	5	the	the	DT
cord-032684-muh5rwla	75	6	authors	author	NNS
cord-032684-muh5rwla	75	7	in	in	IN
cord-032684-muh5rwla	75	8	[	[	-LRB-
cord-032684-muh5rwla	75	9	35	35	CD
cord-032684-muh5rwla	75	10	]	]	-RRB-
cord-032684-muh5rwla	75	11	developed	develop	VBD
cord-032684-muh5rwla	75	12	a	a	DT
cord-032684-muh5rwla	75	13	method	method	NN
cord-032684-muh5rwla	75	14	by	by	IN
cord-032684-muh5rwla	75	15	extracting	extract	VBG
cord-032684-muh5rwla	75	16	the	the	DT
cord-032684-muh5rwla	75	17	features	feature	NNS
cord-032684-muh5rwla	75	18	by	by	IN
cord-032684-muh5rwla	75	19	applying	apply	VBG
cord-032684-muh5rwla	75	20	maximum	maximum	JJ
cord-032684-muh5rwla	75	21	frequency	frequency	NN
cord-032684-muh5rwla	75	22	of	of	IN
cord-032684-muh5rwla	75	23	words	word	NNS
cord-032684-muh5rwla	75	24	from	from	IN
cord-032684-muh5rwla	75	25	the	the	DT
cord-032684-muh5rwla	75	26	tweets	tweet	NNS
cord-032684-muh5rwla	75	27	to	to	TO
cord-032684-muh5rwla	75	28	detect	detect	VB
cord-032684-muh5rwla	75	29	resource	resource	NN
cord-032684-muh5rwla	75	30	tweets	tweet	NNS
cord-032684-muh5rwla	75	31	during	during	IN
cord-032684-muh5rwla	75	32	a	a	DT
cord-032684-muh5rwla	75	33	disaster	disaster	NN
cord-032684-muh5rwla	75	34	.	.	.
cord-032684-muh5rwla	76	1	Resources	resource	NNS
cord-032684-muh5rwla	76	2	include	include	VBP
cord-032684-muh5rwla	76	3	both	both	DT
cord-032684-muh5rwla	76	4	availability	availability	NN
cord-032684-muh5rwla	76	5	and	and	CC
cord-032684-muh5rwla	76	6	need	need	NN
cord-032684-muh5rwla	76	7	of	of	IN
cord-032684-muh5rwla	76	8	the	the	DT
cord-032684-muh5rwla	76	9	resources	resource	NNS
cord-032684-muh5rwla	76	10	.	.	.
cord-032684-muh5rwla	77	1	However	however	RB
cord-032684-muh5rwla	77	2	,	,	,
cord-032684-muh5rwla	77	3	it	-PRON-	PRP
cord-032684-muh5rwla	77	4	's	be	VBZ
cord-032684-muh5rwla	77	5	not	not	RB
cord-032684-muh5rwla	77	6	focused	focus	VBN
cord-032684-muh5rwla	77	7	alone	alone	JJ
cord-032684-muh5rwla	77	8	on	on	IN
cord-032684-muh5rwla	77	9	the	the	DT
cord-032684-muh5rwla	77	10	availability	availability	NN
cord-032684-muh5rwla	77	11	and	and	CC
cord-032684-muh5rwla	77	12	need	need	NN
cord-032684-muh5rwla	77	13	of	of	IN
cord-032684-muh5rwla	77	14	the	the	DT
cord-032684-muh5rwla	77	15	resources	resource	NNS
cord-032684-muh5rwla	77	16	tweets	tweet	NNS
cord-032684-muh5rwla	77	17	during	during	IN
cord-032684-muh5rwla	77	18	a	a	DT
cord-032684-muh5rwla	77	19	disaster	disaster	NN
cord-032684-muh5rwla	77	20	.	.	.
cord-032684-muh5rwla	78	1	The	the	DT
cord-032684-muh5rwla	78	2	authors	author	NNS
cord-032684-muh5rwla	78	3	in	in	IN
cord-032684-muh5rwla	78	4	[	[	-LRB-
cord-032684-muh5rwla	78	5	9	9	CD
cord-032684-muh5rwla	78	6	]	]	-RRB-
cord-032684-muh5rwla	78	7	designed	design	VBN
cord-032684-muh5rwla	78	8	Artificial	Artificial	NNP
cord-032684-muh5rwla	78	9	Intelligence	Intelligence	NNP
cord-032684-muh5rwla	78	10	Disaster	Disaster	NNP
cord-032684-muh5rwla	78	11	Response	Response	NNP
cord-032684-muh5rwla	78	12	(	(	-LRB-
cord-032684-muh5rwla	78	13	AIDR	AIDR	NNP
cord-032684-muh5rwla	78	14	)	)	-RRB-
cord-032684-muh5rwla	78	15	system	system	NN
cord-032684-muh5rwla	78	16	for	for	IN
cord-032684-muh5rwla	78	17	classifying	classify	VBG
cord-032684-muh5rwla	78	18	the	the	DT
cord-032684-muh5rwla	78	19	tweets	tweet	NNS
cord-032684-muh5rwla	78	20	into	into	IN
cord-032684-muh5rwla	78	21	user	user	NN
cord-032684-muh5rwla	78	22	-	-	HYPH
cord-032684-muh5rwla	78	23	defined	define	VBN
cord-032684-muh5rwla	78	24	categories	category	NNS
cord-032684-muh5rwla	78	25	for	for	IN
cord-032684-muh5rwla	78	26	detecting	detect	VBG
cord-032684-muh5rwla	78	27	the	the	DT
cord-032684-muh5rwla	78	28	tweets	tweet	NNS
cord-032684-muh5rwla	78	29	related	relate	VBN
cord-032684-muh5rwla	78	30	to	to	IN
cord-032684-muh5rwla	78	31	the	the	DT
cord-032684-muh5rwla	78	32	disaster	disaster	NN
cord-032684-muh5rwla	78	33	.	.	.
cord-032684-muh5rwla	79	1	In	in	IN
cord-032684-muh5rwla	79	2	AIDR	AIDR	NNP
cord-032684-muh5rwla	79	3	,	,	,
cord-032684-muh5rwla	79	4	the	the	DT
cord-032684-muh5rwla	79	5	uni	uni	NN
cord-032684-muh5rwla	79	6	-	-	HYPH
cord-032684-muh5rwla	79	7	gram	gram	NNP
cord-032684-muh5rwla	79	8	and	and	CC
cord-032684-muh5rwla	79	9	bi	bi	JJ
cord-032684-muh5rwla	79	10	-	-	HYPH
cord-032684-muh5rwla	79	11	gram	gram	NN
cord-032684-muh5rwla	79	12	features	feature	NNS
cord-032684-muh5rwla	79	13	are	be	VBP
cord-032684-muh5rwla	79	14	used	use	VBN
cord-032684-muh5rwla	79	15	for	for	IN
cord-032684-muh5rwla	79	16	detecting	detect	VBG
cord-032684-muh5rwla	79	17	the	the	DT
cord-032684-muh5rwla	79	18	tweets	tweet	NNS
cord-032684-muh5rwla	79	19	related	relate	VBN
cord-032684-muh5rwla	79	20	to	to	IN
cord-032684-muh5rwla	79	21	the	the	DT
cord-032684-muh5rwla	79	22	user	user	NN
cord-032684-muh5rwla	79	23	-	-	HYPH
cord-032684-muh5rwla	79	24	defined	define	VBN
cord-032684-muh5rwla	79	25	categories	category	NNS
cord-032684-muh5rwla	79	26	.	.	.
cord-032684-muh5rwla	80	1	These	these	DT
cord-032684-muh5rwla	80	2	features	feature	NNS
cord-032684-muh5rwla	80	3	are	be	VBP
cord-032684-muh5rwla	80	4	applied	apply	VBN
cord-032684-muh5rwla	80	5	for	for	IN
cord-032684-muh5rwla	80	6	detecting	detect	VBG
cord-032684-muh5rwla	80	7	any	any	DT
cord-032684-muh5rwla	80	8	user	user	NN
cord-032684-muh5rwla	80	9	-	-	HYPH
cord-032684-muh5rwla	80	10	defined	define	VBN
cord-032684-muh5rwla	80	11	classes	class	NNS
cord-032684-muh5rwla	80	12	during	during	IN
cord-032684-muh5rwla	80	13	a	a	DT
cord-032684-muh5rwla	80	14	disaster	disaster	NN
cord-032684-muh5rwla	80	15	.	.	.
cord-032684-muh5rwla	81	1	In	in	IN
cord-032684-muh5rwla	81	2	[	[	-LRB-
cord-032684-muh5rwla	81	3	2	2	CD
cord-032684-muh5rwla	81	4	]	]	-RRB-
cord-032684-muh5rwla	81	5	,	,	,
cord-032684-muh5rwla	81	6	the	the	DT
cord-032684-muh5rwla	81	7	authors	author	NNS
cord-032684-muh5rwla	81	8	manually	manually	RB
cord-032684-muh5rwla	81	9	analyzed	analyze	VBD
cord-032684-muh5rwla	81	10	WhatsApp	WhatsApp	NNP
cord-032684-muh5rwla	81	11	messages	message	NNS
cord-032684-muh5rwla	81	12	for	for	IN
cord-032684-muh5rwla	81	13	the	the	DT
cord-032684-muh5rwla	81	14	requirement	requirement	NN
cord-032684-muh5rwla	81	15	of	of	IN
cord-032684-muh5rwla	81	16	medical	medical	JJ
cord-032684-muh5rwla	81	17	,	,	,
cord-032684-muh5rwla	81	18	human	human	JJ
cord-032684-muh5rwla	81	19	,	,	,
cord-032684-muh5rwla	81	20	infrastructural	infrastructural	JJ
cord-032684-muh5rwla	81	21	resources	resource	NNS
cord-032684-muh5rwla	81	22	during	during	IN
cord-032684-muh5rwla	81	23	a	a	DT
cord-032684-muh5rwla	81	24	disaster	disaster	NN
cord-032684-muh5rwla	81	25	by	by	IN
cord-032684-muh5rwla	81	26	considering	consider	VBG
cord-032684-muh5rwla	81	27	the	the	DT
cord-032684-muh5rwla	81	28	case	case	NN
cord-032684-muh5rwla	81	29	study	study	NN
cord-032684-muh5rwla	81	30	of	of	IN
cord-032684-muh5rwla	81	31	Nepal	Nepal	NNP
cord-032684-muh5rwla	81	32	earthquake	earthquake	NN
cord-032684-muh5rwla	81	33	dataset	dataset	NN
cord-032684-muh5rwla	81	34	2015	2015	CD
cord-032684-muh5rwla	81	35	.	.	.
cord-032684-muh5rwla	82	1	However	however	RB
cord-032684-muh5rwla	82	2	,	,	,
cord-032684-muh5rwla	82	3	they	-PRON-	PRP
cord-032684-muh5rwla	82	4	have	have	VBP
cord-032684-muh5rwla	82	5	not	not	RB
cord-032684-muh5rwla	82	6	proposed	propose	VBN
cord-032684-muh5rwla	82	7	an	an	DT
cord-032684-muh5rwla	82	8	automatic	automatic	JJ
cord-032684-muh5rwla	82	9	method	method	NN
cord-032684-muh5rwla	82	10	for	for	IN
cord-032684-muh5rwla	82	11	identifying	identify	VBG
cord-032684-muh5rwla	82	12	the	the	DT
cord-032684-muh5rwla	82	13	resources	resource	NNS
cord-032684-muh5rwla	82	14	.	.	.
cord-032684-muh5rwla	83	1	In	in	IN
cord-032684-muh5rwla	83	2	[	[	-LRB-
cord-032684-muh5rwla	83	3	11	11	CD
cord-032684-muh5rwla	83	4	]	]	-RRB-
cord-032684-muh5rwla	83	5	,	,	,
cord-032684-muh5rwla	83	6	the	the	DT
cord-032684-muh5rwla	83	7	authors	author	NNS
cord-032684-muh5rwla	83	8	found	find	VBD
cord-032684-muh5rwla	83	9	that	that	IN
cord-032684-muh5rwla	83	10	neural	neural	JJ
cord-032684-muh5rwla	83	11	network	network	NN
cord-032684-muh5rwla	83	12	retrieved	retrieve	VBD
cord-032684-muh5rwla	83	13	models	model	NNS
cord-032684-muh5rwla	83	14	by	by	IN
cord-032684-muh5rwla	83	15	integrating	integrate	VBG
cord-032684-muh5rwla	83	16	the	the	DT
cord-032684-muh5rwla	83	17	character	character	NN
cord-032684-muh5rwla	83	18	-	-	HYPH
cord-032684-muh5rwla	83	19	level	level	NN
cord-032684-muh5rwla	83	20	and	and	CC
cord-032684-muh5rwla	83	21	word	word	NN
cord-032684-muh5rwla	83	22	-	-	HYPH
cord-032684-muh5rwla	83	23	level	level	NN
cord-032684-muh5rwla	83	24	embeddings	embedding	NNS
cord-032684-muh5rwla	83	25	with	with	IN
cord-032684-muh5rwla	83	26	pattern	pattern	NN
cord-032684-muh5rwla	83	27	recognition	recognition	NN
cord-032684-muh5rwla	83	28	techniques	technique	NNS
cord-032684-muh5rwla	83	29	perform	perform	VBP
cord-032684-muh5rwla	83	30	well	well	RB
cord-032684-muh5rwla	83	31	than	than	IN
cord-032684-muh5rwla	83	32	state	state	NN
cord-032684-muh5rwla	83	33	-	-	HYPH
cord-032684-muh5rwla	83	34	of	of	IN
cord-032684-muh5rwla	83	35	-	-	HYPH
cord-032684-muh5rwla	83	36	art	art	NN
cord-032684-muh5rwla	83	37	models	model	NNS
cord-032684-muh5rwla	83	38	.	.	.
cord-032684-muh5rwla	84	1	The	the	DT
cord-032684-muh5rwla	84	2	authors	author	NNS
cord-032684-muh5rwla	84	3	applied	apply	VBD
cord-032684-muh5rwla	84	4	information	information	NN
cord-032684-muh5rwla	84	5	retrieval	retrieval	NN
cord-032684-muh5rwla	84	6	techniques	technique	NNS
cord-032684-muh5rwla	84	7	for	for	IN
cord-032684-muh5rwla	84	8	detecting	detect	VBG
cord-032684-muh5rwla	84	9	the	the	DT
cord-032684-muh5rwla	84	10	NAR	NAR	NNP
cord-032684-muh5rwla	84	11	tweets	tweet	NNS
cord-032684-muh5rwla	84	12	.	.	.
cord-032684-muh5rwla	85	1	In	in	IN
cord-032684-muh5rwla	85	2	[	[	-LRB-
cord-032684-muh5rwla	85	3	7	7	CD
cord-032684-muh5rwla	85	4	]	]	-RRB-
cord-032684-muh5rwla	85	5	,	,	,
cord-032684-muh5rwla	85	6	the	the	DT
cord-032684-muh5rwla	85	7	authors	author	NNS
cord-032684-muh5rwla	85	8	used	use	VBD
cord-032684-muh5rwla	85	9	a	a	DT
cord-032684-muh5rwla	85	10	novel	novel	JJ
cord-032684-muh5rwla	85	11	vector	vector	NN
cord-032684-muh5rwla	85	12	training	training	NN
cord-032684-muh5rwla	85	13	approach	approach	NN
cord-032684-muh5rwla	85	14	for	for	IN
cord-032684-muh5rwla	85	15	clustering	cluster	VBG
cord-032684-muh5rwla	85	16	the	the	DT
cord-032684-muh5rwla	85	17	tweets	tweet	NNS
cord-032684-muh5rwla	85	18	about	about	IN
cord-032684-muh5rwla	85	19	the	the	DT
cord-032684-muh5rwla	85	20	emergency	emergency	NN
cord-032684-muh5rwla	85	21	situations	situation	NNS
cord-032684-muh5rwla	85	22	and	and	CC
cord-032684-muh5rwla	85	23	compared	compare	VBD
cord-032684-muh5rwla	85	24	their	-PRON-	PRP$
cord-032684-muh5rwla	85	25	method	method	NN
cord-032684-muh5rwla	85	26	with	with	IN
cord-032684-muh5rwla	85	27	Bag	Bag	NNP
cord-032684-muh5rwla	85	28	-	-	HYPH
cord-032684-muh5rwla	85	29	Of	of	IN
cord-032684-muh5rwla	85	30	-	-	HYPH
cord-032684-muh5rwla	85	31	Words	word	NNS
cord-032684-muh5rwla	85	32	(	(	-LRB-
cord-032684-muh5rwla	85	33	BOW	BOW	NNP
cord-032684-muh5rwla	85	34	)	)	-RRB-
cord-032684-muh5rwla	85	35	,	,	,
cord-032684-muh5rwla	85	36	word2vec	word2vec	NN
cord-032684-muh5rwla	85	37	-	-	HYPH
cord-032684-muh5rwla	85	38	sum	sum	NN
cord-032684-muh5rwla	85	39	and	and	CC
cord-032684-muh5rwla	85	40	doc2vec	doc2vec	NN
cord-032684-muh5rwla	85	41	.	.	.
cord-032684-muh5rwla	86	1	And	and	CC
cord-032684-muh5rwla	86	2	described	describe	VBD
cord-032684-muh5rwla	86	3	that	that	IN
cord-032684-muh5rwla	86	4	clustering	clustering	NN
cord-032684-muh5rwla	86	5	of	of	IN
cord-032684-muh5rwla	86	6	tweets	tweet	NNS
cord-032684-muh5rwla	86	7	will	will	MD
cord-032684-muh5rwla	86	8	be	be	VB
cord-032684-muh5rwla	86	9	helpful	helpful	JJ
cord-032684-muh5rwla	86	10	further	far	RBR
cord-032684-muh5rwla	86	11	for	for	IN
cord-032684-muh5rwla	86	12	identifying	identify	VBG
cord-032684-muh5rwla	86	13	the	the	DT
cord-032684-muh5rwla	86	14	different	different	JJ
cord-032684-muh5rwla	86	15	aspects	aspect	NNS
cord-032684-muh5rwla	86	16	of	of	IN
cord-032684-muh5rwla	86	17	topic	topic	NN
cord-032684-muh5rwla	86	18	in	in	IN
cord-032684-muh5rwla	86	19	emergency	emergency	NN
cord-032684-muh5rwla	86	20	situations	situation	NNS
cord-032684-muh5rwla	86	21	.	.	.
cord-032684-muh5rwla	87	1	However	however	RB
cord-032684-muh5rwla	87	2	,	,	,
cord-032684-muh5rwla	87	3	they	-PRON-	PRP
cord-032684-muh5rwla	87	4	are	be	VBP
cord-032684-muh5rwla	87	5	not	not	RB
cord-032684-muh5rwla	87	6	proposed	propose	VBN
cord-032684-muh5rwla	87	7	a	a	DT
cord-032684-muh5rwla	87	8	method	method	NN
cord-032684-muh5rwla	87	9	for	for	IN
cord-032684-muh5rwla	87	10	identifying	identify	VBG
cord-032684-muh5rwla	87	11	the	the	DT
cord-032684-muh5rwla	87	12	NAR	NAR	NNP
cord-032684-muh5rwla	87	13	tweets	tweet	NNS
cord-032684-muh5rwla	87	14	during	during	IN
cord-032684-muh5rwla	87	15	a	a	DT
cord-032684-muh5rwla	87	16	disaster	disaster	NN
cord-032684-muh5rwla	87	17	.	.	.
cord-032684-muh5rwla	88	1	The	the	DT
cord-032684-muh5rwla	88	2	problem	problem	NN
cord-032684-muh5rwla	88	3	can	can	MD
cord-032684-muh5rwla	88	4	be	be	VB
cord-032684-muh5rwla	88	5	defined	define	VBN
cord-032684-muh5rwla	88	6	as	as	IN
cord-032684-muh5rwla	88	7	follows	follow	VBZ
cord-032684-muh5rwla	88	8	:	:	:
cord-032684-muh5rwla	89	1	Given	give	VBN
cord-032684-muh5rwla	89	2	a	a	DT
cord-032684-muh5rwla	89	3	'	'	``
cord-032684-muh5rwla	89	4	N	n	NN
cord-032684-muh5rwla	89	5	'	'	''
cord-032684-muh5rwla	89	6	number	number	NN
cord-032684-muh5rwla	89	7	of	of	IN
cord-032684-muh5rwla	89	8	tweets	tweet	NNS
cord-032684-muh5rwla	90	1	X	x	NN
cord-032684-muh5rwla	90	2	=	=	NFP
cord-032684-muh5rwla	91	1	{	{	-LRB-
cord-032684-muh5rwla	91	2	x	x	SYM
cord-032684-muh5rwla	91	3	1	1	CD
cord-032684-muh5rwla	91	4	,	,	,
cord-032684-muh5rwla	91	5	x	x	SYM
cord-032684-muh5rwla	91	6	2	2	CD
cord-032684-muh5rwla	91	7	,	,	,
cord-032684-muh5rwla	91	8	x	x	SYM
cord-032684-muh5rwla	91	9	3	3	CD
cord-032684-muh5rwla	91	10	,	,	,
cord-032684-muh5rwla	92	1	x	x	LS
cord-032684-muh5rwla	92	2	4	4	CD
cord-032684-muh5rwla	92	3	,	,	,
cord-032684-muh5rwla	92	4	.....	.....	.
cord-032684-muh5rwla	93	1	x	x	SYM
cord-032684-muh5rwla	93	2	N	n	CD
cord-032684-muh5rwla	93	3	}	}	-RRB-
cord-032684-muh5rwla	93	4	,	,	,
cord-032684-muh5rwla	93	5	identify	identify	VB
cord-032684-muh5rwla	93	6	the	the	DT
cord-032684-muh5rwla	93	7	tweets	tweet	NNS
cord-032684-muh5rwla	93	8	which	which	WDT
cord-032684-muh5rwla	93	9	are	be	VBP
cord-032684-muh5rwla	93	10	related	relate	VBN
cord-032684-muh5rwla	93	11	to	to	IN
cord-032684-muh5rwla	93	12	the	the	DT
cord-032684-muh5rwla	93	13	three	three	CD
cord-032684-muh5rwla	93	14	classes	class	NNS
cord-032684-muh5rwla	93	15	such	such	JJ
cord-032684-muh5rwla	93	16	as	as	IN
cord-032684-muh5rwla	93	17	1	1	CD
cord-032684-muh5rwla	93	18	)	)	-RRB-
cord-032684-muh5rwla	93	19	.	.	.
cord-032684-muh5rwla	94	1	Need	need	NN
cord-032684-muh5rwla	94	2	of	of	IN
cord-032684-muh5rwla	94	3	the	the	DT
cord-032684-muh5rwla	94	4	resource	resource	NN
cord-032684-muh5rwla	94	5	2	2	CD
cord-032684-muh5rwla	94	6	)	)	-RRB-
cord-032684-muh5rwla	94	7	.	.	.
cord-032684-muh5rwla	95	1	Availability	availability	NN
cord-032684-muh5rwla	95	2	of	of	IN
cord-032684-muh5rwla	95	3	the	the	DT
cord-032684-muh5rwla	95	4	resource	resource	NN
cord-032684-muh5rwla	95	5	and	and	CC
cord-032684-muh5rwla	95	6	3	3	CD
cord-032684-muh5rwla	95	7	)	)	-RRB-
cord-032684-muh5rwla	95	8	.	.	.
cord-032684-muh5rwla	96	1	None	none	NN
cord-032684-muh5rwla	96	2	of	of	IN
cord-032684-muh5rwla	96	3	the	the	DT
cord-032684-muh5rwla	96	4	above	above	JJ
cord-032684-muh5rwla	96	5	.	.	.
cord-032684-muh5rwla	97	1	This	this	DT
cord-032684-muh5rwla	97	2	section	section	NN
cord-032684-muh5rwla	97	3	describes	describe	VBZ
cord-032684-muh5rwla	97	4	the	the	DT
cord-032684-muh5rwla	97	5	stacked	stack	VBN
cord-032684-muh5rwla	97	6	convolutional	convolutional	NN
cord-032684-muh5rwla	97	7	neural	neural	JJ
cord-032684-muh5rwla	97	8	network	network	NN
cord-032684-muh5rwla	97	9	for	for	IN
cord-032684-muh5rwla	97	10	identifying	identify	VBG
cord-032684-muh5rwla	97	11	the	the	DT
cord-032684-muh5rwla	97	12	NAR	NAR	NNP
cord-032684-muh5rwla	97	13	tweets	tweet	NNS
cord-032684-muh5rwla	97	14	during	during	IN
cord-032684-muh5rwla	97	15	a	a	DT
cord-032684-muh5rwla	97	16	crisis	crisis	NN
cord-032684-muh5rwla	97	17	.	.	.
cord-032684-muh5rwla	98	1	The	the	DT
cord-032684-muh5rwla	98	2	overview	overview	NN
cord-032684-muh5rwla	98	3	of	of	IN
cord-032684-muh5rwla	98	4	the	the	DT
cord-032684-muh5rwla	98	5	proposed	propose	VBN
cord-032684-muh5rwla	98	6	stacked	stack	VBN
cord-032684-muh5rwla	98	7	convolutional	convolutional	NN
cord-032684-muh5rwla	98	8	neural	neural	JJ
cord-032684-muh5rwla	98	9	network	network	NN
cord-032684-muh5rwla	98	10	is	be	VBZ
cord-032684-muh5rwla	98	11	shown	show	VBN
cord-032684-muh5rwla	98	12	in	in	IN
cord-032684-muh5rwla	98	13	Fig	Fig	NNP
cord-032684-muh5rwla	98	14	.	.	.
cord-032684-muh5rwla	99	1	1	1	LS
cord-032684-muh5rwla	99	2	.	.	.
cord-032684-muh5rwla	100	1	The	the	DT
cord-032684-muh5rwla	100	2	stacking	stacking	NN
cord-032684-muh5rwla	100	3	mechanism	mechanism	NN
cord-032684-muh5rwla	100	4	[	[	-LRB-
cord-032684-muh5rwla	100	5	44	44	CD
cord-032684-muh5rwla	100	6	]	]	-RRB-
cord-032684-muh5rwla	100	7	combines	combine	VBZ
cord-032684-muh5rwla	100	8	the	the	DT
cord-032684-muh5rwla	100	9	predictions	prediction	NNS
cord-032684-muh5rwla	100	10	of	of	IN
cord-032684-muh5rwla	100	11	diverse	diverse	JJ
cord-032684-muh5rwla	100	12	classifiers	classifier	NNS
cord-032684-muh5rwla	100	13	in	in	IN
cord-032684-muh5rwla	100	14	the	the	DT
cord-032684-muh5rwla	100	15	best	good	JJS
cord-032684-muh5rwla	100	16	way	way	NN
cord-032684-muh5rwla	100	17	by	by	IN
cord-032684-muh5rwla	100	18	learning	learn	VBG
cord-032684-muh5rwla	100	19	the	the	DT
cord-032684-muh5rwla	100	20	relationship	relationship	NN
cord-032684-muh5rwla	100	21	between	between	IN
cord-032684-muh5rwla	100	22	the	the	DT
cord-032684-muh5rwla	100	23	models	model	NNS
cord-032684-muh5rwla	100	24	.	.	.
cord-032684-muh5rwla	101	1	Different	different	JJ
cord-032684-muh5rwla	101	2	classifiers	classifier	NNS
cord-032684-muh5rwla	101	3	vary	vary	VBP
cord-032684-muh5rwla	101	4	in	in	IN
cord-032684-muh5rwla	101	5	prediction	prediction	NN
cord-032684-muh5rwla	101	6	errors	error	NNS
cord-032684-muh5rwla	101	7	from	from	IN
cord-032684-muh5rwla	101	8	the	the	DT
cord-032684-muh5rwla	101	9	data	datum	NNS
cord-032684-muh5rwla	101	10	.	.	.
cord-032684-muh5rwla	102	1	For	for	IN
cord-032684-muh5rwla	102	2	instance	instance	NN
cord-032684-muh5rwla	102	3	,	,	,
cord-032684-muh5rwla	102	4	some	some	DT
cord-032684-muh5rwla	102	5	classifiers	classifier	NNS
cord-032684-muh5rwla	102	6	mispredict	mispredict	VBP
cord-032684-muh5rwla	102	7	the	the	DT
cord-032684-muh5rwla	102	8	data	datum	NNS
cord-032684-muh5rwla	102	9	,	,	,
cord-032684-muh5rwla	102	10	while	while	IN
cord-032684-muh5rwla	102	11	some	some	DT
cord-032684-muh5rwla	102	12	other	other	JJ
cord-032684-muh5rwla	102	13	classifiers	classifier	NNS
cord-032684-muh5rwla	102	14	predict	predict	VBP
cord-032684-muh5rwla	102	15	the	the	DT
cord-032684-muh5rwla	102	16	same	same	JJ
cord-032684-muh5rwla	102	17	data	datum	NNS
cord-032684-muh5rwla	102	18	correctly	correctly	RB
cord-032684-muh5rwla	102	19	.	.	.
cord-032684-muh5rwla	103	1	It	-PRON-	PRP
cord-032684-muh5rwla	103	2	increases	increase	VBZ
cord-032684-muh5rwla	103	3	the	the	DT
cord-032684-muh5rwla	103	4	generalization	generalization	NN
cord-032684-muh5rwla	103	5	ability	ability	NN
cord-032684-muh5rwla	103	6	of	of	IN
cord-032684-muh5rwla	103	7	the	the	DT
cord-032684-muh5rwla	103	8	model	model	NN
cord-032684-muh5rwla	103	9	and	and	CC
cord-032684-muh5rwla	103	10	reduces	reduce	VBZ
cord-032684-muh5rwla	103	11	the	the	DT
cord-032684-muh5rwla	103	12	misclassification	misclassification	NN
cord-032684-muh5rwla	103	13	rate	rate	NN
cord-032684-muh5rwla	103	14	,	,	,
cord-032684-muh5rwla	103	15	bias	bias	NN
cord-032684-muh5rwla	103	16	and	and	CC
cord-032684-muh5rwla	103	17	variance	variance	NN
cord-032684-muh5rwla	103	18	of	of	IN
cord-032684-muh5rwla	103	19	the	the	DT
cord-032684-muh5rwla	103	20	model	model	NN
cord-032684-muh5rwla	103	21	.	.	.
cord-032684-muh5rwla	104	1	The	the	DT
cord-032684-muh5rwla	104	2	stacking	stacking	NN
cord-032684-muh5rwla	104	3	based	base	VBN
cord-032684-muh5rwla	104	4	classifiers	classifier	NNS
cord-032684-muh5rwla	104	5	give	give	VBP
cord-032684-muh5rwla	104	6	a	a	DT
cord-032684-muh5rwla	104	7	high	high	JJ
cord-032684-muh5rwla	104	8	performance	performance	NN
cord-032684-muh5rwla	104	9	than	than	IN
cord-032684-muh5rwla	104	10	the	the	DT
cord-032684-muh5rwla	104	11	individual	individual	JJ
cord-032684-muh5rwla	104	12	classifier	classifier	NN
cord-032684-muh5rwla	104	13	models	model	NNS
cord-032684-muh5rwla	104	14	due	due	JJ
cord-032684-muh5rwla	104	15	to	to	IN
cord-032684-muh5rwla	104	16	its	-PRON-	PRP$
cord-032684-muh5rwla	104	17	generalization	generalization	NN
cord-032684-muh5rwla	104	18	ability	ability	NN
cord-032684-muh5rwla	104	19	[	[	-LRB-
cord-032684-muh5rwla	104	20	42	42	CD
cord-032684-muh5rwla	104	21	]	]	-RRB-
cord-032684-muh5rwla	104	22	.	.	.
cord-032684-muh5rwla	105	1	However	however	RB
cord-032684-muh5rwla	105	2	,	,	,
cord-032684-muh5rwla	105	3	most	most	JJS
cord-032684-muh5rwla	105	4	of	of	IN
cord-032684-muh5rwla	105	5	the	the	DT
cord-032684-muh5rwla	105	6	resource	resource	NN
cord-032684-muh5rwla	105	7	detection	detection	NN
cord-032684-muh5rwla	105	8	systems	system	NNS
cord-032684-muh5rwla	105	9	focus	focus	VBP
cord-032684-muh5rwla	105	10	on	on	IN
cord-032684-muh5rwla	105	11	the	the	DT
cord-032684-muh5rwla	105	12	individual	individual	JJ
cord-032684-muh5rwla	105	13	classifier	classifier	NN
cord-032684-muh5rwla	105	14	models	model	NNS
cord-032684-muh5rwla	105	15	rather	rather	RB
cord-032684-muh5rwla	105	16	than	than	IN
cord-032684-muh5rwla	105	17	the	the	DT
cord-032684-muh5rwla	105	18	ensemble	ensemble	JJ
cord-032684-muh5rwla	105	19	methods	method	NNS
cord-032684-muh5rwla	105	20	(	(	-LRB-
cord-032684-muh5rwla	105	21	a	a	DT
cord-032684-muh5rwla	105	22	combination	combination	NN
cord-032684-muh5rwla	105	23	of	of	IN
cord-032684-muh5rwla	105	24	diverse	diverse	JJ
cord-032684-muh5rwla	105	25	classifiers	classifier	NNS
cord-032684-muh5rwla	105	26	)	)	-RRB-
cord-032684-muh5rwla	105	27	.	.	.
cord-032684-muh5rwla	106	1	In	in	IN
cord-032684-muh5rwla	106	2	this	this	DT
cord-032684-muh5rwla	106	3	work	work	NN
cord-032684-muh5rwla	106	4	,	,	,
cord-032684-muh5rwla	106	5	stacked	stack	VBD
cord-032684-muh5rwla	106	6	convolutional	convolutional	NN
cord-032684-muh5rwla	106	7	neural	neural	JJ
cord-032684-muh5rwla	106	8	network	network	NN
cord-032684-muh5rwla	106	9	is	be	VBZ
cord-032684-muh5rwla	106	10	proposed	propose	VBN
cord-032684-muh5rwla	106	11	for	for	IN
cord-032684-muh5rwla	106	12	detecting	detect	VBG
cord-032684-muh5rwla	106	13	the	the	DT
cord-032684-muh5rwla	106	14	resource	resource	NN
cord-032684-muh5rwla	106	15	tweets	tweet	NNS
cord-032684-muh5rwla	106	16	from	from	IN
cord-032684-muh5rwla	106	17	social	social	JJ
cord-032684-muh5rwla	106	18	media	medium	NNS
cord-032684-muh5rwla	106	19	during	during	IN
cord-032684-muh5rwla	106	20	the	the	DT
cord-032684-muh5rwla	106	21	disaster	disaster	NN
cord-032684-muh5rwla	106	22	.	.	.
cord-032684-muh5rwla	107	1	It	-PRON-	PRP
cord-032684-muh5rwla	107	2	consists	consist	VBZ
cord-032684-muh5rwla	107	3	of	of	IN
cord-032684-muh5rwla	107	4	two	two	CD
cord-032684-muh5rwla	107	5	phases	phase	NNS
cord-032684-muh5rwla	107	6	of	of	IN
cord-032684-muh5rwla	107	7	the	the	DT
cord-032684-muh5rwla	107	8	classifier	classifier	NN
cord-032684-muh5rwla	107	9	.	.	.
cord-032684-muh5rwla	108	1	In	in	IN
cord-032684-muh5rwla	108	2	the	the	DT
cord-032684-muh5rwla	108	3	first	first	JJ
cord-032684-muh5rwla	108	4	phase	phase	NN
cord-032684-muh5rwla	108	5	,	,	,
cord-032684-muh5rwla	108	6	the	the	DT
cord-032684-muh5rwla	108	7	Convolutional	Convolutional	NNP
cord-032684-muh5rwla	108	8	Neural	Neural	NNP
cord-032684-muh5rwla	108	9	Network	Network	NNP
cord-032684-muh5rwla	108	10	and	and	CC
cord-032684-muh5rwla	108	11	the	the	DT
cord-032684-muh5rwla	108	12	KNN	KNN	NNP
cord-032684-muh5rwla	108	13	classifiers	classifier	NNS
cord-032684-muh5rwla	108	14	are	be	VBP
cord-032684-muh5rwla	108	15	used	use	VBN
cord-032684-muh5rwla	108	16	and	and	CC
cord-032684-muh5rwla	108	17	referred	refer	VBN
cord-032684-muh5rwla	108	18	to	to	IN
cord-032684-muh5rwla	108	19	as	as	IN
cord-032684-muh5rwla	108	20	base	base	NN
cord-032684-muh5rwla	108	21	-	-	HYPH
cord-032684-muh5rwla	108	22	level	level	NN
cord-032684-muh5rwla	108	23	classifiers	classifier	NNS
cord-032684-muh5rwla	108	24	.	.	.
cord-032684-muh5rwla	109	1	The	the	DT
cord-032684-muh5rwla	109	2	SVM	SVM	NNP
cord-032684-muh5rwla	109	3	classifier	classifier	NN
cord-032684-muh5rwla	109	4	is	be	VBZ
cord-032684-muh5rwla	109	5	used	use	VBN
cord-032684-muh5rwla	109	6	as	as	IN
cord-032684-muh5rwla	109	7	a	a	DT
cord-032684-muh5rwla	109	8	meta	meta	JJ
cord-032684-muh5rwla	109	9	-	-	HYPH
cord-032684-muh5rwla	109	10	level	level	NN
cord-032684-muh5rwla	109	11	classifier	classifier	NN
cord-032684-muh5rwla	109	12	in	in	IN
cord-032684-muh5rwla	109	13	the	the	DT
cord-032684-muh5rwla	109	14	second	second	JJ
cord-032684-muh5rwla	109	15	phase	phase	NN
cord-032684-muh5rwla	109	16	.	.	.
cord-032684-muh5rwla	110	1	Before	before	IN
cord-032684-muh5rwla	110	2	the	the	DT
cord-032684-muh5rwla	110	3	tweets	tweet	NNS
cord-032684-muh5rwla	110	4	are	be	VBP
cord-032684-muh5rwla	110	5	given	give	VBN
cord-032684-muh5rwla	110	6	as	as	IN
cord-032684-muh5rwla	110	7	inputs	input	NNS
cord-032684-muh5rwla	110	8	to	to	IN
cord-032684-muh5rwla	110	9	the	the	DT
cord-032684-muh5rwla	110	10	base	base	JJ
cord-032684-muh5rwla	110	11	-	-	HYPH
cord-032684-muh5rwla	110	12	level	level	NN
cord-032684-muh5rwla	110	13	classifiers	classifier	NNS
cord-032684-muh5rwla	110	14	,	,	,
cord-032684-muh5rwla	110	15	the	the	DT
cord-032684-muh5rwla	110	16	following	follow	VBG
cord-032684-muh5rwla	110	17	pre	pre	JJ
cord-032684-muh5rwla	110	18	-	-	JJ
cord-032684-muh5rwla	110	19	processing	processing	JJ
cord-032684-muh5rwla	110	20	and	and	CC
cord-032684-muh5rwla	110	21	extraction	extraction	NN
cord-032684-muh5rwla	110	22	steps	step	NNS
cord-032684-muh5rwla	110	23	are	be	VBP
cord-032684-muh5rwla	110	24	performed	perform	VBN
cord-032684-muh5rwla	110	25	,	,	,
cord-032684-muh5rwla	110	26	such	such	JJ
cord-032684-muh5rwla	110	27	as	as	IN
cord-032684-muh5rwla	110	28	:	:	:
cord-032684-muh5rwla	110	29	-All	-all	WDT
cord-032684-muh5rwla	110	30	tweets	tweet	NNS
cord-032684-muh5rwla	110	31	are	be	VBP
cord-032684-muh5rwla	110	32	changing	change	VBG
cord-032684-muh5rwla	110	33	to	to	TO
cord-032684-muh5rwla	110	34	lower	lower	VB
cord-032684-muh5rwla	110	35	case	case	NN
cord-032684-muh5rwla	110	36	letters	letter	NNS
cord-032684-muh5rwla	110	37	to	to	TO
cord-032684-muh5rwla	110	38	avoid	avoid	VB
cord-032684-muh5rwla	110	39	the	the	DT
cord-032684-muh5rwla	110	40	multiple	multiple	JJ
cord-032684-muh5rwla	110	41	copies	copy	NNS
cord-032684-muh5rwla	110	42	of	of	IN
cord-032684-muh5rwla	110	43	same	same	JJ
cord-032684-muh5rwla	110	44	words	word	NNS
cord-032684-muh5rwla	110	45	.	.	.
cord-032684-muh5rwla	111	1	-These	-These	NNP
cord-032684-muh5rwla	111	2	are	be	VBP
cord-032684-muh5rwla	111	3	divided	divide	VBN
cord-032684-muh5rwla	111	4	into	into	IN
cord-032684-muh5rwla	111	5	words	word	NNS
cord-032684-muh5rwla	111	6	and	and	CC
cord-032684-muh5rwla	111	7	it	-PRON-	PRP
cord-032684-muh5rwla	111	8	referred	refer	VBD
cord-032684-muh5rwla	111	9	as	as	IN
cord-032684-muh5rwla	111	10	tokens	token	NNS
cord-032684-muh5rwla	111	11	-The	-the	WDT
cord-032684-muh5rwla	111	12	user	user	NN
cord-032684-muh5rwla	111	13	mentions	mention	NNS
cord-032684-muh5rwla	111	14	(	(	-LRB-
cord-032684-muh5rwla	111	15	@users	@user	NNS
cord-032684-muh5rwla	111	16	)	)	-RRB-
cord-032684-muh5rwla	111	17	,	,	,
cord-032684-muh5rwla	111	18	hash	hash	NN
cord-032684-muh5rwla	111	19	-	-	HYPH
cord-032684-muh5rwla	111	20	tags	tag	NNS
cord-032684-muh5rwla	111	21	(	(	-LRB-
cord-032684-muh5rwla	111	22	#	#	$
cord-032684-muh5rwla	111	23	)	)	-RRB-
cord-032684-muh5rwla	111	24	and	and	CC
cord-032684-muh5rwla	111	25	URL	URL	NNP
cord-032684-muh5rwla	111	26	's	's	POS
cord-032684-muh5rwla	111	27	are	be	VBP
cord-032684-muh5rwla	111	28	removed	remove	VBN
cord-032684-muh5rwla	111	29	from	from	IN
cord-032684-muh5rwla	111	30	the	the	DT
cord-032684-muh5rwla	111	31	tweets	tweet	NNS
cord-032684-muh5rwla	111	32	.	.	.
cord-032684-muh5rwla	112	1	-Similarly	-similarly	RB
cord-032684-muh5rwla	112	2	,	,	,
cord-032684-muh5rwla	112	3	stop	stop	VB
cord-032684-muh5rwla	112	4	-	-	HYPH
cord-032684-muh5rwla	112	5	words	word	NNS
cord-032684-muh5rwla	112	6	,	,	,
cord-032684-muh5rwla	112	7	numerical	numerical	JJ
cord-032684-muh5rwla	112	8	and	and	CC
cord-032684-muh5rwla	112	9	unknown	unknown	JJ
cord-032684-muh5rwla	112	10	symbols	symbol	NNS
cord-032684-muh5rwla	112	11	are	be	VBP
cord-032684-muh5rwla	112	12	omitted	omit	VBN
cord-032684-muh5rwla	112	13	from	from	IN
cord-032684-muh5rwla	112	14	tweets	tweet	NNS
cord-032684-muh5rwla	112	15	.	.	.
cord-032684-muh5rwla	113	1	For	for	IN
cord-032684-muh5rwla	113	2	each	each	DT
cord-032684-muh5rwla	113	3	tweet	tweet	NN
cord-032684-muh5rwla	113	4	,	,	,
cord-032684-muh5rwla	113	5	two	two	CD
cord-032684-muh5rwla	113	6	types	type	NNS
cord-032684-muh5rwla	113	7	of	of	IN
cord-032684-muh5rwla	113	8	feature	feature	NN
cord-032684-muh5rwla	113	9	representation	representation	NN
cord-032684-muh5rwla	113	10	,	,	,
cord-032684-muh5rwla	113	11	and	and	CC
cord-032684-muh5rwla	113	12	the	the	DT
cord-032684-muh5rwla	113	13	following	follow	VBG
cord-032684-muh5rwla	113	14	techniques	technique	NNS
cord-032684-muh5rwla	113	15	are	be	VBP
cord-032684-muh5rwla	113	16	used	use	VBN
cord-032684-muh5rwla	113	17	to	to	TO
cord-032684-muh5rwla	113	18	generate	generate	VB
cord-032684-muh5rwla	113	19	a	a	DT
cord-032684-muh5rwla	113	20	feature	feature	NN
cord-032684-muh5rwla	113	21	representation	representation	NN
cord-032684-muh5rwla	113	22	from	from	IN
cord-032684-muh5rwla	113	23	tweets	tweet	NNS
cord-032684-muh5rwla	113	24	,	,	,
cord-032684-muh5rwla	113	25	such	such	JJ
cord-032684-muh5rwla	113	26	as	as	IN
cord-032684-muh5rwla	113	27	:	:	:
cord-032684-muh5rwla	113	28	We	-PRON-	PRP
cord-032684-muh5rwla	113	29	used	use	VBD
cord-032684-muh5rwla	113	30	pre	pre	JJ
cord-032684-muh5rwla	113	31	-	-	JJ
cord-032684-muh5rwla	113	32	trained	trained	JJ
cord-032684-muh5rwla	113	33	crisis	crisis	NN
cord-032684-muh5rwla	113	34	word	word	NN
cord-032684-muh5rwla	113	35	embeddings	embedding	NNS
cord-032684-muh5rwla	113	36	to	to	TO
cord-032684-muh5rwla	113	37	represent	represent	VB
cord-032684-muh5rwla	113	38	the	the	DT
cord-032684-muh5rwla	113	39	300-dimensional	300-dimensional	CD
cord-032684-muh5rwla	113	40	vectors	vector	NNS
cord-032684-muh5rwla	113	41	for	for	IN
cord-032684-muh5rwla	113	42	each	each	DT
cord-032684-muh5rwla	113	43	word	word	NN
cord-032684-muh5rwla	113	44	in	in	IN
cord-032684-muh5rwla	113	45	a	a	DT
cord-032684-muh5rwla	113	46	tweet	tweet	NN
cord-032684-muh5rwla	113	47	.	.	.
cord-032684-muh5rwla	114	1	It	-PRON-	PRP
cord-032684-muh5rwla	114	2	is	be	VBZ
cord-032684-muh5rwla	114	3	mainly	mainly	RB
cord-032684-muh5rwla	114	4	based	base	VBN
cord-032684-muh5rwla	114	5	on	on	IN
cord-032684-muh5rwla	114	6	52	52	CD
cord-032684-muh5rwla	114	7	million	million	CD
cord-032684-muh5rwla	114	8	crisis	crisis	NN
cord-032684-muh5rwla	114	9	-	-	HYPH
cord-032684-muh5rwla	114	10	related	relate	VBN
cord-032684-muh5rwla	114	11	tweets	tweet	NNS
cord-032684-muh5rwla	114	12	collected	collect	VBN
cord-032684-muh5rwla	114	13	during	during	IN
cord-032684-muh5rwla	114	14	19	19	CD
cord-032684-muh5rwla	114	15	crisis	crisis	NN
cord-032684-muh5rwla	114	16	events	event	NNS
cord-032684-muh5rwla	114	17	and	and	CC
cord-032684-muh5rwla	114	18	used	use	VBD
cord-032684-muh5rwla	114	19	word2vec	word2vec	NN
cord-032684-muh5rwla	114	20	tool	tool	NN
cord-032684-muh5rwla	114	21	for	for	IN
cord-032684-muh5rwla	114	22	training	train	VBG
cord-032684-muh5rwla	114	23	the	the	DT
cord-032684-muh5rwla	114	24	word	word	NN
cord-032684-muh5rwla	114	25	embeddings	embedding	NNS
cord-032684-muh5rwla	114	26	.	.	.
cord-032684-muh5rwla	115	1	It	-PRON-	PRP
cord-032684-muh5rwla	115	2	uses	use	VBZ
cord-032684-muh5rwla	115	3	the	the	DT
cord-032684-muh5rwla	115	4	Continuous	Continuous	NNP
cord-032684-muh5rwla	115	5	Bag	Bag	NNP
cord-032684-muh5rwla	115	6	Of	of	IN
cord-032684-muh5rwla	115	7	Words	Words	NNPS
cord-032684-muh5rwla	115	8	Model	Model	NNP
cord-032684-muh5rwla	115	9	(	(	-LRB-
cord-032684-muh5rwla	115	10	CBOW	CBOW	NNP
cord-032684-muh5rwla	115	11	)	)	-RRB-
cord-032684-muh5rwla	115	12	architecture	architecture	NN
cord-032684-muh5rwla	115	13	with	with	IN
cord-032684-muh5rwla	115	14	negative	negative	JJ
cord-032684-muh5rwla	115	15	sampling	sampling	NN
cord-032684-muh5rwla	115	16	to	to	TO
cord-032684-muh5rwla	115	17	generate	generate	VB
cord-032684-muh5rwla	115	18	word	word	NN
cord-032684-muh5rwla	115	19	embeddings	embedding	NNS
cord-032684-muh5rwla	115	20	.	.	.
