id	sid	tid	token	lemma	pos
cana-1538	1	1	communications	communication	NOUN
cana-1538	1	2	on	on	ADP
cana-1538	1	3	applied	apply	VERB
cana-1538	1	4	nonlinear	nonlinear	ADJ
cana-1538	1	5	analysis	analysis	NOUN
cana-1538	1	6	issn	issn	NOUN
cana-1538	1	7	:	:	PUNCT
cana-1538	1	8	1074	1074	NUM
cana-1538	1	9	-	-	PUNCT
cana-1538	1	10	133x	133x	NUM
cana-1538	1	11	vol	vol	NOUN
cana-1538	1	12	31	31	NUM
cana-1538	1	13	no	no	NOUN
cana-1538	1	14	.	.	PUNCT
cana-1538	2	1	8s	8s	PROPN
cana-1538	2	2	(	(	PUNCT
cana-1538	2	3	2024	2024	NUM
cana-1538	2	4	)	)	PUNCT
cana-1538	2	5	459	459	NUM
cana-1538	2	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1538	2	7	empowering	empower	VERB
cana-1538	2	8	customer	customer	NOUN
cana-1538	2	9	feedback	feedback	NOUN
cana-1538	2	10	analysis	analysis	NOUN
cana-1538	2	11	through	through	ADP
cana-1538	2	12	lstm	lstm	NOUN
cana-1538	2	13	-	-	PUNCT
cana-1538	2	14	enhanced	enhance	VERB
cana-1538	2	15	natural	natural	ADJ
cana-1538	2	16	language	language	NOUN
cana-1538	2	17	processing	processing	NOUN
cana-1538	2	18	on	on	ADP
cana-1538	2	19	audio	audio	ADJ
cana-1538	2	20	recordings	recording	NOUN
cana-1538	2	21	sapna	sapna	VERB
cana-1538	2	22	sharma1	sharma1	PROPN
cana-1538	2	23	,	,	PUNCT
cana-1538	2	24	manisha	manisha	PROPN
cana-1538	2	25	vashisht2	vashisht2	VERB
cana-1538	2	26	1computer	1computer	NUM
cana-1538	2	27	science	science	NOUN
cana-1538	2	28	and	and	CCONJ
cana-1538	2	29	engineering	engineering	NOUN
cana-1538	2	30	lingayas	lingayas	PROPN
cana-1538	2	31	’s	’s	PART
cana-1538	2	32	vidhyapeeth	vidhyapeeth	PROPN
cana-1538	2	33	faridabad	faridabad	PROPN
cana-1538	2	34	,	,	PUNCT
cana-1538	2	35	india	india	PROPN
cana-1538	2	36	sharmagsapna@gmail.com	sharmagsapna@gmail.com	PROPN
cana-1538	3	1	2computer	2computer	NUM
cana-1538	3	2	science	science	NOUN
cana-1538	3	3	and	and	CCONJ
cana-1538	3	4	engineering	engineering	NOUN
cana-1538	3	5	lingayas	lingayas	PROPN
cana-1538	3	6	’s	’s	PART
cana-1538	3	7	vidhyapeeth	vidhyapeeth	PROPN
cana-1538	3	8	faridabad	faridabad	PROPN
cana-1538	3	9	,	,	PUNCT
cana-1538	3	10	india	india	PROPN
cana-1538	3	11	manishavashisht@lingayasvidhyapeeth.edu.in	manishavashisht@lingayasvidhyapeeth.edu.in	PROPN
cana-1538	3	12	article	article	NOUN
cana-1538	3	13	history	history	NOUN
cana-1538	3	14	:	:	PUNCT
cana-1538	3	15	received	receive	VERB
cana-1538	3	16	:	:	PUNCT
cana-1538	3	17	08	08	NUM
cana-1538	3	18	-	-	PUNCT
cana-1538	3	19	05	05	NUM
cana-1538	3	20	-	-	PUNCT
cana-1538	3	21	2024	2024	NUM
cana-1538	3	22	revised	revise	VERB
cana-1538	3	23	:	:	PUNCT
cana-1538	3	24	28	28	NUM
cana-1538	3	25	-	-	SYM
cana-1538	3	26	06	06	NUM
cana-1538	3	27	-	-	PUNCT
cana-1538	3	28	2024	2024	NUM
cana-1538	3	29	accepted	accept	VERB
cana-1538	3	30	:	:	PUNCT
cana-1538	3	31	10	10	NUM
cana-1538	3	32	-	-	SYM
cana-1538	3	33	07	07	NUM
