id	sid	tid	token	lemma	pos
sc-1117	1	1	application	application	NOUN
sc-1117	1	2	of	of	ADP
sc-1117	1	3	sentiment	sentiment	NOUN
sc-1117	1	4	analysis	analysis	NOUN
sc-1117	1	5	in	in	ADP
sc-1117	1	6	understanding	understand	VERB
sc-1117	1	7	human	human	ADJ
sc-1117	1	8	emotions	emotion	NOUN
sc-1117	1	9	and	and	CCONJ
sc-1117	1	10	behavior	behavior	NOUN
sc-1117	1	11	1	1	NUM
sc-1117	1	12	application	application	NOUN
sc-1117	1	13	of	of	ADP
sc-1117	1	14	sentiment	sentiment	NOUN
sc-1117	1	15	analysis	analysis	NOUN
sc-1117	1	16	in	in	ADP
sc-1117	1	17	understanding	understand	VERB
sc-1117	1	18	human	human	ADJ
sc-1117	1	19	emotions	emotion	NOUN
sc-1117	1	20	and	and	CCONJ
sc-1117	1	21	behaviour	behaviour	NOUN
sc-1117	1	22	sweta	sweta	PROPN
sc-1117	1	23	saraff1	saraff1	PROPN
sc-1117	1	24	,	,	PUNCT
sc-1117	1	25	*	*	PUNCT
sc-1117	1	26	,	,	PUNCT
sc-1117	1	27	roman	roman	ADJ
sc-1117	1	28	taraban2	taraban2	NOUN
sc-1117	1	29	,	,	PUNCT
sc-1117	1	30	rishipal3	rishipal3	NOUN
sc-1117	1	31	,	,	PUNCT
sc-1117	1	32	ramakrishna	ramakrishna	PROPN
sc-1117	1	33	biswal4	biswal4	PROPN
sc-1117	1	34	,	,	PUNCT
sc-1117	1	35	shweta	shweta	PROPN
sc-1117	1	36	kedas5	kedas5	PROPN
sc-1117	1	37	and	and	CCONJ
sc-1117	1	38	shakuntala	shakuntala	PROPN
sc-1117	1	39	gupta4	gupta4	PROPN
sc-1117	2	1	1amity	1amity	NUM
sc-1117	2	2	institute	institute	NOUN
sc-1117	2	3	of	of	ADP
sc-1117	2	4	psychology	psychology	NOUN
sc-1117	2	5	and	and	CCONJ
sc-1117	2	6	allied	ally	VERB
sc-1117	2	7	sciences	science	NOUN
sc-1117	2	8	,	,	PUNCT
sc-1117	2	9	amity	amity	NOUN
sc-1117	2	10	university	university	NOUN
sc-1117	2	11	,	,	PUNCT
sc-1117	2	12	kolkata	kolkata	PROPN
sc-1117	2	13	,	,	PUNCT
sc-1117	2	14	india	india	PROPN
sc-1117	2	15	.	.	PUNCT
sc-1117	3	1	ssaraff306@gmail.com	ssaraff306@gmail.com	X
sc-1117	4	1	2department	2department	NUM
sc-1117	4	2	of	of	ADP
sc-1117	4	3	psychological	psychological	ADJ
sc-1117	4	4	sciences	science	NOUN
sc-1117	4	5	,	,	PUNCT
sc-1117	4	6	texas	texas	PROPN
sc-1117	4	7	tech	tech	PROPN
sc-1117	4	8	university	university	PROPN
sc-1117	4	9	,	,	PUNCT
sc-1117	4	10	usa	usa	PROPN
sc-1117	4	11	.	.	PROPN
sc-1117	4	12	roman.taraban@ttu.edu	roman.taraban@ttu.edu	PROPN
sc-1117	4	13	3humanities	3humanities	PROPN
sc-1117	4	14	&	&	CCONJ
sc-1117	4	15	applied	apply	VERB
sc-1117	4	16	sciences	science	NOUN
sc-1117	4	17	,	,	PUNCT
sc-1117	4	18	s	s	PROPN
sc-1117	4	19	,	,	PUNCT
sc-1117	4	20	haryana	haryana	PROPN
sc-1117	4	21	,	,	PUNCT
sc-1117	4	22	india	india	PROPN
sc-1117	4	23	.	.	PUNCT
sc-1117	5	1	rishipal_anand@rediffmail.com	rishipal_anand@rediffmail.com	X
sc-1117	5	2	4department	4department	NUM
sc-1117	5	3	of	of	ADP
sc-1117	5	4	humanities	humanity	NOUN
sc-1117	5	5	and	and	CCONJ
sc-1117	5	6	social	social	ADJ
sc-1117	5	7	sciences	science	NOUN
sc-1117	5	8	,	,	PUNCT
sc-1117	5	9	national	national	PROPN
sc-1117	5	10	institute	institute	PROPN
sc-1117	5	11	of	of	ADP
sc-1117	5	12	technology	technology	PROPN
sc-1117	5	13	,	,	PUNCT
sc-1117	5	14	rourkela	rourkela	PROPN
sc-1117	5	15	,	,	PUNCT
sc-1117	5	16	india	india	PROPN
sc-1117	5	17	.	.	PUNCT
sc-1117	6	1	rkbpsych@gmail.com	rkbpsych@gmail.com	PROPN
sc-1117	6	2	,	,	PUNCT
sc-1117	6	3	shakuntala.naik@gmail.com	shakuntala.naik@gmail.com	X
sc-1117	6	4	5department	5department	NUM
sc-1117	6	5	of	of	ADP
sc-1117	6	6	computer	computer	NOUN
sc-1117	6	7	science	science	NOUN
sc-1117	6	8	,	,	PUNCT
sc-1117	6	9	national	national	PROPN
sc-1117	6	10	institute	institute	PROPN
sc-1117	6	11	of	of	ADP
sc-1117	6	12	technology	technology	PROPN
sc-1117	6	13	,	,	PUNCT
sc-1117	6	14	rourkela	rourkela	PROPN
sc-1117	6	15	,	,	PUNCT
sc-1117	6	16	india	india	PROPN
sc-1117	6	17	.	.	PUNCT
sc-1117	7	1	shweta.kedas@gmail.com	shweta.kedas@gmail.com	X
sc-1117	7	2	abstract	abstract	ADJ
sc-1117	7	3	introduction	introduction	NOUN
sc-1117	7	4	:	:	PUNCT
sc-1117	7	5	presently	presently	ADV
sc-1117	7	6	,	,	PUNCT
sc-1117	7	7	naturalistic	naturalistic	ADJ
sc-1117	7	8	observation	observation	NOUN
sc-1117	7	9	is	be	AUX
sc-1117	7	10	considered	consider	VERB
sc-1117	7	11	as	as	ADP
sc-1117	7	12	critical	critical	ADJ
sc-1117	7	13	in	in	ADP
sc-1117	7	14	understanding	understanding	NOUN
sc-1117	7	15	,	,	PUNCT
sc-1117	7	16	and	and	CCONJ
sc-1117	7	17	predicting	predict	VERB
sc-1117	7	18	the	the	DET
sc-1117	7	19	complexities	complexity	NOUN
sc-1117	7	20	of	of	ADP
sc-1117	7	21	feelings	feeling	NOUN
sc-1117	7	22	and	and	CCONJ
sc-1117	7	23	sentiments	sentiment	NOUN
sc-1117	7	24	.	.	PUNCT
sc-1117	8	1	emerging	emerge	VERB
sc-1117	8	2	trends	trend	NOUN
sc-1117	8	3	of	of	ADP
sc-1117	8	4	social	social	ADJ
sc-1117	8	5	media	medium	NOUN
sc-1117	8	6	has	have	AUX
sc-1117	8	7	completely	completely	ADV
sc-1117	8	8	revolutionized	revolutionize	VERB
sc-1117	8	9	the	the	DET
sc-1117	8	10	process	process	NOUN
sc-1117	8	11	of	of	ADP
sc-1117	8	12	communication	communication	NOUN
sc-1117	8	13	.	.	PUNCT
sc-1117	9	1	social	social	ADJ
sc-1117	9	2	media	medium	NOUN
sc-1117	9	3	,	,	PUNCT
sc-1117	9	4	microblogging	microblogging	NOUN
sc-1117	9	5	,	,	PUNCT
sc-1117	9	6	and	and	CCONJ
sc-1117	9	7	other	other	ADJ
sc-1117	9	8	means	mean	NOUN
sc-1117	9	9	of	of	ADP
sc-1117	9	10	e	e	NOUN
sc-1117	9	11	-	-	NOUN
sc-1117	9	12	communication	communication	NOUN
sc-1117	9	13	can	can	AUX
sc-1117	9	14	be	be	AUX
sc-1117	9	15	used	use	VERB
sc-1117	9	16	for	for	ADP
sc-1117	9	17	extracting	extract	VERB
sc-1117	9	18	the	the	DET
sc-1117	9	19	content	content	NOUN
sc-1117	9	20	to	to	PART
sc-1117	9	21	decode	decode	VERB
sc-1117	9	22	the	the	DET
sc-1117	9	23	quality	quality	NOUN
sc-1117	9	24	,	,	PUNCT
sc-1117	9	25	valence	valence	NOUN
sc-1117	9	26	,	,	PUNCT
sc-1117	9	27	and	and	CCONJ
sc-1117	9	28	effectiveness	effectiveness	NOUN
sc-1117	9	29	of	of	ADP
sc-1117	9	30	communication	communication	NOUN
sc-1117	9	31	.	.	PUNCT
sc-1117	10	1	objectives	objective	NOUN
sc-1117	10	2	:	:	PUNCT
sc-1117	10	3	in	in	ADP
sc-1117	10	4	this	this	DET
sc-1117	10	5	paper	paper	NOUN
sc-1117	10	6	,	,	PUNCT
sc-1117	10	7	we	we	PRON
sc-1117	10	8	represent	represent	VERB
sc-1117	10	9	the	the	DET
sc-1117	10	10	explanatory	explanatory	ADJ
sc-1117	10	11	urge	urge	NOUN
sc-1117	10	12	of	of	ADP
sc-1117	10	13	mental	mental	ADJ
sc-1117	10	14	health	health	NOUN
sc-1117	10	15	assessment	assessment	NOUN
sc-1117	10	16	during	during	ADP
sc-1117	10	17	a	a	DET
sc-1117	10	18	pandemic	pandemic	ADJ
sc-1117	10	19	situation	situation	NOUN
sc-1117	10	20	,	,	PUNCT
sc-1117	10	21	especially	especially	ADV
sc-1117	10	22	in	in	ADP
sc-1117	10	23	a	a	DET
sc-1117	10	24	smart	smart	ADJ
sc-1117	10	25	city	city	NOUN
sc-1117	10	26	scenario	scenario	NOUN
sc-1117	10	27	.	.	PUNCT
sc-1117	11	1	methods	method	NOUN
sc-1117	11	2	:	:	PUNCT
sc-1117	11	3	we	we	PRON
sc-1117	11	4	reviewed	review	VERB
sc-1117	11	5	the	the	DET
sc-1117	11	6	role	role	NOUN
sc-1117	11	7	of	of	ADP
sc-1117	11	8	sentimental	sentimental	ADJ
sc-1117	11	9	analysis	analysis	NOUN
sc-1117	11	10	,	,	PUNCT
sc-1117	11	11	as	as	ADP
sc-1117	11	12	an	an	DET
sc-1117	11	13	emerging	emerge	VERB
sc-1117	11	14	application	application	NOUN
sc-1117	11	15	tool	tool	NOUN
sc-1117	11	16	for	for	ADP
sc-1117	11	17	emotional	emotional	ADJ
sc-1117	11	18	and	and	CCONJ
sc-1117	11	19	behavioural	behavioural	ADJ
sc-1117	11	20	analysis	analysis	NOUN
sc-1117	11	21	for	for	ADP
sc-1117	11	22	the	the	DET
sc-1117	11	23	population	population	NOUN
sc-1117	11	24	affected	affect	VERB
sc-1117	11	25	by	by	ADP
sc-1117	11	26	a	a	DET
sc-1117	11	27	pandemic	pandemic	NOUN
sc-1117	11	28	.	.	PUNCT
sc-1117	12	1	this	this	DET
sc-1117	12	2	paper	paper	NOUN
sc-1117	12	3	examines	examine	VERB
sc-1117	12	4	the	the	DET
sc-1117	12	5	prospect	prospect	NOUN
sc-1117	12	6	of	of	ADP
sc-1117	12	7	analysing	analyse	VERB
sc-1117	12	8	the	the	DET
sc-1117	12	9	sentiments	sentiment	NOUN
sc-1117	12	10	through	through	ADP
sc-1117	12	11	machine	machine	NOUN
sc-1117	12	12	learning	learning	NOUN
sc-1117	12	13	tools	tool	NOUN
sc-1117	12	14	to	to	PART
sc-1117	12	15	understand	understand	VERB
sc-1117	12	16	,	,	PUNCT
sc-1117	12	17	describe	describe	VERB
sc-1117	12	18	,	,	PUNCT
sc-1117	12	19	and	and	CCONJ
sc-1117	12	20	predict	predict	VERB
sc-1117	12	21	human	human	ADJ
sc-1117	12	22	behavior	behavior	NOUN
sc-1117	12	23	.	.	PUNCT
sc-1117	13	1	conclusion	conclusion	NOUN
sc-1117	13	2	:	:	PUNCT
sc-1117	13	3	further	further	ADJ
sc-1117	13	4	analysis	analysis	NOUN
sc-1117	13	5	of	of	ADP
sc-1117	13	6	this	this	DET
sc-1117	13	7	psychological	psychological	ADJ
sc-1117	13	8	e	e	NOUN
sc-1117	13	9	-	-	NOUN
sc-1117	13	10	content	content	NOUN
sc-1117	13	11	can	can	AUX
sc-1117	13	12	be	be	AUX
sc-1117	13	13	used	use	VERB
sc-1117	13	14	to	to	PART
sc-1117	13	15	understand	understand	VERB
sc-1117	13	16	and	and	CCONJ
sc-1117	13	17	predict	predict	VERB
sc-1117	13	18	the	the	DET
sc-1117	13	19	patterns	pattern	NOUN
sc-1117	13	20	of	of	ADP
sc-1117	13	21	human	human	ADJ
sc-1117	13	22	sentiments	sentiment	NOUN
sc-1117	13	23	.	.	PUNCT
sc-1117	14	1	keywords	keyword	NOUN
sc-1117	14	2	:	:	PUNCT
sc-1117	14	3	sentiment	sentiment	NOUN
sc-1117	14	4	analysis	analysis	NOUN
sc-1117	14	5	,	,	PUNCT
sc-1117	14	6	human	human	ADJ
sc-1117	14	7	behavior	behavior	NOUN
sc-1117	14	8	,	,	PUNCT
sc-1117	14	9	emotions	emotion	NOUN
sc-1117	14	10	,	,	PUNCT
sc-1117	14	11	natural	natural	ADJ
sc-1117	14	12	language	language	NOUN
sc-1117	14	13	processing	processing	NOUN
sc-1117	14	14	received	receive	VERB
sc-1117	14	15	on	on	ADP
sc-1117	14	16	24	24	NUM
sc-1117	14	17	june	june	PROPN
sc-1117	14	18	2020	2020	NUM
sc-1117	14	19	,	,	PUNCT
sc-1117	14	20	accepted	accept	VERB
sc-1117	14	21	on	on	ADP
sc-1117	14	22	21	21	NUM
sc-1117	14	23	september	september	PROPN
sc-1117	14	24	2020	2020	NUM
sc-1117	14	25	,	,	PUNCT
sc-1117	14	26	published	publish	VERB
sc-1117	14	27	on	on	ADP
sc-1117	14	28	06	06	NUM
sc-1117	14	29	october	october	PROPN
sc-1117	14	30	2020	2020	NUM
sc-1117	14	31	copyright	copyright	NOUN
sc-1117	14	32	©	©	PROPN
sc-1117	14	33	2020	2020	NUM
sc-1117	14	34	saraff	saraff	NOUN
sc-1117	14	35	,	,	PUNCT
sc-1117	14	36	s.	s.	PROPN
sc-1117	14	37	et	et	PROPN
sc-1117	14	38	al	al	PROPN
sc-1117	14	39	.	.	PROPN
sc-1117	14	40	,	,	PUNCT
sc-1117	14	41	licensed	license	VERB
sc-1117	14	42	to	to	ADP
sc-1117	14	43	eai	eai	PROPN
sc-1117	14	44	.	.	PUNCT
sc-1117	15	1	this	this	PRON
sc-1117	15	2	is	be	AUX
sc-1117	15	3	an	an	DET
sc-1117	15	4	open	open	ADJ
sc-1117	15	5	access	access	NOUN
sc-1117	15	6	article	article	NOUN
sc-1117	15	7	distributed	distribute	VERB
sc-1117	15	8	under	under	ADP
sc-1117	15	9	the	the	DET
sc-1117	15	10	terms	term	NOUN
sc-1117	15	11	of	of	ADP
sc-1117	15	12	the	the	DET
sc-1117	15	13	creative	creative	ADJ
sc-1117	15	14	commons	common	NOUN
sc-1117	15	15	attribution	attribution	NOUN
sc-1117	15	16	licence	licence	NOUN
sc-1117	15	17	(	(	PUNCT
sc-1117	15	18	http://creativecommons.org/licenses/by/3.0/	http://creativecommons.org/licenses/by/3.0/	PROPN
sc-1117	15	19	)	)	PUNCT
sc-1117	15	20	,	,	PUNCT
sc-1117	15	21	which	which	PRON
sc-1117	15	22	permits	permit	VERB
sc-1117	15	23	unlimited	unlimited	ADJ
sc-1117	15	24	use	use	NOUN
sc-1117	15	25	,	,	PUNCT
sc-1117	15	26	distribution	distribution	NOUN
sc-1117	15	27	and	and	CCONJ
sc-1117	15	28	reproduction	reproduction	NOUN
sc-1117	15	29	in	in	ADP
sc-1117	15	30	any	any	DET
sc-1117	15	31	medium	medium	NOUN
sc-1117	15	32	so	so	ADV
sc-1117	15	33	long	long	ADV
sc-1117	15	34	as	as	SCONJ
sc-1117	15	35	the	the	DET
sc-1117	15	36	original	original	ADJ
sc-1117	15	37	work	work	NOUN
sc-1117	15	38	is	be	AUX
sc-1117	15	39	properly	properly	ADV
sc-1117	15	40	cited	cite	VERB
sc-1117	15	41	.	.	PUNCT
sc-1117	16	1	doi	doi	NOUN
sc-1117	16	2	:	:	PUNCT
sc-1117	16	3	10.4108	10.4108	NUM
sc-1117	16	4	/	/	SYM
sc-1117	16	5	eai.6	eai.6	NOUN
sc-1117	16	6	-	-	PUNCT
sc-1117	16	7	10	10	NUM
sc-1117	16	8	-	-	PUNCT
sc-1117	16	9	2020.166547	2020.166547	NUM
sc-1117	16	10	*	*	PUNCT
sc-1117	16	11	corresponding	correspond	VERB
sc-1117	16	12	author	author	NOUN
sc-1117	16	13	.	.	PUNCT
sc-1117	17	1	sweta	sweta	ADJ
sc-1117	17	2	saraff	saraff	PROPN
sc-1117	17	3	,	,	PUNCT
sc-1117	17	4	ssaraff306@gmail.com	ssaraff306@gmail.com	X
sc-1117	17	5	1	1	X
sc-1117	17	6	.	.	PUNCT
sc-1117	17	7	introduction	introduction	NOUN
sc-1117	17	8	the	the	DET
sc-1117	17	9	covid-19	covid-19	PROPN
sc-1117	17	10	pandemic	pandemic	NOUN
sc-1117	17	11	has	have	AUX
sc-1117	17	12	caused	cause	VERB
sc-1117	17	13	an	an	DET
sc-1117	17	14	immediate	immediate	ADJ
sc-1117	17	15	,	,	PUNCT
sc-1117	17	16	focused	focused	ADJ
sc-1117	17	17	demand	demand	NOUN
sc-1117	17	18	for	for	ADP
sc-1117	17	19	technological	technological	ADJ
sc-1117	17	20	assistance	assistance	NOUN
sc-1117	17	21	in	in	ADP
sc-1117	17	22	all	all	DET
sc-1117	17	23	the	the	DET
sc-1117	17	24	mediums	medium	NOUN
sc-1117	17	25	of	of	ADP
sc-1117	17	26	human	human	ADJ
sc-1117	17	27	communication	communication	NOUN
sc-1117	17	28	.	.	PUNCT
sc-1117	18	1	in	in	ADP
sc-1117	18	2	a	a	DET
sc-1117	18	3	smart	smart	ADJ
sc-1117	18	4	city	city	NOUN
sc-1117	18	5	,	,	PUNCT
sc-1117	18	6	we	we	PRON
sc-1117	18	7	consider	consider	VERB
sc-1117	18	8	most	most	ADJ
sc-1117	18	9	of	of	ADP
sc-1117	18	10	the	the	DET
sc-1117	18	11	citizens	citizen	NOUN
sc-1117	18	12	are	be	AUX
sc-1117	18	13	netizens	netizen	NOUN
sc-1117	18	14	,	,	PUNCT
sc-1117	18	15	and	and	CCONJ
sc-1117	18	16	institutions	institution	NOUN
sc-1117	18	17	have	have	VERB
sc-1117	18	18	a	a	DET
sc-1117	18	19	soft	soft	ADJ
sc-1117	18	20	,	,	PUNCT
sc-1117	18	21	virtual	virtual	ADJ
sc-1117	18	22	connection	connection	NOUN
sc-1117	18	23	with	with	ADP
sc-1117	18	24	society	society	NOUN
sc-1117	18	25	.	.	PUNCT
sc-1117	19	1	today	today	NOUN
sc-1117	19	2	everyone	everyone	PRON
sc-1117	19	3	is	be	AUX
sc-1117	19	4	using	use	VERB
sc-1117	19	5	more	more	ADJ
sc-1117	19	6	of	of	ADP
sc-1117	19	7	text	text	NOUN
sc-1117	19	8	messages	message	NOUN
sc-1117	19	9	,	,	PUNCT
sc-1117	19	10	than	than	ADP
sc-1117	19	11	calling	call	VERB
sc-1117	19	12	or	or	CCONJ
sc-1117	19	13	interacting	interact	VERB
sc-1117	19	14	personally	personally	ADV
sc-1117	19	15	.	.	PUNCT
sc-1117	20	1	face	face	NOUN
sc-1117	20	2	to	to	PART
sc-1117	20	3	face	face	NOUN
sc-1117	20	4	interaction	interaction	NOUN
sc-1117	20	5	has	have	AUX
sc-1117	20	6	reduced	reduce	VERB
sc-1117	20	7	and	and	CCONJ
sc-1117	20	8	youth	youth	NOUN
sc-1117	20	9	tend	tend	VERB
sc-1117	20	10	to	to	PART
sc-1117	20	11	express	express	VERB
sc-1117	20	12	their	their	PRON
sc-1117	20	13	emotions	emotion	NOUN
sc-1117	20	14	and	and	CCONJ
sc-1117	20	15	moods	mood	NOUN
sc-1117	20	16	through	through	ADP
sc-1117	20	17	social	social	ADJ
sc-1117	20	18	media	medium	NOUN
sc-1117	20	19	,	,	PUNCT
sc-1117	20	20	which	which	PRON
sc-1117	20	21	may	may	AUX
sc-1117	20	22	be	be	AUX
sc-1117	20	23	text	text	NOUN
sc-1117	20	24	,	,	PUNCT
sc-1117	20	25	emoticons	emoticon	NOUN
sc-1117	20	26	,	,	PUNCT
sc-1117	20	27	punctuations	punctuation	NOUN
sc-1117	20	28	,	,	PUNCT
sc-1117	20	29	etc	etc	X
sc-1117	20	30	.	.	X
sc-1117	20	31	recently	recently	ADV
sc-1117	20	32	sentiment	sentiment	NOUN
sc-1117	20	33	analysis	analysis	NOUN
sc-1117	20	34	has	have	AUX
sc-1117	20	35	been	be	AUX
sc-1117	20	36	considered	consider	VERB
sc-1117	20	37	as	as	ADP
sc-1117	20	38	a	a	DET
sc-1117	20	39	powerful	powerful	ADJ
sc-1117	20	40	tool	tool	NOUN
sc-1117	20	41	to	to	PART
sc-1117	20	42	support	support	VERB
sc-1117	20	43	psychological	psychological	ADJ
sc-1117	20	44	evaluations	evaluation	NOUN
sc-1117	20	45	and	and	CCONJ
sc-1117	20	46	predict	predict	VERB
sc-1117	20	47	mental	mental	ADJ
sc-1117	20	48	health	health	NOUN
sc-1117	20	49	conditions	condition	NOUN
sc-1117	20	50	.	.	PUNCT
sc-1117	21	1	the	the	DET
sc-1117	21	2	multifaceted	multifaceted	ADJ
sc-1117	21	3	nature	nature	NOUN
sc-1117	21	4	of	of	ADP
sc-1117	21	5	the	the	DET
sc-1117	21	6	expression	expression	NOUN
sc-1117	21	7	of	of	ADP
sc-1117	21	8	valence	valence	NOUN
sc-1117	21	9	especially	especially	ADV
sc-1117	21	10	with	with	ADP
sc-1117	21	11	relation	relation	NOUN
sc-1117	21	12	to	to	ADP
sc-1117	21	13	emotion	emotion	NOUN
sc-1117	21	14	thought	thought	NOUN
sc-1117	21	15	,	,	PUNCT
sc-1117	21	16	affect	affect	VERB
sc-1117	21	17	,	,	PUNCT
sc-1117	21	18	choice	choice	NOUN
sc-1117	21	19	,	,	PUNCT
sc-1117	21	20	and	and	CCONJ
sc-1117	21	21	decisiveness	decisiveness	NOUN
sc-1117	21	22	,	,	PUNCT
sc-1117	21	23	has	have	AUX
sc-1117	21	24	intrigued	intrigue	VERB
sc-1117	21	25	scientists	scientist	NOUN
sc-1117	21	26	,	,	PUNCT
sc-1117	21	27	philosophers	philosopher	NOUN
sc-1117	21	28	,	,	PUNCT
sc-1117	21	29	psychologists	psychologist	NOUN
sc-1117	21	30	,	,	PUNCT
sc-1117	21	31	and	and	CCONJ
sc-1117	21	32	recently	recently	ADV
sc-1117	21	33	data	data	VERB
sc-1117	21	34	analysts	analyst	NOUN
sc-1117	21	35	.	.	PUNCT
sc-1117	22	1	with	with	ADP
sc-1117	22	2	social	social	ADJ
sc-1117	22	3	media	medium	NOUN
sc-1117	22	4	surging	surge	VERB
sc-1117	22	5	as	as	ADP
sc-1117	22	6	the	the	DET
sc-1117	22	7	primary	primary	ADJ
sc-1117	22	8	mode	mode	NOUN
sc-1117	22	9	of	of	ADP
sc-1117	22	10	communication	communication	NOUN
sc-1117	22	11	,	,	PUNCT
sc-1117	22	12	both	both	PRON
sc-1117	22	13	computer	computer	NOUN
sc-1117	22	14	scientists	scientist	NOUN
sc-1117	22	15	and	and	CCONJ
sc-1117	22	16	data	datum	NOUN
sc-1117	22	17	crunchers	cruncher	NOUN
sc-1117	22	18	have	have	AUX
sc-1117	22	19	taken	take	VERB
sc-1117	22	20	a	a	DET
sc-1117	22	21	keen	keen	ADJ
sc-1117	22	22	interest	interest	NOUN
sc-1117	22	23	in	in	ADP
sc-1117	22	24	both	both	CCONJ
sc-1117	22	25	subjective	subjective	ADJ
sc-1117	22	26	and	and	CCONJ
sc-1117	22	27	objective	objective	ADJ
sc-1117	22	28	eai	eai	PROPN
sc-1117	22	29	endorsed	endorse	VERB
sc-1117	22	30	transactions	transaction	NOUN
sc-1117	22	31	on	on	ADP
sc-1117	22	32	smart	smart	ADJ
sc-1117	22	33	cities	city	NOUN
sc-1117	22	34	research	research	NOUN
sc-1117	22	35	article	article	NOUN
sc-1117	22	36	eai	eai	PROPN
sc-1117	22	37	endorsed	endorse	VERB
sc-1117	22	38	transactions	transaction	NOUN
sc-1117	22	39	on	on	ADP
sc-1117	22	40	smart	smart	ADJ
sc-1117	22	41	cities	city	NOUN
sc-1117	22	42	08	08	NUM
sc-1117	22	43	2020	2020	NUM
sc-1117	22	44	01	01	NUM
sc-1117	22	45	2021	2021	NUM
sc-1117	22	46	|	|	ADV
sc-1117	22	47	volume	volume	NOUN
sc-1117	22	48	5	5	NUM
sc-1117	22	49	|	|	ADV
sc-1117	22	50	issue	issue	VERB
sc-1117	22	51	13	13	NUM
sc-1117	22	52	|	|	ADV
sc-1117	22	53	e4	e4	PROPN
sc-1117	22	54	mailto:ssaraff306@gmail.com	mailto:ssaraff306@gmail.com	PROPN
sc-1117	22	55	mailto:rishipal_anand@rediffmail.com	mailto:rishipal_anand@rediffmail.com	X
sc-1117	22	56	mailto:rkbpsych@gmail.com	mailto:rkbpsych@gmail.com	X
sc-1117	23	1	http://creativecommons.org/licenses/by/3.0/	http://creativecommons.org/licenses/by/3.0/	NOUN
sc-1117	23	2	2	2	NUM
sc-1117	23	3	analysis	analysis	NOUN
sc-1117	23	4	of	of	ADP
sc-1117	23	5	the	the	DET
sc-1117	23	6	information	information	NOUN
sc-1117	23	7	being	be	AUX
sc-1117	23	8	shared	share	VERB
sc-1117	23	9	in	in	ADP
sc-1117	23	10	the	the	DET
sc-1117	23	11	form	form	NOUN
sc-1117	23	12	of	of	ADP
sc-1117	23	13	written	write	VERB
sc-1117	23	14	material	material	NOUN
sc-1117	23	15	over	over	ADP
sc-1117	23	16	social	social	ADJ
sc-1117	23	17	platforms	platform	NOUN
sc-1117	23	18	like	like	ADP
sc-1117	23	19	facebook	facebook	NOUN
sc-1117	23	20	,	,	PUNCT
sc-1117	23	21	twitter	twitter	NOUN
sc-1117	23	22	,	,	PUNCT
sc-1117	23	23	blogs	blog	NOUN
sc-1117	23	24	,	,	PUNCT
sc-1117	23	25	etc	etc	X
sc-1117	23	26	.	.	X
sc-1117	23	27	this	this	DET
sc-1117	23	28	information	information	NOUN
sc-1117	23	29	has	have	VERB
sc-1117	23	30	the	the	DET
sc-1117	23	31	potential	potential	NOUN
sc-1117	23	32	to	to	PART
sc-1117	23	33	make	make	VERB
sc-1117	23	34	deep	deep	ADJ
sc-1117	23	35	inroads	inroad	NOUN
sc-1117	23	36	into	into	ADP
sc-1117	23	37	the	the	DET
sc-1117	23	38	minds	mind	NOUN
sc-1117	23	39	of	of	ADP
sc-1117	23	40	the	the	DET
sc-1117	23	41	users	user	NOUN
sc-1117	23	42	through	through	ADP
sc-1117	23	43	text	text	NOUN
sc-1117	23	44	analysis	analysis	NOUN
sc-1117	23	45	using	use	VERB
sc-1117	23	46	both	both	CCONJ
sc-1117	23	47	supervised	supervised	ADJ
sc-1117	23	48	and	and	CCONJ
sc-1117	23	49	unsupervised	unsupervised	ADJ
sc-1117	23	50	machine	machine	NOUN
sc-1117	23	51	learning	learning	NOUN
sc-1117	23	52	.	.	PUNCT
sc-1117	24	1	since	since	SCONJ
sc-1117	24	2	a	a	DET
sc-1117	24	3	simple	simple	ADJ
sc-1117	24	4	text	text	NOUN
sc-1117	24	5	can	can	AUX
sc-1117	24	6	provide	provide	VERB
sc-1117	24	7	multiple	multiple	ADJ
sc-1117	24	8	details	detail	NOUN
sc-1117	24	9	about	about	ADP
sc-1117	24	10	the	the	DET
sc-1117	24	11	person	person	NOUN
sc-1117	24	12	,	,	PUNCT
sc-1117	24	13	it	it	PRON
sc-1117	24	14	is	be	AUX
sc-1117	24	15	always	always	ADV
sc-1117	24	16	pragmatic	pragmatic	ADJ
sc-1117	24	17	to	to	PART
sc-1117	24	18	have	have	VERB
sc-1117	24	19	the	the	DET
sc-1117	24	20	objective	objective	ADJ
sc-1117	24	21	clear	clear	ADJ
sc-1117	24	22	from	from	ADP
sc-1117	24	23	the	the	DET
sc-1117	24	24	beginning	beginning	NOUN
sc-1117	24	25	.	.	PUNCT
sc-1117	25	1	a	a	DET
sc-1117	25	2	psychologist	psychologist	NOUN
sc-1117	25	3	will	will	AUX
sc-1117	25	4	look	look	VERB
sc-1117	25	5	for	for	ADP
sc-1117	25	6	different	different	ADJ
sc-1117	25	7	constructs	construct	NOUN
sc-1117	25	8	and	and	CCONJ
sc-1117	25	9	their	their	PRON
sc-1117	25	10	variances	variance	NOUN
sc-1117	25	11	than	than	ADP
sc-1117	25	12	a	a	DET
sc-1117	25	13	business	business	NOUN
sc-1117	25	14	analyst	analyst	NOUN
sc-1117	25	15	from	from	ADP
sc-1117	25	16	the	the	DET
sc-1117	25	17	same	same	ADJ
sc-1117	25	18	information	information	NOUN
sc-1117	25	19	.	.	PUNCT
sc-1117	26	1	the	the	DET
sc-1117	26	2	mental	mental	ADJ
sc-1117	26	3	health	health	PROPN
sc-1117	26	4	professional	professional	NOUN
sc-1117	26	5	would	would	AUX
sc-1117	26	6	look	look	VERB
sc-1117	26	7	into	into	ADP
sc-1117	26	8	the	the	DET
sc-1117	26	9	pattern	pattern	NOUN
sc-1117	26	10	of	of	ADP
sc-1117	26	11	thought	thought	NOUN
sc-1117	26	12	,	,	PUNCT
sc-1117	26	13	mood	mood	NOUN
sc-1117	26	14	and	and	CCONJ
sc-1117	26	15	affect	affect	VERB
sc-1117	26	16	,	,	PUNCT
sc-1117	26	17	identify	identify	VERB
sc-1117	26	18	personality	personality	NOUN
sc-1117	26	19	type	type	NOUN
sc-1117	26	20	,	,	PUNCT
sc-1117	26	21	etc	etc	X
sc-1117	26	22	.	.	X
sc-1117	27	1	whereas	whereas	SCONJ
sc-1117	27	2	a	a	DET
sc-1117	27	3	business	business	NOUN
sc-1117	27	4	analyst	analyst	NOUN
sc-1117	27	5	would	would	AUX
sc-1117	27	6	pay	pay	VERB
sc-1117	27	7	more	more	ADJ
sc-1117	27	8	attention	attention	NOUN
sc-1117	27	9	to	to	ADP
sc-1117	27	10	their	their	PRON
sc-1117	27	11	shopping	shopping	NOUN
sc-1117	27	12	pattern	pattern	NOUN
sc-1117	27	13	,	,	PUNCT
sc-1117	27	14	holidays	holiday	NOUN
sc-1117	27	15	,	,	PUNCT
sc-1117	27	16	or	or	CCONJ
sc-1117	27	17	payment	payment	NOUN
sc-1117	27	18	style	style	NOUN
sc-1117	27	19	.	.	PUNCT
sc-1117	28	1	both	both	PRON
sc-1117	28	2	are	be	AUX
sc-1117	28	3	looking	look	VERB
sc-1117	28	4	into	into	ADP
sc-1117	28	5	patterns	pattern	NOUN
sc-1117	28	6	and	and	CCONJ
sc-1117	28	7	sentiment	sentiment	NOUN
sc-1117	28	8	towards	towards	ADP
sc-1117	28	9	their	their	PRON
sc-1117	28	10	area	area	NOUN
sc-1117	28	11	of	of	ADP
sc-1117	28	12	interest	interest	NOUN
sc-1117	28	13	.	.	PUNCT
sc-1117	29	1	quite	quite	ADV
sc-1117	29	2	often	often	ADV
sc-1117	29	3	it	it	PRON
sc-1117	29	4	is	be	AUX
sc-1117	29	5	difficult	difficult	ADJ
sc-1117	29	6	for	for	SCONJ
sc-1117	29	7	a	a	DET
sc-1117	29	8	client	client	NOUN
sc-1117	29	9	to	to	PART
sc-1117	29	10	express	express	VERB
sc-1117	29	11	their	their	PRON
sc-1117	29	12	innermost	innermost	ADJ
sc-1117	29	13	thoughts	thought	NOUN
sc-1117	29	14	and	and	CCONJ
sc-1117	29	15	feelings	feeling	NOUN
sc-1117	29	16	in	in	ADP
sc-1117	29	17	the	the	DET
sc-1117	29	18	first	first	ADJ
sc-1117	29	19	few	few	ADJ
sc-1117	29	20	meetings	meeting	NOUN
sc-1117	29	21	with	with	ADP
sc-1117	29	22	the	the	DET
sc-1117	29	23	practitioner	practitioner	NOUN
sc-1117	29	24	,	,	PUNCT
sc-1117	29	25	many	many	ADJ
sc-1117	29	26	times	time	NOUN
sc-1117	29	27	the	the	DET
sc-1117	29	28	therapist	therapist	NOUN
sc-1117	29	29	fails	fail	VERB
sc-1117	29	30	to	to	PART
sc-1117	29	31	elicit	elicit	VERB
sc-1117	29	32	adequate	adequate	ADJ
sc-1117	29	33	responses	response	NOUN
sc-1117	29	34	leading	lead	VERB
sc-1117	29	35	to	to	ADP
sc-1117	29	36	an	an	DET
sc-1117	29	37	incomplete	incomplete	ADJ
sc-1117	29	38	or	or	CCONJ
sc-1117	29	39	incorrect	incorrect	ADJ
sc-1117	29	40	diagnosis	diagnosis	NOUN
sc-1117	29	41	.	.	PUNCT
sc-1117	30	1	any	any	DET
sc-1117	30	2	unattended	unattended	ADJ
sc-1117	30	3	mental	mental	ADJ
sc-1117	30	4	illness	illness	NOUN
sc-1117	30	5	has	have	VERB
sc-1117	30	6	irreparable	irreparable	ADJ