cord-032684-muh5rwla	116	1	[	[	-LRB-
cord-032684-muh5rwla	116	2	45	45	CD
cord-032684-muh5rwla	116	3	]	]	-RRB-
cord-032684-muh5rwla	116	4	to	to	TO
cord-032684-muh5rwla	116	5	extract	extract	VB
cord-032684-muh5rwla	116	6	the	the	DT
cord-032684-muh5rwla	116	7	top	top	RB
cord-032684-muh5rwla	116	8	-	-	HYPH
cord-032684-muh5rwla	116	9	most	most	RBS
cord-032684-muh5rwla	116	10	informative	informative	JJ
cord-032684-muh5rwla	116	11	words	word	NNS
cord-032684-muh5rwla	116	12	from	from	IN
cord-032684-muh5rwla	116	13	tweets	tweet	NNS
cord-032684-muh5rwla	116	14	because	because	IN
cord-032684-muh5rwla	116	15	it	-PRON-	PRP
cord-032684-muh5rwla	116	16	has	have	VBZ
cord-032684-muh5rwla	116	17	already	already	RB
cord-032684-muh5rwla	116	18	been	be	VBN
cord-032684-muh5rwla	116	19	shown	show	VBN
cord-032684-muh5rwla	116	20	to	to	TO
cord-032684-muh5rwla	116	21	be	be	VB
cord-032684-muh5rwla	116	22	one	one	CD
cord-032684-muh5rwla	116	23	of	of	IN
cord-032684-muh5rwla	116	24	the	the	DT
cord-032684-muh5rwla	116	25	most	most	RBS
cord-032684-muh5rwla	116	26	efficient	efficient	JJ
cord-032684-muh5rwla	116	27	feature	feature	NN
cord-032684-muh5rwla	116	28	selection	selection	NN
cord-032684-muh5rwla	116	29	algorithm	algorithm	NN
cord-032684-muh5rwla	116	30	for	for	IN
cord-032684-muh5rwla	116	31	text	text	NN
cord-032684-muh5rwla	116	32	categorization	categorization	NN
cord-032684-muh5rwla	116	33	.	.	.
cord-032684-muh5rwla	117	1	The	the	DT
cord-032684-muh5rwla	117	2	SVM	SVM	NNP
cord-032684-muh5rwla	117	3	classifier	classifier	NN
cord-032684-muh5rwla	117	4	is	be	VBZ
cord-032684-muh5rwla	117	5	used	use	VBN
cord-032684-muh5rwla	117	6	for	for	IN
cord-032684-muh5rwla	117	7	the	the	DT
cord-032684-muh5rwla	117	8	χ	χ	CD
cord-032684-muh5rwla	117	9	2	2	CD
cord-032684-muh5rwla	117	10	−	−	CD
cord-032684-muh5rwla	117	11	static	static	JJ
cord-032684-muh5rwla	117	12	feature	feature	NN
cord-032684-muh5rwla	117	13	selection	selection	NN
cord-032684-muh5rwla	117	14	algorithm	algorithm	NN
cord-032684-muh5rwla	117	15	because	because	IN
cord-032684-muh5rwla	117	16	the	the	DT
cord-032684-muh5rwla	117	17	authors	author	NNS
cord-032684-muh5rwla	117	18	in	in	IN
cord-032684-muh5rwla	117	19	[	[	-LRB-
cord-032684-muh5rwla	117	20	20	20	CD
cord-032684-muh5rwla	117	21	]	]	-RRB-
cord-032684-muh5rwla	117	22	concluded	conclude	VBD
cord-032684-muh5rwla	117	23	that	that	IN
cord-032684-muh5rwla	117	24	the	the	DT
cord-032684-muh5rwla	117	25	SVM	SVM	NNP
cord-032684-muh5rwla	117	26	with	with	IN
cord-032684-muh5rwla	117	27	χ	χ	CD
cord-032684-muh5rwla	117	28	2	2	CD
cord-032684-muh5rwla	117	29	statistic	statistic	NN
cord-032684-muh5rwla	117	30	feature	feature	NN
cord-032684-muh5rwla	117	31	selection	selection	NN
cord-032684-muh5rwla	117	32	performed	perform	VBN
cord-032684-muh5rwla	117	33	well	well	RB
cord-032684-muh5rwla	117	34	than	than	IN
cord-032684-muh5rwla	117	35	other	other	JJ
cord-032684-muh5rwla	117	36	traditional	traditional	JJ
cord-032684-muh5rwla	117	37	methods	method	NNS
cord-032684-muh5rwla	117	38	.	.	.
cord-032684-muh5rwla	118	1	The	the	DT
cord-032684-muh5rwla	118	2	extracted	extract	VBN
cord-032684-muh5rwla	118	3	domain	domain	NN
cord-032684-muh5rwla	118	4	-	-	HYPH
cord-032684-muh5rwla	118	5	specific	specific	JJ
cord-032684-muh5rwla	118	6	features	feature	NNS
cord-032684-muh5rwla	118	7	are	be	VBP
cord-032684-muh5rwla	118	8	shown	show	VBN
cord-032684-muh5rwla	118	9	in	in	IN
cord-032684-muh5rwla	118	10	Table	Table	NNP
cord-032684-muh5rwla	118	11	2	2	CD
cord-032684-muh5rwla	118	12	.	.	.
cord-032684-muh5rwla	119	1	The	the	DT
cord-032684-muh5rwla	119	2	first	first	JJ
cord-032684-muh5rwla	119	3	,	,	,
cord-032684-muh5rwla	119	4	second	second	JJ
cord-032684-muh5rwla	119	5	,	,	,
cord-032684-muh5rwla	119	6	and	and	CC
cord-032684-muh5rwla	119	7	third	third	JJ
cord-032684-muh5rwla	119	8	columns	column	NNS
cord-032684-muh5rwla	119	9	are	be	VBP
cord-032684-muh5rwla	119	10	the	the	DT
cord-032684-muh5rwla	119	11	serial	serial	JJ
cord-032684-muh5rwla	119	12	number	number	NN
cord-032684-muh5rwla	119	13	,	,	,
cord-032684-muh5rwla	119	14	features	feature	NNS
cord-032684-muh5rwla	119	15	and	and	CC
cord-032684-muh5rwla	119	16	information	information	NN
cord-032684-muh5rwla	119	17	category	category	NN
cord-032684-muh5rwla	119	18	,	,	,
cord-032684-muh5rwla	119	19	respectively	respectively	RB
cord-032684-muh5rwla	119	20	.	.	.
cord-032684-muh5rwla	120	1	χ	χ	LS
cord-032684-muh5rwla	120	2	2	2	CD
cord-032684-muh5rwla	120	3	−	−	CD
cord-032684-muh5rwla	120	4	static	static	JJ
cord-032684-muh5rwla	120	5	feature	feature	NN
cord-032684-muh5rwla	120	6	selection	selection	NN
cord-032684-muh5rwla	120	7	algorithm	algorithm	NN
cord-032684-muh5rwla	120	8	is	be	VBZ
cord-032684-muh5rwla	120	9	used	use	VBN
cord-032684-muh5rwla	120	10	The	the	DT
cord-032684-muh5rwla	120	11	above	above	JJ
cord-032684-muh5rwla	120	12	two	two	CD
cord-032684-muh5rwla	120	13	methods	method	NNS
cord-032684-muh5rwla	120	14	provide	provide	VBP
cord-032684-muh5rwla	120	15	two	two	CD
cord-032684-muh5rwla	120	16	feature	feature	NN
cord-032684-muh5rwla	120	17	vector	vector	NN
cord-032684-muh5rwla	120	18	representations	representation	NNS
cord-032684-muh5rwla	120	19	for	for	IN
cord-032684-muh5rwla	120	20	each	each	DT
cord-032684-muh5rwla	120	21	tweet	tweet	NN
cord-032684-muh5rwla	120	22	that	that	WDT
cord-032684-muh5rwla	120	23	are	be	VBP
cord-032684-muh5rwla	120	24	given	give	VBN
cord-032684-muh5rwla	120	25	as	as	IN
cord-032684-muh5rwla	120	26	input	input	NN
cord-032684-muh5rwla	120	27	to	to	IN
cord-032684-muh5rwla	120	28	base	base	NN
cord-032684-muh5rwla	120	29	-	-	HYPH
cord-032684-muh5rwla	120	30	level	level	NN
cord-032684-muh5rwla	120	31	classifiers	classifier	NNS
cord-032684-muh5rwla	120	32	such	such	JJ
cord-032684-muh5rwla	120	33	as	as	IN
cord-032684-muh5rwla	120	34	CNN	CNN	NNP
cord-032684-muh5rwla	120	35	and	and	CC
cord-032684-muh5rwla	120	36	KNN	KNN	NNP
cord-032684-muh5rwla	120	37	Classifiers	Classifiers	NNPS
cord-032684-muh5rwla	120	38	.	.	.
cord-032684-muh5rwla	121	1	CNN	CNN	NNP
cord-032684-muh5rwla	121	2	is	be	VBZ
cord-032684-muh5rwla	121	3	suitable	suitable	JJ
cord-032684-muh5rwla	121	4	to	to	TO
cord-032684-muh5rwla	121	5	elicit	elicit	VB
cord-032684-muh5rwla	121	6	local	local	JJ
cord-032684-muh5rwla	121	7	and	and	CC
cord-032684-muh5rwla	121	8	deep	deep	JJ
cord-032684-muh5rwla	121	9	features	feature	NNS
cord-032684-muh5rwla	121	10	from	from	IN
cord-032684-muh5rwla	121	11	natural	natural	JJ
cord-032684-muh5rwla	121	12	language	language	NN
cord-032684-muh5rwla	121	13	.	.	.
cord-032684-muh5rwla	122	1	The	the	DT
cord-032684-muh5rwla	122	2	authors	author	NNS
cord-032684-muh5rwla	122	3	[	[	-LRB-
cord-032684-muh5rwla	122	4	12	12	CD
cord-032684-muh5rwla	122	5	]	]	-RRB-
cord-032684-muh5rwla	122	6	have	have	VBP
cord-032684-muh5rwla	122	7	shown	show	VBN
cord-032684-muh5rwla	122	8	that	that	IN
cord-032684-muh5rwla	122	9	CNN	CNN	NNP
cord-032684-muh5rwla	122	10	has	have	VBZ
cord-032684-muh5rwla	122	11	had	have	VBN
cord-032684-muh5rwla	122	12	better	well	JJR
cord-032684-muh5rwla	122	13	results	result	NNS
cord-032684-muh5rwla	122	14	in	in	IN
cord-032684-muh5rwla	122	15	sentence	sentence	NN
cord-032684-muh5rwla	122	16	classification	classification	NN
cord-032684-muh5rwla	122	17	.	.	.
cord-032684-muh5rwla	123	1	The	the	DT
cord-032684-muh5rwla	123	2	authors	author	NNS
cord-032684-muh5rwla	123	3	in	in	IN
cord-032684-muh5rwla	123	4	[	[	-LRB-
cord-032684-muh5rwla	123	5	34	34	CD
cord-032684-muh5rwla	123	6	]	]	-RRB-
cord-032684-muh5rwla	123	7	have	have	VBP
cord-032684-muh5rwla	123	8	extended	extend	VBN
cord-032684-muh5rwla	123	9	a	a	DT
cord-032684-muh5rwla	123	10	convolutional	convolutional	NN
cord-032684-muh5rwla	123	11	-	-	HYPH
cord-032684-muh5rwla	123	12	recursive	recursive	JJ
cord-032684-muh5rwla	123	13	deep	deep	JJ
cord-032684-muh5rwla	123	14	model	model	NN
cord-032684-muh5rwla	123	15	for	for	IN
cord-032684-muh5rwla	123	16	3D	3d	JJ
cord-032684-muh5rwla	123	17	object	object	NN
cord-032684-muh5rwla	123	18	classification	classification	NN
cord-032684-muh5rwla	123	19	that	that	WDT
cord-032684-muh5rwla	123	20	employs	employ	VBZ
cord-032684-muh5rwla	123	21	a	a	DT
cord-032684-muh5rwla	123	22	combination	combination	NN
cord-032684-muh5rwla	123	23	of	of	IN
cord-032684-muh5rwla	123	24	Convolutional	Convolutional	NNP
cord-032684-muh5rwla	123	25	and	and	CC
cord-032684-muh5rwla	123	26	Recursive	recursive	JJ
cord-032684-muh5rwla	123	27	Neural	Neural	NNP
cord-032684-muh5rwla	123	28	Networks	Networks	NNPS
cord-032684-muh5rwla	123	29	(	(	-LRB-
cord-032684-muh5rwla	123	30	RNN	RNN	NNP
cord-032684-muh5rwla	123	31	)	)	-RRB-
cord-032684-muh5rwla	123	32	cooperatively	cooperatively	RB
cord-032684-muh5rwla	123	33	.	.	.
cord-032684-muh5rwla	124	1	The	the	DT
cord-032684-muh5rwla	124	2	CNN	CNN	NNP
cord-032684-muh5rwla	124	3	layer	layer	NN
cord-032684-muh5rwla	124	4	discovers	discover	VBZ
cord-032684-muh5rwla	124	5	the	the	DT
cord-032684-muh5rwla	124	6	low	low	JJ
cord-032684-muh5rwla	124	7	-	-	HYPH
cord-032684-muh5rwla	124	8	level	level	NN
cord-032684-muh5rwla	124	9	translation	translation	NN
cord-032684-muh5rwla	124	10	stable	stable	JJ
cord-032684-muh5rwla	124	11	features	feature	NNS
cord-032684-muh5rwla	124	12	that	that	WDT
cord-032684-muh5rwla	124	13	are	be	VBP
cord-032684-muh5rwla	124	14	feed	feed	VBN
cord-032684-muh5rwla	124	15	into	into	IN
cord-032684-muh5rwla	124	16	multiple	multiple	JJ
cord-032684-muh5rwla	124	17	,	,	,
cord-032684-muh5rwla	124	18	fixed	fix	VBN
cord-032684-muh5rwla	124	19	-	-	HYPH
cord-032684-muh5rwla	124	20	tree	tree	NN
cord-032684-muh5rwla	124	21	RNNs	rnn	NNS
cord-032684-muh5rwla	124	22	to	to	TO
cord-032684-muh5rwla	124	23	formulate	formulate	VB
cord-032684-muh5rwla	124	24	higher	high	JJR
cord-032684-muh5rwla	124	25	-	-	HYPH
cord-032684-muh5rwla	124	26	order	order	NN
cord-032684-muh5rwla	124	27	features	feature	NNS
cord-032684-muh5rwla	124	28	.	.	.
cord-032684-muh5rwla	125	1	In	in	IN
cord-032684-muh5rwla	125	2	[	[	-LRB-
cord-032684-muh5rwla	125	3	27	27	CD
cord-032684-muh5rwla	125	4	]	]	-RRB-
cord-032684-muh5rwla	125	5	,	,	,
cord-032684-muh5rwla	125	6	the	the	DT
cord-032684-muh5rwla	125	7	authors	author	NNS
cord-032684-muh5rwla	125	8	have	have	VBP
cord-032684-muh5rwla	125	9	shown	show	VBN
cord-032684-muh5rwla	125	10	that	that	IN
cord-032684-muh5rwla	125	11	CNN	CNN	NNP
cord-032684-muh5rwla	125	12	outperforms	outperform	VBZ
cord-032684-muh5rwla	125	13	many	many	JJ
cord-032684-muh5rwla	125	14	traditional	traditional	JJ
cord-032684-muh5rwla	125	15	methods	method	NNS
cord-032684-muh5rwla	125	16	in	in	IN
cord-032684-muh5rwla	125	17	biomedical	biomedical	JJ
cord-032684-muh5rwla	125	18	text	text	NN
cord-032684-muh5rwla	125	19	classification	classification	NN
cord-032684-muh5rwla	125	20	,	,	,
cord-032684-muh5rwla	125	21	Embedding	Embedding	NNP
cord-032684-muh5rwla	125	22	Layer	Layer	NNP
cord-032684-muh5rwla	126	1	It	-PRON-	PRP
cord-032684-muh5rwla	126	2	is	be	VBZ
cord-032684-muh5rwla	126	3	the	the	DT
cord-032684-muh5rwla	126	4	very	very	RB
cord-032684-muh5rwla	126	5	first	first	JJ
cord-032684-muh5rwla	126	6	layer	layer	NN
cord-032684-muh5rwla	126	7	of	of	IN
cord-032684-muh5rwla	126	8	CNN	CNN	NNP
cord-032684-muh5rwla	126	9	.	.	.
cord-032684-muh5rwla	127	1	It	-PRON-	PRP
cord-032684-muh5rwla	127	2	takes	take	VBZ
cord-032684-muh5rwla	127	3	a	a	DT
cord-032684-muh5rwla	127	4	fixed	fix	VBN
cord-032684-muh5rwla	127	5	number	number	NN
cord-032684-muh5rwla	127	6	of	of	IN
cord-032684-muh5rwla	127	7	words	word	NNS
cord-032684-muh5rwla	127	8	from	from	IN
cord-032684-muh5rwla	127	9	the	the	DT
cord-032684-muh5rwla	127	10	tweets	tweet	NNS
cord-032684-muh5rwla	127	11	as	as	IN
cord-032684-muh5rwla	127	12	input	input	NN
cord-032684-muh5rwla	127	13	and	and	CC
cord-032684-muh5rwla	127	14	converts	convert	VBZ
cord-032684-muh5rwla	127	15	into	into	IN
cord-032684-muh5rwla	127	16	a	a	DT
cord-032684-muh5rwla	127	17	corresponding	corresponding	JJ
cord-032684-muh5rwla	127	18	300-dimensional	300-dimensional	CD
cord-032684-muh5rwla	127	19	crisis	crisis	NN
cord-032684-muh5rwla	127	20	word	word	NN
cord-032684-muh5rwla	127	21	vector	vector	NN
cord-032684-muh5rwla	127	22	.	.	.
cord-032684-muh5rwla	128	1	The	the	DT
cord-032684-muh5rwla	128	2	300-dimensional	300-dimensional	CD
cord-032684-muh5rwla	128	3	tweet	tweet	NN
cord-032684-muh5rwla	128	4	vector	vector	NN
cord-032684-muh5rwla	128	5	is	be	VBZ
cord-032684-muh5rwla	128	6	passed	pass	VBN
cord-032684-muh5rwla	128	7	into	into	IN
cord-032684-muh5rwla	128	8	a	a	DT
cord-032684-muh5rwla	128	9	series	series	NN
cord-032684-muh5rwla	128	10	of	of	IN
cord-032684-muh5rwla	128	11	convolution	convolution	NN
cord-032684-muh5rwla	128	12	and	and	CC
cord-032684-muh5rwla	128	13	pooling	pooling	NN
cord-032684-muh5rwla	128	14	operations	operation	NNS
cord-032684-muh5rwla	128	15	to	to	TO
cord-032684-muh5rwla	128	16	understand	understand	VB
cord-032684-muh5rwla	128	17	high	high	JJ
cord-032684-muh5rwla	128	18	-	-	HYPH
cord-032684-muh5rwla	128	19	level	level	NN
cord-032684-muh5rwla	128	20	feature	feature	NN
cord-032684-muh5rwla	128	21	representations	representation	NNS
cord-032684-muh5rwla	128	22	.	.	.
cord-032684-muh5rwla	129	1	In	in	IN
cord-032684-muh5rwla	129	2	the	the	DT
cord-032684-muh5rwla	129	3	convolution	convolution	NN
cord-032684-muh5rwla	129	4	layer	layer	NN
cord-032684-muh5rwla	129	5	,	,	,
cord-032684-muh5rwla	129	6	the	the	DT
cord-032684-muh5rwla	129	7	new	new	JJ
cord-032684-muh5rwla	129	8	features	feature	NNS
cord-032684-muh5rwla	129	9	'	'	``
cord-032684-muh5rwla	129	10	F	F	NNP
cord-032684-muh5rwla	129	11	'	'	''
cord-032684-muh5rwla	129	12	are	be	VBP
cord-032684-muh5rwla	129	13	generated	generate	VBN
cord-032684-muh5rwla	129	14	by	by	IN
cord-032684-muh5rwla	129	15	using	use	VBG
cord-032684-muh5rwla	129	16	convolution	convolution	NN
cord-032684-muh5rwla	129	17	kernel	kernel	NN
cord-032684-muh5rwla	129	18	'	'	``
cord-032684-muh5rwla	129	19	U	u	NN
cord-032684-muh5rwla	129	20	∈	∈	NN
cord-032684-muh5rwla	129	21	R	r	NN
cord-032684-muh5rwla	129	22	gd	gd	NN
cord-032684-muh5rwla	129	23	'	'	''
cord-032684-muh5rwla	129	24	to	to	IN
cord-032684-muh5rwla	129	25	a	a	DT
cord-032684-muh5rwla	129	26	window	window	NN
cord-032684-muh5rwla	129	27	of	of	IN
cord-032684-muh5rwla	129	28	g	g	NN
cord-032684-muh5rwla	129	29	words	word	NNS
cord-032684-muh5rwla	129	30	(	(	-LRB-
cord-032684-muh5rwla	129	31	filter	filter	NN
cord-032684-muh5rwla	129	32	size	size	NN
cord-032684-muh5rwla	129	33	)	)	-RRB-
cord-032684-muh5rwla	129	34	as	as	IN
cord-032684-muh5rwla	129	35	shown	show	VBN
cord-032684-muh5rwla	129	36	in	in	IN
cord-032684-muh5rwla	129	37	(	(	-LRB-
cord-032684-muh5rwla	129	38	1	1	CD
cord-032684-muh5rwla	129	39	)	)	-RRB-
cord-032684-muh5rwla	129	40	.	.	.
cord-032684-muh5rwla	130	1	Where	where	WRB
cord-032684-muh5rwla	130	2	'	'	``
cord-032684-muh5rwla	130	3	x	x	CC
cord-032684-muh5rwla	130	4	j	j	NNP
cord-032684-muh5rwla	130	5	:	:	:
cord-032684-muh5rwla	130	6	j	j	NNP
cord-032684-muh5rwla	130	7	+	+	CC
cord-032684-muh5rwla	130	8	g−1	g−1	NNP
cord-032684-muh5rwla	130	9	'	'	''
cord-032684-muh5rwla	130	10	is	be	VBZ
cord-032684-muh5rwla	130	11	the	the	DT
cord-032684-muh5rwla	130	12	concatenation	concatenation	NN
cord-032684-muh5rwla	130	13	of	of	IN
cord-032684-muh5rwla	130	14	input	input	NN
cord-032684-muh5rwla	130	15	vectors	vector	NNS
cord-032684-muh5rwla	130	16	'	'	''
cord-032684-muh5rwla	130	17	(	(	-LRB-
cord-032684-muh5rwla	130	18	x	x	NNP
cord-032684-muh5rwla	130	19	j	j	NNP
cord-032684-muh5rwla	130	20	,	,	,
cord-032684-muh5rwla	130	21	x	x	SYM
cord-032684-muh5rwla	130	22	j	j	NNP
cord-032684-muh5rwla	130	23	+1	+1	NNP
cord-032684-muh5rwla	130	24	...	...	:
cord-032684-muh5rwla	130	25	x	x	SYM
cord-032684-muh5rwla	130	26	j	j	NNP
cord-032684-muh5rwla	130	27	+	+	CC
cord-032684-muh5rwla	130	28	g−1	g−1	NNP
cord-032684-muh5rwla	130	29	)	)	-RRB-
cord-032684-muh5rwla	130	30	'	'	''
cord-032684-muh5rwla	130	31	,	,	,
cord-032684-muh5rwla	130	32	'	'	''
cord-032684-muh5rwla	130	33	b	b	NN
cord-032684-muh5rwla	130	34	'	'	''
cord-032684-muh5rwla	130	35	is	be	VBZ
cord-032684-muh5rwla	130	36	a	a	DT
cord-032684-muh5rwla	130	37	bias	bias	NN
cord-032684-muh5rwla	130	38	term	term	NN
cord-032684-muh5rwla	130	39	and	and	CC
cord-032684-muh5rwla	130	40	'	'	``
cord-032684-muh5rwla	130	41	f	f	NNP
cord-032684-muh5rwla	130	42	'	'	''
cord-032684-muh5rwla	130	43	is	be	VBZ
cord-032684-muh5rwla	130	44	a	a	DT
cord-032684-muh5rwla	130	45	non	non	JJ
cord-032684-muh5rwla	130	46	-	-	JJ
cord-032684-muh5rwla	130	47	linear	linear	JJ
cord-032684-muh5rwla	130	48	activation	activation	NN
cord-032684-muh5rwla	130	49	function	function	NN
cord-032684-muh5rwla	130	50	like	like	IN
cord-032684-muh5rwla	130	51	'	'	``
cord-032684-muh5rwla	130	52	sig	sig	UH
cord-032684-muh5rwla	130	53	'	'	''
cord-032684-muh5rwla	130	54	,	,	,
cord-032684-muh5rwla	130	55	'	'	``
cord-032684-muh5rwla	130	56	tanh	tanh	NNP
cord-032684-muh5rwla	130	57	'	'	''
cord-032684-muh5rwla	130	58	,	,	,
cord-032684-muh5rwla	130	59	etc	etc	FW
cord-032684-muh5rwla	130	60	.	.	.
cord-032684-muh5rwla	131	1	The	the	DT
cord-032684-muh5rwla	131	2	filter	filter	NN
cord-032684-muh5rwla	131	3	is	be	VBZ
cord-032684-muh5rwla	131	4	used	use	VBN
cord-032684-muh5rwla	131	5	to	to	IN
cord-032684-muh5rwla	131	6	the	the	DT
cord-032684-muh5rwla	131	7	window	window	NN
cord-032684-muh5rwla	131	8	of	of	IN
cord-032684-muh5rwla	131	9	'	'	``
cord-032684-muh5rwla	131	10	g	g	NN
cord-032684-muh5rwla	131	11	'	'	POS
cord-032684-muh5rwla	131	12	words	word	NNS
cord-032684-muh5rwla	131	13	for	for	IN
cord-032684-muh5rwla	131	14	getting	get	VBG
cord-032684-muh5rwla	131	15	the	the	DT
cord-032684-muh5rwla	131	16	feature	feature	NN
cord-032684-muh5rwla	131	17	map	map	NN
cord-032684-muh5rwla	131	18	with	with	IN
cord-032684-muh5rwla	131	19	'	'	``
cord-032684-muh5rwla	131	20	F	f	NN
cord-032684-muh5rwla	131	21	∈	∈	NN
cord-032684-muh5rwla	131	22	R	R	NNP
cord-032684-muh5rwla	131	23	n−g+1	n−g+1	NNP
cord-032684-muh5rwla	131	24	'	'	''
cord-032684-muh5rwla	131	25	which	which	WDT
cord-032684-muh5rwla	131	26	is	be	VBZ
cord-032684-muh5rwla	131	27	shown	show	VBN
cord-032684-muh5rwla	131	28	in	in	IN
cord-032684-muh5rwla	131	29	(	(	-LRB-
cord-032684-muh5rwla	131	30	2	2	CD
cord-032684-muh5rwla	131	31	)	)	-RRB-
cord-032684-muh5rwla	131	32	.	.	.
cord-032684-muh5rwla	132	1	Different	different	JJ
cord-032684-muh5rwla	132	2	'	'	``
cord-032684-muh5rwla	132	3	g	g	NN
cord-032684-muh5rwla	132	4	'	'	``
cord-032684-muh5rwla	132	5	values	value	NNS
cord-032684-muh5rwla	132	6	(	(	-LRB-
cord-032684-muh5rwla	132	7	3	3	CD
cord-032684-muh5rwla	132	8	,	,	,
cord-032684-muh5rwla	132	9	4	4	CD
cord-032684-muh5rwla	132	10	,	,	,
cord-032684-muh5rwla	132	11	5	5	CD
cord-032684-muh5rwla	132	12	)	)	-RRB-
cord-032684-muh5rwla	132	13	are	be	VBP
cord-032684-muh5rwla	132	14	used	use	VBN
cord-032684-muh5rwla	132	15	to	to	TO
cord-032684-muh5rwla	132	16	capture	capture	VB
cord-032684-muh5rwla	132	17	the	the	DT
cord-032684-muh5rwla	132	18	different	different	JJ
cord-032684-muh5rwla	132	19	n	n	NN
cord-032684-muh5rwla	132	20	-	-	HYPH
cord-032684-muh5rwla	132	21	gram	gram	NN
cord-032684-muh5rwla	132	22	features	feature	NNS
cord-032684-muh5rwla	132	23	from	from	IN
cord-032684-muh5rwla	132	24	the	the	DT
cord-032684-muh5rwla	132	25	tweet	tweet	NN
cord-032684-muh5rwla	132	26	.	.	.
cord-032684-muh5rwla	133	1	This	this	DT
cord-032684-muh5rwla	133	2	process	process	NN
cord-032684-muh5rwla	133	3	is	be	VBZ
cord-032684-muh5rwla	133	4	repeated	repeat	VBN
cord-032684-muh5rwla	133	5	for	for	IN
cord-032684-muh5rwla	133	6	100	100	CD
cord-032684-muh5rwla	133	7	times	time	NNS
cord-032684-muh5rwla	133	8	(	(	-LRB-
cord-032684-muh5rwla	133	9	100	100	CD
cord-032684-muh5rwla	133	10	filters	filter	NNS
cord-032684-muh5rwla	133	11	)	)	-RRB-
cord-032684-muh5rwla	133	12	to	to	TO
cord-032684-muh5rwla	133	13	produce	produce	VB
cord-032684-muh5rwla	133	14	the	the	DT
cord-032684-muh5rwla	133	15	100	100	CD
cord-032684-muh5rwla	133	16	feature	feature	NN
cord-032684-muh5rwla	133	17	maps	map	NNS
cord-032684-muh5rwla	133	18	to	to	TO
cord-032684-muh5rwla	133	19	learn	learn	VB
cord-032684-muh5rwla	133	20	the	the	DT
cord-032684-muh5rwla	133	21	complementary	complementary	JJ
cord-032684-muh5rwla	133	22	features	feature	NNS
cord-032684-muh5rwla	133	23	of	of	IN
cord-032684-muh5rwla	133	24	the	the	DT
cord-032684-muh5rwla	133	25	same	same	JJ
cord-032684-muh5rwla	133	26	filter	filter	NN
cord-032684-muh5rwla	133	27	size	size	NN
cord-032684-muh5rwla	133	28	.	.	.
cord-032684-muh5rwla	134	1	After	after	IN
cord-032684-muh5rwla	134	2	getting	get	VBG
cord-032684-muh5rwla	134	3	the	the	DT
cord-032684-muh5rwla	134	4	feature	feature	NN
cord-032684-muh5rwla	134	5	map	map	NN
cord-032684-muh5rwla	134	6	,	,	,
cord-032684-muh5rwla	134	7	maximum	maximum	JJ
cord-032684-muh5rwla	134	8	pooling	pooling	NN
cord-032684-muh5rwla	134	9	is	be	VBZ
cord-032684-muh5rwla	134	10	applied	apply	VBN
cord-032684-muh5rwla	134	11	to	to	IN
cord-032684-muh5rwla	134	12	each	each	DT
cord-032684-muh5rwla	134	13	feature	feature	NN
cord-032684-muh5rwla	134	14	map	map	NN
cord-032684-muh5rwla	134	15	.	.	.
cord-032684-muh5rwla	135	1	where	where	WRB
cord-032684-muh5rwla	135	2	'	'	``
cord-032684-muh5rwla	135	3	μ	μ	NN
cord-032684-muh5rwla	135	4	q	q	NNP
cord-032684-muh5rwla	135	5	(	(	-LRB-
cord-032684-muh5rwla	135	6	F	F	NNP
cord-032684-muh5rwla	135	7	i	i	NNP
cord-032684-muh5rwla	135	8	)	)	-RRB-
cord-032684-muh5rwla	135	9	'	'	POS
cord-032684-muh5rwla	135	10	refers	refer	VBZ
cord-032684-muh5rwla	135	11	to	to	IN
cord-032684-muh5rwla	135	12	the	the	DT
cord-032684-muh5rwla	135	13	maximum	maximum	JJ
cord-032684-muh5rwla	135	14	pooling	pooling	NN
cord-032684-muh5rwla	135	15	operation	operation	NN
cord-032684-muh5rwla	135	16	[	[	-LRB-
cord-032684-muh5rwla	135	17	4	4	CD
cord-032684-muh5rwla	135	18	]	]	-RRB-
cord-032684-muh5rwla	135	19	used	use	VBN
cord-032684-muh5rwla	135	20	to	to	IN
cord-032684-muh5rwla	135	21	the	the	DT
cord-032684-muh5rwla	135	22	each	each	DT
cord-032684-muh5rwla	135	23	window	window	NN
cord-032684-muh5rwla	135	24	of	of	IN
cord-032684-muh5rwla	135	25	'	'	``
cord-032684-muh5rwla	135	26	q	q	NNP
cord-032684-muh5rwla	135	27	'	'	''
cord-032684-muh5rwla	135	28	features	feature	NNS
cord-032684-muh5rwla	135	29	in	in	IN
cord-032684-muh5rwla	135	30	the	the	DT
cord-032684-muh5rwla	135	31	feature	feature	NN
cord-032684-muh5rwla	135	32	map	map	NN
cord-032684-muh5rwla	135	33	'	'	``
cord-032684-muh5rwla	135	34	F	F	NNP
cord-032684-muh5rwla	135	35	i	i	NN
cord-032684-muh5rwla	135	36	'	'	''
cord-032684-muh5rwla	135	37	.	.	.
cord-032684-muh5rwla	136	1	The	the	DT
cord-032684-muh5rwla	136	2	output	output	NN
cord-032684-muh5rwla	136	3	dimension	dimension	NN
cord-032684-muh5rwla	136	4	is	be	VBZ
cord-032684-muh5rwla	136	5	reduced	reduce	VBN
cord-032684-muh5rwla	136	6	by	by	IN
cord-032684-muh5rwla	136	7	the	the	DT
cord-032684-muh5rwla	136	8	max	max	NN
cord-032684-muh5rwla	136	9	-	-	NN
cord-032684-muh5rwla	136	10	pooling	pooling	NN
cord-032684-muh5rwla	136	11	while	while	IN
cord-032684-muh5rwla	136	12	keeping	keep	VBG
cord-032684-muh5rwla	136	13	important	important	JJ
cord-032684-muh5rwla	136	14	features	feature	NNS
cord-032684-muh5rwla	136	15	from	from	IN
cord-032684-muh5rwla	136	16	each	each	DT
cord-032684-muh5rwla	136	17	feature	feature	NN
cord-032684-muh5rwla	136	18	map	map	NN
cord-032684-muh5rwla	136	19	.	.	.
cord-032684-muh5rwla	137	1	After	after	IN
cord-032684-muh5rwla	137	2	the	the	DT
cord-032684-muh5rwla	137	3	maximum	maximum	JJ
cord-032684-muh5rwla	137	4	pooling	pooling	NN
cord-032684-muh5rwla	137	5	operation	operation	NN
cord-032684-muh5rwla	137	6	,	,	,
cord-032684-muh5rwla	137	7	different	different	JJ
cord-032684-muh5rwla	137	8	feature	feature	NN
cord-032684-muh5rwla	137	9	vectors	vector	NNS
cord-032684-muh5rwla	137	10	are	be	VBP
cord-032684-muh5rwla	137	11	generated	generate	VBN
cord-032684-muh5rwla	137	12	from	from	IN
cord-032684-muh5rwla	137	13	the	the	DT
cord-032684-muh5rwla	137	14	convolution	convolution	NN
cord-032684-muh5rwla	137	15	layer	layer	NN
cord-032684-muh5rwla	137	16	with	with	IN
cord-032684-muh5rwla	137	17	filter	filter	NN
cord-032684-muh5rwla	137	18	sizes	size	NNS
cord-032684-muh5rwla	137	19	(	(	-LRB-
cord-032684-muh5rwla	137	20	3	3	CD
cord-032684-muh5rwla	137	21	,	,	,
cord-032684-muh5rwla	137	22	4	4	CD
cord-032684-muh5rwla	137	23	,	,	,
cord-032684-muh5rwla	137	24	5	5	CD
cord-032684-muh5rwla	137	25	)	)	-RRB-
cord-032684-muh5rwla	137	26	.	.	.
cord-032684-muh5rwla	138	1	Then	then	RB
cord-032684-muh5rwla	138	2	,	,	,
cord-032684-muh5rwla	138	3	the	the	DT
cord-032684-muh5rwla	138	4	concatenation	concatenation	NN
cord-032684-muh5rwla	138	5	operation	operation	NN
cord-032684-muh5rwla	138	6	is	be	VBZ
cord-032684-muh5rwla	138	7	applied	apply	VBN
cord-032684-muh5rwla	138	8	to	to	IN
cord-032684-muh5rwla	138	9	the	the	DT
cord-032684-muh5rwla	138	10	different	different	JJ
cord-032684-muh5rwla	138	11	feature	feature	NN
cord-032684-muh5rwla	138	12	vectors	vector	NNS
cord-032684-muh5rwla	138	13	to	to	TO
cord-032684-muh5rwla	138	14	become	become	VB
cord-032684-muh5rwla	138	15	a	a	DT
cord-032684-muh5rwla	138	16	single	single	JJ
cord-032684-muh5rwla	138	17	block	block	NN
cord-032684-muh5rwla	138	18	.	.	.
cord-032684-muh5rwla	139	1	The	the	DT
cord-032684-muh5rwla	139	2	dense	dense	JJ
cord-032684-muh5rwla	139	3	layer	layer	NN
cord-032684-muh5rwla	139	4	with	with	IN
cord-032684-muh5rwla	139	5	the	the	DT
cord-032684-muh5rwla	139	6	softmax	softmax	NNP
cord-032684-muh5rwla	139	7	activation	activation	NN
cord-032684-muh5rwla	139	8	function	function	NN
cord-032684-muh5rwla	139	9	is	be	VBZ
cord-032684-muh5rwla	139	10	used	use	VBN
cord-032684-muh5rwla	139	11	on	on	IN
cord-032684-muh5rwla	139	12	the	the	DT
cord-032684-muh5rwla	139	13	top	top	NN
cord-032684-muh5rwla	139	14	of	of	IN
cord-032684-muh5rwla	139	15	the	the	DT
cord-032684-muh5rwla	139	16	pooling	pooling	NN
cord-032684-muh5rwla	139	17	layer	layer	NN
cord-032684-muh5rwla	139	18	to	to	TO
cord-032684-muh5rwla	139	19	keep	keep	VB
cord-032684-muh5rwla	139	20	the	the	DT
cord-032684-muh5rwla	139	21	features	feature	NNS
cord-032684-muh5rwla	139	22	generated	generate	VBN
cord-032684-muh5rwla	139	23	from	from	IN
cord-032684-muh5rwla	139	24	the	the	DT
cord-032684-muh5rwla	139	25	pooling	pooling	NN
cord-032684-muh5rwla	139	26	layer	layer	NN
cord-032684-muh5rwla	139	27	.	.	.
cord-032684-muh5rwla	140	1	It	-PRON-	PRP
cord-032684-muh5rwla	140	2	is	be	VBZ
cord-032684-muh5rwla	140	3	shown	show	VBN
cord-032684-muh5rwla	140	4	in	in	IN
cord-032684-muh5rwla	140	5	the	the	DT
cord-032684-muh5rwla	140	6	(	(	-LRB-
cord-032684-muh5rwla	140	7	4	4	CD
cord-032684-muh5rwla	140	8	)	)	-RRB-
cord-032684-muh5rwla	140	9	.	.	.
cord-032684-muh5rwla	141	1	Where	where	WRB
cord-032684-muh5rwla	141	2	'	'	``
cord-032684-muh5rwla	141	3	W	w	NN
cord-032684-muh5rwla	141	4	'	'	''
cord-032684-muh5rwla	141	5	is	be	VBZ
cord-032684-muh5rwla	141	6	a	a	DT
cord-032684-muh5rwla	141	7	weight	weight	NN
cord-032684-muh5rwla	141	8	matrix	matrix	NN
cord-032684-muh5rwla	141	9	,	,	,
cord-032684-muh5rwla	141	10	'	'	''
cord-032684-muh5rwla	141	11	b	b	NN
cord-032684-muh5rwla	141	12	e	e	NNP
cord-032684-muh5rwla	141	13	'	'	''
cord-032684-muh5rwla	141	14	is	be	VBZ
cord-032684-muh5rwla	141	15	a	a	DT
cord-032684-muh5rwla	141	16	bias	bias	NN
cord-032684-muh5rwla	141	17	vector	vector	NN
cord-032684-muh5rwla	141	18	and	and	CC
cord-032684-muh5rwla	141	19	'	'	``
cord-032684-muh5rwla	141	20	e	e	NN
cord-032684-muh5rwla	141	21	'	'	''
cord-032684-muh5rwla	141	22	is	be	VBZ
cord-032684-muh5rwla	141	23	a	a	DT
cord-032684-muh5rwla	141	24	non	non	JJ
cord-032684-muh5rwla	141	25	-	-	JJ
cord-032684-muh5rwla	141	26	linear	linear	JJ
cord-032684-muh5rwla	141	27	activation	activation	NN
cord-032684-muh5rwla	141	28	function	function	NN
cord-032684-muh5rwla	141	29	.	.	.
cord-032684-muh5rwla	142	1	The	the	DT
cord-032684-muh5rwla	142	2	input	input	NN
cord-032684-muh5rwla	142	3	of	of	IN
cord-032684-muh5rwla	142	4	dense	dense	JJ
cord-032684-muh5rwla	142	5	layer	layer	NN
cord-032684-muh5rwla	142	6	may	may	MD
cord-032684-muh5rwla	142	7	be	be	VB
cord-032684-muh5rwla	142	8	variable	variable	JJ
cord-032684-muh5rwla	142	9	length	length	NN
cord-032684-muh5rwla	142	10	,	,	,
cord-032684-muh5rwla	142	11	which	which	WDT
cord-032684-muh5rwla	142	12	produces	produce	VBZ
cord-032684-muh5rwla	142	13	fixed	fix	VBN
cord-032684-muh5rwla	142	14	output	output	NN
cord-032684-muh5rwla	142	15	'	'	``
cord-032684-muh5rwla	142	16	z	z	NNP
cord-032684-muh5rwla	142	17	'	'	''
cord-032684-muh5rwla	142	18	,	,	,
cord-032684-muh5rwla	142	19	and	and	CC
cord-032684-muh5rwla	142	20	it	-PRON-	PRP
cord-032684-muh5rwla	142	21	is	be	VBZ
cord-032684-muh5rwla	142	22	given	give	VBN
cord-032684-muh5rwla	142	23	as	as	IN
cord-032684-muh5rwla	142	24	input	input	NN
cord-032684-muh5rwla	142	25	for	for	IN
cord-032684-muh5rwla	142	26	classification	classification	NN
cord-032684-muh5rwla	142	27	.	.	.
cord-032684-muh5rwla	143	1	The	the	DT
cord-032684-muh5rwla	143	2	output	output	NN
cord-032684-muh5rwla	143	3	layer	layer	NN
cord-032684-muh5rwla	143	4	defines	define	VBZ
cord-032684-muh5rwla	143	5	the	the	DT
cord-032684-muh5rwla	143	6	probability	probability	NN
cord-032684-muh5rwla	143	7	distribution	distribution	NN
cord-032684-muh5rwla	143	8	and	and	CC
cord-032684-muh5rwla	143	9	uses	use	VBZ
cord-032684-muh5rwla	143	10	a	a	DT
cord-032684-muh5rwla	143	11	softmax	softmax	NN
cord-032684-muh5rwla	143	12	function	function	NN
cord-032684-muh5rwla	143	13	.	.	.
cord-032684-muh5rwla	144	1	The	the	DT
cord-032684-muh5rwla	144	2	probability	probability	NN
cord-032684-muh5rwla	144	3	of	of	IN
cord-032684-muh5rwla	144	4	the	the	DT
cord-032684-muh5rwla	144	5	'	'	``
cord-032684-muh5rwla	144	6	t	t	NN
cord-032684-muh5rwla	144	7	'	'	''
cord-032684-muh5rwla	144	8	label	label	NN
cord-032684-muh5rwla	144	9	output	output	NN
cord-032684-muh5rwla	144	10	is	be	VBZ
cord-032684-muh5rwla	144	11	given	give	VBN
cord-032684-muh5rwla	144	12	by	by	IN
cord-032684-muh5rwla	144	13	(	(	-LRB-
cord-032684-muh5rwla	144	14	5	5	CD
cord-032684-muh5rwla	144	15	)	)	-RRB-
cord-032684-muh5rwla	144	16	.	.	.
cord-032684-muh5rwla	145	1	Where	where	WRB
cord-032684-muh5rwla	145	2	'	'	``
cord-032684-muh5rwla	145	3	W	w	NN
cord-032684-muh5rwla	145	4	t	t	NN
cord-032684-muh5rwla	145	5	'	'	''
cord-032684-muh5rwla	145	6	is	be	VBZ
cord-032684-muh5rwla	145	7	the	the	DT
cord-032684-muh5rwla	145	8	weights	weight	NNS
cord-032684-muh5rwla	145	9	associated	associate	VBN
cord-032684-muh5rwla	145	10	with	with	IN
cord-032684-muh5rwla	145	11	the	the	DT
cord-032684-muh5rwla	145	12	class	class	NN
cord-032684-muh5rwla	145	13	'	'	``
cord-032684-muh5rwla	145	14	t	t	NN
cord-032684-muh5rwla	145	15	'	'	''
cord-032684-muh5rwla	145	16	labels	label	NNS
cord-032684-muh5rwla	145	17	in	in	IN
cord-032684-muh5rwla	145	18	the	the	DT
cord-032684-muh5rwla	145	19	output	output	NN
cord-032684-muh5rwla	145	20	layer	layer	NN
cord-032684-muh5rwla	145	21	.	.	.
cord-032684-muh5rwla	146	1	We	-PRON-	PRP
cord-032684-muh5rwla	146	2	adopted	adopt	VBD
cord-032684-muh5rwla	146	3	the	the	DT
cord-032684-muh5rwla	146	4	K	K	NNP
cord-032684-muh5rwla	146	5	-	-	HYPH
cord-032684-muh5rwla	146	6	Nearest	Nearest	NNP
cord-032684-muh5rwla	146	7	Neighbour	Neighbour	NNP
cord-032684-muh5rwla	146	8	as	as	IN
cord-032684-muh5rwla	146	9	a	a	DT
cord-032684-muh5rwla	146	10	base	base	JJ
cord-032684-muh5rwla	146	11	-	-	HYPH
cord-032684-muh5rwla	146	12	level	level	NN
cord-032684-muh5rwla	146	13	classifier	classifier	NN
cord-032684-muh5rwla	146	14	in	in	IN
cord-032684-muh5rwla	146	15	the	the	DT
cord-032684-muh5rwla	146	16	proposed	propose	VBN
cord-032684-muh5rwla	146	17	model	model	NN
cord-032684-muh5rwla	146	18	to	to	TO
cord-032684-muh5rwla	146	19	get	get	VB
cord-032684-muh5rwla	146	20	the	the	DT
cord-032684-muh5rwla	146	21	feature	feature	NN
cord-032684-muh5rwla	146	22	vector	vector	NN
cord-032684-muh5rwla	146	23	of	of	IN
cord-032684-muh5rwla	146	24	the	the	DT
cord-032684-muh5rwla	146	25	tweet	tweet	NN
cord-032684-muh5rwla	146	26	to	to	IN
cord-032684-muh5rwla	146	27	the	the	DT
cord-032684-muh5rwla	146	28	meta	meta	JJ
cord-032684-muh5rwla	146	29	-	-	HYPH
cord-032684-muh5rwla	146	30	level	level	NN
cord-032684-muh5rwla	146	31	(	(	-LRB-
cord-032684-muh5rwla	146	32	second	second	JJ
cord-032684-muh5rwla	146	33	-	-	HYPH
cord-032684-muh5rwla	146	34	level	level	NN
cord-032684-muh5rwla	146	35	)	)	-RRB-
cord-032684-muh5rwla	146	36	classifier	classifier	NN
cord-032684-muh5rwla	146	37	.	.	.
cord-032684-muh5rwla	147	1	It	-PRON-	PRP
cord-032684-muh5rwla	147	2	acts	act	VBZ
cord-032684-muh5rwla	147	3	as	as	IN
cord-032684-muh5rwla	147	4	a	a	DT
cord-032684-muh5rwla	147	5	firstlevel	firstlevel	JJ
cord-032684-muh5rwla	147	6	classifier	classifier	NN
cord-032684-muh5rwla	147	7	for	for	IN
cord-032684-muh5rwla	147	8	getting	get	VBG
cord-032684-muh5rwla	147	9	better	well	JJR
cord-032684-muh5rwla	147	10	performance	performance	NN
cord-032684-muh5rwla	147	11	than	than	IN
cord-032684-muh5rwla	147	12	other	other	JJ
cord-032684-muh5rwla	147	13	classifiers	classifier	NNS
cord-032684-muh5rwla	147	14	(	(	-LRB-
cord-032684-muh5rwla	147	15	Decision	decision	NN
cord-032684-muh5rwla	147	16	tree	tree	NN
cord-032684-muh5rwla	147	17	,	,	,
cord-032684-muh5rwla	147	18	Naive	naive	JJ
cord-032684-muh5rwla	147	19	Bayes	Bayes	NNP
cord-032684-muh5rwla	147	20	classifier	classifier	NN
cord-032684-muh5rwla	147	21	)	)	-RRB-
cord-032684-muh5rwla	147	22	,	,	,
cord-032684-muh5rwla	147	23	and	and	CC
cord-032684-muh5rwla	147	24	a	a	DT
cord-032684-muh5rwla	147	25	detailed	detailed	JJ
cord-032684-muh5rwla	147	26	explanation	explanation	NN
cord-032684-muh5rwla	147	27	is	be	VBZ
cord-032684-muh5rwla	147	28	shown	show	VBN
cord-032684-muh5rwla	147	29	in	in	IN
cord-032684-muh5rwla	147	30	Sections	section	NNS
cord-032684-muh5rwla	147	31	4.4	4.4	CD
cord-032684-muh5rwla	147	32	and	and	CC
cord-032684-muh5rwla	147	33	4.5.2	4.5.2	CD
cord-032684-muh5rwla	147	34	.	.	.