cana-1538	3	34	-	-	PUNCT
cana-1538	3	35	2024	2024	NUM
cana-1538	3	36	abstract	abstract	ADJ
cana-1538	3	37	social	social	ADJ
cana-1538	3	38	media	medium	NOUN
cana-1538	3	39	platforms	platform	NOUN
cana-1538	3	40	such	such	ADJ
cana-1538	3	41	as	as	ADP
cana-1538	3	42	twitter	twitter	NOUN
cana-1538	3	43	,	,	PUNCT
cana-1538	3	44	facebook	facebook	NOUN
cana-1538	3	45	,	,	PUNCT
cana-1538	3	46	blogs	blog	NOUN
cana-1538	3	47	and	and	CCONJ
cana-1538	3	48	others	other	NOUN
cana-1538	3	49	act	act	VERB
cana-1538	3	50	as	as	ADP
cana-1538	3	51	huge	huge	ADJ
cana-1538	3	52	repositories	repository	NOUN
cana-1538	3	53	of	of	ADP
cana-1538	3	54	global	global	ADJ
cana-1538	3	55	information	information	NOUN
cana-1538	3	56	,	,	PUNCT
cana-1538	3	57	contributing	contribute	VERB
cana-1538	3	58	to	to	ADP
cana-1538	3	59	the	the	DET
cana-1538	3	60	increase	increase	NOUN
cana-1538	3	61	in	in	ADP
cana-1538	3	62	the	the	DET
cana-1538	3	63	amount	amount	NOUN
cana-1538	3	64	of	of	ADP
cana-1538	3	65	data	datum	NOUN
cana-1538	3	66	including	include	VERB
cana-1538	3	67	images	image	NOUN
cana-1538	3	68	/	/	SYM
cana-1538	3	69	video	video	NOUN
cana-1538	3	70	,	,	PUNCT
cana-1538	3	71	sound	sound	NOUN
cana-1538	3	72	and	and	CCONJ
cana-1538	3	73	text	text	NOUN
cana-1538	3	74	due	due	ADP
cana-1538	3	75	to	to	ADP
cana-1538	3	76	the	the	DET
cana-1538	3	77	consumption	consumption	NOUN
cana-1538	3	78	of	of	ADP
cana-1538	3	79	social	social	ADJ
cana-1538	3	80	media	medium	NOUN
cana-1538	3	81	and	and	CCONJ
cana-1538	3	82	ecommerce	ecommerce	NOUN
cana-1538	3	83	websites	website	NOUN
cana-1538	3	84	for	for	ADP
cana-1538	3	85	large	large	ADJ
cana-1538	3	86	application	application	NOUN
cana-1538	3	87	despite	despite	SCONJ
cana-1538	3	88	the	the	DET
cana-1538	3	89	proposed	propose	VERB
cana-1538	3	90	techniques	technique	NOUN
cana-1538	3	91	,	,	PUNCT
cana-1538	3	92	challenges	challenge	NOUN
cana-1538	3	93	remain	remain	VERB
cana-1538	3	94	,	,	PUNCT
cana-1538	3	95	especially	especially	ADV
cana-1538	3	96	in	in	ADP
cana-1538	3	97	managing	manage	VERB
cana-1538	3	98	large	large	ADJ
cana-1538	3	99	volumes	volume	NOUN
cana-1538	3	100	of	of	ADP
cana-1538	3	101	audio	audio	ADJ
cana-1538	3	102	recordings	recording	NOUN
cana-1538	3	103	.	.	PUNCT
cana-1538	4	1	the	the	DET
cana-1538	4	2	on	on	ADP
cana-1538	4	3	-	-	PUNCT
cana-1538	4	4	going	go	VERB
cana-1538	4	5	challenge	challenge	NOUN
cana-1538	4	6	of	of	ADP
cana-1538	4	7	accurate	accurate	ADJ
cana-1538	4	8	polarity	polarity	NOUN
cana-1538	4	9	detection	detection	NOUN
cana-1538	4	10	in	in	ADP
cana-1538	4	11	consumer	consumer	NOUN
cana-1538	4	12	surveys	survey	NOUN
cana-1538	4	13	is	be	AUX
cana-1538	4	14	complicated	complicate	VERB
cana-1538	4	15	by	by	ADP
cana-1538	4	16	extracting	extract	VERB
cana-1538	4	17	accurate	accurate	ADJ