sc-1117	30	7	consequences	consequence	NOUN
sc-1117	30	8	that	that	PRON
sc-1117	30	9	may	may	AUX
sc-1117	30	10	be	be	AUX
sc-1117	30	11	harmful	harmful	ADJ
sc-1117	30	12	to	to	ADP
sc-1117	30	13	self	self	NOUN
sc-1117	30	14	,	,	PUNCT
sc-1117	30	15	family	family	NOUN
sc-1117	30	16	,	,	PUNCT
sc-1117	30	17	peers	peer	NOUN
sc-1117	30	18	,	,	PUNCT
sc-1117	30	19	or	or	CCONJ
sc-1117	30	20	maybe	maybe	ADV
sc-1117	30	21	society	society	NOUN
sc-1117	30	22	in	in	ADP
sc-1117	30	23	general	general	ADJ
sc-1117	30	24	.	.	PUNCT
sc-1117	31	1	it	it	PRON
sc-1117	31	2	is	be	AUX
sc-1117	31	3	difficult	difficult	ADJ
sc-1117	31	4	for	for	SCONJ
sc-1117	31	5	youth	youth	NOUN
sc-1117	31	6	to	to	PART
sc-1117	31	7	manage	manage	VERB
sc-1117	31	8	their	their	PRON
sc-1117	31	9	stress	stress	NOUN
sc-1117	31	10	and	and	CCONJ
sc-1117	31	11	anxiety	anxiety	NOUN
sc-1117	31	12	in	in	ADP
sc-1117	31	13	tough	tough	ADJ
sc-1117	31	14	times	time	NOUN
sc-1117	31	15	.	.	PUNCT
sc-1117	32	1	the	the	DET
sc-1117	32	2	need	need	NOUN
sc-1117	32	3	for	for	ADP
sc-1117	32	4	psychological	psychological	ADJ
sc-1117	32	5	services	service	NOUN
sc-1117	32	6	in	in	ADP
sc-1117	32	7	stress	stress	NOUN
sc-1117	32	8	management	management	NOUN
sc-1117	32	9	and	and	CCONJ
sc-1117	32	10	optimal	optimal	ADJ
sc-1117	32	11	wellbeing	wellbeing	NOUN
sc-1117	32	12	is	be	AUX
sc-1117	32	13	growing	grow	VERB
sc-1117	32	14	fast	fast	ADV
sc-1117	32	15	.	.	PUNCT
sc-1117	33	1	risk	risk	NOUN
sc-1117	33	2	assessment	assessment	NOUN
sc-1117	33	3	of	of	ADP
sc-1117	33	4	self	self	NOUN
sc-1117	33	5	-	-	PUNCT
sc-1117	33	6	harm	harm	NOUN
sc-1117	33	7	,	,	PUNCT
sc-1117	33	8	suicide	suicide	NOUN
sc-1117	33	9	,	,	PUNCT
sc-1117	33	10	and	and	CCONJ
sc-1117	33	11	violence	violence	NOUN
sc-1117	33	12	is	be	AUX
sc-1117	33	13	difficult	difficult	ADJ
sc-1117	33	14	to	to	PART
sc-1117	33	15	accurately	accurately	ADV
sc-1117	33	16	ascertain	ascertain	VERB
sc-1117	33	17	through	through	ADP
sc-1117	33	18	self	self	NOUN
sc-1117	33	19	-	-	PUNCT
sc-1117	33	20	rated	rate	VERB
sc-1117	33	21	questionnaires	questionnaire	NOUN
sc-1117	33	22	and	and	CCONJ
sc-1117	33	23	unstructured	unstructured	ADJ
sc-1117	33	24	tests	test	NOUN
sc-1117	33	25	like	like	ADP
sc-1117	33	26	rorschach	rorschach	PROPN
sc-1117	33	27	inkblot	inkblot	PROPN
sc-1117	33	28	test	test	NOUN
sc-1117	33	29	,	,	PUNCT
sc-1117	33	30	thematic	thematic	ADJ
sc-1117	33	31	apperception	apperception	NOUN
sc-1117	33	32	test	test	NOUN
sc-1117	33	33	or	or	CCONJ
sc-1117	33	34	,	,	PUNCT
sc-1117	33	35	draw	draw	VERB
sc-1117	33	36	a	a	DET
sc-1117	33	37	person	person	NOUN
sc-1117	33	38	.	.	PUNCT
sc-1117	34	1	queries	query	NOUN
sc-1117	34	2	may	may	AUX
sc-1117	34	3	be	be	AUX
sc-1117	34	4	biased	bias	VERB
sc-1117	34	5	towards	towards	ADP
sc-1117	34	6	expected	expect	VERB
sc-1117	34	7	responses	response	NOUN
sc-1117	34	8	and	and	CCONJ
sc-1117	34	9	cultural	cultural	ADJ
sc-1117	34	10	differences	difference	NOUN
sc-1117	34	11	.	.	PUNCT
sc-1117	35	1	artificial	artificial	ADJ
sc-1117	35	2	intelligence	intelligence	NOUN
sc-1117	35	3	(	(	PUNCT
sc-1117	35	4	ai	ai	NOUN
sc-1117	35	5	)	)	PUNCT
sc-1117	35	6	based	base	VERB
sc-1117	35	7	algorithms	algorithm	NOUN
sc-1117	35	8	have	have	VERB
sc-1117	35	9	the	the	DET
sc-1117	35	10	potential	potential	NOUN
sc-1117	35	11	to	to	PART
sc-1117	35	12	support	support	VERB
sc-1117	35	13	therapists	therapist	NOUN
sc-1117	35	14	in	in	ADP
sc-1117	35	15	understanding	understand	VERB
sc-1117	35	16	valence	valence	NOUN
sc-1117	35	17	,	,	PUNCT
sc-1117	35	18	attitude	attitude	NOUN
sc-1117	35	19	,	,	PUNCT
sc-1117	35	20	and	and	CCONJ
sc-1117	35	21	decision	decision	NOUN
sc-1117	35	22	making	make	VERB
sc-1117	35	23	capacities	capacity	NOUN
sc-1117	35	24	of	of	ADP
sc-1117	35	25	an	an	DET
sc-1117	35	26	individual	individual	NOUN
sc-1117	35	27	.	.	PUNCT
sc-1117	36	1	this	this	DET
sc-1117	36	2	paper	paper	NOUN
sc-1117	36	3	attempts	attempt	VERB
sc-1117	36	4	to	to	PART
sc-1117	36	5	study	study	VERB
sc-1117	36	6	application	application	NOUN
sc-1117	36	7	of	of	ADP
sc-1117	36	8	sentiment	sentiment	NOUN
sc-1117	36	9	analysis	analysis	NOUN
sc-1117	36	10	in	in	ADP
sc-1117	36	11	psychological	psychological	ADJ
sc-1117	36	12	assessments	assessment	NOUN
sc-1117	36	13	through	through	ADP
sc-1117	36	14	machine	machine	NOUN
sc-1117	36	15	based	base	VERB
sc-1117	36	16	analytical	analytical	ADJ
sc-1117	36	17	tools	tool	NOUN
sc-1117	36	18	.	.	PUNCT
sc-1117	37	1	2	2	X
sc-1117	37	2	.	.	X
sc-1117	37	3	language	language	NOUN
sc-1117	37	4	and	and	CCONJ
sc-1117	37	5	emotions	emotion	NOUN
sc-1117	37	6	human	human	ADJ
sc-1117	37	7	language	language	NOUN
sc-1117	37	8	is	be	AUX
sc-1117	37	9	a	a	DET
sc-1117	37	10	tool	tool	NOUN
sc-1117	37	11	to	to	PART
sc-1117	37	12	express	express	VERB
sc-1117	37	13	emotions	emotion	NOUN
sc-1117	37	14	apart	apart	ADV
sc-1117	37	15	from	from	ADP
sc-1117	37	16	gestures	gesture	NOUN
sc-1117	37	17	,	,	PUNCT
sc-1117	37	18	postures	posture	NOUN
sc-1117	37	19	,	,	PUNCT
sc-1117	37	20	and	and	CCONJ
sc-1117	37	21	facial	facial	ADJ
sc-1117	37	22	expressions	expression	NOUN
sc-1117	37	23	.	.	PUNCT
sc-1117	38	1	it	it	PRON
sc-1117	38	2	transmits	transmit	VERB
sc-1117	38	3	information	information	NOUN
sc-1117	38	4	in	in	ADP
sc-1117	38	5	the	the	DET
sc-1117	38	6	forms	form	NOUN
sc-1117	38	7	of	of	ADP
sc-1117	38	8	words	word	NOUN
sc-1117	38	9	,	,	PUNCT
sc-1117	38	10	symbolic	symbolic	ADJ
sc-1117	38	11	or	or	CCONJ
sc-1117	38	12	acoustic	acoustic	ADJ
sc-1117	38	13	representation	representation	NOUN
sc-1117	38	14	of	of	ADP
sc-1117	38	15	semantically	semantically	ADV
sc-1117	38	16	relevant	relevant	ADJ
sc-1117	38	17	and	and	CCONJ
sc-1117	38	18	syntactically	syntactically	ADV
sc-1117	38	19	organized	organize	VERB
sc-1117	38	20	in	in	ADP
sc-1117	38	21	a	a	DET
sc-1117	38	22	phrase	phrase	NOUN
sc-1117	38	23	or	or	CCONJ
sc-1117	38	24	sentence	sentence	NOUN
sc-1117	38	25	.	.	PUNCT
sc-1117	39	1	though	though	SCONJ
sc-1117	39	2	language	language	NOUN
sc-1117	39	3	and	and	CCONJ
sc-1117	39	4	emotions	emotion	NOUN
sc-1117	39	5	are	be	AUX
sc-1117	39	6	two	two	NUM
sc-1117	39	7	parallel	parallel	ADJ
sc-1117	39	8	systems	system	NOUN
sc-1117	39	9	,	,	PUNCT
sc-1117	39	10	coexisting	coexist	VERB
sc-1117	39	11	and	and	CCONJ
sc-1117	39	12	have	have	VERB
sc-1117	39	13	a	a	DET
sc-1117	39	14	relationship	relationship	NOUN
sc-1117	39	15	in	in	ADP
sc-1117	39	16	which	which	PRON
sc-1117	39	17	one	one	NUM
sc-1117	39	18	system	system	NOUN
sc-1117	39	19	affects	affect	VERB
sc-1117	39	20	the	the	DET
sc-1117	39	21	performance	performance	NOUN
sc-1117	39	22	of	of	ADP
sc-1117	39	23	the	the	DET
sc-1117	39	24	other	other	ADJ
sc-1117	39	25	.	.	PUNCT
sc-1117	40	1	both	both	PRON
sc-1117	40	2	perform	perform	VERB
sc-1117	40	3	the	the	DET
sc-1117	40	4	function	function	NOUN
sc-1117	40	5	of	of	ADP
sc-1117	40	6	communication	communication	NOUN
sc-1117	40	7	between	between	ADP
sc-1117	40	8	people	people	NOUN
sc-1117	40	9	(	(	PUNCT
sc-1117	40	10	bamberg	bamberg	PROPN
sc-1117	40	11	,	,	PUNCT
sc-1117	40	12	m.	m.	NOUN
sc-1117	40	13	1997	1997	NUM
sc-1117	40	14	)	)	PUNCT
sc-1117	40	15	.	.	PUNCT
sc-1117	41	1	the	the	DET
sc-1117	41	2	relay	relay	NOUN
sc-1117	41	3	of	of	ADP
sc-1117	41	4	emotions	emotion	NOUN
sc-1117	41	5	in	in	ADP
sc-1117	41	6	a	a	DET
sc-1117	41	7	language	language	NOUN
sc-1117	41	8	is	be	AUX
sc-1117	41	9	culture	culture	NOUN
sc-1117	41	10	-	-	PUNCT
sc-1117	41	11	specific	specific	ADJ
sc-1117	41	12	.	.	PUNCT
sc-1117	42	1	the	the	DET
sc-1117	42	2	eastern	eastern	ADJ
sc-1117	42	3	part	part	NOUN
sc-1117	42	4	of	of	ADP
sc-1117	42	5	the	the	DET
sc-1117	42	6	population	population	NOUN
sc-1117	42	7	relies	rely	VERB
sc-1117	42	8	heavily	heavily	ADV
sc-1117	42	9	on	on	ADP
sc-1117	42	10	the	the	DET
sc-1117	42	11	use	use	NOUN
sc-1117	42	12	of	of	ADP
sc-1117	42	13	emotionally	emotionally	ADV
sc-1117	42	14	rich	rich	ADJ
sc-1117	42	15	words	word	NOUN
sc-1117	42	16	in	in	ADP
sc-1117	42	17	comparison	comparison	NOUN
sc-1117	42	18	to	to	ADP
sc-1117	42	19	the	the	DET
sc-1117	42	20	people	people	NOUN
sc-1117	42	21	residing	reside	VERB
sc-1117	42	22	in	in	ADP
sc-1117	42	23	the	the	DET
sc-1117	42	24	west	west	NOUN
sc-1117	42	25	.	.	PUNCT
sc-1117	43	1	emotions	emotion	NOUN
sc-1117	43	2	are	be	AUX
sc-1117	43	3	both	both	PRON
sc-1117	43	4	verbally	verbally	ADV
sc-1117	43	5	and	and	CCONJ
sc-1117	43	6	nonverbally	nonverbally	ADV
sc-1117	43	7	expressed	express	VERB
sc-1117	43	8	,	,	PUNCT
sc-1117	43	9	and	and	CCONJ
sc-1117	43	10	it	it	PRON
sc-1117	43	11	is	be	AUX
sc-1117	43	12	easier	easy	ADJ
sc-1117	43	13	to	to	PART
sc-1117	43	14	comprehend	comprehend	VERB
sc-1117	43	15	the	the	DET
sc-1117	43	16	verbal	verbal	ADJ
sc-1117	43	17	messages	message	NOUN
sc-1117	43	18	than	than	ADP
sc-1117	43	19	the	the	DET
sc-1117	43	20	non	non	ADJ
sc-1117	43	21	-	-	ADJ
sc-1117	43	22	verbal	verbal	ADJ
sc-1117	43	23	mode	mode	NOUN
sc-1117	43	24	of	of	ADP
sc-1117	43	25	communication	communication	NOUN
sc-1117	43	26	.	.	PUNCT
sc-1117	44	1	language	language	NOUN
sc-1117	44	2	enriches	enrich	VERB
sc-1117	44	3	human	human	ADJ
sc-1117	44	4	thought	thought	NOUN
sc-1117	44	5	and	and	CCONJ
sc-1117	44	6	accelerates	accelerate	VERB
sc-1117	44	7	the	the	DET
sc-1117	44	8	process	process	NOUN
sc-1117	44	9	of	of	ADP
sc-1117	44	10	problem	problem	NOUN
sc-1117	44	11	-	-	PUNCT
sc-1117	44	12	solving	solve	VERB
sc-1117	44	13	and	and	CCONJ
sc-1117	44	14	decision	decision	NOUN
sc-1117	44	15	making	making	NOUN
sc-1117	44	16	.	.	PUNCT
sc-1117	45	1	sometimes	sometimes	ADV
sc-1117	45	2	words	word	NOUN
sc-1117	45	3	such	such	ADJ
sc-1117	45	4	as	as	ADP
sc-1117	45	5	joy	joy	NOUN
sc-1117	45	6	,	,	PUNCT
sc-1117	45	7	surprise	surprise	NOUN
sc-1117	45	8	,	,	PUNCT
sc-1117	45	9	anger	anger	NOUN
sc-1117	45	10	,	,	PUNCT
sc-1117	45	11	agony	agony	NOUN
sc-1117	45	12	,	,	PUNCT
sc-1117	45	13	fear	fear	NOUN
sc-1117	45	14	,	,	PUNCT
sc-1117	45	15	disgust	disgust	NOUN
sc-1117	45	16	,	,	PUNCT
sc-1117	45	17	etc	etc	X
sc-1117	45	18	.	.	X
sc-1117	45	19	seem	seem	VERB
sc-1117	45	20	to	to	PART
sc-1117	45	21	convey	convey	VERB
sc-1117	45	22	the	the	DET
sc-1117	45	23	target	target	NOUN
sc-1117	45	24	message	message	NOUN
sc-1117	45	25	more	more	ADJ
sc-1117	45	26	than	than	ADP
sc-1117	45	27	facial	facial	ADJ
sc-1117	45	28	expressions	expression	NOUN
sc-1117	45	29	,	,	PUNCT
sc-1117	45	30	which	which	PRON
sc-1117	45	31	are	be	AUX
sc-1117	45	32	more	more	ADJ
sc-1117	45	33	culture	culture	NOUN
sc-1117	45	34	-	-	PUNCT
sc-1117	45	35	specific	specific	ADJ
sc-1117	45	36	.	.	PUNCT
sc-1117	46	1	fridlund	fridlund	PROPN
sc-1117	46	2	(	(	PUNCT
sc-1117	46	3	1997	1997	NUM
sc-1117	46	4	)	)	PUNCT
sc-1117	46	5	suggests	suggest	VERB
sc-1117	46	6	that	that	SCONJ
sc-1117	46	7	the	the	DET
sc-1117	46	8	universal	universal	ADJ
sc-1117	46	9	facial	facial	ADJ
sc-1117	46	10	expressions	expression	NOUN
sc-1117	46	11	postulated	postulate	VERB
sc-1117	46	12	by	by	ADP
sc-1117	46	13	paul	paul	PROPN
sc-1117	46	14	ekman	ekman	PROPN
sc-1117	46	15	do	do	AUX
sc-1117	46	16	not	not	PART
sc-1117	46	17	provide	provide	VERB
sc-1117	46	18	a	a	DET
sc-1117	46	19	comprehensive	comprehensive	ADJ
sc-1117	46	20	account	account	NOUN
sc-1117	46	21	for	for	ADP
sc-1117	46	22	cultural	cultural	ADJ
sc-1117	46	23	differences	difference	NOUN
sc-1117	46	24	or	or	CCONJ
sc-1117	46	25	deviations	deviation	NOUN
sc-1117	46	26	in	in	ADP
sc-1117	46	27	different	different	ADJ
sc-1117	46	28	social	social	ADJ
sc-1117	46	29	contexts	contexts	NOUN
sc-1117	46	30	.	.	PUNCT
sc-1117	47	1	paul	paul	PROPN
sc-1117	47	2	ekman	ekman	PROPN
sc-1117	47	3	is	be	AUX
sc-1117	47	4	known	know	VERB
sc-1117	47	5	for	for	ADP
sc-1117	47	6	his	his	PRON
sc-1117	47	7	pioneering	pioneer	VERB
sc-1117	47	8	work	work	NOUN
sc-1117	47	9	in	in	ADP
sc-1117	47	10	the	the	DET
sc-1117	47	11	study	study	NOUN
sc-1117	47	12	of	of	ADP
sc-1117	47	13	emotions	emotion	NOUN
sc-1117	47	14	and	and	CCONJ
sc-1117	47	15	their	their	PRON
sc-1117	47	16	relation	relation	NOUN
sc-1117	47	17	with	with	ADP
sc-1117	47	18	facial	facial	ADJ
sc-1117	47	19	expressions	expression	NOUN
sc-1117	47	20	.	.	PUNCT
sc-1117	48	1	he	he	PRON
sc-1117	48	2	has	have	VERB
sc-1117	48	3	a	a	DET
sc-1117	48	4	keen	keen	ADJ
sc-1117	48	5	eye	eye	NOUN
sc-1117	48	6	in	in	ADP
sc-1117	48	7	detecting	detect	VERB
sc-1117	48	8	lies	lie	NOUN
sc-1117	48	9	and	and	CCONJ
sc-1117	48	10	had	have	AUX
sc-1117	48	11	developed	develop	VERB
sc-1117	48	12	an	an	DET
sc-1117	48	13	atlas	atlas	NOUN
sc-1117	48	14	of	of	ADP
sc-1117	48	15	emotions	emotion	NOUN
sc-1117	48	16	.	.	PUNCT
sc-1117	49	1	he	he	PRON
sc-1117	49	2	has	have	AUX
sc-1117	49	3	conducted	conduct	VERB
sc-1117	49	4	crucial	crucial	ADJ
sc-1117	49	5	research	research	NOUN
sc-1117	49	6	on	on	ADP
sc-1117	49	7	the	the	DET
sc-1117	49	8	universality	universality	NOUN
sc-1117	49	9	of	of	ADP
sc-1117	49	10	expression	expression	NOUN
sc-1117	49	11	of	of	ADP
sc-1117	49	12	basic	basic	ADJ
sc-1117	49	13	emotions	emotion	NOUN
sc-1117	49	14	in	in	ADP
sc-1117	49	15	humans	human	NOUN
sc-1117	49	16	.	.	PUNCT
sc-1117	50	1	(	(	PUNCT
sc-1117	50	2	ekman	ekman	PROPN
sc-1117	50	3	p.	p.	PROPN
sc-1117	50	4	1992	1992	NUM
sc-1117	50	5	)	)	PUNCT
sc-1117	50	6	.	.	PUNCT
sc-1117	51	1	paul	paul	PROPN
sc-1117	51	2	ekman	ekman	PROPN
sc-1117	51	3	(	(	PUNCT
sc-1117	51	4	1992	1992	NUM
sc-1117	51	5	)	)	PUNCT
sc-1117	51	6	describes	describe	VERB
sc-1117	51	7	emotions	emotion	NOUN
sc-1117	51	8	as	as	SCONJ
sc-1117	51	9	“	"	PUNCT
sc-1117	51	10	emotions	emotion	NOUN
sc-1117	51	11	are	be	AUX
sc-1117	51	12	viewed	view	VERB
sc-1117	51	13	as	as	ADP
sc-1117	51	14	having	having	AUX
sc-1117	51	15	evolved	evolve	VERB
sc-1117	51	16	through	through	ADP
sc-1117	51	17	adaptive	adaptive	ADJ
sc-1117	51	18	value	value	NOUN
sc-1117	51	19	in	in	ADP
sc-1117	51	20	dealing	deal	VERB
sc-1117	51	21	with	with	ADP
sc-1117	51	22	fundamental	fundamental	ADJ
sc-1117	51	23	lifetasks	lifetask	NOUN
sc-1117	51	24	.	.	PUNCT
sc-1117	52	1	each	each	DET
sc-1117	52	2	emotion	emotion	NOUN
sc-1117	52	3	has	have	VERB
sc-1117	52	4	unique	unique	ADJ
sc-1117	52	5	features	feature	NOUN
sc-1117	52	6	:	:	PUNCT
sc-1117	52	7	signal	signal	NOUN
sc-1117	52	8	,	,	PUNCT
sc-1117	52	9	physiology	physiology	NOUN
sc-1117	52	10	,	,	PUNCT
sc-1117	52	11	and	and	CCONJ
sc-1117	52	12	antecedent	antecedent	NOUN
sc-1117	52	13	events	event	NOUN
sc-1117	52	14	.	.	PUNCT
sc-1117	53	1	each	each	DET
sc-1117	53	2	emotion	emotion	NOUN
sc-1117	53	3	also	also	ADV
sc-1117	53	4	has	have	VERB
sc-1117	53	5	characteristics	characteristic	NOUN
sc-1117	53	6	in	in	ADP
sc-1117	53	7	common	common	ADJ
sc-1117	53	8	with	with	ADP
sc-1117	53	9	other	other	ADJ
sc-1117	53	10	emotions	emotion	NOUN
sc-1117	53	11	:	:	PUNCT
sc-1117	53	12	rapid	rapid	ADJ
sc-1117	53	13	onset	onset	NOUN
sc-1117	53	14	,	,	PUNCT
sc-1117	53	15	short	short	ADJ
sc-1117	53	16	duration	duration	NOUN
sc-1117	53	17	,	,	PUNCT
sc-1117	53	18	unbidden	unbidden	ADJ
sc-1117	53	19	occurrence	occurrence	NOUN
sc-1117	53	20	,	,	PUNCT
sc-1117	53	21	automatic	automatic	ADJ
sc-1117	53	22	appraisal	appraisal	NOUN
sc-1117	53	23	,	,	PUNCT
sc-1117	53	24	and	and	CCONJ
sc-1117	53	25	coherence	coherence	NOUN
sc-1117	53	26	among	among	ADP
sc-1117	53	27	responses	response	NOUN
sc-1117	53	28	.	.	PUNCT
sc-1117	54	1	these	these	DET
sc-1117	54	2	shared	share	VERB
sc-1117	54	3	and	and	CCONJ
sc-1117	54	4	unique	unique	ADJ
sc-1117	54	5	characteristics	characteristic	NOUN
sc-1117	54	6	are	be	AUX
sc-1117	54	7	the	the	DET
sc-1117	54	8	product	product	NOUN
sc-1117	54	9	of	of	ADP
sc-1117	54	10	our	our	PRON
sc-1117	54	11	evolution	evolution	NOUN
sc-1117	54	12	and	and	CCONJ
sc-1117	54	13	distinguish	distinguish	VERB
sc-1117	54	14	emotions	emotion	NOUN
sc-1117	54	15	from	from	ADP
sc-1117	54	16	other	other	ADJ
sc-1117	54	17	affective	affective	ADJ
sc-1117	54	18	phenomena	phenomenon	NOUN
sc-1117	54	19	.	.	PUNCT
sc-1117	54	20	”	"	PUNCT
sc-1117	55	1	2.1	2.1	NUM
sc-1117	55	2	.	.	PUNCT
sc-1117	56	1	emotional	emotional	ADJ
sc-1117	56	2	disorders	disorder	NOUN
sc-1117	56	3	mental	mental	ADJ
sc-1117	56	4	health	health	NOUN
sc-1117	56	5	professionals	professional	NOUN
sc-1117	56	6	have	have	AUX
sc-1117	56	7	always	always	ADV
sc-1117	56	8	attempted	attempt	VERB
sc-1117	56	9	to	to	PART
sc-1117	56	10	understand	understand	VERB
sc-1117	56	11	and	and	CCONJ
sc-1117	56	12	control	control	VERB
sc-1117	56	13	deviant	deviant	ADJ
sc-1117	56	14	and	and	CCONJ
sc-1117	56	15	undesirable	undesirable	ADJ
sc-1117	56	16	behavior	behavior	NOUN
sc-1117	56	17	,	,	PUNCT
sc-1117	56	18	which	which	PRON
sc-1117	56	19	is	be	AUX
sc-1117	56	20	harmful	harmful	ADJ
sc-1117	56	21	to	to	PART
sc-1117	56	22	self	self	NOUN
sc-1117	56	23	or	or	CCONJ
sc-1117	56	24	others	other	NOUN
sc-1117	56	25	and	and	CCONJ
sc-1117	56	26	contrary	contrary	ADJ
sc-1117	56	27	to	to	ADP
sc-1117	56	28	cultural	cultural	ADJ
sc-1117	56	29	beliefs	belief	NOUN
sc-1117	56	30	and	and	CCONJ
sc-1117	56	31	ethos	ethos	PROPN
sc-1117	56	32	.	.	PUNCT
sc-1117	57	1	an	an	DET
sc-1117	57	2	observation	observation	NOUN
sc-1117	57	3	is	be	AUX
sc-1117	57	4	made	make	VERB
sc-1117	57	5	and	and	CCONJ
sc-1117	57	6	recorded	record	VERB
sc-1117	57	7	for	for	ADP
sc-1117	57	8	any	any	DET
sc-1117	57	9	unusual	unusual	ADJ
sc-1117	57	10	patterns	pattern	NOUN
sc-1117	57	11	of	of	ADP
sc-1117	57	12	behavior	behavior	NOUN
sc-1117	57	13	that	that	PRON
sc-1117	57	14	also	also	ADV
sc-1117	57	15	include	include	VERB
sc-1117	57	16	discrepancies	discrepancy	NOUN
sc-1117	57	17	in	in	ADP
sc-1117	57	18	thinking	thinking	NOUN
sc-1117	57	19	and	and	CCONJ
sc-1117	57	20	emotional	emotional	ADJ
sc-1117	57	21	disturbances	disturbance	NOUN
sc-1117	57	22	.	.	PUNCT
sc-1117	58	1	most	most	ADJ
sc-1117	58	2	of	of	ADP
sc-1117	58	3	the	the	DET
sc-1117	58	4	time	time	NOUN
sc-1117	58	5	,	,	PUNCT
sc-1117	58	6	clients	client	NOUN
sc-1117	58	7	present	present	ADJ
sc-1117	58	8	with	with	ADP
sc-1117	58	9	two	two	NUM
sc-1117	58	10	kinds	kind	NOUN
sc-1117	58	11	of	of	ADP
sc-1117	58	12	emotional	emotional	ADJ
sc-1117	58	13	responses	response	NOUN
sc-1117	58	14	in	in	ADP
sc-1117	58	15	a	a	DET
sc-1117	58	16	clinical	clinical	ADJ
sc-1117	58	17	setting	setting	NOUN
sc-1117	58	18	,	,	PUNCT
sc-1117	58	19	either	either	CCONJ
sc-1117	58	20	they	they	PRON
sc-1117	58	21	are	be	AUX
sc-1117	58	22	disruptive	disruptive	ADJ
sc-1117	58	23	,	,	PUNCT
sc-1117	58	24	nonadjusting	nonadjusting	ADJ
sc-1117	58	25	,	,	PUNCT
sc-1117	58	26	or	or	CCONJ
sc-1117	58	27	low	low	ADJ
sc-1117	58	28	activity	activity	NOUN
sc-1117	58	29	,	,	PUNCT
sc-1117	58	30	succumbing	succumb	VERB
sc-1117	58	31	to	to	PART
sc-1117	58	32	stress	stress	VERB
sc-1117	58	33	(	(	PUNCT
sc-1117	58	34	table	table	NOUN
sc-1117	58	35	1	1	NUM
sc-1117	58	36	)	)	PUNCT
sc-1117	58	37	.	.	PUNCT
sc-1117	59	1	each	each	DET
sc-1117	59	2	individual	individual	NOUN
sc-1117	59	3	has	have	VERB
sc-1117	59	4	a	a	DET
sc-1117	59	5	specific	specific	ADJ
sc-1117	59	6	coping	cope	VERB
sc-1117	59	7	mechanism	mechanism	NOUN
sc-1117	59	8	in	in	ADP
sc-1117	59	9	response	response	NOUN
sc-1117	59	10	to	to	ADP
sc-1117	59	11	internal	internal	ADJ
sc-1117	59	12	and	and	CCONJ
sc-1117	59	13	external	external	ADJ
sc-1117	59	14	stressors	stressor	NOUN
sc-1117	59	15	.	.	PUNCT
sc-1117	60	1	lack	lack	NOUN
sc-1117	60	2	of	of	ADP
sc-1117	60	3	family	family	NOUN
sc-1117	60	4	support	support	NOUN
sc-1117	60	5	,	,	PUNCT
sc-1117	60	6	peer	peer	NOUN
sc-1117	60	7	pressure	pressure	NOUN
sc-1117	60	8	,	,	PUNCT
sc-1117	60	9	the	the	DET
sc-1117	60	10	pressure	pressure	NOUN
sc-1117	60	11	created	create	VERB
sc-1117	60	12	by	by	ADP
sc-1117	60	13	self	self	NOUN
sc-1117	60	14	or	or	CCONJ
sc-1117	60	15	organizations	organization	NOUN
sc-1117	60	16	,	,	PUNCT
sc-1117	60	17	the	the	DET
sc-1117	60	18	need	need	NOUN
sc-1117	60	19	for	for	ADP
sc-1117	60	20	overachievement	overachievement	ADJ
sc-1117	60	21	,	,	PUNCT
sc-1117	60	22	perfectionism	perfectionism	NOUN
sc-1117	60	23	,	,	PUNCT
sc-1117	60	24	controlling	control	VERB
sc-1117	60	25	attitude	attitude	NOUN
sc-1117	60	26	,	,	PUNCT
sc-1117	60	27	and	and	CCONJ
sc-1117	60	28	lack	lack	NOUN
sc-1117	60	29	of	of	ADP
sc-1117	60	30	self	self	NOUN
sc-1117	60	31	-	-	PUNCT
sc-1117	60	32	regulations	regulation	NOUN
sc-1117	60	33	create	create	VERB
sc-1117	60	34	imbalance	imbalance	NOUN
sc-1117	60	35	or	or	CCONJ
sc-1117	60	36	disharmony	disharmony	NOUN
sc-1117	60	37	in	in	ADP
sc-1117	60	38	life	life	NOUN
sc-1117	60	39	.	.	PUNCT
sc-1117	61	1	these	these	DET
sc-1117	61	2	lead	lead	VERB
sc-1117	61	3	to	to	ADP
sc-1117	61	4	emotional	emotional	ADJ
sc-1117	61	5	imbalance	imbalance	NOUN
sc-1117	61	6	,	,	PUNCT
sc-1117	61	7	and	and	CCONJ
sc-1117	61	8	sometimes	sometimes	ADV
sc-1117	61	9	it	it	PRON
sc-1117	61	10	is	be	AUX
sc-1117	61	11	difficult	difficult	ADJ
sc-1117	61	12	to	to	PART
sc-1117	61	13	note	note	VERB
sc-1117	61	14	them	they	PRON
sc-1117	61	15	accurately	accurately	ADV
sc-1117	61	16	and	and	CCONJ
sc-1117	61	17	on	on	ADP
sc-1117	61	18	time	time	NOUN
sc-1117	61	19	.	.	PUNCT
sc-1117	62	1	timing	timing	NOUN
sc-1117	62	2	is	be	AUX
sc-1117	62	3	crucial	crucial	ADJ
sc-1117	62	4	for	for	ADP
sc-1117	62	5	a	a	DET
sc-1117	62	6	successful	successful	ADJ
sc-1117	62	7	prognosis	prognosis	NOUN
sc-1117	62	8	in	in	ADP
sc-1117	62	9	any	any	DET
sc-1117	62	10	ailment	ailment	NOUN
sc-1117	62	11	,	,	PUNCT
sc-1117	62	12	whether	whether	SCONJ
sc-1117	62	13	it	it	PRON
sc-1117	62	14	is	be	AUX
sc-1117	62	15	mental	mental	ADJ
sc-1117	62	16	or	or	CCONJ
sc-1117	62	17	physical	physical	ADJ
sc-1117	62	18	.	.	PUNCT
sc-1117	63	1	table	table	NOUN
sc-1117	63	2	1	1	NUM
sc-1117	63	3	.	.	X
sc-1117	63	4	mental	mental	ADJ
sc-1117	63	5	and	and	CCONJ
sc-1117	63	6	behavioural	behavioural	ADJ
sc-1117	63	7	disorders	disorder	NOUN
sc-1117	63	8	with	with	ADP
sc-1117	63	9	some	some	PRON
sc-1117	63	10	of	of	ADP
sc-1117	63	11	their	their	PRON
sc-1117	63	12	characteristic	characteristic	ADJ
sc-1117	63	13	features	feature	NOUN
sc-1117	63	14	based	base	VERB
sc-1117	63	15	on	on	ADP
sc-1117	63	16	dsm	dsm	PROPN
sc-1117	63	17	v	v	PROPN
sc-1117	63	18	(	(	PUNCT
sc-1117	63	19	american	american	ADJ
sc-1117	63	20	psychological	psychological	PROPN
sc-1117	63	21	association	association	PROPN
sc-1117	63	22	,	,	PUNCT
sc-1117	63	23	2013	2013	NUM
sc-1117	63	24	)	)	PUNCT
sc-1117	63	25	mental	mental	ADJ
sc-1117	63	26	and	and	CCONJ
sc-1117	63	27	behavioural	behavioural	ADJ
sc-1117	63	28	disorders	disorder	NOUN
sc-1117	63	29	some	some	DET
sc-1117	63	30	characteristic	characteristic	ADJ
sc-1117	63	31	features	feature	VERB
sc-1117	63	32	schizophrenia	schizophrenia	PROPN
sc-1117	63	33	spectrum	spectrum	NOUN
sc-1117	63	34	and	and	CCONJ
sc-1117	63	35	other	other	ADJ
sc-1117	63	36	psychotic	psychotic	ADJ
sc-1117	63	37	disorders	disorder	NOUN
sc-1117	63	38	delusions	delusion	NOUN
sc-1117	63	39	,	,	PUNCT
sc-1117	63	40	hallucinations	hallucination	NOUN
sc-1117	63	41	,	,	PUNCT
sc-1117	63	42	disorganized	disorganized	ADJ
sc-1117	63	43	behaviour	behaviour	NOUN
sc-1117	63	44	,	,	PUNCT
sc-1117	63	45	low	low	ADJ
sc-1117	63	46	selfcare	selfcare	NOUN
sc-1117	63	47	,	,	PUNCT
sc-1117	63	48	diminished	diminish	VERB
sc-1117	63	49	emotional	emotional	ADJ
sc-1117	63	50	expressions	expression	NOUN
sc-1117	63	51	,	,	PUNCT
sc-1117	63	52	etc	etc	X
sc-1117	63	53	.	.	X
sc-1117	64	1	bipolar	bipolar	ADJ
sc-1117	64	2	and	and	CCONJ
sc-1117	64	3	related	related	ADJ
sc-1117	64	4	disorders	disorder	NOUN
sc-1117	64	5	elevated	elevate	VERB
sc-1117	64	6	mood	mood	NOUN
sc-1117	64	7	,	,	PUNCT
sc-1117	64	8	flight	flight	NOUN
sc-1117	64	9	of	of	ADP
sc-1117	64	10	thought	thought	NOUN
sc-1117	64	11	,	,	PUNCT
sc-1117	64	12	inflated	inflate	VERB
sc-1117	64	13	self	self	NOUN
sc-1117	64	14	-	-	PUNCT
sc-1117	64	15	esteem	esteem	NOUN
sc-1117	64	16	,	,	PUNCT
sc-1117	64	17	uncontrollable	uncontrollable	ADJ
sc-1117	64	18	excitement	excitement	NOUN
sc-1117	64	19	,	,	PUNCT
sc-1117	64	20	over	over	ADP
sc-1117	64	21	activity	activity	NOUN
sc-1117	64	22	,	,	PUNCT
sc-1117	64	23	incomprehensible	incomprehensible	ADJ
sc-1117	64	24	speech	speech	NOUN
sc-1117	64	25	,	,	PUNCT
sc-1117	64	26	etc	etc	X
sc-1117	64	27	.	.	X
sc-1117	64	28	depressive	depressive	ADJ
sc-1117	64	29	disorders	disorder	NOUN
sc-1117	64	30	depressed	depressed	ADJ
sc-1117	64	31	mood	mood	NOUN
sc-1117	64	32	,	,	PUNCT
sc-1117	64	33	loss	loss	NOUN
sc-1117	64	34	of	of	ADP
sc-1117	64	35	concentration	concentration	NOUN
sc-1117	64	36	,	,	PUNCT
sc-1117	64	37	irritability	irritability	NOUN
sc-1117	64	38	,	,	PUNCT
sc-1117	64	39	sweta	sweta	ADJ
sc-1117	64	40	saraff	saraff	PROPN
sc-1117	64	41	et	et	PROPN
sc-1117	64	42	al	al	PROPN
sc-1117	64	43	.	.	PUNCT
sc-1117	65	1	eai	eai	PROPN