cord-032684-muh5rwla	148	1	It	-PRON-	PRP
cord-032684-muh5rwla	148	2	accepts	accept	VBZ
cord-032684-muh5rwla	148	3	domain	domain	NN
cord-032684-muh5rwla	148	4	-	-	HYPH
cord-032684-muh5rwla	148	5	specific	specific	JJ
cord-032684-muh5rwla	148	6	features	feature	NNS
cord-032684-muh5rwla	148	7	such	such	JJ
cord-032684-muh5rwla	148	8	as	as	IN
cord-032684-muh5rwla	148	9	aid	aid	NN
cord-032684-muh5rwla	148	10	,	,	,
cord-032684-muh5rwla	148	11	needs	need	VBZ
cord-032684-muh5rwla	148	12	,	,	,
cord-032684-muh5rwla	148	13	etc	etc	FW
cord-032684-muh5rwla	148	14	.	.	FW
cord-032684-muh5rwla	148	15	,	,	,
cord-032684-muh5rwla	148	16	as	as	IN
cord-032684-muh5rwla	148	17	an	an	DT
cord-032684-muh5rwla	148	18	input	input	NN
cord-032684-muh5rwla	148	19	feature	feature	NN
cord-032684-muh5rwla	148	20	vector	vector	NN
cord-032684-muh5rwla	148	21	of	of	IN
cord-032684-muh5rwla	148	22	the	the	DT
cord-032684-muh5rwla	148	23	tweets	tweet	NNS
cord-032684-muh5rwla	148	24	.	.	.
cord-032684-muh5rwla	149	1	The	the	DT
cord-032684-muh5rwla	149	2	KNN	KNN	NNP
cord-032684-muh5rwla	149	3	classifier	classifier	NN
cord-032684-muh5rwla	149	4	gives	give	VBZ
cord-032684-muh5rwla	149	5	the	the	DT
cord-032684-muh5rwla	149	6	scores	score	NNS
cord-032684-muh5rwla	149	7	to	to	IN
cord-032684-muh5rwla	149	8	the	the	DT
cord-032684-muh5rwla	149	9	tweet	tweet	NN
cord-032684-muh5rwla	149	10	neighbors	neighbor	NNS
cord-032684-muh5rwla	149	11	among	among	IN
cord-032684-muh5rwla	149	12	the	the	DT
cord-032684-muh5rwla	149	13	training	training	NN
cord-032684-muh5rwla	149	14	tweets	tweet	NNS
cord-032684-muh5rwla	149	15	and	and	CC
cord-032684-muh5rwla	149	16	uses	use	VBZ
cord-032684-muh5rwla	149	17	the	the	DT
cord-032684-muh5rwla	149	18	class	class	NN
cord-032684-muh5rwla	149	19	labels	label	NNS
cord-032684-muh5rwla	149	20	of	of	IN
cord-032684-muh5rwla	149	21	'	'	``
cord-032684-muh5rwla	149	22	k	k	NN
cord-032684-muh5rwla	149	23	'	'	''
cord-032684-muh5rwla	149	24	most	most	JJS
cord-032684-muh5rwla	149	25	similarity	similarity	NN
cord-032684-muh5rwla	149	26	neighbors	neighbor	NNS
cord-032684-muh5rwla	149	27	to	to	TO
cord-032684-muh5rwla	149	28	predict	predict	VB
cord-032684-muh5rwla	149	29	the	the	DT
cord-032684-muh5rwla	149	30	probability	probability	NN
cord-032684-muh5rwla	149	31	vector	vector	NN
cord-032684-muh5rwla	149	32	of	of	IN
cord-032684-muh5rwla	149	33	the	the	DT
cord-032684-muh5rwla	149	34	tweet	tweet	NN
cord-032684-muh5rwla	149	35	.	.	.
cord-032684-muh5rwla	150	1	We	-PRON-	PRP
cord-032684-muh5rwla	150	2	use	use	VBP
cord-032684-muh5rwla	150	3	the	the	DT
cord-032684-muh5rwla	150	4	Euclidean	euclidean	JJ
cord-032684-muh5rwla	150	5	distance	distance	NN
cord-032684-muh5rwla	150	6	'	'	''
cord-032684-muh5rwla	150	7	E(T	E(T	NNP
cord-032684-muh5rwla	150	8	w	w	NNP
cord-032684-muh5rwla	150	9	,	,	,
cord-032684-muh5rwla	150	10	T	T	NNP
cord-032684-muh5rwla	150	11	w	w	NN
cord-032684-muh5rwla	150	12	1	1	CD
cord-032684-muh5rwla	150	13	)	)	-RRB-
cord-032684-muh5rwla	150	14	'	'	''
cord-032684-muh5rwla	150	15	to	to	TO
cord-032684-muh5rwla	150	16	measure	measure	VB
cord-032684-muh5rwla	150	17	the	the	DT
cord-032684-muh5rwla	150	18	similarity	similarity	NN
cord-032684-muh5rwla	150	19	between	between	IN
cord-032684-muh5rwla	150	20	the	the	DT
cord-032684-muh5rwla	150	21	tweets	tweet	NNS
cord-032684-muh5rwla	150	22	'	'	POS
cord-032684-muh5rwla	150	23	T	T	NNP
cord-032684-muh5rwla	150	24	w	w	NNP
cord-032684-muh5rwla	150	25	'	'	''
cord-032684-muh5rwla	150	26	and	and	CC
cord-032684-muh5rwla	150	27	'	'	``
cord-032684-muh5rwla	150	28	T	T	NNP
cord-032684-muh5rwla	150	29	w	w	NN
cord-032684-muh5rwla	150	30	1	1	CD
cord-032684-muh5rwla	150	31	'	'	''
cord-032684-muh5rwla	150	32	that	that	WDT
cord-032684-muh5rwla	150	33	is	be	VBZ
cord-032684-muh5rwla	150	34	shown	show	VBN
cord-032684-muh5rwla	150	35	in	in	IN
cord-032684-muh5rwla	150	36	(	(	-LRB-
cord-032684-muh5rwla	150	37	6	6	CD
cord-032684-muh5rwla	150	38	)	)	-RRB-
cord-032684-muh5rwla	151	1	Where	where	WRB
cord-032684-muh5rwla	151	2	'	'	``
cord-032684-muh5rwla	151	3	N	n	NN
cord-032684-muh5rwla	151	4	'	'	''
cord-032684-muh5rwla	151	5	is	be	VBZ
cord-032684-muh5rwla	151	6	dimension	dimension	NN
cord-032684-muh5rwla	151	7	size	size	NN
cord-032684-muh5rwla	151	8	of	of	IN
cord-032684-muh5rwla	151	9	the	the	DT
cord-032684-muh5rwla	151	10	tweet	tweet	NN
cord-032684-muh5rwla	151	11	vectors	vector	NNS
cord-032684-muh5rwla	151	12	'	'	POS
cord-032684-muh5rwla	151	13	T	T	NNP
cord-032684-muh5rwla	151	14	w	w	NNP
cord-032684-muh5rwla	151	15	'	'	''
cord-032684-muh5rwla	151	16	and	and	CC
cord-032684-muh5rwla	151	17	'	'	``
cord-032684-muh5rwla	151	18	T	T	NNP
cord-032684-muh5rwla	151	19	w	w	NN
cord-032684-muh5rwla	151	20	1	1	CD
cord-032684-muh5rwla	151	21	'	'	''
cord-032684-muh5rwla	151	22	.	.	.
cord-032684-muh5rwla	152	1	The	the	DT
cord-032684-muh5rwla	152	2	classes	class	NNS
cord-032684-muh5rwla	152	3	of	of	IN
cord-032684-muh5rwla	152	4	these	these	DT
cord-032684-muh5rwla	152	5	neighbors	neighbor	NNS
cord-032684-muh5rwla	152	6	are	be	VBP
cord-032684-muh5rwla	152	7	weighted	weight	VBN
cord-032684-muh5rwla	152	8	using	use	VBG
cord-032684-muh5rwla	152	9	the	the	DT
cord-032684-muh5rwla	152	10	similarity	similarity	NN
cord-032684-muh5rwla	152	11	of	of	IN
cord-032684-muh5rwla	152	12	each	each	DT
cord-032684-muh5rwla	152	13	neighbor	neighbor	NN
cord-032684-muh5rwla	152	14	to	to	IN
cord-032684-muh5rwla	152	15	T	T	NNP
cord-032684-muh5rwla	152	16	w	w	NN
cord-032684-muh5rwla	152	17	0	0	NFP
cord-032684-muh5rwla	152	18	as	as	IN
cord-032684-muh5rwla	152	19	follows	follow	VBZ
cord-032684-muh5rwla	152	20	:	:	:
cord-032684-muh5rwla	152	21	where	where	WRB
cord-032684-muh5rwla	152	22	'	'	''
cord-032684-muh5rwla	152	23	KNN(T	knn(t	CD
cord-032684-muh5rwla	152	24	w	w	NN
cord-032684-muh5rwla	152	25	)	)	-RRB-
cord-032684-muh5rwla	152	26	'	'	''
cord-032684-muh5rwla	152	27	indicates	indicate	VBZ
cord-032684-muh5rwla	152	28	the	the	DT
cord-032684-muh5rwla	152	29	set	set	NN
cord-032684-muh5rwla	152	30	of	of	IN
cord-032684-muh5rwla	152	31	K	k	NN
cord-032684-muh5rwla	152	32	-	-	HYPH
cord-032684-muh5rwla	152	33	nearest	near	JJS
cord-032684-muh5rwla	152	34	neighbors	neighbor	NNS
cord-032684-muh5rwla	152	35	of	of	IN
cord-032684-muh5rwla	152	36	tweet	tweet	NN
cord-032684-muh5rwla	152	37	Tw	Tw	NNP
cord-032684-muh5rwla	152	38	.	.	.
cord-032684-muh5rwla	153	1	δ(T	δ(T	NNP
cord-032684-muh5rwla	154	1	w	w	NNP
cord-032684-muh5rwla	154	2	j	j	NNP
cord-032684-muh5rwla	154	3	,	,	,
cord-032684-muh5rwla	154	4	C	C	NNP
cord-032684-muh5rwla	154	5	i	i	NNP
cord-032684-muh5rwla	154	6	)	)	-RRB-
cord-032684-muh5rwla	154	7	represents	represent	VBZ
cord-032684-muh5rwla	154	8	the	the	DT
cord-032684-muh5rwla	154	9	probability	probability	NN
cord-032684-muh5rwla	154	10	of	of	IN
cord-032684-muh5rwla	154	11	T	T	NNP
cord-032684-muh5rwla	154	12	w	w	NNP
cord-032684-muh5rwla	154	13	j	j	NNP
cord-032684-muh5rwla	154	14	with	with	IN
cord-032684-muh5rwla	154	15	respect	respect	NN
cord-032684-muh5rwla	154	16	to	to	IN
cord-032684-muh5rwla	154	17	the	the	DT
cord-032684-muh5rwla	154	18	class	class	NN
cord-032684-muh5rwla	154	19	C	c	NN
cord-032684-muh5rwla	154	20	i	i	NNP
cord-032684-muh5rwla	154	21	and	and	CC
cord-032684-muh5rwla	154	22	i=3	i=3	NNP
cord-032684-muh5rwla	155	1	represents	represent	VBZ
cord-032684-muh5rwla	155	2	the	the	DT
cord-032684-muh5rwla	155	3	number	number	NN
cord-032684-muh5rwla	155	4	of	of	IN
cord-032684-muh5rwla	155	5	classes	class	NNS
cord-032684-muh5rwla	155	6	are	be	VBP
cord-032684-muh5rwla	155	7	three	three	CD
cord-032684-muh5rwla	155	8	such	such	JJ
cord-032684-muh5rwla	155	9	as	as	IN
cord-032684-muh5rwla	155	10	Need	need	NN
cord-032684-muh5rwla	155	11	of	of	IN
cord-032684-muh5rwla	155	12	resource	resource	NN
cord-032684-muh5rwla	155	13	,	,	,
cord-032684-muh5rwla	155	14	Availability	availability	NN
cord-032684-muh5rwla	155	15	of	of	IN
cord-032684-muh5rwla	155	16	resource	resource	NN
cord-032684-muh5rwla	155	17	and	and	CC
cord-032684-muh5rwla	155	18	None	none	NN
cord-032684-muh5rwla	155	19	of	of	IN
cord-032684-muh5rwla	155	20	the	the	DT
cord-032684-muh5rwla	155	21	both	both	DT
cord-032684-muh5rwla	155	22	.	.	.
cord-032684-muh5rwla	156	1	Finally	finally	RB
cord-032684-muh5rwla	156	2	,	,	,
cord-032684-muh5rwla	156	3	it	-PRON-	PRP
cord-032684-muh5rwla	156	4	produces	produce	VBZ
cord-032684-muh5rwla	156	5	the	the	DT
cord-032684-muh5rwla	156	6	three	three	CD
cord-032684-muh5rwla	156	7	-	-	HYPH
cord-032684-muh5rwla	156	8	dimensional	dimensional	JJ
cord-032684-muh5rwla	156	9	probability	probability	NN
cord-032684-muh5rwla	156	10	vector	vector	NN
cord-032684-muh5rwla	156	11	for	for	IN
cord-032684-muh5rwla	156	12	each	each	DT
cord-032684-muh5rwla	156	13	tweet	tweet	NN
cord-032684-muh5rwla	156	14	in	in	IN
cord-032684-muh5rwla	156	15	testing	test	VBG
cord-032684-muh5rwla	156	16	data	datum	NNS
cord-032684-muh5rwla	156	17	.	.	.
cord-032684-muh5rwla	157	1	Results	result	NNS
cord-032684-muh5rwla	157	2	indicate	indicate	VBP
cord-032684-muh5rwla	157	3	that	that	IN
cord-032684-muh5rwla	157	4	the	the	DT
cord-032684-muh5rwla	157	5	KNN	KNN	NNP
cord-032684-muh5rwla	157	6	classifier	classifier	NN
cord-032684-muh5rwla	157	7	also	also	RB
cord-032684-muh5rwla	157	8	plays	play	VBZ
cord-032684-muh5rwla	157	9	a	a	DT
cord-032684-muh5rwla	157	10	significant	significant	JJ
cord-032684-muh5rwla	157	11	role	role	NN
cord-032684-muh5rwla	157	12	in	in	IN
cord-032684-muh5rwla	157	13	the	the	DT
cord-032684-muh5rwla	157	14	proposed	propose	VBN
cord-032684-muh5rwla	157	15	model	model	NN
cord-032684-muh5rwla	157	16	for	for	IN
cord-032684-muh5rwla	157	17	detecting	detect	VBG
cord-032684-muh5rwla	157	18	the	the	DT
cord-032684-muh5rwla	157	19	NAR	NAR	NNP
cord-032684-muh5rwla	157	20	tweets	tweet	NNS
cord-032684-muh5rwla	157	21	.	.	.
cord-032684-muh5rwla	158	1	In	in	IN
cord-032684-muh5rwla	158	2	this	this	DT
cord-032684-muh5rwla	158	3	work	work	NN
cord-032684-muh5rwla	158	4	,	,	,
cord-032684-muh5rwla	158	5	we	-PRON-	PRP
cord-032684-muh5rwla	158	6	have	have	VBP
cord-032684-muh5rwla	158	7	adopted	adopt	VBN
cord-032684-muh5rwla	158	8	the	the	DT
cord-032684-muh5rwla	158	9	SVM	SVM	NNP
cord-032684-muh5rwla	158	10	classifier	classifier	NN
cord-032684-muh5rwla	158	11	[	[	-LRB-
cord-032684-muh5rwla	158	12	39	39	CD
cord-032684-muh5rwla	158	13	]	]	-RRB-
cord-032684-muh5rwla	158	14	and	and	CC
cord-032684-muh5rwla	158	15	it	-PRON-	PRP
cord-032684-muh5rwla	158	16	is	be	VBZ
cord-032684-muh5rwla	158	17	one	one	CD
cord-032684-muh5rwla	158	18	of	of	IN
cord-032684-muh5rwla	158	19	the	the	DT
cord-032684-muh5rwla	158	20	traditional	traditional	JJ
cord-032684-muh5rwla	158	21	machine	machine	NN
cord-032684-muh5rwla	158	22	learning	learn	VBG
cord-032684-muh5rwla	158	23	algorithms	algorithm	NNS
cord-032684-muh5rwla	158	24	in	in	IN
cord-032684-muh5rwla	158	25	the	the	DT
cord-032684-muh5rwla	158	26	proposed	propose	VBN
cord-032684-muh5rwla	158	27	model	model	NN
cord-032684-muh5rwla	158	28	.	.	.
cord-032684-muh5rwla	159	1	SVM	SVM	NNP
cord-032684-muh5rwla	159	2	is	be	VBZ
cord-032684-muh5rwla	159	3	used	use	VBN
cord-032684-muh5rwla	159	4	as	as	IN
cord-032684-muh5rwla	159	5	a	a	DT
cord-032684-muh5rwla	159	6	meta	meta	JJ
cord-032684-muh5rwla	159	7	-	-	HYPH
cord-032684-muh5rwla	159	8	level	level	NN
cord-032684-muh5rwla	159	9	classifier	classifier	NN
cord-032684-muh5rwla	159	10	for	for	IN
cord-032684-muh5rwla	159	11	getting	get	VBG
cord-032684-muh5rwla	159	12	better	well	JJR
cord-032684-muh5rwla	159	13	performance	performance	NN
cord-032684-muh5rwla	159	14	than	than	IN
cord-032684-muh5rwla	159	15	other	other	JJ
cord-032684-muh5rwla	159	16	classifiers	classifier	NNS
cord-032684-muh5rwla	159	17	(	(	-LRB-
cord-032684-muh5rwla	159	18	Decision	decision	NN
cord-032684-muh5rwla	159	19	tree	tree	NN
cord-032684-muh5rwla	159	20	,	,	,
cord-032684-muh5rwla	159	21	Naive	naive	JJ
cord-032684-muh5rwla	159	22	Bayes	Bayes	NNP
cord-032684-muh5rwla	159	23	classifier	classifier	NN
cord-032684-muh5rwla	159	24	)	)	-RRB-
cord-032684-muh5rwla	159	25	and	and	CC
cord-032684-muh5rwla	159	26	a	a	DT
cord-032684-muh5rwla	159	27	detailed	detailed	JJ
cord-032684-muh5rwla	159	28	explanation	explanation	NN
cord-032684-muh5rwla	159	29	is	be	VBZ
cord-032684-muh5rwla	159	30	shown	show	VBN
cord-032684-muh5rwla	159	31	in	in	IN
cord-032684-muh5rwla	159	32	Sections	section	NNS
cord-032684-muh5rwla	159	33	4.4	4.4	CD
cord-032684-muh5rwla	159	34	and	and	CC
cord-032684-muh5rwla	159	35	4.5.2	4.5.2	CD
cord-032684-muh5rwla	159	36	.	.	.
cord-032684-muh5rwla	160	1	It	-PRON-	PRP
cord-032684-muh5rwla	160	2	accepts	accept	VBZ
cord-032684-muh5rwla	160	3	the	the	DT
cord-032684-muh5rwla	160	4	concatenation	concatenation	NN
cord-032684-muh5rwla	160	5	of	of	IN
cord-032684-muh5rwla	160	6	the	the	DT
cord-032684-muh5rwla	160	7	predicted	predict	VBN
cord-032684-muh5rwla	160	8	outputs	output	NNS
cord-032684-muh5rwla	160	9	of	of	IN
cord-032684-muh5rwla	160	10	the	the	DT
cord-032684-muh5rwla	160	11	CNN	CNN	NNP
cord-032684-muh5rwla	160	12	and	and	CC
cord-032684-muh5rwla	160	13	KNN	KNN	NNP
cord-032684-muh5rwla	160	14	classifiers	classifier	NNS
cord-032684-muh5rwla	160	15	as	as	IN
cord-032684-muh5rwla	160	16	input	input	NN
cord-032684-muh5rwla	160	17	features	feature	NNS
cord-032684-muh5rwla	160	18	.	.	.
cord-032684-muh5rwla	161	1	The	the	DT
cord-032684-muh5rwla	161	2	size	size	NN
cord-032684-muh5rwla	161	3	of	of	IN
cord-032684-muh5rwla	161	4	the	the	DT
cord-032684-muh5rwla	161	5	input	input	NN
cord-032684-muh5rwla	161	6	vector	vector	NN
cord-032684-muh5rwla	161	7	is	be	VBZ
cord-032684-muh5rwla	161	8	six	six	CD
cord-032684-muh5rwla	161	9	-	-	HYPH
cord-032684-muh5rwla	161	10	dimensional	dimensional	JJ
cord-032684-muh5rwla	161	11	.	.	.
cord-032684-muh5rwla	162	1	We	-PRON-	PRP
cord-032684-muh5rwla	162	2	used	use	VBD
cord-032684-muh5rwla	162	3	the	the	DT
cord-032684-muh5rwla	162	4	Radial	Radial	NNP
cord-032684-muh5rwla	162	5	Basis	Basis	NNP
cord-032684-muh5rwla	162	6	Function	Function	NNP
cord-032684-muh5rwla	162	7	(	(	-LRB-
cord-032684-muh5rwla	162	8	RBF	RBF	NNP
cord-032684-muh5rwla	162	9	)	)	-RRB-
cord-032684-muh5rwla	162	10	kernel	kernel	NN
cord-032684-muh5rwla	162	11	in	in	IN
cord-032684-muh5rwla	162	12	the	the	DT
cord-032684-muh5rwla	162	13	SVM	SVM	NNP
cord-032684-muh5rwla	162	14	classifier	classifier	NN
cord-032684-muh5rwla	162	15	for	for	IN
cord-032684-muh5rwla	162	16	transforming	transform	VBG
cord-032684-muh5rwla	162	17	the	the	DT
cord-032684-muh5rwla	162	18	data	datum	NNS
cord-032684-muh5rwla	162	19	into	into	IN
cord-032684-muh5rwla	162	20	a	a	DT
cord-032684-muh5rwla	162	21	higher	high	JJR
cord-032684-muh5rwla	162	22	dimensional	dimensional	JJ
cord-032684-muh5rwla	162	23	feature	feature	NN
cord-032684-muh5rwla	162	24	space	space	NN
cord-032684-muh5rwla	162	25	.	.	.
cord-032684-muh5rwla	163	1	Given	give	VBN
cord-032684-muh5rwla	163	2	a	a	DT
cord-032684-muh5rwla	163	3	set	set	NN
cord-032684-muh5rwla	163	4	of	of	IN
cord-032684-muh5rwla	163	5	testing	testing	NN
cord-032684-muh5rwla	163	6	tweets	tweet	NNS
cord-032684-muh5rwla	163	7	to	to	IN
cord-032684-muh5rwla	163	8	the	the	DT
cord-032684-muh5rwla	163	9	base	base	JJ
cord-032684-muh5rwla	163	10	-	-	HYPH
cord-032684-muh5rwla	163	11	level	level	NN
cord-032684-muh5rwla	163	12	classifiers	classifier	NNS
cord-032684-muh5rwla	163	13	and	and	CC
cord-032684-muh5rwla	163	14	it	-PRON-	PRP
cord-032684-muh5rwla	163	15	produces	produce	VBZ
cord-032684-muh5rwla	163	16	the	the	DT
cord-032684-muh5rwla	163	17	output	output	NN
cord-032684-muh5rwla	163	18	of	of	IN
cord-032684-muh5rwla	163	19	six	six	CD
cord-032684-muh5rwla	163	20	-	-	HYPH
cord-032684-muh5rwla	163	21	dimensional	dimensional	JJ
cord-032684-muh5rwla	163	22	vectors	vector	NNS
cord-032684-muh5rwla	163	23	.	.	.
cord-032684-muh5rwla	164	1	The	the	DT
cord-032684-muh5rwla	164	2	results	result	NNS
cord-032684-muh5rwla	164	3	are	be	VBP
cord-032684-muh5rwla	164	4	sent	send	VBN
cord-032684-muh5rwla	164	5	as	as	IN
cord-032684-muh5rwla	164	6	input	input	NN
cord-032684-muh5rwla	164	7	features	feature	VBZ
cord-032684-muh5rwla	164	8	to	to	IN
cord-032684-muh5rwla	164	9	the	the	DT
cord-032684-muh5rwla	164	10	meta	meta	JJ
cord-032684-muh5rwla	164	11	-	-	HYPH
cord-032684-muh5rwla	164	12	level	level	NN
cord-032684-muh5rwla	164	13	classifier	classifier	NN
cord-032684-muh5rwla	164	14	(	(	-LRB-
cord-032684-muh5rwla	164	15	SVM	SVM	NNP
cord-032684-muh5rwla	164	16	classifier	classifier	NN
cord-032684-muh5rwla	164	17	)	)	-RRB-
cord-032684-muh5rwla	164	18	.	.	.
cord-032684-muh5rwla	165	1	The	the	DT
cord-032684-muh5rwla	165	2	output	output	NN
cord-032684-muh5rwla	165	3	of	of	IN
cord-032684-muh5rwla	165	4	the	the	DT
cord-032684-muh5rwla	165	5	SVM	SVM	NNP
cord-032684-muh5rwla	165	6	(	(	-LRB-
cord-032684-muh5rwla	165	7	second	second	JJ
cord-032684-muh5rwla	165	8	level	level	NN
cord-032684-muh5rwla	165	9	classifier	classifier	NN
cord-032684-muh5rwla	165	10	)	)	-RRB-
cord-032684-muh5rwla	165	11	is	be	VBZ
cord-032684-muh5rwla	165	12	used	use	VBN
cord-032684-muh5rwla	165	13	as	as	IN
cord-032684-muh5rwla	165	14	a	a	DT
cord-032684-muh5rwla	165	15	final	final	JJ
cord-032684-muh5rwla	165	16	tweet	tweet	NN
cord-032684-muh5rwla	165	17	prediction	prediction	NN
cord-032684-muh5rwla	165	18	.	.	.
cord-032684-muh5rwla	166	1	Later	later	RBR
cord-032684-muh5rwla	166	2	,	,	,
cord-032684-muh5rwla	166	3	the	the	DT
cord-032684-muh5rwla	166	4	learned	learn	VBN
cord-032684-muh5rwla	166	5	model	model	NN
cord-032684-muh5rwla	166	6	will	will	MD
cord-032684-muh5rwla	166	7	be	be	VB
cord-032684-muh5rwla	166	8	used	use	VBN
cord-032684-muh5rwla	166	9	to	to	TO
cord-032684-muh5rwla	166	10	detect	detect	VB
cord-032684-muh5rwla	166	11	NAR	NAR	NNP
cord-032684-muh5rwla	166	12	tweets	tweet	NNS
cord-032684-muh5rwla	166	13	during	during	IN
cord-032684-muh5rwla	166	14	a	a	DT
cord-032684-muh5rwla	166	15	disaster	disaster	NN
cord-032684-muh5rwla	166	16	.	.	.
cord-032684-muh5rwla	167	1	The	the	DT
cord-032684-muh5rwla	167	2	main	main	JJ
cord-032684-muh5rwla	167	3	advantage	advantage	NN
cord-032684-muh5rwla	167	4	of	of	IN
cord-032684-muh5rwla	167	5	the	the	DT
cord-032684-muh5rwla	167	6	proposed	propose	VBN
cord-032684-muh5rwla	167	7	stacked	stack	VBN
cord-032684-muh5rwla	167	8	convolutional	convolutional	NN
cord-032684-muh5rwla	167	9	neural	neural	JJ
cord-032684-muh5rwla	167	10	network	network	NN
cord-032684-muh5rwla	167	11	for	for	IN
cord-032684-muh5rwla	167	12	detecting	detect	VBG
cord-032684-muh5rwla	167	13	NAR	NAR	NNP
cord-032684-muh5rwla	167	14	tweets	tweet	NNS
cord-032684-muh5rwla	167	15	during	during	IN
cord-032684-muh5rwla	167	16	a	a	DT
cord-032684-muh5rwla	167	17	disaster	disaster	NN
cord-032684-muh5rwla	167	18	is	be	VBZ
cord-032684-muh5rwla	167	19	that	that	IN
cord-032684-muh5rwla	167	20	it	-PRON-	PRP
cord-032684-muh5rwla	167	21	works	work	VBZ
cord-032684-muh5rwla	167	22	effectively	effectively	RB
cord-032684-muh5rwla	167	23	,	,	,
cord-032684-muh5rwla	167	24	even	even	RB
cord-032684-muh5rwla	167	25	for	for	IN
cord-032684-muh5rwla	167	26	small	small	JJ
cord-032684-muh5rwla	167	27	datasets	dataset	NNS
cord-032684-muh5rwla	167	28	,	,	,
cord-032684-muh5rwla	167	29	due	due	IN
cord-032684-muh5rwla	167	30	to	to	IN
cord-032684-muh5rwla	167	31	the	the	DT
cord-032684-muh5rwla	167	32	use	use	NN
cord-032684-muh5rwla	167	33	of	of	IN
cord-032684-muh5rwla	167	34	domain	domain	NN
cord-032684-muh5rwla	167	35	-	-	HYPH
cord-032684-muh5rwla	167	36	specific	specific	JJ
cord-032684-muh5rwla	167	37	features	feature	NNS
cord-032684-muh5rwla	167	38	.	.	.
cord-032684-muh5rwla	168	1	And	and	CC
cord-032684-muh5rwla	168	2	also	also	RB
cord-032684-muh5rwla	168	3	,	,	,
cord-032684-muh5rwla	168	4	even	even	RB
cord-032684-muh5rwla	168	5	though	though	IN
cord-032684-muh5rwla	168	6	the	the	DT
cord-032684-muh5rwla	168	7	words	word	NNS
cord-032684-muh5rwla	168	8	are	be	VBP
cord-032684-muh5rwla	168	9	different	different	JJ
cord-032684-muh5rwla	168	10	in	in	IN
cord-032684-muh5rwla	168	11	both	both	DT
cord-032684-muh5rwla	168	12	training	training	NN
cord-032684-muh5rwla	168	13	and	and	CC
cord-032684-muh5rwla	168	14	testing	testing	NN
cord-032684-muh5rwla	168	15	tweets	tweet	NNS
cord-032684-muh5rwla	168	16	using	use	VBG
cord-032684-muh5rwla	168	17	the	the	DT
cord-032684-muh5rwla	168	18	CNN	CNN	NNP
cord-032684-muh5rwla	168	19	model	model	NN
cord-032684-muh5rwla	168	20	.	.	.
cord-032684-muh5rwla	169	1	The	the	DT
cord-032684-muh5rwla	169	2	summarization	summarization	NN
cord-032684-muh5rwla	169	3	of	of	IN
cord-032684-muh5rwla	169	4	the	the	DT
cord-032684-muh5rwla	169	5	proposed	propose	VBN
cord-032684-muh5rwla	169	6	method	method	NN
cord-032684-muh5rwla	169	7	is	be	VBZ
cord-032684-muh5rwla	169	8	shown	show	VBN
cord-032684-muh5rwla	169	9	in	in	IN
cord-032684-muh5rwla	169	10	algorithm	algorithm	NN
cord-032684-muh5rwla	169	11	1	1	CD
cord-032684-muh5rwla	169	12	.	.	.
cord-032684-muh5rwla	170	1	The	the	DT
cord-032684-muh5rwla	170	2	summarization	summarization	NN
cord-032684-muh5rwla	170	3	of	of	IN
cord-032684-muh5rwla	170	4	the	the	DT
cord-032684-muh5rwla	170	5	proposed	propose	VBN
cord-032684-muh5rwla	170	6	method	method	NN
cord-032684-muh5rwla	170	7	.	.	.
cord-032684-muh5rwla	171	1	CNN	CNN	NNP
cord-032684-muh5rwla	171	2	and	and	CC
cord-032684-muh5rwla	171	3	KNN	KNN	NNP
cord-032684-muh5rwla	171	4	with	with	IN
cord-032684-muh5rwla	171	5	proposed	propose	VBN
cord-032684-muh5rwla	171	6	features	feature	NNS
cord-032684-muh5rwla	171	7	1	1	CD
cord-032684-muh5rwla	172	1	:	:	:
cord-032684-muh5rwla	172	2	It	-PRON-	PRP
cord-032684-muh5rwla	172	3	represents	represent	VBZ
cord-032684-muh5rwla	172	4	tweet	tweet	NN
cord-032684-muh5rwla	172	5	related	relate	VBN
cord-032684-muh5rwla	172	6	to	to	IN
cord-032684-muh5rwla	172	7	the	the	DT
cord-032684-muh5rwla	172	8	availability	availability	NN
cord-032684-muh5rwla	172	9	of	of	IN
cord-032684-muh5rwla	172	10	resources	resource	NNS
cord-032684-muh5rwla	172	11	0	0	NFP
cord-032684-muh5rwla	172	12	:	:	:
cord-032684-muh5rwla	173	1	It	-PRON-	PRP
cord-032684-muh5rwla	173	2	represents	represent	VBZ
cord-032684-muh5rwla	173	3	tweet	tweet	NN
cord-032684-muh5rwla	173	4	non	non	JJ
cord-032684-muh5rwla	173	5	-	-	JJ
cord-032684-muh5rwla	173	6	related	related	JJ
cord-032684-muh5rwla	173	7	to	to	IN
cord-032684-muh5rwla	173	8	the	the	DT
cord-032684-muh5rwla	173	9	need	need	NN
cord-032684-muh5rwla	173	10	and	and	CC
cord-032684-muh5rwla	173	11	availability	availability	NN
cord-032684-muh5rwla	173	12	resources	resource	NNS
cord-032684-muh5rwla	173	13	2	2	CD
cord-032684-muh5rwla	173	14	:	:	:
cord-032684-muh5rwla	173	15	It	-PRON-	PRP
cord-032684-muh5rwla	173	16	represents	represent	VBZ
cord-032684-muh5rwla	173	17	tweet	tweet	NN
cord-032684-muh5rwla	173	18	related	relate	VBN
cord-032684-muh5rwla	173	19	to	to	IN
cord-032684-muh5rwla	173	20	the	the	DT
cord-032684-muh5rwla	173	21	need	need	NN
cord-032684-muh5rwla	173	22	resources	resource	NNS
cord-032684-muh5rwla	173	23	Steps	Steps	NNPS
cord-032684-muh5rwla	173	24	:	:	:
cord-032684-muh5rwla	173	25	1	1	CD
cord-032684-muh5rwla	173	26	.	.	.
cord-032684-muh5rwla	174	1	The	the	DT
cord-032684-muh5rwla	174	2	tweets	tweet	NNS
cord-032684-muh5rwla	174	3	are	be	VBP
cord-032684-muh5rwla	174	4	preprocessed	preprocesse	VBN
cord-032684-muh5rwla	174	5	by	by	IN
cord-032684-muh5rwla	174	6	applying	apply	VBG
cord-032684-muh5rwla	174	7	the	the	DT
cord-032684-muh5rwla	174	8	following	follow	VBG
cord-032684-muh5rwla	174	9	techniques	technique	NNS
cord-032684-muh5rwla	174	10	.	.	.
cord-032684-muh5rwla	175	1	-Removal	-Removal	JJS
cord-032684-muh5rwla	175	2	of	of	IN
cord-032684-muh5rwla	175	3	stop	stop	VB
cord-032684-muh5rwla	175	4	-	-	HYPH
cord-032684-muh5rwla	175	5	words	word	NNS
cord-032684-muh5rwla	175	6	,	,	,
cord-032684-muh5rwla	175	7	numerical	numerical	JJ
cord-032684-muh5rwla	175	8	and	and	CC
cord-032684-muh5rwla	175	9	unknown	unknown	JJ
cord-032684-muh5rwla	175	10	symbols	symbol	NNS
cord-032684-muh5rwla	175	11	.	.	.
cord-032684-muh5rwla	176	1	-Changing	-change	VBG
cord-032684-muh5rwla	176	2	to	to	TO
cord-032684-muh5rwla	176	3	lower	lower	VB
cord-032684-muh5rwla	176	4	case	case	NN
cord-032684-muh5rwla	176	5	letters	letter	NNS
cord-032684-muh5rwla	176	6	.	.	.
cord-032684-muh5rwla	176	7	 	 	_SP
cord-032684-muh5rwla	177	1	In	in	IN
cord-032684-muh5rwla	177	2	this	this	DT
cord-032684-muh5rwla	177	3	section	section	NN
cord-032684-muh5rwla	177	4	,	,	,
cord-032684-muh5rwla	177	5	we	-PRON-	PRP
cord-032684-muh5rwla	177	6	first	first	RB
cord-032684-muh5rwla	177	7	introduce	introduce	VBP
cord-032684-muh5rwla	177	8	the	the	DT
cord-032684-muh5rwla	177	9	datasets	dataset	NNS
cord-032684-muh5rwla	177	10	,	,	,
cord-032684-muh5rwla	177	11	parameters	parameter	NNS
cord-032684-muh5rwla	177	12	details	detail	NNS
cord-032684-muh5rwla	177	13	of	of	IN
cord-032684-muh5rwla	177	14	the	the	DT
cord-032684-muh5rwla	177	15	model	model	NN
cord-032684-muh5rwla	177	16	and	and	CC
cord-032684-muh5rwla	177	17	metrics	metric	NNS
cord-032684-muh5rwla	177	18	used	use	VBN
cord-032684-muh5rwla	177	19	for	for	IN
cord-032684-muh5rwla	177	20	performance	performance	NN
cord-032684-muh5rwla	177	21	evaluation	evaluation	NN
cord-032684-muh5rwla	177	22	.	.	.
cord-032684-muh5rwla	178	1	Subsequently	subsequently	RB
cord-032684-muh5rwla	178	2	,	,	,
cord-032684-muh5rwla	178	3	the	the	DT
cord-032684-muh5rwla	178	4	experimental	experimental	JJ
cord-032684-muh5rwla	178	5	results	result	NNS
cord-032684-muh5rwla	178	6	include	include	VBP
cord-032684-muh5rwla	178	7	the	the	DT
cord-032684-muh5rwla	178	8	results	result	NNS
cord-032684-muh5rwla	178	9	of	of	IN
cord-032684-muh5rwla	178	10	the	the	DT
cord-032684-muh5rwla	178	11	preliminary	preliminary	JJ
cord-032684-muh5rwla	178	12	experiments	experiment	NNS
cord-032684-muh5rwla	178	13	,	,	,
cord-032684-muh5rwla	178	14	the	the	DT
cord-032684-muh5rwla	178	15	classifier	classifier	NN
cord-032684-muh5rwla	178	16	selection	selection	NN
cord-032684-muh5rwla	178	17	experiments	experiment	NNS
cord-032684-muh5rwla	178	18	in	in	IN
cord-032684-muh5rwla	178	19	the	the	DT
cord-032684-muh5rwla	178	20	proposed	propose	VBN
cord-032684-muh5rwla	178	21	model	model	NN
cord-032684-muh5rwla	178	22	and	and	CC
cord-032684-muh5rwla	178	23	the	the	DT
cord-032684-muh5rwla	178	24	ablation	ablation	NN
cord-032684-muh5rwla	178	25	experiments	experiment	NNS
cord-032684-muh5rwla	178	26	.	.	.
cord-032684-muh5rwla	179	1	Furthermore	furthermore	RB
cord-032684-muh5rwla	179	2	,	,	,
cord-032684-muh5rwla	179	3	a	a	DT
cord-032684-muh5rwla	179	4	comparison	comparison	NN
cord-032684-muh5rwla	179	5	is	be	VBZ
cord-032684-muh5rwla	179	6	made	make	VBN
cord-032684-muh5rwla	179	7	between	between	IN
cord-032684-muh5rwla	179	8	the	the	DT
cord-032684-muh5rwla	179	9	proposed	propose	VBN
cord-032684-muh5rwla	179	10	approach	approach	NN
cord-032684-muh5rwla	179	11	and	and	CC
cord-032684-muh5rwla	179	12	existing	exist	VBG
cord-032684-muh5rwla	179	13	approaches	approach	NNS
cord-032684-muh5rwla	179	14	.	.	.
cord-032684-muh5rwla	180	1	The	the	DT
cord-032684-muh5rwla	180	2	data	datum	NNS
cord-032684-muh5rwla	180	3	are	be	VBP
cord-032684-muh5rwla	180	4	collected	collect	VBN
cord-032684-muh5rwla	180	5	from	from	IN
cord-032684-muh5rwla	180	6	Nepal	Nepal	NNP
cord-032684-muh5rwla	180	7	and	and	CC
cord-032684-muh5rwla	180	8	Italy	Italy	NNP
cord-032684-muh5rwla	180	9	earthquakes	earthquake	NNS
cord-032684-muh5rwla	180	10	that	that	WDT
cord-032684-muh5rwla	180	11	occurred	occur	VBD
cord-032684-muh5rwla	180	12	during	during	IN
cord-032684-muh5rwla	180	13	2015	2015	CD
cord-032684-muh5rwla	180	14	and	and	CC
cord-032684-muh5rwla	180	15	2016	2016	CD
cord-032684-muh5rwla	180	16	,	,	,
cord-032684-muh5rwla	180	17	respectively	respectively	RB
cord-032684-muh5rwla	180	18	.	.	.
cord-032684-muh5rwla	181	1	Tweets	tweet	NNS
cord-032684-muh5rwla	181	2	are	be	VBP
cord-032684-muh5rwla	181	3	crawled	crawl	VBN
cord-032684-muh5rwla	181	4	from	from	IN
cord-032684-muh5rwla	181	5	the	the	DT
cord-032684-muh5rwla	181	6	tweet	tweet	NN
cord-032684-muh5rwla	181	7	-	-	HYPH
cord-032684-muh5rwla	181	8	id	id	NNP
cord-032684-muh5rwla	181	9	's	be	VBZ
cord-032684-muh5rwla	181	10	through	through	IN
cord-032684-muh5rwla	181	11	the	the	DT
cord-032684-muh5rwla	181	12	Twitter	Twitter	NNP
cord-032684-muh5rwla	181	13	API	API	NNP
cord-032684-muh5rwla	182	1	the	the	DT
cord-032684-muh5rwla	182	2	tweet	tweet	NNP
cord-032684-muh5rwla	182	3	-	-	HYPH
cord-032684-muh5rwla	182	4	id	id	NNP
cord-032684-muh5rwla	182	5	's	's	POS
cord-032684-muh5rwla	182	6	are	be	VBP
cord-032684-muh5rwla	182	7	obtained	obtain	VBN
cord-032684-muh5rwla	182	8	from	from	IN
cord-032684-muh5rwla	182	9	the	the	DT
cord-032684-muh5rwla	182	10	authors	author	NNS
cord-032684-muh5rwla	182	11	[	[	-LRB-
cord-032684-muh5rwla	182	12	11	11	CD
cord-032684-muh5rwla	182	13	]	]	-RRB-
cord-032684-muh5rwla	182	14	.	.	.
cord-032684-muh5rwla	183	1	Out	out	IN
cord-032684-muh5rwla	183	2	of	of	IN
cord-032684-muh5rwla	183	3	the	the	DT
cord-032684-muh5rwla	183	4	total	total	JJ
cord-032684-muh5rwla	183	5	tweets	tweet	NNS
cord-032684-muh5rwla	183	6	,	,	,
cord-032684-muh5rwla	183	7	80	80	CD
cord-032684-muh5rwla	183	8	%	%	NN
cord-032684-muh5rwla	183	9	and	and	CC
cord-032684-muh5rwla	183	10	20	20	CD
cord-032684-muh5rwla	183	11	%	%	NN
cord-032684-muh5rwla	183	12	of	of	IN
cord-032684-muh5rwla	183	13	tweets	tweet	NNS
cord-032684-muh5rwla	183	14	are	be	VBP
cord-032684-muh5rwla	183	15	used	use	VBN
cord-032684-muh5rwla	183	16	for	for	IN
cord-032684-muh5rwla	183	17	training	training	NN
cord-032684-muh5rwla	183	18	and	and	CC
cord-032684-muh5rwla	183	19	testing	test	VBG
cord-032684-muh5rwla	183	20	the	the	DT
cord-032684-muh5rwla	183	21	proposed	propose	VBN
cord-032684-muh5rwla	183	22	model	model	NN
cord-032684-muh5rwla	183	23	,	,	,
cord-032684-muh5rwla	183	24	respectively	respectively	RB
cord-032684-muh5rwla	183	25	.	.	.
cord-032684-muh5rwla	184	1	The	the	DT
cord-032684-muh5rwla	184	2	details	detail	NNS
cord-032684-muh5rwla	184	3	of	of	IN
cord-032684-muh5rwla	184	4	disaster	disaster	NN
cord-032684-muh5rwla	184	5	datasets	dataset	NNS
cord-032684-muh5rwla	184	6	are	be	VBP
cord-032684-muh5rwla	184	7	given	give	VBN
cord-032684-muh5rwla	184	8	in	in	IN
cord-032684-muh5rwla	184	9	Table	Table	NNP
cord-032684-muh5rwla	184	10	3	3	CD
cord-032684-muh5rwla	184	11	.	.	.
cord-032684-muh5rwla	185	1	The	the	DT
cord-032684-muh5rwla	185	2	code	code	NN
cord-032684-muh5rwla	185	3	is	be	VBZ
cord-032684-muh5rwla	185	4	made	make	VBN
cord-032684-muh5rwla	185	5	available	available	JJ
cord-032684-muh5rwla	185	6	to	to	IN
cord-032684-muh5rwla	185	7	the	the	DT
cord-032684-muh5rwla	185	8	public	public	JJ
cord-032684-muh5rwla	185	9	1	1	CD
cord-032684-muh5rwla	185	10	.	.	.
cord-032684-muh5rwla	186	1	Training	train	VBG
cord-032684-muh5rwla	186	2	the	the	DT
cord-032684-muh5rwla	186	3	CNN	CNN	NNP
cord-032684-muh5rwla	186	4	model	model	NN
cord-032684-muh5rwla	186	5	by	by	IN
cord-032684-muh5rwla	186	6	optimizing	optimize	VBG
cord-032684-muh5rwla	186	7	the	the	DT
cord-032684-muh5rwla	186	8	sparse	sparse	JJ
cord-032684-muh5rwla	186	9	-	-	HYPH
cord-032684-muh5rwla	186	10	cross	cross	NN
cord-032684-muh5rwla	186	11	entropy	entropy	NN
cord-032684-muh5rwla	186	12	of	of	IN
cord-032684-muh5rwla	186	13	(	(	-LRB-
cord-032684-muh5rwla	186	14	5	5	LS
cord-032684-muh5rwla	186	15	)	)	-RRB-
cord-032684-muh5rwla	186	16	using	use	VBG
cord-032684-muh5rwla	186	17	the	the	DT
cord-032684-muh5rwla	186	18	ADADELTA	ADADELTA	NNP
cord-032684-muh5rwla	186	19	[	[	-LRB-
cord-032684-muh5rwla	186	20	46	46	CD
cord-032684-muh5rwla	186	21	]	]	-RRB-
cord-032684-muh5rwla	186	22	algorithm	algorithm	NN
cord-032684-muh5rwla	186	23	.	.	.
cord-032684-muh5rwla	187	1	The	the	DT
cord-032684-muh5rwla	187	2	maximum	maximum	JJ
cord-032684-muh5rwla	187	3	epoch	epoch	NN
cord-032684-muh5rwla	187	4	number	number	NN
cord-032684-muh5rwla	187	5	is	be	VBZ
cord-032684-muh5rwla	187	6	set	set	VBN
cord-032684-muh5rwla	187	7	at	at	IN
cord-032684-muh5rwla	187	8	50	50	CD
cord-032684-muh5rwla	187	9	.	.	.
cord-032684-muh5rwla	188	1	The	the	DT
cord-032684-muh5rwla	188	2	mini	mini	JJ
cord-032684-muh5rwla	188	3	-	-	JJ
cord-032684-muh5rwla	188	4	batch	batch	JJ
cord-032684-muh5rwla	188	5	sizes	size	NNS
cord-032684-muh5rwla	188	6	of	of	IN
cord-032684-muh5rwla	188	7	32	32	CD
cord-032684-muh5rwla	188	8	,	,	,
cord-032684-muh5rwla	188	9	64	64	CD
cord-032684-muh5rwla	188	10	,	,	,
cord-032684-muh5rwla	188	11	128	128	CD
cord-032684-muh5rwla	188	12	are	be	VBP
cord-032684-muh5rwla	188	13	used	use	VBN
cord-032684-muh5rwla	188	14	.	.	.
cord-032684-muh5rwla	189	1	The	the	DT
cord-032684-muh5rwla	189	2	mini	mini	JJ
cord-032684-muh5rwla	189	3	-	-	JJ
cord-032684-muh5rwla	189	4	batch	batch	JJ
cord-032684-muh5rwla	189	5	size	size	NN
cord-032684-muh5rwla	189	6	is	be	VBZ
cord-032684-muh5rwla	189	7	64	64	CD
cord-032684-muh5rwla	189	8	,	,	,
cord-032684-muh5rwla	189	9	which	which	WDT
cord-032684-muh5rwla	189	10	gives	give	VBZ
cord-032684-muh5rwla	189	11	better	well	JJR
cord-032684-muh5rwla	189	12	results	result	NNS
cord-032684-muh5rwla	189	13	compared	compare	VBN
cord-032684-muh5rwla	189	14	to	to	IN
cord-032684-muh5rwla	189	15	other	other	JJ
cord-032684-muh5rwla	189	16	batch	batch	NN
cord-032684-muh5rwla	189	17	sizes	size	NNS
cord-032684-muh5rwla	189	18	and	and	CC
cord-032684-muh5rwla	189	19	is	be	VBZ
cord-032684-muh5rwla	189	20	tabulated	tabulate	VBN
cord-032684-muh5rwla	189	21	in	in	IN
cord-032684-muh5rwla	189	22	Table	Table	NNP
cord-032684-muh5rwla	189	23	6	6	CD
cord-032684-muh5rwla	189	24	and	and	CC
cord-032684-muh5rwla	189	25	filter	filter	NN
cord-032684-muh5rwla	189	26	sizes	size	NNS
cord-032684-muh5rwla	189	27	of	of	IN
cord-032684-muh5rwla	189	28	3	3	CD
cord-032684-muh5rwla	189	29	,	,	,
cord-032684-muh5rwla	189	30	4	4	CD
cord-032684-muh5rwla	189	31	,	,	,
cord-032684-muh5rwla	189	32	5	5	CD
cord-032684-muh5rwla	189	33	are	be	VBP
cord-032684-muh5rwla	189	34	used	use	VBN
cord-032684-muh5rwla	189	35	.	.	.