cana-1538	4	18	meaning	meaning	NOUN
cana-1538	4	19	from	from	ADP
cana-1538	4	20	audio	audio	ADJ
cana-1538	4	21	data	datum	NOUN
cana-1538	4	22	including	include	VERB
cana-1538	4	23	surveys	survey	NOUN
cana-1538	4	24	,	,	PUNCT
cana-1538	4	25	voice	voice	NOUN
cana-1538	4	26	messages	message	NOUN
cana-1538	4	27	,	,	PUNCT
cana-1538	4	28	comments	comment	NOUN
cana-1538	4	29	,	,	PUNCT
cana-1538	4	30	tweets	tweet	NOUN
cana-1538	4	31	,	,	PUNCT
cana-1538	4	32	and	and	CCONJ
cana-1538	4	33	posts	post	NOUN
cana-1538	4	34	,	,	PUNCT
cana-1538	4	35	which	which	PRON
cana-1538	4	36	has	have	VERB
cana-1538	4	37	to	to	PART
cana-1538	4	38	do	do	VERB
cana-1538	4	39	with	with	ADP
cana-1538	4	40	sentiment	sentiment	NOUN
cana-1538	4	41	analysis	analysis	NOUN
cana-1538	4	42	matching	match	VERB
cana-1538	4	43	audio	audio	ADJ
cana-1538	4	44	data	datum	NOUN
cana-1538	4	45	the	the	DET
cana-1538	4	46	method	method	NOUN
cana-1538	4	47	includes	include	VERB
cana-1538	4	48	data	datum	NOUN
cana-1538	4	49	collection	collection	NOUN
cana-1538	4	50	,	,	PUNCT
cana-1538	4	51	pre	pre	ADJ
cana-1538	4	52	-	-	ADJ
cana-1538	4	53	processing	processing	ADJ
cana-1538	4	54	,	,	PUNCT
cana-1538	4	55	feature	feature	NOUN
cana-1538	4	56	coding	coding	NOUN
cana-1538	4	57	,	,	PUNCT
cana-1538	4	58	and	and	CCONJ
cana-1538	4	59	segmentation	segmentation	NOUN
cana-1538	4	60	steps	step	NOUN
cana-1538	4	61	.	.	PUNCT
cana-1538	5	1	the	the	DET
cana-1538	5	2	importance	importance	NOUN
cana-1538	5	3	of	of	ADP
cana-1538	5	4	appropriate	appropriate	ADJ
cana-1538	5	5	data	datum	NOUN
cana-1538	5	6	collection	collection	NOUN
cana-1538	5	7	,	,	PUNCT
cana-1538	5	8	pre	pre	ADJ
cana-1538	5	9	-	-	ADJ
cana-1538	5	10	processing	processing	ADJ
cana-1538	5	11	,	,	PUNCT
cana-1538	5	12	and	and	CCONJ
cana-1538	5	13	classification	classification	NOUN
cana-1538	5	14	analysis	analysis	NOUN
cana-1538	5	15	is	be	AUX
cana-1538	5	16	emphasized	emphasize	VERB
cana-1538	5	17	when	when	SCONJ
cana-1538	5	18	interpreting	interpret	VERB
cana-1538	5	19	such	such	ADJ
cana-1538	5	20	data	datum	NOUN
cana-1538	5	21	.	.	PUNCT
cana-1538	6	1	audio	audio	ADJ
cana-1538	6	2	datasets	dataset	NOUN
cana-1538	6	3	were	be	AUX
cana-1538	6	4	used	use	VERB
cana-1538	6	5	to	to	PART
cana-1538	6	6	evaluate	evaluate	VERB
cana-1538	6	7	the	the	DET
cana-1538	6	8	effectiveness	effectiveness	NOUN
cana-1538	6	9	of	of	ADP
cana-1538	6	10	the	the	DET
cana-1538	6	11	proposed	propose	VERB
cana-1538	6	12	models	model	NOUN
cana-1538	6	13	.	.	PUNCT
cana-1538	7	1	the	the	DET
cana-1538	7	2	proposed	propose	VERB
cana-1538	7	3	sensitivity	sensitivity	NOUN
cana-1538	7	4	prediction	prediction	NOUN
cana-1538	7	5	method	method	NOUN
cana-1538	7	6	exhibits	exhibit	VERB
cana-1538	7	7	superior	superior	ADJ
cana-1538	7	8	or	or	CCONJ