sc-1117	65	2	endorsed	endorse	VERB
sc-1117	65	3	transactions	transaction	NOUN
sc-1117	65	4	on	on	ADP
sc-1117	65	5	smart	smart	ADJ
sc-1117	65	6	cities	city	NOUN
sc-1117	65	7	08	08	NUM
sc-1117	65	8	2020	2020	NUM
sc-1117	65	9	01	01	NUM
sc-1117	65	10	2021	2021	NUM
sc-1117	65	11	|	|	ADV
sc-1117	65	12	volume	volume	NOUN
sc-1117	65	13	5	5	NUM
sc-1117	65	14	|	|	ADV
sc-1117	65	15	issue	issue	VERB
sc-1117	65	16	13	13	NUM
sc-1117	65	17	|	|	NOUN
sc-1117	65	18	e4	e4	PROPN
sc-1117	65	19	application	application	NOUN
sc-1117	65	20	of	of	ADP
sc-1117	65	21	sentiment	sentiment	NOUN
sc-1117	65	22	analysis	analysis	NOUN
sc-1117	65	23	in	in	ADP
sc-1117	65	24	understanding	understand	VERB
sc-1117	65	25	human	human	ADJ
sc-1117	65	26	emotions	emotion	NOUN
sc-1117	65	27	and	and	CCONJ
sc-1117	65	28	behavior	behavior	NOUN
sc-1117	65	29	3	3	NUM
sc-1117	65	30	sleeplessness	sleeplessness	NOUN
sc-1117	65	31	,	,	PUNCT
sc-1117	65	32	loss	loss	NOUN
sc-1117	65	33	of	of	ADP
sc-1117	65	34	pleasure	pleasure	NOUN
sc-1117	65	35	,	,	PUNCT
sc-1117	65	36	loss	loss	NOUN
sc-1117	65	37	of	of	ADP
sc-1117	65	38	appetite	appetite	NOUN
sc-1117	65	39	,	,	PUNCT
sc-1117	65	40	suicidal	suicidal	ADJ
sc-1117	65	41	ideation	ideation	NOUN
sc-1117	65	42	,	,	PUNCT
sc-1117	65	43	etc	etc	X
sc-1117	65	44	.	.	X
sc-1117	65	45	anxiety	anxiety	NOUN
sc-1117	65	46	disorders	disorder	NOUN
sc-1117	65	47	apprehension	apprehension	NOUN
sc-1117	65	48	about	about	ADP
sc-1117	65	49	possible	possible	ADJ
sc-1117	65	50	misfortune	misfortune	NOUN
sc-1117	65	51	,	,	PUNCT
sc-1117	65	52	headache	headache	NOUN
sc-1117	65	53	,	,	PUNCT
sc-1117	65	54	trembling	tremble	VERB
sc-1117	65	55	,	,	PUNCT
sc-1117	65	56	nervousness	nervousness	NOUN
sc-1117	65	57	,	,	PUNCT
sc-1117	65	58	sweating	sweating	NOUN
sc-1117	65	59	,	,	PUNCT
sc-1117	65	60	palpitations	palpitation	NOUN
sc-1117	65	61	,	,	PUNCT
sc-1117	65	62	epigastric	epigastric	NOUN
sc-1117	65	63	discomfort	discomfort	NOUN
sc-1117	65	64	,	,	PUNCT
sc-1117	65	65	excessive	excessive	ADJ
sc-1117	65	66	vigilance	vigilance	NOUN
sc-1117	65	67	,	,	PUNCT
sc-1117	65	68	etc	etc	X
sc-1117	65	69	.	.	X
sc-1117	65	70	obsessive	obsessive	ADJ
sc-1117	65	71	compulsive	compulsive	ADJ
sc-1117	65	72	disorders	disorder	NOUN
sc-1117	65	73	recurrent	recurrent	ADJ
sc-1117	65	74	thoughts	thought	NOUN
sc-1117	65	75	in	in	ADP
sc-1117	65	76	the	the	DET
sc-1117	65	77	form	form	NOUN
sc-1117	65	78	of	of	ADP
sc-1117	65	79	image	image	NOUN
sc-1117	65	80	,	,	PUNCT
sc-1117	65	81	idea	idea	NOUN
sc-1117	65	82	or	or	CCONJ
sc-1117	65	83	impulse	impulse	ADJ
sc-1117	65	84	,	,	PUNCT
sc-1117	65	85	extremely	extremely	ADV
sc-1117	65	86	distressing	distressing	ADJ
sc-1117	65	87	,	,	PUNCT
sc-1117	65	88	lack	lack	NOUN
sc-1117	65	89	of	of	ADP
sc-1117	65	90	self	self	NOUN
sc-1117	65	91	-	-	PUNCT
sc-1117	65	92	control	control	NOUN
sc-1117	65	93	,	,	PUNCT
sc-1117	65	94	high	high	ADJ
sc-1117	65	95	level	level	NOUN
sc-1117	65	96	of	of	ADP
sc-1117	65	97	anxiety	anxiety	NOUN
sc-1117	65	98	,	,	PUNCT
sc-1117	65	99	restlessness	restlessness	NOUN
sc-1117	65	100	,	,	PUNCT
sc-1117	65	101	suicidal	suicidal	ADJ
sc-1117	65	102	thoughts	thought	NOUN
sc-1117	65	103	and	and	CCONJ
sc-1117	65	104	depressed	depressed	ADJ
sc-1117	65	105	mood	mood	NOUN
sc-1117	65	106	,	,	PUNCT
sc-1117	65	107	etc	etc	X
sc-1117	65	108	.	.	X
sc-1117	65	109	traumaand	traumaand	PROPN
sc-1117	65	110	stressor	stressor	PROPN
sc-1117	65	111	-	-	PUNCT
sc-1117	65	112	related	relate	VERB
sc-1117	65	113	disorders	disorder	NOUN
sc-1117	65	114	presence	presence	NOUN
sc-1117	65	115	of	of	ADP
sc-1117	65	116	stressor	stressor	PROPN
sc-1117	65	117	,	,	PUNCT
sc-1117	65	118	low	low	ADJ
sc-1117	65	119	coping	cope	VERB
sc-1117	65	120	mechanism	mechanism	NOUN
sc-1117	65	121	,	,	PUNCT
sc-1117	65	122	lack	lack	NOUN
sc-1117	65	123	of	of	ADP
sc-1117	65	124	social	social	ADJ
sc-1117	65	125	support	support	NOUN
sc-1117	65	126	,	,	PUNCT
sc-1117	65	127	emotional	emotional	ADJ
sc-1117	65	128	detachment	detachment	NOUN
sc-1117	65	129	,	,	PUNCT
sc-1117	65	130	fearful	fearful	ADJ
sc-1117	65	131	dreams	dream	NOUN
sc-1117	65	132	,	,	PUNCT
sc-1117	65	133	loss	loss	NOUN
sc-1117	65	134	of	of	ADP
sc-1117	65	135	appetite	appetite	NOUN
sc-1117	65	136	,	,	PUNCT
sc-1117	65	137	considerable	considerable	ADJ
sc-1117	65	138	weight	weight	NOUN
sc-1117	65	139	loss	loss	NOUN
sc-1117	65	140	/	/	SYM
sc-1117	65	141	gain	gain	VERB
sc-1117	65	142	dissociative	dissociative	ADJ
sc-1117	65	143	disorders	disorder	NOUN
sc-1117	65	144	loss	loss	NOUN
sc-1117	65	145	of	of	ADP
sc-1117	65	146	integration	integration	NOUN
sc-1117	65	147	between	between	ADP
sc-1117	65	148	past	past	NOUN
sc-1117	65	149	and	and	CCONJ
sc-1117	65	150	present	present	ADJ
sc-1117	65	151	,	,	PUNCT
sc-1117	65	152	lack	lack	NOUN
sc-1117	65	153	of	of	ADP
sc-1117	65	154	awareness	awareness	NOUN
sc-1117	65	155	of	of	ADP
sc-1117	65	156	self	self	NOUN
sc-1117	65	157	and	and	CCONJ
sc-1117	65	158	control	control	NOUN
sc-1117	65	159	over	over	ADP
sc-1117	65	160	bodily	bodily	ADJ
sc-1117	65	161	movements	movement	NOUN
sc-1117	65	162	,	,	PUNCT
sc-1117	65	163	attention	attention	NOUN
sc-1117	65	164	seeking	seek	VERB
sc-1117	65	165	behaviour	behaviour	NOUN
sc-1117	65	166	,	,	PUNCT
sc-1117	65	167	somatic	somatic	ADJ
sc-1117	65	168	symptom	symptom	NOUN
sc-1117	65	169	and	and	CCONJ
sc-1117	65	170	related	related	ADJ
sc-1117	65	171	disorders	disorder	NOUN
sc-1117	65	172	depression	depression	NOUN
sc-1117	65	173	,	,	PUNCT
sc-1117	65	174	anxiety	anxiety	NOUN
sc-1117	65	175	related	relate	VERB
sc-1117	65	176	to	to	ADP
sc-1117	65	177	continuously	continuously	ADV
sc-1117	65	178	changing	change	VERB
sc-1117	65	179	physical	physical	ADJ
sc-1117	65	180	symptoms	symptom	NOUN
sc-1117	65	181	,	,	PUNCT
sc-1117	65	182	unexplainable	unexplainable	ADJ
sc-1117	65	183	body	body	NOUN
sc-1117	65	184	pain	pain	NOUN
sc-1117	65	185	,	,	PUNCT
sc-1117	65	186	loss	loss	NOUN
sc-1117	65	187	of	of	ADP
sc-1117	65	188	interest	interest	NOUN
sc-1117	65	189	in	in	ADP
sc-1117	65	190	daily	daily	ADJ
sc-1117	65	191	activities	activity	NOUN
sc-1117	65	192	,	,	PUNCT
sc-1117	65	193	sexual	sexual	ADJ
sc-1117	65	194	and	and	CCONJ
sc-1117	65	195	menstrual	menstrual	ADJ
sc-1117	65	196	complaints	complaint	NOUN
sc-1117	65	197	.	.	PUNCT
sc-1117	66	1	2.2	2.2	NUM
sc-1117	66	2	.	.	PUNCT
sc-1117	66	3	assessment	assessment	NOUN
sc-1117	66	4	of	of	ADP
sc-1117	66	5	emotions	emotion	NOUN
sc-1117	66	6	,	,	PUNCT
sc-1117	66	7	thought	think	VERB
sc-1117	66	8	and	and	CCONJ
sc-1117	66	9	behaviour	behaviour	NOUN
sc-1117	66	10	psychiatric	psychiatric	ADJ
sc-1117	66	11	interviews	interview	NOUN
sc-1117	66	12	are	be	AUX
sc-1117	66	13	both	both	PRON
sc-1117	66	14	structured	structure	VERB
sc-1117	66	15	and	and	CCONJ
sc-1117	66	16	unstructured	unstructure	VERB
sc-1117	66	17	depending	depend	VERB
sc-1117	66	18	upon	upon	SCONJ
sc-1117	66	19	the	the	DET
sc-1117	66	20	referral	referral	ADJ
sc-1117	66	21	settings	setting	NOUN
sc-1117	66	22	,	,	PUNCT
sc-1117	66	23	goals	goal	NOUN
sc-1117	66	24	,	,	PUNCT
sc-1117	66	25	and	and	CCONJ
sc-1117	66	26	context	context	NOUN
sc-1117	66	27	of	of	ADP
sc-1117	66	28	the	the	DET
sc-1117	66	29	interview	interview	NOUN
sc-1117	66	30	.	.	PUNCT
sc-1117	67	1	the	the	DET
sc-1117	67	2	interviewer	interviewer	NOUN
sc-1117	67	3	tries	try	VERB
sc-1117	67	4	to	to	PART
sc-1117	67	5	establish	establish	VERB
sc-1117	67	6	rapport	rapport	NOUN
sc-1117	67	7	and	and	CCONJ
sc-1117	67	8	orients	orient	VERB
sc-1117	67	9	the	the	DET
sc-1117	67	10	interview	interview	NOUN
sc-1117	67	11	in	in	ADP
sc-1117	67	12	such	such	DET
sc-1117	67	13	a	a	DET
sc-1117	67	14	way	way	NOUN
sc-1117	67	15	as	as	SCONJ
sc-1117	67	16	to	to	PART
sc-1117	67	17	find	find	VERB
sc-1117	67	18	out	out	ADP
sc-1117	67	19	the	the	DET
sc-1117	67	20	cause	cause	NOUN
sc-1117	67	21	for	for	ADP
sc-1117	67	22	change	change	NOUN
sc-1117	67	23	in	in	ADP
sc-1117	67	24	behavior	behavior	NOUN
sc-1117	67	25	.	.	PUNCT
sc-1117	68	1	its	its	PRON
sc-1117	68	2	goal	goal	NOUN
sc-1117	68	3	is	be	AUX
sc-1117	68	4	to	to	PART
sc-1117	68	5	collect	collect	VERB
sc-1117	68	6	evidence	evidence	NOUN
sc-1117	68	7	and	and	CCONJ
sc-1117	68	8	organize	organize	VERB
sc-1117	68	9	them	they	PRON
sc-1117	68	10	efficiently	efficiently	ADV
sc-1117	68	11	to	to	PART
sc-1117	68	12	reach	reach	VERB
sc-1117	68	13	a	a	DET
sc-1117	68	14	conclusion	conclusion	NOUN
sc-1117	68	15	based	base	VERB
sc-1117	68	16	on	on	ADP
sc-1117	68	17	the	the	DET
sc-1117	68	18	multiaxial	multiaxial	ADJ
sc-1117	68	19	system	system	NOUN
sc-1117	68	20	of	of	ADP
sc-1117	68	21	the	the	DET
sc-1117	68	22	diagnostic	diagnostic	ADJ
sc-1117	68	23	and	and	CCONJ
sc-1117	68	24	statistical	statistical	ADJ
sc-1117	68	25	manual	manual	NOUN
sc-1117	68	26	of	of	ADP
sc-1117	68	27	mental	mental	ADJ
sc-1117	68	28	disorders	disorder	NOUN
sc-1117	68	29	(	(	PUNCT
sc-1117	68	30	dsm-5	dsm-5	NOUN
sc-1117	68	31	)	)	PUNCT
sc-1117	68	32	.	.	PUNCT
sc-1117	69	1	this	this	DET
sc-1117	69	2	interview	interview	NOUN
sc-1117	69	3	is	be	AUX
sc-1117	69	4	directional	directional	ADJ
sc-1117	69	5	and	and	CCONJ
sc-1117	69	6	considers	consider	VERB
sc-1117	69	7	both	both	DET
sc-1117	69	8	inclusion	inclusion	NOUN
sc-1117	69	9	and	and	CCONJ
sc-1117	69	10	exclusion	exclusion	NOUN
sc-1117	69	11	criteria	criterion	NOUN
sc-1117	69	12	.	.	PUNCT
sc-1117	70	1	often	often	ADV
sc-1117	70	2	a	a	DET
sc-1117	70	3	semi	semi	ADJ
sc-1117	70	4	-	-	ADJ
sc-1117	70	5	structured	structured	ADJ
sc-1117	70	6	and	and	CCONJ
sc-1117	70	7	open	open	ADV
sc-1117	70	8	-	-	PUNCT
sc-1117	70	9	ended	end	VERB
sc-1117	70	10	question	question	NOUN
sc-1117	70	11	is	be	AUX
sc-1117	70	12	asked	ask	VERB
sc-1117	70	13	like	like	ADP
sc-1117	70	14	the	the	DET
sc-1117	70	15	history	history	NOUN
sc-1117	70	16	of	of	ADP
sc-1117	70	17	present	present	ADJ
sc-1117	70	18	illness	illness	NOUN
sc-1117	70	19	,	,	PUNCT
sc-1117	70	20	course	course	NOUN
sc-1117	70	21	,	,	PUNCT
sc-1117	70	22	precipitating	precipitate	VERB
sc-1117	70	23	and	and	CCONJ
sc-1117	70	24	predisposing	predispose	VERB
sc-1117	70	25	factors	factor	NOUN
sc-1117	70	26	,	,	PUNCT
sc-1117	70	27	family	family	NOUN
sc-1117	70	28	background	background	NOUN
sc-1117	70	29	,	,	PUNCT
sc-1117	70	30	personal	personal	ADJ
sc-1117	70	31	history	history	NOUN
sc-1117	70	32	related	relate	VERB
sc-1117	70	33	to	to	ADP
sc-1117	70	34	childhood	childhood	NOUN
sc-1117	70	35	and	and	CCONJ
sc-1117	70	36	adolescence	adolescence	NOUN
sc-1117	70	37	,	,	PUNCT
sc-1117	70	38	any	any	DET
sc-1117	70	39	history	history	NOUN
sc-1117	70	40	of	of	ADP
sc-1117	70	41	substance	substance	NOUN
sc-1117	70	42	abuse	abuse	NOUN
sc-1117	70	43	,	,	PUNCT
sc-1117	70	44	sexual	sexual	ADJ
sc-1117	70	45	history	history	NOUN
sc-1117	70	46	,	,	PUNCT
sc-1117	70	47	etc	etc	X
sc-1117	70	48	.	.	X
sc-1117	70	49	a	a	DET
sc-1117	70	50	mental	mental	ADJ
sc-1117	70	51	status	status	NOUN
sc-1117	70	52	examination	examination	NOUN
sc-1117	70	53	aids	aid	VERB
sc-1117	70	54	the	the	DET
sc-1117	70	55	case	case	NOUN
sc-1117	70	56	history	history	NOUN
sc-1117	70	57	and	and	CCONJ
sc-1117	70	58	is	be	AUX
sc-1117	70	59	incremental	incremental	ADJ
sc-1117	70	60	to	to	ADP
sc-1117	70	61	psychiatric	psychiatric	ADJ
sc-1117	70	62	case	case	NOUN
sc-1117	70	63	workup	workup	NOUN
sc-1117	70	64	.	.	PUNCT
sc-1117	71	1	it	it	PRON
sc-1117	71	2	includes	include	VERB
sc-1117	71	3	observation	observation	NOUN
sc-1117	71	4	of	of	ADP
sc-1117	71	5	the	the	DET
sc-1117	71	6	interviewer	interviewer	NOUN
sc-1117	71	7	on	on	ADP
sc-1117	71	8	general	general	ADJ
sc-1117	71	9	appearance	appearance	NOUN
sc-1117	71	10	and	and	CCONJ
sc-1117	71	11	behavior	behavior	NOUN
sc-1117	71	12	,	,	PUNCT
sc-1117	71	13	mood	mood	NOUN
sc-1117	71	14	&	&	CCONJ
sc-1117	71	15	affects	affect	NOUN
sc-1117	71	16	,	,	PUNCT
sc-1117	71	17	perception	perception	NOUN
sc-1117	71	18	,	,	PUNCT
sc-1117	71	19	thinking	thinking	NOUN
sc-1117	71	20	,	,	PUNCT
sc-1117	71	21	speech	speech	NOUN
sc-1117	71	22	&	&	CCONJ
sc-1117	71	23	language	language	NOUN
sc-1117	71	24	,	,	PUNCT
sc-1117	71	25	attention	attention	NOUN
sc-1117	71	26	,	,	PUNCT
sc-1117	71	27	concentration	concentration	NOUN
sc-1117	71	28	&	&	CCONJ
sc-1117	71	29	memory	memory	NOUN
sc-1117	71	30	,	,	PUNCT
sc-1117	71	31	insight	insight	NOUN
sc-1117	71	32	,	,	PUNCT
sc-1117	71	33	and	and	CCONJ
sc-1117	71	34	judgment	judgment	NOUN
sc-1117	71	35	(	(	PUNCT
sc-1117	71	36	grothmarnat	grothmarnat	NOUN
sc-1117	71	37	,	,	PUNCT
sc-1117	71	38	2009	2009	NUM
sc-1117	71	39	)	)	PUNCT
sc-1117	71	40	.	.	PUNCT
sc-1117	72	1	behavioural	behavioural	ADJ
sc-1117	72	2	assessment	assessment	NOUN
sc-1117	72	3	includes	include	VERB
sc-1117	72	4	neuropsychological	neuropsychological	ADJ
sc-1117	72	5	assessment	assessment	NOUN
sc-1117	72	6	,	,	PUNCT
sc-1117	72	7	selfreported	selfreporte	VERB
sc-1117	72	8	and	and	CCONJ
sc-1117	72	9	standardized	standardized	ADJ
sc-1117	72	10	inventories	inventory	NOUN
sc-1117	72	11	and	and	CCONJ
sc-1117	72	12	projective	projective	ADJ
sc-1117	72	13	or	or	CCONJ
sc-1117	72	14	unstructured	unstructured	ADJ
sc-1117	72	15	assessment	assessment	NOUN
sc-1117	72	16	.	.	PUNCT
sc-1117	73	1	the	the	DET
sc-1117	73	2	primary	primary	ADJ
sc-1117	73	3	goal	goal	NOUN
sc-1117	73	4	of	of	ADP
sc-1117	73	5	undertaking	undertake	VERB
sc-1117	73	6	these	these	DET
sc-1117	73	7	assessments	assessment	NOUN
sc-1117	73	8	is	be	AUX
sc-1117	73	9	to	to	PART
sc-1117	73	10	find	find	VERB
sc-1117	73	11	out	out	ADP
sc-1117	73	12	the	the	DET
sc-1117	73	13	reasons	reason	NOUN
sc-1117	73	14	behind	behind	ADP
sc-1117	73	15	the	the	DET
sc-1117	73	16	shift	shift	NOUN
sc-1117	73	17	from	from	ADP
sc-1117	73	18	usual	usual	ADJ
sc-1117	73	19	behavior	behavior	NOUN
sc-1117	73	20	and	and	CCONJ
sc-1117	73	21	come	come	VERB
sc-1117	73	22	to	to	ADP
sc-1117	73	23	an	an	DET
sc-1117	73	24	appropriate	appropriate	ADJ
sc-1117	73	25	diagnosis	diagnosis	NOUN
sc-1117	73	26	for	for	ADP
sc-1117	73	27	the	the	DET
sc-1117	73	28	well	well	ADV
sc-1117	73	29	-	-	PUNCT
sc-1117	73	30	being	being	NOUN
sc-1117	73	31	of	of	ADP
sc-1117	73	32	the	the	DET
sc-1117	73	33	client	client	NOUN
sc-1117	73	34	.	.	PUNCT
sc-1117	74	1	a	a	DET
sc-1117	74	2	pandemic	pandemic	ADJ
sc-1117	74	3	accompanies	accompany	VERB
sc-1117	74	4	real	real	ADJ
sc-1117	74	5	-	-	PUNCT
sc-1117	74	6	life	life	NOUN
sc-1117	74	7	tragedy	tragedy	NOUN
sc-1117	74	8	,	,	PUNCT
sc-1117	74	9	mental	mental	ADJ
sc-1117	74	10	and	and	CCONJ
sc-1117	74	11	emotional	emotional	ADJ
sc-1117	74	12	health	health	NOUN
sc-1117	74	13	challenges	challenge	NOUN
sc-1117	74	14	,	,	PUNCT
sc-1117	74	15	and	and	CCONJ
sc-1117	74	16	psychological	psychological	ADJ
sc-1117	74	17	vulnerabilities	vulnerability	NOUN
sc-1117	74	18	are	be	AUX
sc-1117	74	19	visible	visible	ADJ
sc-1117	74	20	in	in	ADP
sc-1117	74	21	all	all	DET
sc-1117	74	22	age	age	NOUN
sc-1117	74	23	groups	group	NOUN
sc-1117	74	24	.	.	PUNCT
sc-1117	75	1	the	the	DET
sc-1117	75	2	mental	mental	ADJ
sc-1117	75	3	health	health	NOUN
sc-1117	75	4	fall	fall	VERB
sc-1117	75	5	-	-	PUNCT
sc-1117	75	6	out	out	ADP
sc-1117	75	7	management	management	NOUN
sc-1117	75	8	needs	need	VERB
sc-1117	75	9	a	a	DET
sc-1117	75	10	systematic	systematic	ADJ
sc-1117	75	11	approach	approach	NOUN
sc-1117	75	12	to	to	PART
sc-1117	75	13	provide	provide	VERB
sc-1117	75	14	an	an	DET
sc-1117	75	15	urgent	urgent	ADJ
sc-1117	75	16	,	,	PUNCT
sc-1117	75	17	timely	timely	ADJ
sc-1117	75	18	support	support	NOUN
sc-1117	75	19	system	system	NOUN
sc-1117	75	20	(	(	PUNCT
sc-1117	75	21	meyer	meyer	PROPN
sc-1117	75	22	et	et	PROPN
sc-1117	75	23	al	al	PROPN
sc-1117	75	24	.	.	PROPN
sc-1117	75	25	2014	2014	NUM
sc-1117	75	26	)	)	PUNCT
sc-1117	75	27	.	.	PUNCT
sc-1117	76	1	thus	thus	ADV
sc-1117	76	2	,	,	PUNCT
sc-1117	76	3	sentiment	sentiment	NOUN
sc-1117	76	4	analysis	analysis	NOUN
sc-1117	76	5	is	be	AUX
sc-1117	76	6	useful	useful	ADJ
sc-1117	76	7	during	during	ADP
sc-1117	76	8	the	the	DET
sc-1117	76	9	development	development	NOUN
sc-1117	76	10	of	of	ADP
sc-1117	76	11	a	a	DET
sc-1117	76	12	social	social	ADJ
sc-1117	76	13	support	support	NOUN
sc-1117	76	14	network	network	NOUN
sc-1117	76	15	system	system	NOUN
sc-1117	76	16	to	to	PART
sc-1117	76	17	handle	handle	VERB
sc-1117	76	18	pandemic	pandemic	ADJ
sc-1117	76	19	situations	situation	NOUN
sc-1117	76	20	.	.	PUNCT
sc-1117	77	1	sentimental	sentimental	ADJ
sc-1117	77	2	analysis	analysis	NOUN
sc-1117	77	3	can	can	AUX
sc-1117	77	4	emerge	emerge	VERB
sc-1117	77	5	as	as	ADP
sc-1117	77	6	an	an	DET
sc-1117	77	7	integral	integral	ADJ
sc-1117	77	8	part	part	NOUN
sc-1117	77	9	of	of	ADP
sc-1117	77	10	epidemiological	epidemiological	ADJ
sc-1117	77	11	surveillance	surveillance	NOUN
sc-1117	77	12	development	development	NOUN
sc-1117	77	13	and	and	CCONJ
sc-1117	77	14	implementation	implementation	NOUN
sc-1117	77	15	of	of	ADP
sc-1117	77	16	a	a	DET
sc-1117	77	17	system	system	NOUN
sc-1117	77	18	.	.	PUNCT
sc-1117	78	1	the	the	DET
sc-1117	78	2	result	result	NOUN
sc-1117	78	3	of	of	ADP
sc-1117	78	4	this	this	DET
sc-1117	78	5	hybrid	hybrid	ADJ
sc-1117	78	6	analysis	analysis	NOUN
sc-1117	78	7	aims	aim	VERB
sc-1117	78	8	to	to	PART
sc-1117	78	9	promote	promote	VERB
sc-1117	78	10	community	community	NOUN
sc-1117	78	11	spirit	spirit	NOUN
sc-1117	78	12	and	and	CCONJ
sc-1117	78	13	participation	participation	NOUN
sc-1117	78	14	desired	desire	VERB
sc-1117	78	15	in	in	ADP
sc-1117	78	16	a	a	DET
sc-1117	78	17	pandemic	pandemic	ADJ
sc-1117	78	18	situation	situation	NOUN
sc-1117	78	19	.	.	PUNCT
sc-1117	79	1	the	the	DET
sc-1117	79	2	systematic	systematic	ADJ
sc-1117	79	3	approach	approach	NOUN
sc-1117	79	4	in	in	ADP
sc-1117	79	5	data	datum	NOUN
sc-1117	79	6	mining	mining	NOUN
sc-1117	79	7	incorporated	incorporate	VERB
sc-1117	79	8	with	with	ADP
sc-1117	79	9	sentimental	sentimental	ADJ
sc-1117	79	10	analysis	analysis	NOUN
sc-1117	79	11	is	be	AUX
sc-1117	79	12	already	already	ADV
sc-1117	79	13	in	in	ADP
sc-1117	79	14	use	use	NOUN
sc-1117	79	15	of	of	ADP
sc-1117	79	16	inter	inter	ADJ
sc-1117	79	17	-	-	ADJ
sc-1117	79	18	institutional	institutional	ADJ
sc-1117	79	19	coordination	coordination	NOUN
sc-1117	79	20	during	during	ADP
sc-1117	79	21	a	a	DET
sc-1117	79	22	pandemic	pandemic	ADJ
sc-1117	79	23	threat	threat	NOUN
sc-1117	79	24	.	.	PUNCT
sc-1117	80	1	sentimental	sentimental	ADJ
sc-1117	80	2	analysis	analysis	NOUN
sc-1117	80	3	can	can	AUX
sc-1117	80	4	emerge	emerge	VERB
sc-1117	80	5	as	as	ADP
sc-1117	80	6	an	an	DET
sc-1117	80	7	integral	integral	ADJ
sc-1117	80	8	part	part	NOUN
sc-1117	80	9	of	of	ADP
sc-1117	80	10	epidemiological	epidemiological	ADJ
sc-1117	80	11	surveillance	surveillance	NOUN
sc-1117	80	12	development	development	NOUN
sc-1117	80	13	and	and	CCONJ
sc-1117	80	14	implementation	implementation	NOUN
sc-1117	80	15	of	of	ADP
sc-1117	80	16	a	a	DET
sc-1117	80	17	system	system	NOUN
sc-1117	80	18	.	.	PUNCT
sc-1117	81	1	the	the	DET
sc-1117	81	2	result	result	NOUN
sc-1117	81	3	of	of	ADP
sc-1117	81	4	this	this	DET
sc-1117	81	5	hybrid	hybrid	ADJ
sc-1117	81	6	analysis	analysis	NOUN
sc-1117	81	7	aims	aim	VERB
sc-1117	81	8	to	to	PART
sc-1117	81	9	promote	promote	VERB
sc-1117	81	10	community	community	NOUN
sc-1117	81	11	spirit	spirit	NOUN
sc-1117	81	12	and	and	CCONJ
sc-1117	81	13	participation	participation	NOUN
sc-1117	81	14	desired	desire	VERB
sc-1117	81	15	in	in	ADP
sc-1117	81	16	a	a	DET
sc-1117	81	17	pandemic	pandemic	ADJ
sc-1117	81	18	situation	situation	NOUN
sc-1117	81	19	.	.	PUNCT
sc-1117	82	1	the	the	DET
sc-1117	82	2	systematic	systematic	ADJ
sc-1117	82	3	approach	approach	NOUN
sc-1117	82	4	in	in	ADP
sc-1117	82	5	data	datum	NOUN
sc-1117	82	6	mining	mining	NOUN
sc-1117	82	7	incorporated	incorporate	VERB
sc-1117	82	8	with	with	ADP
sc-1117	82	9	sentimental	sentimental	ADJ
sc-1117	82	10	analysis	analysis	NOUN
sc-1117	82	11	is	be	AUX
sc-1117	82	12	already	already	ADV
sc-1117	82	13	in	in	ADP
sc-1117	82	14	use	use	NOUN
sc-1117	82	15	of	of	ADP
sc-1117	82	16	inter	inter	ADJ
sc-1117	82	17	-	-	ADJ
sc-1117	82	18	institutional	institutional	ADJ
sc-1117	82	19	coordination	coordination	NOUN
sc-1117	82	20	during	during	ADP
sc-1117	82	21	a	a	DET
sc-1117	82	22	pandemic	pandemic	ADJ
sc-1117	82	23	threat	threat	NOUN
sc-1117	82	24	.	.	PUNCT
sc-1117	83	1	2.3	2.3	NUM
sc-1117	83	2	.	.	PUNCT
sc-1117	83	3	application	application	NOUN
sc-1117	83	4	of	of	ADP
sc-1117	83	5	sentiment	sentiment	NOUN
sc-1117	83	6	analysis	analysis	NOUN
sc-1117	83	7	in	in	ADP
sc-1117	83	8	psychological	psychological	ADJ
sc-1117	83	9	assessment	assessment	NOUN
sc-1117	83	10	most	most	ADJ
sc-1117	83	11	of	of	ADP
sc-1117	83	12	the	the	DET
sc-1117	83	13	available	available	ADJ
sc-1117	83	14	information	information	NOUN
sc-1117	83	15	about	about	ADP
sc-1117	83	16	the	the	DET
sc-1117	83	17	client	client	NOUN
sc-1117	83	18	is	be	AUX
sc-1117	83	19	dependent	dependent	ADJ
sc-1117	83	20	on	on	ADP
sc-1117	83	21	a	a	DET
sc-1117	83	22	family	family	NOUN
sc-1117	83	23	member	member	NOUN
sc-1117	83	24	or	or	CCONJ
sc-1117	83	25	friend	friend	NOUN
sc-1117	83	26	.	.	PUNCT
sc-1117	84	1	in	in	ADP
sc-1117	84	2	some	some	DET
sc-1117	84	3	cases	case	NOUN
sc-1117	84	4	,	,	PUNCT
sc-1117	84	5	the	the	DET
sc-1117	84	6	information	information	NOUN
sc-1117	84	7	is	be	AUX
sc-1117	84	8	accessed	access	VERB
sc-1117	84	9	directly	directly	ADV
sc-1117	84	10	from	from	ADP
sc-1117	84	11	the	the	DET
sc-1117	84	12	client	client	NOUN
sc-1117	84	13	.	.	PUNCT
sc-1117	85	1	the	the	DET
sc-1117	85	2	chances	chance	NOUN
sc-1117	85	3	of	of	ADP
sc-1117	85	4	biases	bias	NOUN
sc-1117	85	5	are	be	AUX
sc-1117	85	6	high	high	ADJ
sc-1117	85	7	.	.	PUNCT
sc-1117	86	1	sometimes	sometimes	ADV
sc-1117	86	2	gender	gender	NOUN
sc-1117	86	3	,	,	PUNCT
sc-1117	86	4	culture	culture	NOUN
sc-1117	86	5	,	,	PUNCT
sc-1117	86	6	age	age	NOUN
sc-1117	86	7	,	,	PUNCT
sc-1117	86	8	and	and	CCONJ
sc-1117	86	9	economic	economic	ADJ
sc-1117	86	10	status	status	NOUN
sc-1117	86	11	also	also	ADV
sc-1117	86	12	interfere	interfere	VERB
sc-1117	86	13	with	with	ADP
sc-1117	86	14	the	the	DET
sc-1117	86	15	correct	correct	ADJ
sc-1117	86	16	diagnosis	diagnosis	NOUN
sc-1117	86	17	(	(	PUNCT
sc-1117	86	18	farbstein	farbstein	NOUN
sc-1117	86	19	et	et	PROPN
sc-1117	86	20	al	al	PROPN
sc-1117	86	21	.	.	PROPN
sc-1117	86	22	,	,	PUNCT
sc-1117	86	23	2010	2010	NUM
sc-1117	86	24	)	)	PUNCT
sc-1117	86	25	.	.	PUNCT
sc-1117	87	1	in	in	ADP
sc-1117	87	2	modern	modern	ADJ
sc-1117	87	3	times	time	NOUN
sc-1117	87	4	,	,	PUNCT
sc-1117	87	5	with	with	ADP
sc-1117	87	6	the	the	DET
sc-1117	87	7	advancement	advancement	NOUN
sc-1117	87	8	of	of	ADP
sc-1117	87	9	technology	technology	NOUN
sc-1117	87	10	,	,	PUNCT
sc-1117	87	11	we	we	PRON
sc-1117	87	12	must	must	AUX
sc-1117	87	13	work	work	VERB
sc-1117	87	14	towards	towards	ADP
sc-1117	87	15	developing	develop	VERB
sc-1117	87	16	a	a	DET
sc-1117	87	17	strong	strong	ADJ
sc-1117	87	18	,	,	PUNCT
sc-1117	87	19	and	and	CCONJ
sc-1117	87	20	empirically	empirically	ADV
sc-1117	87	21	evidenced	evidence	VERB
sc-1117	87	22	measures	measure	NOUN
sc-1117	87	23	to	to	PART
sc-1117	87	24	rule	rule	VERB
sc-1117	87	25	out	out	ADP
sc-1117	87	26	the	the	DET
sc-1117	87	27	problems	problem	NOUN
sc-1117	87	28	inherent	inherent	ADJ
sc-1117	87	29	in	in	ADP
sc-1117	87	30	the	the	DET
sc-1117	87	31	present	present	ADJ
sc-1117	87	32	system	system	NOUN
sc-1117	87	33	.	.	PUNCT
sc-1117	88	1	opinion	opinion	NOUN
sc-1117	88	2	mining	mining	NOUN
sc-1117	88	3	or	or	CCONJ
sc-1117	88	4	sentiment	sentiment	NOUN
sc-1117	88	5	analysis	analysis	NOUN
sc-1117	88	6	is	be	AUX
sc-1117	88	7	an	an	DET
sc-1117	88	8	opportunity	opportunity	NOUN
sc-1117	88	9	in	in	ADP
sc-1117	88	10	the	the	DET
sc-1117	88	11	hands	hand	NOUN
sc-1117	88	12	of	of	ADP
sc-1117	88	13	clinicians	clinician	NOUN
sc-1117	88	14	to	to	PART
sc-1117	88	15	identify	identify	VERB
sc-1117	88	16	new	new	ADJ
sc-1117	88	17	variables	variable	NOUN
sc-1117	88	18	from	from	ADP
sc-1117	88	19	both	both	CCONJ
sc-1117	88	20	subjective	subjective	ADJ
sc-1117	88	21	and	and	CCONJ
sc-1117	88	22	objective	objective	ADJ
sc-1117	88	23	information	information	NOUN
sc-1117	88	24	provided	provide	VERB
sc-1117	88	25	by	by	ADP
sc-1117	88	26	the	the	DET
sc-1117	88	27	clients	client	NOUN
sc-1117	88	28	.	.	PUNCT
sc-1117	89	1	it	it	PRON
sc-1117	89	2	adds	add	VERB
sc-1117	89	3	a	a	DET
sc-1117	89	4	new	new	ADJ
sc-1117	89	5	dimension	dimension	NOUN
sc-1117	89	6	to	to	ADP
sc-1117	89	7	the	the	DET
sc-1117	89	8	assessment	assessment	NOUN
sc-1117	89	9	that	that	PRON
sc-1117	89	10	is	be	AUX
sc-1117	89	11	relevant	relevant	ADJ
sc-1117	89	12	in	in	ADP
sc-1117	89	13	the	the	DET
sc-1117	89	14	present	present	ADJ
sc-1117	89	15	situation	situation	NOUN