cord-032684-muh5rwla	190	1	To	to	TO
cord-032684-muh5rwla	190	2	avoid	avoid	VB
cord-032684-muh5rwla	190	3	the	the	DT
cord-032684-muh5rwla	190	4	over	over	NN
cord-032684-muh5rwla	190	5	-	-	HYPH
cord-032684-muh5rwla	190	6	fitting	fitting	NN
cord-032684-muh5rwla	190	7	,	,	,
cord-032684-muh5rwla	190	8	0.5	0.5	CD
cord-032684-muh5rwla	190	9	dropout	dropout	NN
cord-032684-muh5rwla	190	10	[	[	-LRB-
cord-032684-muh5rwla	190	11	37	37	CD
cord-032684-muh5rwla	190	12	]	]	-RRB-
cord-032684-muh5rwla	190	13	and	and	CC
cord-032684-muh5rwla	190	14	early	early	JJ
cord-032684-muh5rwla	190	15	stopping	stop	VBG
cord-032684-muh5rwla	190	16	criteria	criterion	NNS
cord-032684-muh5rwla	190	17	based	base	VBN
cord-032684-muh5rwla	190	18	on	on	IN
cord-032684-muh5rwla	190	19	the	the	DT
cord-032684-muh5rwla	190	20	loss	loss	NN
cord-032684-muh5rwla	190	21	of	of	IN
cord-032684-muh5rwla	190	22	the	the	DT
cord-032684-muh5rwla	190	23	validation	validation	NN
cord-032684-muh5rwla	190	24	data	datum	NNS
cord-032684-muh5rwla	190	25	are	be	VBP
cord-032684-muh5rwla	190	26	used	use	VBN
cord-032684-muh5rwla	190	27	.	.	.
cord-032684-muh5rwla	191	1	All	all	PDT
cord-032684-muh5rwla	191	2	the	the	DT
cord-032684-muh5rwla	191	3	experiments	experiment	NNS
cord-032684-muh5rwla	191	4	are	be	VBP
cord-032684-muh5rwla	191	5	performed	perform	VBN
cord-032684-muh5rwla	191	6	using	use	VBG
cord-032684-muh5rwla	191	7	the	the	DT
cord-032684-muh5rwla	191	8	python	python	NNP
cord-032684-muh5rwla	191	9	language	language	NN
cord-032684-muh5rwla	191	10	scikit	scikit	NNP
cord-032684-muh5rwla	191	11	[	[	-LRB-
cord-032684-muh5rwla	191	12	23	23	CD
cord-032684-muh5rwla	191	13	]	]	-RRB-
cord-032684-muh5rwla	191	14	package	package	NN
cord-032684-muh5rwla	191	15	.	.	.
cord-032684-muh5rwla	192	1	Table	table	NN
cord-032684-muh5rwla	192	2	4	4	CD
cord-032684-muh5rwla	192	3	gives	give	VBZ
cord-032684-muh5rwla	192	4	the	the	DT
cord-032684-muh5rwla	192	5	inscription	inscription	NN
cord-032684-muh5rwla	192	6	of	of	IN
cord-032684-muh5rwla	192	7	the	the	DT
cord-032684-muh5rwla	192	8	various	various	JJ
cord-032684-muh5rwla	192	9	methods	method	NNS
cord-032684-muh5rwla	192	10	.	.	.
cord-032684-muh5rwla	193	1	The	the	DT
cord-032684-muh5rwla	193	2	first	first	JJ
cord-032684-muh5rwla	193	3	column	column	NN
cord-032684-muh5rwla	193	4	,	,	,
cord-032684-muh5rwla	193	5	second	second	JJ
cord-032684-muh5rwla	193	6	column	column	NN
cord-032684-muh5rwla	193	7	and	and	CC
cord-032684-muh5rwla	193	8	third	third	JJ
cord-032684-muh5rwla	193	9	column	column	NN
cord-032684-muh5rwla	193	10	indicate	indicate	VBP
cord-032684-muh5rwla	193	11	the	the	DT
cord-032684-muh5rwla	193	12	serial	serial	JJ
cord-032684-muh5rwla	193	13	number	number	NN
cord-032684-muh5rwla	193	14	,	,	,
cord-032684-muh5rwla	193	15	method	method	NN
cord-032684-muh5rwla	193	16	name	name	NN
cord-032684-muh5rwla	193	17	and	and	CC
cord-032684-muh5rwla	193	18	abbreviation	abbreviation	NN
cord-032684-muh5rwla	193	19	,	,	,
cord-032684-muh5rwla	193	20	respectively	respectively	RB
cord-032684-muh5rwla	193	21	.	.	.
cord-032684-muh5rwla	194	1	In	in	IN
cord-032684-muh5rwla	194	2	the	the	DT
cord-032684-muh5rwla	194	3	abbreviation	abbreviation	NN
cord-032684-muh5rwla	194	4	,	,	,
cord-032684-muh5rwla	194	5	the	the	DT
cord-032684-muh5rwla	194	6	methods	method	NNS
cord-032684-muh5rwla	194	7	before	before	IN
cord-032684-muh5rwla	194	8	and	and	CC
cord-032684-muh5rwla	194	9	after	after	IN
cord-032684-muh5rwla	194	10	'	'	''
cord-032684-muh5rwla	194	11	+	+	CC
cord-032684-muh5rwla	194	12	'	'	''
cord-032684-muh5rwla	194	13	symbol	symbol	NN
cord-032684-muh5rwla	194	14	are	be	VBP
cord-032684-muh5rwla	194	15	the	the	DT
cord-032684-muh5rwla	194	16	base	base	JJ
cord-032684-muh5rwla	194	17	-	-	HYPH
cord-032684-muh5rwla	194	18	level	level	NN
cord-032684-muh5rwla	194	19	classifiers	classifier	NNS
cord-032684-muh5rwla	194	20	(	(	-LRB-
cord-032684-muh5rwla	194	21	first	first	JJ
cord-032684-muh5rwla	194	22	level	level	NN
cord-032684-muh5rwla	194	23	classifiers	classifier	NNS
cord-032684-muh5rwla	194	24	)	)	-RRB-
cord-032684-muh5rwla	194	25	,	,	,
cord-032684-muh5rwla	194	26	'	'	''
cord-032684-muh5rwla	194	27	+	+	CC
cord-032684-muh5rwla	194	28	'	'	''
cord-032684-muh5rwla	194	29	indicates	indicate	VBZ
cord-032684-muh5rwla	194	30	the	the	DT
cord-032684-muh5rwla	194	31	concatenation	concatenation	NN
cord-032684-muh5rwla	194	32	of	of	IN
cord-032684-muh5rwla	194	33	predicted	predict	VBN
cord-032684-muh5rwla	194	34	output	output	NN
cord-032684-muh5rwla	194	35	of	of	IN
cord-032684-muh5rwla	194	36	the	the	DT
cord-032684-muh5rwla	194	37	base	base	JJ
cord-032684-muh5rwla	194	38	-	-	HYPH
cord-032684-muh5rwla	194	39	level	level	NN
cord-032684-muh5rwla	194	40	classifiers	classifier	NNS
cord-032684-muh5rwla	194	41	(	(	-LRB-
cord-032684-muh5rwla	194	42	first	first	JJ
cord-032684-muh5rwla	194	43	level	level	NN
cord-032684-muh5rwla	194	44	classifiers	classifier	NNS
cord-032684-muh5rwla	194	45	)	)	-RRB-
cord-032684-muh5rwla	194	46	and	and	CC
cord-032684-muh5rwla	194	47	'	'	``
cord-032684-muh5rwla	194	48	→	→	WDT
cord-032684-muh5rwla	194	49	'	'	''
cord-032684-muh5rwla	194	50	symbol	symbol	NN
cord-032684-muh5rwla	194	51	indicates	indicate	VBZ
cord-032684-muh5rwla	194	52	the	the	DT
cord-032684-muh5rwla	194	53	flow	flow	NN
cord-032684-muh5rwla	194	54	of	of	IN
cord-032684-muh5rwla	194	55	predicted	predict	VBN
cord-032684-muh5rwla	194	56	output	output	NN
cord-032684-muh5rwla	194	57	of	of	IN
cord-032684-muh5rwla	194	58	the	the	DT
cord-032684-muh5rwla	194	59	base	base	JJ
cord-032684-muh5rwla	194	60	-	-	HYPH
cord-032684-muh5rwla	194	61	level	level	NN
cord-032684-muh5rwla	194	62	classifiers	classifier	NNS
cord-032684-muh5rwla	194	63	as	as	IN
cord-032684-muh5rwla	194	64	input	input	NN
cord-032684-muh5rwla	194	65	to	to	IN
cord-032684-muh5rwla	194	66	the	the	DT
cord-032684-muh5rwla	194	67	metaclassifier	metaclassifier	NN
cord-032684-muh5rwla	194	68	.	.	.
cord-032684-muh5rwla	195	1	The	the	DT
cord-032684-muh5rwla	195	2	method	method	NN
cord-032684-muh5rwla	195	3	after	after	IN
cord-032684-muh5rwla	195	4	'	'	``
cord-032684-muh5rwla	195	5	→	→	SYM
cord-032684-muh5rwla	195	6	'	'	''
cord-032684-muh5rwla	195	7	symbol	symbol	NN
cord-032684-muh5rwla	195	8	indicates	indicate	VBZ
cord-032684-muh5rwla	195	9	the	the	DT
cord-032684-muh5rwla	195	10	meta	meta	JJ
cord-032684-muh5rwla	195	11	-	-	HYPH
cord-032684-muh5rwla	195	12	level	level	NN
cord-032684-muh5rwla	195	13	classifier	classifier	NN
cord-032684-muh5rwla	195	14	(	(	-LRB-
cord-032684-muh5rwla	195	15	second	second	JJ
cord-032684-muh5rwla	195	16	level	level	NN
cord-032684-muh5rwla	195	17	classifier	classifier	NN
cord-032684-muh5rwla	195	18	)	)	-RRB-
cord-032684-muh5rwla	195	19	.	.	.
cord-032684-muh5rwla	196	1	The	the	DT
cord-032684-muh5rwla	196	2	performance	performance	NN
cord-032684-muh5rwla	196	3	of	of	IN
cord-032684-muh5rwla	196	4	the	the	DT
cord-032684-muh5rwla	196	5	proposed	propose	VBN
cord-032684-muh5rwla	196	6	models	model	NNS
cord-032684-muh5rwla	196	7	is	be	VBZ
cord-032684-muh5rwla	196	8	assessed	assess	VBN
cord-032684-muh5rwla	196	9	based	base	VBN
cord-032684-muh5rwla	196	10	on	on	IN
cord-032684-muh5rwla	196	11	the	the	DT
cord-032684-muh5rwla	196	12	standard	standard	JJ
cord-032684-muh5rwla	196	13	measures	measure	NNS
cord-032684-muh5rwla	196	14	such	such	JJ
cord-032684-muh5rwla	196	15	as	as	IN
cord-032684-muh5rwla	196	16	accuracy	accuracy	NN
cord-032684-muh5rwla	196	17	,	,	,
cord-032684-muh5rwla	196	18	precision	precision	NN
cord-032684-muh5rwla	196	19	,	,	,
cord-032684-muh5rwla	196	20	recall	recall	NN
cord-032684-muh5rwla	196	21	and	and	CC
cord-032684-muh5rwla	196	22	f1-score	f1-score	NNS
cord-032684-muh5rwla	196	23	are	be	VBP
cord-032684-muh5rwla	196	24	calculated	calculate	VBN
cord-032684-muh5rwla	196	25	using	use	VBG
cord-032684-muh5rwla	196	26	Eqs	Eqs	NNP
cord-032684-muh5rwla	196	27	.	.	.
cord-032684-muh5rwla	197	1	8	8	CD
cord-032684-muh5rwla	197	2	to	to	IN
cord-032684-muh5rwla	197	3	11	11	CD
cord-032684-muh5rwla	197	4	,	,	,
cord-032684-muh5rwla	197	5	respectively	respectively	RB
cord-032684-muh5rwla	197	6	.	.	.
cord-032684-muh5rwla	197	7	 	 	_SP
cord-032684-muh5rwla	198	1	where	where	WRB
cord-032684-muh5rwla	198	2	T	T	NNP
cord-032684-muh5rwla	198	3	P	P	NNP
cord-032684-muh5rwla	198	4	Table	table	NN
cord-032684-muh5rwla	198	5	6	6	CD
cord-032684-muh5rwla	198	6	for	for	IN
cord-032684-muh5rwla	198	7	various	various	JJ
cord-032684-muh5rwla	198	8	batch	batch	NN
cord-032684-muh5rwla	198	9	sizes	size	NNS
cord-032684-muh5rwla	198	10	.	.	.
cord-032684-muh5rwla	199	1	However	however	RB
cord-032684-muh5rwla	199	2	,	,	,
cord-032684-muh5rwla	199	3	the	the	DT
cord-032684-muh5rwla	199	4	batch	batch	NN
cord-032684-muh5rwla	199	5	size	size	NN
cord-032684-muh5rwla	199	6	of	of	IN
cord-032684-muh5rwla	199	7	64	64	CD
cord-032684-muh5rwla	199	8	got	get	VBD
cord-032684-muh5rwla	199	9	the	the	DT
cord-032684-muh5rwla	199	10	best	good	JJS
cord-032684-muh5rwla	199	11	accuracy	accuracy	NN
cord-032684-muh5rwla	199	12	compared	compare	VBN
cord-032684-muh5rwla	199	13	to	to	IN
cord-032684-muh5rwla	199	14	the	the	DT
cord-032684-muh5rwla	199	15	batch	batch	NN
cord-032684-muh5rwla	199	16	sizes	size	NNS
cord-032684-muh5rwla	199	17	of	of	IN
cord-032684-muh5rwla	199	18	32	32	CD
cord-032684-muh5rwla	199	19	and	and	CC
cord-032684-muh5rwla	199	20	128	128	CD
cord-032684-muh5rwla	199	21	.	.	.
cord-032684-muh5rwla	200	1	Therefore	therefore	RB
cord-032684-muh5rwla	200	2	,	,	,
cord-032684-muh5rwla	200	3	for	for	IN
cord-032684-muh5rwla	200	4	further	further	JJ
cord-032684-muh5rwla	200	5	experiments	experiment	NNS
cord-032684-muh5rwla	200	6	batch	batch	NN
cord-032684-muh5rwla	200	7	size	size	NN
cord-032684-muh5rwla	200	8	of	of	IN
cord-032684-muh5rwla	200	9	CNN	CNN	NNP
cord-032684-muh5rwla	200	10	,	,	,
cord-032684-muh5rwla	200	11	64	64	CD
cord-032684-muh5rwla	200	12	is	be	VBZ
cord-032684-muh5rwla	200	13	considered	consider	VBN
cord-032684-muh5rwla	200	14	.	.	.
cord-032684-muh5rwla	201	1	This	this	DT
cord-032684-muh5rwla	201	2	section	section	NN
cord-032684-muh5rwla	201	3	explains	explain	VBZ
cord-032684-muh5rwla	201	4	the	the	DT
cord-032684-muh5rwla	201	5	results	result	NNS
cord-032684-muh5rwla	201	6	of	of	IN
cord-032684-muh5rwla	201	7	the	the	DT
cord-032684-muh5rwla	201	8	preliminary	preliminary	JJ
cord-032684-muh5rwla	201	9	experiments	experiment	NNS
cord-032684-muh5rwla	201	10	,	,	,
cord-032684-muh5rwla	201	11	the	the	DT
cord-032684-muh5rwla	201	12	classifier	classifier	NN
cord-032684-muh5rwla	201	13	selection	selection	NN
cord-032684-muh5rwla	201	14	experiments	experiment	NNS
cord-032684-muh5rwla	201	15	in	in	IN
cord-032684-muh5rwla	201	16	the	the	DT
cord-032684-muh5rwla	201	17	proposed	propose	VBN
cord-032684-muh5rwla	201	18	model	model	NN
cord-032684-muh5rwla	201	19	,	,	,
cord-032684-muh5rwla	201	20	and	and	CC
cord-032684-muh5rwla	201	21	the	the	DT
cord-032684-muh5rwla	201	22	ablation	ablation	NN
cord-032684-muh5rwla	201	23	experiments	experiment	NNS
cord-032684-muh5rwla	201	24	.	.	.
cord-032684-muh5rwla	202	1	Initially	initially	RB
cord-032684-muh5rwla	202	2	,	,	,
cord-032684-muh5rwla	202	3	the	the	DT
cord-032684-muh5rwla	202	4	experiment	experiment	NN
cord-032684-muh5rwla	202	5	is	be	VBZ
cord-032684-muh5rwla	202	6	performed	perform	VBN
cord-032684-muh5rwla	202	7	on	on	IN
cord-032684-muh5rwla	202	8	the	the	DT
cord-032684-muh5rwla	202	9	SVM	SVM	NNP
cord-032684-muh5rwla	202	10	classifier	classifier	NN
cord-032684-muh5rwla	202	11	based	base	VBN
cord-032684-muh5rwla	202	12	on	on	IN
cord-032684-muh5rwla	202	13	the	the	DT
cord-032684-muh5rwla	202	14	proposed	propose	VBN
cord-032684-muh5rwla	202	15	domainspecific	domainspecific	NN
cord-032684-muh5rwla	202	16	features	feature	NNS
cord-032684-muh5rwla	202	17	for	for	IN
cord-032684-muh5rwla	202	18	the	the	DT
cord-032684-muh5rwla	202	19	identification	identification	NN
cord-032684-muh5rwla	202	20	of	of	IN
cord-032684-muh5rwla	202	21	NAR	NAR	NNP
cord-032684-muh5rwla	202	22	tweets	tweet	NNS
cord-032684-muh5rwla	202	23	and	and	CC
cord-032684-muh5rwla	202	24	compared	compare	VBN
cord-032684-muh5rwla	202	25	to	to	IN
cord-032684-muh5rwla	202	26	the	the	DT
cord-032684-muh5rwla	202	27	BoW	bow	NN
cord-032684-muh5rwla	202	28	model	model	NN
cord-032684-muh5rwla	202	29	shown	show	VBN
cord-032684-muh5rwla	202	30	in	in	IN
cord-032684-muh5rwla	202	31	Table	Table	NNP
cord-032684-muh5rwla	202	32	5	5	CD
cord-032684-muh5rwla	202	33	.	.	.
cord-032684-muh5rwla	203	1	It	-PRON-	PRP
cord-032684-muh5rwla	203	2	highlighted	highlight	VBD
cord-032684-muh5rwla	203	3	the	the	DT
cord-032684-muh5rwla	203	4	impact	impact	NN
cord-032684-muh5rwla	203	5	of	of	IN
cord-032684-muh5rwla	203	6	the	the	DT
cord-032684-muh5rwla	203	7	proposed	propose	VBN
cord-032684-muh5rwla	203	8	domain	domain	NN
cord-032684-muh5rwla	203	9	-	-	HYPH
cord-032684-muh5rwla	203	10	specific	specific	JJ
cord-032684-muh5rwla	203	11	features	feature	NNS
cord-032684-muh5rwla	203	12	compared	compare	VBN
cord-032684-muh5rwla	203	13	with	with	IN
cord-032684-muh5rwla	203	14	the	the	DT
cord-032684-muh5rwla	203	15	BoW	bow	NN
cord-032684-muh5rwla	203	16	model	model	NN
cord-032684-muh5rwla	203	17	for	for	IN
cord-032684-muh5rwla	203	18	the	the	DT
cord-032684-muh5rwla	203	19	proposed	propose	VBN
cord-032684-muh5rwla	203	20	solution	solution	NN
cord-032684-muh5rwla	203	21	.	.	.
cord-032684-muh5rwla	204	1	It	-PRON-	PRP
cord-032684-muh5rwla	204	2	is	be	VBZ
cord-032684-muh5rwla	204	3	beneficial	beneficial	JJ
cord-032684-muh5rwla	204	4	for	for	IN
cord-032684-muh5rwla	204	5	the	the	DT
cord-032684-muh5rwla	204	6	proposed	propose	VBN
cord-032684-muh5rwla	204	7	solution	solution	NN
cord-032684-muh5rwla	204	8	to	to	TO
cord-032684-muh5rwla	204	9	identify	identify	VB
cord-032684-muh5rwla	204	10	tweets	tweet	NNS
cord-032684-muh5rwla	204	11	,	,	,
cord-032684-muh5rwla	204	12	especially	especially	RB
cord-032684-muh5rwla	204	13	for	for	IN
cord-032684-muh5rwla	204	14	smaller	small	JJR
cord-032684-muh5rwla	204	15	datasets	dataset	NNS
cord-032684-muh5rwla	204	16	.	.	.
cord-032684-muh5rwla	205	1	Later	later	RB
cord-032684-muh5rwla	205	2	,	,	,
cord-032684-muh5rwla	205	3	various	various	JJ
cord-032684-muh5rwla	205	4	experiments	experiment	NNS
cord-032684-muh5rwla	205	5	are	be	VBP
cord-032684-muh5rwla	205	6	performed	perform	VBN
cord-032684-muh5rwla	205	7	using	use	VBG
cord-032684-muh5rwla	205	8	the	the	DT
cord-032684-muh5rwla	205	9	CNN	CNN	NNP
cord-032684-muh5rwla	205	10	model	model	NN
cord-032684-muh5rwla	205	11	to	to	TO
cord-032684-muh5rwla	205	12	determine	determine	VB
cord-032684-muh5rwla	205	13	the	the	DT
cord-032684-muh5rwla	205	14	best	good	JJS
cord-032684-muh5rwla	205	15	batch	batch	NN
cord-032684-muh5rwla	205	16	size	size	NN
cord-032684-muh5rwla	205	17	.	.	.
cord-032684-muh5rwla	206	1	The	the	DT
cord-032684-muh5rwla	206	2	batch	batch	NN
cord-032684-muh5rwla	206	3	sizes	size	NNS
cord-032684-muh5rwla	206	4	such	such	JJ
cord-032684-muh5rwla	206	5	as	as	IN
cord-032684-muh5rwla	206	6	16	16	CD
cord-032684-muh5rwla	206	7	,	,	,
cord-032684-muh5rwla	206	8	32	32	CD
cord-032684-muh5rwla	206	9	and	and	CC
cord-032684-muh5rwla	206	10	64	64	CD
cord-032684-muh5rwla	206	11	are	be	VBP
cord-032684-muh5rwla	206	12	used	use	VBN
cord-032684-muh5rwla	206	13	.	.	.
cord-032684-muh5rwla	207	1	Results	result	NNS
cord-032684-muh5rwla	207	2	of	of	IN
cord-032684-muh5rwla	207	3	the	the	DT
cord-032684-muh5rwla	207	4	CNN	CNN	NNP
cord-032684-muh5rwla	207	5	model	model	NN
cord-032684-muh5rwla	207	6	using	use	VBG
cord-032684-muh5rwla	207	7	the	the	DT
cord-032684-muh5rwla	207	8	accuracy	accuracy	NN
cord-032684-muh5rwla	207	9	parameter	parameter	NN
cord-032684-muh5rwla	207	10	is	be	VBZ
cord-032684-muh5rwla	207	11	shown	show	VBN
cord-032684-muh5rwla	207	12	in	in	IN
cord-032684-muh5rwla	207	13	Table	Table	NNP
cord-032684-muh5rwla	207	14	6	6	CD
cord-032684-muh5rwla	207	15	by	by	IN
cord-032684-muh5rwla	207	16	varying	vary	VBG
cord-032684-muh5rwla	207	17	the	the	DT
cord-032684-muh5rwla	207	18	batch	batch	NN
cord-032684-muh5rwla	207	19	sizes	size	NNS
cord-032684-muh5rwla	207	20	.	.	.
cord-032684-muh5rwla	208	1	The	the	DT
cord-032684-muh5rwla	208	2	results	result	NNS
cord-032684-muh5rwla	208	3	show	show	VBP
cord-032684-muh5rwla	208	4	that	that	IN
cord-032684-muh5rwla	208	5	the	the	DT
cord-032684-muh5rwla	208	6	CNN	CNN	NNP
cord-032684-muh5rwla	208	7	model	model	NN
cord-032684-muh5rwla	208	8	provides	provide	VBZ
cord-032684-muh5rwla	208	9	the	the	DT
cord-032684-muh5rwla	208	10	best	good	JJS
cord-032684-muh5rwla	208	11	outcome	outcome	NN
cord-032684-muh5rwla	208	12	for	for	IN
cord-032684-muh5rwla	208	13	the	the	DT
cord-032684-muh5rwla	208	14	batch	batch	NN
cord-032684-muh5rwla	208	15	size	size	NN
cord-032684-muh5rwla	208	16	of	of	IN
cord-032684-muh5rwla	208	17	64	64	CD
cord-032684-muh5rwla	208	18	compared	compare	VBN
cord-032684-muh5rwla	208	19	to	to	IN
cord-032684-muh5rwla	208	20	others	other	NNS
cord-032684-muh5rwla	208	21	,	,	,
cord-032684-muh5rwla	208	22	such	such	JJ
cord-032684-muh5rwla	208	23	as	as	IN
cord-032684-muh5rwla	208	24	32	32	CD
cord-032684-muh5rwla	208	25	and	and	CC
cord-032684-muh5rwla	208	26	128	128	CD
cord-032684-muh5rwla	208	27	.	.	.
cord-032684-muh5rwla	209	1	Therefore	therefore	RB
cord-032684-muh5rwla	209	2	,	,	,
cord-032684-muh5rwla	209	3	for	for	IN
cord-032684-muh5rwla	209	4	additional	additional	JJ
cord-032684-muh5rwla	209	5	experiments	experiment	NNS
cord-032684-muh5rwla	209	6	,	,	,
cord-032684-muh5rwla	209	7	64	64	CD
cord-032684-muh5rwla	209	8	batch	batch	NN
cord-032684-muh5rwla	209	9	size	size	NN
cord-032684-muh5rwla	209	10	is	be	VBZ
cord-032684-muh5rwla	209	11	considered	consider	VBN
cord-032684-muh5rwla	209	12	.	.	.
cord-032684-muh5rwla	210	1	It	-PRON-	PRP
cord-032684-muh5rwla	210	2	is	be	VBZ
cord-032684-muh5rwla	210	3	noted	note	VBN
cord-032684-muh5rwla	210	4	that	that	IN
cord-032684-muh5rwla	210	5	the	the	DT
cord-032684-muh5rwla	210	6	values	value	NNS
cord-032684-muh5rwla	210	7	reported	report	VBN
cord-032684-muh5rwla	210	8	in	in	IN
cord-032684-muh5rwla	210	9	all	all	DT
cord-032684-muh5rwla	210	10	tables	table	NNS
cord-032684-muh5rwla	210	11	are	be	VBP
cord-032684-muh5rwla	210	12	based	base	VBN
cord-032684-muh5rwla	210	13	on	on	IN
cord-032684-muh5rwla	210	14	the	the	DT
cord-032684-muh5rwla	210	15	average	average	JJ
cord-032684-muh5rwla	210	16	Need	need	NN
cord-032684-muh5rwla	210	17	and	and	CC
cord-032684-muh5rwla	210	18	Availability	availability	NN
cord-032684-muh5rwla	210	19	of	of	IN
cord-032684-muh5rwla	210	20	resource	resource	NN
cord-032684-muh5rwla	210	21	classes	class	NNS
cord-032684-muh5rwla	210	22	.	.	.
cord-032684-muh5rwla	211	1	The	the	DT
cord-032684-muh5rwla	211	2	following	follow	VBG
cord-032684-muh5rwla	211	3	four	four	CD
cord-032684-muh5rwla	211	4	different	different	JJ
cord-032684-muh5rwla	211	5	experiments	experiment	NNS
cord-032684-muh5rwla	211	6	are	be	VBP
cord-032684-muh5rwla	211	7	performed	perform	VBN
cord-032684-muh5rwla	211	8	for	for	IN
cord-032684-muh5rwla	211	9	the	the	DT
cord-032684-muh5rwla	211	10	proposed	propose	VBN
cord-032684-muh5rwla	211	11	method	method	NN
cord-032684-muh5rwla	211	12	to	to	TO
cord-032684-muh5rwla	211	13	choose	choose	VB
cord-032684-muh5rwla	211	14	the	the	DT
cord-032684-muh5rwla	211	15	best	good	JJS
cord-032684-muh5rwla	211	16	appropriate	appropriate	JJ
cord-032684-muh5rwla	211	17	classifier	classifier	NN
cord-032684-muh5rwla	211	18	for	for	IN
cord-032684-muh5rwla	211	19	base	base	NN
cord-032684-muh5rwla	211	20	-	-	HYPH
cord-032684-muh5rwla	211	21	level	level	NN
cord-032684-muh5rwla	211	22	and	and	CC
cord-032684-muh5rwla	211	23	meta	meta	JJ
cord-032684-muh5rwla	211	24	-	-	HYPH
cord-032684-muh5rwla	211	25	level	level	NN
cord-032684-muh5rwla	211	26	classifiers	classifier	NNS
cord-032684-muh5rwla	211	27	.	.	.
cord-032684-muh5rwla	212	1	1	1	LS
cord-032684-muh5rwla	212	2	.	.	.
cord-032684-muh5rwla	213	1	In	in	IN
cord-032684-muh5rwla	213	2	the	the	DT
cord-032684-muh5rwla	213	3	first	first	JJ
cord-032684-muh5rwla	213	4	experiment	experiment	NN
cord-032684-muh5rwla	213	5	,	,	,
cord-032684-muh5rwla	213	6	the	the	DT
cord-032684-muh5rwla	213	7	output	output	NN
cord-032684-muh5rwla	213	8	of	of	IN
cord-032684-muh5rwla	213	9	CNN	CNN	NNP
cord-032684-muh5rwla	213	10	and	and	CC
cord-032684-muh5rwla	213	11	SVM	SVM	NNP
cord-032684-muh5rwla	213	12	(	(	-LRB-
cord-032684-muh5rwla	213	13	base	base	JJ
cord-032684-muh5rwla	213	14	-	-	HYPH
cord-032684-muh5rwla	213	15	level	level	NN
cord-032684-muh5rwla	213	16	classifiers	classifier	NNS
cord-032684-muh5rwla	213	17	)	)	-RRB-
cord-032684-muh5rwla	213	18	are	be	VBP
cord-032684-muh5rwla	213	19	given	give	VBN
cord-032684-muh5rwla	213	20	as	as	IN
cord-032684-muh5rwla	213	21	features	feature	NNS
cord-032684-muh5rwla	213	22	to	to	IN
cord-032684-muh5rwla	213	23	the	the	DT
cord-032684-muh5rwla	213	24	meta	meta	JJ
cord-032684-muh5rwla	213	25	-	-	HYPH
cord-032684-muh5rwla	213	26	level	level	NN
cord-032684-muh5rwla	213	27	classifier	classifier	NN
cord-032684-muh5rwla	213	28	.	.	.
cord-032684-muh5rwla	214	1	By	by	IN
cord-032684-muh5rwla	214	2	varying	vary	VBG
cord-032684-muh5rwla	214	3	the	the	DT
cord-032684-muh5rwla	214	4	meta	meta	JJ
cord-032684-muh5rwla	214	5	-	-	HYPH
cord-032684-muh5rwla	214	6	level	level	NN
cord-032684-muh5rwla	214	7	classifiers	classifier	NNS
cord-032684-muh5rwla	214	8	(	(	-LRB-
cord-032684-muh5rwla	214	9	SVM	SVM	NNP
cord-032684-muh5rwla	214	10	,	,	,
cord-032684-muh5rwla	214	11	KNN	KNN	NNP
cord-032684-muh5rwla	214	12	,	,	,
cord-032684-muh5rwla	214	13	Decision	decision	NN
cord-032684-muh5rwla	214	14	tree	tree	NN
cord-032684-muh5rwla	214	15	and	and	CC
cord-032684-muh5rwla	214	16	Naive	Naive	NNP
cord-032684-muh5rwla	214	17	Bayes	Bayes	NNP
cord-032684-muh5rwla	214	18	)	)	-RRB-
cord-032684-muh5rwla	214	19	,	,	,
cord-032684-muh5rwla	214	20	the	the	DT
cord-032684-muh5rwla	214	21	results	result	NNS
cord-032684-muh5rwla	214	22	are	be	VBP
cord-032684-muh5rwla	214	23	reported	report	VBN
cord-032684-muh5rwla	214	24	in	in	IN
cord-032684-muh5rwla	214	25	Table	Table	NNP
cord-032684-muh5rwla	214	26	7	7	CD
cord-032684-muh5rwla	214	27	.	.	.
cord-032684-muh5rwla	215	1	KNN	KNN	NNP
cord-032684-muh5rwla	215	2	gives	give	VBZ
cord-032684-muh5rwla	215	3	the	the	DT
cord-032684-muh5rwla	215	4	best	good	JJS
cord-032684-muh5rwla	215	5	performance	performance	NN
cord-032684-muh5rwla	215	6	than	than	IN
cord-032684-muh5rwla	215	7	other	other	JJ
cord-032684-muh5rwla	215	8	classifiers	classifier	NNS
cord-032684-muh5rwla	215	9	for	for	IN
cord-032684-muh5rwla	215	10	the	the	DT
cord-032684-muh5rwla	215	11	Nepal	Nepal	NNP
cord-032684-muh5rwla	215	12	earthquake	earthquake	NN
cord-032684-muh5rwla	215	13	dataset	dataset	NN
cord-032684-muh5rwla	215	14	.	.	.
cord-032684-muh5rwla	216	1	But	but	CC
cord-032684-muh5rwla	216	2	in	in	IN
cord-032684-muh5rwla	216	3	the	the	DT
cord-032684-muh5rwla	216	4	case	case	NN
cord-032684-muh5rwla	216	5	of	of	IN
cord-032684-muh5rwla	216	6	the	the	DT
cord-032684-muh5rwla	216	7	Italy	Italy	NNP
cord-032684-muh5rwla	216	8	earthquake	earthquake	NN
cord-032684-muh5rwla	216	9	dataset	dataset	NN
cord-032684-muh5rwla	216	10	,	,	,
cord-032684-muh5rwla	216	11	SVM	SVM	NNP
cord-032684-muh5rwla	216	12	gives	give	VBZ
cord-032684-muh5rwla	216	13	the	the	DT
cord-032684-muh5rwla	216	14	best	good	JJS
cord-032684-muh5rwla	216	15	performance	performance	NN
cord-032684-muh5rwla	216	16	than	than	IN
cord-032684-muh5rwla	216	17	the	the	DT
cord-032684-muh5rwla	216	18	other	other	JJ
cord-032684-muh5rwla	216	19	classifiers	classifier	NNS
cord-032684-muh5rwla	216	20	.	.	.
cord-032684-muh5rwla	217	1	2	2	LS
cord-032684-muh5rwla	217	2	.	.	.
cord-032684-muh5rwla	218	1	In	in	IN
cord-032684-muh5rwla	218	2	the	the	DT
cord-032684-muh5rwla	218	3	second	second	JJ
cord-032684-muh5rwla	218	4	experiment	experiment	NN
cord-032684-muh5rwla	218	5	,	,	,
cord-032684-muh5rwla	218	6	the	the	DT
cord-032684-muh5rwla	218	7	CNN	CNN	NNP
cord-032684-muh5rwla	218	8	output	output	NN
cord-032684-muh5rwla	218	9	and	and	CC
cord-032684-muh5rwla	218	10	the	the	DT
cord-032684-muh5rwla	218	11	decision	decision	NN
cord-032684-muh5rwla	218	12	tree	tree	NN
cord-032684-muh5rwla	218	13	(	(	-LRB-
cord-032684-muh5rwla	218	14	base	base	JJ
cord-032684-muh5rwla	218	15	-	-	HYPH
cord-032684-muh5rwla	218	16	level	level	NN
cord-032684-muh5rwla	218	17	classifiers	classifier	NNS
cord-032684-muh5rwla	218	18	)	)	-RRB-
cord-032684-muh5rwla	218	19	are	be	VBP
cord-032684-muh5rwla	218	20	given	give	VBN
cord-032684-muh5rwla	218	21	as	as	IN
cord-032684-muh5rwla	218	22	features	feature	NNS
cord-032684-muh5rwla	218	23	to	to	IN
cord-032684-muh5rwla	218	24	the	the	DT
cord-032684-muh5rwla	218	25	meta	meta	JJ
cord-032684-muh5rwla	218	26	-	-	HYPH
cord-032684-muh5rwla	218	27	level	level	NN
cord-032684-muh5rwla	218	28	classifier	classifier	NN
cord-032684-muh5rwla	218	29	.	.	.
cord-032684-muh5rwla	219	1	The	the	DT
cord-032684-muh5rwla	219	2	models	model	NNS
cord-032684-muh5rwla	219	3	used	use	VBN
cord-032684-muh5rwla	219	4	in	in	IN
cord-032684-muh5rwla	219	5	the	the	DT
cord-032684-muh5rwla	219	6	second	second	JJ
cord-032684-muh5rwla	219	7	experiment	experiment	NN
cord-032684-muh5rwla	219	8	by	by	IN
cord-032684-muh5rwla	219	9	different	different	JJ
cord-032684-muh5rwla	219	10	meta	meta	JJ
cord-032684-muh5rwla	219	11	-	-	HYPH
cord-032684-muh5rwla	219	12	level	level	NN
cord-032684-muh5rwla	219	13	classifiers	classifier	NNS
cord-032684-muh5rwla	219	14	are	be	VBP
cord-032684-muh5rwla	219	15	CDS	CDS	NNP
cord-032684-muh5rwla	219	16	,	,	,
cord-032684-muh5rwla	219	17	CDK	CDK	NNP
cord-032684-muh5rwla	219	18	,	,	,
cord-032684-muh5rwla	219	19	CDNB	CDNB	NNP
cord-032684-muh5rwla	219	20	and	and	CC
cord-032684-muh5rwla	219	21	CDD	CDD	NNP
cord-032684-muh5rwla	219	22	,	,	,
cord-032684-muh5rwla	219	23	and	and	CC
cord-032684-muh5rwla	219	24	the	the	DT
cord-032684-muh5rwla	219	25	results	result	NNS
cord-032684-muh5rwla	219	26	are	be	VBP
cord-032684-muh5rwla	219	27	reported	report	VBN
cord-032684-muh5rwla	219	28	in	in	IN
cord-032684-muh5rwla	219	29	Table	Table	NNP
cord-032684-muh5rwla	219	30	8	8	CD
cord-032684-muh5rwla	219	31	.	.	.
cord-032684-muh5rwla	220	1	Among	among	IN
cord-032684-muh5rwla	220	2	the	the	DT
cord-032684-muh5rwla	220	3	other	other	JJ
cord-032684-muh5rwla	220	4	models	model	NNS
cord-032684-muh5rwla	220	5	,	,	,
cord-032684-muh5rwla	220	6	CDK	CDK	NNP
cord-032684-muh5rwla	220	7	gives	give	VBZ
cord-032684-muh5rwla	220	8	the	the	DT
cord-032684-muh5rwla	220	9	best	good	JJS
cord-032684-muh5rwla	220	10	accuracy	accuracy	NN
cord-032684-muh5rwla	220	11	for	for	IN
cord-032684-muh5rwla	220	12	the	the	DT
cord-032684-muh5rwla	220	13	Nepal	Nepal	NNP
cord-032684-muh5rwla	220	14	earthquake	earthquake	NN
cord-032684-muh5rwla	220	15	dataset	dataset	NN
cord-032684-muh5rwla	220	16	and	and	CC
cord-032684-muh5rwla	220	17	Italy	Italy	NNP
cord-032684-muh5rwla	220	18	earthquake	earthquake	NN
cord-032684-muh5rwla	220	19	dataset	dataset	NN
cord-032684-muh5rwla	220	20	.	.	.
cord-032684-muh5rwla	221	1	CDNB	CDNB	NNP
cord-032684-muh5rwla	221	2	also	also	RB
cord-032684-muh5rwla	221	3	provides	provide	VBZ
cord-032684-muh5rwla	221	4	the	the	DT
cord-032684-muh5rwla	221	5	same	same	JJ
cord-032684-muh5rwla	221	6	accuracy	accuracy	NN
cord-032684-muh5rwla	221	7	as	as	IN
cord-032684-muh5rwla	221	8	CDK	CDK	NNP
cord-032684-muh5rwla	221	9	in	in	IN
cord-032684-muh5rwla	221	10	the	the	DT
cord-032684-muh5rwla	221	11	case	case	NN
cord-032684-muh5rwla	221	12	of	of	IN
cord-032684-muh5rwla	221	13	the	the	DT
cord-032684-muh5rwla	221	14	Italy	Italy	NNP
cord-032684-muh5rwla	221	15	Earthquake	Earthquake	NNP
cord-032684-muh5rwla	221	16	dataset	dataset	NN
cord-032684-muh5rwla	221	17	.	.	.
cord-032684-muh5rwla	222	1	3	3	LS
cord-032684-muh5rwla	222	2	.	.	.
cord-032684-muh5rwla	223	1	In	in	IN
cord-032684-muh5rwla	223	2	the	the	DT
cord-032684-muh5rwla	223	3	third	third	JJ
cord-032684-muh5rwla	223	4	experiment	experiment	NN
cord-032684-muh5rwla	223	5	,	,	,
cord-032684-muh5rwla	223	6	the	the	DT
cord-032684-muh5rwla	223	7	output	output	NN
cord-032684-muh5rwla	223	8	of	of	IN
cord-032684-muh5rwla	223	9	the	the	DT
cord-032684-muh5rwla	223	10	CNN	CNN	NNP
cord-032684-muh5rwla	223	11	and	and	CC
cord-032684-muh5rwla	223	12	Naive	Naive	NNP
cord-032684-muh5rwla	223	13	Bayes	Bayes	NNP
cord-032684-muh5rwla	223	14	classifiers	classifier	NNS
cord-032684-muh5rwla	223	15	(	(	-LRB-
cord-032684-muh5rwla	223	16	base	base	JJ
cord-032684-muh5rwla	223	17	-	-	HYPH
cord-032684-muh5rwla	223	18	level	level	NN
cord-032684-muh5rwla	223	19	classifiers	classifier	NNS
cord-032684-muh5rwla	223	20	)	)	-RRB-
cord-032684-muh5rwla	223	21	is	be	VBZ
cord-032684-muh5rwla	223	22	given	give	VBN
cord-032684-muh5rwla	223	23	as	as	IN
cord-032684-muh5rwla	223	24	a	a	DT
cord-032684-muh5rwla	223	25	feature	feature	NN
cord-032684-muh5rwla	223	26	to	to	IN
cord-032684-muh5rwla	223	27	the	the	DT
cord-032684-muh5rwla	223	28	meta	meta	JJ
cord-032684-muh5rwla	223	29	-	-	HYPH
cord-032684-muh5rwla	223	30	level	level	NN
cord-032684-muh5rwla	223	31	classifier	classifier	NN
cord-032684-muh5rwla	223	32	.	.	.
cord-032684-muh5rwla	224	1	The	the	DT
cord-032684-muh5rwla	224	2	models	model	NNS
cord-032684-muh5rwla	224	3	used	use	VBN
cord-032684-muh5rwla	224	4	in	in	IN
cord-032684-muh5rwla	224	5	the	the	DT
cord-032684-muh5rwla	224	6	third	third	JJ
cord-032684-muh5rwla	224	7	experiment	experiment	NN
cord-032684-muh5rwla	224	8	to	to	TO
cord-032684-muh5rwla	224	9	vary	vary	VB
cord-032684-muh5rwla	224	10	the	the	DT
cord-032684-muh5rwla	224	11	meta	meta	JJ
cord-032684-muh5rwla	224	12	-	-	HYPH
cord-032684-muh5rwla	224	13	level	level	NN
cord-032684-muh5rwla	224	14	classifiers	classifier	NNS
cord-032684-muh5rwla	224	15	are	be	VBP
cord-032684-muh5rwla	224	16	CNBS	CNBS	NNP
cord-032684-muh5rwla	224	17	,	,	,
cord-032684-muh5rwla	224	18	CNBK	CNBK	NNP
cord-032684-muh5rwla	224	19	,	,	,
cord-032684-muh5rwla	224	20	CNBNB	CNBNB	NNP
cord-032684-muh5rwla	224	21	and	and	CC
cord-032684-muh5rwla	224	22	CNBD	CNBD	NNP
cord-032684-muh5rwla	224	23	,	,	,
cord-032684-muh5rwla	224	24	and	and	CC
cord-032684-muh5rwla	224	25	the	the	DT
cord-032684-muh5rwla	224	26	results	result	NNS
cord-032684-muh5rwla	224	27	are	be	VBP
cord-032684-muh5rwla	224	28	reported	report	VBN
cord-032684-muh5rwla	224	29	in	in	IN
cord-032684-muh5rwla	224	30	Table	Table	NNP
cord-032684-muh5rwla	224	31	9	9	CD
cord-032684-muh5rwla	224	32	.	.	.
cord-032684-muh5rwla	225	1	CNBNB	CNBNB	NNP
cord-032684-muh5rwla	225	2	has	have	VBZ
cord-032684-muh5rwla	225	3	the	the	DT
cord-032684-muh5rwla	225	4	best	good	JJS
cord-032684-muh5rwla	225	5	accuracy	accuracy	NN
cord-032684-muh5rwla	225	6	among	among	IN
cord-032684-muh5rwla	225	7	the	the	DT
cord-032684-muh5rwla	225	8	models	model	NNS
cord-032684-muh5rwla	225	9	for	for	IN
cord-032684-muh5rwla	225	10	both	both	DT
cord-032684-muh5rwla	225	11	disaster	disaster	NN
cord-032684-muh5rwla	225	12	datasets	dataset	NNS
cord-032684-muh5rwla	225	13	.	.	.
cord-032684-muh5rwla	226	1	CNBS	CNBS	NNP
cord-032684-muh5rwla	226	2	gives	give	VBZ
cord-032684-muh5rwla	226	3	the	the	DT
cord-032684-muh5rwla	226	4	same	same	JJ
cord-032684-muh5rwla	226	5	accuracy	accuracy	NN
cord-032684-muh5rwla	226	6	as	as	IN
cord-032684-muh5rwla	226	7	the	the	DT
cord-032684-muh5rwla	226	8	CNBNB	CNBNB	NNP
cord-032684-muh5rwla	226	9	in	in	IN
cord-032684-muh5rwla	226	10	the	the	DT
cord-032684-muh5rwla	226	11	case	case	NN
cord-032684-muh5rwla	226	12	of	of	IN
cord-032684-muh5rwla	226	13	the	the	DT
cord-032684-muh5rwla	226	14	Italy	Italy	NNP
cord-032684-muh5rwla	226	15	earthquake	earthquake	NN
cord-032684-muh5rwla	226	16	dataset	dataset	NN
cord-032684-muh5rwla	226	17	.	.	.
cord-032684-muh5rwla	227	1	4	4	LS
cord-032684-muh5rwla	227	2	.	.	.
cord-032684-muh5rwla	228	1	Finally	finally	RB
cord-032684-muh5rwla	228	2	,	,	,
cord-032684-muh5rwla	228	3	in	in	IN
cord-032684-muh5rwla	228	4	the	the	DT
cord-032684-muh5rwla	228	5	fourth	fourth	JJ
cord-032684-muh5rwla	228	6	experiment	experiment	NN
cord-032684-muh5rwla	228	7	,	,	,
cord-032684-muh5rwla	228	8	the	the	DT
cord-032684-muh5rwla	228	9	output	output	NN
cord-032684-muh5rwla	228	10	of	of	IN
cord-032684-muh5rwla	228	11	the	the	DT
cord-032684-muh5rwla	228	12	CNN	CNN	NNP
cord-032684-muh5rwla	228	13	and	and	CC
cord-032684-muh5rwla	228	14	KNN	KNN	NNP
cord-032684-muh5rwla	228	15	classifiers	classifier	NNS
cord-032684-muh5rwla	228	16	(	(	-LRB-
cord-032684-muh5rwla	228	17	baselevel	baselevel	NN
cord-032684-muh5rwla	228	18	classifiers	classifier	NNS
cord-032684-muh5rwla	228	19	)	)	-RRB-
cord-032684-muh5rwla	228	20	is	be	VBZ
cord-032684-muh5rwla	228	21	given	give	VBN
cord-032684-muh5rwla	228	22	as	as	IN
cord-032684-muh5rwla	228	23	input	input	NN
cord-032684-muh5rwla	228	24	to	to	IN
cord-032684-muh5rwla	228	25	the	the	DT
cord-032684-muh5rwla	228	26	meta	meta	JJ
cord-032684-muh5rwla	228	27	-	-	HYPH
cord-032684-muh5rwla	228	28	classifier	classifier	NN
cord-032684-muh5rwla	228	29	.	.	.