sc-1117	89	16	.	.	PUNCT
sc-1117	90	1	with	with	ADP
sc-1117	90	2	social	social	ADJ
sc-1117	90	3	media	medium	NOUN
sc-1117	90	4	emerging	emerge	VERB
sc-1117	90	5	as	as	ADP
sc-1117	90	6	a	a	DET
sc-1117	90	7	new	new	ADJ
sc-1117	90	8	platform	platform	NOUN
sc-1117	90	9	for	for	ADP
sc-1117	90	10	general	general	ADJ
sc-1117	90	11	discourse	discourse	NOUN
sc-1117	90	12	,	,	PUNCT
sc-1117	90	13	ignoring	ignore	VERB
sc-1117	90	14	or	or	CCONJ
sc-1117	90	15	avoiding	avoid	VERB
sc-1117	90	16	such	such	DET
sc-1117	90	17	a	a	DET
sc-1117	90	18	critical	critical	ADJ
sc-1117	90	19	source	source	NOUN
sc-1117	90	20	of	of	ADP
sc-1117	90	21	information	information	NOUN
sc-1117	90	22	that	that	PRON
sc-1117	90	23	may	may	AUX
sc-1117	90	24	add	add	VERB
sc-1117	90	25	new	new	ADJ
sc-1117	90	26	elements	element	NOUN
sc-1117	90	27	in	in	ADP
sc-1117	90	28	diagnosis	diagnosis	NOUN
sc-1117	90	29	,	,	PUNCT
sc-1117	90	30	is	be	AUX
sc-1117	90	31	unacceptable	unacceptable	ADJ
sc-1117	90	32	and	and	CCONJ
sc-1117	90	33	renders	render	VERB
sc-1117	90	34	the	the	DET
sc-1117	90	35	earlier	early	ADJ
sc-1117	90	36	conventional	conventional	ADJ
sc-1117	90	37	mode	mode	NOUN
sc-1117	90	38	of	of	ADP
sc-1117	90	39	diagnosis	diagnosis	NOUN
sc-1117	90	40	as	as	ADP
sc-1117	90	41	incomplete	incomplete	ADJ
sc-1117	90	42	.	.	PUNCT
sc-1117	91	1	3	3	X
sc-1117	91	2	.	.	NOUN
sc-1117	91	3	sentiment	sentiment	NOUN
sc-1117	91	4	analysis	analysis	NOUN
sc-1117	91	5	average	average	ADJ
sc-1117	91	6	per	per	ADP
sc-1117	91	7	day	day	NOUN
sc-1117	91	8	human	human	ADJ
sc-1117	91	9	-	-	PUNCT
sc-1117	91	10	computer	computer	NOUN
sc-1117	91	11	interaction	interaction	NOUN
sc-1117	91	12	(	(	PUNCT
sc-1117	91	13	hci	hci	NOUN
sc-1117	91	14	)	)	PUNCT
sc-1117	91	15	time	time	NOUN
sc-1117	91	16	is	be	AUX
sc-1117	91	17	more	more	ADJ
sc-1117	91	18	than	than	ADP
sc-1117	91	19	human	human	ADJ
sc-1117	91	20	to	to	ADP
sc-1117	91	21	human	human	ADJ
sc-1117	91	22	interaction	interaction	NOUN
sc-1117	91	23	.	.	PUNCT
sc-1117	92	1	the	the	DET
sc-1117	92	2	prevalence	prevalence	NOUN
sc-1117	92	3	of	of	ADP
sc-1117	92	4	whatsapp	whatsapp	PROPN
sc-1117	92	5	chat	chat	PROPN
sc-1117	92	6	,	,	PUNCT
sc-1117	92	7	facebook	facebook	VERB
sc-1117	92	8	messages	message	NOUN
sc-1117	92	9	,	,	PUNCT
sc-1117	92	10	or	or	CCONJ
sc-1117	92	11	tweets	tweet	NOUN
sc-1117	92	12	as	as	ADP
sc-1117	92	13	means	mean	NOUN
sc-1117	92	14	of	of	ADP
sc-1117	92	15	expression	expression	NOUN
sc-1117	92	16	provides	provide	VERB
sc-1117	92	17	real	real	ADJ
sc-1117	92	18	-	-	PUNCT
sc-1117	92	19	time	time	NOUN
sc-1117	92	20	and	and	CCONJ
sc-1117	92	21	quality	quality	NOUN
sc-1117	92	22	data	datum	NOUN
sc-1117	92	23	that	that	PRON
sc-1117	92	24	can	can	AUX
sc-1117	92	25	help	help	VERB
sc-1117	92	26	in	in	ADP
sc-1117	92	27	analysing	analyse	VERB
sc-1117	92	28	through	through	ADP
sc-1117	92	29	natural	natural	ADJ
sc-1117	92	30	language	language	NOUN
sc-1117	92	31	processing	processing	NOUN
sc-1117	92	32	(	(	PUNCT
sc-1117	92	33	nlp	nlp	NOUN
sc-1117	92	34	)	)	PUNCT
sc-1117	92	35	.	.	PUNCT
sc-1117	93	1	technological	technological	ADJ
sc-1117	93	2	advancement	advancement	NOUN
sc-1117	93	3	has	have	AUX
sc-1117	93	4	broadened	broaden	VERB
sc-1117	93	5	the	the	DET
sc-1117	93	6	application	application	NOUN
sc-1117	93	7	of	of	ADP
sc-1117	93	8	sentiment	sentiment	NOUN
sc-1117	93	9	analysis	analysis	NOUN
sc-1117	93	10	in	in	ADP
sc-1117	93	11	various	various	ADJ
sc-1117	93	12	fields	field	NOUN
sc-1117	93	13	like	like	ADP
sc-1117	93	14	political	political	ADJ
sc-1117	93	15	debates	debate	NOUN
sc-1117	93	16	,	,	PUNCT
sc-1117	93	17	business	business	NOUN
sc-1117	93	18	reviews	review	NOUN
sc-1117	93	19	,	,	PUNCT
sc-1117	93	20	medical	medical	ADJ
sc-1117	93	21	fields	field	NOUN
sc-1117	93	22	,	,	PUNCT
sc-1117	93	23	etc	etc	X
sc-1117	93	24	.	.	X
sc-1117	93	25	sentiment	sentiment	NOUN
sc-1117	93	26	analysis	analysis	NOUN
sc-1117	93	27	uses	use	VERB
sc-1117	93	28	a	a	DET
sc-1117	93	29	computer	computer	NOUN
sc-1117	93	30	-	-	PUNCT
sc-1117	93	31	based	base	VERB
sc-1117	93	32	algorithm	algorithm	NOUN
sc-1117	93	33	to	to	PART
sc-1117	93	34	analyse	analyse	VERB
sc-1117	93	35	perspectives	perspective	NOUN
sc-1117	93	36	,	,	PUNCT
sc-1117	93	37	valence	valence	NOUN
sc-1117	93	38	,	,	PUNCT
sc-1117	93	39	and	and	CCONJ
sc-1117	93	40	subjectivity	subjectivity	NOUN
sc-1117	93	41	of	of	ADP
sc-1117	93	42	social	social	ADJ
sc-1117	93	43	media	medium	NOUN
sc-1117	93	44	communication	communication	NOUN
sc-1117	93	45	.	.	PUNCT
sc-1117	94	1	sentiment	sentiment	NOUN
sc-1117	94	2	analysis	analysis	NOUN
sc-1117	94	3	(	(	PUNCT
sc-1117	94	4	sa	sa	NOUN
sc-1117	94	5	)	)	PUNCT
sc-1117	94	6	,	,	PUNCT
sc-1117	94	7	also	also	ADV
sc-1117	94	8	known	know	VERB
sc-1117	94	9	as	as	ADP
sc-1117	94	10	opinion	opinion	NOUN
sc-1117	94	11	mining	mining	NOUN
sc-1117	94	12	(	(	PUNCT
sc-1117	94	13	om	om	PROPN
sc-1117	94	14	)	)	PUNCT
sc-1117	94	15	study	study	VERB
sc-1117	94	16	the	the	DET
sc-1117	94	17	opinion	opinion	NOUN
sc-1117	94	18	,	,	PUNCT
sc-1117	94	19	attitude	attitude	NOUN
sc-1117	94	20	,	,	PUNCT
sc-1117	94	21	eai	eai	NOUN
sc-1117	94	22	endorsed	endorse	VERB
sc-1117	94	23	transactions	transaction	NOUN
sc-1117	94	24	on	on	ADP
sc-1117	94	25	smart	smart	ADJ
sc-1117	94	26	cities	city	NOUN
sc-1117	94	27	08	08	NUM
sc-1117	94	28	2020	2020	NUM
sc-1117	94	29	01	01	NUM
sc-1117	94	30	2021	2021	NUM
sc-1117	94	31	|	|	ADV
sc-1117	94	32	volume	volume	NOUN
sc-1117	94	33	5	5	NUM
sc-1117	94	34	|	|	ADV
sc-1117	94	35	issue	issue	VERB
sc-1117	94	36	13	13	NUM
sc-1117	95	1	|	|	NOUN
sc-1117	95	2	e4	e4	PROPN
sc-1117	95	3	4	4	NUM
sc-1117	95	4	or	or	CCONJ
sc-1117	95	5	emotion	emotion	NOUN
sc-1117	95	6	towards	towards	ADP
sc-1117	95	7	an	an	DET
sc-1117	95	8	entity	entity	NOUN
sc-1117	95	9	that	that	PRON
sc-1117	95	10	may	may	AUX
sc-1117	95	11	be	be	AUX
sc-1117	95	12	an	an	DET
sc-1117	95	13	individual	individual	ADJ
sc-1117	95	14	,	,	PUNCT
sc-1117	95	15	event	event	NOUN
sc-1117	95	16	,	,	PUNCT
sc-1117	95	17	or	or	CCONJ
sc-1117	95	18	a	a	DET
sc-1117	95	19	thing	thing	NOUN
sc-1117	95	20	.	.	PUNCT
sc-1117	96	1	medhat	medhat	PROPN
sc-1117	96	2	et	et	PROPN
sc-1117	96	3	al	al	PROPN
sc-1117	96	4	.	.	PROPN
sc-1117	97	1	(	(	PUNCT
sc-1117	97	2	2014	2014	NUM
sc-1117	97	3	)	)	PUNCT
sc-1117	97	4	posit	posit	VERB
sc-1117	97	5	that	that	SCONJ
sc-1117	97	6	though	though	SCONJ
sc-1117	97	7	both	both	DET
sc-1117	97	8	terms	term	NOUN
sc-1117	97	9	sentiment	sentiment	VERB
sc-1117	97	10	analysis	analysis	NOUN
sc-1117	97	11	and	and	CCONJ
sc-1117	97	12	opinion	opinion	NOUN
sc-1117	97	13	mining	mining	NOUN
sc-1117	97	14	are	be	AUX
sc-1117	97	15	interchangeable	interchangeable	ADJ
sc-1117	97	16	,	,	PUNCT
sc-1117	97	17	the	the	DET
sc-1117	97	18	main	main	ADJ
sc-1117	97	19	task	task	NOUN
sc-1117	97	20	of	of	ADP
sc-1117	97	21	sa	sa	PROPN
sc-1117	97	22	is	be	AUX
sc-1117	97	23	to	to	PART
sc-1117	97	24	identify	identify	VERB
sc-1117	97	25	the	the	DET
sc-1117	97	26	sentiment	sentiment	NOUN
sc-1117	97	27	in	in	ADP
sc-1117	97	28	a	a	DET
sc-1117	97	29	specific	specific	ADJ
sc-1117	97	30	opinion	opinion	NOUN
sc-1117	97	31	and	and	CCONJ
sc-1117	97	32	then	then	ADV
sc-1117	97	33	categorize	categorize	VERB
sc-1117	97	34	the	the	DET
sc-1117	97	35	inherent	inherent	ADJ
sc-1117	97	36	valence	valence	NOUN
sc-1117	97	37	in	in	ADP
sc-1117	97	38	terms	term	NOUN
sc-1117	97	39	of	of	ADP
sc-1117	97	40	its	its	PRON
sc-1117	97	41	polarity	polarity	NOUN
sc-1117	97	42	.	.	PUNCT
sc-1117	98	1	there	there	PRON
sc-1117	98	2	are	be	VERB
sc-1117	98	3	three	three	NUM
sc-1117	98	4	levels	level	NOUN
sc-1117	98	5	of	of	ADP
sc-1117	98	6	taxonomies	taxonomy	NOUN
sc-1117	98	7	in	in	ADP
sc-1117	98	8	sa	sa	PROPN
sc-1117	98	9	:	:	PUNCT
sc-1117	98	10	document	document	NOUN
sc-1117	98	11	-	-	PUNCT
sc-1117	98	12	level	level	NOUN
sc-1117	98	13	,	,	PUNCT
sc-1117	98	14	sentence	sentence	NOUN
sc-1117	98	15	-	-	PUNCT
sc-1117	98	16	level	level	NOUN
sc-1117	98	17	,	,	PUNCT
sc-1117	98	18	and	and	CCONJ
sc-1117	98	19	aspect	aspect	NOUN
sc-1117	98	20	-	-	PUNCT
sc-1117	98	21	level	level	NOUN
sc-1117	98	22	or	or	CCONJ
sc-1117	98	23	entity	entity	NOUN
sc-1117	98	24	-	-	PUNCT
sc-1117	98	25	level	level	NOUN
sc-1117	98	26	.	.	PUNCT
sc-1117	99	1	the	the	DET
sc-1117	99	2	document	document	NOUN
sc-1117	99	3	-	-	PUNCT
sc-1117	99	4	level	level	NOUN
sc-1117	99	5	sa	sa	NOUN
sc-1117	99	6	endeavours	endeavour	VERB
sc-1117	99	7	to	to	PART
sc-1117	99	8	categorize	categorize	VERB
sc-1117	99	9	a	a	DET
sc-1117	99	10	document	document	NOUN
sc-1117	99	11	based	base	VERB
sc-1117	99	12	on	on	ADP
sc-1117	99	13	the	the	DET
sc-1117	99	14	positive	positive	ADJ
sc-1117	99	15	,	,	PUNCT
sc-1117	99	16	neutral	neutral	ADJ
sc-1117	99	17	,	,	PUNCT
sc-1117	99	18	or	or	CCONJ
sc-1117	99	19	negative	negative	ADJ
sc-1117	99	20	emotions	emotion	NOUN
sc-1117	99	21	associated	associate	VERB
sc-1117	99	22	with	with	ADP
sc-1117	99	23	it	it	PRON
sc-1117	99	24	.	.	PUNCT
sc-1117	100	1	the	the	DET
sc-1117	100	2	whole	whole	ADJ
sc-1117	100	3	document	document	NOUN
sc-1117	100	4	is	be	AUX
sc-1117	100	5	assumed	assume	VERB
sc-1117	100	6	to	to	PART
sc-1117	100	7	be	be	AUX
sc-1117	100	8	directed	direct	VERB
sc-1117	100	9	towards	towards	ADP
sc-1117	100	10	a	a	DET
sc-1117	100	11	particular	particular	ADJ
sc-1117	100	12	topic	topic	NOUN
sc-1117	100	13	.	.	PUNCT
sc-1117	101	1	similarly	similarly	ADV
sc-1117	101	2	,	,	PUNCT
sc-1117	101	3	the	the	DET
sc-1117	101	4	sentence	sentence	NOUN
sc-1117	101	5	-	-	PUNCT
sc-1117	101	6	level	level	NOUN
sc-1117	101	7	sa	sa	NOUN
sc-1117	101	8	tries	try	VERB
sc-1117	101	9	to	to	PART
sc-1117	101	10	identify	identify	VERB
sc-1117	101	11	whether	whether	SCONJ
sc-1117	101	12	the	the	DET
sc-1117	101	13	given	give	VERB
sc-1117	101	14	sentence	sentence	NOUN
sc-1117	101	15	is	be	AUX
sc-1117	101	16	subjective	subjective	ADJ
sc-1117	101	17	or	or	CCONJ
sc-1117	101	18	objective	objective	ADJ
sc-1117	101	19	.	.	PUNCT
sc-1117	102	1	next	next	ADV
sc-1117	102	2	,	,	PUNCT
sc-1117	102	3	it	it	PRON
sc-1117	102	4	analyses	analyse	VERB
sc-1117	102	5	the	the	DET
sc-1117	102	6	sentence	sentence	NOUN
sc-1117	102	7	to	to	PART
sc-1117	102	8	determine	determine	VERB
sc-1117	102	9	the	the	DET
sc-1117	102	10	polarity	polarity	NOUN
sc-1117	102	11	of	of	ADP
sc-1117	102	12	the	the	DET
sc-1117	102	13	valence	valence	NOUN
sc-1117	102	14	.	.	PUNCT
sc-1117	103	1	medhat	medhat	PROPN
sc-1117	103	2	et	et	PROPN
sc-1117	103	3	al	al	PROPN
sc-1117	103	4	.	.	PROPN
sc-1117	104	1	(	(	PUNCT
sc-1117	104	2	2014	2014	NUM
sc-1117	104	3	)	)	PUNCT
sc-1117	104	4	in	in	ADP
sc-1117	104	5	their	their	PRON
sc-1117	104	6	survey	survey	NOUN
sc-1117	104	7	also	also	ADV
sc-1117	104	8	discuss	discuss	VERB
sc-1117	104	9	the	the	DET
sc-1117	104	10	opportunities	opportunity	NOUN
sc-1117	104	11	text	text	NOUN
sc-1117	104	12	mining	mining	NOUN
sc-1117	104	13	or	or	CCONJ
sc-1117	104	14	sa	sa	PROPN
sc-1117	104	15	has	have	AUX
sc-1117	104	16	provided	provide	VERB
sc-1117	104	17	in	in	ADP
sc-1117	104	18	related	related	ADJ
sc-1117	104	19	fields	field	NOUN
sc-1117	104	20	.	.	PUNCT
sc-1117	105	1	emotion	emotion	NOUN
sc-1117	105	2	detection	detection	NOUN
sc-1117	105	3	(	(	PUNCT
sc-1117	105	4	ed	ed	NOUN
sc-1117	105	5	)	)	PUNCT
sc-1117	105	6	helps	help	VERB
sc-1117	105	7	in	in	ADP
sc-1117	105	8	identifying	identify	VERB
sc-1117	105	9	emotions	emotion	NOUN
sc-1117	105	10	at	at	ADP
sc-1117	105	11	both	both	CCONJ
sc-1117	105	12	the	the	DET
sc-1117	105	13	conscious	conscious	ADJ
sc-1117	105	14	and	and	CCONJ
sc-1117	105	15	subconscious	subconscious	ADJ
sc-1117	105	16	levels	level	NOUN
sc-1117	105	17	.	.	PUNCT
sc-1117	106	1	both	both	CCONJ
sc-1117	106	2	the	the	DET
sc-1117	106	3	implicit	implicit	ADJ
sc-1117	106	4	and	and	CCONJ
sc-1117	106	5	explicit	explicit	ADJ
sc-1117	106	6	meanings	meaning	NOUN
sc-1117	106	7	in	in	ADP
sc-1117	106	8	the	the	DET
sc-1117	106	9	text	text	NOUN
sc-1117	106	10	or	or	CCONJ
sc-1117	106	11	document	document	NOUN
sc-1117	106	12	are	be	AUX
sc-1117	106	13	extracted	extract	VERB
sc-1117	106	14	.	.	PUNCT
sc-1117	107	1	transfer	transfer	NOUN
sc-1117	107	2	learning	learning	NOUN
sc-1117	107	3	aims	aim	VERB
sc-1117	107	4	to	to	PART
sc-1117	107	5	evaluate	evaluate	VERB
sc-1117	107	6	data	datum	NOUN
sc-1117	107	7	from	from	ADP
sc-1117	107	8	one	one	NUM
sc-1117	107	9	source	source	NOUN
sc-1117	107	10	and	and	CCONJ
sc-1117	107	11	use	use	VERB
sc-1117	107	12	it	it	PRON
sc-1117	107	13	in	in	ADP
sc-1117	107	14	another	another	DET
sc-1117	107	15	destination	destination	NOUN
sc-1117	107	16	.	.	PUNCT
sc-1117	108	1	building	build	VERB
sc-1117	108	2	resources	resource	NOUN
sc-1117	108	3	supports	support	VERB
sc-1117	108	4	the	the	DET
sc-1117	108	5	development	development	NOUN
sc-1117	108	6	of	of	ADP
sc-1117	108	7	a	a	DET
sc-1117	108	8	lexiconbased	lexiconbased	ADJ
sc-1117	108	9	dictionary	dictionary	NOUN
sc-1117	108	10	or	or	CCONJ
sc-1117	108	11	corpora	corpora	VERB
sc-1117	108	12	in	in	ADP
sc-1117	108	13	which	which	PRON
sc-1117	108	14	sentiments	sentiment	NOUN
sc-1117	108	15	are	be	AUX
sc-1117	108	16	organized	organize	VERB
sc-1117	108	17	based	base	VERB
sc-1117	108	18	on	on	ADP
sc-1117	108	19	their	their	PRON
sc-1117	108	20	polarity	polarity	NOUN
sc-1117	108	21	.	.	PUNCT
sc-1117	109	1	3.1	3.1	NUM
sc-1117	109	2	.	.	PUNCT
sc-1117	110	1	opinion	opinion	NOUN
sc-1117	110	2	mining	mining	NOUN
sc-1117	110	3	cambria	cambria	PROPN
sc-1117	110	4	et	et	PROPN
sc-1117	110	5	al	al	PROPN
sc-1117	110	6	.	.	PROPN
sc-1117	111	1	(	(	PUNCT
sc-1117	111	2	2017	2017	NUM
sc-1117	111	3	)	)	PUNCT
sc-1117	111	4	discuss	discuss	VERB
sc-1117	111	5	sentiment	sentiment	NOUN
sc-1117	111	6	analysis	analysis	NOUN
sc-1117	111	7	mainly	mainly	ADV
sc-1117	111	8	as	as	ADP
sc-1117	111	9	a	a	DET
sc-1117	111	10	positive	positive	ADJ
sc-1117	111	11	or	or	CCONJ
sc-1117	111	12	negative	negative	ADJ
sc-1117	111	13	opinion	opinion	NOUN
sc-1117	111	14	.	.	PUNCT
sc-1117	112	1	an	an	DET
sc-1117	112	2	opinion	opinion	NOUN
sc-1117	112	3	includes	include	VERB
sc-1117	112	4	sentiment	sentiment	NOUN
sc-1117	112	5	(	(	PUNCT
sc-1117	112	6	positive	positive	ADJ
sc-1117	112	7	or	or	CCONJ
sc-1117	112	8	negative	negative	ADJ
sc-1117	112	9	)	)	PUNCT
sc-1117	112	10	,	,	PUNCT
sc-1117	112	11	evaluation	evaluation	NOUN
sc-1117	112	12	of	of	ADP
sc-1117	112	13	the	the	DET
sc-1117	112	14	situation	situation	NOUN
sc-1117	112	15	,	,	PUNCT
sc-1117	112	16	person	person	NOUN
sc-1117	112	17	or	or	CCONJ
sc-1117	112	18	anything	anything	PRON
sc-1117	112	19	related	relate	VERB
sc-1117	112	20	to	to	ADP
sc-1117	112	21	the	the	DET
sc-1117	112	22	subject	subject	NOUN
sc-1117	112	23	,	,	PUNCT
sc-1117	112	24	estimation	estimation	NOUN
sc-1117	112	25	,	,	PUNCT
sc-1117	112	26	and	and	CCONJ
sc-1117	112	27	attitude	attitude	NOUN
sc-1117	112	28	formation	formation	NOUN
sc-1117	112	29	toward	toward	ADP
sc-1117	112	30	the	the	DET
sc-1117	112	31	target	target	NOUN
sc-1117	112	32	of	of	ADP
sc-1117	112	33	the	the	DET
sc-1117	112	34	opinion	opinion	NOUN
sc-1117	112	35	.	.	PUNCT
sc-1117	113	1	the	the	DET
sc-1117	113	2	opinion	opinion	NOUN
sc-1117	113	3	is	be	AUX
sc-1117	113	4	further	far	ADV
sc-1117	113	5	categorized	categorize	VERB
sc-1117	113	6	,	,	PUNCT
sc-1117	113	7	based	base	VERB
sc-1117	113	8	on	on	ADP
sc-1117	113	9	abstraction	abstraction	NOUN
sc-1117	113	10	,	,	PUNCT
sc-1117	113	11	into	into	ADP
sc-1117	113	12	a	a	DET
sc-1117	113	13	single	single	ADJ
sc-1117	113	14	or	or	CCONJ
sc-1117	113	15	an	an	DET
sc-1117	113	16	array	array	NOUN
sc-1117	113	17	of	of	ADP
sc-1117	113	18	opinions	opinion	NOUN
sc-1117	113	19	.	.	PUNCT
sc-1117	114	1	bing	bing	VERB
sc-1117	114	2	liu	liu	PROPN
sc-1117	114	3	(	(	PUNCT
sc-1117	114	4	2017	2017	NUM
sc-1117	114	5	)	)	PUNCT
sc-1117	114	6	gives	give	VERB
sc-1117	114	7	a	a	DET
sc-1117	114	8	comprehensive	comprehensive	ADJ
sc-1117	114	9	idea	idea	NOUN
sc-1117	114	10	about	about	ADP
sc-1117	114	11	different	different	ADJ
sc-1117	114	12	components	component	NOUN
sc-1117	114	13	of	of	ADP
sc-1117	114	14	the	the	DET
sc-1117	114	15	opinion	opinion	NOUN
sc-1117	114	16	in	in	ADP
sc-1117	114	17	quadruple	quadruple	NOUN
sc-1117	114	18	,	,	PUNCT
sc-1117	114	19	o	o	NOUN
sc-1117	114	20	=	=	PUNCT
sc-1117	114	21	“	"	PUNCT
sc-1117	114	22	g	g	PROPN
sc-1117	114	23	,	,	PUNCT
sc-1117	114	24	s	s	PROPN
sc-1117	114	25	,	,	PUNCT
sc-1117	114	26	h	h	NOUN
sc-1117	114	27	,	,	PUNCT
sc-1117	114	28	t	t	PROPN
sc-1117	114	29	”	"	PUNCT
sc-1117	114	30	“	"	PUNCT
sc-1117	114	31	where	where	SCONJ
sc-1117	114	32	g	g	PROPN
sc-1117	114	33	is	be	AUX
sc-1117	114	34	the	the	DET
sc-1117	114	35	sentiment	sentiment	NOUN
sc-1117	114	36	target	target	NOUN
sc-1117	114	37	,	,	PUNCT
sc-1117	114	38	s	s	VERB
sc-1117	114	39	is	be	AUX
sc-1117	114	40	the	the	DET
sc-1117	114	41	sentiment	sentiment	NOUN
sc-1117	114	42	of	of	ADP
sc-1117	114	43	the	the	DET
sc-1117	114	44	opinion	opinion	NOUN
sc-1117	114	45	about	about	ADP
sc-1117	114	46	the	the	DET
sc-1117	114	47	target	target	NOUN
sc-1117	114	48	g	g	NOUN
sc-1117	114	49	,	,	PUNCT
sc-1117	114	50	h	h	PROPN
sc-1117	114	51	is	be	AUX
sc-1117	114	52	the	the	DET
sc-1117	114	53	opinion	opinion	NOUN
sc-1117	114	54	holder	holder	NOUN
sc-1117	114	55	,	,	PUNCT
sc-1117	114	56	and	and	CCONJ
sc-1117	114	57	t	t	PROPN
sc-1117	114	58	is	be	AUX
sc-1117	114	59	the	the	DET
sc-1117	114	60	time	time	NOUN
sc-1117	114	61	when	when	SCONJ
sc-1117	114	62	an	an	DET
sc-1117	114	63	opinion	opinion	NOUN
sc-1117	114	64	is	be	AUX
sc-1117	114	65	posted	post	VERB
sc-1117	114	66	.	.	PUNCT
sc-1117	114	67	”	"	PUNCT
sc-1117	115	1	each	each	DET
sc-1117	115	2	component	component	NOUN
sc-1117	115	3	is	be	AUX
sc-1117	115	4	important	important	ADJ
sc-1117	115	5	,	,	PUNCT
sc-1117	115	6	and	and	CCONJ
sc-1117	115	7	if	if	SCONJ
sc-1117	115	8	any	any	DET
sc-1117	115	9	part	part	NOUN
sc-1117	115	10	is	be	AUX
sc-1117	115	11	missing	missing	ADJ
sc-1117	115	12	,	,	PUNCT
sc-1117	115	13	we	we	PRON
sc-1117	115	14	will	will	AUX
sc-1117	115	15	miss	miss	VERB
sc-1117	115	16	the	the	DET
sc-1117	115	17	critical	critical	ADJ
sc-1117	115	18	information	information	NOUN
sc-1117	115	19	in	in	ADP
sc-1117	115	20	ascertaining	ascertain	VERB
sc-1117	115	21	the	the	DET
sc-1117	115	22	weight	weight	NOUN
sc-1117	115	23	to	to	ADP
sc-1117	115	24	the	the	DET
sc-1117	115	25	particular	particular	ADJ
sc-1117	115	26	opinion	opinion	NOUN
sc-1117	115	27	.	.	PUNCT
sc-1117	116	1	sentiments	sentiment	NOUN
sc-1117	116	2	in	in	ADP
sc-1117	116	3	a	a	DET
sc-1117	116	4	sentence	sentence	NOUN
sc-1117	116	5	determine	determine	NOUN
sc-1117	116	6	the	the	DET
sc-1117	116	7	polarity	polarity	NOUN
sc-1117	116	8	of	of	ADP
sc-1117	116	9	the	the	DET
sc-1117	116	10	valence	valence	NOUN
sc-1117	116	11	(	(	PUNCT
sc-1117	116	12	emotion	emotion	NOUN
sc-1117	116	13	)	)	PUNCT
sc-1117	116	14	in	in	ADP
sc-1117	116	15	the	the	DET
sc-1117	116	16	text	text	NOUN
sc-1117	116	17	associated	associate	VERB
sc-1117	116	18	with	with	ADP
sc-1117	116	19	the	the	DET
sc-1117	116	20	target	target	NOUN
sc-1117	116	21	of	of	ADP
sc-1117	116	22	the	the	DET
sc-1117	116	23	opinion	opinion	NOUN
sc-1117	116	24	,	,	PUNCT
sc-1117	116	25	and	and	CCONJ
sc-1117	116	26	in	in	ADP
sc-1117	116	27	case	case	NOUN
sc-1117	116	28	of	of	ADP
sc-1117	116	29	,	,	PUNCT
sc-1117	116	30	multiple	multiple	ADJ
sc-1117	116	31	targets	target	NOUN
sc-1117	116	32	,	,	PUNCT
sc-1117	116	33	a	a	DET
sc-1117	116	34	specific	specific	ADJ
sc-1117	116	35	sentiment	sentiment	NOUN
sc-1117	116	36	is	be	AUX
sc-1117	116	37	listed	list	VERB
sc-1117	116	38	for	for	ADP
sc-1117	116	39	a	a	DET
sc-1117	116	40	particular	particular	ADJ
sc-1117	116	41	target	target	NOUN
sc-1117	116	42	.	.	PUNCT
sc-1117	117	1	words	word	NOUN
sc-1117	117	2	such	such	ADJ
sc-1117	117	3	as	as	ADP
sc-1117	117	4	amazing	amazing	ADJ
sc-1117	117	5	,	,	PUNCT
sc-1117	117	6	awesome	awesome	ADJ
sc-1117	117	7	,	,	PUNCT
sc-1117	117	8	appalling	appal	VERB
sc-1117	117	9	express	express	VERB
sc-1117	117	10	emotions	emotion	NOUN
sc-1117	117	11	that	that	PRON
sc-1117	117	12	aid	aid	VERB
sc-1117	117	13	in	in	ADP
sc-1117	117	14	the	the	DET
sc-1117	117	15	development	development	NOUN
sc-1117	117	16	of	of	ADP
sc-1117	117	17	algorithms	algorithm	NOUN
sc-1117	117	18	to	to	PART
sc-1117	117	19	extract	extract	VERB
sc-1117	117	20	sentiments	sentiment	NOUN
sc-1117	117	21	as	as	ADV
sc-1117	117	22	well	well	ADV
sc-1117	117	23	as	as	ADP
sc-1117	117	24	opinion	opinion	NOUN
sc-1117	117	25	targets	target	NOUN
sc-1117	117	26	.	.	PUNCT
sc-1117	118	1	(	(	PUNCT
sc-1117	118	2	liu	liu	PROPN
sc-1117	118	3	,	,	PUNCT
sc-1117	118	4	2017	2017	NUM
sc-1117	118	5	;	;	PUNCT
sc-1117	118	6	hu	hu	PROPN
sc-1117	118	7	and	and	CCONJ
sc-1117	118	8	liu	liu	PROPN
sc-1117	118	9	,	,	PUNCT
sc-1117	118	10	2004	2004	NUM
sc-1117	118	11	;	;	PUNCT
sc-1117	118	12	qiu	qiu	PROPN
sc-1117	118	13	et	et	PROPN
sc-1117	118	14	al	al	PROPN
sc-1117	118	15	.	.	PROPN
sc-1117	118	16	,	,	PUNCT
sc-1117	118	17	2011	2011	NUM
sc-1117	118	18	;	;	PUNCT
sc-1117	118	19	zhuang	zhuang	PROPN
sc-1117	118	20	et	et	PROPN
sc-1117	118	21	al	al	PROPN
sc-1117	118	22	.	.	PROPN
sc-1117	118	23	,	,	PUNCT
sc-1117	118	24	2006	2006	NUM
sc-1117	118	25	)	)	PUNCT
sc-1117	118	26	.	.	PUNCT
sc-1117	119	1	b.	b.	PROPN
sc-1117	119	2	liu	liu	PROPN
sc-1117	119	3	(	(	PUNCT
sc-1117	119	4	2017	2017	NUM
sc-1117	119	5	)	)	PUNCT
sc-1117	119	6	–	–	PUNCT
sc-1117	119	7	“	"	PUNCT
sc-1117	119	8	an	an	DET
sc-1117	119	9	emotion	emotion	NOUN
sc-1117	119	10	is	be	AUX
sc-1117	119	11	a	a	DET
sc-1117	119	12	quintuple	quintuple	NOUN
sc-1117	119	13	:	:	PUNCT
sc-1117	119	14	(	(	PUNCT
sc-1117	119	15	e	e	NOUN
sc-1117	119	16	,	,	PUNCT
sc-1117	119	17	a	a	PRON
sc-1117	119	18	,	,	PUNCT
sc-1117	119	19	m	m	PROPN
sc-1117	119	20	,	,	PUNCT
sc-1117	119	21	f	f	PROPN
sc-1117	119	22	,	,	PUNCT
sc-1117	119	23	t	t	PROPN
sc-1117	119	24	)	)	PUNCT
sc-1117	119	25	”	"	PUNCT
sc-1117	119	26	where	where	SCONJ
sc-1117	119	27	e	e	NOUN
sc-1117	119	28	is	be	AUX
sc-1117	119	29	the	the	DET
sc-1117	119	30	target	target	NOUN
sc-1117	119	31	entity	entity	NOUN
sc-1117	119	32	,	,	PUNCT
sc-1117	119	33	a	a	PRON
sc-1117	119	34	is	be	AUX
sc-1117	119	35	the	the	DET
sc-1117	119	36	target	target	NOUN
sc-1117	119	37	aspect	aspect	NOUN
sc-1117	119	38	of	of	ADP
sc-1117	119	39	e	e	PROPN
sc-1117	119	40	that	that	PRON
sc-1117	119	41	is	be	AUX
sc-1117	119	42	responsible	responsible	ADJ
sc-1117	119	43	for	for	ADP
sc-1117	119	44	the	the	DET
sc-1117	119	45	emotion	emotion	NOUN
sc-1117	119	46	,	,	PUNCT
sc-1117	119	47	m	m	VERB
sc-1117	119	48	is	be	AUX
sc-1117	119	49	the	the	DET
sc-1117	119	50	emotion	emotion	NOUN
sc-1117	119	51	type	type	NOUN
sc-1117	119	52	or	or	CCONJ
sc-1117	119	53	a	a	DET
sc-1117	119	54	pair	pair	NOUN
sc-1117	119	55	representing	represent	VERB
sc-1117	119	56	an	an	DET
sc-1117	119	57	emotion	emotion	NOUN
sc-1117	119	58	type	type	NOUN
sc-1117	119	59	and	and	CCONJ
sc-1117	119	60	an	an	DET
sc-1117	119	61	intensity	intensity	NOUN
sc-1117	119	62	level	level	NOUN
sc-1117	119	63	,	,	PUNCT
sc-1117	119	64	f	f	PROPN
sc-1117	119	65	is	be	AUX
sc-1117	119	66	the	the	DET
sc-1117	119	67	feeler	feeler	NOUN
sc-1117	119	68	of	of	ADP
sc-1117	119	69	the	the	DET
sc-1117	119	70	emotion	emotion	NOUN
sc-1117	119	71	,	,	PUNCT
sc-1117	119	72	and	and	CCONJ
sc-1117	119	73	t	t	PROPN
sc-1117	119	74	is	be	AUX
sc-1117	119	75	the	the	DET
sc-1117	119	76	time	time	NOUN
sc-1117	119	77	when	when	SCONJ
sc-1117	119	78	the	the	DET
sc-1117	119	79	emotion	emotion	NOUN
sc-1117	119	80	is	be	AUX
sc-1117	119	81	expressed	express	VERB
sc-1117	119	82	.	.	PUNCT
sc-1117	120	1	an	an	DET
sc-1117	120	2	excerpt	excerpt	NOUN
sc-1117	120	3	from	from	ADP
sc-1117	120	4	a	a	DET
sc-1117	120	5	young	young	ADJ
sc-1117	120	6	mother	mother	NOUN
sc-1117	120	7	shared	share	VERB
sc-1117	120	8	on	on	ADP
sc-1117	120	9	facebook	facebook	PROPN
sc-1117	120	10	“	"	PUNCT
sc-1117	120	11	motherhood	motherhood	NOUN
sc-1117	120	12	is	be	AUX
sc-1117	120	13	the	the	DET
sc-1117	120	14	greatest	great	ADJ
sc-1117	120	15	thing	thing	NOUN
sc-1117	120	16	and	and	CCONJ
sc-1117	120	17	the	the	DET
sc-1117	120	18	hardest	hard	ADJ
sc-1117	120	19	thing	thing	NOUN
sc-1117	120	20	.	.	PUNCT
sc-1117	121	1	i	i	PRON
sc-1117	121	2	am	be	AUX
sc-1117	121	3	not	not	PART
sc-1117	121	4	a	a	DET
sc-1117	121	5	supermom	supermom	NOUN
sc-1117	121	6	…	…	PUNCT
sc-1117	121	7	i	i	PRON
sc-1117	121	8	just	just	ADV
sc-1117	121	9	do	do	VERB
sc-1117	121	10	the	the	DET
sc-1117	121	11	best	good	ADJ
sc-1117	121	12	i	i	PRON
sc-1117	121	13	can	can	AUX
sc-1117	121	14	…	…	PUNCT
sc-1117	121	15	i	i	PRON
sc-1117	121	16	am	be	AUX
sc-1117	121	17	still	still	ADV
sc-1117	121	18	struggling	struggle	VERB
sc-1117	121	19	…	…	PUNCT