cord-032684-muh5rwla	229	1	The	the	DT
cord-032684-muh5rwla	229	2	models	model	NNS
cord-032684-muh5rwla	229	3	used	use	VBN
cord-032684-muh5rwla	229	4	in	in	IN
cord-032684-muh5rwla	229	5	the	the	DT
cord-032684-muh5rwla	229	6	fourth	fourth	JJ
cord-032684-muh5rwla	229	7	experiment	experiment	NN
cord-032684-muh5rwla	229	8	to	to	TO
cord-032684-muh5rwla	229	9	vary	vary	VB
cord-032684-muh5rwla	229	10	the	the	DT
cord-032684-muh5rwla	229	11	meta	meta	NN
cord-032684-muh5rwla	229	12	-	-	HYPH
cord-032684-muh5rwla	229	13	classifiers	classifier	NNS
cord-032684-muh5rwla	229	14	are	be	VBP
cord-032684-muh5rwla	229	15	CKS	CKS	NNP
cord-032684-muh5rwla	229	16	,	,	,
cord-032684-muh5rwla	229	17	CKK	CKK	NNP
cord-032684-muh5rwla	229	18	,	,	,
cord-032684-muh5rwla	229	19	CKNB	CKNB	NNP
cord-032684-muh5rwla	229	20	and	and	CC
cord-032684-muh5rwla	229	21	CKD	CKD	NNP
cord-032684-muh5rwla	229	22	,	,	,
cord-032684-muh5rwla	229	23	and	and	CC
cord-032684-muh5rwla	229	24	the	the	DT
cord-032684-muh5rwla	229	25	results	result	NNS
cord-032684-muh5rwla	229	26	are	be	VBP
cord-032684-muh5rwla	229	27	tabulated	tabulate	VBN
cord-032684-muh5rwla	229	28	in	in	IN
cord-032684-muh5rwla	229	29	Table	Table	NNP
cord-032684-muh5rwla	229	30	10	10	CD
cord-032684-muh5rwla	229	31	.	.	.
cord-032684-muh5rwla	230	1	CKS	CKS	NNP
cord-032684-muh5rwla	230	2	achieves	achieve	VBZ
cord-032684-muh5rwla	230	3	the	the	DT
cord-032684-muh5rwla	230	4	highest	high	JJS
cord-032684-muh5rwla	230	5	accuracy	accuracy	NN
cord-032684-muh5rwla	230	6	among	among	IN
cord-032684-muh5rwla	230	7	the	the	DT
cord-032684-muh5rwla	230	8	models	model	NNS
cord-032684-muh5rwla	230	9	for	for	IN
cord-032684-muh5rwla	230	10	both	both	DT
cord-032684-muh5rwla	230	11	disaster	disaster	NN
cord-032684-muh5rwla	230	12	models	model	NNS
cord-032684-muh5rwla	230	13	.	.	.
cord-032684-muh5rwla	231	1	After	after	IN
cord-032684-muh5rwla	231	2	performing	perform	VBG
cord-032684-muh5rwla	231	3	four	four	CD
cord-032684-muh5rwla	231	4	different	different	JJ
cord-032684-muh5rwla	231	5	experiments	experiment	NNS
cord-032684-muh5rwla	231	6	,	,	,
cord-032684-muh5rwla	231	7	the	the	DT
cord-032684-muh5rwla	231	8	best	good	JJS
cord-032684-muh5rwla	231	9	f1-score	f1-score	NN
cord-032684-muh5rwla	231	10	models	model	NNS
cord-032684-muh5rwla	231	11	(	(	-LRB-
cord-032684-muh5rwla	231	12	models	model	NNS
cord-032684-muh5rwla	231	13	that	that	WDT
cord-032684-muh5rwla	231	14	achieve	achieve	VBP
cord-032684-muh5rwla	231	15	the	the	DT
cord-032684-muh5rwla	231	16	best	good	JJS
cord-032684-muh5rwla	231	17	f1-score	f1-score	NN
cord-032684-muh5rwla	231	18	)	)	-RRB-
cord-032684-muh5rwla	231	19	are	be	VBP
cord-032684-muh5rwla	231	20	selected	select	VBN
cord-032684-muh5rwla	231	21	from	from	IN
cord-032684-muh5rwla	231	22	the	the	DT
cord-032684-muh5rwla	231	23	four	four	CD
cord-032684-muh5rwla	231	24	various	various	JJ
cord-032684-muh5rwla	231	25	experiments	experiment	NNS
cord-032684-muh5rwla	231	26	of	of	IN
cord-032684-muh5rwla	231	27	models	model	NNS
cord-032684-muh5rwla	231	28	such	such	JJ
cord-032684-muh5rwla	231	29	as	as	IN
cord-032684-muh5rwla	231	30	CDK	CDK	NNP
cord-032684-muh5rwla	231	31	,	,	,
cord-032684-muh5rwla	231	32	CKS	CKS	NNP
cord-032684-muh5rwla	231	33	/	/	SYM
cord-032684-muh5rwla	231	34	CKK	CKK	NNP
cord-032684-muh5rwla	231	35	,	,	,
cord-032684-muh5rwla	231	36	CNBS	CNBS	NNP
cord-032684-muh5rwla	231	37	and	and	CC
cord-032684-muh5rwla	231	38	CSK	CSK	NNP
cord-032684-muh5rwla	231	39	for	for	IN
cord-032684-muh5rwla	231	40	both	both	DT
cord-032684-muh5rwla	231	41	disaster	disaster	NN
cord-032684-muh5rwla	231	42	datasets	dataset	NNS
cord-032684-muh5rwla	231	43	.	.	.
cord-032684-muh5rwla	232	1	In	in	IN
cord-032684-muh5rwla	232	2	the	the	DT
cord-032684-muh5rwla	232	3	same	same	JJ
cord-032684-muh5rwla	232	4	way	way	NN
cord-032684-muh5rwla	232	5	,	,	,
cord-032684-muh5rwla	232	6	the	the	DT
cord-032684-muh5rwla	232	7	best	good	JJS
cord-032684-muh5rwla	232	8	precision	precision	NN
cord-032684-muh5rwla	232	9	models	model	NNS
cord-032684-muh5rwla	232	10	(	(	-LRB-
cord-032684-muh5rwla	232	11	models	model	NNS
cord-032684-muh5rwla	232	12	that	that	WDT
cord-032684-muh5rwla	232	13	achieve	achieve	VBP
cord-032684-muh5rwla	232	14	the	the	DT
cord-032684-muh5rwla	232	15	highest	high	JJS
cord-032684-muh5rwla	232	16	precision	precision	NN
cord-032684-muh5rwla	232	17	)	)	-RRB-
cord-032684-muh5rwla	232	18	such	such	JJ
cord-032684-muh5rwla	232	19	as	as	IN
cord-032684-muh5rwla	232	20	CKNB	CKNB	NNP
cord-032684-muh5rwla	232	21	,	,	,
cord-032684-muh5rwla	232	22	CDNB	CDNB	NNP
cord-032684-muh5rwla	232	23	,	,	,
cord-032684-muh5rwla	232	24	CNBB	CNBB	NNP
cord-032684-muh5rwla	232	25	/	/	SYM
cord-032684-muh5rwla	232	26	CNBD	CNBD	NNP
cord-032684-muh5rwla	232	27	and	and	CC
cord-032684-muh5rwla	232	28	CSNB	CSNB	NNP
cord-032684-muh5rwla	232	29	on	on	IN
cord-032684-muh5rwla	232	30	the	the	DT
cord-032684-muh5rwla	232	31	Nepal	Nepal	NNP
cord-032684-muh5rwla	232	32	earthquake	earthquake	NN
cord-032684-muh5rwla	232	33	dataset	dataset	NN
cord-032684-muh5rwla	232	34	are	be	VBP
cord-032684-muh5rwla	232	35	selected	select	VBN
cord-032684-muh5rwla	232	36	.	.	.
cord-032684-muh5rwla	233	1	Similarly	similarly	RB
cord-032684-muh5rwla	233	2	,	,	,
cord-032684-muh5rwla	233	3	CSNB	CSNB	NNP
cord-032684-muh5rwla	233	4	,	,	,
cord-032684-muh5rwla	233	5	CDS	CDS	NNP
cord-032684-muh5rwla	233	6	,	,	,
cord-032684-muh5rwla	233	7	CNBNB	CNBNB	NNP
cord-032684-muh5rwla	233	8	and	and	CC
cord-032684-muh5rwla	233	9	CKS	CKS	NNP
cord-032684-muh5rwla	233	10	models	model	NNS
cord-032684-muh5rwla	233	11	achieve	achieve	VBP
cord-032684-muh5rwla	233	12	the	the	DT
cord-032684-muh5rwla	233	13	best	good	JJS
cord-032684-muh5rwla	233	14	precision	precision	NN
cord-032684-muh5rwla	233	15	for	for	IN
cord-032684-muh5rwla	233	16	the	the	DT
cord-032684-muh5rwla	233	17	Italy	Italy	NNP
cord-032684-muh5rwla	233	18	earthquake	earthquake	NN
cord-032684-muh5rwla	233	19	dataset	dataset	NN
cord-032684-muh5rwla	233	20	.	.	.
cord-032684-muh5rwla	234	1	In	in	IN
cord-032684-muh5rwla	234	2	the	the	DT
cord-032684-muh5rwla	234	3	case	case	NN
cord-032684-muh5rwla	234	4	of	of	IN
cord-032684-muh5rwla	234	5	the	the	DT
cord-032684-muh5rwla	234	6	execution	execution	NN
cord-032684-muh5rwla	234	7	time	time	NN
cord-032684-muh5rwla	234	8	,	,	,
cord-032684-muh5rwla	234	9	CDS	CDS	NNP
cord-032684-muh5rwla	234	10	runs	run	VBZ
cord-032684-muh5rwla	234	11	very	very	RB
cord-032684-muh5rwla	234	12	fastly	fastly	RB
cord-032684-muh5rwla	234	13	on	on	IN
cord-032684-muh5rwla	234	14	average	average	NN
cord-032684-muh5rwla	234	15	of	of	IN
cord-032684-muh5rwla	234	16	both	both	DT
cord-032684-muh5rwla	234	17	disaster	disaster	NN
cord-032684-muh5rwla	234	18	datasets	dataset	NNS
cord-032684-muh5rwla	234	19	.	.	.
cord-032684-muh5rwla	235	1	However	however	RB
cord-032684-muh5rwla	235	2	,	,	,
cord-032684-muh5rwla	235	3	it	-PRON-	PRP
cord-032684-muh5rwla	235	4	does	do	VBZ
cord-032684-muh5rwla	235	5	not	not	RB
cord-032684-muh5rwla	235	6	give	give	VB
cord-032684-muh5rwla	235	7	the	the	DT
cord-032684-muh5rwla	235	8	best	good	JJS
cord-032684-muh5rwla	235	9	results	result	NNS
cord-032684-muh5rwla	235	10	compare	compare	VBP
cord-032684-muh5rwla	235	11	to	to	IN
cord-032684-muh5rwla	235	12	other	other	JJ
cord-032684-muh5rwla	235	13	models	model	NNS
cord-032684-muh5rwla	235	14	.	.	.
cord-032684-muh5rwla	236	1	Finally	finally	RB
cord-032684-muh5rwla	236	2	,	,	,
cord-032684-muh5rwla	236	3	all	all	DT
cord-032684-muh5rwla	236	4	models	model	NNS
cord-032684-muh5rwla	236	5	are	be	VBP
cord-032684-muh5rwla	236	6	compared	compare	VBN
cord-032684-muh5rwla	236	7	and	and	CC
cord-032684-muh5rwla	236	8	selected	select	VBN
cord-032684-muh5rwla	236	9	as	as	IN
cord-032684-muh5rwla	236	10	the	the	DT
cord-032684-muh5rwla	236	11	CSK	CSK	NNP
cord-032684-muh5rwla	236	12	model	model	NN
cord-032684-muh5rwla	236	13	that	that	WDT
cord-032684-muh5rwla	236	14	achieves	achieve	VBZ
cord-032684-muh5rwla	236	15	the	the	DT
cord-032684-muh5rwla	236	16	best	good	JJS
cord-032684-muh5rwla	236	17	f1-score	f1-score	NN
cord-032684-muh5rwla	236	18	for	for	IN
cord-032684-muh5rwla	236	19	the	the	DT
cord-032684-muh5rwla	236	20	Nepal	Nepal	NNP
cord-032684-muh5rwla	236	21	earthquake	earthquake	NN
cord-032684-muh5rwla	236	22	dataset	dataset	NN
cord-032684-muh5rwla	236	23	.	.	.
cord-032684-muh5rwla	237	1	In	in	IN
cord-032684-muh5rwla	237	2	the	the	DT
cord-032684-muh5rwla	237	3	case	case	NN
cord-032684-muh5rwla	237	4	of	of	IN
cord-032684-muh5rwla	237	5	an	an	DT
cord-032684-muh5rwla	237	6	accuracy	accuracy	NN
cord-032684-muh5rwla	237	7	parameter	parameter	NN
cord-032684-muh5rwla	237	8	,	,	,
cord-032684-muh5rwla	237	9	the	the	DT
cord-032684-muh5rwla	237	10	CSK	CSK	NNP
cord-032684-muh5rwla	237	11	model	model	NN
cord-032684-muh5rwla	237	12	gives	give	VBZ
cord-032684-muh5rwla	237	13	the	the	DT
cord-032684-muh5rwla	237	14	best	good	JJS
cord-032684-muh5rwla	237	15	performance	performance	NN
cord-032684-muh5rwla	237	16	for	for	IN
cord-032684-muh5rwla	237	17	the	the	DT
cord-032684-muh5rwla	237	18	Nepal	Nepal	NNP
cord-032684-muh5rwla	237	19	earthquake	earthquake	NN
cord-032684-muh5rwla	237	20	dataset	dataset	NN
cord-032684-muh5rwla	237	21	but	but	CC
cord-032684-muh5rwla	237	22	not	not	RB
cord-032684-muh5rwla	237	23	provide	provide	VB
cord-032684-muh5rwla	237	24	for	for	IN
cord-032684-muh5rwla	237	25	the	the	DT
cord-032684-muh5rwla	237	26	Italy	Italy	NNP
cord-032684-muh5rwla	237	27	earthquake	earthquake	NN
cord-032684-muh5rwla	237	28	dataset	dataset	NN
cord-032684-muh5rwla	237	29	.	.	.
cord-032684-muh5rwla	238	1	Overall	overall	JJ
cord-032684-muh5rwla	238	2	comparison	comparison	NN
cord-032684-muh5rwla	238	3	of	of	IN
cord-032684-muh5rwla	238	4	all	all	PDT
cord-032684-muh5rwla	238	5	the	the	DT
cord-032684-muh5rwla	238	6	models	model	NNS
cord-032684-muh5rwla	238	7	,	,	,
cord-032684-muh5rwla	238	8	CKS	CKS	NNP
cord-032684-muh5rwla	238	9	performs	perform	VBZ
cord-032684-muh5rwla	238	10	well	well	RB
cord-032684-muh5rwla	238	11	than	than	IN
cord-032684-muh5rwla	238	12	the	the	DT
cord-032684-muh5rwla	238	13	other	other	JJ
cord-032684-muh5rwla	238	14	models	model	NNS
cord-032684-muh5rwla	238	15	on	on	IN
cord-032684-muh5rwla	238	16	both	both	DT
cord-032684-muh5rwla	238	17	disaster	disaster	NN
cord-032684-muh5rwla	238	18	datasets	dataset	NNS
cord-032684-muh5rwla	238	19	.	.	.
cord-032684-muh5rwla	239	1	Therefore	therefore	RB
cord-032684-muh5rwla	239	2	,	,	,
cord-032684-muh5rwla	239	3	CKS	CKS	NNP
cord-032684-muh5rwla	239	4	is	be	VBZ
cord-032684-muh5rwla	239	5	selected	select	VBN
cord-032684-muh5rwla	239	6	to	to	TO
cord-032684-muh5rwla	239	7	identify	identify	VB
cord-032684-muh5rwla	239	8	NAR	NAR	NNP
cord-032684-muh5rwla	239	9	tweets	tweet	NNS
cord-032684-muh5rwla	239	10	during	during	IN
cord-032684-muh5rwla	239	11	the	the	DT
cord-032684-muh5rwla	239	12	disaster	disaster	NN
cord-032684-muh5rwla	239	13	.	.	.
cord-032684-muh5rwla	240	1	Various	various	JJ
cord-032684-muh5rwla	240	2	experiments	experiment	NNS
cord-032684-muh5rwla	240	3	are	be	VBP
cord-032684-muh5rwla	240	4	conducted	conduct	VBN
cord-032684-muh5rwla	240	5	to	to	TO
cord-032684-muh5rwla	240	6	assess	assess	VB
cord-032684-muh5rwla	240	7	the	the	DT
cord-032684-muh5rwla	240	8	effectiveness	effectiveness	NN
cord-032684-muh5rwla	240	9	of	of	IN
cord-032684-muh5rwla	240	10	the	the	DT
cord-032684-muh5rwla	240	11	individual	individual	JJ
cord-032684-muh5rwla	240	12	component	component	NN
cord-032684-muh5rwla	240	13	in	in	IN
cord-032684-muh5rwla	240	14	the	the	DT
cord-032684-muh5rwla	240	15	proposed	propose	VBN
cord-032684-muh5rwla	240	16	model	model	NN
cord-032684-muh5rwla	240	17	(	(	-LRB-
cord-032684-muh5rwla	240	18	CKS	CKS	NNP
cord-032684-muh5rwla	240	19	)	)	-RRB-
cord-032684-muh5rwla	240	20	on	on	IN
cord-032684-muh5rwla	240	21	two	two	CD
cord-032684-muh5rwla	240	22	datasets	dataset	NNS
cord-032684-muh5rwla	240	23	,	,	,
cord-032684-muh5rwla	240	24	such	such	JJ
cord-032684-muh5rwla	240	25	as	as	IN
cord-032684-muh5rwla	240	26	Nepal	Nepal	NNP
cord-032684-muh5rwla	240	27	and	and	CC
cord-032684-muh5rwla	240	28	Italy	Italy	NNP
cord-032684-muh5rwla	240	29	earthquake	earthquake	NN
cord-032684-muh5rwla	240	30	.	.	.
cord-032684-muh5rwla	241	1	The	the	DT
cord-032684-muh5rwla	241	2	proposed	propose	VBN
cord-032684-muh5rwla	241	3	model	model	NN
cord-032684-muh5rwla	241	4	is	be	VBZ
cord-032684-muh5rwla	241	5	initially	initially	RB
cord-032684-muh5rwla	241	6	evaluated	evaluate	VBN
cord-032684-muh5rwla	241	7	and	and	CC
cord-032684-muh5rwla	241	8	the	the	DT
cord-032684-muh5rwla	241	9	results	result	NNS
cord-032684-muh5rwla	241	10	for	for	IN
cord-032684-muh5rwla	241	11	two	two	CD
cord-032684-muh5rwla	241	12	datasets	dataset	NNS
cord-032684-muh5rwla	241	13	are	be	VBP
cord-032684-muh5rwla	241	14	tabulated	tabulate	VBN
cord-032684-muh5rwla	241	15	in	in	IN
cord-032684-muh5rwla	241	16	Table	Table	NNP
cord-032684-muh5rwla	241	17	11	11	CD
cord-032684-muh5rwla	241	18	.	.	.
cord-032684-muh5rwla	242	1	Later	later	RBR
cord-032684-muh5rwla	242	2	,	,	,
cord-032684-muh5rwla	242	3	the	the	DT
cord-032684-muh5rwla	242	4	experiments	experiment	NNS
cord-032684-muh5rwla	242	5	are	be	VBP
cord-032684-muh5rwla	242	6	performed	perform	VBN
cord-032684-muh5rwla	242	7	by	by	IN
cord-032684-muh5rwla	242	8	excluding	exclude	VBG
cord-032684-muh5rwla	242	9	informative	informative	JJ
cord-032684-muh5rwla	242	10	(	(	-LRB-
cord-032684-muh5rwla	242	11	domain	domain	NN
cord-032684-muh5rwla	242	12	-	-	HYPH
cord-032684-muh5rwla	242	13	specific	specific	JJ
cord-032684-muh5rwla	242	14	)	)	-RRB-
cord-032684-muh5rwla	242	15	features	feature	NNS
cord-032684-muh5rwla	242	16	and	and	CC
cord-032684-muh5rwla	242	17	CNN	CNN	NNP
cord-032684-muh5rwla	242	18	individually	individually	RB
cord-032684-muh5rwla	242	19	in	in	IN
cord-032684-muh5rwla	242	20	the	the	DT
cord-032684-muh5rwla	242	21	proposed	propose	VBN
cord-032684-muh5rwla	242	22	model	model	NN
cord-032684-muh5rwla	242	23	and	and	CC
cord-032684-muh5rwla	242	24	the	the	DT
cord-032684-muh5rwla	242	25	results	result	NNS
cord-032684-muh5rwla	242	26	are	be	VBP
cord-032684-muh5rwla	242	27	reported	report	VBN
cord-032684-muh5rwla	242	28	in	in	IN
cord-032684-muh5rwla	242	29	Table	Table	NNP
cord-032684-muh5rwla	242	30	11	11	CD
cord-032684-muh5rwla	242	31	.	.	.
cord-032684-muh5rwla	243	1	The	the	DT
cord-032684-muh5rwla	243	2	informative	informative	JJ
cord-032684-muh5rwla	243	3	features	feature	NNS
cord-032684-muh5rwla	243	4	play	play	VBP
cord-032684-muh5rwla	243	5	a	a	DT
cord-032684-muh5rwla	243	6	crucial	crucial	JJ
cord-032684-muh5rwla	243	7	role	role	NN
cord-032684-muh5rwla	243	8	in	in	IN
cord-032684-muh5rwla	243	9	the	the	DT
cord-032684-muh5rwla	243	10	proposed	propose	VBN
cord-032684-muh5rwla	243	11	method	method	NN
cord-032684-muh5rwla	243	12	for	for	IN
cord-032684-muh5rwla	243	13	Italy	Italy	NNP
cord-032684-muh5rwla	243	14	's	's	POS
cord-032684-muh5rwla	243	15	earthquake	earthquake	NN
cord-032684-muh5rwla	243	16	dataset	dataset	NN
cord-032684-muh5rwla	243	17	,	,	,
cord-032684-muh5rwla	243	18	which	which	WDT
cord-032684-muh5rwla	243	19	reduces	reduce	VBZ
cord-032684-muh5rwla	243	20	the	the	DT
cord-032684-muh5rwla	243	21	performance	performance	NN
cord-032684-muh5rwla	243	22	of	of	IN
cord-032684-muh5rwla	243	23	the	the	DT
cord-032684-muh5rwla	243	24	proposed	propose	VBN
cord-032684-muh5rwla	243	25	model	model	NN
cord-032684-muh5rwla	243	26	by	by	IN
cord-032684-muh5rwla	243	27	almost	almost	RB
cord-032684-muh5rwla	243	28	5.31	5.31	CD
cord-032684-muh5rwla	243	29	%	%	NN
cord-032684-muh5rwla	243	30	accuracy	accuracy	NN
cord-032684-muh5rwla	243	31	.	.	.
cord-032684-muh5rwla	244	1	In	in	IN
cord-032684-muh5rwla	244	2	the	the	DT
cord-032684-muh5rwla	244	3	case	case	NN
cord-032684-muh5rwla	244	4	of	of	IN
cord-032684-muh5rwla	244	5	the	the	DT
cord-032684-muh5rwla	244	6	Nepal	Nepal	NNP
cord-032684-muh5rwla	244	7	Earthquake	Earthquake	NNP
cord-032684-muh5rwla	244	8	,	,	,
cord-032684-muh5rwla	244	9	the	the	DT
cord-032684-muh5rwla	244	10	performance	performance	NN
cord-032684-muh5rwla	244	11	is	be	VBZ
cord-032684-muh5rwla	244	12	reduced	reduce	VBN
cord-032684-muh5rwla	244	13	by	by	IN
cord-032684-muh5rwla	244	14	approximately	approximately	RB
cord-032684-muh5rwla	244	15	0.90	0.90	CD
cord-032684-muh5rwla	244	16	%	%	NN
cord-032684-muh5rwla	244	17	accuracy	accuracy	NN
cord-032684-muh5rwla	244	18	.	.	.
cord-032684-muh5rwla	245	1	By	by	IN
cord-032684-muh5rwla	245	2	removing	remove	VBG
cord-032684-muh5rwla	245	3	the	the	DT
cord-032684-muh5rwla	245	4	CNN	CNN	NNP
cord-032684-muh5rwla	245	5	model	model	NN
cord-032684-muh5rwla	245	6	,	,	,
cord-032684-muh5rwla	245	7	the	the	DT
cord-032684-muh5rwla	245	8	performance	performance	NN
cord-032684-muh5rwla	245	9	of	of	IN
cord-032684-muh5rwla	245	10	both	both	DT
cord-032684-muh5rwla	245	11	datasets	dataset	NNS
cord-032684-muh5rwla	245	12	is	be	VBZ
cord-032684-muh5rwla	245	13	drastically	drastically	RB
cord-032684-muh5rwla	245	14	reduced	reduce	VBN
cord-032684-muh5rwla	245	15	by	by	IN
cord-032684-muh5rwla	245	16	almost	almost	RB
cord-032684-muh5rwla	245	17	25	25	CD
cord-032684-muh5rwla	245	18	%	%	NN
cord-032684-muh5rwla	245	19	and	and	CC
cord-032684-muh5rwla	245	20	15	15	CD
cord-032684-muh5rwla	245	21	%	%	NN
cord-032684-muh5rwla	245	22	for	for	IN
cord-032684-muh5rwla	245	23	the	the	DT
cord-032684-muh5rwla	245	24	Nepal	Nepal	NNP
cord-032684-muh5rwla	245	25	and	and	CC
cord-032684-muh5rwla	245	26	Italy	Italy	NNP
cord-032684-muh5rwla	245	27	earthquake	earthquake	NN
cord-032684-muh5rwla	245	28	datasets	dataset	NNS
cord-032684-muh5rwla	245	29	,	,	,
cord-032684-muh5rwla	245	30	respectively	respectively	RB
cord-032684-muh5rwla	245	31	.	.	.
cord-032684-muh5rwla	246	1	It	-PRON-	PRP
cord-032684-muh5rwla	246	2	indicates	indicate	VBZ
cord-032684-muh5rwla	246	3	that	that	IN
cord-032684-muh5rwla	246	4	CNN	CNN	NNP
cord-032684-muh5rwla	246	5	plays	play	VBZ
cord-032684-muh5rwla	246	6	a	a	DT
cord-032684-muh5rwla	246	7	significant	significant	JJ
cord-032684-muh5rwla	246	8	role	role	NN
cord-032684-muh5rwla	246	9	in	in	IN
cord-032684-muh5rwla	246	10	both	both	DT
cord-032684-muh5rwla	246	11	disaster	disaster	NN
cord-032684-muh5rwla	246	12	datasets	dataset	NNS
cord-032684-muh5rwla	246	13	.	.	.
cord-032684-muh5rwla	247	1	By	by	IN
cord-032684-muh5rwla	247	2	removing	remove	VBG
cord-032684-muh5rwla	247	3	both	both	CC
cord-032684-muh5rwla	247	4	CNN	CNN	NNP
cord-032684-muh5rwla	247	5	and	and	CC
cord-032684-muh5rwla	247	6	SVM	SVM	NNP
cord-032684-muh5rwla	247	7	classifiers	classifier	NNS
cord-032684-muh5rwla	247	8	from	from	IN
cord-032684-muh5rwla	247	9	the	the	DT
cord-032684-muh5rwla	247	10	proposed	propose	VBN
cord-032684-muh5rwla	247	11	model	model	NN
cord-032684-muh5rwla	247	12	,	,	,
cord-032684-muh5rwla	247	13	the	the	DT
cord-032684-muh5rwla	247	14	performance	performance	NN
cord-032684-muh5rwla	247	15	reduction	reduction	NN
cord-032684-muh5rwla	247	16	is	be	VBZ
cord-032684-muh5rwla	247	17	the	the	DT
cord-032684-muh5rwla	247	18	same	same	JJ
cord-032684-muh5rwla	247	19	as	as	IN
cord-032684-muh5rwla	247	20	when	when	WRB
cord-032684-muh5rwla	247	21	CNN	CNN	NNP
cord-032684-muh5rwla	247	22	is	be	VBZ
cord-032684-muh5rwla	247	23	removed	remove	VBN
cord-032684-muh5rwla	247	24	.	.	.
cord-032684-muh5rwla	248	1	It	-PRON-	PRP
cord-032684-muh5rwla	248	2	indicates	indicate	VBZ
cord-032684-muh5rwla	248	3	that	that	IN
cord-032684-muh5rwla	248	4	the	the	DT
cord-032684-muh5rwla	248	5	SVM	SVM	NNP
cord-032684-muh5rwla	248	6	classifier	classifier	NN
cord-032684-muh5rwla	248	7	alone	alone	RB
cord-032684-muh5rwla	248	8	does	do	VBZ
cord-032684-muh5rwla	248	9	not	not	RB
cord-032684-muh5rwla	248	10	have	have	VB
cord-032684-muh5rwla	248	11	much	much	JJ
cord-032684-muh5rwla	248	12	impact	impact	NN
cord-032684-muh5rwla	248	13	on	on	IN
cord-032684-muh5rwla	248	14	the	the	DT
cord-032684-muh5rwla	248	15	performance	performance	NN
cord-032684-muh5rwla	248	16	of	of	IN
cord-032684-muh5rwla	248	17	the	the	DT
cord-032684-muh5rwla	248	18	model	model	NN
cord-032684-muh5rwla	248	19	.	.	.
cord-032684-muh5rwla	249	1	However	however	RB
cord-032684-muh5rwla	249	2	,	,	,
cord-032684-muh5rwla	249	3	the	the	DT
cord-032684-muh5rwla	249	4	proposed	propose	VBN
cord-032684-muh5rwla	249	5	method	method	NN
cord-032684-muh5rwla	249	6	(	(	-LRB-
cord-032684-muh5rwla	249	7	CKS	CKS	NNP
cord-032684-muh5rwla	249	8	)	)	-RRB-
cord-032684-muh5rwla	249	9	provides	provide	VBZ
cord-032684-muh5rwla	249	10	the	the	DT
cord-032684-muh5rwla	249	11	best	good	JJS
cord-032684-muh5rwla	249	12	accuracy	accuracy	NN
cord-032684-muh5rwla	249	13	than	than	IN
cord-032684-muh5rwla	249	14	any	any	DT
cord-032684-muh5rwla	249	15	of	of	IN
cord-032684-muh5rwla	249	16	the	the	DT
cord-032684-muh5rwla	249	17	components	component	NNS
cord-032684-muh5rwla	249	18	used	use	VBN
cord-032684-muh5rwla	249	19	to	to	TO
cord-032684-muh5rwla	249	20	identify	identify	VB
cord-032684-muh5rwla	249	21	NAR	NAR	NNP
cord-032684-muh5rwla	249	22	tweets	tweet	NNS
cord-032684-muh5rwla	249	23	during	during	IN
cord-032684-muh5rwla	249	24	the	the	DT
cord-032684-muh5rwla	249	25	disaster	disaster	NN
cord-032684-muh5rwla	249	26	.	.	.
cord-032684-muh5rwla	250	1	It	-PRON-	PRP
cord-032684-muh5rwla	250	2	is	be	VBZ
cord-032684-muh5rwla	250	3	also	also	RB
cord-032684-muh5rwla	250	4	proved	prove	VBN
cord-032684-muh5rwla	250	5	by	by	IN
cord-032684-muh5rwla	250	6	using	use	VBG
cord-032684-muh5rwla	250	7	statistical	statistical	JJ
cord-032684-muh5rwla	250	8	validation	validation	NN
cord-032684-muh5rwla	250	9	and	and	CC
cord-032684-muh5rwla	250	10	it	-PRON-	PRP
cord-032684-muh5rwla	250	11	is	be	VBZ
cord-032684-muh5rwla	250	12	given	give	VBN
cord-032684-muh5rwla	250	13	in	in	IN
cord-032684-muh5rwla	250	14	Section	section	NN
cord-032684-muh5rwla	250	15	4.5.2	4.5.2	CD
cord-032684-muh5rwla	250	16	.	.	.
cord-032684-muh5rwla	251	1	This	this	DT
cord-032684-muh5rwla	251	2	section	section	NN
cord-032684-muh5rwla	251	3	provides	provide	VBZ
cord-032684-muh5rwla	251	4	a	a	DT
cord-032684-muh5rwla	251	5	brief	brief	JJ
cord-032684-muh5rwla	251	6	explanation	explanation	NN
cord-032684-muh5rwla	251	7	of	of	IN
cord-032684-muh5rwla	251	8	the	the	DT
cord-032684-muh5rwla	251	9	methods	method	NNS
cord-032684-muh5rwla	251	10	that	that	WDT
cord-032684-muh5rwla	251	11	are	be	VBP
cord-032684-muh5rwla	251	12	compared	compare	VBN
cord-032684-muh5rwla	251	13	with	with	IN
cord-032684-muh5rwla	251	14	the	the	DT
cord-032684-muh5rwla	251	15	proposed	propose	VBN
cord-032684-muh5rwla	251	16	model	model	NN
cord-032684-muh5rwla	251	17	.	.	.
cord-032684-muh5rwla	252	1	It	-PRON-	PRP
cord-032684-muh5rwla	252	2	can	can	MD
cord-032684-muh5rwla	252	3	be	be	VB
cord-032684-muh5rwla	252	4	categorized	categorize	VBN
cord-032684-muh5rwla	252	5	into	into	IN
cord-032684-muh5rwla	252	6	two	two	CD
cord-032684-muh5rwla	252	7	subsections	subsection	NNS
cord-032684-muh5rwla	252	8	based	base	VBN
cord-032684-muh5rwla	252	9	on	on	IN
cord-032684-muh5rwla	252	10	the	the	DT
cord-032684-muh5rwla	252	11	methods	method	NNS
cord-032684-muh5rwla	252	12	.	.	.
cord-032684-muh5rwla	253	1	1	1	LS
cord-032684-muh5rwla	253	2	.	.	.
cord-032684-muh5rwla	254	1	Classification	classification	NN
cord-032684-muh5rwla	254	2	Methodologies	Methodologies	NNPS
cord-032684-muh5rwla	254	3	.	.	.
cord-032684-muh5rwla	255	1	2	2	LS
cord-032684-muh5rwla	255	2	.	.	.
cord-032684-muh5rwla	256	1	Statistical	statistical	JJ
cord-032684-muh5rwla	256	2	validation	validation	NN
cord-032684-muh5rwla	256	3	of	of	IN
cord-032684-muh5rwla	256	4	the	the	DT
cord-032684-muh5rwla	256	5	classifier	classifier	NN
cord-032684-muh5rwla	256	6	models	model	NNS
cord-032684-muh5rwla	256	7	.	.	.
cord-032684-muh5rwla	257	1	This	this	DT
cord-032684-muh5rwla	257	2	section	section	NN
cord-032684-muh5rwla	257	3	describes	describe	VBZ
cord-032684-muh5rwla	257	4	the	the	DT
cord-032684-muh5rwla	257	5	comparison	comparison	NN
cord-032684-muh5rwla	257	6	of	of	IN
cord-032684-muh5rwla	257	7	the	the	DT
cord-032684-muh5rwla	257	8	proposed	propose	VBN
cord-032684-muh5rwla	257	9	model	model	NN
cord-032684-muh5rwla	257	10	with	with	IN
cord-032684-muh5rwla	257	11	the	the	DT
cord-032684-muh5rwla	257	12	existing	exist	VBG
cord-032684-muh5rwla	257	13	classification	classification	NN
cord-032684-muh5rwla	257	14	methodologies	methodology	NNS
cord-032684-muh5rwla	257	15	[	[	-LRB-
cord-032684-muh5rwla	257	16	9	9	CD
cord-032684-muh5rwla	257	17	,	,	,
cord-032684-muh5rwla	257	18	12	12	CD
cord-032684-muh5rwla	257	19	,	,	,
cord-032684-muh5rwla	257	20	30	30	CD
cord-032684-muh5rwla	257	21	,	,	,
cord-032684-muh5rwla	257	22	35	35	CD
cord-032684-muh5rwla	257	23	]	]	-RRB-
cord-032684-muh5rwla	257	24	.	.	.
cord-032684-muh5rwla	258	1	In	in	IN
cord-032684-muh5rwla	258	2	[	[	-LRB-
cord-032684-muh5rwla	258	3	9	9	CD
cord-032684-muh5rwla	258	4	]	]	-RRB-
cord-032684-muh5rwla	258	5	,	,	,
cord-032684-muh5rwla	258	6	the	the	DT
cord-032684-muh5rwla	258	7	authors	author	NNS
cord-032684-muh5rwla	258	8	presented	present	VBD
cord-032684-muh5rwla	258	9	an	an	DT
cord-032684-muh5rwla	258	10	AIDR	AIDR	NNP
cord-032684-muh5rwla	258	11	platform	platform	NN
cord-032684-muh5rwla	258	12	for	for	IN
cord-032684-muh5rwla	258	13	automatic	automatic	JJ
cord-032684-muh5rwla	258	14	classification	classification	NN
cord-032684-muh5rwla	258	15	of	of	IN
cord-032684-muh5rwla	258	16	tweets	tweet	NNS
cord-032684-muh5rwla	258	17	into	into	IN
cord-032684-muh5rwla	258	18	user	user	NN
cord-032684-muh5rwla	258	19	-	-	HYPH
cord-032684-muh5rwla	258	20	defined	define	VBN
cord-032684-muh5rwla	258	21	categories	category	NNS
cord-032684-muh5rwla	258	22	with	with	IN
cord-032684-muh5rwla	258	23	the	the	DT
cord-032684-muh5rwla	258	24	use	use	NN
cord-032684-muh5rwla	258	25	of	of	IN
cord-032684-muh5rwla	258	26	uni	uni	JJ
cord-032684-muh5rwla	258	27	-	-	HYPH
cord-032684-muh5rwla	258	28	gram	gram	NNP
cord-032684-muh5rwla	258	29	and	and	CC
cord-032684-muh5rwla	258	30	bi	bi	JJ
cord-032684-muh5rwla	258	31	-	-	HYPH
cord-032684-muh5rwla	258	32	gram	gram	NN
cord-032684-muh5rwla	258	33	features	feature	NNS
cord-032684-muh5rwla	258	34	.	.	.
cord-032684-muh5rwla	259	1	Similarly	similarly	RB
cord-032684-muh5rwla	259	2	,	,	,
cord-032684-muh5rwla	259	3	in	in	IN
cord-032684-muh5rwla	259	4	this	this	DT
cord-032684-muh5rwla	259	5	paper	paper	NN
cord-032684-muh5rwla	259	6	,	,	,
cord-032684-muh5rwla	259	7	the	the	DT
cord-032684-muh5rwla	259	8	SVM	SVM	NNP
cord-032684-muh5rwla	259	9	classifier	classifier	NN
cord-032684-muh5rwla	259	10	with	with	IN
cord-032684-muh5rwla	259	11	features	feature	NNS
cord-032684-muh5rwla	259	12	such	such	JJ
cord-032684-muh5rwla	259	13	as	as	IN
cord-032684-muh5rwla	259	14	uni	uni	NN
cord-032684-muh5rwla	259	15	-	-	HYPH
cord-032684-muh5rwla	259	16	gram	gram	NNP
cord-032684-muh5rwla	259	17	and	and	CC
cord-032684-muh5rwla	259	18	bi	bi	JJ
cord-032684-muh5rwla	259	19	-	-	HYPH
cord-032684-muh5rwla	259	20	gram	gram	NN
cord-032684-muh5rwla	259	21	used	use	VBN
cord-032684-muh5rwla	259	22	as	as	IN
cord-032684-muh5rwla	259	23	a	a	DT
cord-032684-muh5rwla	259	24	baseline	baseline	NN
cord-032684-muh5rwla	259	25	,	,	,
cord-032684-muh5rwla	259	26	and	and	CC
cord-032684-muh5rwla	259	27	experiments	experiment	NNS
cord-032684-muh5rwla	259	28	are	be	VBP
cord-032684-muh5rwla	259	29	performed	perform	VBN
cord-032684-muh5rwla	259	30	.	.	.
cord-032684-muh5rwla	260	1	In	in	IN
cord-032684-muh5rwla	260	2	[	[	-LRB-
cord-032684-muh5rwla	260	3	35	35	CD
cord-032684-muh5rwla	260	4	]	]	-RRB-
cord-032684-muh5rwla	260	5	,	,	,
cord-032684-muh5rwla	260	6	the	the	DT
cord-032684-muh5rwla	260	7	authors	author	NNS
cord-032684-muh5rwla	260	8	used	use	VBD
cord-032684-muh5rwla	260	9	features	feature	NNS
cord-032684-muh5rwla	260	10	such	such	JJ
cord-032684-muh5rwla	260	11	as	as	IN
cord-032684-muh5rwla	260	12	location	location	NN
cord-032684-muh5rwla	260	13	,	,	,
cord-032684-muh5rwla	260	14	infrastructure	infrastructure	NN
cord-032684-muh5rwla	260	15	damage	damage	NN
cord-032684-muh5rwla	260	16	,	,	,
cord-032684-muh5rwla	260	17	communication	communication	NN
cord-032684-muh5rwla	260	18	,	,	,
cord-032684-muh5rwla	260	19	etc	etc	FW
cord-032684-muh5rwla	260	20	.	.	FW
cord-032684-muh5rwla	260	21	,	,	,
cord-032684-muh5rwla	260	22	for	for	IN
cord-032684-muh5rwla	260	23	identifying	identify	VBG
cord-032684-muh5rwla	260	24	the	the	DT
cord-032684-muh5rwla	260	25	resources	resource	NNS
cord-032684-muh5rwla	260	26	during	during	IN
cord-032684-muh5rwla	260	27	a	a	DT
cord-032684-muh5rwla	260	28	disaster	disaster	NN
cord-032684-muh5rwla	260	29	and	and	CC
cord-032684-muh5rwla	260	30	SVM	SVM	NNP
cord-032684-muh5rwla	260	31	classifier	classifier	NN
cord-032684-muh5rwla	260	32	is	be	VBZ
cord-032684-muh5rwla	260	33	used	use	VBN
cord-032684-muh5rwla	260	34	for	for	IN
cord-032684-muh5rwla	260	35	classification	classification	NN
cord-032684-muh5rwla	260	36	.	.	.
cord-032684-muh5rwla	261	1	The	the	DT
cord-032684-muh5rwla	261	2	authors	author	NNS
cord-032684-muh5rwla	261	3	[	[	-LRB-
cord-032684-muh5rwla	261	4	12	12	CD
cord-032684-muh5rwla	261	5	]	]	-RRB-
cord-032684-muh5rwla	261	6	used	use	VBD
cord-032684-muh5rwla	261	7	CNN	CNN	NNP
cord-032684-muh5rwla	261	8	for	for	IN
cord-032684-muh5rwla	261	9	sentence	sentence	NN
cord-032684-muh5rwla	261	10	classification	classification	NN
cord-032684-muh5rwla	261	11	by	by	IN
cord-032684-muh5rwla	261	12	hyper	hyper	JJ
cord-032684-muh5rwla	261	13	-	-	JJ
cord-032684-muh5rwla	261	14	tuning	tune	VBG
cord-032684-muh5rwla	261	15	the	the	DT
cord-032684-muh5rwla	261	16	parameters	parameter	NNS
cord-032684-muh5rwla	261	17	.	.	.
cord-032684-muh5rwla	262	1	Similar	similar	JJ
cord-032684-muh5rwla	262	2	to	to	IN
cord-032684-muh5rwla	262	3	this	this	DT
cord-032684-muh5rwla	262	4	,	,	,
cord-032684-muh5rwla	262	5	CNN	CNN	NNP
cord-032684-muh5rwla	262	6	is	be	VBZ
cord-032684-muh5rwla	262	7	experimented	experiment	VBN
cord-032684-muh5rwla	262	8	and	and	CC
cord-032684-muh5rwla	262	9	compared	compare	VBN
cord-032684-muh5rwla	262	10	with	with	IN
cord-032684-muh5rwla	262	11	the	the	DT
cord-032684-muh5rwla	262	12	proposed	propose	VBN
cord-032684-muh5rwla	262	13	model	model	NN
cord-032684-muh5rwla	262	14	.	.	.
cord-032684-muh5rwla	263	1	In	in	IN
cord-032684-muh5rwla	263	2	[	[	-LRB-
cord-032684-muh5rwla	263	3	30	30	CD
cord-032684-muh5rwla	263	4	]	]	-RRB-
cord-032684-muh5rwla	263	5	,	,	,
cord-032684-muh5rwla	263	6	the	the	DT
cord-032684-muh5rwla	263	7	authors	author	NNS
cord-032684-muh5rwla	263	8	used	use	VBD
cord-032684-muh5rwla	263	9	the	the	DT
cord-032684-muh5rwla	263	10	low	low	JJ
cord-032684-muh5rwla	263	11	-	-	HYPH
cord-032684-muh5rwla	263	12	level	level	NN
cord-032684-muh5rwla	263	13	lexical	lexical	JJ
cord-032684-muh5rwla	263	14	and	and	CC
cord-032684-muh5rwla	263	15	syntactical	syntactical	JJ
cord-032684-muh5rwla	263	16	features	feature	NNS
cord-032684-muh5rwla	263	17	for	for	IN
cord-032684-muh5rwla	263	18	identifying	identify	VBG
cord-032684-muh5rwla	263	19	the	the	DT
cord-032684-muh5rwla	263	20	situational	situational	JJ
cord-032684-muh5rwla	263	21	information	information	NN
cord-032684-muh5rwla	263	22	during	during	IN
cord-032684-muh5rwla	263	23	a	a	DT
cord-032684-muh5rwla	263	24	disaster	disaster	NN
cord-032684-muh5rwla	263	25	.	.	.
cord-032684-muh5rwla	264	1	The	the	DT
cord-032684-muh5rwla	264	2	proposed	propose	VBN
cord-032684-muh5rwla	264	3	CKS	CKS	NNP
cord-032684-muh5rwla	264	4	model	model	NN
cord-032684-muh5rwla	264	5	achieves	achieve	VBZ
cord-032684-muh5rwla	264	6	the	the	DT
cord-032684-muh5rwla	264	7	best	good	JJS
cord-032684-muh5rwla	264	8	accuracy	accuracy	NN
cord-032684-muh5rwla	264	9	compared	compare	VBN
cord-032684-muh5rwla	264	10	to	to	IN
cord-032684-muh5rwla	264	11	existing	exist	VBG
cord-032684-muh5rwla	264	12	methods	method	NNS
cord-032684-muh5rwla	264	13	on	on	IN
cord-032684-muh5rwla	264	14	the	the	DT
cord-032684-muh5rwla	264	15	Nepal	Nepal	NNP
cord-032684-muh5rwla	264	16	and	and	CC
cord-032684-muh5rwla	264	17	Italy	Italy	NNP
cord-032684-muh5rwla	264	18	earthquake	earthquake	NN
cord-032684-muh5rwla	264	19	dataset	dataset	NN
cord-032684-muh5rwla	264	20	and	and	CC
cord-032684-muh5rwla	264	21	the	the	DT
cord-032684-muh5rwla	264	22	results	result	NNS
cord-032684-muh5rwla	264	23	are	be	VBP
cord-032684-muh5rwla	264	24	reported	report	VBN
cord-032684-muh5rwla	264	25	in	in	IN
cord-032684-muh5rwla	264	26	Table	Table	NNP
cord-032684-muh5rwla	264	27	12	12	CD
cord-032684-muh5rwla	264	28	.	.	.
cord-032684-muh5rwla	265	1	However	however	RB
cord-032684-muh5rwla	265	2	,	,	,
cord-032684-muh5rwla	265	3	the	the	DT
cord-032684-muh5rwla	265	4	proposed	propose	VBN
cord-032684-muh5rwla	265	5	model	model	NN
cord-032684-muh5rwla	265	6	outperforms	outperform	VBZ
cord-032684-muh5rwla	265	7	existing	exist	VBG
cord-032684-muh5rwla	265	8	methods	method	NNS
cord-032684-muh5rwla	265	9	on	on	IN
cord-032684-muh5rwla	265	10	both	both	CC
cord-032684-muh5rwla	265	11	Nepal	Nepal	NNP
cord-032684-muh5rwla	265	12	and	and	CC
cord-032684-muh5rwla	265	13	Italy	Italy	NNP
cord-032684-muh5rwla	265	14	earthquake	earthquake	NN
cord-032684-muh5rwla	265	15	datasets	dataset	NNS
cord-032684-muh5rwla	265	16	for	for	IN
cord-032684-muh5rwla	265	17	identifying	identify	VBG
cord-032684-muh5rwla	265	18	the	the	DT
cord-032684-muh5rwla	265	19	NAR	NAR	NNP
cord-032684-muh5rwla	265	20	tweets	tweet	NNS
cord-032684-muh5rwla	265	21	.	.	.