sc-1117	121	20	because	because	SCONJ
sc-1117	121	21	i	i	PRON
sc-1117	121	22	love	love	VERB
sc-1117	121	23	u	u	PRON
sc-1117	121	24	both	both	PRON
sc-1117	121	25	.	.	PUNCT
sc-1117	122	1	i	i	PRON
sc-1117	122	2	am	be	AUX
sc-1117	122	3	a	a	DET
sc-1117	122	4	mother	mother	NOUN
sc-1117	122	5	first	first	ADV
sc-1117	122	6	…	…	PUNCT
sc-1117	122	7	blessed	bless	VERB
sc-1117	122	8	to	to	PART
sc-1117	122	9	have	have	VERB
sc-1117	122	10	that	that	DET
sc-1117	122	11	role	role	NOUN
sc-1117	122	12	in	in	ADP
sc-1117	122	13	life	life	NOUN
sc-1117	122	14	.	.	PUNCT
sc-1117	123	1	the	the	DET
sc-1117	123	2	world	world	NOUN
sc-1117	123	3	can	can	AUX
sc-1117	123	4	like	like	VERB
sc-1117	123	5	me	i	PRON
sc-1117	123	6	,	,	PUNCT
sc-1117	123	7	hate	hate	VERB
sc-1117	123	8	me	i	PRON
sc-1117	123	9	,	,	PUNCT
sc-1117	123	10	fall	fall	VERB
sc-1117	123	11	apart	apart	ADV
sc-1117	123	12	around	around	ADP
sc-1117	123	13	me	i	PRON
sc-1117	123	14	…	…	PUNCT
sc-1117	123	15	.	.	PUNCT
sc-1117	124	1	at	at	ADP
sc-1117	124	2	least	least	ADJ
sc-1117	124	3	i	i	PRON
sc-1117	124	4	have	have	VERB
sc-1117	124	5	both	both	PRON
sc-1117	124	6	of	of	ADP
sc-1117	124	7	u	u	NOUN
sc-1117	124	8	around	around	ADP
sc-1117	124	9	me	i	PRON
sc-1117	124	10	…	…	PUNCT
sc-1117	124	11	i	i	PRON
sc-1117	124	12	’m	’m	VERB
sc-1117	124	13	happy	happy	ADJ
sc-1117	124	14	.	.	PUNCT
sc-1117	125	1	discovering	discover	VERB
sc-1117	125	2	strengths	strength	NOUN
sc-1117	125	3	,	,	PUNCT
sc-1117	125	4	i	i	PRON
sc-1117	125	5	did	do	AUX
sc-1117	125	6	not	not	PART
sc-1117	125	7	know	know	VERB
sc-1117	125	8	i	i	PRON
sc-1117	125	9	had	have	VERB
sc-1117	125	10	and	and	CCONJ
sc-1117	125	11	dealing	deal	VERB
sc-1117	125	12	with	with	ADP
sc-1117	125	13	fears	fear	NOUN
sc-1117	125	14	which	which	PRON
sc-1117	125	15	i	i	PRON
sc-1117	125	16	did	do	AUX
sc-1117	125	17	not	not	PART
sc-1117	125	18	know	know	VERB
sc-1117	125	19	existed	exist	VERB
sc-1117	125	20	.	.	PUNCT
sc-1117	126	1	in	in	ADP
sc-1117	126	2	a	a	DET
sc-1117	126	3	lot	lot	NOUN
sc-1117	126	4	of	of	ADP
sc-1117	126	5	ways	way	NOUN
sc-1117	126	6	,	,	PUNCT
sc-1117	126	7	both	both	PRON
sc-1117	126	8	of	of	ADP
sc-1117	126	9	u	u	PRON
sc-1117	126	10	come	come	VERB
sc-1117	126	11	into	into	ADP
sc-1117	126	12	my	my	PRON
sc-1117	126	13	life	life	NOUN
sc-1117	126	14	to	to	PART
sc-1117	126	15	teach	teach	VERB
sc-1117	126	16	me	i	PRON
sc-1117	126	17	.	.	PUNCT
sc-1117	127	1	life	life	NOUN
sc-1117	127	2	is	be	AUX
sc-1117	127	3	tough….but	tough….but	AUX
sc-1117	127	4	trust	trust	VERB
sc-1117	127	5	me	i	PRON
sc-1117	127	6	will	will	AUX
sc-1117	127	7	find	find	VERB
sc-1117	127	8	me	i	PRON
sc-1117	127	9	by	by	ADP
sc-1117	127	10	your	your	PRON
sc-1117	127	11	side	side	NOUN
sc-1117	127	12	…	…	PUNCT
sc-1117	127	13	in	in	ADP
sc-1117	127	14	every	every	DET
sc-1117	127	15	thick	thick	ADJ
sc-1117	127	16	&	&	CCONJ
sc-1117	127	17	thin	thin	ADJ
sc-1117	127	18	.	.	PUNCT
sc-1117	128	1	i	i	PRON
sc-1117	128	2	am	be	AUX
sc-1117	128	3	your	your	PRON
sc-1117	128	4	strength	strength	NOUN
sc-1117	128	5	and	and	CCONJ
sc-1117	128	6	not	not	PART
sc-1117	128	7	your	your	PRON
sc-1117	128	8	weakness	weakness	NOUN
sc-1117	128	9	…	…	PUNCT
sc-1117	128	10	i	i	PRON
sc-1117	128	11	am	be	AUX
sc-1117	128	12	proud	proud	ADJ
sc-1117	128	13	of	of	ADP
sc-1117	128	14	u	u	PRON
sc-1117	128	15	both	both	PRON
sc-1117	128	16	…	…	NUM
sc-1117	128	17	hope	hope	VERB
sc-1117	128	18	i	i	PRON
sc-1117	128	19	make	make	VERB
sc-1117	128	20	you	you	PRON
sc-1117	128	21	proud	proud	ADJ
sc-1117	128	22	too	too	ADV
sc-1117	128	23	.	.	PUNCT
sc-1117	128	24	”	"	PUNCT
sc-1117	129	1	here	here	ADV
sc-1117	129	2	the	the	DET
sc-1117	129	3	entities	entity	NOUN
sc-1117	129	4	are	be	AUX
sc-1117	129	5	the	the	DET
sc-1117	129	6	two	two	NUM
sc-1117	129	7	children	child	NOUN
sc-1117	129	8	towards	towards	ADP
sc-1117	129	9	whom	whom	PRON
sc-1117	129	10	the	the	DET
sc-1117	129	11	emotions	emotion	NOUN
sc-1117	129	12	are	be	AUX
sc-1117	129	13	targeted	target	VERB
sc-1117	129	14	.	.	PUNCT
sc-1117	130	1	the	the	DET
sc-1117	130	2	feeler	feeler	NOUN
sc-1117	130	3	of	of	ADP
sc-1117	130	4	the	the	DET
sc-1117	130	5	emotion	emotion	NOUN
sc-1117	130	6	is	be	AUX
sc-1117	130	7	‘	'	PUNCT
sc-1117	130	8	i	i	PRON
sc-1117	130	9	”	"	PUNCT
sc-1117	130	10	or	or	CCONJ
sc-1117	130	11	the	the	DET
sc-1117	130	12	mother	mother	NOUN
sc-1117	130	13	and	and	CCONJ
sc-1117	130	14	the	the	DET
sc-1117	130	15	difficulties	difficulty	NOUN
sc-1117	130	16	faced	face	VERB
sc-1117	130	17	in	in	ADP
sc-1117	130	18	dealing	deal	VERB
sc-1117	130	19	with	with	ADP
sc-1117	130	20	motherhood	motherhood	NOUN
sc-1117	130	21	are	be	AUX
sc-1117	130	22	the	the	DET
sc-1117	130	23	target	target	NOUN
sc-1117	130	24	aspect	aspect	NOUN
sc-1117	130	25	related	relate	VERB
sc-1117	130	26	to	to	ADP
sc-1117	130	27	both	both	DET
sc-1117	130	28	children	child	NOUN
sc-1117	130	29	.	.	PUNCT
sc-1117	131	1	the	the	DET
sc-1117	131	2	use	use	NOUN
sc-1117	131	3	of	of	ADP
sc-1117	131	4	superlatives	superlative	NOUN
sc-1117	131	5	and	and	CCONJ
sc-1117	131	6	strong	strong	ADJ
sc-1117	131	7	words	word	NOUN
sc-1117	131	8	like	like	ADP
sc-1117	131	9	hate	hate	NOUN
sc-1117	131	10	,	,	PUNCT
sc-1117	131	11	the	the	DET
sc-1117	131	12	greatest	great	ADJ
sc-1117	131	13	,	,	PUNCT
sc-1117	131	14	and	and	CCONJ
sc-1117	131	15	the	the	DET
sc-1117	131	16	hardest	hard	ADJ
sc-1117	131	17	convey	convey	VERB
sc-1117	131	18	the	the	DET
sc-1117	131	19	intense	intense	ADJ
sc-1117	131	20	emotion	emotion	NOUN
sc-1117	131	21	of	of	ADP
sc-1117	131	22	the	the	DET
sc-1117	131	23	author	author	NOUN
sc-1117	131	24	.	.	PUNCT
sc-1117	132	1	emotions	emotion	NOUN
sc-1117	132	2	such	such	ADJ
sc-1117	132	3	as	as	ADP
sc-1117	132	4	hope	hope	NOUN
sc-1117	132	5	and	and	CCONJ
sc-1117	132	6	happiness	happiness	NOUN
sc-1117	132	7	are	be	AUX
sc-1117	132	8	related	relate	VERB
sc-1117	132	9	to	to	ADP
sc-1117	132	10	children	child	NOUN
sc-1117	132	11	,	,	PUNCT
sc-1117	132	12	and	and	CCONJ
sc-1117	132	13	despair	despair	NOUN
sc-1117	132	14	&	&	CCONJ
sc-1117	132	15	tiredness	tiredness	NOUN
sc-1117	132	16	are	be	AUX
sc-1117	132	17	related	relate	VERB
sc-1117	132	18	to	to	ADP
sc-1117	132	19	self	self	NOUN
sc-1117	132	20	.	.	PUNCT
sc-1117	133	1	psychologists	psychologist	NOUN
sc-1117	133	2	such	such	ADJ
sc-1117	133	3	as	as	ADP
sc-1117	133	4	plutchik	plutchik	NOUN
sc-1117	133	5	,	,	PUNCT
sc-1117	133	6	r.	r.	PROPN
sc-1117	133	7	,	,	PUNCT
sc-1117	133	8	&	&	CCONJ
sc-1117	133	9	kellerman	kellerman	PROPN
sc-1117	133	10	,	,	PUNCT
sc-1117	133	11	h.	h.	PROPN
sc-1117	133	12	(	(	PUNCT
sc-1117	133	13	eds	eds	PROPN
sc-1117	133	14	.	.	PUNCT
sc-1117	133	15	)	)	PUNCT
sc-1117	133	16	.	.	PUNCT
sc-1117	134	1	(	(	PUNCT
sc-1117	134	2	2013	2013	NUM
sc-1117	134	3	)	)	PUNCT
sc-1117	134	4	have	have	AUX
sc-1117	134	5	classified	classify	VERB
sc-1117	134	6	discrete	discrete	ADJ
sc-1117	134	7	emotions	emotion	NOUN
sc-1117	134	8	based	base	VERB
sc-1117	134	9	on	on	ADP
sc-1117	134	10	their	their	PRON
sc-1117	134	11	intensities	intensity	NOUN
sc-1117	134	12	.	.	PUNCT
sc-1117	135	1	this	this	DET
sc-1117	135	2	collection	collection	NOUN
sc-1117	135	3	of	of	ADP
sc-1117	135	4	high	high	ADJ
sc-1117	135	5	as	as	ADV
sc-1117	135	6	well	well	ADV
sc-1117	135	7	as	as	ADP
sc-1117	135	8	low	low	ADJ
sc-1117	135	9	intensity	intensity	NOUN
sc-1117	135	10	emotion	emotion	NOUN
sc-1117	135	11	-	-	PUNCT
sc-1117	135	12	laden	laden	ADJ
sc-1117	135	13	words	word	NOUN
sc-1117	135	14	uses	use	VERB
sc-1117	135	15	language	language	NOUN
sc-1117	135	16	as	as	ADP
sc-1117	135	17	a	a	DET
sc-1117	135	18	vehicle	vehicle	NOUN
sc-1117	135	19	to	to	PART
sc-1117	135	20	communicate	communicate	VERB
sc-1117	135	21	emotion	emotion	NOUN
sc-1117	135	22	coherently	coherently	ADV
sc-1117	135	23	.	.	PUNCT
sc-1117	136	1	non	non	ADJ
sc-1117	136	2	-	-	ADJ
sc-1117	136	3	verbal	verbal	ADJ
sc-1117	136	4	patterns	pattern	NOUN
sc-1117	136	5	of	of	ADP
sc-1117	136	6	communication	communication	NOUN
sc-1117	136	7	such	such	ADJ
sc-1117	136	8	as	as	ADP
sc-1117	136	9	gesture	gesture	NOUN
sc-1117	136	10	,	,	PUNCT
sc-1117	136	11	posture	posture	NOUN
sc-1117	136	12	,	,	PUNCT
sc-1117	136	13	and	and	CCONJ
sc-1117	136	14	facial	facial	ADJ
sc-1117	136	15	expressions	expression	NOUN
sc-1117	136	16	are	be	AUX
sc-1117	136	17	more	more	ADJ
sc-1117	136	18	culture	culture	NOUN
sc-1117	136	19	-	-	PUNCT
sc-1117	136	20	specific	specific	ADJ
sc-1117	136	21	than	than	ADP
sc-1117	136	22	language	language	NOUN
sc-1117	136	23	.	.	PUNCT
sc-1117	137	1	mostly	mostly	ADV
sc-1117	137	2	they	they	PRON
sc-1117	137	3	convey	convey	VERB
sc-1117	137	4	more	more	ADJ
sc-1117	137	5	information	information	NOUN
sc-1117	137	6	than	than	ADP
sc-1117	137	7	words	word	NOUN
sc-1117	137	8	.	.	PUNCT
sc-1117	138	1	moreover	moreover	ADV
sc-1117	138	2	,	,	PUNCT
sc-1117	138	3	a	a	DET
sc-1117	138	4	language	language	NOUN
sc-1117	138	5	depends	depend	VERB
sc-1117	138	6	on	on	ADP
sc-1117	138	7	a	a	DET
sc-1117	138	8	fixed	fix	VERB
sc-1117	138	9	set	set	NOUN
sc-1117	138	10	of	of	ADP
sc-1117	138	11	syntactic	syntactic	ADJ
sc-1117	138	12	rules	rule	NOUN
sc-1117	138	13	and	and	CCONJ
sc-1117	138	14	semantics	semantic	NOUN
sc-1117	138	15	,	,	PUNCT
sc-1117	138	16	written	write	VERB
sc-1117	138	17	into	into	ADP
sc-1117	138	18	phrases	phrase	NOUN
sc-1117	138	19	or	or	CCONJ
sc-1117	138	20	sentences	sentence	NOUN
sc-1117	138	21	.	.	PUNCT
sc-1117	139	1	the	the	DET
sc-1117	139	2	use	use	NOUN
sc-1117	139	3	of	of	ADP
sc-1117	139	4	quality	quality	NOUN
sc-1117	139	5	in	in	ADP
sc-1117	139	6	a	a	DET
sc-1117	139	7	language	language	NOUN
sc-1117	139	8	requires	require	VERB
sc-1117	139	9	a	a	DET
sc-1117	139	10	basic	basic	ADJ
sc-1117	139	11	level	level	NOUN
sc-1117	139	12	of	of	ADP
sc-1117	139	13	expertise	expertise	NOUN
sc-1117	139	14	for	for	ADP
sc-1117	139	15	ease	ease	NOUN
sc-1117	139	16	of	of	ADP
sc-1117	139	17	access	access	NOUN
sc-1117	139	18	to	to	ADP
sc-1117	139	19	mental	mental	ADJ
sc-1117	139	20	lexicon	lexicon	NOUN
sc-1117	139	21	,	,	PUNCT
sc-1117	139	22	which	which	PRON
sc-1117	139	23	is	be	AUX
sc-1117	139	24	vulnerable	vulnerable	ADJ
sc-1117	139	25	to	to	PART
sc-1117	139	26	decay	decay	VERB
sc-1117	139	27	over	over	ADP
sc-1117	139	28	time	time	NOUN
sc-1117	139	29	.	.	PUNCT
sc-1117	140	1	3.2	3.2	NUM
sc-1117	140	2	.	.	PUNCT
sc-1117	140	3	approaches	approach	NOUN
sc-1117	140	4	towards	towards	ADP
sc-1117	140	5	implementing	implement	VERB
sc-1117	140	6	sentiment	sentiment	NOUN
sc-1117	140	7	analysis	analysis	NOUN
sc-1117	140	8	(	(	PUNCT
sc-1117	140	9	sa	sa	NOUN
sc-1117	140	10	)	)	PUNCT
sc-1117	140	11	there	there	PRON
sc-1117	140	12	are	be	VERB
sc-1117	140	13	multiple	multiple	ADJ
sc-1117	140	14	approaches	approach	NOUN
sc-1117	140	15	to	to	PART
sc-1117	140	16	implement	implement	VERB
sc-1117	140	17	sentiment	sentiment	NOUN
sc-1117	140	18	analysis	analysis	NOUN
sc-1117	140	19	,	,	PUNCT
sc-1117	140	20	the	the	DET
sc-1117	140	21	most	most	ADV
sc-1117	140	22	popular	popular	ADJ
sc-1117	140	23	being	being	NOUN
sc-1117	140	24	:	:	PUNCT
sc-1117	140	25	•	•	NUM
sc-1117	140	26	rule	rule	NOUN
sc-1117	140	27	based	base	VERB
sc-1117	140	28	systems	system	NOUN
sc-1117	140	29	there	there	PRON
sc-1117	140	30	are	be	VERB
sc-1117	140	31	a	a	DET
sc-1117	140	32	set	set	NOUN
sc-1117	140	33	of	of	ADP
sc-1117	140	34	predefined	predefine	VERB
sc-1117	140	35	rules	rule	NOUN
sc-1117	140	36	which	which	PRON
sc-1117	140	37	are	be	AUX
sc-1117	140	38	used	use	VERB
sc-1117	140	39	to	to	PART
sc-1117	140	40	determine	determine	VERB
sc-1117	140	41	the	the	DET
sc-1117	140	42	sentiment	sentiment	NOUN
sc-1117	140	43	portrayed	portray	VERB
sc-1117	140	44	by	by	ADP
sc-1117	140	45	a	a	DET
sc-1117	140	46	given	give	VERB
sc-1117	140	47	text	text	NOUN
sc-1117	140	48	.	.	PUNCT
sc-1117	141	1	•	•	NUM
sc-1117	141	2	machine	machine	NOUN
sc-1117	141	3	learning	learning	NOUN
sc-1117	141	4	based	base	VERB
sc-1117	141	5	systems	system	NOUN
sc-1117	141	6	these	these	PRON
sc-1117	141	7	are	be	AUX
sc-1117	141	8	mostly	mostly	ADV
sc-1117	141	9	classifiers	classifier	NOUN
sc-1117	141	10	that	that	PRON
sc-1117	141	11	use	use	VERB
sc-1117	141	12	existing	exist	VERB
sc-1117	141	13	data	datum	NOUN
sc-1117	141	14	to	to	PART
sc-1117	141	15	train	train	VERB
sc-1117	141	16	a	a	DET
sc-1117	141	17	model	model	NOUN
sc-1117	141	18	using	use	VERB
sc-1117	141	19	various	various	ADJ
sc-1117	141	20	machine	machine	NOUN
sc-1117	141	21	learning	learn	VERB
sc-1117	141	22	algorithms	algorithm	NOUN
sc-1117	141	23	.	.	PUNCT
sc-1117	142	1	this	this	PRON
sc-1117	142	2	is	be	AUX
sc-1117	142	3	used	use	VERB
sc-1117	142	4	to	to	PART
sc-1117	142	5	classify	classify	VERB
sc-1117	142	6	text	text	NOUN
sc-1117	142	7	into	into	ADP
sc-1117	142	8	having	have	VERB
sc-1117	142	9	binary	binary	ADJ
sc-1117	142	10	sentiments	sentiment	NOUN
sc-1117	142	11	(	(	PUNCT
sc-1117	142	12	positive	positive	ADJ
sc-1117	142	13	,	,	PUNCT
sc-1117	142	14	negative	negative	ADJ
sc-1117	142	15	)	)	PUNCT
sc-1117	142	16	or	or	CCONJ
sc-1117	142	17	multiple	multiple	ADJ
sc-1117	142	18	classes	class	NOUN
sc-1117	142	19	.	.	PUNCT
sc-1117	143	1	example	example	NOUN
sc-1117	143	2	for	for	ADP
sc-1117	143	3	multi	multi	ADJ
sc-1117	143	4	-	-	ADJ
sc-1117	143	5	class	class	ADJ
sc-1117	143	6	sentiment	sentiment	NOUN
sc-1117	143	7	analysis	analysis	NOUN
sc-1117	143	8	include	include	VERB
sc-1117	143	9	rating	rate	VERB
sc-1117	143	10	the	the	DET
sc-1117	143	11	product	product	NOUN
sc-1117	143	12	on	on	ADP
sc-1117	143	13	a	a	DET
sc-1117	143	14	scale	scale	NOUN
sc-1117	143	15	of	of	ADP
sc-1117	143	16	1	1	NUM
sc-1117	143	17	to	to	PART
sc-1117	143	18	5	5	NUM
sc-1117	143	19	.	.	NOUN
sc-1117	143	20	•	•	NUM
sc-1117	143	21	a	a	DET
sc-1117	143	22	hybrid	hybrid	ADJ
sc-1117	143	23	application	application	NOUN
sc-1117	143	24	of	of	ADP
sc-1117	143	25	both	both	DET
sc-1117	143	26	rule	rule	NOUN
sc-1117	143	27	based	base	VERB
sc-1117	143	28	and	and	CCONJ
sc-1117	143	29	machine	machine	NOUN
sc-1117	143	30	learning	learning	NOUN
sc-1117	143	31	systems	system	NOUN
sc-1117	143	32	.	.	PUNCT
sc-1117	144	1	rule	rule	NOUN
sc-1117	144	2	-	-	PUNCT
sc-1117	144	3	based	base	VERB
sc-1117	144	4	systems	system	NOUN
sc-1117	144	5	:	:	PUNCT
sc-1117	144	6	to	to	PART
sc-1117	144	7	be	be	AUX
sc-1117	144	8	able	able	ADJ
sc-1117	144	9	to	to	PART
sc-1117	144	10	perform	perform	VERB
sc-1117	144	11	meaningful	meaningful	ADJ
sc-1117	144	12	analysis	analysis	NOUN
sc-1117	145	1	,	,	PUNCT
sc-1117	145	2	the	the	DET
sc-1117	145	3	text	text	NOUN
sc-1117	145	4	must	must	AUX
sc-1117	145	5	be	be	AUX
sc-1117	145	6	pre	pre	VERB
sc-1117	145	7	-	-	VERB
sc-1117	145	8	processed	process	VERB
sc-1117	145	9	uniformly	uniformly	ADV
sc-1117	145	10	.	.	PUNCT
sc-1117	146	1	there	there	PRON
sc-1117	146	2	are	be	VERB
sc-1117	146	3	a	a	DET
sc-1117	146	4	lot	lot	NOUN
sc-1117	146	5	of	of	ADP
sc-1117	146	6	aspects	aspect	NOUN
sc-1117	146	7	in	in	ADP
sc-1117	146	8	a	a	DET
sc-1117	146	9	text	text	NOUN
sc-1117	146	10	that	that	PRON
sc-1117	146	11	is	be	AUX
sc-1117	146	12	intuitive	intuitive	ADJ
sc-1117	146	13	to	to	ADP
sc-1117	146	14	humans	human	NOUN
sc-1117	146	15	but	but	CCONJ
sc-1117	146	16	not	not	PART
sc-1117	146	17	to	to	ADP
sc-1117	146	18	machines	machine	NOUN
sc-1117	146	19	.	.	PUNCT
sc-1117	147	1	for	for	ADP
sc-1117	147	2	example	example	NOUN
sc-1117	147	3	,	,	PUNCT
sc-1117	147	4	all	all	DET
sc-1117	147	5	punctuations	punctuation	NOUN
sc-1117	147	6	are	be	AUX
sc-1117	147	7	removed	remove	VERB
sc-1117	147	8	along	along	ADP
sc-1117	147	9	with	with	ADP
sc-1117	147	10	‘	'	PUNCT
sc-1117	147	11	meaningless	meaningless	ADJ
sc-1117	147	12	’	'	PUNCT
sc-1117	147	13	words	word	NOUN
sc-1117	147	14	such	such	ADJ
sc-1117	147	15	as	as	ADP
sc-1117	147	16	conjunctions	conjunction	NOUN
sc-1117	147	17	,	,	PUNCT
sc-1117	147	18	prepositions	preposition	NOUN
sc-1117	147	19	,	,	PUNCT
sc-1117	147	20	articles	article	NOUN
sc-1117	147	21	,	,	PUNCT
sc-1117	147	22	etc	etc	X
sc-1117	147	23	.	.	X
sc-1117	148	1	these	these	PRON
sc-1117	148	2	are	be	AUX
sc-1117	148	3	generally	generally	ADV
sc-1117	148	4	known	know	VERB
sc-1117	148	5	as	as	ADP
sc-1117	148	6	sweta	sweta	ADJ
sc-1117	148	7	saraff	saraff	PROPN
sc-1117	148	8	et	et	PROPN
sc-1117	148	9	al	al	PROPN
sc-1117	148	10	.	.	PUNCT
sc-1117	149	1	eai	eai	PROPN
sc-1117	149	2	endorsed	endorse	VERB
sc-1117	149	3	transactions	transaction	NOUN
sc-1117	149	4	on	on	ADP
sc-1117	149	5	smart	smart	ADJ
sc-1117	149	6	cities	city	NOUN
sc-1117	149	7	08	08	NUM
sc-1117	149	8	2020	2020	NUM
sc-1117	149	9	01	01	NUM
sc-1117	149	10	2021	2021	NUM
sc-1117	149	11	|	|	ADV
sc-1117	149	12	volume	volume	NOUN
sc-1117	149	13	5	5	NUM
sc-1117	149	14	|	|	ADV
sc-1117	149	15	issue	issue	VERB
sc-1117	149	16	13	13	NUM
sc-1117	149	17	|	|	ADV
sc-1117	149	18	e4	e4	PROPN
sc-1117	149	19	5	5	NUM
sc-1117	149	20	‘	'	PUNCT
sc-1117	149	21	stop	stop	VERB
sc-1117	149	22	words	word	NOUN
sc-1117	149	23	’	'	PUNCT
sc-1117	149	24	and	and	CCONJ
sc-1117	149	25	do	do	AUX
sc-1117	149	26	not	not	PART
sc-1117	149	27	really	really	ADV
sc-1117	149	28	contribute	contribute	VERB
sc-1117	149	29	to	to	ADP
sc-1117	149	30	the	the	DET
sc-1117	149	31	context	context	NOUN
sc-1117	149	32	or	or	CCONJ
sc-1117	149	33	meaning	meaning	NOUN
sc-1117	149	34	behind	behind	ADP
sc-1117	149	35	the	the	DET
sc-1117	149	36	text	text	NOUN
sc-1117	149	37	,	,	PUNCT
sc-1117	149	38	hence	hence	ADV
sc-1117	149	39	can	can	AUX
sc-1117	149	40	be	be	AUX
sc-1117	149	41	omitted	omit	VERB
sc-1117	149	42	.	.	PUNCT
sc-1117	150	1	the	the	DET
sc-1117	150	2	remaining	remain	VERB
sc-1117	150	3	words	word	NOUN
sc-1117	150	4	are	be	AUX
sc-1117	150	5	converted	convert	VERB
sc-1117	150	6	to	to	PART
sc-1117	150	7	lowercase	lowercase	VERB
sc-1117	150	8	,	,	PUNCT
sc-1117	150	9	after	after	ADP
sc-1117	150	10	which	which	PRON
sc-1117	150	11	we	we	PRON
sc-1117	150	12	use	use	VERB
sc-1117	150	13	a	a	DET
sc-1117	150	14	collection	collection	NOUN
sc-1117	150	15	of	of	ADP
sc-1117	150	16	predefined	predefine	VERB
sc-1117	150	17	words	word	NOUN
sc-1117	150	18	commonly	commonly	ADV
sc-1117	150	19	referred	refer	VERB
sc-1117	150	20	to	to	ADP
sc-1117	150	21	as	as	ADP
sc-1117	150	22	a	a	DET
sc-1117	150	23	‘	'	PUNCT
sc-1117	150	24	bag	bag	NOUN
sc-1117	150	25	of	of	ADP
sc-1117	150	26	words	word	NOUN
sc-1117	150	27	’	'	PUNCT
sc-1117	150	28	that	that	PRON
sc-1117	150	29	have	have	VERB
sc-1117	150	30	a	a	DET
sc-1117	150	31	‘	'	PUNCT
sc-1117	150	32	sentiment	sentiment	NOUN
sc-1117	150	33	value	value	NOUN
sc-1117	150	34	’	'	PUNCT
sc-1117	150	35	associated	associate	VERB
sc-1117	150	36	with	with	ADP
sc-1117	150	37	it	it	PRON
sc-1117	150	38	.	.	PUNCT
sc-1117	151	1	we	we	PRON
sc-1117	151	2	can	can	AUX
sc-1117	151	3	match	match	VERB
sc-1117	151	4	these	these	DET
sc-1117	151	5	words	word	NOUN
sc-1117	151	6	in	in	ADP
sc-1117	151	7	our	our	PRON
sc-1117	151	8	text	text	NOUN
sc-1117	151	9	with	with	ADP
sc-1117	151	10	its	its	PRON
sc-1117	151	11	corresponding	corresponding	ADJ
sc-1117	151	12	sentiment	sentiment	NOUN
sc-1117	151	13	value	value	NOUN
sc-1117	151	14	.	.	PUNCT
sc-1117	152	1	the	the	DET
sc-1117	152	2	cumulative	cumulative	ADJ
sc-1117	152	3	sum	sum	NOUN
sc-1117	152	4	of	of	ADP
sc-1117	152	5	the	the	DET
sc-1117	152	6	sentiment	sentiment	NOUN
sc-1117	152	7	value	value	NOUN
sc-1117	152	8	of	of	ADP
sc-1117	152	9	all	all	DET
sc-1117	152	10	the	the	DET
sc-1117	152	11	words	word	NOUN
sc-1117	152	12	would	would	AUX
sc-1117	152	13	tell	tell	VERB
sc-1117	152	14	us	we	PRON
sc-1117	152	15	whether	whether	SCONJ
sc-1117	152	16	the	the	DET
sc-1117	152	17	text	text	NOUN
sc-1117	152	18	has	have	VERB
sc-1117	152	19	an	an	DET
sc-1117	152	20	overall	overall	ADJ
sc-1117	152	21	positive	positive	ADJ
sc-1117	152	22	or	or	CCONJ
sc-1117	152	23	negative	negative	ADJ
sc-1117	152	24	sentiment	sentiment	NOUN
sc-1117	152	25	.	.	PUNCT
sc-1117	153	1	figure	figure	NOUN
sc-1117	153	2	1	1	NUM
sc-1117	153	3	.	.	PUNCT
sc-1117	153	4	plutchik	plutchik	PROPN
sc-1117	153	5	’s	’s	PART
sc-1117	153	6	wheel	wheel	NOUN
sc-1117	153	7	of	of	ADP
sc-1117	153	8	emotions	emotion	NOUN
sc-1117	153	9	(	(	PUNCT
sc-1117	153	10	borth	borth	PROPN
sc-1117	153	11	,	,	PUNCT
sc-1117	153	12	d.	d.	PROPN
sc-1117	153	13	,	,	PUNCT
sc-1117	153	14	ji	ji	PROPN
sc-1117	153	15	,	,	PUNCT
sc-1117	153	16	r.	r.	PROPN
sc-1117	153	17	,	,	PUNCT
sc-1117	153	18	chen	chen	PROPN
sc-1117	153	19	,	,	PUNCT
sc-1117	153	20	t.	t.	PROPN
sc-1117	153	21	,	,	PUNCT
sc-1117	153	22	breuel	breuel	NOUN
sc-1117	153	23	,	,	PUNCT
sc-1117	153	24	t.	t.	PROPN
sc-1117	153	25	,	,	PUNCT
sc-1117	153	26	&	&	CCONJ
sc-1117	153	27	chang	chang	PROPN
sc-1117	153	28	,	,	PUNCT
sc-1117	153	29	s.-f	s.-f	PROPN
sc-1117	153	30	.	.	PUNCT
sc-1117	154	1	(	(	PUNCT
sc-1117	154	2	2013	2013	NUM
sc-1117	154	3	)	)	PUNCT
sc-1117	154	4	figure	figure	NOUN
sc-1117	154	5	2	2	NUM
sc-1117	154	6	.	.	PUNCT
sc-1117	155	1	the	the	DET
sc-1117	155	2	techniques	technique	NOUN
sc-1117	155	3	of	of	ADP
sc-1117	155	4	sentiment	sentiment	NOUN
sc-1117	155	5	classification	classification	NOUN
sc-1117	155	6	(	(	PUNCT
sc-1117	155	7	medhat	medhat	PROPN
sc-1117	155	8	et	et	PROPN
sc-1117	155	9	al	al	PROPN
sc-1117	155	10	,	,	PUNCT
sc-1117	155	11	2014	2014	NUM
sc-1117	155	12	)	)	PUNCT
sc-1117	155	13	application	application	NOUN
sc-1117	155	14	of	of	ADP
sc-1117	155	15	sentiment	sentiment	NOUN
sc-1117	155	16	analysis	analysis	NOUN
sc-1117	155	17	in	in	ADP
sc-1117	155	18	understanding	understand	VERB
sc-1117	155	19	human	human	ADJ
sc-1117	155	20	emotions	emotion	NOUN
sc-1117	155	21	and	and	CCONJ
sc-1117	155	22	behavior	behavior	NOUN
sc-1117	155	23	eai	eai	PROPN
sc-1117	155	24	endorsed	endorse	VERB
sc-1117	155	25	transactions	transaction	NOUN
sc-1117	155	26	on	on	ADP
sc-1117	155	27	smart	smart	ADJ
sc-1117	155	28	cities	city	NOUN
sc-1117	155	29	08	08	NUM
sc-1117	155	30	2020	2020	NUM
sc-1117	155	31	01	01	NUM
sc-1117	155	32	2021	2021	NUM
sc-1117	155	33	|	|	ADV
sc-1117	155	34	volume	volume	NOUN
sc-1117	155	35	5	5	NUM
sc-1117	155	36	|	|	ADV
sc-1117	155	37	issue	issue	VERB
sc-1117	155	38	13	13	NUM
sc-1117	155	39	|	|	ADV
sc-1117	155	40	e4	e4	PROPN
sc-1117	155	41	sweta	sweta	ADJ
sc-1117	155	42	saraff	saraff	PROPN
sc-1117	155	43	et	et	PROPN
sc-1117	155	44	al	al	PROPN
sc-1117	155	45	.	.	PROPN
sc-1117	155	46	6	6	NUM
sc-1117	155	47	figure	figure	NOUN
sc-1117	155	48	3	3	NUM
sc-1117	155	49	.	.	PUNCT
sc-1117	156	1	the	the	DET
sc-1117	156	2	steps	step	NOUN
sc-1117	156	3	and	and	CCONJ
sc-1117	156	4	components	component	NOUN
sc-1117	156	5	of	of	ADP
sc-1117	156	6	a	a	DET
sc-1117	156	7	machine	machine	NOUN
sc-1117	156	8	learning	learn	VERB
sc-1117	156	9	classifier	classifier	NOUN
sc-1117	156	10	by	by	ADP
sc-1117	156	11	moujahid	moujahid	PROPN
sc-1117	156	12	,	,	PUNCT
sc-1117	156	13	a.	a.	NOUN
sc-1117	156	14	(	(	PUNCT
sc-1117	156	15	2016	2016	NUM
sc-1117	156	16	)	)	PUNCT
sc-1117	156	17	.	.	PUNCT
sc-1117	157	1	this	this	DET
sc-1117	157	2	system	system	NOUN
sc-1117	157	3	will	will	AUX
sc-1117	157	4	have	have	VERB
sc-1117	157	5	a	a	DET
sc-1117	157	6	low	low	ADJ
sc-1117	157	7	accuracy	accuracy	NOUN
sc-1117	157	8	as	as	SCONJ
sc-1117	157	9	it	it	PRON
sc-1117	157	10	does	do	AUX
sc-1117	157	11	n’t	not	PART
sc-1117	157	12	take	take	VERB
sc-1117	157	13	into	into	ADP
sc-1117	157	14	account	account	NOUN
sc-1117	157	15	the	the	DET
sc-1117	157	16	fact	fact	NOUN
sc-1117	157	17	that	that	SCONJ
sc-1117	157	18	words	word	NOUN
sc-1117	157	19	may	may	AUX
sc-1117	157	20	have	have	AUX
sc-1117	157	21	different	different	ADJ
sc-1117	157	22	meanings	meaning	NOUN
sc-1117	157	23	when	when	SCONJ
sc-1117	157	24	combined	combine	VERB
sc-1117	157	25	.	.	PUNCT
sc-1117	158	1	for	for	ADP
sc-1117	158	2	example	example	NOUN
sc-1117	158	3	,	,	PUNCT
sc-1117	158	4	‘	'	PUNCT
sc-1117	158	5	happy	happy	ADJ
sc-1117	158	6	’	'	PUNCT
sc-1117	158	7	would	would	AUX
sc-1117	158	8	have	have	VERB
sc-1117	158	9	a	a	DET
sc-1117	158	10	positive	positive	ADJ
sc-1117	158	11	sentiment	sentiment	NOUN
sc-1117	158	12	value	value	NOUN
sc-1117	158	13	,	,	PUNCT
sc-1117	158	14	and	and	CCONJ
sc-1117	158	15	if	if	SCONJ
sc-1117	158	16	the	the	DET
sc-1117	158	17	phrase	phrase	NOUN
sc-1117	158	18	‘	'	PUNCT
sc-1117	158	19	not	not	PART
sc-1117	158	20	happy	happy	ADJ
sc-1117	158	21	’	'	PUNCT
sc-1117	158	22	appears	appear	VERB
sc-1117	158	23	in	in	ADP
sc-1117	158	24	the	the	DET
sc-1117	158	25	text	text	NOUN
sc-1117	158	26	somewhere	somewhere	ADV
sc-1117	158	27	,	,	PUNCT
sc-1117	158	28	it	it	PRON
sc-1117	158	29	would	would	AUX
sc-1117	158	30	still	still	ADV
sc-1117	158	31	signify	signify	VERB
sc-1117	158	32	positivity	positivity	NOUN
sc-1117	158	33	,	,	PUNCT
sc-1117	158	34	which	which	PRON
sc-1117	158	35	is	be	AUX
sc-1117	158	36	incorrect	incorrect	ADJ