cord-032684-muh5rwla	266	1	Better	well	JJR
cord-032684-muh5rwla	266	2	accuracy	accuracy	NN
cord-032684-muh5rwla	266	3	is	be	VBZ
cord-032684-muh5rwla	266	4	achieved	achieve	VBN
cord-032684-muh5rwla	266	5	for	for	IN
cord-032684-muh5rwla	266	6	the	the	DT
cord-032684-muh5rwla	266	7	proposed	propose	VBN
cord-032684-muh5rwla	266	8	model	model	NN
cord-032684-muh5rwla	266	9	when	when	WRB
cord-032684-muh5rwla	266	10	compared	compare	VBN
cord-032684-muh5rwla	266	11	to	to	IN
cord-032684-muh5rwla	266	12	the	the	DT
cord-032684-muh5rwla	266	13	existing	exist	VBG
cord-032684-muh5rwla	266	14	method	method	NN
cord-032684-muh5rwla	266	15	due	due	IN
cord-032684-muh5rwla	266	16	to	to	IN
cord-032684-muh5rwla	266	17	the	the	DT
cord-032684-muh5rwla	266	18	use	use	NN
cord-032684-muh5rwla	266	19	of	of	IN
cord-032684-muh5rwla	266	20	informative	informative	JJ
cord-032684-muh5rwla	266	21	features	feature	NNS
cord-032684-muh5rwla	266	22	and	and	CC
cord-032684-muh5rwla	266	23	traditional	traditional	JJ
cord-032684-muh5rwla	266	24	classifiers	classifier	NNS
cord-032684-muh5rwla	266	25	,	,	,
cord-032684-muh5rwla	266	26	which	which	WDT
cord-032684-muh5rwla	266	27	enhanced	enhance	VBD
cord-032684-muh5rwla	266	28	the	the	DT
cord-032684-muh5rwla	266	29	diversity	diversity	NN
cord-032684-muh5rwla	266	30	of	of	IN
cord-032684-muh5rwla	266	31	the	the	DT
cord-032684-muh5rwla	266	32	model	model	NN
cord-032684-muh5rwla	266	33	for	for	IN
cord-032684-muh5rwla	266	34	identifying	identify	VBG
cord-032684-muh5rwla	266	35	the	the	DT
cord-032684-muh5rwla	266	36	NAR	NAR	NNP
cord-032684-muh5rwla	266	37	tweets	tweet	NNS
cord-032684-muh5rwla	266	38	.	.	.
cord-032684-muh5rwla	267	1	In	in	IN
cord-032684-muh5rwla	267	2	general	general	JJ
cord-032684-muh5rwla	267	3	,	,	,
cord-032684-muh5rwla	267	4	stacking	stacking	NN
cord-032684-muh5rwla	267	5	models	model	NNS
cord-032684-muh5rwla	267	6	give	give	VBP
cord-032684-muh5rwla	267	7	better	well	JJR
cord-032684-muh5rwla	267	8	accuracy	accuracy	NN
cord-032684-muh5rwla	267	9	than	than	IN
cord-032684-muh5rwla	267	10	individual	individual	JJ
cord-032684-muh5rwla	267	11	models	model	NNS
cord-032684-muh5rwla	267	12	when	when	WRB
cord-032684-muh5rwla	267	13	the	the	DT
cord-032684-muh5rwla	267	14	models	model	NNS
cord-032684-muh5rwla	267	15	have	have	VBP
cord-032684-muh5rwla	267	16	diversity	diversity	NN
cord-032684-muh5rwla	267	17	.	.	.
cord-032684-muh5rwla	268	1	And	and	CC
cord-032684-muh5rwla	268	2	also	also	RB
cord-032684-muh5rwla	268	3	,	,	,
cord-032684-muh5rwla	268	4	it	-PRON-	PRP
cord-032684-muh5rwla	268	5	is	be	VBZ
cord-032684-muh5rwla	268	6	observed	observe	VBN
cord-032684-muh5rwla	268	7	that	that	IN
cord-032684-muh5rwla	268	8	from	from	IN
cord-032684-muh5rwla	268	9	Table	Table	NNP
cord-032684-muh5rwla	268	10	12	12	CD
cord-032684-muh5rwla	268	11	,	,	,
cord-032684-muh5rwla	268	12	for	for	IN
cord-032684-muh5rwla	268	13	Italy	Italy	NNP
cord-032684-muh5rwla	268	14	earthquake	earthquake	NN
cord-032684-muh5rwla	268	15	dataset	dataset	NN
cord-032684-muh5rwla	268	16	has	have	VBZ
cord-032684-muh5rwla	268	17	a	a	DT
cord-032684-muh5rwla	268	18	huge	huge	JJ
cord-032684-muh5rwla	268	19	impact	impact	NN
cord-032684-muh5rwla	268	20	on	on	IN
cord-032684-muh5rwla	268	21	the	the	DT
cord-032684-muh5rwla	268	22	proposed	propose	VBN
cord-032684-muh5rwla	268	23	method	method	NN
cord-032684-muh5rwla	268	24	compared	compare	VBN
cord-032684-muh5rwla	268	25	to	to	IN
cord-032684-muh5rwla	268	26	the	the	DT
cord-032684-muh5rwla	268	27	Nepal	Nepal	NNP
cord-032684-muh5rwla	268	28	earthquake	earthquake	NN
cord-032684-muh5rwla	268	29	dataset	dataset	NN
cord-032684-muh5rwla	268	30	due	due	IN
cord-032684-muh5rwla	268	31	to	to	IN
cord-032684-muh5rwla	268	32	the	the	DT
cord-032684-muh5rwla	268	33	small	small	JJ
cord-032684-muh5rwla	268	34	dataset	dataset	NN
cord-032684-muh5rwla	268	35	.	.	.
cord-032684-muh5rwla	269	1	In	in	IN
cord-032684-muh5rwla	269	2	case	case	NN
cord-032684-muh5rwla	269	3	of	of	IN
cord-032684-muh5rwla	269	4	the	the	DT
cord-032684-muh5rwla	269	5	execution	execution	NN
cord-032684-muh5rwla	269	6	time	time	NN
cord-032684-muh5rwla	269	7	,	,	,
cord-032684-muh5rwla	269	8	Rudra	Rudra	NNP
cord-032684-muh5rwla	269	9	model	model	NN
cord-032684-muh5rwla	269	10	[	[	-LRB-
cord-032684-muh5rwla	269	11	30	30	CD
cord-032684-muh5rwla	269	12	]	]	-RRB-
cord-032684-muh5rwla	269	13	runs	run	NNS
cord-032684-muh5rwla	269	14	very	very	RB
cord-032684-muh5rwla	269	15	fastly	fastly	RB
cord-032684-muh5rwla	269	16	and	and	CC
cord-032684-muh5rwla	269	17	BoW	bow	NN
cord-032684-muh5rwla	269	18	model	model	NN
cord-032684-muh5rwla	269	19	[	[	-LRB-
cord-032684-muh5rwla	269	20	9	9	CD
cord-032684-muh5rwla	269	21	]	]	-RRB-
cord-032684-muh5rwla	269	22	runs	run	VBZ
cord-032684-muh5rwla	269	23	very	very	RB
cord-032684-muh5rwla	269	24	slowly	slowly	RB
cord-032684-muh5rwla	269	25	compared	compare	VBN
cord-032684-muh5rwla	269	26	to	to	IN
cord-032684-muh5rwla	269	27	other	other	JJ
cord-032684-muh5rwla	269	28	models	model	NNS
cord-032684-muh5rwla	269	29	.	.	.
cord-032684-muh5rwla	270	1	However	however	RB
cord-032684-muh5rwla	270	2	,	,	,
cord-032684-muh5rwla	270	3	it	-PRON-	PRP
cord-032684-muh5rwla	270	4	does	do	VBZ
cord-032684-muh5rwla	270	5	not	not	RB
cord-032684-muh5rwla	270	6	give	give	VB
cord-032684-muh5rwla	270	7	the	the	DT
cord-032684-muh5rwla	270	8	best	good	JJS
cord-032684-muh5rwla	270	9	result	result	NN
cord-032684-muh5rwla	270	10	for	for	IN
cord-032684-muh5rwla	270	11	detecting	detect	VBG
cord-032684-muh5rwla	270	12	the	the	DT
cord-032684-muh5rwla	270	13	NAR	NAR	NNP
cord-032684-muh5rwla	270	14	tweets	tweet	NNS
cord-032684-muh5rwla	270	15	during	during	IN
cord-032684-muh5rwla	270	16	the	the	DT
cord-032684-muh5rwla	270	17	disaster	disaster	NN
cord-032684-muh5rwla	270	18	.	.	.
cord-032684-muh5rwla	270	19	 	 	_SP
cord-032684-muh5rwla	271	1	In	in	IN
cord-032684-muh5rwla	271	2	this	this	DT
cord-032684-muh5rwla	271	3	section	section	NN
cord-032684-muh5rwla	271	4	,	,	,
cord-032684-muh5rwla	271	5	we	-PRON-	PRP
cord-032684-muh5rwla	271	6	have	have	VBP
cord-032684-muh5rwla	271	7	investigated	investigate	VBN
cord-032684-muh5rwla	271	8	the	the	DT
cord-032684-muh5rwla	271	9	statistical	statistical	JJ
cord-032684-muh5rwla	271	10	significance	significance	NN
cord-032684-muh5rwla	271	11	of	of	IN
cord-032684-muh5rwla	271	12	the	the	DT
cord-032684-muh5rwla	271	13	different	different	JJ
cord-032684-muh5rwla	271	14	classification	classification	NN
cord-032684-muh5rwla	271	15	models	model	NNS
cord-032684-muh5rwla	271	16	.	.	.
cord-032684-muh5rwla	272	1	The	the	DT
cord-032684-muh5rwla	272	2	authors	author	NNS
cord-032684-muh5rwla	272	3	in	in	IN
cord-032684-muh5rwla	272	4	[	[	-LRB-
cord-032684-muh5rwla	272	5	5	5	CD
cord-032684-muh5rwla	272	6	]	]	-RRB-
cord-032684-muh5rwla	272	7	suggest	suggest	VBP
cord-032684-muh5rwla	272	8	that	that	IN
cord-032684-muh5rwla	272	9	the	the	DT
cord-032684-muh5rwla	272	10	use	use	NN
cord-032684-muh5rwla	272	11	of	of	IN
cord-032684-muh5rwla	272	12	the	the	DT
cord-032684-muh5rwla	272	13	MCNemar	MCNemar	NNP
cord-032684-muh5rwla	272	14	statistical	statistical	JJ
cord-032684-muh5rwla	272	15	test	test	NN
cord-032684-muh5rwla	272	16	for	for	IN
cord-032684-muh5rwla	272	17	the	the	DT
cord-032684-muh5rwla	272	18	deep	deep	JJ
cord-032684-muh5rwla	272	19	learning	learning	NN
cord-032684-muh5rwla	272	20	models	model	NNS
cord-032684-muh5rwla	272	21	.	.	.
cord-032684-muh5rwla	273	1	Therefore	therefore	RB
cord-032684-muh5rwla	273	2	,	,	,
cord-032684-muh5rwla	273	3	we	-PRON-	PRP
cord-032684-muh5rwla	273	4	have	have	VBP
cord-032684-muh5rwla	273	5	used	use	VBN
cord-032684-muh5rwla	273	6	the	the	DT
cord-032684-muh5rwla	273	7	MCNemar	MCNemar	NNP
cord-032684-muh5rwla	273	8	statistical	statistical	JJ
cord-032684-muh5rwla	273	9	methods	method	NNS
cord-032684-muh5rwla	273	10	[	[	-LRB-
cord-032684-muh5rwla	273	11	5	5	CD
cord-032684-muh5rwla	273	12	]	]	-RRB-
cord-032684-muh5rwla	273	13	to	to	TO
cord-032684-muh5rwla	273	14	study	study	VB
cord-032684-muh5rwla	273	15	the	the	DT
cord-032684-muh5rwla	273	16	efficacy	efficacy	NN
cord-032684-muh5rwla	273	17	of	of	IN
cord-032684-muh5rwla	273	18	statistical	statistical	JJ
cord-032684-muh5rwla	273	19	significance	significance	NN
cord-032684-muh5rwla	273	20	for	for	IN
cord-032684-muh5rwla	273	21	classification	classification	NN
cord-032684-muh5rwla	273	22	methods	method	NNS
cord-032684-muh5rwla	273	23	.	.	.
cord-032684-muh5rwla	274	1	The	the	DT
cord-032684-muh5rwla	274	2	contingency	contingency	NN
cord-032684-muh5rwla	274	3	table	table	NN
cord-032684-muh5rwla	274	4	of	of	IN
cord-032684-muh5rwla	274	5	the	the	DT
cord-032684-muh5rwla	274	6	MCNemar	MCNemar	NNP
cord-032684-muh5rwla	274	7	test	test	NN
cord-032684-muh5rwla	274	8	is	be	VBZ
cord-032684-muh5rwla	274	9	shown	show	VBN
cord-032684-muh5rwla	274	10	in	in	IN
cord-032684-muh5rwla	274	11	Table	Table	NNP
cord-032684-muh5rwla	274	12	13	13	CD
cord-032684-muh5rwla	274	13	.	.	.
cord-032684-muh5rwla	275	1	Here	here	RB
cord-032684-muh5rwla	275	2	'	'	``
cord-032684-muh5rwla	275	3	N	n	NN
cord-032684-muh5rwla	275	4	01	01	CD
cord-032684-muh5rwla	275	5	'	'	''
cord-032684-muh5rwla	275	6	represents	represent	VBZ
cord-032684-muh5rwla	275	7	the	the	DT
cord-032684-muh5rwla	275	8	number	number	NN
cord-032684-muh5rwla	275	9	of	of	IN
cord-032684-muh5rwla	275	10	tweets	tweet	NNS
cord-032684-muh5rwla	275	11	corrected	correct	VBN
cord-032684-muh5rwla	275	12	detected	detect	VBN
cord-032684-muh5rwla	275	13	by	by	IN
cord-032684-muh5rwla	275	14	Model	Model	NNP
cord-032684-muh5rwla	275	15	A	A	NNP
cord-032684-muh5rwla	275	16	and	and	CC
cord-032684-muh5rwla	275	17	Model	Model	NNP
cord-032684-muh5rwla	275	18	B.	B.	NNP
cord-032684-muh5rwla	275	19	'	'	''
cord-032684-muh5rwla	276	1	N	N	NNP
cord-032684-muh5rwla	276	2	02	02	CD
cord-032684-muh5rwla	276	3	'	'	''
cord-032684-muh5rwla	276	4	represents	represent	VBZ
cord-032684-muh5rwla	276	5	the	the	DT
cord-032684-muh5rwla	276	6	number	number	NN
cord-032684-muh5rwla	276	7	of	of	IN
cord-032684-muh5rwla	276	8	tweets	tweet	NNS
cord-032684-muh5rwla	276	9	corrected	correct	VBN
cord-032684-muh5rwla	276	10	detected	detect	VBN
cord-032684-muh5rwla	276	11	by	by	IN
cord-032684-muh5rwla	276	12	Model	Model	NNP
cord-032684-muh5rwla	276	13	B	B	NNP
cord-032684-muh5rwla	276	14	and	and	CC
cord-032684-muh5rwla	276	15	wrongly	wrongly	RB
cord-032684-muh5rwla	276	16	detected	detect	VBN
cord-032684-muh5rwla	276	17	by	by	IN
cord-032684-muh5rwla	276	18	Model	Model	NNP
cord-032684-muh5rwla	276	19	A.	A.	NNP
cord-032684-muh5rwla	276	20	'	'	CC
cord-032684-muh5rwla	276	21	N	n	CD
cord-032684-muh5rwla	276	22	11	11	CD
cord-032684-muh5rwla	276	23	'	'	''
cord-032684-muh5rwla	277	1	represents	represent	VBZ
cord-032684-muh5rwla	278	1	the	the	DT
cord-032684-muh5rwla	278	2	number	number	NN
cord-032684-muh5rwla	278	3	of	of	IN
cord-032684-muh5rwla	278	4	tweets	tweet	NNS
cord-032684-muh5rwla	278	5	corrected	correct	VBN
cord-032684-muh5rwla	278	6	detected	detect	VBN
cord-032684-muh5rwla	278	7	by	by	IN
cord-032684-muh5rwla	278	8	Model	Model	NNP
cord-032684-muh5rwla	278	9	A	A	NNP
cord-032684-muh5rwla	278	10	and	and	CC
cord-032684-muh5rwla	278	11	wrongly	wrongly	RB
cord-032684-muh5rwla	278	12	detected	detect	VBN
cord-032684-muh5rwla	278	13	by	by	IN
cord-032684-muh5rwla	278	14	Model	Model	NNP
cord-032684-muh5rwla	278	15	B.	B.	NNP
cord-032684-muh5rwla	278	16	'	'	CC
cord-032684-muh5rwla	278	17	N	N	NNP
cord-032684-muh5rwla	278	18	12	12	CD
cord-032684-muh5rwla	278	19	'	'	''
cord-032684-muh5rwla	278	20	represents	represent	VBZ
cord-032684-muh5rwla	278	21	the	the	DT
cord-032684-muh5rwla	278	22	number	number	NN
cord-032684-muh5rwla	278	23	of	of	IN
cord-032684-muh5rwla	278	24	tweets	tweet	NNS
cord-032684-muh5rwla	278	25	wrongly	wrongly	RB
cord-032684-muh5rwla	278	26	detected	detect	VBN
cord-032684-muh5rwla	278	27	by	by	IN
cord-032684-muh5rwla	278	28	Model	Model	NNP
cord-032684-muh5rwla	278	29	A	A	NNP
cord-032684-muh5rwla	278	30	and	and	CC
cord-032684-muh5rwla	278	31	Model	Model	NNP
cord-032684-muh5rwla	278	32	B	B	NNP
cord-032684-muh5rwla	279	1	The	the	DT
cord-032684-muh5rwla	279	2	chi	chi	NNP
cord-032684-muh5rwla	279	3	-	-	HYPH
cord-032684-muh5rwla	279	4	squared	squared	JJ
cord-032684-muh5rwla	279	5	(	(	-LRB-
cord-032684-muh5rwla	279	6	χ	χ	CD
cord-032684-muh5rwla	279	7	2	2	LS
cord-032684-muh5rwla	279	8	)	)	-RRB-
cord-032684-muh5rwla	279	9	can	can	MD
cord-032684-muh5rwla	279	10	be	be	VB
cord-032684-muh5rwla	279	11	defined	define	VBN
cord-032684-muh5rwla	279	12	as	as	IN
cord-032684-muh5rwla	279	13	follows	follow	VBZ
cord-032684-muh5rwla	279	14	:	:	:
cord-032684-muh5rwla	280	1	The	the	DT
cord-032684-muh5rwla	280	2	hypothesis	hypothesis	NN
cord-032684-muh5rwla	280	3	is	be	VBZ
cord-032684-muh5rwla	280	4	:	:	:
cord-032684-muh5rwla	280	5	1	1	CD
cord-032684-muh5rwla	280	6	.	.	.
cord-032684-muh5rwla	281	1	Null	null	JJ
cord-032684-muh5rwla	281	2	hypothesis	hypothesis	NN
cord-032684-muh5rwla	281	3	(	(	-LRB-
cord-032684-muh5rwla	281	4	N0	N0	NNP
cord-032684-muh5rwla	281	5	)	)	-RRB-
cord-032684-muh5rwla	281	6	:	:	:
cord-032684-muh5rwla	282	1	There	there	EX
cord-032684-muh5rwla	282	2	exists	exist	VBZ
cord-032684-muh5rwla	282	3	no	no	DT
cord-032684-muh5rwla	282	4	significant	significant	JJ
cord-032684-muh5rwla	282	5	difference	difference	NN
cord-032684-muh5rwla	282	6	between	between	IN
cord-032684-muh5rwla	282	7	the	the	DT
cord-032684-muh5rwla	282	8	performances	performance	NNS
cord-032684-muh5rwla	282	9	of	of	IN
cord-032684-muh5rwla	282	10	the	the	DT
cord-032684-muh5rwla	282	11	classifier	classifier	NN
cord-032684-muh5rwla	282	12	model	model	NN
cord-032684-muh5rwla	282	13	.	.	.
cord-032684-muh5rwla	283	1	2	2	LS
cord-032684-muh5rwla	283	2	.	.	.
cord-032684-muh5rwla	284	1	Alternate	alternate	JJ
cord-032684-muh5rwla	284	2	hypothesis	hypothesis	NN
cord-032684-muh5rwla	284	3	(	(	-LRB-
cord-032684-muh5rwla	284	4	N1	n1	NN
cord-032684-muh5rwla	284	5	)	)	-RRB-
cord-032684-muh5rwla	284	6	:	:	:
cord-032684-muh5rwla	285	1	It	-PRON-	PRP
cord-032684-muh5rwla	285	2	can	can	MD
cord-032684-muh5rwla	285	3	be	be	VB
cord-032684-muh5rwla	285	4	defined	define	VBN
cord-032684-muh5rwla	285	5	as	as	IN
cord-032684-muh5rwla	285	6	the	the	DT
cord-032684-muh5rwla	285	7	existence	existence	NN
cord-032684-muh5rwla	285	8	of	of	IN
cord-032684-muh5rwla	285	9	a	a	DT
cord-032684-muh5rwla	285	10	significant	significant	JJ
cord-032684-muh5rwla	285	11	difference	difference	NN
cord-032684-muh5rwla	285	12	between	between	IN
cord-032684-muh5rwla	285	13	the	the	DT
cord-032684-muh5rwla	285	14	performances	performance	NNS
cord-032684-muh5rwla	285	15	of	of	IN
cord-032684-muh5rwla	285	16	the	the	DT
cord-032684-muh5rwla	285	17	classifier	classifier	NN
cord-032684-muh5rwla	285	18	model	model	NN
cord-032684-muh5rwla	285	19	.	.	.
cord-032684-muh5rwla	286	1	If	if	IN
cord-032684-muh5rwla	286	2	N0	N0	NNP
cord-032684-muh5rwla	286	3	is	be	VBZ
cord-032684-muh5rwla	286	4	accepted	accept	VBN
cord-032684-muh5rwla	286	5	,	,	,
cord-032684-muh5rwla	286	6	then	then	RB
cord-032684-muh5rwla	286	7	the	the	DT
cord-032684-muh5rwla	286	8	probability	probability	NN
cord-032684-muh5rwla	286	9	(	(	-LRB-
cord-032684-muh5rwla	286	10	p	p	NN
cord-032684-muh5rwla	286	11	)	)	-RRB-
cord-032684-muh5rwla	286	12	value	value	NN
cord-032684-muh5rwla	286	13	is	be	VBZ
cord-032684-muh5rwla	286	14	greater	great	JJR
cord-032684-muh5rwla	286	15	than	than	IN
cord-032684-muh5rwla	286	16	0.05	0.05	CD
cord-032684-muh5rwla	286	17	.	.	.
cord-032684-muh5rwla	287	1	If	if	IN
cord-032684-muh5rwla	287	2	N1	N1	NNP
cord-032684-muh5rwla	287	3	is	be	VBZ
cord-032684-muh5rwla	287	4	accepted	accept	VBN
cord-032684-muh5rwla	287	5	,	,	,
cord-032684-muh5rwla	287	6	then	then	RB
cord-032684-muh5rwla	287	7	the	the	DT
cord-032684-muh5rwla	287	8	probability	probability	NN
cord-032684-muh5rwla	287	9	(	(	-LRB-
cord-032684-muh5rwla	287	10	p	p	NN
cord-032684-muh5rwla	287	11	)	)	-RRB-
cord-032684-muh5rwla	287	12	value	value	NN
cord-032684-muh5rwla	287	13	is	be	VBZ
cord-032684-muh5rwla	287	14	less	less	JJR
cord-032684-muh5rwla	287	15	than	than	IN
cord-032684-muh5rwla	287	16	0.05	0.05	CD
cord-032684-muh5rwla	287	17	.	.	.
cord-032684-muh5rwla	288	1	Tables	table	NNS
cord-032684-muh5rwla	288	2	14	14	CD
cord-032684-muh5rwla	288	3	and	and	CC
cord-032684-muh5rwla	288	4	15	15	CD
cord-032684-muh5rwla	288	5	show	show	VBP
cord-032684-muh5rwla	288	6	the	the	DT
cord-032684-muh5rwla	288	7	results	result	NNS
cord-032684-muh5rwla	288	8	of	of	IN
cord-032684-muh5rwla	288	9	the	the	DT
cord-032684-muh5rwla	288	10	MCNemar	MCNemar	NNP
cord-032684-muh5rwla	288	11	statistical	statistical	JJ
cord-032684-muh5rwla	288	12	test	test	NN
cord-032684-muh5rwla	288	13	of	of	IN
cord-032684-muh5rwla	288	14	the	the	DT
cord-032684-muh5rwla	288	15	performance	performance	NN
cord-032684-muh5rwla	288	16	of	of	IN
cord-032684-muh5rwla	288	17	the	the	DT
cord-032684-muh5rwla	288	18	various	various	JJ
cord-032684-muh5rwla	288	19	proposed	propose	VBN
cord-032684-muh5rwla	288	20	methods	method	NNS
cord-032684-muh5rwla	288	21	and	and	CC
cord-032684-muh5rwla	288	22	the	the	DT
cord-032684-muh5rwla	288	23	comparison	comparison	NN
cord-032684-muh5rwla	288	24	with	with	IN
cord-032684-muh5rwla	288	25	the	the	DT
cord-032684-muh5rwla	288	26	existing	exist	VBG
cord-032684-muh5rwla	288	27	methods	method	NNS
cord-032684-muh5rwla	288	28	.	.	.
cord-032684-muh5rwla	289	1	In	in	IN
cord-032684-muh5rwla	289	2	tables	table	NNS
cord-032684-muh5rwla	289	3	,	,	,
cord-032684-muh5rwla	289	4	the	the	DT
cord-032684-muh5rwla	289	5	'	'	``
cord-032684-muh5rwla	289	6	↑↑	↑↑	NN
cord-032684-muh5rwla	289	7	'	'	''
cord-032684-muh5rwla	289	8	indicates	indicate	VBZ
cord-032684-muh5rwla	289	9	that	that	IN
cord-032684-muh5rwla	289	10	the	the	DT
cord-032684-muh5rwla	289	11	strong	strong	JJ
cord-032684-muh5rwla	289	12	evidence	evidence	NN
cord-032684-muh5rwla	289	13	of	of	IN
cord-032684-muh5rwla	289	14	the	the	DT
cord-032684-muh5rwla	289	15	proposed	propose	VBN
cord-032684-muh5rwla	289	16	method	method	NN
cord-032684-muh5rwla	289	17	is	be	VBZ
cord-032684-muh5rwla	289	18	statistically	statistically	RB
cord-032684-muh5rwla	289	19	significant	significant	JJ
cord-032684-muh5rwla	289	20	compared	compare	VBN
cord-032684-muh5rwla	289	21	to	to	IN
cord-032684-muh5rwla	289	22	the	the	DT
cord-032684-muh5rwla	289	23	other	other	JJ
cord-032684-muh5rwla	289	24	method	method	NN
cord-032684-muh5rwla	289	25	and	and	CC
cord-032684-muh5rwla	289	26	that	that	IN
cord-032684-muh5rwla	289	27	the	the	DT
cord-032684-muh5rwla	289	28	probability	probability	NN
cord-032684-muh5rwla	289	29	value	value	NN
cord-032684-muh5rwla	289	30	is	be	VBZ
cord-032684-muh5rwla	289	31	less	less	JJR
cord-032684-muh5rwla	289	32	than	than	IN
cord-032684-muh5rwla	289	33	0.01	0.01	CD
cord-032684-muh5rwla	289	34	(	(	-LRB-
cord-032684-muh5rwla	289	35	p<0.01	p<0.01	NNP
cord-032684-muh5rwla	289	36	)	)	-RRB-
cord-032684-muh5rwla	289	37	.	.	.
cord-032684-muh5rwla	290	1	It	-PRON-	PRP
cord-032684-muh5rwla	290	2	represents	represent	VBZ
cord-032684-muh5rwla	290	3	the	the	DT
cord-032684-muh5rwla	290	4	confidence	confidence	NN
cord-032684-muh5rwla	290	5	level	level	NN
cord-032684-muh5rwla	290	6	of	of	IN
cord-032684-muh5rwla	290	7	99.99	99.99	CD
cord-032684-muh5rwla	290	8	%	%	NN
cord-032684-muh5rwla	290	9	of	of	IN
cord-032684-muh5rwla	290	10	the	the	DT
cord-032684-muh5rwla	290	11	proposed	propose	VBN
cord-032684-muh5rwla	290	12	method	method	NN
cord-032684-muh5rwla	290	13	.	.	.
cord-032684-muh5rwla	290	14	'	'	''
cord-032684-muh5rwla	291	1	↑	↑	NNP
cord-032684-muh5rwla	291	2	'	'	''
cord-032684-muh5rwla	291	3	indicates	indicate	VBZ
cord-032684-muh5rwla	291	4	that	that	IN
cord-032684-muh5rwla	291	5	the	the	DT
cord-032684-muh5rwla	291	6	weak	weak	JJ
cord-032684-muh5rwla	291	7	evidence	evidence	NN
cord-032684-muh5rwla	291	8	of	of	IN
cord-032684-muh5rwla	291	9	the	the	DT
cord-032684-muh5rwla	291	10	proposed	propose	VBN
cord-032684-muh5rwla	291	11	method	method	NN
cord-032684-muh5rwla	291	12	is	be	VBZ
cord-032684-muh5rwla	291	13	statistically	statistically	RB
cord-032684-muh5rwla	291	14	significant	significant	JJ
cord-032684-muh5rwla	291	15	compared	compare	VBN
cord-032684-muh5rwla	291	16	to	to	IN
cord-032684-muh5rwla	291	17	the	the	DT
cord-032684-muh5rwla	291	18	other	other	JJ
cord-032684-muh5rwla	291	19	method	method	NN
cord-032684-muh5rwla	291	20	and	and	CC
cord-032684-muh5rwla	291	21	the	the	DT
cord-032684-muh5rwla	291	22	probability	probability	NN
cord-032684-muh5rwla	291	23	value	value	NN
cord-032684-muh5rwla	291	24	is	be	VBZ
cord-032684-muh5rwla	291	25	between	between	IN
cord-032684-muh5rwla	291	26	0.01	0.01	CD
cord-032684-muh5rwla	291	27	and	and	CC
cord-032684-muh5rwla	291	28	0.05	0.05	CD
cord-032684-muh5rwla	291	29	(	(	-LRB-
cord-032684-muh5rwla	291	30	0.01	0.01	CD
cord-032684-muh5rwla	291	31	<	<	XX
cord-032684-muh5rwla	291	32	p<0.05	p<0.05	CD
cord-032684-muh5rwla	291	33	)	)	-RRB-
cord-032684-muh5rwla	291	34	.	.	.
cord-032684-muh5rwla	291	35	'	'	''
cord-032684-muh5rwla	292	1	∼	∼	NNP
cord-032684-muh5rwla	292	2	'	'	POS
cord-032684-muh5rwla	292	3	indicates	indicate	VBZ
cord-032684-muh5rwla	292	4	that	that	IN
cord-032684-muh5rwla	292	5	there	there	EX
cord-032684-muh5rwla	292	6	is	be	VBZ
cord-032684-muh5rwla	292	7	no	no	DT
cord-032684-muh5rwla	292	8	statistical	statistical	JJ
cord-032684-muh5rwla	292	9	significance	significance	NN
cord-032684-muh5rwla	292	10	between	between	IN
cord-032684-muh5rwla	292	11	the	the	DT
cord-032684-muh5rwla	292	12	two	two	CD
cord-032684-muh5rwla	292	13	methods	method	NNS
cord-032684-muh5rwla	292	14	of	of	IN
cord-032684-muh5rwla	292	15	the	the	DT
cord-032684-muh5rwla	292	16	same	same	JJ
cord-032684-muh5rwla	292	17	classification	classification	NN
cord-032684-muh5rwla	292	18	performance	performance	NN
cord-032684-muh5rwla	292	19	.	.	.
cord-032684-muh5rwla	293	1	Subsequently	subsequently	RB
cord-032684-muh5rwla	293	2	,	,	,
cord-032684-muh5rwla	293	3	the	the	DT
cord-032684-muh5rwla	293	4	methods	method	NNS
cord-032684-muh5rwla	293	5	in	in	IN
cord-032684-muh5rwla	293	6	the	the	DT
cord-032684-muh5rwla	293	7	first	first	JJ
cord-032684-muh5rwla	293	8	column	column	NN
cord-032684-muh5rwla	293	9	of	of	IN
cord-032684-muh5rwla	293	10	the	the	DT
cord-032684-muh5rwla	293	11	Tables	Tables	NNPS
cord-032684-muh5rwla	293	12	14	14	CD
cord-032684-muh5rwla	293	13	and	and	CC
cord-032684-muh5rwla	293	14	15	15	CD
cord-032684-muh5rwla	293	15	are	be	VBP
cord-032684-muh5rwla	293	16	statistically	statistically	RB
cord-032684-muh5rwla	293	17	significant	significant	JJ
cord-032684-muh5rwla	293	18	compared	compare	VBN
cord-032684-muh5rwla	293	19	to	to	IN
cord-032684-muh5rwla	293	20	the	the	DT
cord-032684-muh5rwla	293	21	other	other	JJ
cord-032684-muh5rwla	293	22	methods	method	NNS
cord-032684-muh5rwla	293	23	in	in	IN
cord-032684-muh5rwla	293	24	the	the	DT
cord-032684-muh5rwla	293	25	row	row	NN
cord-032684-muh5rwla	293	26	.	.	.
cord-032684-muh5rwla	294	1	From	from	IN
cord-032684-muh5rwla	294	2	Table	Table	NNP
cord-032684-muh5rwla	294	3	14	14	CD
cord-032684-muh5rwla	294	4	,	,	,
cord-032684-muh5rwla	294	5	we	-PRON-	PRP
cord-032684-muh5rwla	294	6	can	can	MD
cord-032684-muh5rwla	294	7	describe	describe	VB
cord-032684-muh5rwla	294	8	it	-PRON-	PRP
cord-032684-muh5rwla	294	9	in	in	IN
cord-032684-muh5rwla	294	10	the	the	DT
cord-032684-muh5rwla	294	11	following	follow	VBG
cord-032684-muh5rwla	294	12	ways	way	NNS
cord-032684-muh5rwla	294	13	:	:	:
cord-032684-muh5rwla	294	14	1	1	CD
cord-032684-muh5rwla	294	15	.	.	.
cord-032684-muh5rwla	295	1	There	there	EX
cord-032684-muh5rwla	295	2	is	be	VBZ
cord-032684-muh5rwla	295	3	strong	strong	JJ
cord-032684-muh5rwla	295	4	evidence	evidence	NN
cord-032684-muh5rwla	295	5	that	that	IN
cord-032684-muh5rwla	295	6	the	the	DT
cord-032684-muh5rwla	295	7	CSS	css	NN
cord-032684-muh5rwla	295	8	is	be	VBZ
cord-032684-muh5rwla	295	9	statistically	statistically	RB
cord-032684-muh5rwla	295	10	significant	significant	JJ
cord-032684-muh5rwla	295	11	compared	compare	VBN
cord-032684-muh5rwla	295	12	to	to	IN
cord-032684-muh5rwla	295	13	other	other	JJ
cord-032684-muh5rwla	295	14	methods	method	NNS
cord-032684-muh5rwla	295	15	such	such	JJ
cord-032684-muh5rwla	295	16	as	as	IN
cord-032684-muh5rwla	295	17	CSD	CSD	NNP
cord-032684-muh5rwla	295	18	and	and	CC
cord-032684-muh5rwla	295	19	failed	fail	VBD
cord-032684-muh5rwla	295	20	to	to	TO
cord-032684-muh5rwla	295	21	reject	reject	VB
cord-032684-muh5rwla	295	22	the	the	DT
cord-032684-muh5rwla	295	23	N1	N1	NNP
cord-032684-muh5rwla	295	24	hypothesis	hypothesis	NN
cord-032684-muh5rwla	295	25	.	.	.
cord-032684-muh5rwla	296	1	It	-PRON-	PRP
cord-032684-muh5rwla	296	2	is	be	VBZ
cord-032684-muh5rwla	296	3	the	the	DT
cord-032684-muh5rwla	296	4	weak	weak	JJ
cord-032684-muh5rwla	296	5	evidence	evidence	NN
cord-032684-muh5rwla	296	6	that	that	IN
cord-032684-muh5rwla	296	7	the	the	DT
cord-032684-muh5rwla	296	8	CSS	css	NN
cord-032684-muh5rwla	296	9	is	be	VBZ
cord-032684-muh5rwla	296	10	statistically	statistically	RB
cord-032684-muh5rwla	296	11	significant	significant	JJ
cord-032684-muh5rwla	296	12	than	than	IN
cord-032684-muh5rwla	296	13	the	the	DT
cord-032684-muh5rwla	296	14	CSK	CSK	NNP
cord-032684-muh5rwla	296	15	and	and	CC
cord-032684-muh5rwla	296	16	was	be	VBD
cord-032684-muh5rwla	296	17	unable	unable	JJ
cord-032684-muh5rwla	296	18	to	to	TO
cord-032684-muh5rwla	296	19	accept	accept	VB
cord-032684-muh5rwla	296	20	the	the	DT
cord-032684-muh5rwla	296	21	N0	N0	NNP
cord-032684-muh5rwla	296	22	hypothesis	hypothesis	NN
cord-032684-muh5rwla	296	23	.	.	.
cord-032684-muh5rwla	297	1	There	there	EX
cord-032684-muh5rwla	297	2	is	be	VBZ
cord-032684-muh5rwla	297	3	no	no	DT
cord-032684-muh5rwla	297	4	significant	significant	JJ
cord-032684-muh5rwla	297	5	difference	difference	NN
cord-032684-muh5rwla	297	6	between	between	IN
cord-032684-muh5rwla	297	7	the	the	DT
cord-032684-muh5rwla	297	8	CSS	css	NN
cord-032684-muh5rwla	297	9	and	and	CC
cord-032684-muh5rwla	297	10	CSNB	CSNB	NNP
cord-032684-muh5rwla	297	11	,	,	,
cord-032684-muh5rwla	297	12	and	and	CC
cord-032684-muh5rwla	297	13	failed	fail	VBD
cord-032684-muh5rwla	297	14	to	to	TO
cord-032684-muh5rwla	297	15	reject	reject	VB
cord-032684-muh5rwla	297	16	the	the	DT
cord-032684-muh5rwla	297	17	N0	N0	NNP
cord-032684-muh5rwla	297	18	hypothesis	hypothesis	NN
cord-032684-muh5rwla	297	19	.	.	.
cord-032684-muh5rwla	298	1	2	2	LS
cord-032684-muh5rwla	298	2	.	.	.
cord-032684-muh5rwla	299	1	There	there	EX
cord-032684-muh5rwla	299	2	is	be	VBZ
cord-032684-muh5rwla	299	3	strong	strong	JJ
cord-032684-muh5rwla	299	4	evidence	evidence	NN
cord-032684-muh5rwla	299	5	that	that	IN
cord-032684-muh5rwla	299	6	the	the	DT
cord-032684-muh5rwla	299	7	CDK	CDK	NNP
cord-032684-muh5rwla	299	8	is	be	VBZ
cord-032684-muh5rwla	299	9	statistically	statistically	RB
cord-032684-muh5rwla	299	10	significant	significant	JJ
cord-032684-muh5rwla	299	11	as	as	IN
cord-032684-muh5rwla	299	12	the	the	DT
cord-032684-muh5rwla	299	13	CDD	CDD	NNP
cord-032684-muh5rwla	299	14	method	method	NN
cord-032684-muh5rwla	299	15	and	and	CC
cord-032684-muh5rwla	299	16	failed	fail	VBD
cord-032684-muh5rwla	299	17	to	to	TO
cord-032684-muh5rwla	299	18	reject	reject	VB
cord-032684-muh5rwla	299	19	the	the	DT
cord-032684-muh5rwla	299	20	N1	N1	NNP
cord-032684-muh5rwla	299	21	hypothesis	hypothesis	NN
cord-032684-muh5rwla	299	22	.	.	.
cord-032684-muh5rwla	300	1	It	-PRON-	PRP
cord-032684-muh5rwla	300	2	is	be	VBZ
cord-032684-muh5rwla	300	3	weak	weak	JJ
cord-032684-muh5rwla	300	4	evidence	evidence	NN
cord-032684-muh5rwla	300	5	that	that	IN
cord-032684-muh5rwla	300	6	the	the	DT
cord-032684-muh5rwla	300	7	CDK	CDK	NNP
cord-032684-muh5rwla	300	8	is	be	VBZ
cord-032684-muh5rwla	300	9	statistically	statistically	RB
cord-032684-muh5rwla	300	10	significant	significant	JJ
cord-032684-muh5rwla	300	11	than	than	IN
cord-032684-muh5rwla	300	12	the	the	DT
cord-032684-muh5rwla	300	13	CSK	CSK	NNP
cord-032684-muh5rwla	300	14	and	and	CC
cord-032684-muh5rwla	300	15	failed	fail	VBD
cord-032684-muh5rwla	300	16	to	to	TO
cord-032684-muh5rwla	300	17	accept	accept	VB
cord-032684-muh5rwla	300	18	the	the	DT
cord-032684-muh5rwla	300	19	N0	N0	NNP
cord-032684-muh5rwla	300	20	hypothesis	hypothesis	NN
cord-032684-muh5rwla	300	21	.	.	.
cord-032684-muh5rwla	301	1	However	however	RB
cord-032684-muh5rwla	301	2	,	,	,
cord-032684-muh5rwla	301	3	there	there	EX
cord-032684-muh5rwla	301	4	is	be	VBZ
cord-032684-muh5rwla	301	5	no	no	DT
cord-032684-muh5rwla	301	6	statistically	statistically	RB
cord-032684-muh5rwla	301	7	significant	significant	JJ
cord-032684-muh5rwla	301	8	difference	difference	NN
cord-032684-muh5rwla	301	9	between	between	IN
cord-032684-muh5rwla	301	10	the	the	DT
cord-032684-muh5rwla	301	11	CDK	CDK	NNP
cord-032684-muh5rwla	301	12	and	and	CC
cord-032684-muh5rwla	301	13	the	the	DT
cord-032684-muh5rwla	301	14	CDNB	CDNB	NNP
cord-032684-muh5rwla	301	15	,	,	,
cord-032684-muh5rwla	301	16	and	and	CC
cord-032684-muh5rwla	301	17	accept	accept	VB
cord-032684-muh5rwla	301	18	the	the	DT
cord-032684-muh5rwla	301	19	N0	N0	NNP
cord-032684-muh5rwla	301	20	hypothesis	hypothesis	NN
cord-032684-muh5rwla	301	21	.	.	.
cord-032684-muh5rwla	302	1	3	3	LS
cord-032684-muh5rwla	302	2	.	.	.
cord-032684-muh5rwla	303	1	There	there	EX
cord-032684-muh5rwla	303	2	is	be	VBZ
cord-032684-muh5rwla	303	3	no	no	DT
cord-032684-muh5rwla	303	4	statistically	statistically	RB
cord-032684-muh5rwla	303	5	significant	significant	JJ
cord-032684-muh5rwla	303	6	difference	difference	NN
cord-032684-muh5rwla	303	7	between	between	IN
cord-032684-muh5rwla	303	8	the	the	DT
cord-032684-muh5rwla	303	9	CNBNB	CNBNB	NNP
cord-032684-muh5rwla	303	10	and	and	CC
cord-032684-muh5rwla	303	11	CNBS	CNBS	NNP
cord-032684-muh5rwla	303	12	,	,	,
cord-032684-muh5rwla	303	13	and	and	CC
cord-032684-muh5rwla	303	14	accept	accept	VB
cord-032684-muh5rwla	303	15	the	the	DT
cord-032684-muh5rwla	303	16	N0	N0	NNP
cord-032684-muh5rwla	303	17	hypothesis	hypothesis	NN
cord-032684-muh5rwla	303	18	.	.	.
cord-032684-muh5rwla	304	1	But	but	CC
cord-032684-muh5rwla	304	2	there	there	EX
cord-032684-muh5rwla	304	3	is	be	VBZ
cord-032684-muh5rwla	304	4	strong	strong	JJ
cord-032684-muh5rwla	304	5	evidence	evidence	NN
cord-032684-muh5rwla	304	6	that	that	IN
cord-032684-muh5rwla	304	7	CNBNB	CNBNB	NNP
cord-032684-muh5rwla	304	8	is	be	VBZ
cord-032684-muh5rwla	304	9	statistically	statistically	RB
cord-032684-muh5rwla	304	10	significant	significant	JJ
cord-032684-muh5rwla	304	11	than	than	IN
cord-032684-muh5rwla	304	12	the	the	DT
cord-032684-muh5rwla	304	13	CNBK	CNBK	NNP
cord-032684-muh5rwla	304	14	and	and	CC
cord-032684-muh5rwla	304	15	CNBD	CNBD	NNP
cord-032684-muh5rwla	304	16	,	,	,
cord-032684-muh5rwla	304	17	and	and	CC
cord-032684-muh5rwla	304	18	failed	fail	VBD
cord-032684-muh5rwla	304	19	to	to	TO
cord-032684-muh5rwla	304	20	reject	reject	VB
cord-032684-muh5rwla	304	21	the	the	DT
cord-032684-muh5rwla	304	22	N1	N1	NNP
cord-032684-muh5rwla	304	23	hypothesis	hypothesis	NN
cord-032684-muh5rwla	304	24	.	.	.
cord-032684-muh5rwla	305	1	4	4	LS
cord-032684-muh5rwla	305	2	.	.	.
cord-032684-muh5rwla	306	1	It	-PRON-	PRP
cord-032684-muh5rwla	306	2	is	be	VBZ
cord-032684-muh5rwla	306	3	strong	strong	JJ
cord-032684-muh5rwla	306	4	evidence	evidence	NN
cord-032684-muh5rwla	306	5	that	that	IN
cord-032684-muh5rwla	306	6	the	the	DT
cord-032684-muh5rwla	306	7	CKS	CKS	NNP
cord-032684-muh5rwla	306	8	is	be	VBZ
cord-032684-muh5rwla	306	9	statistically	statistically	RB
cord-032684-muh5rwla	306	10	significant	significant	JJ
cord-032684-muh5rwla	306	11	than	than	IN
cord-032684-muh5rwla	306	12	the	the	DT
cord-032684-muh5rwla	306	13	other	other	JJ
cord-032684-muh5rwla	306	14	methods	method	NNS
cord-032684-muh5rwla	306	15	such	such	JJ
cord-032684-muh5rwla	306	16	as	as	IN
cord-032684-muh5rwla	306	17	CKK	CKK	NNP
cord-032684-muh5rwla	306	18	,	,	,
cord-032684-muh5rwla	306	19	CKNB	CKNB	NNP
cord-032684-muh5rwla	306	20	and	and	CC
cord-032684-muh5rwla	306	21	CKD	CKD	NNP
cord-032684-muh5rwla	306	22	,	,	,
cord-032684-muh5rwla	306	23	and	and	CC
cord-032684-muh5rwla	306	24	accept	accept	VB
cord-032684-muh5rwla	306	25	the	the	DT
cord-032684-muh5rwla	306	26	N1	N1	NNP
cord-032684-muh5rwla	306	27	hypothesis	hypothesis	NN
cord-032684-muh5rwla	306	28	.	.	.
cord-032684-muh5rwla	307	1	5	5	LS
cord-032684-muh5rwla	307	2	.	.	.
cord-032684-muh5rwla	308	1	Finally	finally	RB
cord-032684-muh5rwla	308	2	,	,	,
cord-032684-muh5rwla	308	3	we	-PRON-	PRP
cord-032684-muh5rwla	308	4	have	have	VBP
cord-032684-muh5rwla	308	5	shown	show	VBN
cord-032684-muh5rwla	308	6	strong	strong	JJ
cord-032684-muh5rwla	308	7	evidence	evidence	NN
cord-032684-muh5rwla	308	8	that	that	IN
cord-032684-muh5rwla	308	9	CKS	CKS	NNP
cord-032684-muh5rwla	308	10	is	be	VBZ
cord-032684-muh5rwla	308	11	statistically	statistically	RB
cord-032684-muh5rwla	308	12	significant	significant	JJ
cord-032684-muh5rwla	308	13	than	than	IN
cord-032684-muh5rwla	308	14	the	the	DT
cord-032684-muh5rwla	308	15	CNBNB	CNBNB	NNP
cord-032684-muh5rwla	308	16	,	,	,
cord-032684-muh5rwla	308	17	CDK	CDK	NNP
cord-032684-muh5rwla	308	18	and	and	CC
cord-032684-muh5rwla	308	19	CSS	CSS	NNP
cord-032684-muh5rwla	308	20	,	,	,
cord-032684-muh5rwla	308	21	and	and	CC
cord-032684-muh5rwla	308	22	accepts	accept	VBZ
cord-032684-muh5rwla	308	23	the	the	DT
cord-032684-muh5rwla	308	24	N1	N1	NNP
cord-032684-muh5rwla	308	25	hypothesis	hypothesis	NN
cord-032684-muh5rwla	308	26	.	.	.
cord-032684-muh5rwla	309	1	Similarly	similarly	RB
cord-032684-muh5rwla	309	2	,	,	,
cord-032684-muh5rwla	309	3	from	from	IN
cord-032684-muh5rwla	309	4	Table	Table	NNP
cord-032684-muh5rwla	309	5	15	15	CD
cord-032684-muh5rwla	309	6	,	,	,
cord-032684-muh5rwla	309	7	we	-PRON-	PRP
cord-032684-muh5rwla	309	8	can	can	MD
cord-032684-muh5rwla	309	9	explain	explain	VB
cord-032684-muh5rwla	309	10	as	as	IN
cord-032684-muh5rwla	309	11	follows	follow	VBZ
cord-032684-muh5rwla	309	12	:	:	:
cord-032684-muh5rwla	310	1	1	1	LS
cord-032684-muh5rwla	310	2	.	.	.