sc-1117	158	37	.	.	PUNCT
sc-1117	159	1	we	we	PRON
sc-1117	159	2	could	could	AUX
sc-1117	159	3	include	include	VERB
sc-1117	159	4	rules	rule	NOUN
sc-1117	159	5	to	to	PART
sc-1117	159	6	account	account	VERB
sc-1117	159	7	for	for	ADP
sc-1117	159	8	such	such	ADJ
sc-1117	159	9	cases	case	NOUN
sc-1117	159	10	i.e.	i.e.	X
sc-1117	159	11	negate	negate	VERB
sc-1117	159	12	the	the	DET
sc-1117	159	13	value	value	NOUN
sc-1117	159	14	of	of	ADP
sc-1117	159	15	a	a	DET
sc-1117	159	16	word	word	NOUN
sc-1117	159	17	when	when	SCONJ
sc-1117	159	18	it	it	PRON
sc-1117	159	19	is	be	AUX
sc-1117	159	20	preceded	precede	VERB
sc-1117	159	21	by	by	ADP
sc-1117	159	22	‘	'	PUNCT
sc-1117	159	23	not	not	PART
sc-1117	159	24	’	'	PUNCT
sc-1117	159	25	.	.	PUNCT
sc-1117	160	1	however	however	ADV
sc-1117	160	2	,	,	PUNCT
sc-1117	160	3	it	it	PRON
sc-1117	160	4	will	will	AUX
sc-1117	160	5	still	still	ADV
sc-1117	160	6	not	not	PART
sc-1117	160	7	account	account	VERB
sc-1117	160	8	for	for	ADP
sc-1117	160	9	commonly	commonly	ADV
sc-1117	160	10	used	use	VERB
sc-1117	160	11	idioms	idiom	NOUN
sc-1117	160	12	or	or	CCONJ
sc-1117	160	13	phrases	phrase	NOUN
sc-1117	160	14	,	,	PUNCT
sc-1117	160	15	and	and	CCONJ
sc-1117	160	16	a	a	DET
sc-1117	160	17	lot	lot	NOUN
sc-1117	160	18	of	of	ADP
sc-1117	160	19	complex	complex	ADJ
sc-1117	160	20	rules	rule	NOUN
sc-1117	160	21	will	will	AUX
sc-1117	160	22	be	be	AUX
sc-1117	160	23	needed	need	VERB
sc-1117	160	24	to	to	PART
sc-1117	160	25	attain	attain	VERB
sc-1117	160	26	even	even	ADV
sc-1117	160	27	a	a	DET
sc-1117	160	28	satisfactory	satisfactory	ADJ
sc-1117	160	29	accuracy	accuracy	NOUN
sc-1117	160	30	level	level	NOUN
sc-1117	160	31	.	.	PUNCT
sc-1117	161	1	machine	machine	NOUN
sc-1117	161	2	learning	learning	NOUN
sc-1117	161	3	-	-	PUNCT
sc-1117	161	4	based	base	VERB
sc-1117	161	5	systems	system	NOUN
sc-1117	161	6	:	:	PUNCT
sc-1117	161	7	sentiment	sentiment	NOUN
sc-1117	161	8	analysis	analysis	NOUN
sc-1117	161	9	is	be	AUX
sc-1117	161	10	a	a	DET
sc-1117	161	11	classic	classic	ADJ
sc-1117	161	12	application	application	NOUN
sc-1117	161	13	of	of	ADP
sc-1117	161	14	nlp	nlp	NOUN
sc-1117	161	15	(	(	PUNCT
sc-1117	161	16	natural	natural	ADJ
sc-1117	161	17	language	language	NOUN
sc-1117	161	18	processing	processing	NOUN
sc-1117	161	19	)	)	PUNCT
sc-1117	161	20	and	and	CCONJ
sc-1117	161	21	machine	machine	NOUN
sc-1117	161	22	learning	learn	VERB
sc-1117	161	23	algorithms	algorithm	NOUN
sc-1117	161	24	.	.	PUNCT
sc-1117	162	1	it	it	PRON
sc-1117	162	2	can	can	AUX
sc-1117	162	3	be	be	AUX
sc-1117	162	4	considered	consider	VERB
sc-1117	162	5	a	a	DET
sc-1117	162	6	classification	classification	NOUN
sc-1117	162	7	problem	problem	NOUN
sc-1117	162	8	where	where	SCONJ
sc-1117	162	9	we	we	PRON
sc-1117	162	10	input	input	VERB
sc-1117	162	11	the	the	DET
sc-1117	162	12	given	give	VERB
sc-1117	162	13	text	text	NOUN
sc-1117	162	14	into	into	ADP
sc-1117	162	15	a	a	DET
sc-1117	162	16	classifier	classifier	NOUN
sc-1117	162	17	model	model	NOUN
sc-1117	162	18	,	,	PUNCT
sc-1117	162	19	and	and	CCONJ
sc-1117	162	20	it	it	PRON
sc-1117	162	21	returns	return	VERB
sc-1117	162	22	the	the	DET
sc-1117	162	23	category	category	NOUN
sc-1117	162	24	the	the	DET
sc-1117	162	25	text	text	NOUN
sc-1117	162	26	belongs	belong	VERB
sc-1117	162	27	to	to	ADP
sc-1117	162	28	.	.	PROPN
sc-1117	162	29	3.3	3.3	NUM
sc-1117	162	30	.	.	PUNCT
sc-1117	163	1	text	text	NOUN
sc-1117	163	2	data	datum	NOUN
sc-1117	163	3	representation	representation	NOUN
sc-1117	163	4	for	for	ADP
sc-1117	163	5	machine	machine	NOUN
sc-1117	163	6	learning	learning	NOUN
sc-1117	163	7	models	model	NOUN
sc-1117	163	8	the	the	DET
sc-1117	163	9	text	text	NOUN
sc-1117	163	10	data	datum	NOUN
sc-1117	163	11	must	must	AUX
sc-1117	163	12	be	be	AUX
sc-1117	163	13	converted	convert	VERB
sc-1117	163	14	into	into	ADP
sc-1117	163	15	a	a	DET
sc-1117	163	16	numerical	numerical	ADJ
sc-1117	163	17	representation	representation	NOUN
sc-1117	163	18	,	,	PUNCT
sc-1117	163	19	to	to	PART
sc-1117	163	20	train	train	VERB
sc-1117	163	21	a	a	DET
sc-1117	163	22	classifier	classifier	NOUN
sc-1117	163	23	with	with	ADP
sc-1117	163	24	a	a	DET
sc-1117	163	25	machine	machine	NOUN
sc-1117	163	26	learning	learn	VERB
sc-1117	163	27	algorithm	algorithm	NOUN
sc-1117	163	28	,	,	PUNCT
sc-1117	163	29	called	call	VERB
sc-1117	163	30	word	word	NOUN
sc-1117	163	31	or	or	CCONJ
sc-1117	163	32	text	text	NOUN
sc-1117	163	33	embedding	embed	VERB
sc-1117	163	34	.	.	PUNCT
sc-1117	164	1	word	word	NOUN
sc-1117	164	2	embedding	embed	VERB
sc-1117	164	3	is	be	AUX
sc-1117	164	4	a	a	DET
sc-1117	164	5	natural	natural	ADJ
sc-1117	164	6	language	language	NOUN
sc-1117	164	7	processing	processing	NOUN
sc-1117	164	8	technique	technique	NOUN
sc-1117	164	9	that	that	PRON
sc-1117	164	10	maps	map	VERB
sc-1117	164	11	text	text	NOUN
sc-1117	164	12	data	datum	NOUN
sc-1117	164	13	to	to	ADP
sc-1117	164	14	vectors	vector	NOUN
sc-1117	164	15	of	of	ADP
sc-1117	164	16	fixed	fix	VERB
sc-1117	164	17	dimensional	dimensional	ADJ
sc-1117	164	18	size	size	NOUN
sc-1117	164	19	.	.	PUNCT
sc-1117	165	1	bag	bag	NOUN
sc-1117	165	2	-	-	PUNCT
sc-1117	165	3	of	of	ADP
sc-1117	165	4	-	-	PUNCT
sc-1117	165	5	words	word	NOUN
sc-1117	165	6	model	model	NOUN
sc-1117	165	7	,	,	PUNCT
sc-1117	165	8	n	n	CCONJ
sc-1117	165	9	-	-	PUNCT
sc-1117	165	10	grams	gram	NOUN
sc-1117	165	11	model	model	NOUN
sc-1117	165	12	,	,	PUNCT
sc-1117	165	13	tf	tf	PROPN
sc-1117	165	14	-	-	PUNCT
sc-1117	165	15	idf	idf	PROPN
sc-1117	165	16	model	model	NOUN
sc-1117	165	17	,	,	PUNCT
sc-1117	165	18	word2vec	word2vec	PRON
sc-1117	165	19	are	be	AUX
sc-1117	165	20	few	few	ADJ
sc-1117	165	21	language	language	NOUN
sc-1117	165	22	models	model	NOUN
sc-1117	165	23	that	that	PRON
sc-1117	165	24	are	be	AUX
sc-1117	165	25	used	use	VERB
sc-1117	165	26	for	for	ADP
sc-1117	165	27	the	the	DET
sc-1117	165	28	process	process	NOUN
sc-1117	165	29	of	of	ADP
sc-1117	165	30	feature	feature	NOUN
sc-1117	165	31	extraction	extraction	NOUN
sc-1117	165	32	from	from	ADP
sc-1117	165	33	the	the	DET
sc-1117	165	34	text	text	NOUN
sc-1117	165	35	.	.	PUNCT
sc-1117	166	1	stop	stop	VERB
sc-1117	166	2	words	word	NOUN
sc-1117	166	3	,	,	PUNCT
sc-1117	166	4	in	in	ADP
sc-1117	166	5	natural	natural	ADJ
sc-1117	166	6	language	language	NOUN
sc-1117	166	7	processing	processing	NOUN
sc-1117	166	8	refers	refer	VERB
sc-1117	166	9	to	to	ADP
sc-1117	166	10	those	those	DET
sc-1117	166	11	words	word	NOUN
sc-1117	166	12	which	which	PRON
sc-1117	166	13	are	be	AUX
sc-1117	166	14	too	too	ADV
sc-1117	166	15	frequent	frequent	ADJ
sc-1117	166	16	to	to	PART
sc-1117	166	17	be	be	AUX
sc-1117	166	18	informative	informative	ADJ
sc-1117	166	19	.	.	PUNCT
sc-1117	167	1	examples	example	NOUN
sc-1117	167	2	of	of	ADP
sc-1117	167	3	stop	stop	NOUN
sc-1117	167	4	words	word	NOUN
sc-1117	167	5	are	be	AUX
sc-1117	167	6	articles	article	NOUN
sc-1117	167	7	,	,	PUNCT
sc-1117	167	8	pronouns	pronoun	NOUN
sc-1117	167	9	,	,	PUNCT
sc-1117	167	10	and	and	CCONJ
sc-1117	167	11	prepositions	preposition	NOUN
sc-1117	167	12	.	.	PUNCT
sc-1117	168	1	in	in	ADP
sc-1117	168	2	english	english	PROPN
sc-1117	168	3	,	,	PUNCT
sc-1117	168	4	the	the	DET
sc-1117	168	5	semantics	semantic	NOUN
sc-1117	168	6	of	of	ADP
sc-1117	168	7	a	a	DET
sc-1117	168	8	few	few	ADJ
sc-1117	168	9	words	word	NOUN
sc-1117	168	10	are	be	AUX
sc-1117	168	11	similar	similar	ADJ
sc-1117	168	12	,	,	PUNCT
sc-1117	168	13	and	and	CCONJ
sc-1117	168	14	distinguishing	distinguish	VERB
sc-1117	168	15	those	those	PRON
sc-1117	168	16	using	use	VERB
sc-1117	168	17	representative	representative	ADJ
sc-1117	168	18	models	model	NOUN
sc-1117	168	19	will	will	AUX
sc-1117	168	20	increase	increase	VERB
sc-1117	168	21	overfitting	overfitte	VERB
sc-1117	168	22	.	.	PUNCT
sc-1117	169	1	for	for	ADP
sc-1117	169	2	example	example	NOUN
sc-1117	169	3	,	,	PUNCT
sc-1117	169	4	"	"	PUNCT
sc-1117	169	5	likes	like	VERB
sc-1117	169	6	"	"	PUNCT
sc-1117	169	7	,	,	PUNCT
sc-1117	169	8	"	"	PUNCT
sc-1117	169	9	liked	like	VERB
sc-1117	169	10	"	"	PUNCT
sc-1117	169	11	,	,	PUNCT
sc-1117	169	12	"	"	PUNCT
sc-1117	169	13	likely	likely	ADJ
sc-1117	169	14	"	"	PUNCT
sc-1117	169	15	have	have	VERB
sc-1117	169	16	the	the	DET
sc-1117	169	17	same	same	ADJ
sc-1117	169	18	semantic	semantic	ADJ
sc-1117	169	19	and	and	CCONJ
sc-1117	169	20	word	word	NOUN
sc-1117	169	21	stem	stem	NOUN
sc-1117	169	22	.	.	PUNCT
sc-1117	170	1	the	the	DET
sc-1117	170	2	words	word	NOUN
sc-1117	170	3	are	be	AUX
sc-1117	170	4	normalized	normalize	VERB
sc-1117	170	5	to	to	PART
sc-1117	170	6	overcome	overcome	VERB
sc-1117	170	7	this	this	DET
sc-1117	170	8	problem	problem	NOUN
sc-1117	170	9	.	.	PUNCT
sc-1117	171	1	stemming	stem	VERB
sc-1117	171	2	is	be	AUX
sc-1117	171	3	one	one	NUM
sc-1117	171	4	such	such	ADJ
sc-1117	171	5	normalization	normalization	NOUN
sc-1117	171	6	method	method	NOUN
sc-1117	171	7	used	use	VERB
sc-1117	171	8	in	in	ADP
sc-1117	171	9	natural	natural	ADJ
sc-1117	171	10	processing	processing	NOUN
sc-1117	171	11	language	language	NOUN
sc-1117	171	12	.	.	PUNCT
sc-1117	172	1	the	the	DET
sc-1117	172	2	most	most	ADV
sc-1117	172	3	simple	simple	ADJ
sc-1117	172	4	,	,	PUNCT
sc-1117	172	5	effective	effective	ADJ
sc-1117	172	6	,	,	PUNCT
sc-1117	172	7	and	and	CCONJ
sc-1117	172	8	commonly	commonly	ADV
sc-1117	172	9	used	use	VERB
sc-1117	172	10	ways	way	NOUN
sc-1117	172	11	to	to	PART
sc-1117	172	12	represent	represent	VERB
sc-1117	172	13	text	text	NOUN
sc-1117	172	14	for	for	ADP
sc-1117	172	15	machine	machine	NOUN
sc-1117	172	16	learning	learning	NOUN
sc-1117	172	17	is	be	AUX
sc-1117	172	18	the	the	DET
sc-1117	172	19	bag	bag	NOUN
sc-1117	172	20	-	-	PUNCT
sc-1117	172	21	of	of	ADP
sc-1117	172	22	-	-	PUNCT
sc-1117	172	23	words	word	NOUN
sc-1117	172	24	representation	representation	NOUN
sc-1117	172	25	.	.	PUNCT
sc-1117	173	1	the	the	DET
sc-1117	173	2	bag	bag	NOUN
sc-1117	173	3	-	-	PUNCT
sc-1117	173	4	of	of	ADP
sc-1117	173	5	-	-	PUNCT
sc-1117	173	6	words	word	NOUN
sc-1117	173	7	model	model	NOUN
sc-1117	173	8	uses	use	VERB
sc-1117	173	9	the	the	DET
sc-1117	173	10	frequency	frequency	NOUN
sc-1117	173	11	of	of	ADP
sc-1117	173	12	each	each	DET
sc-1117	173	13	word	word	NOUN
sc-1117	173	14	in	in	ADP
sc-1117	173	15	the	the	DET
sc-1117	173	16	text	text	NOUN
sc-1117	173	17	,	,	PUNCT
sc-1117	173	18	disregarding	disregard	VERB
sc-1117	173	19	the	the	DET
sc-1117	173	20	grammar	grammar	NOUN
sc-1117	173	21	and	and	CCONJ
sc-1117	173	22	word	word	NOUN
sc-1117	173	23	order	order	NOUN
sc-1117	173	24	,	,	PUNCT
sc-1117	173	25	as	as	ADP
sc-1117	173	26	a	a	DET
sc-1117	173	27	feature	feature	NOUN
sc-1117	173	28	to	to	PART
sc-1117	173	29	train	train	VERB
sc-1117	173	30	the	the	DET
sc-1117	173	31	classifier	classifier	NOUN
sc-1117	173	32	.	.	PUNCT
sc-1117	174	1	the	the	DET
sc-1117	174	2	computation	computation	NOUN
sc-1117	174	3	of	of	ADP
sc-1117	174	4	the	the	DET
sc-1117	174	5	bag	bag	NOUN
sc-1117	174	6	-	-	PUNCT
sc-1117	174	7	of	of	ADP
sc-1117	174	8	-	-	PUNCT
sc-1117	174	9	words	word	NOUN
sc-1117	174	10	model	model	NOUN
sc-1117	174	11	requires	require	VERB
sc-1117	174	12	three	three	NUM
sc-1117	174	13	steps	step	NOUN
sc-1117	174	14	:	:	PUNCT
sc-1117	174	15	tokenization	tokenization	NOUN
sc-1117	174	16	,	,	PUNCT
sc-1117	174	17	vocabulary	vocabulary	ADJ
sc-1117	174	18	building	building	NOUN
sc-1117	174	19	,	,	PUNCT
sc-1117	174	20	and	and	CCONJ
sc-1117	174	21	encoding	encoding	NOUN
sc-1117	174	22	.	.	PUNCT
sc-1117	175	1	tokenization	tokenization	NOUN
sc-1117	175	2	is	be	AUX
sc-1117	175	3	the	the	DET
sc-1117	175	4	process	process	NOUN
sc-1117	175	5	of	of	ADP
sc-1117	175	6	splitting	split	VERB
sc-1117	175	7	a	a	DET
sc-1117	175	8	given	give	VERB
sc-1117	175	9	text	text	NOUN
sc-1117	175	10	data	datum	NOUN
sc-1117	175	11	into	into	ADP
sc-1117	175	12	smaller	small	ADJ
sc-1117	175	13	units	unit	NOUN
sc-1117	175	14	called	call	VERB
sc-1117	175	15	tokens	token	NOUN
sc-1117	175	16	.	.	PUNCT
sc-1117	176	1	vocabulary	vocabulary	PROPN
sc-1117	176	2	is	be	AUX
sc-1117	176	3	built	build	VERB
sc-1117	176	4	,	,	PUNCT
sc-1117	176	5	by	by	ADP
sc-1117	176	6	using	use	VERB
sc-1117	176	7	all	all	DET
sc-1117	176	8	the	the	DET
sc-1117	176	9	words	word	NOUN
sc-1117	176	10	present	present	ADJ
sc-1117	176	11	in	in	ADP
sc-1117	176	12	the	the	DET
sc-1117	176	13	document	document	NOUN
sc-1117	176	14	and	and	CCONJ
sc-1117	176	15	numbered	number	VERB
sc-1117	176	16	.	.	PUNCT
sc-1117	177	1	for	for	ADP
sc-1117	177	2	the	the	DET
sc-1117	177	3	encoding	encoding	NOUN
sc-1117	177	4	process	process	NOUN
sc-1117	177	5	,	,	PUNCT
sc-1117	177	6	the	the	DET
sc-1117	177	7	frequency	frequency	NOUN
sc-1117	177	8	of	of	ADP
sc-1117	177	9	each	each	DET
sc-1117	177	10	word	word	NOUN
sc-1117	177	11	in	in	ADP
sc-1117	177	12	the	the	DET
sc-1117	177	13	vocabulary	vocabulary	NOUN
sc-1117	177	14	of	of	ADP
sc-1117	177	15	each	each	DET
sc-1117	177	16	document	document	NOUN
sc-1117	177	17	is	be	AUX
sc-1117	177	18	noted	note	VERB
sc-1117	177	19	.	.	PUNCT
sc-1117	178	1	the	the	DET
sc-1117	178	2	main	main	ADJ
sc-1117	178	3	drawback	drawback	NOUN
sc-1117	178	4	of	of	ADP
sc-1117	178	5	the	the	DET
sc-1117	178	6	bag	bag	NOUN
sc-1117	178	7	-	-	PUNCT
sc-1117	178	8	of	of	ADP
sc-1117	178	9	-	-	PUNCT
sc-1117	178	10	words	word	NOUN
sc-1117	178	11	representation	representation	NOUN
sc-1117	178	12	is	be	AUX
sc-1117	178	13	that	that	SCONJ
sc-1117	178	14	it	it	PRON
sc-1117	178	15	discards	discard	VERB
sc-1117	178	16	the	the	DET
sc-1117	178	17	word	word	NOUN
sc-1117	178	18	order	order	NOUN
sc-1117	178	19	.	.	PUNCT
sc-1117	179	1	there	there	PRON
sc-1117	179	2	may	may	AUX
sc-1117	179	3	be	be	AUX
sc-1117	179	4	cases	case	NOUN
sc-1117	179	5	where	where	SCONJ
sc-1117	179	6	two	two	NUM
sc-1117	179	7	different	different	ADJ
sc-1117	179	8	sentences	sentence	NOUN
sc-1117	179	9	with	with	ADP
sc-1117	179	10	unlike	unlike	ADJ
sc-1117	179	11	meanings	meaning	NOUN
sc-1117	179	12	,	,	PUNCT
sc-1117	179	13	have	have	VERB
sc-1117	179	14	the	the	DET
sc-1117	179	15	same	same	ADJ
sc-1117	179	16	bag	bag	NOUN
sc-1117	179	17	-	-	PUNCT
sc-1117	179	18	of	of	ADP
sc-1117	179	19	-	-	PUNCT
sc-1117	179	20	words	word	NOUN
sc-1117	179	21	representations	representation	NOUN
sc-1117	179	22	.	.	PUNCT
sc-1117	180	1	for	for	ADP
sc-1117	180	2	example	example	NOUN
sc-1117	180	3	,	,	PUNCT
sc-1117	180	4	consider	consider	VERB
sc-1117	180	5	the	the	DET
sc-1117	180	6	sentences	sentence	NOUN
sc-1117	180	7	:	:	PUNCT
sc-1117	180	8	“	"	PUNCT
sc-1117	180	9	it	it	PRON
sc-1117	180	10	's	be	AUX
sc-1117	180	11	bad	bad	ADJ
sc-1117	180	12	,	,	PUNCT
sc-1117	180	13	not	not	PART
sc-1117	180	14	good	good	ADJ
sc-1117	180	15	at	at	ADV
sc-1117	180	16	all	all	ADV
sc-1117	180	17	”	"	PUNCT
sc-1117	180	18	and	and	CCONJ
sc-1117	180	19	“	"	PUNCT
sc-1117	180	20	it	it	PRON
sc-1117	180	21	's	be	AUX
sc-1117	180	22	good	good	ADJ
sc-1117	180	23	,	,	PUNCT
sc-1117	180	24	not	not	PART
sc-1117	180	25	bad	bad	ADJ
sc-1117	180	26	at	at	ADP
sc-1117	180	27	all	all	ADV
sc-1117	180	28	”	"	PUNCT
sc-1117	180	29	.	.	PUNCT
sc-1117	181	1	both	both	DET
sc-1117	181	2	the	the	DET
sc-1117	181	3	above	above	ADJ
sc-1117	181	4	sentences	sentence	NOUN
sc-1117	181	5	have	have	VERB
sc-1117	181	6	the	the	DET
sc-1117	181	7	same	same	ADJ
sc-1117	181	8	bag	bag	NOUN
sc-1117	181	9	-	-	PUNCT
sc-1117	181	10	of	of	ADP
sc-1117	181	11	-	-	PUNCT
sc-1117	181	12	words	word	NOUN
sc-1117	181	13	representation	representation	NOUN
sc-1117	181	14	,	,	PUNCT
sc-1117	181	15	even	even	ADV
sc-1117	181	16	though	though	SCONJ
sc-1117	181	17	the	the	DET
sc-1117	181	18	meanings	meaning	NOUN
sc-1117	181	19	are	be	AUX
sc-1117	181	20	different	different	ADJ
sc-1117	181	21	.	.	PUNCT
sc-1117	182	1	therefore	therefore	ADV
sc-1117	182	2	,	,	PUNCT
sc-1117	182	3	for	for	ADP
sc-1117	182	4	capturing	capture	VERB
sc-1117	182	5	context	context	NOUN
sc-1117	182	6	when	when	SCONJ
sc-1117	182	7	using	use	VERB
sc-1117	182	8	a	a	DET
sc-1117	182	9	bag	bag	NOUN
sc-1117	182	10	-	-	PUNCT
sc-1117	182	11	of	of	ADP
sc-1117	182	12	-	-	PUNCT
sc-1117	182	13	words	word	NOUN
sc-1117	182	14	representation	representation	NOUN
sc-1117	182	15	,	,	PUNCT
sc-1117	182	16	counts	count	NOUN
sc-1117	182	17	of	of	ADP
sc-1117	182	18	pairs	pair	NOUN
sc-1117	182	19	or	or	CCONJ
sc-1117	182	20	triplets	triplet	NOUN
sc-1117	182	21	of	of	ADP
sc-1117	182	22	tokens	token	NOUN
sc-1117	182	23	that	that	PRON
sc-1117	182	24	appear	appear	VERB
sc-1117	182	25	next	next	ADV
sc-1117	182	26	to	to	ADP
sc-1117	182	27	each	each	DET
sc-1117	182	28	other	other	ADJ
sc-1117	182	29	are	be	AUX
sc-1117	182	30	considered	consider	VERB
sc-1117	182	31	.	.	PUNCT
sc-1117	183	1	pairs	pair	NOUN
sc-1117	183	2	of	of	ADP
sc-1117	183	3	tokens	token	NOUN
sc-1117	183	4	are	be	AUX
sc-1117	183	5	known	know	VERB
sc-1117	183	6	as	as	ADP
sc-1117	183	7	bi	bi	NOUN
sc-1117	183	8	-	-	NOUN
sc-1117	183	9	grams	gram	NOUN
sc-1117	183	10	,	,	PUNCT
sc-1117	183	11	triplets	triplet	NOUN
sc-1117	183	12	of	of	ADP
sc-1117	183	13	tokens	token	NOUN
sc-1117	183	14	are	be	AUX
sc-1117	183	15	known	know	VERB
sc-1117	183	16	as	as	ADP
sc-1117	183	17	tri	tri	NOUN
sc-1117	183	18	-	-	NOUN
sc-1117	183	19	grams	gram	NOUN
sc-1117	183	20	,	,	PUNCT
sc-1117	183	21	and	and	CCONJ
sc-1117	183	22	sequences	sequence	NOUN
sc-1117	183	23	of	of	ADP
sc-1117	183	24	tokens	token	NOUN
sc-1117	183	25	are	be	AUX
sc-1117	183	26	known	know	VERB
sc-1117	183	27	as	as	ADP
sc-1117	183	28	n	n	NOUN
sc-1117	183	29	-	-	PUNCT
sc-1117	183	30	grams	gram	NOUN
sc-1117	183	31	.	.	PUNCT
sc-1117	184	1	term	term	NOUN
sc-1117	184	2	frequency	frequency	NOUN
sc-1117	184	3	-	-	PUNCT
sc-1117	184	4	inverse	inverse	NOUN
sc-1117	184	5	document	document	NOUN
sc-1117	184	6	frequency	frequency	NOUN
sc-1117	184	7	(	(	PUNCT
sc-1117	184	8	tf	tf	PROPN
sc-1117	184	9	-	-	PUNCT
sc-1117	184	10	idf	idf	NOUN
sc-1117	184	11	)	)	PUNCT
sc-1117	184	12	is	be	AUX
sc-1117	184	13	a	a	DET
sc-1117	184	14	method	method	NOUN
sc-1117	184	15	used	use	VERB
sc-1117	184	16	in	in	ADP
sc-1117	184	17	information	information	NOUN
sc-1117	184	18	retrieval	retrieval	NOUN
sc-1117	184	19	and	and	CCONJ
sc-1117	184	20	text	text	NOUN
sc-1117	184	21	mining	mining	NOUN
sc-1117	184	22	.	.	PUNCT
sc-1117	185	1	this	this	DET
sc-1117	185	2	method	method	NOUN
sc-1117	185	3	gives	give	VERB
sc-1117	185	4	weights	weight	NOUN
sc-1117	185	5	to	to	ADP
sc-1117	185	6	words	word	NOUN
sc-1117	185	7	to	to	PART
sc-1117	185	8	evaluate	evaluate	VERB
sc-1117	185	9	the	the	DET
sc-1117	185	10	importance	importance	NOUN
sc-1117	185	11	of	of	ADP
sc-1117	185	12	the	the	DET
sc-1117	185	13	words	word	NOUN
sc-1117	185	14	.	.	PUNCT
sc-1117	186	1	naive	naive	ADJ
sc-1117	186	2	-	-	PUNCT
sc-1117	186	3	bayes	bayes	NOUN
sc-1117	186	4	multinomial	multinomial	ADJ
sc-1117	186	5	naïve	naïve	PROPN
sc-1117	186	6	-	-	PUNCT
sc-1117	186	7	bayes	bayes	PROPN
sc-1117	186	8	is	be	AUX
sc-1117	186	9	used	use	VERB
sc-1117	186	10	for	for	ADP
sc-1117	186	11	the	the	DET
sc-1117	186	12	task	task	NOUN
sc-1117	186	13	sentiment	sentiment	NOUN
sc-1117	186	14	analysis	analysis	NOUN
sc-1117	186	15	.	.	PUNCT
sc-1117	187	1	to	to	PART
sc-1117	187	2	determine	determine	VERB
sc-1117	187	3	the	the	DET
sc-1117	187	4	probabilities	probability	NOUN
sc-1117	187	5	of	of	ADP
sc-1117	187	6	a	a	DET
sc-1117	187	7	given	give	VERB
sc-1117	187	8	text	text	NOUN
sc-1117	187	9	belonging	belong	VERB
sc-1117	187	10	to	to	ADP
sc-1117	187	11	various	various	ADJ
sc-1117	187	12	classes	class	NOUN
sc-1117	187	13	,	,	PUNCT
sc-1117	187	14	by	by	ADP
sc-1117	187	15	using	use	VERB
sc-1117	187	16	the	the	DET
sc-1117	187	17	joint	joint	ADJ
sc-1117	187	18	probabilities	probability	NOUN
sc-1117	187	19	of	of	ADP
sc-1117	187	20	classes	class	NOUN
sc-1117	187	21	and	and	CCONJ
sc-1117	187	22	text	text	NOUN
sc-1117	187	23	.	.	PUNCT
sc-1117	188	1	eai	eai	PROPN
sc-1117	188	2	endorsed	endorse	VERB
sc-1117	188	3	transactions	transaction	NOUN
sc-1117	188	4	on	on	ADP
sc-1117	188	5	smart	smart	ADJ
sc-1117	188	6	cities	city	NOUN
sc-1117	188	7	08	08	NUM
sc-1117	188	8	2020	2020	NUM
sc-1117	188	9	01	01	NUM
sc-1117	188	10	2021	2021	NUM
sc-1117	188	11	|	|	ADV
sc-1117	188	12	volume	volume	NOUN
sc-1117	188	13	5	5	NUM
sc-1117	188	14	|	|	ADV
sc-1117	188	15	issue	issue	VERB
sc-1117	188	16	13	13	NUM
sc-1117	188	17	|	|	NOUN
sc-1117	188	18	e4	e4	PROPN
sc-1117	188	19	7	7	NUM
sc-1117	188	20	the	the	DET
sc-1117	188	21	bayes	bayes	NOUN
sc-1117	188	22	theorem	theorem	VERB
sc-1117	188	23	is	be	AUX
sc-1117	188	24	written	write	VERB
sc-1117	188	25	as	as	ADP
sc-1117	188	26	:	:	PUNCT
sc-1117	188	27	p(a	p(a	PROPN
sc-1117	188	28	/	/	SYM
sc-1117	188	29	b	b	NOUN
sc-1117	188	30	)	)	PUNCT
sc-1117	188	31	=	=	SYM
sc-1117	189	1	p(b	p(b	PROPN
sc-1117	189	2	/	/	SYM
sc-1117	189	3	a	a	NOUN
sc-1117	189	4	)	)	PUNCT
sc-1117	189	5	*	*	PUNCT
sc-1117	189	6	p(a	p(a	PROPN
sc-1117	189	7	)	)	PUNCT
sc-1117	189	8	/	/	SYM
sc-1117	189	9	p(b	p(b	PROPN
sc-1117	189	10	)	)	PUNCT
sc-1117	189	11	where	where	SCONJ
sc-1117	189	12	p(a	p(a	PROPN
sc-1117	189	13	/	/	SYM
sc-1117	189	14	b	b	NOUN
sc-1117	189	15	)	)	PUNCT
sc-1117	189	16	represents	represent	VERB
sc-1117	189	17	the	the	DET
sc-1117	189	18	probability	probability	NOUN
sc-1117	189	19	of	of	ADP
sc-1117	189	20	event	event	NOUN
sc-1117	189	21	a	a	DET
sc-1117	189	22	given	give	VERB
sc-1117	189	23	that	that	PRON
sc-1117	189	24	b	b	NOUN
sc-1117	189	25	has	have	AUX
sc-1117	189	26	occurred	occur	VERB
sc-1117	189	27	.	.	PUNCT
sc-1117	190	1	hence	hence	ADV
sc-1117	190	2	,	,	PUNCT
sc-1117	190	3	for	for	ADP
sc-1117	190	4	our	our	PRON
sc-1117	190	5	purpose	purpose	NOUN
sc-1117	190	6	,	,	PUNCT
sc-1117	190	7	‘	'	PUNCT
sc-1117	190	8	a	a	X
sc-1117	190	9	/	/	SYM
sc-1117	190	10	b	b	NOUN
sc-1117	190	11	’	'	PUNCT
sc-1117	190	12	would	would	AUX
sc-1117	190	13	be	be	AUX
sc-1117	190	14	the	the	DET
sc-1117	190	15	event	event	NOUN
sc-1117	190	16	that	that	PRON
sc-1117	190	17	the	the	DET
sc-1117	190	18	text	text	NOUN
sc-1117	190	19	belongs	belong	VERB
sc-1117	190	20	to	to	ADP
sc-1117	190	21	category	category	NOUN
sc-1117	190	22	‘	'	PUNCT
sc-1117	190	23	a	a	PRON
sc-1117	190	24	’	'	PUNCT
sc-1117	190	25	given	give	VERB
sc-1117	190	26	that	that	SCONJ
sc-1117	190	27	‘	'	PUNCT
sc-1117	190	28	b	b	X
sc-1117	190	29	’	'	PUNCT
sc-1117	190	30	set	set	NOUN
sc-1117	190	31	of	of	ADP
sc-1117	190	32	words	word	NOUN
sc-1117	190	33	occur	occur	VERB
sc-1117	190	34	in	in	ADP
sc-1117	190	35	the	the	DET
sc-1117	190	36	text	text	NOUN
sc-1117	190	37	.	.	PUNCT
sc-1117	191	1	for	for	SCONJ
sc-1117	191	2	this	this	DET
sc-1117	191	3	approach	approach	NOUN
sc-1117	191	4	to	to	AUX
sc-1117	191	5	work	work	NOUN
sc-1117	191	6	well	well	ADV
sc-1117	191	7	,	,	PUNCT
sc-1117	191	8	we	we	PRON
sc-1117	191	9	need	need	VERB
sc-1117	191	10	a	a	DET
sc-1117	191	11	vast	vast	ADJ
sc-1117	191	12	collection	collection	NOUN
sc-1117	191	13	of	of	ADP
sc-1117	191	14	words	word	NOUN
sc-1117	191	15	,	,	PUNCT
sc-1117	191	16	sentences	sentence	NOUN
sc-1117	191	17	,	,	PUNCT
sc-1117	191	18	and	and	CCONJ
sc-1117	191	19	phrases	phrase	NOUN
sc-1117	191	20	in	in	ADP
sc-1117	191	21	our	our	PRON
sc-1117	191	22	training	training	NOUN
sc-1117	191	23	data	datum	NOUN
sc-1117	191	24	.	.	PUNCT
sc-1117	192	1	this	this	PRON
sc-1117	192	2	is	be	AUX
sc-1117	192	3	because	because	SCONJ
sc-1117	192	4	if	if	SCONJ
sc-1117	192	5	the	the	DET
sc-1117	192	6	sample	sample	NOUN
sc-1117	192	7	text	text	NOUN
sc-1117	192	8	contains	contain	VERB
sc-1117	192	9	a	a	DET
sc-1117	192	10	unique	unique	ADJ
sc-1117	192	11	combination	combination	NOUN
sc-1117	192	12	of	of	ADP
sc-1117	192	13	words	word	NOUN
sc-1117	192	14	that	that	PRON
sc-1117	192	15	is	be	AUX
sc-1117	192	16	not	not	PART
sc-1117	192	17	present	present	ADJ
sc-1117	192	18	in	in	ADP
sc-1117	192	19	the	the	DET
sc-1117	192	20	training	training	NOUN
sc-1117	192	21	data	datum	NOUN
sc-1117	192	22	,	,	PUNCT
sc-1117	192	23	its	its	PRON
sc-1117	192	24	probability	probability	NOUN
sc-1117	192	25	will	will	AUX
sc-1117	192	26	be	be	AUX
sc-1117	192	27	zero	zero	NUM
sc-1117	192	28	.	.	PUNCT
sc-1117	193	1	logistic	logistic	ADJ
sc-1117	193	2	regression	regression	NOUN
sc-1117	193	3	this	this	PRON
sc-1117	193	4	is	be	AUX
sc-1117	193	5	a	a	DET
sc-1117	193	6	common	common	ADJ
sc-1117	193	7	method	method	NOUN
sc-1117	193	8	used	use	VERB
sc-1117	193	9	to	to	PART
sc-1117	193	10	approximate	approximate	VERB
sc-1117	193	11	a	a	DET
sc-1117	193	12	certain	certain	ADJ
sc-1117	193	13	value	value	NOUN
sc-1117	193	14	on	on	ADP
sc-1117	193	15	the	the	DET
sc-1117	193	16	y	y	NOUN
sc-1117	193	17	-	-	PUNCT
sc-1117	193	18	axis	axis	NOUN
sc-1117	193	19	given	give	VERB
sc-1117	193	20	a	a	DET
sc-1117	193	21	set	set	NOUN
sc-1117	193	22	of	of	ADP
sc-1117	193	23	features	feature	NOUN
sc-1117	193	24	on	on	ADP
sc-1117	193	25	the	the	DET
sc-1117	193	26	x	x	NOUN
sc-1117	193	27	-	-	NOUN
sc-1117	193	28	axis	axis	NOUN
sc-1117	193	29	.	.	PUNCT
sc-1117	194	1	here	here	ADV
sc-1117	194	2	y	y	PROPN
sc-1117	194	3	is	be	AUX
sc-1117	194	4	the	the	DET
sc-1117	194	5	independent	independent	ADJ
sc-1117	194	6	variable	variable	NOUN
sc-1117	194	7	would	would	AUX
sc-1117	194	8	be	be	AUX
sc-1117	194	9	the	the	DET
sc-1117	194	10	required	require	VERB
sc-1117	194	11	category	category	NOUN
sc-1117	194	12	that	that	PRON
sc-1117	194	13	the	the	DET
sc-1117	194	14	text	text	NOUN
sc-1117	194	15	belongs	belong	VERB
sc-1117	194	16	to	to	ADP
sc-1117	194	17	,	,	PUNCT
sc-1117	194	18	and	and	CCONJ
sc-1117	194	19	x	x	X
sc-1117	194	20	is	be	AUX
sc-1117	194	21	the	the	DET
sc-1117	194	22	dependent	dependent	ADJ
sc-1117	194	23	variable	variable	NOUN
sc-1117	194	24	would	would	AUX
sc-1117	194	25	be	be	AUX
sc-1117	194	26	the	the	DET
sc-1117	194	27	set	set	NOUN
sc-1117	194	28	of	of	ADP
sc-1117	194	29	features	feature	NOUN
sc-1117	194	30	extracted	extract	VERB
sc-1117	194	31	from	from	ADP
sc-1117	194	32	the	the	DET
sc-1117	194	33	text	text	NOUN
sc-1117	194	34	.	.	PUNCT
sc-1117	195	1	we	we	PRON
sc-1117	195	2	then	then	ADV
sc-1117	195	3	plot	plot	VERB
sc-1117	195	4	the	the	DET
sc-1117	195	5	training	training	NOUN
sc-1117	195	6	data	datum	NOUN
sc-1117	195	7	set	set	VERB
sc-1117	195	8	as	as	ADP
sc-1117	195	9	points	point	NOUN
sc-1117	195	10	on	on	ADP
sc-1117	195	11	a	a	DET
sc-1117	195	12	graph	graph	NOUN
sc-1117	195	13	.	.	PUNCT
sc-1117	196	1	now	now	ADV
sc-1117	196	2	,	,	PUNCT
sc-1117	196	3	various	various	ADJ
sc-1117	196	4	methods	method	NOUN
sc-1117	196	5	with	with	ADP
sc-1117	196	6	varying	vary	VERB
sc-1117	196	7	accuracies	accuracy	NOUN
sc-1117	196	8	are	be	AUX
sc-1117	196	9	used	use	VERB
sc-1117	196	10	to	to	PART
sc-1117	196	11	approximate	approximate	VERB
sc-1117	196	12	the	the	DET
sc-1117	196	13	closest	close	ADJ
sc-1117	196	14	category	category	NOUN
sc-1117	196	15	that	that	PRON
sc-1117	196	16	the	the	DET
sc-1117	196	17	given	give	VERB
sc-1117	196	18	text	text	NOUN
sc-1117	196	19	can	can	AUX
sc-1117	196	20	belong	belong	VERB
sc-1117	196	21	to	to	ADP
sc-1117	196	22	.	.	PUNCT
sc-1117	197	1	support	support	NOUN
sc-1117	197	2	vector	vector	NOUN
sc-1117	197	3	machines	machine	NOUN
sc-1117	197	4	similar	similar	ADJ
sc-1117	197	5	to	to	ADP
sc-1117	197	6	regression	regression	NOUN
sc-1117	197	7	,	,	PUNCT
sc-1117	197	8	svms	svms	NOUN
sc-1117	197	9	are	be	AUX
sc-1117	197	10	a	a	DET
sc-1117	197	11	non	non	ADJ
sc-1117	197	12	-	-	ADJ
sc-1117	197	13	probabilistic	probabilistic	ADJ
sc-1117	197	14	linear	linear	ADJ
sc-1117	197	15	model	model	NOUN
sc-1117	197	16	that	that	PRON
sc-1117	197	17	plot	plot	NOUN
sc-1117	197	18	training	training	NOUN
sc-1117	197	19	data	datum	NOUN
sc-1117	197	20	points	point	NOUN
sc-1117	197	21	on	on	ADP
sc-1117	197	22	a	a	DET
sc-1117	197	23	multidimensional	multidimensional	ADJ
sc-1117	197	24	space	space	NOUN
sc-1117	197	25	.	.	PUNCT
sc-1117	198	1	it	it	PRON
sc-1117	198	2	is	be	AUX
sc-1117	198	3	designed	design	VERB
sc-1117	198	4	in	in	ADP
sc-1117	198	5	a	a	DET
sc-1117	198	6	way	way	NOUN
sc-1117	198	7	that	that	SCONJ
sc-1117	198	8	there	there	PRON
sc-1117	198	9	are	be	VERB
sc-1117	198	10	separate	separate	ADJ
sc-1117	198	11	regions	region	NOUN
sc-1117	198	12	formed	form	VERB
sc-1117	198	13	for	for	ADP
sc-1117	198	14	each	each	DET
sc-1117	198	15	category	category	NOUN
sc-1117	198	16	.	.	PUNCT
sc-1117	199	1	for	for	ADP
sc-1117	199	2	example	example	NOUN
sc-1117	199	3	,	,	PUNCT
sc-1117	199	4	we	we	PRON
sc-1117	199	5	can	can	AUX
sc-1117	199	6	have	have	VERB
sc-1117	199	7	two	two	NUM
sc-1117	199	8	features	feature	NOUN
sc-1117	199	9	x	x	PUNCT
sc-1117	199	10	and	and	CCONJ
sc-1117	199	11	y	y	PROPN
sc-1117	199	12	,	,	PUNCT
sc-1117	199	13	and	and	CCONJ
sc-1117	199	14	two	two	NUM
sc-1117	199	15	categories	category	NOUN
sc-1117	199	16	positive	positive	ADJ
sc-1117	199	17	and	and	CCONJ
sc-1117	199	18	negative	negative	ADJ
sc-1117	199	19	.	.	PUNCT
sc-1117	200	1	we	we	PRON
sc-1117	200	2	can	can	AUX
sc-1117	200	3	plot	plot	VERB
sc-1117	200	4	the	the	DET
sc-1117	200	5	points	point	NOUN
sc-1117	200	6	in	in	ADP
sc-1117	200	7	a	a	DET
sc-1117	200	8	two	two	NUM
sc-1117	200	9	-	-	PUNCT
sc-1117	200	10	dimensional	dimensional	ADJ
sc-1117	200	11	space	space	NOUN
sc-1117	200	12	with	with	ADP
sc-1117	200	13	x	x	PUNCT
sc-1117	200	14	and	and	CCONJ
sc-1117	200	15	y	y	PROPN
sc-1117	200	16	as	as	ADP
sc-1117	200	17	axes	axis	NOUN
sc-1117	200	18	and	and	CCONJ
sc-1117	200	19	tag	tag	VERB
sc-1117	200	20	each	each	DET
sc-1117	200	21	data	datum	NOUN
sc-1117	200	22	point	point	NOUN
sc-1117	200	23	represented	represent	VERB
sc-1117	200	24	by	by	ADP
sc-1117	200	25	an	an	DET
sc-1117	200	26	(	(	PUNCT
sc-1117	200	27	x	x	NOUN
sc-1117	200	28	,	,	PUNCT
sc-1117	200	29	y	y	NOUN
sc-1117	200	30	)	)	PUNCT
sc-1117	200	31	coordinate	coordinate	NOUN
sc-1117	200	32	as	as	ADP
sc-1117	200	33	positive	positive	ADJ
sc-1117	200	34	or	or	CCONJ
sc-1117	200	35	negative	negative	ADJ
sc-1117	200	36	.	.	PUNCT
sc-1117	201	1	we	we	PRON
sc-1117	201	2	then	then	ADV
sc-1117	201	3	draw	draw	VERB
sc-1117	201	4	a	a	DET
sc-1117	201	5	plane	plane	NOUN
sc-1117	201	6	best	well	ADV
sc-1117	201	7	separating	separate	VERB
sc-1117	201	8	the	the	DET
sc-1117	201	9	positive	positive	ADJ
sc-1117	201	10	and	and	CCONJ
sc-1117	201	11	negative	negative	ADJ
sc-1117	201	12	data	datum	NOUN
sc-1117	201	13	points	point	NOUN
sc-1117	201	14	.	.	PUNCT
sc-1117	202	1	now	now	ADV
sc-1117	202	2	,	,	PUNCT
sc-1117	202	3	we	we	PRON
sc-1117	202	4	extract	extract	VERB
sc-1117	202	5	the	the	DET
sc-1117	202	6	features	feature	NOUN
sc-1117	202	7	from	from	ADP
sc-1117	202	8	the	the	DET
sc-1117	202	9	given	give	VERB
sc-1117	202	10	text	text	NOUN
sc-1117	202	11	and	and	CCONJ
sc-1117	202	12	plot	plot	NOUN
sc-1117	202	13	it	it	PRON
sc-1117	202	14	accordingly	accordingly	ADV
sc-1117	202	15	.	.	PUNCT
sc-1117	203	1	whichever	whichever	DET
sc-1117	203	2	side	side	NOUN
sc-1117	203	3	of	of	ADP
sc-1117	203	4	the	the	DET
sc-1117	203	5	separating	separate	VERB
sc-1117	203	6	plane	plane	NOUN
sc-1117	203	7	this	this	DET
sc-1117	203	8	point	point	NOUN
sc-1117	203	9	lies	lie	VERB
sc-1117	203	10	on	on	ADP
sc-1117	203	11	,	,	PUNCT
sc-1117	203	12	is	be	AUX
sc-1117	203	13	the	the	DET
sc-1117	203	14	category	category	NOUN
sc-1117	203	15	it	it	PRON
sc-1117	203	16	belongs	belong	VERB
sc-1117	203	17	to	to	PART
sc-1117	203	18	.	.	PUNCT
sc-1117	204	1	deep	deep	ADJ
sc-1117	204	2	learning	learning	NOUN
sc-1117	204	3	approach	approach	NOUN
sc-1117	204	4	recurrent	recurrent	ADJ
sc-1117	204	5	neural	neural	ADJ
sc-1117	204	6	network	network	NOUN
sc-1117	204	7	(	(	PUNCT
sc-1117	204	8	rnn	rnn	PROPN
sc-1117	204	9	)	)	PUNCT
sc-1117	204	10	is	be	AUX
sc-1117	204	11	a	a	DET
sc-1117	204	12	deep	deep	ADJ
sc-1117	204	13	learning	learning	NOUN
sc-1117	204	14	technique	technique	NOUN
sc-1117	204	15	that	that	PRON
sc-1117	204	16	is	be	AUX
sc-1117	204	17	used	use	VERB
sc-1117	204	18	for	for	ADP
sc-1117	204	19	sequential	sequential	ADJ
sc-1117	204	20	data	datum	NOUN
sc-1117	204	21	such	such	ADJ
sc-1117	204	22	as	as	ADP
sc-1117	204	23	text	text	NOUN
sc-1117	204	24	,	,	PUNCT
sc-1117	204	25	speech	speech	NOUN
sc-1117	204	26	,	,	PUNCT
sc-1117	204	27	stock	stock	NOUN
sc-1117	204	28	prices	price	NOUN
sc-1117	204	29	,	,	PUNCT
sc-1117	204	30	etc	etc	X
sc-1117	204	31	.	.	X
sc-1117	205	1	rnn	rnn	PROPN
sc-1117	205	2	is	be	AUX
sc-1117	205	3	the	the	DET
sc-1117	205	4	most	most	ADV
sc-1117	205	5	powerful	powerful	ADJ
sc-1117	205	6	of	of	ADP
sc-1117	205	7	all	all	DET
sc-1117	205	8	kinds	kind	NOUN
sc-1117	205	9	of	of	ADP
sc-1117	205	10	neural	neural	ADJ
sc-1117	205	11	networks	network	NOUN
sc-1117	205	12	because	because	SCONJ
sc-1117	205	13	of	of	ADP
sc-1117	205	14	its	its	PRON
sc-1117	205	15	internal	internal	ADJ
sc-1117	205	16	memory	memory	NOUN
sc-1117	205	17	.	.	PUNCT
sc-1117	206	1	another	another	DET
sc-1117	206	2	method	method	NOUN
sc-1117	206	3	includes	include	VERB
sc-1117	206	4	the	the	DET
sc-1117	206	5	implementation	implementation	NOUN
sc-1117	206	6	of	of	ADP
sc-1117	206	7	bidirectional	bidirectional	ADJ
sc-1117	206	8	rnn	rnn	NOUN
sc-1117	206	9	.	.	PUNCT
sc-1117	207	1	in	in	ADP
sc-1117	207	2	rnns	rnns	PROPN
sc-1117	207	3	,	,	PUNCT
sc-1117	207	4	the	the	DET
sc-1117	207	5	information	information	NOUN
sc-1117	207	6	cycles	cycle	VERB
sc-1117	207	7	through	through	ADP
sc-1117	207	8	a	a	DET
sc-1117	207	9	loop	loop	NOUN
sc-1117	207	10	,	,	PUNCT
sc-1117	207	11	and	and	CCONJ
sc-1117	207	12	the	the	DET
sc-1117	207	13	output	output	NOUN
sc-1117	207	14	layer	layer	NOUN
sc-1117	207	15	can	can	AUX
sc-1117	207	16	get	get	VERB
sc-1117	207	17	information	information	NOUN
sc-1117	207	18	from	from	ADP
sc-1117	207	19	past	past	ADJ
sc-1117	207	20	states	state	NOUN
sc-1117	207	21	only	only	ADV
sc-1117	207	22	.	.	PUNCT
sc-1117	208	1	in	in	ADP
sc-1117	208	2	the	the	DET
sc-1117	208	3	case	case	NOUN
sc-1117	208	4	of	of	ADP
sc-1117	208	5	bidirectional	bidirectional	ADJ
sc-1117	208	6	rnns	rnn	NOUN
sc-1117	208	7	,	,	PUNCT
sc-1117	208	8	the	the	DET
sc-1117	208	9	output	output	NOUN
sc-1117	208	10	layer	layer	NOUN
sc-1117	208	11	can	can	AUX
sc-1117	208	12	get	get	VERB
sc-1117	208	13	information	information	NOUN
sc-1117	208	14	from	from	ADP
sc-1117	208	15	past	past	ADJ
sc-1117	208	16	and	and	CCONJ
sc-1117	208	17	future	future	ADJ
sc-1117	208	18	states	state	NOUN
sc-1117	208	19	simultaneously	simultaneously	ADV
sc-1117	208	20	.	.	PUNCT
sc-1117	209	1	the	the	DET
sc-1117	209	2	deep	deep	ADJ
sc-1117	209	3	learning	learning	NOUN
sc-1117	209	4	techniques	technique	NOUN
sc-1117	209	5	try	try	VERB
sc-1117	209	6	to	to	PART
sc-1117	209	7	simulate	simulate	VERB
sc-1117	209	8	the	the	DET
sc-1117	209	9	behavior	behavior	NOUN
sc-1117	209	10	of	of	ADP
sc-1117	209	11	a	a	DET
sc-1117	209	12	human	human	ADJ
sc-1117	209	13	brain	brain	NOUN
sc-1117	209	14	using	use	VERB
sc-1117	209	15	artificial	artificial	ADJ
sc-1117	209	16	neural	neural	ADJ
sc-1117	209	17	networks	network	NOUN
sc-1117	209	18	to	to	PART
sc-1117	209	19	process	process	VERB
sc-1117	209	20	the	the	DET
sc-1117	209	21	data	datum	NOUN
sc-1117	209	22	.	.	PUNCT
sc-1117	210	1	one	one	NUM
sc-1117	210	2	advantage	advantage	NOUN
sc-1117	210	3	is	be	AUX
sc-1117	210	4	that	that	SCONJ
sc-1117	210	5	deep	deep	ADJ
sc-1117	210	6	learning	learning	NOUN
sc-1117	210	7	returns	return	VERB
sc-1117	210	8	better	well	ADJ
sc-1117	210	9	results	result	NOUN
sc-1117	210	10	as	as	ADP
sc-1117	210	11	the	the	DET
sc-1117	210	12	number	number	NOUN
sc-1117	210	13	of	of	ADP
sc-1117	210	14	data	datum	NOUN
sc-1117	210	15	increases	increase	NOUN
sc-1117	210	16	and	and	CCONJ
sc-1117	210	17	is	be	AUX
sc-1117	210	18	more	more	ADV
sc-1117	210	19	accurate	accurate	ADJ
sc-1117	210	20	than	than	ADP
sc-1117	210	21	other	other	ADJ
sc-1117	210	22	algorithms	algorithm	NOUN
sc-1117	210	23	for	for	ADP
sc-1117	210	24	larger	large	ADJ
sc-1117	210	25	data	datum	NOUN
sc-1117	210	26	sets	set	NOUN
sc-1117	210	27	.	.	PUNCT
sc-1117	211	1	4	4	X
sc-1117	211	2	.	.	X
sc-1117	211	3	challenges	challenge	NOUN
sc-1117	211	4	faced	face	VERB
sc-1117	211	5	multiple	multiple	ADJ
sc-1117	211	6	challenges	challenge	NOUN
sc-1117	211	7	arise	arise	VERB
sc-1117	211	8	when	when	SCONJ
sc-1117	211	9	trying	try	VERB
sc-1117	211	10	to	to	PART
sc-1117	211	11	derive	derive	VERB
sc-1117	211	12	the	the	DET
sc-1117	211	13	sentiment	sentiment	NOUN
sc-1117	211	14	behind	behind	ADP
sc-1117	211	15	words	word	NOUN
sc-1117	211	16	through	through	ADP
sc-1117	211	17	the	the	DET
sc-1117	211	18	use	use	NOUN
sc-1117	211	19	of	of	ADP
sc-1117	211	20	logic	logic	NOUN
sc-1117	211	21	and	and	CCONJ
sc-1117	211	22	algorithms	algorithm	NOUN
sc-1117	211	23	because	because	SCONJ
sc-1117	211	24	text	text	NOUN
sc-1117	211	25	and	and	CCONJ
sc-1117	211	26	speech	speech	NOUN
sc-1117	211	27	are	be	AUX
sc-1117	211	28	essentially	essentially	ADV
sc-1117	211	29	subjective	subjective	ADJ
sc-1117	211	30	at	at	ADP
sc-1117	211	31	their	their	PRON
sc-1117	211	32	core	core	NOUN
sc-1117	211	33	.	.	PUNCT
sc-1117	212	1	language	language	NOUN
sc-1117	212	2	is	be	AUX
sc-1117	212	3	highly	highly	ADV
sc-1117	212	4	intuitive	intuitive	ADJ
sc-1117	212	5	,	,	PUNCT
sc-1117	212	6	and	and	CCONJ
sc-1117	212	7	the	the	DET
sc-1117	212	8	human	human	ADJ
sc-1117	212	9	brain	brain	NOUN
sc-1117	212	10	can	can	AUX
sc-1117	212	11	interpret	interpret	VERB
sc-1117	212	12	it	it	PRON
sc-1117	212	13	clearly	clearly	ADV
sc-1117	212	14	after	after	ADP
sc-1117	212	15	years	year	NOUN
sc-1117	212	16	of	of	ADP
sc-1117	212	17	conditioning	conditioning	NOUN
sc-1117	212	18	.	.	PUNCT
sc-1117	213	1	hence	hence	ADV
sc-1117	213	2	it	it	PRON
sc-1117	213	3	would	would	AUX
sc-1117	213	4	be	be	AUX
sc-1117	213	5	unfair	unfair	ADJ
sc-1117	213	6	to	to	PART
sc-1117	213	7	expect	expect	VERB
sc-1117	213	8	the	the	DET
sc-1117	213	9	same	same	ADJ
sc-1117	213	10	level	level	NOUN
sc-1117	213	11	of	of	ADP
sc-1117	213	12	accuracy	accuracy	NOUN
sc-1117	213	13	from	from	ADP
sc-1117	213	14	a	a	DET
sc-1117	213	15	machine	machine	NOUN
sc-1117	213	16	.	.	PUNCT
sc-1117	214	1	subjectivity	subjectivity	NOUN
sc-1117	214	2	and	and	CCONJ
sc-1117	214	3	context	context	NOUN
sc-1117	214	4	play	play	VERB
sc-1117	214	5	a	a	DET
sc-1117	214	6	major	major	ADJ
sc-1117	214	7	part	part	NOUN
sc-1117	214	8	in	in	ADP
sc-1117	214	9	understanding	understand	VERB
sc-1117	214	10	text	text	NOUN
sc-1117	214	11	.	.	PUNCT
sc-1117	215	1	if	if	SCONJ
sc-1117	215	2	the	the	DET
sc-1117	215	3	sample	sample	NOUN
sc-1117	215	4	text	text	NOUN
sc-1117	215	5	is	be	AUX
sc-1117	215	6	complex	complex	ADJ
sc-1117	215	7	and	and	CCONJ
sc-1117	215	8	has	have	VERB
sc-1117	215	9	a	a	DET
sc-1117	215	10	specific	specific	ADJ
sc-1117	215	11	context	context	NOUN
sc-1117	215	12	associated	associate	VERB
sc-1117	215	13	with	with	ADP
sc-1117	215	14	it	it	PRON
sc-1117	215	15	,	,	PUNCT
sc-1117	215	16	sentiment	sentiment	NOUN
sc-1117	215	17	analysis	analysis	NOUN
sc-1117	215	18	methods	method	NOUN
sc-1117	215	19	may	may	AUX
sc-1117	215	20	not	not	PART
sc-1117	215	21	yield	yield	VERB
sc-1117	215	22	correct	correct	ADJ
sc-1117	215	23	results	result	NOUN
sc-1117	215	24	,	,	PUNCT
sc-1117	215	25	since	since	SCONJ
sc-1117	215	26	they	they	PRON
sc-1117	215	27	only	only	ADV
sc-1117	215	28	take	take	VERB
sc-1117	215	29	into	into	ADP
sc-1117	215	30	consideration	consideration	NOUN
sc-1117	215	31	the	the	DET
sc-1117	215	32	logical	logical	ADJ
sc-1117	215	33	implications	implication	NOUN
sc-1117	215	34	of	of	ADP
sc-1117	215	35	words	word	NOUN
sc-1117	215	36	and	and	CCONJ
sc-1117	215	37	phrases	phrase	NOUN
sc-1117	215	38	.	.	PUNCT
sc-1117	216	1	there	there	PRON
sc-1117	216	2	are	be	VERB
sc-1117	216	3	ways	way	NOUN
sc-1117	216	4	to	to	PART
sc-1117	216	5	incorporate	incorporate	VERB
sc-1117	216	6	the	the	DET
sc-1117	216	7	context	context	NOUN
sc-1117	216	8	into	into	ADP
sc-1117	216	9	the	the	DET
sc-1117	216	10	algorithm	algorithm	NOUN
sc-1117	216	11	,	,	PUNCT
sc-1117	216	12	and	and	CCONJ
sc-1117	216	13	sometimes	sometimes	ADV
sc-1117	216	14	the	the	DET
sc-1117	216	15	machine	machine	NOUN
sc-1117	216	16	may	may	AUX
sc-1117	216	17	be	be	AUX
sc-1117	216	18	able	able	ADJ
sc-1117	216	19	to	to	PART
sc-1117	216	20	interpret	interpret	VERB
sc-1117	216	21	the	the	DET
sc-1117	216	22	context	context	NOUN
sc-1117	216	23	from	from	ADP
sc-1117	216	24	the	the	DET
sc-1117	216	25	text	text	NOUN
sc-1117	216	26	itself	itself	PRON
sc-1117	216	27	.	.	PUNCT
sc-1117	217	1	irony	irony	NOUN
sc-1117	217	2	and	and	CCONJ
sc-1117	217	3	sarcasm	sarcasm	NOUN
sc-1117	217	4	are	be	AUX
sc-1117	217	5	possibly	possibly	ADV
sc-1117	217	6	the	the	DET
sc-1117	217	7	biggest	big	ADJ
sc-1117	217	8	roadblocks	roadblock	NOUN
sc-1117	217	9	for	for	ADP
sc-1117	217	10	sentiment	sentiment	NOUN
sc-1117	217	11	analysis	analysis	NOUN
sc-1117	217	12	because	because	SCONJ
sc-1117	217	13	there	there	PRON
sc-1117	217	14	is	be	VERB
sc-1117	217	15	absolutely	absolutely	ADV
sc-1117	217	16	no	no	DET
sc-1117	217	17	way	way	NOUN
sc-1117	217	18	for	for	SCONJ
sc-1117	217	19	a	a	DET
sc-1117	217	20	machine	machine	NOUN
sc-1117	217	21	to	to	PART
sc-1117	217	22	understand	understand	VERB
sc-1117	217	23	that	that	SCONJ
sc-1117	217	24	a	a	DET
sc-1117	217	25	sentence	sentence	NOUN
sc-1117	217	26	means	mean	VERB
sc-1117	217	27	the	the	DET
sc-1117	217	28	complete	complete	ADJ
sc-1117	217	29	opposite	opposite	NOUN
sc-1117	217	30	of	of	ADP
sc-1117	217	31	what	what	PRON
sc-1117	217	32	it	it	PRON
sc-1117	217	33	says	say	VERB
sc-1117	217	34	.	.	PUNCT
sc-1117	218	1	even	even	ADV
sc-1117	218	2	though	though	SCONJ
sc-1117	218	3	we	we	PRON
sc-1117	218	4	can	can	AUX
sc-1117	218	5	include	include	VERB
sc-1117	218	6	sarcastic	sarcastic	ADJ
sc-1117	218	7	sentences	sentence	NOUN
sc-1117	218	8	in	in	ADP
sc-1117	218	9	the	the	DET
sc-1117	218	10	training	training	NOUN
sc-1117	218	11	data	datum	NOUN
sc-1117	218	12	,	,	PUNCT
sc-1117	218	13	the	the	DET
sc-1117	218	14	machine	machine	NOUN
sc-1117	218	15	will	will	AUX
sc-1117	218	16	not	not	PART
sc-1117	218	17	be	be	AUX
sc-1117	218	18	able	able	ADJ
sc-1117	218	19	to	to	PART
sc-1117	218	20	distinguish	distinguish	VERB
sc-1117	218	21	the	the	DET
sc-1117	218	22	original	original	ADJ
sc-1117	218	23	sentence	sentence	NOUN
sc-1117	218	24	from	from	ADP
sc-1117	218	25	its	its	PRON
sc-1117	218	26	sarcastic	sarcastic	ADJ
sc-1117	218	27	version	version	NOUN
sc-1117	218	28	as	as	SCONJ
sc-1117	218	29	both	both	PRON
sc-1117	218	30	of	of	ADP
sc-1117	218	31	them	they	PRON
sc-1117	218	32	have	have	VERB
sc-1117	218	33	the	the	DET
sc-1117	218	34	same	same	ADJ
sc-1117	218	35	collection	collection	NOUN
sc-1117	218	36	of	of	ADP
sc-1117	218	37	words	word	NOUN
sc-1117	218	38	.	.	PUNCT
sc-1117	219	1	for	for	ADP
sc-1117	219	2	example	example	NOUN
sc-1117	219	3	,	,	PUNCT
sc-1117	219	4	‘	'	PUNCT
sc-1117	219	5	how	how	SCONJ
sc-1117	219	6	was	be	AUX
sc-1117	219	7	your	your	PRON
sc-1117	219	8	experience	experience	NOUN
sc-1117	219	9	using	use	VERB
sc-1117	219	10	our	our	PRON
sc-1117	219	11	product	product	NOUN
sc-1117	219	12	?	?	PUNCT
sc-1117	219	13	’	'	PUNCT
sc-1117	220	1	‘	'	PUNCT
sc-1117	220	2	too	too	ADV
sc-1117	220	3	good	good	ADJ
sc-1117	220	4	to	to	PART
sc-1117	220	5	be	be	AUX
sc-1117	220	6	true	true	ADJ
sc-1117	220	7	.	.	PUNCT
sc-1117	220	8	’	'	PUNCT
sc-1117	221	1	this	this	DET
sc-1117	221	2	response	response	NOUN
sc-1117	221	3	may	may	AUX
sc-1117	221	4	either	either	CCONJ
sc-1117	221	5	be	be	AUX
sc-1117	221	6	sincere	sincere	ADJ
sc-1117	221	7	or	or	CCONJ
sc-1117	221	8	sarcastic	sarcastic	ADJ
sc-1117	221	9	which	which	PRON
sc-1117	221	10	can	can	AUX
sc-1117	221	11	only	only	ADV
sc-1117	221	12	be	be	AUX
sc-1117	221	13	understood	understand	VERB
sc-1117	221	14	if	if	SCONJ
sc-1117	221	15	the	the	DET
sc-1117	221	16	tone	tone	NOUN
sc-1117	221	17	or	or	CCONJ
sc-1117	221	18	context	context	NOUN
sc-1117	221	19	of	of	ADP
sc-1117	221	20	the	the	DET
sc-1117	221	21	sentence	sentence	NOUN
sc-1117	221	22	is	be	AUX
sc-1117	221	23	known	know	VERB
sc-1117	221	24	.	.	PUNCT
sc-1117	222	1	the	the	DET
sc-1117	222	2	words	word	NOUN
sc-1117	222	3	‘	'	PUNCT
sc-1117	222	4	good	good	ADJ
sc-1117	222	5	’	'	PUNCT
sc-1117	222	6	and	and	CCONJ
sc-1117	222	7	‘	'	PUNCT
sc-1117	222	8	true	true	ADJ
sc-1117	222	9	’	'	PUNCT
sc-1117	222	10	will	will	AUX
sc-1117	222	11	still	still	ADV
sc-1117	222	12	be	be	AUX
sc-1117	222	13	registered	register	VERB
sc-1117	222	14	as	as	ADP
sc-1117	222	15	positive	positive	ADJ
sc-1117	222	16	in	in	ADP
sc-1117	222	17	most	most	ADJ
sc-1117	222	18	of	of	ADP
sc-1117	222	19	the	the	DET
sc-1117	222	20	algorithms	algorithm	NOUN
sc-1117	222	21	,	,	PUNCT
sc-1117	222	22	and	and	CCONJ
sc-1117	222	23	hence	hence	ADV
sc-1117	222	24	the	the	DET
sc-1117	222	25	result	result	NOUN
sc-1117	222	26	might	might	AUX
sc-1117	222	27	be	be	AUX
sc-1117	222	28	incorrect	incorrect	ADJ
sc-1117	222	29	.	.	PUNCT
sc-1117	223	1	comparisons	comparison	NOUN
sc-1117	223	2	or	or	CCONJ
sc-1117	223	3	similes	simile	NOUN
sc-1117	223	4	may	may	AUX
sc-1117	223	5	also	also	ADV
sc-1117	223	6	create	create	VERB
sc-1117	223	7	challenges	challenge	NOUN
sc-1117	223	8	if	if	SCONJ
sc-1117	223	9	not	not	PART
sc-1117	223	10	properly	properly	ADV
sc-1117	223	11	accounted	account	VERB
sc-1117	223	12	for	for	ADP
sc-1117	223	13	in	in	ADP
sc-1117	223	14	the	the	DET
sc-1117	223	15	algorithm	algorithm	NOUN
sc-1117	223	16	used	use	VERB
sc-1117	223	17	.	.	PUNCT
sc-1117	224	1	this	this	PRON
sc-1117	224	2	is	be	AUX
sc-1117	224	3	because	because	SCONJ
sc-1117	224	4	the	the	DET
sc-1117	224	5	subject	subject	NOUN
sc-1117	224	6	of	of	ADP
sc-1117	224	7	the	the	DET
sc-1117	224	8	sentence	sentence	NOUN
sc-1117	224	9	has	have	VERB
sc-1117	224	10	to	to	PART
sc-1117	224	11	be	be	AUX
sc-1117	224	12	identified	identify	VERB
sc-1117	224	13	.	.	PUNCT
sc-1117	225	1	for	for	ADP
sc-1117	225	2	example	example	NOUN
sc-1117	225	3	the	the	DET
sc-1117	225	4	sentence	sentence	NOUN
sc-1117	225	5	,	,	PUNCT
sc-1117	225	6	‘	'	PUNCT
sc-1117	225	7	phone	phone	NOUN
sc-1117	225	8	a	a	NOUN
sc-1117	225	9	is	be	AUX
sc-1117	225	10	better	well	ADJ
sc-1117	225	11	than	than	ADP
sc-1117	225	12	phone	phone	NOUN
sc-1117	225	13	b	b	NOUN
sc-1117	225	14	’	'	PUNCT
sc-1117	225	15	is	be	AUX
sc-1117	225	16	positive	positive	ADJ
sc-1117	225	17	for	for	ADP
sc-1117	225	18	company	company	NOUN
sc-1117	225	19	a	a	DET
sc-1117	225	20	while	while	NOUN
sc-1117	225	21	being	be	AUX
sc-1117	225	22	negative	negative	ADJ
sc-1117	225	23	for	for	ADP
sc-1117	225	24	company	company	NOUN
sc-1117	225	25	b	b	PROPN
sc-1117	225	26	at	at	ADP
sc-1117	225	27	the	the	DET
sc-1117	225	28	same	same	ADJ
sc-1117	225	29	time	time	NOUN
sc-1117	225	30	.	.	PUNCT
sc-1117	226	1	hence	hence	ADV
sc-1117	226	2	,	,	PUNCT
sc-1117	226	3	the	the	DET
sc-1117	226	4	mere	mere	ADJ
sc-1117	226	5	presence	presence	NOUN
sc-1117	226	6	of	of	ADP
sc-1117	226	7	the	the	DET
sc-1117	226	8	positive	positive	ADJ
sc-1117	226	9	word	word	NOUN
sc-1117	226	10	‘	'	PUNCT
sc-1117	226	11	better	well	ADJ
sc-1117	226	12	’	'	PUNCT
sc-1117	226	13	should	should	AUX
sc-1117	226	14	not	not	PART
sc-1117	226	15	determine	determine	VERB
sc-1117	226	16	the	the	DET
sc-1117	226	17	sentiment	sentiment	NOUN
sc-1117	226	18	behind	behind	ADP
sc-1117	226	19	the	the	DET
sc-1117	226	20	sentence	sentence	NOUN
sc-1117	226	21	as	as	ADP
sc-1117	226	22	a	a	DET
sc-1117	226	23	whole	whole	NOUN
sc-1117	226	24	.	.	PUNCT
sc-1117	227	1	similarly	similarly	ADV
sc-1117	227	2	,	,	PUNCT
sc-1117	227	3	there	there	PRON
sc-1117	227	4	are	be	VERB
sc-1117	227	5	a	a	DET
sc-1117	227	6	lot	lot	NOUN
sc-1117	227	7	of	of	ADP
sc-1117	227	8	nuances	nuance	NOUN
sc-1117	227	9	that	that	PRON
sc-1117	227	10	are	be	AUX
sc-1117	227	11	starting	start	VERB
sc-1117	227	12	to	to	PART
sc-1117	227	13	appear	appear	VERB
sc-1117	227	14	in	in	ADP
sc-1117	227	15	the	the	DET
sc-1117	227	16	text	text	NOUN
sc-1117	227	17	in	in	ADP
sc-1117	227	18	modern	modern	ADJ
sc-1117	227	19	times	time	NOUN
sc-1117	227	20	.	.	PUNCT
sc-1117	228	1	this	this	PRON
sc-1117	228	2	can	can	AUX
sc-1117	228	3	be	be	AUX
sc-1117	228	4	observed	observe	VERB
sc-1117	228	5	more	more	ADV
sc-1117	228	6	when	when	SCONJ
sc-1117	228	7	the	the	DET
sc-1117	228	8	text	text	NOUN
sc-1117	228	9	is	be	AUX
sc-1117	228	10	from	from	ADP
sc-1117	228	11	social	social	ADJ
sc-1117	228	12	media	medium	NOUN
sc-1117	228	13	posts	post	NOUN
sc-1117	228	14	etc	etc	X
sc-1117	228	15	.	.	X
sc-1117	229	1	there	there	PRON
sc-1117	229	2	are	be	VERB
sc-1117	229	3	a	a	DET
sc-1117	229	4	lot	lot	NOUN
sc-1117	229	5	of	of	ADP
sc-1117	229	6	words	word	NOUN
sc-1117	229	7	and	and	CCONJ
sc-1117	229	8	phrases	phrase	VERB
sc-1117	229	9	social	social	ADJ
sc-1117	229	10	media	medium	NOUN
sc-1117	229	11	users	user	NOUN
sc-1117	229	12	come	come	VERB
sc-1117	229	13	up	up	ADP
sc-1117	229	14	with	with	ADP
sc-1117	229	15	regularly	regularly	ADV
sc-1117	229	16	which	which	PRON
sc-1117	229	17	may	may	AUX
sc-1117	229	18	not	not	PART
sc-1117	229	19	have	have	VERB
sc-1117	229	20	any	any	DET
sc-1117	229	21	meaning	meaning	NOUN
sc-1117	229	22	when	when	SCONJ
sc-1117	229	23	read	read	VERB
sc-1117	229	24	without	without	ADP
sc-1117	229	25	context	context	NOUN
sc-1117	229	26	.	.	PUNCT
sc-1117	230	1	emojis	emoji	NOUN
sc-1117	230	2	made	make	VERB
sc-1117	230	3	out	out	ADP
sc-1117	230	4	of	of	ADP
sc-1117	230	5	special	special	ADJ
sc-1117	230	6	characters	character	NOUN
sc-1117	230	7	also	also	ADV
sc-1117	230	8	appear	appear	VERB
sc-1117	230	9	very	very	ADV
sc-1117	230	10	frequently	frequently	ADV