cord-032684-muh5rwla	311	1	The	the	DT
cord-032684-muh5rwla	311	2	first	first	JJ
cord-032684-muh5rwla	311	3	row	row	NN
cord-032684-muh5rwla	311	4	shows	show	VBZ
cord-032684-muh5rwla	311	5	a	a	DT
cord-032684-muh5rwla	311	6	comparison	comparison	NN
cord-032684-muh5rwla	311	7	of	of	IN
cord-032684-muh5rwla	311	8	the	the	DT
cord-032684-muh5rwla	311	9	ablation	ablation	NN
cord-032684-muh5rwla	311	10	experiments	experiment	NNS
cord-032684-muh5rwla	311	11	,	,	,
cord-032684-muh5rwla	311	12	and	and	CC
cord-032684-muh5rwla	311	13	the	the	DT
cord-032684-muh5rwla	311	14	second	second	JJ
cord-032684-muh5rwla	311	15	row	row	NN
cord-032684-muh5rwla	311	16	represents	represent	VBZ
cord-032684-muh5rwla	311	17	a	a	DT
cord-032684-muh5rwla	311	18	comparison	comparison	NN
cord-032684-muh5rwla	311	19	of	of	IN
cord-032684-muh5rwla	311	20	the	the	DT
cord-032684-muh5rwla	311	21	proposed	propose	VBN
cord-032684-muh5rwla	311	22	method	method	NN
cord-032684-muh5rwla	311	23	with	with	IN
cord-032684-muh5rwla	311	24	the	the	DT
cord-032684-muh5rwla	311	25	existing	exist	VBG
cord-032684-muh5rwla	311	26	methods	method	NNS
cord-032684-muh5rwla	311	27	.	.	.
cord-032684-muh5rwla	312	1	2	2	LS
cord-032684-muh5rwla	312	2	.	.	.
cord-032684-muh5rwla	313	1	The	the	DT
cord-032684-muh5rwla	313	2	results	result	NNS
cord-032684-muh5rwla	313	3	show	show	VBP
cord-032684-muh5rwla	313	4	that	that	IN
cord-032684-muh5rwla	313	5	the	the	DT
cord-032684-muh5rwla	313	6	strong	strong	JJ
cord-032684-muh5rwla	313	7	evidence	evidence	NN
cord-032684-muh5rwla	313	8	of	of	IN
cord-032684-muh5rwla	313	9	the	the	DT
cord-032684-muh5rwla	313	10	proposed	propose	VBN
cord-032684-muh5rwla	313	11	method	method	NN
cord-032684-muh5rwla	313	12	is	be	VBZ
cord-032684-muh5rwla	313	13	statistically	statistically	RB
cord-032684-muh5rwla	313	14	significant	significant	JJ
cord-032684-muh5rwla	313	15	compared	compare	VBN
cord-032684-muh5rwla	313	16	to	to	IN
cord-032684-muh5rwla	313	17	the	the	DT
cord-032684-muh5rwla	313	18	existing	exist	VBG
cord-032684-muh5rwla	313	19	methods	method	NNS
cord-032684-muh5rwla	313	20	and	and	CC
cord-032684-muh5rwla	313	21	leads	lead	VBZ
cord-032684-muh5rwla	313	22	to	to	IN
cord-032684-muh5rwla	313	23	significant	significant	JJ
cord-032684-muh5rwla	313	24	improvement	improvement	NN
cord-032684-muh5rwla	313	25	by	by	IN
cord-032684-muh5rwla	313	26	adding	add	VBG
cord-032684-muh5rwla	313	27	the	the	DT
cord-032684-muh5rwla	313	28	proposed	propose	VBN
cord-032684-muh5rwla	313	29	features	feature	NNS
cord-032684-muh5rwla	313	30	to	to	IN
cord-032684-muh5rwla	313	31	the	the	DT
cord-032684-muh5rwla	313	32	model	model	NN
cord-032684-muh5rwla	313	33	.	.	.
cord-032684-muh5rwla	314	1	And	and	CC
cord-032684-muh5rwla	314	2	it	-PRON-	PRP
cord-032684-muh5rwla	314	3	accepts	accept	VBZ
cord-032684-muh5rwla	314	4	the	the	DT
cord-032684-muh5rwla	314	5	N1	N1	NNP
cord-032684-muh5rwla	314	6	hypothesis	hypothesis	NN
cord-032684-muh5rwla	314	7	.	.	.
cord-032684-muh5rwla	315	1	This	this	DT
cord-032684-muh5rwla	315	2	paper	paper	NN
cord-032684-muh5rwla	315	3	proposes	propose	VBZ
cord-032684-muh5rwla	315	4	a	a	DT
cord-032684-muh5rwla	315	5	method	method	NN
cord-032684-muh5rwla	315	6	named	name	VBN
cord-032684-muh5rwla	315	7	as	as	IN
cord-032684-muh5rwla	315	8	CKS	CKS	NNP
cord-032684-muh5rwla	315	9	(	(	-LRB-
cord-032684-muh5rwla	315	10	CNN	CNN	NNP
cord-032684-muh5rwla	315	11	and	and	CC
cord-032684-muh5rwla	315	12	KNN	KNN	NNP
cord-032684-muh5rwla	315	13	are	be	VBP
cord-032684-muh5rwla	315	14	used	use	VBN
cord-032684-muh5rwla	315	15	as	as	IN
cord-032684-muh5rwla	315	16	base	base	NN
cord-032684-muh5rwla	315	17	-	-	HYPH
cord-032684-muh5rwla	315	18	level	level	NN
cord-032684-muh5rwla	315	19	classifiers	classifier	NNS
cord-032684-muh5rwla	315	20	,	,	,
cord-032684-muh5rwla	315	21	and	and	CC
cord-032684-muh5rwla	315	22	SVM	SVM	NNP
cord-032684-muh5rwla	315	23	is	be	VBZ
cord-032684-muh5rwla	315	24	used	use	VBN
cord-032684-muh5rwla	315	25	as	as	IN
cord-032684-muh5rwla	315	26	a	a	DT
cord-032684-muh5rwla	315	27	Meta	Meta	NNP
cord-032684-muh5rwla	315	28	-	-	HYPH
cord-032684-muh5rwla	315	29	level	level	NN
cord-032684-muh5rwla	315	30	classifier	classifier	NN
cord-032684-muh5rwla	315	31	)	)	-RRB-
cord-032684-muh5rwla	315	32	for	for	IN
cord-032684-muh5rwla	315	33	identifying	identify	VBG
cord-032684-muh5rwla	315	34	tweets	tweet	NNS
cord-032684-muh5rwla	315	35	related	relate	VBN
cord-032684-muh5rwla	315	36	to	to	IN
cord-032684-muh5rwla	315	37	the	the	DT
cord-032684-muh5rwla	315	38	Need	need	NN
cord-032684-muh5rwla	315	39	and	and	CC
cord-032684-muh5rwla	315	40	Availability	availability	NN
cord-032684-muh5rwla	315	41	of	of	IN
cord-032684-muh5rwla	315	42	Resources	resource	NNS
cord-032684-muh5rwla	315	43	during	during	IN
cord-032684-muh5rwla	315	44	the	the	DT
cord-032684-muh5rwla	315	45	disaster	disaster	NN
cord-032684-muh5rwla	315	46	.	.	.
cord-032684-muh5rwla	316	1	It	-PRON-	PRP
cord-032684-muh5rwla	316	2	intends	intend	VBZ
cord-032684-muh5rwla	316	3	to	to	TO
cord-032684-muh5rwla	316	4	assist	assist	VB
cord-032684-muh5rwla	316	5	victims	victim	NNS
cord-032684-muh5rwla	316	6	and	and	CC
cord-032684-muh5rwla	316	7	humanitarian	humanitarian	JJ
cord-032684-muh5rwla	316	8	organizations	organization	NNS
cord-032684-muh5rwla	316	9	for	for	IN
cord-032684-muh5rwla	316	10	identifying	identify	VBG
cord-032684-muh5rwla	316	11	where	where	WRB
cord-032684-muh5rwla	316	12	the	the	DT
cord-032684-muh5rwla	316	13	resources	resource	NNS
cord-032684-muh5rwla	316	14	are	be	VBP
cord-032684-muh5rwla	316	15	available	available	JJ
cord-032684-muh5rwla	316	16	and	and	CC
cord-032684-muh5rwla	316	17	where	where	WRB
cord-032684-muh5rwla	316	18	the	the	DT
cord-032684-muh5rwla	316	19	resources	resource	NNS
cord-032684-muh5rwla	316	20	are	be	VBP
cord-032684-muh5rwla	316	21	needed	need	VBN
cord-032684-muh5rwla	316	22	or	or	CC
cord-032684-muh5rwla	316	23	required	require	VBN
cord-032684-muh5rwla	316	24	using	use	VBG
cord-032684-muh5rwla	316	25	social	social	JJ
cord-032684-muh5rwla	316	26	media	medium	NNS
cord-032684-muh5rwla	316	27	in	in	IN
cord-032684-muh5rwla	316	28	the	the	DT
cord-032684-muh5rwla	316	29	event	event	NN
cord-032684-muh5rwla	316	30	of	of	IN
cord-032684-muh5rwla	316	31	a	a	DT
cord-032684-muh5rwla	316	32	disaster	disaster	NN
cord-032684-muh5rwla	316	33	.	.	.
cord-032684-muh5rwla	317	1	It	-PRON-	PRP
cord-032684-muh5rwla	317	2	also	also	RB
cord-032684-muh5rwla	317	3	helps	help	VBZ
cord-032684-muh5rwla	317	4	service	service	NN
cord-032684-muh5rwla	317	5	providers	provider	NNS
cord-032684-muh5rwla	317	6	to	to	TO
cord-032684-muh5rwla	317	7	collect	collect	VB
cord-032684-muh5rwla	317	8	the	the	DT
cord-032684-muh5rwla	317	9	necessary	necessary	JJ
cord-032684-muh5rwla	317	10	resources	resource	NNS
cord-032684-muh5rwla	317	11	,	,	,
cord-032684-muh5rwla	317	12	transport	transport	NN
cord-032684-muh5rwla	317	13	,	,	,
cord-032684-muh5rwla	317	14	etc	etc	FW
cord-032684-muh5rwla	317	15	.	.	FW
cord-032684-muh5rwla	317	16	,	,	,
cord-032684-muh5rwla	317	17	to	to	TO
cord-032684-muh5rwla	317	18	provide	provide	VB
cord-032684-muh5rwla	317	19	the	the	DT
cord-032684-muh5rwla	317	20	victims	victim	NNS
cord-032684-muh5rwla	317	21	with	with	IN
cord-032684-muh5rwla	317	22	the	the	DT
cord-032684-muh5rwla	317	23	resources	resource	NNS
cord-032684-muh5rwla	317	24	that	that	WDT
cord-032684-muh5rwla	317	25	they	-PRON-	PRP
cord-032684-muh5rwla	317	26	need	need	VBP
cord-032684-muh5rwla	317	27	.	.	.
cord-032684-muh5rwla	318	1	For	for	IN
cord-032684-muh5rwla	318	2	example	example	NN
cord-032684-muh5rwla	318	3	,	,	,
cord-032684-muh5rwla	318	4	we	-PRON-	PRP
cord-032684-muh5rwla	318	5	can	can	MD
cord-032684-muh5rwla	318	6	automatically	automatically	RB
cord-032684-muh5rwla	318	7	make	make	VB
cord-032684-muh5rwla	318	8	a	a	DT
cord-032684-muh5rwla	318	9	different	different	JJ
cord-032684-muh5rwla	318	10	mark	mark	NN
cord-032684-muh5rwla	318	11	on	on	IN
cord-032684-muh5rwla	318	12	the	the	DT
cord-032684-muh5rwla	318	13	map	map	NN
cord-032684-muh5rwla	318	14	to	to	TO
cord-032684-muh5rwla	318	15	help	help	VB
cord-032684-muh5rwla	318	16	local	local	JJ
cord-032684-muh5rwla	318	17	volunteers	volunteer	NNS
cord-032684-muh5rwla	318	18	and	and	CC
cord-032684-muh5rwla	318	19	victims	victim	NNS
cord-032684-muh5rwla	318	20	that	that	WDT
cord-032684-muh5rwla	318	21	specifies	specify	VBZ
cord-032684-muh5rwla	318	22	where	where	WRB
cord-032684-muh5rwla	318	23	a	a	DT
cord-032684-muh5rwla	318	24	large	large	JJ
cord-032684-muh5rwla	318	25	number	number	NN
cord-032684-muh5rwla	318	26	of	of	IN
cord-032684-muh5rwla	318	27	resources	resource	NNS
cord-032684-muh5rwla	318	28	are	be	VBP
cord-032684-muh5rwla	318	29	needed	need	VBN
cord-032684-muh5rwla	318	30	or	or	CC
cord-032684-muh5rwla	318	31	available	available	JJ
cord-032684-muh5rwla	318	32	.	.	.
cord-032684-muh5rwla	319	1	The	the	DT
cord-032684-muh5rwla	319	2	performance	performance	NN
cord-032684-muh5rwla	319	3	of	of	IN
cord-032684-muh5rwla	319	4	the	the	DT
cord-032684-muh5rwla	319	5	proposed	propose	VBN
cord-032684-muh5rwla	319	6	method	method	NN
cord-032684-muh5rwla	319	7	has	have	VBZ
cord-032684-muh5rwla	319	8	been	be	VBN
cord-032684-muh5rwla	319	9	demonstrated	demonstrate	VBN
cord-032684-muh5rwla	319	10	in	in	IN
cord-032684-muh5rwla	319	11	both	both	CC
cord-032684-muh5rwla	319	12	the	the	DT
cord-032684-muh5rwla	319	13	Nepal	Nepal	NNP
cord-032684-muh5rwla	319	14	and	and	CC
cord-032684-muh5rwla	319	15	Italy	Italy	NNP
cord-032684-muh5rwla	319	16	Earthquake	Earthquake	NNP
cord-032684-muh5rwla	319	17	datasets	dataset	NNS
cord-032684-muh5rwla	319	18	.	.	.
cord-032684-muh5rwla	320	1	The	the	DT
cord-032684-muh5rwla	320	2	research	research	NN
cord-032684-muh5rwla	320	3	implication	implication	NN
cord-032684-muh5rwla	320	4	to	to	IN
cord-032684-muh5rwla	320	5	the	the	DT
cord-032684-muh5rwla	320	6	COVID-19	COVID-19	NNP
cord-032684-muh5rwla	320	7	is	be	VBZ
cord-032684-muh5rwla	320	8	discussed	discuss	VBN
cord-032684-muh5rwla	320	9	in	in	IN
cord-032684-muh5rwla	320	10	the	the	DT
cord-032684-muh5rwla	320	11	subsequent	subsequent	JJ
cord-032684-muh5rwla	320	12	section	section	NN
cord-032684-muh5rwla	320	13	.	.	.
cord-032684-muh5rwla	321	1	Our	-PRON-	PRP$
cord-032684-muh5rwla	321	2	study	study	NN
cord-032684-muh5rwla	321	3	has	have	VBZ
cord-032684-muh5rwla	321	4	a	a	DT
cord-032684-muh5rwla	321	5	practical	practical	JJ
cord-032684-muh5rwla	321	6	implication	implication	NN
cord-032684-muh5rwla	321	7	to	to	IN
cord-032684-muh5rwla	321	8	COVID-19	covid-19	VB
cord-032684-muh5rwla	321	9	for	for	IN
cord-032684-muh5rwla	321	10	resource	resource	NN
cord-032684-muh5rwla	321	11	management	management	NN
cord-032684-muh5rwla	321	12	.	.	.
cord-032684-muh5rwla	322	1	Developing	develop	VBG
cord-032684-muh5rwla	322	2	countries	country	NNS
cord-032684-muh5rwla	322	3	like	like	IN
cord-032684-muh5rwla	322	4	India	India	NNP
cord-032684-muh5rwla	322	5	are	be	VBP
cord-032684-muh5rwla	322	6	suffering	suffer	VBG
cord-032684-muh5rwla	322	7	from	from	IN
cord-032684-muh5rwla	322	8	financial	financial	JJ
cord-032684-muh5rwla	322	9	resources	resource	NNS
cord-032684-muh5rwla	322	10	,	,	,
cord-032684-muh5rwla	322	11	particularly	particularly	RB
cord-032684-muh5rwla	322	12	when	when	WRB
cord-032684-muh5rwla	322	13	the	the	DT
cord-032684-muh5rwla	322	14	government	government	NN
cord-032684-muh5rwla	322	15	has	have	VBZ
cord-032684-muh5rwla	322	16	no	no	DT
cord-032684-muh5rwla	322	17	choice	choice	NN
cord-032684-muh5rwla	322	18	but	but	IN
cord-032684-muh5rwla	322	19	to	to	TO
cord-032684-muh5rwla	322	20	close	close	VB
cord-032684-muh5rwla	322	21	the	the	DT
cord-032684-muh5rwla	322	22	business	business	NN
cord-032684-muh5rwla	322	23	and	and	CC
cord-032684-muh5rwla	322	24	lock	lock	VB
cord-032684-muh5rwla	322	25	it	-PRON-	PRP
cord-032684-muh5rwla	322	26	up	up	RP
cord-032684-muh5rwla	322	27	during	during	IN
cord-032684-muh5rwla	322	28	COVID-19	COVID-19	NNP
cord-032684-muh5rwla	322	29	.	.	.
cord-032684-muh5rwla	323	1	These	these	DT
cord-032684-muh5rwla	323	2	can	can	MD
cord-032684-muh5rwla	323	3	affect	affect	VB
cord-032684-muh5rwla	323	4	their	-PRON-	PRP$
cord-032684-muh5rwla	323	5	daily	daily	JJ
cord-032684-muh5rwla	323	6	consumption	consumption	NN
cord-032684-muh5rwla	323	7	of	of	IN
cord-032684-muh5rwla	323	8	food	food	NN
cord-032684-muh5rwla	323	9	,	,	,
cord-032684-muh5rwla	323	10	lack	lack	NN
cord-032684-muh5rwla	323	11	of	of	IN
cord-032684-muh5rwla	323	12	nutrition	nutrition	NN
cord-032684-muh5rwla	323	13	,	,	,
cord-032684-muh5rwla	323	14	medical	medical	JJ
cord-032684-muh5rwla	323	15	resources	resource	NNS
cord-032684-muh5rwla	323	16	(	(	-LRB-
cord-032684-muh5rwla	323	17	such	such	JJ
cord-032684-muh5rwla	323	18	as	as	IN
cord-032684-muh5rwla	323	19	ventilators	ventilator	NNS
cord-032684-muh5rwla	323	20	)	)	-RRB-
cord-032684-muh5rwla	323	21	,	,	,
cord-032684-muh5rwla	323	22	masks	mask	NNS
cord-032684-muh5rwla	323	23	and	and	CC
cord-032684-muh5rwla	323	24	other	other	JJ
cord-032684-muh5rwla	323	25	urgent	urgent	JJ
cord-032684-muh5rwla	323	26	needs	need	NNS
cord-032684-muh5rwla	323	27	.	.	.
cord-032684-muh5rwla	324	1	These	these	DT
cord-032684-muh5rwla	324	2	types	type	NNS
cord-032684-muh5rwla	324	3	of	of	IN
cord-032684-muh5rwla	324	4	resources	resource	NNS
cord-032684-muh5rwla	324	5	are	be	VBP
cord-032684-muh5rwla	324	6	automatically	automatically	RB
cord-032684-muh5rwla	324	7	identified	identify	VBN
cord-032684-muh5rwla	324	8	by	by	IN
cord-032684-muh5rwla	324	9	using	use	VBG
cord-032684-muh5rwla	324	10	social	social	JJ
cord-032684-muh5rwla	324	11	media	medium	NNS
cord-032684-muh5rwla	324	12	.	.	.
cord-032684-muh5rwla	325	1	Some	some	DT
cord-032684-muh5rwla	325	2	organizations	organization	NNS
cord-032684-muh5rwla	325	3	post	post	VBP
cord-032684-muh5rwla	325	4	this	this	DT
cord-032684-muh5rwla	325	5	type	type	NN
cord-032684-muh5rwla	325	6	of	of	IN
cord-032684-muh5rwla	325	7	resource	resource	NN
cord-032684-muh5rwla	325	8	information	information	NN
cord-032684-muh5rwla	325	9	on	on	IN
cord-032684-muh5rwla	325	10	social	social	JJ
cord-032684-muh5rwla	325	11	media	medium	NNS
cord-032684-muh5rwla	325	12	,	,	,
cord-032684-muh5rwla	325	13	where	where	WRB
cord-032684-muh5rwla	325	14	resources	resource	NNS
cord-032684-muh5rwla	325	15	are	be	VBP
cord-032684-muh5rwla	325	16	available	available	JJ
cord-032684-muh5rwla	325	17	.	.	.
cord-032684-muh5rwla	326	1	In	in	IN
cord-032684-muh5rwla	326	2	the	the	DT
cord-032684-muh5rwla	326	3	same	same	JJ
cord-032684-muh5rwla	326	4	way	way	NN
cord-032684-muh5rwla	326	5	,	,	,
cord-032684-muh5rwla	326	6	victims	victim	NNS
cord-032684-muh5rwla	326	7	post	post	VBP
cord-032684-muh5rwla	326	8	information	information	NN
cord-032684-muh5rwla	326	9	where	where	WRB
cord-032684-muh5rwla	326	10	resources	resource	NNS
cord-032684-muh5rwla	326	11	are	be	VBP
cord-032684-muh5rwla	326	12	needed	need	VBN
cord-032684-muh5rwla	326	13	.	.	.
cord-032684-muh5rwla	327	1	However	however	RB
cord-032684-muh5rwla	327	2	,	,	,
cord-032684-muh5rwla	327	3	the	the	DT
cord-032684-muh5rwla	327	4	proposed	propose	VBN
cord-032684-muh5rwla	327	5	model	model	NN
cord-032684-muh5rwla	327	6	can	can	MD
cord-032684-muh5rwla	327	7	be	be	VB
cord-032684-muh5rwla	327	8	used	use	VBN
cord-032684-muh5rwla	327	9	for	for	IN
cord-032684-muh5rwla	327	10	the	the	DT
cord-032684-muh5rwla	327	11	identification	identification	NN
cord-032684-muh5rwla	327	12	of	of	IN
cord-032684-muh5rwla	327	13	these	these	DT
cord-032684-muh5rwla	327	14	types	type	NNS
cord-032684-muh5rwla	327	15	of	of	IN
cord-032684-muh5rwla	327	16	resource	resource	NN
cord-032684-muh5rwla	327	17	tweets	tweet	NNS
cord-032684-muh5rwla	327	18	during	during	IN
cord-032684-muh5rwla	327	19	COVID-19	COVID-19	NNP
cord-032684-muh5rwla	327	20	.	.	.
cord-032684-muh5rwla	328	1	It	-PRON-	PRP
cord-032684-muh5rwla	328	2	may	may	MD
cord-032684-muh5rwla	328	3	help	help	VB
cord-032684-muh5rwla	328	4	both	both	PDT
cord-032684-muh5rwla	328	5	the	the	DT
cord-032684-muh5rwla	328	6	people	people	NNS
cord-032684-muh5rwla	328	7	and	and	CC
cord-032684-muh5rwla	328	8	humanitarian	humanitarian	JJ
cord-032684-muh5rwla	328	9	or	or	CC
cord-032684-muh5rwla	328	10	government	government	NN
cord-032684-muh5rwla	328	11	organizations	organization	NNS
cord-032684-muh5rwla	328	12	to	to	TO
cord-032684-muh5rwla	328	13	save	save	VB
cord-032684-muh5rwla	328	14	the	the	DT
cord-032684-muh5rwla	328	15	time	time	NN
cord-032684-muh5rwla	328	16	and	and	CC
cord-032684-muh5rwla	328	17	effective	effective	JJ
cord-032684-muh5rwla	328	18	utilization	utilization	NN
cord-032684-muh5rwla	328	19	of	of	IN
cord-032684-muh5rwla	328	20	the	the	DT
cord-032684-muh5rwla	328	21	resources	resource	NNS
cord-032684-muh5rwla	328	22	.	.	.
cord-032684-muh5rwla	329	1	There	there	EX
cord-032684-muh5rwla	329	2	is	be	VBZ
cord-032684-muh5rwla	329	3	a	a	DT
cord-032684-muh5rwla	329	4	chance	chance	NN
cord-032684-muh5rwla	329	5	of	of	IN
cord-032684-muh5rwla	329	6	increasing	increase	VBG
cord-032684-muh5rwla	329	7	the	the	DT
cord-032684-muh5rwla	329	8	number	number	NN
cord-032684-muh5rwla	329	9	of	of	IN
cord-032684-muh5rwla	329	10	COVID	covid	JJ
cord-032684-muh5rwla	329	11	cases	case	NNS
cord-032684-muh5rwla	329	12	in	in	IN
cord-032684-muh5rwla	329	13	the	the	DT
cord-032684-muh5rwla	329	14	future	future	NN
cord-032684-muh5rwla	329	15	.	.	.
cord-032684-muh5rwla	330	1	It	-PRON-	PRP
cord-032684-muh5rwla	330	2	may	may	MD
cord-032684-muh5rwla	330	3	have	have	VB
cord-032684-muh5rwla	330	4	an	an	DT
cord-032684-muh5rwla	330	5	impact	impact	NN
cord-032684-muh5rwla	330	6	on	on	IN
cord-032684-muh5rwla	330	7	the	the	DT
cord-032684-muh5rwla	330	8	lack	lack	NN
cord-032684-muh5rwla	330	9	of	of	IN
cord-032684-muh5rwla	330	10	medical	medical	JJ
cord-032684-muh5rwla	330	11	resources	resource	NNS
cord-032684-muh5rwla	330	12	,	,	,
cord-032684-muh5rwla	330	13	such	such	JJ
cord-032684-muh5rwla	330	14	as	as	IN
cord-032684-muh5rwla	330	15	ventilators	ventilator	NNS
cord-032684-muh5rwla	330	16	,	,	,
cord-032684-muh5rwla	330	17	hospital	hospital	NN
cord-032684-muh5rwla	330	18	services	service	NNS
cord-032684-muh5rwla	330	19	,	,	,
cord-032684-muh5rwla	330	20	victim	victim	NN
cord-032684-muh5rwla	330	21	quarantine	quarantine	NN
cord-032684-muh5rwla	330	22	,	,	,
cord-032684-muh5rwla	330	23	masks	mask	NNS
cord-032684-muh5rwla	330	24	,	,	,
cord-032684-muh5rwla	330	25	etc	etc	FW
cord-032684-muh5rwla	330	26	.	.	.
cord-032684-muh5rwla	331	1	Identifying	identify	VBG
cord-032684-muh5rwla	331	2	this	this	DT
cord-032684-muh5rwla	331	3	type	type	NN
cord-032684-muh5rwla	331	4	of	of	IN
cord-032684-muh5rwla	331	5	resource	resource	NN
cord-032684-muh5rwla	331	6	where	where	WRB
cord-032684-muh5rwla	331	7	it	-PRON-	PRP
cord-032684-muh5rwla	331	8	is	be	VBZ
cord-032684-muh5rwla	331	9	available	available	JJ
cord-032684-muh5rwla	331	10	and	and	CC
cord-032684-muh5rwla	331	11	needed	need	VBN
cord-032684-muh5rwla	331	12	is	be	VBZ
cord-032684-muh5rwla	331	13	very	very	RB
cord-032684-muh5rwla	331	14	important	important	JJ
cord-032684-muh5rwla	331	15	for	for	IN
cord-032684-muh5rwla	331	16	the	the	DT
cord-032684-muh5rwla	331	17	effective	effective	JJ
cord-032684-muh5rwla	331	18	use	use	NN
cord-032684-muh5rwla	331	19	of	of	IN
cord-032684-muh5rwla	331	20	resources	resource	NNS
cord-032684-muh5rwla	331	21	.	.	.
cord-032684-muh5rwla	332	1	This	this	DT
cord-032684-muh5rwla	332	2	allows	allow	VBZ
cord-032684-muh5rwla	332	3	people	people	NNS
cord-032684-muh5rwla	332	4	to	to	TO
cord-032684-muh5rwla	332	5	save	save	VB
cord-032684-muh5rwla	332	6	their	-PRON-	PRP$
cord-032684-muh5rwla	332	7	lives	life	NNS
cord-032684-muh5rwla	332	8	and	and	CC
cord-032684-muh5rwla	332	9	avoid	avoid	VB
cord-032684-muh5rwla	332	10	the	the	DT
cord-032684-muh5rwla	332	11	spread	spread	NN
cord-032684-muh5rwla	332	12	of	of	IN
cord-032684-muh5rwla	332	13	the	the	DT
cord-032684-muh5rwla	332	14	disease	disease	NN
cord-032684-muh5rwla	332	15	from	from	IN
cord-032684-muh5rwla	332	16	one	one	CD
cord-032684-muh5rwla	332	17	person	person	NN
cord-032684-muh5rwla	332	18	to	to	IN
cord-032684-muh5rwla	332	19	another	another	DT
cord-032684-muh5rwla	332	20	.	.	.
cord-032684-muh5rwla	333	1	In	in	IN
cord-032684-muh5rwla	333	2	the	the	DT
cord-032684-muh5rwla	333	3	future	future	NN
cord-032684-muh5rwla	333	4	,	,	,
cord-032684-muh5rwla	333	5	work	work	NN
cord-032684-muh5rwla	333	6	can	can	MD
cord-032684-muh5rwla	333	7	be	be	VB
cord-032684-muh5rwla	333	8	extended	extend	VBN
cord-032684-muh5rwla	333	9	to	to	TO
cord-032684-muh5rwla	333	10	extract	extract	VB
cord-032684-muh5rwla	333	11	a	a	DT
cord-032684-muh5rwla	333	12	specific	specific	JJ
cord-032684-muh5rwla	333	13	type	type	NN
cord-032684-muh5rwla	333	14	of	of	IN
cord-032684-muh5rwla	333	15	resource	resource	NN
cord-032684-muh5rwla	333	16	information	information	NN
cord-032684-muh5rwla	333	17	where	where	WRB
cord-032684-muh5rwla	333	18	it	-PRON-	PRP
cord-032684-muh5rwla	333	19	is	be	VBZ
cord-032684-muh5rwla	333	20	required	require	VBN
cord-032684-muh5rwla	333	21	and	and	CC
cord-032684-muh5rwla	333	22	available	available	JJ
cord-032684-muh5rwla	333	23	along	along	IN
cord-032684-muh5rwla	333	24	with	with	IN
cord-032684-muh5rwla	333	25	a	a	DT
cord-032684-muh5rwla	333	26	priority	priority	NN
cord-032684-muh5rwla	333	27	-	-	HYPH
cord-032684-muh5rwla	333	28	based	base	VBN
cord-032684-muh5rwla	333	29	geo	geo	NN
cord-032684-muh5rwla	333	30	-	-	HYPH
cord-032684-muh5rwla	333	31	location	location	NN
cord-032684-muh5rwla	333	32	of	of	IN
cord-032684-muh5rwla	333	33	tweets	tweet	NNS
cord-032684-muh5rwla	333	34	.	.	.
cord-032684-muh5rwla	334	1	For	for	IN
cord-032684-muh5rwla	334	2	example	example	NN
cord-032684-muh5rwla	334	3	,	,	,
cord-032684-muh5rwla	334	4	the	the	DT
cord-032684-muh5rwla	334	5	highest	high	JJS
cord-032684-muh5rwla	334	6	priority	priority	NN
cord-032684-muh5rwla	334	7	is	be	VBZ
cord-032684-muh5rwla	334	8	given	give	VBN
cord-032684-muh5rwla	334	9	for	for	IN
cord-032684-muh5rwla	334	10	the	the	DT
cord-032684-muh5rwla	334	11	tweets	tweet	NNS
cord-032684-muh5rwla	334	12	where	where	WRB
cord-032684-muh5rwla	334	13	it	-PRON-	PRP
cord-032684-muh5rwla	334	14	contain	contain	VBP
cord-032684-muh5rwla	334	15	information	information	NN
cord-032684-muh5rwla	334	16	related	relate	VBN
cord-032684-muh5rwla	334	17	to	to	IN
cord-032684-muh5rwla	334	18	very	very	RB
cord-032684-muh5rwla	334	19	urgent	urgent	JJ
cord-032684-muh5rwla	334	20	needs	need	NNS
cord-032684-muh5rwla	334	21	such	such	JJ
cord-032684-muh5rwla	334	22	as	as	IN
cord-032684-muh5rwla	334	23	ventilators	ventilator	NNS
cord-032684-muh5rwla	334	24	and	and	CC
cord-032684-muh5rwla	334	25	masks	mask	NNS
cord-032684-muh5rwla	334	26	,	,	,
cord-032684-muh5rwla	334	27	etc	etc	FW
cord-032684-muh5rwla	334	28	.	.	FW
cord-032684-muh5rwla	334	29	,	,	,
cord-032684-muh5rwla	334	30	and	and	CC
cord-032684-muh5rwla	334	31	have	have	VBP
cord-032684-muh5rwla	334	32	geo	geo	NN
cord-032684-muh5rwla	334	33	-	-	HYPH
cord-032684-muh5rwla	334	34	location	location	NN
cord-032684-muh5rwla	334	35	information	information	NN
cord-032684-muh5rwla	334	36	(	(	-LRB-
cord-032684-muh5rwla	334	37	where	where	WRB
cord-032684-muh5rwla	334	38	resource	resource	NN
cord-032684-muh5rwla	334	39	needs	need	NNS
cord-032684-muh5rwla	334	40	or	or	CC
cord-032684-muh5rwla	334	41	availability	availability	NN
cord-032684-muh5rwla	334	42	exist	exist	VBP
cord-032684-muh5rwla	334	43	)	)	-RRB-
cord-032684-muh5rwla	334	44	.	.	.
cord-032684-muh5rwla	335	1	If	if	IN
cord-032684-muh5rwla	335	2	tweets	tweet	NNS
cord-032684-muh5rwla	335	3	contain	contain	VBP
cord-032684-muh5rwla	335	4	information	information	NN
cord-032684-muh5rwla	335	5	on	on	IN
cord-032684-muh5rwla	335	6	resources	resource	NNS
cord-032684-muh5rwla	335	7	such	such	JJ
cord-032684-muh5rwla	335	8	as	as	IN
cord-032684-muh5rwla	335	9	the	the	DT
cord-032684-muh5rwla	335	10	need	need	NN
cord-032684-muh5rwla	335	11	or	or	CC
cord-032684-muh5rwla	335	12	availability	availability	NN
cord-032684-muh5rwla	335	13	of	of	IN
cord-032684-muh5rwla	335	14	food	food	NN
cord-032684-muh5rwla	335	15	,	,	,
cord-032684-muh5rwla	335	16	donation	donation	NN
cord-032684-muh5rwla	335	17	of	of	IN
cord-032684-muh5rwla	335	18	money	money	NN
cord-032684-muh5rwla	335	19	or	or	CC
cord-032684-muh5rwla	335	20	services	service	NNS
cord-032684-muh5rwla	335	21	is	be	VBZ
cord-032684-muh5rwla	335	22	the	the	DT
cord-032684-muh5rwla	335	23	next	next	JJ
cord-032684-muh5rwla	335	24	priority	priority	NN
cord-032684-muh5rwla	335	25	.	.	.
cord-032684-muh5rwla	336	1	If	if	IN
cord-032684-muh5rwla	336	2	the	the	DT
cord-032684-muh5rwla	336	3	tweets	tweet	NNS
cord-032684-muh5rwla	336	4	include	include	VBP
cord-032684-muh5rwla	336	5	some	some	DT
cord-032684-muh5rwla	336	6	other	other	JJ
cord-032684-muh5rwla	336	7	type	type	NN
cord-032684-muh5rwla	336	8	of	of	IN
cord-032684-muh5rwla	336	9	resource	resource	NN
cord-032684-muh5rwla	336	10	information	information	NN
cord-032684-muh5rwla	336	11	without	without	IN
cord-032684-muh5rwla	336	12	Geo	Geo	NNP
cord-032684-muh5rwla	336	13	-	-	HYPH
cord-032684-muh5rwla	336	14	location	location	NN
cord-032684-muh5rwla	336	15	shall	shall	MD
cord-032684-muh5rwla	336	16	be	be	VB
cord-032684-muh5rwla	336	17	given	give	VBN
cord-032684-muh5rwla	336	18	as	as	IN
cord-032684-muh5rwla	336	19	a	a	DT
cord-032684-muh5rwla	336	20	minimum	minimum	JJ
cord-032684-muh5rwla	336	21	priority	priority	NN
cord-032684-muh5rwla	336	22	.	.	.
cord-032684-muh5rwla	337	1	And	and	CC
cord-032684-muh5rwla	337	2	also	also	RB
cord-032684-muh5rwla	337	3	,	,	,
cord-032684-muh5rwla	337	4	the	the	DT
cord-032684-muh5rwla	337	5	automatic	automatic	JJ
cord-032684-muh5rwla	337	6	matching	matching	NN
cord-032684-muh5rwla	337	7	of	of	IN
cord-032684-muh5rwla	337	8	the	the	DT
cord-032684-muh5rwla	337	9	Needs	need	NNS
cord-032684-muh5rwla	337	10	and	and	CC
cord-032684-muh5rwla	337	11	Availability	availability	NN
cord-032684-muh5rwla	337	12	of	of	IN
cord-032684-muh5rwla	337	13	Resource	resource	NN
cord-032684-muh5rwla	337	14	tweets	tweet	NNS
cord-032684-muh5rwla	337	15	during	during	IN
cord-032684-muh5rwla	337	16	COVID-19	COVID-19	NNP
cord-032684-muh5rwla	337	17	.	.	.
cord-032684-muh5rwla	338	1	The	the	DT
cord-032684-muh5rwla	338	2	pre	pre	NN
cord-032684-muh5rwla	338	3	-	-	NNS
cord-032684-muh5rwla	338	4	requirements	requirement	NNS
cord-032684-muh5rwla	338	5	of	of	IN
cord-032684-muh5rwla	338	6	the	the	DT
cord-032684-muh5rwla	338	7	model	model	NN
cord-032684-muh5rwla	338	8	to	to	TO
cord-032684-muh5rwla	338	9	be	be	VB
cord-032684-muh5rwla	338	10	working	work	VBG
cord-032684-muh5rwla	338	11	in	in	IN
cord-032684-muh5rwla	338	12	the	the	DT
cord-032684-muh5rwla	338	13	real	real	JJ
cord-032684-muh5rwla	338	14	-	-	HYPH
cord-032684-muh5rwla	338	15	world	world	NN
cord-032684-muh5rwla	338	16	for	for	IN
cord-032684-muh5rwla	338	17	deployment	deployment	NN
cord-032684-muh5rwla	338	18	can	can	MD
cord-032684-muh5rwla	338	19	be	be	VB
cord-032684-muh5rwla	338	20	described	describe	VBN
cord-032684-muh5rwla	338	21	is	be	VBZ
cord-032684-muh5rwla	338	22	as	as	IN
cord-032684-muh5rwla	338	23	follows	follow	VBZ
cord-032684-muh5rwla	338	24	:	:	:
cord-032684-muh5rwla	339	1	1	1	LS
cord-032684-muh5rwla	339	2	.	.	.
cord-032684-muh5rwla	340	1	GPU	GPU	NNP
cord-032684-muh5rwla	340	2	server	server	NN
cord-032684-muh5rwla	340	3	.	.	.
cord-032684-muh5rwla	341	1	2	2	LS
cord-032684-muh5rwla	341	2	.	.	.
cord-032684-muh5rwla	342	1	Finding	find	VBG
cord-032684-muh5rwla	342	2	the	the	DT
cord-032684-muh5rwla	342	3	relevant	relevant	JJ
cord-032684-muh5rwla	342	4	hash	hash	NN
cord-032684-muh5rwla	342	5	-	-	HYPH
cord-032684-muh5rwla	342	6	tags	tag	NNS
cord-032684-muh5rwla	342	7	and	and	CC
cord-032684-muh5rwla	342	8	keywords	keyword	NNS
cord-032684-muh5rwla	342	9	.	.	.
cord-032684-muh5rwla	343	1	3	3	LS
cord-032684-muh5rwla	343	2	.	.	.
cord-032684-muh5rwla	344	1	Filtering	filter	VBG
cord-032684-muh5rwla	344	2	the	the	DT
cord-032684-muh5rwla	344	3	Fake	fake	JJ
cord-032684-muh5rwla	344	4	and	and	CC
cord-032684-muh5rwla	344	5	Spam	Spam	NNP
cord-032684-muh5rwla	344	6	tweets	tweet	NNS
cord-032684-muh5rwla	344	7	.	.	.
cord-032684-muh5rwla	345	1	GPU	GPU	NNP
cord-032684-muh5rwla	345	2	server	server	NN
cord-032684-muh5rwla	345	3	GPU	GPU	NNP
cord-032684-muh5rwla	345	4	Server	Server	NNP
cord-032684-muh5rwla	345	5	is	be	VBZ
cord-032684-muh5rwla	345	6	needed	need	VBN
cord-032684-muh5rwla	345	7	to	to	TO
cord-032684-muh5rwla	345	8	store	store	VB
cord-032684-muh5rwla	345	9	and	and	CC
cord-032684-muh5rwla	345	10	processing	process	VBG
cord-032684-muh5rwla	345	11	the	the	DT
cord-032684-muh5rwla	345	12	tweets	tweet	NNS
cord-032684-muh5rwla	345	13	from	from	IN
cord-032684-muh5rwla	345	14	the	the	DT
cord-032684-muh5rwla	345	15	twitter	twitter	NNP
cord-032684-muh5rwla	345	16	during	during	IN
cord-032684-muh5rwla	345	17	COVID-19	COVID-19	NNP
cord-032684-muh5rwla	345	18	.	.	.
cord-032684-muh5rwla	346	1	is	be	VBZ
cord-032684-muh5rwla	346	2	one	one	CD
cord-032684-muh5rwla	346	3	of	of	IN
cord-032684-muh5rwla	346	4	the	the	DT
cord-032684-muh5rwla	346	5	important	important	JJ
cord-032684-muh5rwla	346	6	modules	module	NNS
cord-032684-muh5rwla	346	7	for	for	IN
cord-032684-muh5rwla	346	8	deploying	deploy	VBG
cord-032684-muh5rwla	346	9	the	the	DT
cord-032684-muh5rwla	346	10	model	model	NN
cord-032684-muh5rwla	346	11	in	in	IN
cord-032684-muh5rwla	346	12	the	the	DT
cord-032684-muh5rwla	346	13	real	real	JJ
cord-032684-muh5rwla	346	14	-	-	HYPH
cord-032684-muh5rwla	346	15	world	world	NN
cord-032684-muh5rwla	346	16	.	.	.
cord-032684-muh5rwla	347	1	The	the	DT
cord-032684-muh5rwla	347	2	relevant	relevant	JJ
cord-032684-muh5rwla	347	3	hashtags	hashtag	NNS
cord-032684-muh5rwla	347	4	and	and	CC
cord-032684-muh5rwla	347	5	keywords	keyword	NNS
cord-032684-muh5rwla	347	6	can	can	MD
cord-032684-muh5rwla	347	7	be	be	VB
cord-032684-muh5rwla	347	8	used	use	VBN
cord-032684-muh5rwla	347	9	for	for	IN
cord-032684-muh5rwla	347	10	filtering	filter	VBG
cord-032684-muh5rwla	347	11	the	the	DT
cord-032684-muh5rwla	347	12	tweets	tweet	NNS
cord-032684-muh5rwla	347	13	related	relate	VBN
cord-032684-muh5rwla	347	14	to	to	IN
cord-032684-muh5rwla	347	15	the	the	DT
cord-032684-muh5rwla	347	16	COVID-19	covid-19	NN
cord-032684-muh5rwla	347	17	.	.	.
cord-032684-muh5rwla	348	1	During	during	IN
cord-032684-muh5rwla	348	2	the	the	DT
cord-032684-muh5rwla	348	3	COVID-19	COVID-19	NNP
cord-032684-muh5rwla	348	4	,	,	,
cord-032684-muh5rwla	348	5	users	user	NNS
cord-032684-muh5rwla	348	6	post	post	VBP
cord-032684-muh5rwla	348	7	millions	million	NNS
cord-032684-muh5rwla	348	8	of	of	IN
cord-032684-muh5rwla	348	9	tweets	tweet	NNS
cord-032684-muh5rwla	348	10	on	on	IN
cord-032684-muh5rwla	348	11	twitter	twitter	NNP
cord-032684-muh5rwla	348	12	by	by	IN
cord-032684-muh5rwla	348	13	using	use	VBG
cord-032684-muh5rwla	348	14	different	different	JJ
cord-032684-muh5rwla	348	15	hashtags	hashtag	NNS
cord-032684-muh5rwla	348	16	and	and	CC
cord-032684-muh5rwla	348	17	keywords	keyword	NNS
cord-032684-muh5rwla	348	18	like	like	IN
cord-032684-muh5rwla	348	19	#	#	NN
cord-032684-muh5rwla	348	20	Covid-19	covid-19	NN
cord-032684-muh5rwla	348	21	,	,	,
cord-032684-muh5rwla	348	22	#	#	NNP
cord-032684-muh5rwla	348	23	CORONA	CORONA	NNP
cord-032684-muh5rwla	348	24	,	,	,
cord-032684-muh5rwla	348	25	COVID	COVID	NNP
cord-032684-muh5rwla	348	26	,	,	,
cord-032684-muh5rwla	348	27	etc	etc	FW
cord-032684-muh5rwla	348	28	.	.	.
cord-032684-muh5rwla	349	1	Therefore	therefore	RB
cord-032684-muh5rwla	349	2	,	,	,
cord-032684-muh5rwla	349	3	finding	find	VBG
cord-032684-muh5rwla	349	4	the	the	DT
cord-032684-muh5rwla	349	5	relevant	relevant	JJ
cord-032684-muh5rwla	349	6	hashtags	hashtag	NNS
cord-032684-muh5rwla	349	7	is	be	VBZ
cord-032684-muh5rwla	349	8	an	an	DT
cord-032684-muh5rwla	349	9	important	important	JJ
cord-032684-muh5rwla	349	10	task	task	NN
cord-032684-muh5rwla	349	11	during	during	IN
cord-032684-muh5rwla	349	12	the	the	DT
cord-032684-muh5rwla	349	13	COVID-19	covid-19	NN
cord-032684-muh5rwla	349	14	.	.	.
cord-032684-muh5rwla	350	1	Various	various	JJ
cord-032684-muh5rwla	350	2	methods	method	NNS
cord-032684-muh5rwla	350	3	[	[	-LRB-
cord-032684-muh5rwla	350	4	15	15	CD
cord-032684-muh5rwla	350	5	,	,	,
cord-032684-muh5rwla	350	6	18	18	CD
cord-032684-muh5rwla	350	7	,	,	,
cord-032684-muh5rwla	350	8	43	43	CD
cord-032684-muh5rwla	350	9	]	]	-RRB-
cord-032684-muh5rwla	350	10	are	be	VBP
cord-032684-muh5rwla	350	11	available	available	JJ
cord-032684-muh5rwla	350	12	in	in	IN
cord-032684-muh5rwla	350	13	the	the	DT
cord-032684-muh5rwla	350	14	existing	exist	VBG
cord-032684-muh5rwla	350	15	literature	literature	NN
cord-032684-muh5rwla	350	16	for	for	IN
cord-032684-muh5rwla	350	17	finding	find	VBG
cord-032684-muh5rwla	350	18	the	the	DT
cord-032684-muh5rwla	350	19	relevant	relevant	JJ
cord-032684-muh5rwla	350	20	hashtags	hashtag	NNS
cord-032684-muh5rwla	350	21	to	to	IN
cord-032684-muh5rwla	350	22	the	the	DT
cord-032684-muh5rwla	350	23	COVID-19	COVID-19	NNP
cord-032684-muh5rwla	350	24	.	.	.
cord-032684-muh5rwla	351	1	Most	Most	JJS
cord-032684-muh5rwla	351	2	of	of	IN
cord-032684-muh5rwla	351	3	the	the	DT
cord-032684-muh5rwla	351	4	methods	method	NNS
cord-032684-muh5rwla	351	5	,	,	,
cord-032684-muh5rwla	351	6	there	there	EX
cord-032684-muh5rwla	351	7	is	be	VBZ
cord-032684-muh5rwla	351	8	a	a	DT
cord-032684-muh5rwla	351	9	need	need	NN
cord-032684-muh5rwla	351	10	to	to	TO
cord-032684-muh5rwla	351	11	give	give	VB
cord-032684-muh5rwla	351	12	some	some	DT
cord-032684-muh5rwla	351	13	seed	seed	NN
cord-032684-muh5rwla	351	14	keywords	keyword	NNS
cord-032684-muh5rwla	351	15	manually	manually	RB
cord-032684-muh5rwla	351	16	for	for	IN
cord-032684-muh5rwla	351	17	finding	find	VBG
cord-032684-muh5rwla	351	18	the	the	DT
cord-032684-muh5rwla	351	19	relevant	relevant	JJ
cord-032684-muh5rwla	351	20	hashtags	hashtag	NNS
cord-032684-muh5rwla	351	21	.	.	.
cord-032684-muh5rwla	352	1	Filtering	filter	VBG
cord-032684-muh5rwla	352	2	the	the	DT
cord-032684-muh5rwla	352	3	Fake	fake	JJ
cord-032684-muh5rwla	352	4	and	and	CC
cord-032684-muh5rwla	352	5	Spam	Spam	NNP
cord-032684-muh5rwla	352	6	tweets	tweet	NNS
cord-032684-muh5rwla	352	7	After	after	IN
cord-032684-muh5rwla	352	8	extracting	extract	VBG
cord-032684-muh5rwla	352	9	the	the	DT
cord-032684-muh5rwla	352	10	tweets	tweet	NNS
cord-032684-muh5rwla	352	11	related	relate	VBN
cord-032684-muh5rwla	352	12	to	to	IN
cord-032684-muh5rwla	352	13	the	the	DT
cord-032684-muh5rwla	352	14	COVID-19	COVID-19	NNP
cord-032684-muh5rwla	352	15	,	,	,
cord-032684-muh5rwla	352	16	there	there	EX
cord-032684-muh5rwla	352	17	is	be	VBZ
cord-032684-muh5rwla	352	18	a	a	DT
cord-032684-muh5rwla	352	19	need	need	NN
cord-032684-muh5rwla	352	20	to	to	TO
cord-032684-muh5rwla	352	21	filter	filter	VB
cord-032684-muh5rwla	352	22	the	the	DT
cord-032684-muh5rwla	352	23	Fake	fake	JJ
cord-032684-muh5rwla	352	24	and	and	CC
cord-032684-muh5rwla	352	25	Spam	Spam	NNP
cord-032684-muh5rwla	352	26	tweets	tweet	NNS
cord-032684-muh5rwla	352	27	from	from	IN
cord-032684-muh5rwla	352	28	the	the	DT
cord-032684-muh5rwla	352	29	extracted	extract	VBN
cord-032684-muh5rwla	352	30	relevant	relevant	JJ
cord-032684-muh5rwla	352	31	tweets	tweet	NNS
cord-032684-muh5rwla	352	32	to	to	IN
cord-032684-muh5rwla	352	33	the	the	DT
cord-032684-muh5rwla	352	34	COVID-19	COVID-19	NNP
cord-032684-muh5rwla	352	35	.	.	.