sc-1117	230	11	after	after	ADP
sc-1117	230	12	sentences	sentence	NOUN
sc-1117	230	13	and	and	CCONJ
sc-1117	230	14	may	may	AUX
sc-1117	230	15	prove	prove	VERB
sc-1117	230	16	to	to	PART
sc-1117	230	17	be	be	AUX
sc-1117	230	18	essential	essential	ADJ
sc-1117	230	19	to	to	ADP
sc-1117	230	20	their	their	PRON
sc-1117	230	21	sentiment	sentiment	NOUN
sc-1117	230	22	,	,	PUNCT
sc-1117	230	23	sometimes	sometimes	ADV
sc-1117	230	24	even	even	ADV
sc-1117	230	25	more	more	ADJ
sc-1117	230	26	than	than	ADP
sc-1117	230	27	words	word	NOUN
sc-1117	230	28	.	.	PUNCT
sc-1117	231	1	most	most	ADJ
sc-1117	231	2	of	of	ADP
sc-1117	231	3	the	the	DET
sc-1117	231	4	machine	machine	NOUN
sc-1117	231	5	learning	learning	NOUN
sc-1117	231	6	tools	tool	NOUN
sc-1117	231	7	are	be	AUX
sc-1117	231	8	designed	design	VERB
sc-1117	231	9	to	to	PART
sc-1117	231	10	analyse	analyse	VERB
sc-1117	231	11	english	english	ADJ
sc-1117	231	12	texts	text	NOUN
sc-1117	231	13	only	only	ADV
sc-1117	231	14	.	.	PUNCT
sc-1117	232	1	there	there	PRON
sc-1117	232	2	is	be	VERB
sc-1117	232	3	a	a	DET
sc-1117	232	4	need	need	NOUN
sc-1117	232	5	for	for	ADP
sc-1117	232	6	the	the	DET
sc-1117	232	7	development	development	NOUN
sc-1117	232	8	of	of	ADP
sc-1117	232	9	corpora	corpora	PROPN
sc-1117	232	10	based	base	VERB
sc-1117	232	11	on	on	ADP
sc-1117	232	12	multiple	multiple	ADJ
sc-1117	232	13	languages	language	NOUN
sc-1117	232	14	for	for	ADP
sc-1117	232	15	its	its	PRON
sc-1117	232	16	ubiquitous	ubiquitous	ADJ
sc-1117	232	17	use	use	NOUN
sc-1117	232	18	in	in	ADP
sc-1117	232	19	mining	mining	NOUN
sc-1117	232	20	psychological	psychological	ADJ
sc-1117	232	21	data	datum	NOUN
sc-1117	232	22	.	.	PUNCT
sc-1117	233	1	hence	hence	ADV
sc-1117	233	2	,	,	PUNCT
sc-1117	233	3	taking	take	VERB
sc-1117	233	4	into	into	ADP
sc-1117	233	5	consideration	consideration	NOUN
sc-1117	233	6	all	all	DET
sc-1117	233	7	the	the	DET
sc-1117	233	8	contemporary	contemporary	ADJ
sc-1117	233	9	nuances	nuance	NOUN
sc-1117	233	10	making	make	VERB
sc-1117	233	11	their	their	PRON
sc-1117	233	12	way	way	NOUN
sc-1117	233	13	into	into	ADP
sc-1117	233	14	the	the	DET
sc-1117	233	15	text	text	NOUN
sc-1117	233	16	,	,	PUNCT
sc-1117	233	17	along	along	ADP
sc-1117	233	18	with	with	ADP
sc-1117	233	19	the	the	DET
sc-1117	233	20	innate	innate	ADJ
sc-1117	233	21	subjectivity	subjectivity	NOUN
sc-1117	233	22	of	of	ADP
sc-1117	233	23	language	language	NOUN
sc-1117	233	24	,	,	PUNCT
sc-1117	233	25	we	we	PRON
sc-1117	233	26	must	must	AUX
sc-1117	233	27	be	be	AUX
sc-1117	233	28	wary	wary	ADJ
sc-1117	233	29	of	of	ADP
sc-1117	233	30	the	the	DET
sc-1117	233	31	accuracy	accuracy	NOUN
sc-1117	233	32	of	of	ADP
sc-1117	233	33	sentiment	sentiment	NOUN
sc-1117	233	34	analysis	analysis	NOUN
sc-1117	233	35	methods	method	NOUN
sc-1117	233	36	.	.	PUNCT
sc-1117	234	1	however	however	ADV
sc-1117	234	2	,	,	PUNCT
sc-1117	234	3	it	it	PRON
sc-1117	234	4	is	be	AUX
sc-1117	234	5	still	still	ADV
sc-1117	234	6	extremely	extremely	ADV
sc-1117	234	7	useful	useful	ADJ
sc-1117	234	8	for	for	ADP
sc-1117	234	9	multiple	multiple	ADJ
sc-1117	234	10	use	use	NOUN
sc-1117	234	11	cases	case	NOUN
sc-1117	234	12	.	.	PUNCT
sc-1117	235	1	text	text	NOUN
sc-1117	235	2	mining	mining	NOUN
sc-1117	235	3	or	or	CCONJ
sc-1117	235	4	sa	sa	PROPN
sc-1117	235	5	is	be	AUX
sc-1117	235	6	qualitative	qualitative	VERB
sc-1117	235	7	and	and	CCONJ
sc-1117	235	8	provides	provide	VERB
sc-1117	235	9	a	a	DET
sc-1117	235	10	promising	promising	ADJ
sc-1117	235	11	tool	tool	NOUN
sc-1117	235	12	in	in	ADP
sc-1117	235	13	the	the	DET
sc-1117	235	14	hands	hand	NOUN
sc-1117	235	15	of	of	ADP
sc-1117	235	16	the	the	DET
sc-1117	235	17	physician	physician	NOUN
sc-1117	235	18	to	to	PART
sc-1117	235	19	explore	explore	VERB
sc-1117	235	20	different	different	ADJ
sc-1117	235	21	avenues	avenue	NOUN
sc-1117	235	22	in	in	ADP
sc-1117	235	23	a	a	DET
sc-1117	235	24	natural	natural	ADJ
sc-1117	235	25	setting	setting	NOUN
sc-1117	235	26	which	which	PRON
sc-1117	235	27	is	be	AUX
sc-1117	235	28	otherwise	otherwise	ADV
sc-1117	235	29	application	application	NOUN
sc-1117	235	30	of	of	ADP
sc-1117	235	31	sentiment	sentiment	NOUN
sc-1117	235	32	analysis	analysis	NOUN
sc-1117	235	33	in	in	ADP
sc-1117	235	34	understanding	understand	VERB
sc-1117	235	35	human	human	ADJ
sc-1117	235	36	emotions	emotion	NOUN
sc-1117	235	37	and	and	CCONJ
sc-1117	235	38	behavior	behavior	NOUN
sc-1117	235	39	eai	eai	PROPN
sc-1117	235	40	endorsed	endorse	VERB
sc-1117	235	41	transactions	transaction	NOUN
sc-1117	235	42	on	on	ADP
sc-1117	235	43	smart	smart	ADJ
sc-1117	235	44	cities	city	NOUN
sc-1117	235	45	08	08	NUM
sc-1117	235	46	2020	2020	NUM
sc-1117	235	47	01	01	NUM
sc-1117	235	48	2021	2021	NUM
sc-1117	235	49	|	|	ADV
sc-1117	235	50	volume	volume	NOUN
sc-1117	235	51	5	5	NUM
sc-1117	235	52	|	|	ADV
sc-1117	235	53	issue	issue	VERB
sc-1117	235	54	13	13	NUM
sc-1117	235	55	|	|	NOUN
sc-1117	235	56	e4	e4	PROPN
sc-1117	235	57	8	8	NUM
sc-1117	235	58	implausible	implausible	ADJ
sc-1117	235	59	.	.	PUNCT
sc-1117	236	1	consent	consent	NOUN
sc-1117	236	2	of	of	ADP
sc-1117	236	3	the	the	DET
sc-1117	236	4	client	client	NOUN
sc-1117	236	5	before	before	ADP
sc-1117	236	6	extracting	extract	VERB
sc-1117	236	7	information	information	NOUN
sc-1117	236	8	from	from	ADP
sc-1117	236	9	social	social	ADJ
sc-1117	236	10	media	medium	NOUN
sc-1117	236	11	is	be	AUX
sc-1117	236	12	crucial	crucial	ADJ
sc-1117	236	13	.	.	PUNCT
sc-1117	237	1	we	we	PRON
sc-1117	237	2	must	must	AUX
sc-1117	237	3	also	also	ADV
sc-1117	237	4	be	be	AUX
sc-1117	237	5	sceptical	sceptical	ADJ
sc-1117	237	6	at	at	ADP
sc-1117	237	7	the	the	DET
sc-1117	237	8	same	same	ADJ
sc-1117	237	9	time	time	NOUN
sc-1117	237	10	as	as	ADP
sc-1117	237	11	not	not	PART
sc-1117	237	12	to	to	PART
sc-1117	237	13	compromise	compromise	VERB
sc-1117	237	14	on	on	ADP
sc-1117	237	15	matters	matter	NOUN
sc-1117	237	16	of	of	ADP
sc-1117	237	17	confidentiality	confidentiality	NOUN
sc-1117	237	18	,	,	PUNCT
sc-1117	237	19	and	and	CCONJ
sc-1117	237	20	all	all	DET
sc-1117	237	21	the	the	DET
sc-1117	237	22	ethical	ethical	ADJ
sc-1117	237	23	guidelines	guideline	NOUN
sc-1117	237	24	must	must	AUX
sc-1117	237	25	be	be	AUX
sc-1117	237	26	followed	follow	VERB
sc-1117	237	27	.	.	PUNCT
sc-1117	238	1	references	reference	NOUN
sc-1117	238	2	[	[	X
sc-1117	238	3	1	1	NUM
sc-1117	238	4	]	]	X
sc-1117	238	5	american	american	PROPN
sc-1117	238	6	psychiatric	psychiatric	PROPN
sc-1117	238	7	association	association	PROPN
sc-1117	238	8	.	.	PUNCT
sc-1117	239	1	(	(	PUNCT
sc-1117	239	2	2013	2013	NUM
sc-1117	239	3	)	)	PUNCT
sc-1117	239	4	.	.	PUNCT
sc-1117	240	1	diagnostic	diagnostic	ADJ
sc-1117	240	2	and	and	CCONJ
sc-1117	240	3	statistical	statistical	ADJ
sc-1117	240	4	manual	manual	NOUN
sc-1117	240	5	of	of	ADP
sc-1117	240	6	mental	mental	ADJ
sc-1117	240	7	disorders	disorder	NOUN
sc-1117	240	8	(	(	PUNCT
sc-1117	240	9	5th	5th	ADJ
sc-1117	240	10	ed	ed	NOUN
sc-1117	240	11	.	.	PUNCT
sc-1117	240	12	)	)	PUNCT
sc-1117	240	13	.	.	PUNCT
sc-1117	241	1	arlington	arlington	PROPN
sc-1117	241	2	,	,	PUNCT
sc-1117	241	3	va	va	PROPN
sc-1117	241	4	:	:	PUNCT
sc-1117	241	5	author	author	NOUN
sc-1117	241	6	.	.	PUNCT
sc-1117	242	1	[	[	X
sc-1117	242	2	2	2	NUM
sc-1117	242	3	]	]	PUNCT
sc-1117	242	4	bamberg	bamberg	PROPN
sc-1117	242	5	,	,	PUNCT
sc-1117	242	6	m.	m.	NOUN
sc-1117	242	7	(	(	PUNCT
sc-1117	242	8	1997	1997	NUM
sc-1117	242	9	)	)	PUNCT
sc-1117	242	10	.	.	PUNCT
sc-1117	243	1	language	language	NOUN
sc-1117	243	2	,	,	PUNCT
sc-1117	243	3	concepts	concept	NOUN
sc-1117	243	4	and	and	CCONJ
sc-1117	243	5	emotions	emotion	NOUN
sc-1117	243	6	:	:	PUNCT
sc-1117	243	7	the	the	DET
sc-1117	243	8	role	role	NOUN
sc-1117	243	9	of	of	ADP
sc-1117	243	10	language	language	NOUN
sc-1117	243	11	in	in	ADP
sc-1117	243	12	the	the	DET
sc-1117	243	13	construction	construction	NOUN
sc-1117	243	14	of	of	ADP
sc-1117	243	15	emotions	emotion	NOUN
sc-1117	243	16	.	.	PUNCT
sc-1117	244	1	language	language	NOUN
sc-1117	244	2	sciences	sciences	PROPN
sc-1117	244	3	,	,	PUNCT
sc-1117	244	4	19(4	19(4	NOUN
sc-1117	244	5	)	)	PUNCT
sc-1117	244	6	,	,	PUNCT
sc-1117	244	7	309	309	NUM
sc-1117	244	8	-	-	SYM
sc-1117	244	9	340	340	NUM
sc-1117	244	10	.	.	PUNCT
sc-1117	245	1	[	[	X
sc-1117	245	2	3	3	NUM
sc-1117	245	3	]	]	X
sc-1117	245	4	borth	borth	PROPN
sc-1117	245	5	,	,	PUNCT
sc-1117	245	6	d.	d.	PROPN
sc-1117	245	7	,	,	PUNCT
sc-1117	245	8	ji	ji	PROPN
sc-1117	245	9	,	,	PUNCT
sc-1117	245	10	r.	r.	PROPN
sc-1117	245	11	,	,	PUNCT
sc-1117	245	12	chen	chen	PROPN
sc-1117	245	13	,	,	PUNCT
sc-1117	245	14	t.	t.	PROPN
sc-1117	245	15	,	,	PUNCT
sc-1117	245	16	breuel	breuel	NOUN
sc-1117	245	17	,	,	PUNCT
sc-1117	245	18	t.	t.	PROPN
sc-1117	245	19	,	,	PUNCT
sc-1117	245	20	&	&	CCONJ
sc-1117	245	21	chang	chang	PROPN
sc-1117	245	22	,	,	PUNCT
sc-1117	245	23	s.-f	s.-f	PROPN
sc-1117	245	24	.	.	PUNCT
sc-1117	246	1	(	(	PUNCT
sc-1117	246	2	2013	2013	NUM
sc-1117	246	3	)	)	PUNCT
sc-1117	246	4	.	.	PUNCT
sc-1117	247	1	large	large	ADJ
sc-1117	247	2	-	-	PUNCT
sc-1117	247	3	scale	scale	NOUN
sc-1117	247	4	visual	visual	ADJ
sc-1117	247	5	sentiment	sentiment	NOUN
sc-1117	247	6	ontology	ontology	NOUN
sc-1117	247	7	and	and	CCONJ
sc-1117	247	8	detectors	detector	NOUN
sc-1117	247	9	using	use	VERB
sc-1117	247	10	adjective	adjective	ADJ
sc-1117	247	11	noun	noun	NOUN
sc-1117	247	12	pairs	pair	NOUN
sc-1117	247	13	.	.	PUNCT
sc-1117	248	1	223–232	223–232	NUM
sc-1117	248	2	.	.	PUNCT
sc-1117	248	3	https://doi.org/10.1145/2502081.2502282	https://doi.org/10.1145/2502081.2502282	PUNCT
sc-1117	249	1	[	[	X
sc-1117	249	2	4	4	NUM
sc-1117	249	3	]	]	X
sc-1117	249	4	cambria	cambria	PROPN
sc-1117	249	5	,	,	PUNCT
sc-1117	249	6	e.	e.	PROPN
sc-1117	249	7	,	,	PUNCT
sc-1117	249	8	das	das	PROPN
sc-1117	249	9	,	,	PUNCT
sc-1117	249	10	d.	d.	PROPN
sc-1117	249	11	,	,	PUNCT
sc-1117	249	12	bandyopadhyay	bandyopadhyay	NOUN
sc-1117	249	13	,	,	PUNCT
sc-1117	249	14	s.	s.	PROPN
sc-1117	249	15	,	,	PUNCT
sc-1117	249	16	&	&	CCONJ
sc-1117	249	17	feraco	feraco	PROPN
sc-1117	249	18	,	,	PUNCT
sc-1117	249	19	a.	a.	NOUN
sc-1117	249	20	(	(	PUNCT
sc-1117	249	21	2017	2017	NUM
sc-1117	249	22	)	)	PUNCT
sc-1117	249	23	.	.	PUNCT
sc-1117	250	1	guide	guide	VERB
sc-1117	250	2	to	to	PART
sc-1117	250	3	sentiment	sentiment	NOUN
sc-1117	250	4	analysis	analysis	NOUN
sc-1117	250	5	.	.	PUNCT
sc-1117	251	1	https://doi.org/10.1007/978-3-319-55394-8	https://doi.org/10.1007/978-3-319-55394-8	NOUN
sc-1117	251	2	is	be	AUX
sc-1117	251	3	[	[	X
sc-1117	251	4	5	5	NUM
sc-1117	251	5	]	]	PUNCT
sc-1117	251	6	ekman	ekman	NOUN
sc-1117	251	7	,	,	PUNCT
sc-1117	251	8	p.	p.	PROPN
sc-1117	251	9	(	(	PUNCT
sc-1117	251	10	1992	1992	NUM
sc-1117	251	11	)	)	PUNCT
sc-1117	251	12	.	.	PUNCT
sc-1117	252	1	an	an	DET
sc-1117	252	2	argument	argument	NOUN
sc-1117	252	3	for	for	ADP
sc-1117	252	4	basic	basic	ADJ
sc-1117	252	5	emotions	emotion	NOUN
sc-1117	252	6	.	.	PUNCT
sc-1117	253	1	cognition	cognition	NOUN
sc-1117	253	2	&	&	CCONJ
sc-1117	253	3	emotion	emotion	NOUN
sc-1117	253	4	,	,	PUNCT
sc-1117	253	5	6(3	6(3	NOUN
sc-1117	253	6	-	-	SYM
sc-1117	253	7	4	4	NUM
sc-1117	253	8	)	)	PUNCT
sc-1117	253	9	,	,	PUNCT
sc-1117	253	10	169	169	NUM
sc-1117	253	11	-	-	SYM
sc-1117	253	12	200	200	NUM
sc-1117	253	13	.	.	PUNCT
sc-1117	254	1	[	[	X
sc-1117	254	2	6	6	NUM
sc-1117	254	3	]	]	X
sc-1117	254	4	farbstein	farbstein	NOUN
sc-1117	254	5	,	,	PUNCT
sc-1117	254	6	i.	i.	PROPN
sc-1117	254	7	,	,	PUNCT
sc-1117	254	8	mansbach‐kleinfeld	mansbach‐kleinfeld	PROPN
sc-1117	254	9	,	,	PUNCT
sc-1117	254	10	i.	i.	PROPN
sc-1117	254	11	,	,	PUNCT
sc-1117	254	12	levinson	levinson	PROPN
sc-1117	254	13	,	,	PUNCT
sc-1117	254	14	d.	d.	PROPN
sc-1117	254	15	,	,	PUNCT
sc-1117	254	16	goodman	goodman	PROPN
sc-1117	254	17	,	,	PUNCT
sc-1117	254	18	r.	r.	PROPN
sc-1117	254	19	,	,	PUNCT
sc-1117	254	20	levav	levav	PROPN
sc-1117	254	21	,	,	PUNCT
sc-1117	254	22	i.	i.	NOUN
sc-1117	254	23	,	,	PUNCT
sc-1117	254	24	vograft	vograft	NOUN
sc-1117	254	25	,	,	PUNCT
sc-1117	254	26	i.	i.	PROPN
sc-1117	254	27	...	...	PUNCT
sc-1117	254	28	&	&	CCONJ
sc-1117	254	29	apter	apter	X
sc-1117	254	30	,	,	PUNCT
sc-1117	254	31	a.	a.	NOUN
sc-1117	254	32	(	(	PUNCT
sc-1117	254	33	2010	2010	NUM
sc-1117	254	34	)	)	PUNCT
sc-1117	254	35	.	.	PUNCT
sc-1117	255	1	prevalence	prevalence	NOUN
sc-1117	255	2	and	and	CCONJ
sc-1117	255	3	correlates	correlate	VERB
sc-1117	255	4	of	of	ADP
sc-1117	255	5	mental	mental	ADJ
sc-1117	255	6	disorders	disorder	NOUN
sc-1117	255	7	in	in	ADP
sc-1117	255	8	israeli	israeli	ADJ
sc-1117	255	9	adolescents	adolescent	NOUN
sc-1117	255	10	:	:	PUNCT
sc-1117	255	11	results	result	VERB
sc-1117	255	12	from	from	ADP
sc-1117	255	13	a	a	DET
sc-1117	255	14	national	national	ADJ
sc-1117	255	15	mental	mental	ADJ
sc-1117	255	16	health	health	NOUN
sc-1117	255	17	survey	survey	NOUN
sc-1117	255	18	.	.	PUNCT
sc-1117	256	1	journal	journal	PROPN
sc-1117	256	2	of	of	ADP
sc-1117	256	3	child	child	NOUN
sc-1117	256	4	psychology	psychology	NOUN
sc-1117	256	5	and	and	CCONJ
sc-1117	256	6	psychiatry	psychiatry	NOUN
sc-1117	256	7	,	,	PUNCT
sc-1117	256	8	51(5	51(5	NUM
sc-1117	256	9	)	)	PUNCT
sc-1117	256	10	,	,	PUNCT
sc-1117	256	11	630639	630639	NUM
sc-1117	256	12	.	.	PUNCT
sc-1117	257	1	[	[	X
sc-1117	257	2	7	7	NUM
sc-1117	257	3	]	]	X
sc-1117	257	4	fridlund	fridlund	NOUN
sc-1117	257	5	,	,	PUNCT
sc-1117	257	6	a.	a.	PROPN
sc-1117	257	7	j.	j.	PROPN
sc-1117	257	8	(	(	PUNCT
sc-1117	257	9	1997	1997	NUM
sc-1117	257	10	)	)	PUNCT
sc-1117	257	11	.	.	PUNCT
sc-1117	258	1	the	the	DET
sc-1117	258	2	new	new	ADJ
sc-1117	258	3	ethology	ethology	NOUN
sc-1117	258	4	of	of	ADP
sc-1117	258	5	human	human	ADJ
sc-1117	258	6	facial	facial	ADJ
sc-1117	258	7	expressions	expression	NOUN
sc-1117	258	8	.	.	PUNCT
sc-1117	259	1	the	the	DET
sc-1117	259	2	psychology	psychology	NOUN
sc-1117	259	3	of	of	ADP
sc-1117	259	4	facial	facial	ADJ
sc-1117	259	5	expression	expression	NOUN
sc-1117	259	6	,	,	PUNCT
sc-1117	259	7	103	103	NUM
sc-1117	259	8	.	.	PUNCT
sc-1117	260	1	[	[	X
sc-1117	260	2	8	8	NUM
sc-1117	260	3	]	]	X
sc-1117	260	4	groth	groth	PROPN
sc-1117	260	5	-	-	PUNCT
sc-1117	260	6	marnat	marnat	NOUN
sc-1117	260	7	,	,	PUNCT
sc-1117	260	8	g.	g.	PROPN
sc-1117	260	9	(	(	PUNCT
sc-1117	260	10	2009	2009	NUM
sc-1117	260	11	)	)	PUNCT
sc-1117	260	12	.	.	PUNCT
sc-1117	261	1	handbook	handbook	NOUN
sc-1117	261	2	of	of	ADP
sc-1117	261	3	psychological	psychological	ADJ
sc-1117	261	4	assessment	assessment	NOUN
sc-1117	261	5	.	.	PUNCT
sc-1117	262	1	john	john	PROPN
sc-1117	262	2	wiley	wiley	PROPN
sc-1117	262	3	&	&	CCONJ
sc-1117	262	4	sons	son	NOUN
sc-1117	262	5	.	.	PUNCT
sc-1117	263	1	[	[	X
sc-1117	263	2	9	9	NUM
sc-1117	263	3	]	]	SYM
sc-1117	263	4	hu	hu	PROPN
sc-1117	263	5	,	,	PUNCT
sc-1117	263	6	minqing	minqing	ADJ
sc-1117	263	7	and	and	CCONJ
sc-1117	263	8	bing	bing	VERB
sc-1117	263	9	liu	liu	PROPN
sc-1117	263	10	.	.	PUNCT
sc-1117	264	1	2004	2004	NUM
sc-1117	264	2	.	.	PUNCT
sc-1117	265	1	mining	mining	NOUN
sc-1117	265	2	and	and	CCONJ
sc-1117	265	3	summarizing	summarize	VERB
sc-1117	265	4	customer	customer	NOUN
sc-1117	265	5	reviews	review	NOUN
sc-1117	265	6	.	.	PUNCT
sc-1117	266	1	in	in	ADP
sc-1117	266	2	proceedings	proceeding	NOUN
sc-1117	266	3	of	of	ADP
sc-1117	266	4	acm	acm	PROPN
sc-1117	266	5	sigkdd	sigkdd	NOUN
sc-1117	266	6	international	international	ADJ
sc-1117	266	7	conference	conference	NOUN
sc-1117	266	8	on	on	ADP
sc-1117	266	9	knowledge	knowledge	NOUN
sc-1117	266	10	discovery	discovery	PROPN
sc-1117	266	11	and	and	CCONJ
sc-1117	266	12	data	datum	NOUN
sc-1117	266	13	mining	mining	NOUN
sc-1117	266	14	(	(	PUNCT
sc-1117	266	15	kdd-2004	kdd-2004	NOUN
sc-1117	266	16	)	)	PUNCT
sc-1117	266	17	.	.	PUNCT
sc-1117	267	1	[	[	X
sc-1117	267	2	10	10	NUM
sc-1117	267	3	]	]	X
sc-1117	267	4	liu	liu	PROPN
sc-1117	267	5	,	,	PUNCT
sc-1117	267	6	b.	b.	PROPN
sc-1117	267	7	(	(	PUNCT
sc-1117	267	8	2017	2017	NUM
sc-1117	267	9	)	)	PUNCT
sc-1117	267	10	.	.	PUNCT
sc-1117	268	1	many	many	ADJ
sc-1117	268	2	facets	facet	NOUN
sc-1117	268	3	of	of	ADP
sc-1117	268	4	sentiment	sentiment	NOUN
sc-1117	268	5	analysis	analysis	NOUN
sc-1117	268	6	.	.	PUNCT
sc-1117	269	1	in	in	ADP
sc-1117	269	2	a	a	DET
sc-1117	269	3	practical	practical	ADJ
sc-1117	269	4	guide	guide	NOUN
sc-1117	269	5	to	to	PART
sc-1117	269	6	sentiment	sentiment	VERB
sc-1117	269	7	analysis	analysis	NOUN
sc-1117	269	8	(	(	PUNCT
sc-1117	269	9	pp	pp	ADJ
sc-1117	269	10	.	.	PUNCT
sc-1117	270	1	11	11	NUM
sc-1117	270	2	-	-	SYM
sc-1117	270	3	39	39	NUM
sc-1117	270	4	)	)	PUNCT
sc-1117	270	5	.	.	PUNCT
sc-1117	271	1	springer	springer	NOUN
sc-1117	271	2	,	,	PUNCT
sc-1117	271	3	cham	cham	PROPN
sc-1117	271	4	.	.	PUNCT
sc-1117	272	1	[	[	X
sc-1117	272	2	11	11	NUM
sc-1117	272	3	]	]	SYM
sc-1117	272	4	medhat	medhat	PROPN
sc-1117	272	5	,	,	PUNCT
sc-1117	272	6	w.	w.	PROPN
sc-1117	272	7	,	,	PUNCT
sc-1117	272	8	hassan	hassan	PROPN
sc-1117	272	9	,	,	PUNCT
sc-1117	272	10	a.	a.	PROPN
sc-1117	272	11	,	,	PUNCT
sc-1117	272	12	&	&	CCONJ
sc-1117	272	13	korashy	korashy	PROPN
sc-1117	272	14	,	,	PUNCT
sc-1117	272	15	h.	h.	PROPN
sc-1117	272	16	(	(	PUNCT
sc-1117	272	17	2014	2014	NUM
sc-1117	272	18	)	)	PUNCT
sc-1117	272	19	.	.	PUNCT
sc-1117	273	1	sentiment	sentiment	NOUN
sc-1117	273	2	analysis	analysis	NOUN
sc-1117	273	3	algorithms	algorithm	NOUN
sc-1117	273	4	and	and	CCONJ
sc-1117	273	5	applications	application	NOUN
sc-1117	273	6	:	:	PUNCT
sc-1117	273	7	a	a	DET
sc-1117	273	8	survey	survey	NOUN
sc-1117	273	9	.	.	PUNCT
sc-1117	274	1	ain	ain	PROPN
sc-1117	274	2	shams	sham	VERB
sc-1117	274	3	engineering	engineering	NOUN
sc-1117	274	4	journal	journal	NOUN
sc-1117	274	5	,	,	PUNCT
sc-1117	274	6	5(4	5(4	NUM
sc-1117	274	7	)	)	PUNCT
sc-1117	274	8	,	,	PUNCT
sc-1117	274	9	1093	1093	NUM
sc-1117	274	10	-	-	SYM
sc-1117	274	11	1113	1113	NUM
sc-1117	274	12	.	.	PUNCT
sc-1117	275	1	[	[	X
sc-1117	275	2	12	12	NUM
sc-1117	275	3	]	]	X
sc-1117	275	4	meyer	meyer	PROPN
sc-1117	275	5	,	,	PUNCT
sc-1117	275	6	o.	o.	PROPN
sc-1117	275	7	l.	l.	PROPN
sc-1117	275	8	,	,	PUNCT
sc-1117	275	9	castro	castro	PROPN
sc-1117	275	10	-	-	PUNCT
sc-1117	275	11	schilo	schilo	PROPN
sc-1117	275	12	,	,	PUNCT
sc-1117	275	13	l.	l.	PROPN
sc-1117	275	14	,	,	PUNCT
sc-1117	275	15	&	&	CCONJ
sc-1117	275	16	aguilar	aguilar	PROPN
sc-1117	275	17	-	-	PUNCT
sc-1117	275	18	gaxiola	gaxiola	PROPN
sc-1117	275	19	,	,	PUNCT
sc-1117	275	20	s.	s.	PROPN
sc-1117	275	21	(	(	PUNCT
sc-1117	275	22	2014	2014	NUM
sc-1117	275	23	)	)	PUNCT
sc-1117	275	24	.	.	PUNCT
sc-1117	276	1	determinants	determinant	NOUN
sc-1117	276	2	of	of	ADP
sc-1117	276	3	mental	mental	ADJ
sc-1117	276	4	health	health	NOUN
sc-1117	276	5	and	and	CCONJ
sc-1117	276	6	self	self	NOUN
sc-1117	276	7	-	-	PUNCT
sc-1117	276	8	rated	rate	VERB
sc-1117	276	9	health	health	NOUN
sc-1117	276	10	:	:	PUNCT
sc-1117	276	11	a	a	DET
sc-1117	276	12	model	model	NOUN
sc-1117	276	13	of	of	ADP
sc-1117	276	14	socioeconomic	socioeconomic	ADJ
sc-1117	276	15	status	status	NOUN
sc-1117	276	16	,	,	PUNCT
sc-1117	276	17	neighborhood	neighborhood	NOUN
sc-1117	276	18	safety	safety	NOUN
sc-1117	276	19	,	,	PUNCT
sc-1117	276	20	and	and	CCONJ
sc-1117	276	21	physical	physical	ADJ
sc-1117	276	22	activity	activity	NOUN
sc-1117	276	23	.	.	PUNCT
sc-1117	277	1	american	american	PROPN
sc-1117	277	2	journal	journal	PROPN
sc-1117	277	3	of	of	ADP
sc-1117	277	4	public	public	ADJ
sc-1117	277	5	health	health	NOUN
sc-1117	277	6	,	,	PUNCT
sc-1117	277	7	104(9	104(9	NUM
sc-1117	277	8	)	)	PUNCT
sc-1117	277	9	,	,	PUNCT
sc-1117	277	10	1734	1734	NUM
sc-1117	277	11	-	-	SYM
sc-1117	277	12	1741	1741	NUM
sc-1117	277	13	.	.	PUNCT
sc-1117	278	1	[	[	X
sc-1117	278	2	13	13	NUM
sc-1117	278	3	]	]	SYM
sc-1117	278	4	moujahid	moujahid	NOUN
sc-1117	278	5	,	,	PUNCT
sc-1117	278	6	a.	a.	NOUN
sc-1117	278	7	(	(	PUNCT
sc-1117	278	8	2016	2016	NUM
sc-1117	278	9	)	)	PUNCT
sc-1117	278	10	.	.	PUNCT
sc-1117	279	1	a	a	DET
sc-1117	279	2	practical	practical	ADJ
sc-1117	279	3	introduction	introduction	NOUN
sc-1117	279	4	to	to	ADP
sc-1117	279	5	deep	deep	ADJ
sc-1117	279	6	learning	learning	NOUN
sc-1117	279	7	with	with	ADP
sc-1117	279	8	caffe	caffe	NOUN
sc-1117	279	9	and	and	CCONJ
sc-1117	279	10	python	python	NOUN
sc-1117	279	11	.	.	PUNCT
sc-1117	279	12	retrieved	retrieve	VERB
sc-1117	279	13	[	[	X
sc-1117	279	14	14	14	NUM
sc-1117	279	15	]	]	SYM
sc-1117	279	16	february	february	PROPN
sc-1117	279	17	,	,	PUNCT
sc-1117	279	18	19	19	NUM
sc-1117	279	19	,	,	PUNCT
sc-1117	279	20	2018	2018	NUM
sc-1117	279	21	.	.	PUNCT
sc-1117	280	1	[	[	X
sc-1117	280	2	15	15	NUM
sc-1117	280	3	]	]	X
sc-1117	280	4	plutchik	plutchik	NOUN
sc-1117	280	5	,	,	PUNCT
sc-1117	280	6	r.	r.	PROPN
sc-1117	280	7	,	,	PUNCT
sc-1117	280	8	&	&	CCONJ
sc-1117	280	9	kellerman	kellerman	PROPN
sc-1117	280	10	,	,	PUNCT
sc-1117	280	11	h.	h.	PROPN
sc-1117	280	12	(	(	PUNCT
sc-1117	280	13	eds	eds	PROPN
sc-1117	280	14	.	.	PUNCT
sc-1117	280	15	)	)	PUNCT
sc-1117	280	16	.	.	PUNCT
sc-1117	281	1	(	(	PUNCT
sc-1117	281	2	2013	2013	NUM
sc-1117	281	3	)	)	PUNCT
sc-1117	281	4	.	.	PUNCT
sc-1117	282	1	theories	theory	NOUN
sc-1117	282	2	of	of	ADP
sc-1117	282	3	emotion	emotion	NOUN
sc-1117	282	4	(	(	PUNCT
sc-1117	282	5	vol	vol	NOUN
sc-1117	282	6	.	.	NOUN
sc-1117	282	7	1	1	NUM
sc-1117	282	8	)	)	PUNCT
sc-1117	282	9	.	.	PUNCT
sc-1117	283	1	academic	academic	ADJ
sc-1117	283	2	press	press	NOUN
sc-1117	283	3	.	.	PUNCT
sc-1117	284	1	[	[	X
sc-1117	284	2	16	16	NUM
sc-1117	284	3	]	]	X
sc-1117	284	4	qiu	qiu	PROPN
sc-1117	284	5	,	,	PUNCT
sc-1117	284	6	g.	g.	PROPN
sc-1117	284	7	,	,	PUNCT
sc-1117	284	8	liu	liu	PROPN
sc-1117	284	9	,	,	PUNCT
sc-1117	284	10	b.	b.	PROPN
sc-1117	284	11	,	,	PUNCT
sc-1117	284	12	bu	bu	PROPN
sc-1117	284	13	,	,	PUNCT
sc-1117	284	14	j.	j.	PROPN
sc-1117	284	15	,	,	PUNCT
sc-1117	284	16	&	&	CCONJ
sc-1117	284	17	chen	chen	PROPN
sc-1117	284	18	,	,	PUNCT
sc-1117	284	19	c.	c.	PROPN
sc-1117	284	20	(	(	PUNCT
sc-1117	284	21	2011	2011	NUM
sc-1117	284	22	)	)	PUNCT
sc-1117	284	23	.	.	PUNCT
sc-1117	285	1	opinion	opinion	NOUN
sc-1117	285	2	word	word	NOUN
sc-1117	285	3	expansion	expansion	NOUN
sc-1117	285	4	and	and	CCONJ
sc-1117	285	5	target	target	NOUN
sc-1117	285	6	extraction	extraction	NOUN
sc-1117	285	7	through	through	ADP
sc-1117	285	8	double	double	ADJ
sc-1117	285	9	propagation	propagation	NOUN
sc-1117	285	10	.	.	PUNCT
sc-1117	286	1	computational	computational	ADJ
sc-1117	286	2	linguistics	linguistic	NOUN
sc-1117	286	3	,	,	PUNCT
sc-1117	286	4	37(1	37(1	NUM
sc-1117	286	5	)	)	PUNCT
sc-1117	286	6	,	,	PUNCT
sc-1117	286	7	9	9	NUM
sc-1117	286	8	-	-	SYM
sc-1117	286	9	27	27	NUM
sc-1117	286	10	.	.	PUNCT
sc-1117	287	1	[	[	X
sc-1117	287	2	17	17	NUM
sc-1117	287	3	]	]	X
sc-1117	287	4	zhuang	zhuang	PROPN
sc-1117	287	5	,	,	PUNCT
sc-1117	287	6	l.	l.	PROPN
sc-1117	287	7	,	,	PUNCT
sc-1117	287	8	jing	jing	PROPN
sc-1117	287	9	,	,	PUNCT
sc-1117	287	10	f.	f.	PROPN
sc-1117	287	11	,	,	PUNCT
sc-1117	287	12	&	&	CCONJ
sc-1117	287	13	zhu	zhu	PROPN
sc-1117	287	14	,	,	PUNCT
sc-1117	287	15	x.	x.	PROPN
sc-1117	287	16	y.	y.	PROPN
sc-1117	287	17	(	(	PUNCT
sc-1117	287	18	2006	2006	NUM
sc-1117	287	19	,	,	PUNCT
sc-1117	287	20	november	november	PROPN
sc-1117	287	21	)	)	PUNCT
sc-1117	287	22	.	.	PUNCT
sc-1117	288	1	movie	movie	NOUN
sc-1117	288	2	review	review	NOUN
sc-1117	288	3	mining	mining	NOUN
sc-1117	288	4	and	and	CCONJ
sc-1117	288	5	summarization	summarization	NOUN
sc-1117	288	6	.	.	PUNCT
sc-1117	289	1	in	in	ADP
sc-1117	289	2	proceedings	proceeding	NOUN
sc-1117	289	3	of	of	ADP
sc-1117	289	4	the	the	DET
sc-1117	289	5	15th	15th	PROPN
sc-1117	289	6	acm	acm	PROPN
sc-1117	289	7	international	international	ADJ
sc-1117	289	8	conference	conference	NOUN
sc-1117	289	9	on	on	ADP
sc-1117	289	10	information	information	NOUN
sc-1117	289	11	and	and	CCONJ
sc-1117	289	12	knowledge	knowledge	NOUN
sc-1117	289	13	management	management	NOUN
sc-1117	289	14	(	(	PUNCT
sc-1117	289	15	pp	pp	ADJ
sc-1117	289	16	.	.	PUNCT
sc-1117	290	1	43	43	NUM
sc-1117	290	2	-	-	SYM
sc-1117	290	3	50	50	NUM
sc-1117	290	4	)	)	PUNCT
sc-1117	290	5	.	.	PUNCT
sc-1117	291	1	acm	acm	PROPN
sc-1117	291	2	.	.	PUNCT
sc-1117	292	1	sweta	sweta	PROPN
sc-1117	292	2	saraff	saraff	PROPN
sc-1117	292	3	et	et	PROPN
sc-1117	292	4	al	al	PROPN
sc-1117	292	5	.	.	PUNCT
sc-1117	293	1	eai	eai	PROPN
sc-1117	293	2	endorsed	endorse	VERB
sc-1117	293	3	transactions	transaction	NOUN
sc-1117	293	4	on	on	ADP
sc-1117	293	5	smart	smart	ADJ
sc-1117	293	6	cities	city	NOUN
sc-1117	293	7	08	08	NUM
sc-1117	293	8	2020	2020	NUM
sc-1117	293	9	01	01	NUM
sc-1117	293	10	2021	2021	NUM
sc-1117	293	11	|	|	ADV
sc-1117	293	12	volume	volume	NOUN
sc-1117	293	13	5	5	NUM
sc-1117	293	14	|	|	ADV
sc-1117	293	15	issue	issue	VERB
sc-1117	293	16	13	13	NUM
sc-1117	293	17	|	|	NOUN
sc-1117	293	18	e4	e4	PROPN