cord-032684-muh5rwla	353	1	Fake	fake	JJ
cord-032684-muh5rwla	353	2	tweets	tweet	NNS
cord-032684-muh5rwla	354	1	[	[	-LRB-
cord-032684-muh5rwla	354	2	26	26	CD
cord-032684-muh5rwla	354	3	]	]	-RRB-
cord-032684-muh5rwla	354	4	can	can	MD
cord-032684-muh5rwla	354	5	be	be	VB
cord-032684-muh5rwla	354	6	defined	define	VBN
cord-032684-muh5rwla	354	7	as	as	IN
cord-032684-muh5rwla	354	8	if	if	IN
cord-032684-muh5rwla	354	9	it	-PRON-	PRP
cord-032684-muh5rwla	354	10	contains	contain	VBZ
cord-032684-muh5rwla	354	11	the	the	DT
cord-032684-muh5rwla	354	12	incorrect	incorrect	JJ
cord-032684-muh5rwla	354	13	time	time	NN
cord-032684-muh5rwla	354	14	or	or	CC
cord-032684-muh5rwla	354	15	location	location	NN
cord-032684-muh5rwla	354	16	related	relate	VBN
cord-032684-muh5rwla	354	17	to	to	IN
cord-032684-muh5rwla	354	18	the	the	DT
cord-032684-muh5rwla	354	19	need	need	NN
cord-032684-muh5rwla	354	20	and	and	CC
cord-032684-muh5rwla	354	21	availability	availability	NN
cord-032684-muh5rwla	354	22	of	of	IN
cord-032684-muh5rwla	354	23	resources	resource	NNS
cord-032684-muh5rwla	354	24	or	or	CC
cord-032684-muh5rwla	354	25	link	link	VB
cord-032684-muh5rwla	354	26	to	to	IN
cord-032684-muh5rwla	354	27	the	the	DT
cord-032684-muh5rwla	354	28	misleading	misleading	JJ
cord-032684-muh5rwla	354	29	information	information	NN
cord-032684-muh5rwla	354	30	,	,	,
cord-032684-muh5rwla	354	31	etc	etc	FW
cord-032684-muh5rwla	354	32	.	.	.
cord-032684-muh5rwla	355	1	,	,	,
cord-032684-muh5rwla	355	2	is	be	VBZ
cord-032684-muh5rwla	355	3	called	call	VBN
cord-032684-muh5rwla	355	4	fake	fake	JJ
cord-032684-muh5rwla	355	5	tweets	tweet	NNS
cord-032684-muh5rwla	355	6	.	.	.
cord-032684-muh5rwla	356	1	Spam	spam	NN
cord-032684-muh5rwla	356	2	tweets	tweet	NNS
cord-032684-muh5rwla	356	3	[	[	-LRB-
cord-032684-muh5rwla	356	4	8	8	CD
cord-032684-muh5rwla	356	5	,	,	,
cord-032684-muh5rwla	356	6	19	19	CD
cord-032684-muh5rwla	356	7	,	,	,
cord-032684-muh5rwla	356	8	26	26	CD
cord-032684-muh5rwla	356	9	]	]	-RRB-
cord-032684-muh5rwla	356	10	can	can	MD
cord-032684-muh5rwla	356	11	be	be	VB
cord-032684-muh5rwla	356	12	defined	define	VBN
cord-032684-muh5rwla	356	13	as	as	IN
cord-032684-muh5rwla	356	14	if	if	IN
cord-032684-muh5rwla	356	15	it	-PRON-	PRP
cord-032684-muh5rwla	356	16	contains	contain	VBZ
cord-032684-muh5rwla	356	17	links	link	NNS
cord-032684-muh5rwla	356	18	to	to	IN
cord-032684-muh5rwla	356	19	the	the	DT
cord-032684-muh5rwla	356	20	advertisements	advertisement	NNS
cord-032684-muh5rwla	356	21	or	or	CC
cord-032684-muh5rwla	356	22	loans	loan	NNS
cord-032684-muh5rwla	356	23	or	or	CC
cord-032684-muh5rwla	356	24	some	some	DT
cord-032684-muh5rwla	356	25	other	other	JJ
cord-032684-muh5rwla	356	26	irrelevant	irrelevant	JJ
cord-032684-muh5rwla	356	27	content	content	NN
cord-032684-muh5rwla	356	28	,	,	,
cord-032684-muh5rwla	356	29	etc	etc	FW
cord-032684-muh5rwla	356	30	.	.	.
cord-032684-muh5rwla	357	1	,	,	,
cord-032684-muh5rwla	357	2	is	be	VBZ
cord-032684-muh5rwla	357	3	called	call	VBN
cord-032684-muh5rwla	357	4	spam	spam	NN
cord-032684-muh5rwla	357	5	tweet	tweet	NN
cord-032684-muh5rwla	357	6	.	.	.
cord-032684-muh5rwla	358	1	After	after	IN
cord-032684-muh5rwla	358	2	removing	remove	VBG
cord-032684-muh5rwla	358	3	the	the	DT
cord-032684-muh5rwla	358	4	fake	fake	JJ
cord-032684-muh5rwla	358	5	and	and	CC
cord-032684-muh5rwla	358	6	spam	spam	NN
cord-032684-muh5rwla	358	7	tweets	tweet	NNS
cord-032684-muh5rwla	358	8	from	from	IN
cord-032684-muh5rwla	358	9	the	the	DT
cord-032684-muh5rwla	358	10	relevant	relevant	JJ
cord-032684-muh5rwla	358	11	tweets	tweet	NNS
cord-032684-muh5rwla	358	12	,	,	,
cord-032684-muh5rwla	358	13	the	the	DT
cord-032684-muh5rwla	358	14	resultant	resultant	JJ
cord-032684-muh5rwla	358	15	tweets	tweet	NNS
cord-032684-muh5rwla	358	16	are	be	VBP
cord-032684-muh5rwla	358	17	passed	pass	VBN
cord-032684-muh5rwla	358	18	to	to	IN
cord-032684-muh5rwla	358	19	the	the	DT
cord-032684-muh5rwla	358	20	model	model	NN
cord-032684-muh5rwla	358	21	for	for	IN
cord-032684-muh5rwla	358	22	identifying	identify	VBG
cord-032684-muh5rwla	358	23	the	the	DT
cord-032684-muh5rwla	358	24	resource	resource	NN
cord-032684-muh5rwla	358	25	tweets	tweet	NNS
cord-032684-muh5rwla	358	26	during	during	IN
cord-032684-muh5rwla	358	27	the	the	DT
cord-032684-muh5rwla	358	28	disaster	disaster	NN
cord-032684-muh5rwla	358	29	.	.	.
cord-032684-muh5rwla	359	1	Detection	detection	NN
cord-032684-muh5rwla	359	2	of	of	IN
cord-032684-muh5rwla	359	3	the	the	DT
cord-032684-muh5rwla	359	4	NAR	NAR	NNP
cord-032684-muh5rwla	359	5	tweets	tweet	NNS
cord-032684-muh5rwla	359	6	during	during	IN
cord-032684-muh5rwla	359	7	a	a	DT
cord-032684-muh5rwla	359	8	disaster	disaster	NN
cord-032684-muh5rwla	359	9	is	be	VBZ
cord-032684-muh5rwla	359	10	a	a	DT
cord-032684-muh5rwla	359	11	difficult	difficult	JJ
cord-032684-muh5rwla	359	12	task	task	NN
cord-032684-muh5rwla	359	13	due	due	IN
cord-032684-muh5rwla	359	14	to	to	IN
cord-032684-muh5rwla	359	15	different	different	JJ
cord-032684-muh5rwla	359	16	kinds	kind	NNS
cord-032684-muh5rwla	359	17	of	of	IN
cord-032684-muh5rwla	359	18	tweets	tweet	NNS
cord-032684-muh5rwla	359	19	are	be	VBP
cord-032684-muh5rwla	359	20	posted	post	VBN
cord-032684-muh5rwla	359	21	related	relate	VBN
cord-032684-muh5rwla	359	22	to	to	IN
cord-032684-muh5rwla	359	23	the	the	DT
cord-032684-muh5rwla	359	24	disaster	disaster	NN
cord-032684-muh5rwla	359	25	.	.	.
cord-032684-muh5rwla	360	1	A	a	DT
cord-032684-muh5rwla	360	2	model	model	NN
cord-032684-muh5rwla	360	3	is	be	VBZ
cord-032684-muh5rwla	360	4	proposed	propose	VBN
cord-032684-muh5rwla	360	5	for	for	IN
cord-032684-muh5rwla	360	6	identifying	identify	VBG
cord-032684-muh5rwla	360	7	the	the	DT
cord-032684-muh5rwla	360	8	NAR	NAR	NNP
cord-032684-muh5rwla	360	9	tweets	tweet	NNS
cord-032684-muh5rwla	360	10	during	during	IN
cord-032684-muh5rwla	360	11	a	a	DT
cord-032684-muh5rwla	360	12	disaster	disaster	NN
cord-032684-muh5rwla	360	13	.	.	.
cord-032684-muh5rwla	361	1	The	the	DT
cord-032684-muh5rwla	361	2	results	result	NNS
cord-032684-muh5rwla	361	3	suggest	suggest	VBP
cord-032684-muh5rwla	361	4	the	the	DT
cord-032684-muh5rwla	361	5	idea	idea	NN
cord-032684-muh5rwla	361	6	that	that	IN
cord-032684-muh5rwla	361	7	the	the	DT
cord-032684-muh5rwla	361	8	stacking	stacking	NN
cord-032684-muh5rwla	361	9	of	of	IN
cord-032684-muh5rwla	361	10	a	a	DT
cord-032684-muh5rwla	361	11	convolutional	convolutional	JJ
cord-032684-muh5rwla	361	12	neural	neural	JJ
cord-032684-muh5rwla	361	13	network	network	NN
cord-032684-muh5rwla	361	14	with	with	IN
cord-032684-muh5rwla	361	15	traditional	traditional	JJ
cord-032684-muh5rwla	361	16	feature	feature	NN
cord-032684-muh5rwla	361	17	-	-	HYPH
cord-032684-muh5rwla	361	18	based	base	VBN
cord-032684-muh5rwla	361	19	classifiers	classifier	NNS
cord-032684-muh5rwla	361	20	is	be	VBZ
cord-032684-muh5rwla	361	21	useful	useful	JJ
cord-032684-muh5rwla	361	22	for	for	IN
cord-032684-muh5rwla	361	23	detecting	detect	VBG
cord-032684-muh5rwla	361	24	the	the	DT
cord-032684-muh5rwla	361	25	NAR	NAR	NNP
cord-032684-muh5rwla	361	26	tweets	tweet	NNS
cord-032684-muh5rwla	361	27	.	.	.
cord-032684-muh5rwla	362	1	The	the	DT
cord-032684-muh5rwla	362	2	results	result	NNS
cord-032684-muh5rwla	362	3	also	also	RB
cord-032684-muh5rwla	362	4	suggest	suggest	VBP
cord-032684-muh5rwla	362	5	that	that	IN
cord-032684-muh5rwla	362	6	the	the	DT
cord-032684-muh5rwla	362	7	combination	combination	NN
cord-032684-muh5rwla	362	8	of	of	IN
cord-032684-muh5rwla	362	9	CNN	CNN	NNP
cord-032684-muh5rwla	362	10	,	,	,
cord-032684-muh5rwla	362	11	KNN	KNN	NNP
cord-032684-muh5rwla	362	12	and	and	CC
cord-032684-muh5rwla	362	13	SVM	SVM	NNP
cord-032684-muh5rwla	362	14	(	(	-LRB-
cord-032684-muh5rwla	362	15	CKS	CKS	NNP
cord-032684-muh5rwla	362	16	)	)	-RRB-
cord-032684-muh5rwla	362	17	with	with	IN
cord-032684-muh5rwla	362	18	domain	domain	NN
cord-032684-muh5rwla	362	19	-	-	HYPH
cord-032684-muh5rwla	362	20	specific	specific	JJ
cord-032684-muh5rwla	362	21	features	feature	NNS
cord-032684-muh5rwla	362	22	outperform	outperform	VBP
cord-032684-muh5rwla	362	23	the	the	DT
cord-032684-muh5rwla	362	24	other	other	JJ
cord-032684-muh5rwla	362	25	combinations	combination	NNS
cord-032684-muh5rwla	362	26	.	.	.
cord-032684-muh5rwla	363	1	Also	also	RB
cord-032684-muh5rwla	363	2	,	,	,
cord-032684-muh5rwla	363	3	the	the	DT
cord-032684-muh5rwla	363	4	proposed	propose	VBN
cord-032684-muh5rwla	363	5	method	method	NN
cord-032684-muh5rwla	363	6	outperforms	outperform	VBZ
cord-032684-muh5rwla	363	7	the	the	DT
cord-032684-muh5rwla	363	8	existing	exist	VBG
cord-032684-muh5rwla	363	9	methods	method	NNS
cord-032684-muh5rwla	363	10	on	on	IN
cord-032684-muh5rwla	363	11	Nepal	Nepal	NNP
cord-032684-muh5rwla	363	12	and	and	CC
cord-032684-muh5rwla	363	13	Italy	Italy	NNP
cord-032684-muh5rwla	363	14	earthquake	earthquake	NN
cord-032684-muh5rwla	363	15	datasets	dataset	NNS
cord-032684-muh5rwla	363	16	.	.	.
cord-032684-muh5rwla	364	1	Furthermore	furthermore	RB
cord-032684-muh5rwla	364	2	,	,	,
cord-032684-muh5rwla	364	3	we	-PRON-	PRP
cord-032684-muh5rwla	364	4	discussed	discuss	VBD
cord-032684-muh5rwla	364	5	the	the	DT
cord-032684-muh5rwla	364	6	application	application	NN
cord-032684-muh5rwla	364	7	of	of	IN
cord-032684-muh5rwla	364	8	the	the	DT
cord-032684-muh5rwla	364	9	proposed	propose	VBN
cord-032684-muh5rwla	364	10	method	method	NN
cord-032684-muh5rwla	364	11	for	for	IN
cord-032684-muh5rwla	364	12	real	real	JJ
cord-032684-muh5rwla	364	13	-	-	HYPH
cord-032684-muh5rwla	364	14	time	time	NN
cord-032684-muh5rwla	364	15	scenarios	scenario	NNS
cord-032684-muh5rwla	364	16	like	like	IN
cord-032684-muh5rwla	364	17	the	the	DT
cord-032684-muh5rwla	364	18	COVID-19	COVID-19	NNP
cord-032684-muh5rwla	364	19	outbreak	outbreak	NN
cord-032684-muh5rwla	364	20	.	.	.
cord-032684-muh5rwla	365	1	In	in	IN
cord-032684-muh5rwla	365	2	future	future	JJ
cord-032684-muh5rwla	365	3	work	work	NN
cord-032684-muh5rwla	365	4	,	,	,
cord-032684-muh5rwla	365	5	the	the	DT
cord-032684-muh5rwla	365	6	accuracy	accuracy	NN
cord-032684-muh5rwla	365	7	of	of	IN
cord-032684-muh5rwla	365	8	the	the	DT
cord-032684-muh5rwla	365	9	model	model	NN
cord-032684-muh5rwla	365	10	is	be	VBZ
cord-032684-muh5rwla	365	11	improved	improve	VBN
cord-032684-muh5rwla	365	12	by	by	IN
cord-032684-muh5rwla	365	13	using	use	VBG
cord-032684-muh5rwla	365	14	other	other	JJ
cord-032684-muh5rwla	365	15	deep	deep	JJ
cord-032684-muh5rwla	365	16	learning	learning	NN
cord-032684-muh5rwla	365	17	models	model	NNS
cord-032684-muh5rwla	365	18	to	to	TO
cord-032684-muh5rwla	365	19	detect	detect	VB
cord-032684-muh5rwla	365	20	NAR	NAR	NNP
cord-032684-muh5rwla	365	21	tweets	tweet	NNS
cord-032684-muh5rwla	365	22	during	during	IN
cord-032684-muh5rwla	365	23	a	a	DT
cord-032684-muh5rwla	365	24	disaster	disaster	NN
cord-032684-muh5rwla	365	25	.	.	.
cord-032684-muh5rwla	366	1	Identifying	identify	VBG
cord-032684-muh5rwla	366	2	post	post	JJ
cord-032684-muh5rwla	366	3	-	-	JJ
cord-032684-muh5rwla	366	4	disaster	disaster	JJ
cord-032684-muh5rwla	366	5	resource	resource	NN
cord-032684-muh5rwla	366	6	needs	need	NNS
cord-032684-muh5rwla	366	7	and	and	CC
cord-032684-muh5rwla	366	8	availabilities	availability	NNS
cord-032684-muh5rwla	366	9	from	from	IN
cord-032684-muh5rwla	366	10	microblogs	microblogs	NNP
cord-032684-muh5rwla	366	11	Resource	Resource	NNP
cord-032684-muh5rwla	366	12	mapping	mapping	NN
cord-032684-muh5rwla	366	13	during	during	IN
cord-032684-muh5rwla	366	14	a	a	DT
cord-032684-muh5rwla	366	15	natural	natural	JJ
cord-032684-muh5rwla	366	16	disaster	disaster	NN
cord-032684-muh5rwla	366	17	:	:	:
cord-032684-muh5rwla	366	18	A	a	DT
cord-032684-muh5rwla	366	19	case	case	NN
cord-032684-muh5rwla	366	20	study	study	NN
cord-032684-muh5rwla	366	21	on	on	IN
cord-032684-muh5rwla	366	22	the	the	DT
cord-032684-muh5rwla	366	23	2015	2015	CD
cord-032684-muh5rwla	366	24	Nepal	Nepal	NNP
cord-032684-muh5rwla	366	25	earthquake	earthquake	NN
cord-032684-muh5rwla	366	26	Extracting	extract	VBG
cord-032684-muh5rwla	366	27	resource	resource	NN
cord-032684-muh5rwla	366	28	needs	need	NNS
cord-032684-muh5rwla	366	29	and	and	CC
cord-032684-muh5rwla	366	30	availabilities	availability	NNS
cord-032684-muh5rwla	366	31	from	from	IN
cord-032684-muh5rwla	366	32	microblogs	microblogs	NNP
cord-032684-muh5rwla	366	33	for	for	IN
cord-032684-muh5rwla	366	34	aiding	aid	VBG
cord-032684-muh5rwla	366	35	post	post	JJ
cord-032684-muh5rwla	366	36	-	-	JJ
cord-032684-muh5rwla	366	37	disaster	disaster	JJ
cord-032684-muh5rwla	366	38	relief	relief	NN
cord-032684-muh5rwla	366	39	operations	operation	NNS
cord-032684-muh5rwla	366	40	Natural	natural	JJ
cord-032684-muh5rwla	366	41	language	language	NN
cord-032684-muh5rwla	366	42	processing	processing	NN
cord-032684-muh5rwla	366	43	(	(	-LRB-
cord-032684-muh5rwla	366	44	almost	almost	RB
cord-032684-muh5rwla	366	45	)	)	-RRB-
cord-032684-muh5rwla	366	46	from	from	IN
cord-032684-muh5rwla	366	47	scratch	scratch	NN
cord-032684-muh5rwla	367	1	Approximate	approximate	JJ
cord-032684-muh5rwla	367	2	statistical	statistical	JJ
cord-032684-muh5rwla	367	3	tests	test	NNS
cord-032684-muh5rwla	367	4	for	for	IN
cord-032684-muh5rwla	367	5	comparing	compare	VBG
cord-032684-muh5rwla	367	6	supervised	supervise	VBN
cord-032684-muh5rwla	367	7	classification	classification	NN
cord-032684-muh5rwla	367	8	learning	learn	VBG
cord-032684-muh5rwla	367	9	algorithms	algorithm	NNS
cord-032684-muh5rwla	367	10	Utilizing	utilize	VBG
cord-032684-muh5rwla	367	11	microblogs	microblogs	NNP
cord-032684-muh5rwla	367	12	for	for	IN
cord-032684-muh5rwla	367	13	assisting	assist	VBG
cord-032684-muh5rwla	367	14	post	post	JJ
cord-032684-muh5rwla	367	15	-	-	JJ
cord-032684-muh5rwla	367	16	disaster	disaster	JJ
cord-032684-muh5rwla	367	17	relief	relief	NN
cord-032684-muh5rwla	367	18	operations	operation	NNS
cord-032684-muh5rwla	367	19	via	via	IN
cord-032684-muh5rwla	367	20	matching	match	VBG
cord-032684-muh5rwla	367	21	resource	resource	NN
cord-032684-muh5rwla	367	22	needs	need	NNS
cord-032684-muh5rwla	367	23	and	and	CC
cord-032684-muh5rwla	367	24	availabilities	availability	NNS
cord-032684-muh5rwla	368	1	Contextual	contextual	JJ
cord-032684-muh5rwla	368	2	word	word	NN
cord-032684-muh5rwla	368	3	embedding	embedding	NN
cord-032684-muh5rwla	368	4	:	:	:
cord-032684-muh5rwla	368	5	a	a	DT
cord-032684-muh5rwla	368	6	case	case	NN
cord-032684-muh5rwla	368	7	study	study	NN
cord-032684-muh5rwla	368	8	in	in	IN
cord-032684-muh5rwla	368	9	clustering	cluster	VBG
cord-032684-muh5rwla	368	10	tweets	tweet	NNS
cord-032684-muh5rwla	368	11	about	about	IN
cord-032684-muh5rwla	368	12	emergency	emergency	NN
cord-032684-muh5rwla	368	13	situations	situation	NNS
cord-032684-muh5rwla	369	1	A	a	DT
cord-032684-muh5rwla	369	2	framework	framework	NN
cord-032684-muh5rwla	369	3	for	for	IN
cord-032684-muh5rwla	369	4	real	real	JJ
cord-032684-muh5rwla	369	5	-	-	HYPH
cord-032684-muh5rwla	369	6	time	time	NN
cord-032684-muh5rwla	369	7	spam	spam	NN
cord-032684-muh5rwla	369	8	detection	detection	NN
cord-032684-muh5rwla	369	9	in	in	IN
cord-032684-muh5rwla	369	10	twitter	twitter	NNP
cord-032684-muh5rwla	369	11	Aidr	Aidr	NNP
cord-032684-muh5rwla	369	12	:	:	:
cord-032684-muh5rwla	369	13	Artificial	artificial	JJ
cord-032684-muh5rwla	369	14	intelligence	intelligence	NN
cord-032684-muh5rwla	369	15	for	for	IN
cord-032684-muh5rwla	369	16	disaster	disaster	NN
cord-032684-muh5rwla	369	17	response	response	NN
cord-032684-muh5rwla	370	1	Processing	process	VBG
cord-032684-muh5rwla	370	2	social	social	JJ
cord-032684-muh5rwla	370	3	media	medium	NNS
cord-032684-muh5rwla	370	4	messages	message	NNS
cord-032684-muh5rwla	370	5	in	in	IN
cord-032684-muh5rwla	370	6	mass	mass	JJ
cord-032684-muh5rwla	370	7	emergency	emergency	NN
cord-032684-muh5rwla	370	8	A	a	DT
cord-032684-muh5rwla	370	9	survey	survey	NN
cord-032684-muh5rwla	371	1	Microblog	Microblog	NNP
cord-032684-muh5rwla	371	2	retrieval	retrieval	NN
cord-032684-muh5rwla	371	3	for	for	IN
cord-032684-muh5rwla	371	4	post	post	JJ
cord-032684-muh5rwla	371	5	-	-	JJ
cord-032684-muh5rwla	371	6	disaster	disaster	JJ
cord-032684-muh5rwla	371	7	relief	relief	NN
cord-032684-muh5rwla	371	8	:	:	:
cord-032684-muh5rwla	372	1	Applying	apply	VBG
cord-032684-muh5rwla	372	2	and	and	CC
cord-032684-muh5rwla	372	3	comparing	compare	VBG
cord-032684-muh5rwla	372	4	neural	neural	JJ
cord-032684-muh5rwla	372	5	ir	ir	NNP
cord-032684-muh5rwla	372	6	models	model	NNS
cord-032684-muh5rwla	372	7	Convolutional	Convolutional	NNP
cord-032684-muh5rwla	372	8	neural	neural	JJ
cord-032684-muh5rwla	372	9	networks	network	NNS
cord-032684-muh5rwla	372	10	for	for	IN
cord-032684-muh5rwla	372	11	sentence	sentence	NN
cord-032684-muh5rwla	372	12	classification	classification	NN
cord-032684-muh5rwla	372	13	Characterizing	characterize	VBG
cord-032684-muh5rwla	372	14	the	the	DT
cord-032684-muh5rwla	372	15	propagation	propagation	NN
cord-032684-muh5rwla	372	16	of	of	IN
cord-032684-muh5rwla	372	17	situational	situational	JJ
cord-032684-muh5rwla	372	18	information	information	NN
cord-032684-muh5rwla	372	19	in	in	IN
cord-032684-muh5rwla	372	20	social	social	JJ
cord-032684-muh5rwla	372	21	media	medium	NNS
cord-032684-muh5rwla	372	22	during	during	IN
cord-032684-muh5rwla	372	23	covid-19	covid-19	JJ
cord-032684-muh5rwla	372	24	epidemic	epidemic	NN
cord-032684-muh5rwla	372	25	A	a	DT
cord-032684-muh5rwla	372	26	case	case	NN
cord-032684-muh5rwla	372	27	study	study	NN
cord-032684-muh5rwla	372	28	on	on	IN
cord-032684-muh5rwla	372	29	weibo	weibo	NNP
cord-032684-muh5rwla	372	30	Detecting	detect	VBG
cord-032684-muh5rwla	372	31	informative	informative	JJ
cord-032684-muh5rwla	372	32	tweets	tweet	NNS
cord-032684-muh5rwla	372	33	during	during	IN
cord-032684-muh5rwla	372	34	disaster	disaster	NN
cord-032684-muh5rwla	372	35	using	use	VBG
cord-032684-muh5rwla	372	36	deep	deep	JJ
cord-032684-muh5rwla	372	37	neural	neural	JJ
cord-032684-muh5rwla	372	38	networks	network	NNS
cord-032684-muh5rwla	372	39	Identification	identification	NN
cord-032684-muh5rwla	372	40	of	of	IN
cord-032684-muh5rwla	372	41	relevant	relevant	JJ
cord-032684-muh5rwla	372	42	hashtags	hashtag	NNS
cord-032684-muh5rwla	372	43	for	for	IN
cord-032684-muh5rwla	372	44	planned	planned	JJ
cord-032684-muh5rwla	372	45	events	event	NNS
cord-032684-muh5rwla	372	46	using	use	VBG
cord-032684-muh5rwla	372	47	learning	learn	VBG
cord-032684-muh5rwla	372	48	to	to	TO
cord-032684-muh5rwla	372	49	rank	rank	VB
cord-032684-muh5rwla	372	50	An	an	DT
cord-032684-muh5rwla	372	51	ensemble	ensemble	NN
cord-032684-muh5rwla	372	52	based	base	VBN
cord-032684-muh5rwla	372	53	method	method	NN
cord-032684-muh5rwla	372	54	for	for	IN
cord-032684-muh5rwla	372	55	predicting	predict	VBG
cord-032684-muh5rwla	372	56	emotion	emotion	NN
cord-032684-muh5rwla	372	57	intensity	intensity	NN
cord-032684-muh5rwla	372	58	of	of	IN
cord-032684-muh5rwla	372	59	tweets	tweet	NNS
cord-032684-muh5rwla	373	1	Nsemo	nsemo	JJ
cord-032684-muh5rwla	373	2	at	at	IN
cord-032684-muh5rwla	373	3	emoint-2017	emoint-2017	NNP
cord-032684-muh5rwla	373	4	:	:	:
cord-032684-muh5rwla	373	5	an	an	DT
cord-032684-muh5rwla	373	6	ensemble	ensemble	NN
cord-032684-muh5rwla	373	7	to	to	TO
cord-032684-muh5rwla	373	8	predict	predict	VB
cord-032684-muh5rwla	373	9	emotion	emotion	NN
cord-032684-muh5rwla	373	10	intensity	intensity	NN
cord-032684-muh5rwla	373	11	in	in	IN
cord-032684-muh5rwla	373	12	tweets	tweet	NNS
cord-032684-muh5rwla	373	13	Exploiting	exploit	VBG
cord-032684-muh5rwla	373	14	meta	meta	JJ
cord-032684-muh5rwla	373	15	attributes	attribute	NNS
cord-032684-muh5rwla	373	16	for	for	IN
cord-032684-muh5rwla	373	17	identifying	identify	VBG
cord-032684-muh5rwla	373	18	event	event	NN
cord-032684-muh5rwla	373	19	related	relate	VBN
cord-032684-muh5rwla	373	20	hashtags	hashtag	NNS
cord-032684-muh5rwla	373	21	A	a	DT
cord-032684-muh5rwla	373	22	neural	neural	JJ
cord-032684-muh5rwla	373	23	network	network	NN
cord-032684-muh5rwla	373	24	-	-	HYPH
cord-032684-muh5rwla	373	25	based	base	VBN
cord-032684-muh5rwla	373	26	ensemble	ensemble	NN
cord-032684-muh5rwla	373	27	approach	approach	NN
cord-032684-muh5rwla	373	28	for	for	IN
cord-032684-muh5rwla	373	29	spam	spam	NN
cord-032684-muh5rwla	373	30	detection	detection	NN
cord-032684-muh5rwla	373	31	in	in	IN
cord-032684-muh5rwla	373	32	twitter	twitter	NNP
cord-032684-muh5rwla	373	33	Chi	Chi	NNP
cord-032684-muh5rwla	373	34	square	square	JJ
cord-032684-muh5rwla	373	35	feature	feature	NN
cord-032684-muh5rwla	373	36	extraction	extraction	NN
cord-032684-muh5rwla	373	37	based	base	VBN
cord-032684-muh5rwla	373	38	svms	svms	NNP
cord-032684-muh5rwla	373	39	arabic	arabic	NNP
cord-032684-muh5rwla	373	40	language	language	NN
cord-032684-muh5rwla	373	41	text	text	NN
cord-032684-muh5rwla	373	42	categorization	categorization	NN
cord-032684-muh5rwla	373	43	system	system	NN
cord-032684-muh5rwla	373	44	Finding	finding	NN
cord-032684-muh5rwla	373	45	requests	request	NNS
cord-032684-muh5rwla	373	46	in	in	IN
cord-032684-muh5rwla	373	47	social	social	JJ
cord-032684-muh5rwla	373	48	media	medium	NNS
cord-032684-muh5rwla	373	49	for	for	IN
cord-032684-muh5rwla	373	50	disaster	disaster	NN
cord-032684-muh5rwla	373	51	relief	relief	NN
cord-032684-muh5rwla	373	52	Rapid	Rapid	NNP
cord-032684-muh5rwla	373	53	classification	classification	NN
cord-032684-muh5rwla	373	54	of	of	IN
cord-032684-muh5rwla	373	55	crisis	crisis	NN
cord-032684-muh5rwla	373	56	-	-	HYPH
cord-032684-muh5rwla	373	57	related	relate	VBN
cord-032684-muh5rwla	373	58	data	datum	NNS
cord-032684-muh5rwla	373	59	on	on	IN
cord-032684-muh5rwla	373	60	social	social	JJ
cord-032684-muh5rwla	373	61	networks	network	NNS
cord-032684-muh5rwla	373	62	using	use	VBG
cord-032684-muh5rwla	373	63	convolutional	convolutional	NN
cord-032684-muh5rwla	373	64	neural	neural	JJ
cord-032684-muh5rwla	373	65	networks	network	NNS
cord-032684-muh5rwla	374	1	Scikit	Scikit	NNP
cord-032684-muh5rwla	374	2	-	-	HYPH
cord-032684-muh5rwla	374	3	learn	learn	VB
cord-032684-muh5rwla	374	4	:	:	:
cord-032684-muh5rwla	374	5	Machine	machine	NN
cord-032684-muh5rwla	374	6	learning	learn	VBG
cord-032684-muh5rwla	374	7	in	in	IN
cord-032684-muh5rwla	374	8	Python	Python	NNP
cord-032684-muh5rwla	374	9	Ranking	Ranking	NNP
cord-032684-muh5rwla	374	10	and	and	CC
cord-032684-muh5rwla	374	11	grouping	group	VBG
cord-032684-muh5rwla	374	12	social	social	JJ
cord-032684-muh5rwla	374	13	media	medium	NNS
cord-032684-muh5rwla	374	14	requests	request	NNS
cord-032684-muh5rwla	374	15	for	for	IN
cord-032684-muh5rwla	374	16	emergency	emergency	NN
cord-032684-muh5rwla	374	17	services	service	NNS
cord-032684-muh5rwla	374	18	using	use	VBG
cord-032684-muh5rwla	374	19	serviceability	serviceability	NN
cord-032684-muh5rwla	374	20	model	model	NN
cord-032684-muh5rwla	374	21	Geocov19	Geocov19	NNP
cord-032684-muh5rwla	374	22	:	:	:
cord-032684-muh5rwla	375	1	a	a	DT
cord-032684-muh5rwla	375	2	dataset	dataset	NN
cord-032684-muh5rwla	375	3	of	of	IN
cord-032684-muh5rwla	375	4	hundreds	hundred	NNS
cord-032684-muh5rwla	375	5	of	of	IN
cord-032684-muh5rwla	375	6	millions	million	NNS
cord-032684-muh5rwla	375	7	of	of	IN
cord-032684-muh5rwla	375	8	multilingual	multilingual	JJ
cord-032684-muh5rwla	375	9	covid-19	covid-19	NN
cord-032684-muh5rwla	375	10	tweets	tweet	NNS
cord-032684-muh5rwla	375	11	with	with	IN
cord-032684-muh5rwla	375	12	location	location	NN
cord-032684-muh5rwla	375	13	information	information	NN
cord-032684-muh5rwla	376	1	Fake	fake	JJ
cord-032684-muh5rwla	376	2	and	and	CC
cord-032684-muh5rwla	376	3	spam	spam	JJ
cord-032684-muh5rwla	376	4	messages	message	NNS
cord-032684-muh5rwla	376	5	:	:	:
cord-032684-muh5rwla	376	6	Detecting	detect	VBG
cord-032684-muh5rwla	376	7	misinformation	misinformation	NN
cord-032684-muh5rwla	376	8	during	during	IN
cord-032684-muh5rwla	376	9	natural	natural	JJ
cord-032684-muh5rwla	376	10	disasters	disaster	NNS
cord-032684-muh5rwla	376	11	on	on	IN
cord-032684-muh5rwla	376	12	social	social	JJ
cord-032684-muh5rwla	376	13	media	medium	NNS
cord-032684-muh5rwla	376	14	Convolutional	Convolutional	NNP
cord-032684-muh5rwla	376	15	neural	neural	JJ
cord-032684-muh5rwla	376	16	networks	network	NNS
cord-032684-muh5rwla	376	17	for	for	IN
cord-032684-muh5rwla	376	18	biomedical	biomedical	JJ
cord-032684-muh5rwla	376	19	text	text	NN
cord-032684-muh5rwla	376	20	classification	classification	NN
cord-032684-muh5rwla	376	21	:	:	:
cord-032684-muh5rwla	376	22	application	application	NN
cord-032684-muh5rwla	376	23	in	in	IN
cord-032684-muh5rwla	376	24	indexing	index	VBG
cord-032684-muh5rwla	376	25	biomedical	biomedical	JJ
cord-032684-muh5rwla	376	26	articles	article	NNS
cord-032684-muh5rwla	376	27	Extracting	extract	VBG
cord-032684-muh5rwla	376	28	situational	situational	JJ
cord-032684-muh5rwla	376	29	information	information	NN
cord-032684-muh5rwla	376	30	from	from	IN
cord-032684-muh5rwla	376	31	microblogs	microblogs	NNP
cord-032684-muh5rwla	376	32	during	during	IN
cord-032684-muh5rwla	376	33	disaster	disaster	NN
cord-032684-muh5rwla	376	34	events	event	NNS
cord-032684-muh5rwla	376	35	:	:	:
cord-032684-muh5rwla	376	36	a	a	DT
cord-032684-muh5rwla	376	37	classification	classification	NN
cord-032684-muh5rwla	376	38	-	-	HYPH
cord-032684-muh5rwla	376	39	summarization	summarization	NN
cord-032684-muh5rwla	376	40	approach	approach	NN
cord-032684-muh5rwla	376	41	Characterizing	characterize	VBG
cord-032684-muh5rwla	376	42	communal	communal	JJ
cord-032684-muh5rwla	376	43	microblogs	microblogs	NN
cord-032684-muh5rwla	376	44	during	during	IN
cord-032684-muh5rwla	376	45	disaster	disaster	NN
cord-032684-muh5rwla	376	46	events	event	NNS
cord-032684-muh5rwla	376	47	Extracting	extract	VBG
cord-032684-muh5rwla	376	48	and	and	CC
cord-032684-muh5rwla	376	49	summarizing	summarize	VBG
cord-032684-muh5rwla	376	50	situational	situational	JJ
cord-032684-muh5rwla	376	51	information	information	NN
cord-032684-muh5rwla	376	52	from	from	IN
cord-032684-muh5rwla	376	53	the	the	DT
cord-032684-muh5rwla	376	54	twitter	twitter	NNP
cord-032684-muh5rwla	376	55	social	social	JJ
cord-032684-muh5rwla	376	56	media	medium	NNS
cord-032684-muh5rwla	376	57	during	during	IN
cord-032684-muh5rwla	376	58	disasters	disaster	NNS
cord-032684-muh5rwla	376	59	Characterizing	characterize	VBG
cord-032684-muh5rwla	376	60	and	and	CC
cord-032684-muh5rwla	376	61	countering	counter	VBG
cord-032684-muh5rwla	376	62	communal	communal	JJ
cord-032684-muh5rwla	376	63	microblogs	microblogs	NN
cord-032684-muh5rwla	376	64	during	during	IN
cord-032684-muh5rwla	376	65	disaster	disaster	NN
cord-032684-muh5rwla	376	66	events	event	NNS
cord-032684-muh5rwla	377	1	Tweet	Tweet	NNP
cord-032684-muh5rwla	377	2	analysis	analysis	NN
cord-032684-muh5rwla	377	3	for	for	IN
cord-032684-muh5rwla	377	4	real	real	JJ
cord-032684-muh5rwla	377	5	-	-	HYPH
cord-032684-muh5rwla	377	6	time	time	NN
cord-032684-muh5rwla	377	7	event	event	NN
cord-032684-muh5rwla	377	8	detection	detection	NN
cord-032684-muh5rwla	377	9	and	and	CC
cord-032684-muh5rwla	377	10	earthquake	earthquake	NN
cord-032684-muh5rwla	377	11	reporting	report	VBG
cord-032684-muh5rwla	377	12	system	system	NN
cord-032684-muh5rwla	377	13	development	development	NN
cord-032684-muh5rwla	377	14	Curating	curate	VBG
cord-032684-muh5rwla	377	15	resource	resource	NN
cord-032684-muh5rwla	377	16	needs	need	NNS
cord-032684-muh5rwla	377	17	and	and	CC
cord-032684-muh5rwla	377	18	availabilities	availability	NNS
cord-032684-muh5rwla	377	19	from	from	IN
cord-032684-muh5rwla	377	20	microblog	microblog	NN
cord-032684-muh5rwla	377	21	during	during	IN
cord-032684-muh5rwla	377	22	a	a	DT
cord-032684-muh5rwla	377	23	natural	natural	JJ
cord-032684-muh5rwla	377	24	disaster	disaster	NN
cord-032684-muh5rwla	377	25	:	:	:
cord-032684-muh5rwla	378	1	A	a	DT
cord-032684-muh5rwla	378	2	case	case	NN
cord-032684-muh5rwla	378	3	study	study	NN
cord-032684-muh5rwla	378	4	on	on	IN
cord-032684-muh5rwla	378	5	the	the	DT
cord-032684-muh5rwla	378	6	2015	2015	CD
cord-032684-muh5rwla	378	7	chennai	chennai	NNP
cord-032684-muh5rwla	378	8	floods	flood	NNS
cord-032684-muh5rwla	378	9	Convolutional	Convolutional	NNP
cord-032684-muh5rwla	378	10	-	-	HYPH
cord-032684-muh5rwla	378	11	recursive	recursive	JJ
cord-032684-muh5rwla	378	12	deep	deep	JJ
cord-032684-muh5rwla	378	13	learning	learning	NN
cord-032684-muh5rwla	378	14	for	for	IN
cord-032684-muh5rwla	378	15	3d	3d	JJ
cord-032684-muh5rwla	378	16	object	object	NN
cord-032684-muh5rwla	378	17	classification	classification	NN
cord-032684-muh5rwla	378	18	Mining	Mining	NNP
cord-032684-muh5rwla	378	19	informative	informative	JJ
cord-032684-muh5rwla	378	20	words	word	NNS
cord-032684-muh5rwla	378	21	from	from	IN
cord-032684-muh5rwla	378	22	the	the	DT
cord-032684-muh5rwla	378	23	tweets	tweet	NNS
cord-032684-muh5rwla	378	24	for	for	IN
cord-032684-muh5rwla	378	25	detecting	detect	VBG
cord-032684-muh5rwla	378	26	the	the	DT
cord-032684-muh5rwla	378	27	resources	resource	NNS
cord-032684-muh5rwla	378	28	during	during	IN
cord-032684-muh5rwla	378	29	disaster	disaster	NN
cord-032684-muh5rwla	378	30	A	a	DT
cord-032684-muh5rwla	378	31	survey	survey	NN
cord-032684-muh5rwla	378	32	on	on	IN
cord-032684-muh5rwla	378	33	event	event	NN
cord-032684-muh5rwla	378	34	detection	detection	NN
cord-032684-muh5rwla	378	35	methods	method	NNS
cord-032684-muh5rwla	378	36	on	on	IN
cord-032684-muh5rwla	378	37	various	various	JJ
cord-032684-muh5rwla	378	38	social	social	JJ
cord-032684-muh5rwla	378	39	media	medium	NNS
cord-032684-muh5rwla	378	40	Dropout	dropout	NN
cord-032684-muh5rwla	378	41	:	:	:
cord-032684-muh5rwla	378	42	a	a	DT
cord-032684-muh5rwla	378	43	simple	simple	JJ
cord-032684-muh5rwla	378	44	way	way	NN
cord-032684-muh5rwla	378	45	to	to	TO
cord-032684-muh5rwla	378	46	prevent	prevent	VB
cord-032684-muh5rwla	378	47	neural	neural	JJ
cord-032684-muh5rwla	378	48	networks	network	NNS
cord-032684-muh5rwla	378	49	from	from	IN
cord-032684-muh5rwla	378	50	overfitting	overfitte	VBG
cord-032684-muh5rwla	378	51	Analysis	analysis	NN
cord-032684-muh5rwla	378	52	and	and	CC
cord-032684-muh5rwla	378	53	visualization	visualization	NN
cord-032684-muh5rwla	378	54	of	of	IN
cord-032684-muh5rwla	378	55	sentiment	sentiment	NN
cord-032684-muh5rwla	378	56	and	and	CC
cord-032684-muh5rwla	378	57	emotion	emotion	NN
cord-032684-muh5rwla	378	58	on	on	IN
cord-032684-muh5rwla	378	59	crisis	crisis	NN
cord-032684-muh5rwla	378	60	tweets	tweet	NNS
cord-032684-muh5rwla	378	61	Statistical	statistical	JJ
cord-032684-muh5rwla	378	62	learning	learn	VBG
cord-032684-muh5rwla	378	63	theory	theory	NN
cord-032684-muh5rwla	378	64	Aid	aid	NN
cord-032684-muh5rwla	378	65	is	be	VBZ
cord-032684-muh5rwla	378	66	out	out	RB
cord-032684-muh5rwla	378	67	there	there	RB
cord-032684-muh5rwla	378	68	Looking	look	VBG
cord-032684-muh5rwla	378	69	for	for	IN
cord-032684-muh5rwla	378	70	help	help	NN
cord-032684-muh5rwla	378	71	from	from	IN
cord-032684-muh5rwla	378	72	tweets	tweet	NNS
cord-032684-muh5rwla	378	73	during	during	IN
cord-032684-muh5rwla	378	74	a	a	DT
cord-032684-muh5rwla	378	75	large	large	JJ
cord-032684-muh5rwla	378	76	scale	scale	NN
cord-032684-muh5rwla	378	77	disaster	disaster	NN
cord-032684-muh5rwla	378	78	Natural	natural	JJ
cord-032684-muh5rwla	378	79	language	language	NN
cord-032684-muh5rwla	378	80	processing	processing	NN
cord-032684-muh5rwla	378	81	to	to	IN
cord-032684-muh5rwla	378	82	the	the	DT
cord-032684-muh5rwla	378	83	rescue	rescue	NN
cord-032684-muh5rwla	378	84	?	?	.
cord-032684-muh5rwla	379	1	extracting	extract	VBG
cord-032684-muh5rwla	379	2	"	"	``
cord-032684-muh5rwla	379	3	situational	situational	JJ
cord-032684-muh5rwla	379	4	awareness	awareness	NN
cord-032684-muh5rwla	379	5	"	"	''
cord-032684-muh5rwla	379	6	tweets	tweet	NNS
cord-032684-muh5rwla	379	7	during	during	IN
cord-032684-muh5rwla	379	8	mass	mass	JJ
cord-032684-muh5rwla	379	9	emergency	emergency	NN
cord-032684-muh5rwla	380	1	A	a	DT
cord-032684-muh5rwla	380	2	comparative	comparative	JJ
cord-032684-muh5rwla	380	3	assessment	assessment	NN
cord-032684-muh5rwla	380	4	of	of	IN
cord-032684-muh5rwla	380	5	ensemble	ensemble	NN
cord-032684-muh5rwla	380	6	learning	learn	VBG
cord-032684-muh5rwla	380	7	for	for	IN
cord-032684-muh5rwla	380	8	credit	credit	NN
cord-032684-muh5rwla	380	9	scoring	scoring	NN
cord-032684-muh5rwla	380	10	Identifying	identify	VBG
cord-032684-muh5rwla	380	11	search	search	NN
cord-032684-muh5rwla	380	12	keywords	keyword	NNS
cord-032684-muh5rwla	380	13	for	for	IN
cord-032684-muh5rwla	380	14	finding	find	VBG
cord-032684-muh5rwla	380	15	relevant	relevant	JJ
cord-032684-muh5rwla	380	16	social	social	JJ
cord-032684-muh5rwla	380	17	media	medium	NNS
cord-032684-muh5rwla	380	18	posts	post	NNS
cord-032684-muh5rwla	381	1	Stacked	stack	VBN
cord-032684-muh5rwla	381	2	generalization	generalization	NN
cord-032684-muh5rwla	382	1	A	a	DT
cord-032684-muh5rwla	382	2	comparative	comparative	JJ
cord-032684-muh5rwla	382	3	study	study	NN
cord-032684-muh5rwla	382	4	on	on	IN
cord-032684-muh5rwla	382	5	feature	feature	NN
cord-032684-muh5rwla	382	6	selection	selection	NN
cord-032684-muh5rwla	382	7	in	in	IN
cord-032684-muh5rwla	382	8	text	text	NN
cord-032684-muh5rwla	382	9	categorization	categorization	NN
cord-032684-muh5rwla	382	10	Adadelta	Adadelta	NNP
cord-032684-muh5rwla	382	11	:	:	:
cord-032684-muh5rwla	382	12	an	an	DT
cord-032684-muh5rwla	382	13	adaptive	adaptive	JJ
cord-032684-muh5rwla	382	14	learning	learning	NN
cord-032684-muh5rwla	382	15	rate	rate	NN
cord-032684-muh5rwla	382	16	method	method	NN
cord-032684-muh5rwla	382	17	Publisher	Publisher	NNP
cord-032684-muh5rwla	382	18	's	's	POS
cord-032684-muh5rwla	382	19	note	note	NN
cord-032684-muh5rwla	383	1	Springer	Springer	NNP
cord-032684-muh5rwla	383	2	Nature	Nature	NNP
cord-032684-muh5rwla	383	3	remains	remain	VBZ
cord-032684-muh5rwla	383	4	neutral	neutral	JJ
cord-032684-muh5rwla	383	5	with	with	IN
cord-032684-muh5rwla	383	6	regard	regard	NN
cord-032684-muh5rwla	383	7	to	to	IN
cord-032684-muh5rwla	383	8	jurisdictional	jurisdictional	JJ
cord-032684-muh5rwla	383	9	claims	claim	NNS
cord-032684-muh5rwla	383	10	in	in	IN
cord-032684-muh5rwla	383	11	published	publish	VBN
cord-032684-muh5rwla	383	12	maps	map	NNS
cord-032684-muh5rwla	383	13	and	and	CC
cord-032684-muh5rwla	383	14	institutional	institutional	JJ
cord-032684-muh5rwla	383	15	affiliations	affiliation	NNS