cana-1538	7	9	comparable	comparable	ADJ
cana-1538	7	10	results	result	NOUN
cana-1538	7	11	with	with	ADP
cana-1538	7	12	reduced	reduced	ADJ
cana-1538	7	13	computational	computational	ADJ
cana-1538	7	14	complexity	complexity	NOUN
cana-1538	7	15	.	.	PUNCT
cana-1538	8	1	the	the	DET
cana-1538	8	2	results	result	NOUN
cana-1538	8	3	not	not	PART
cana-1538	8	4	only	only	ADV
cana-1538	8	5	highlight	highlight	VERB
cana-1538	8	6	the	the	DET
cana-1538	8	7	critical	critical	ADJ
cana-1538	8	8	importance	importance	NOUN
cana-1538	8	9	of	of	ADP
cana-1538	8	10	sentiment	sentiment	NOUN
cana-1538	8	11	analysis	analysis	NOUN
cana-1538	8	12	in	in	ADP
cana-1538	8	13	deriving	derive	VERB
cana-1538	8	14	meaningful	meaningful	ADJ
cana-1538	8	15	insights	insight	NOUN
cana-1538	8	16	from	from	ADP
cana-1538	8	17	audio	audio	ADJ
cana-1538	8	18	data	datum	NOUN
cana-1538	8	19	in	in	ADP
cana-1538	8	20	consumer	consumer	NOUN
cana-1538	8	21	research	research	NOUN
cana-1538	8	22	and	and	CCONJ
cana-1538	8	23	social	social	ADJ
cana-1538	8	24	media	medium	NOUN
cana-1538	8	25	but	but	CCONJ
cana-1538	8	26	also	also	ADV
cana-1538	8	27	explore	explore	VERB
cana-1538	8	28	the	the	DET
cana-1538	8	29	integration	integration	NOUN
cana-1538	8	30	of	of	ADP
cana-1538	8	31	lstm	lstm	ADJ
cana-1538	8	32	algorithms	algorithm	NOUN
cana-1538	8	33	with	with	ADP
cana-1538	8	34	captured	capture	VERB
cana-1538	8	35	audio	audio	NOUN
cana-1538	8	36	into	into	ADP
cana-1538	8	37	a	a	DET
cana-1538	8	38	rope	rope	NOUN
cana-1538	8	39	,	,	PUNCT
cana-1538	8	40	thus	thus	ADV
cana-1538	8	41	initiating	initiate	VERB
cana-1538	8	42	a	a	DET
cana-1538	8	43	new	new	ADJ
cana-1538	8	44	phase	phase	NOUN
cana-1538	8	45	of	of	ADP
cana-1538	8	46	sensory	sensory	ADJ
cana-1538	8	47	analysis	analysis	NOUN
cana-1538	8	48	research	research	NOUN
cana-1538	8	49	.	.	PUNCT
cana-1538	9	1	furthermore	furthermore	ADV
cana-1538	9	2	,	,	PUNCT
cana-1538	9	3	accuracy	accuracy	NOUN
cana-1538	9	4	rates	rate	NOUN
cana-1538	9	5	were	be	AUX
cana-1538	9	6	examined	examine	VERB
cana-1538	9	7	for	for	ADP
cana-1538	9	8	sensitivity	sensitivity	NOUN
cana-1538	9	9	analysis	analysis	NOUN
cana-1538	9	10	in	in	ADP
cana-1538	9	11	diversity	diversity	NOUN
cana-1538	9	12	data	datum	NOUN
cana-1538	9	13	sets	set	NOUN
cana-1538	9	14	.	.	PUNCT
cana-1538	10	1	the	the	DET
cana-1538	10	2	amazon	amazon	NOUN
cana-1538	10	3	fine	fine	ADJ
cana-1538	10	4	food	food	NOUN
cana-1538	10	5	dataset	dataset	NOUN
cana-1538	10	6	achieved	achieve	VERB
cana-1538	10	7	98.5	98.5	NUM
cana-1538	10	8	%	%	NOUN
cana-1538	10	9	accuracy	accuracy	NOUN
cana-1538	10	10	,	,	PUNCT
cana-1538	10	11	while	while	SCONJ
cana-1538	10	12	the	the	DET
cana-1538	10	13	phones	phone	NOUN
cana-1538	10	14	&	&	CCONJ
cana-1538	10	15	accessories	accessory	NOUN
cana-1538	10	16	dataset	dataset	NOUN
cana-1538	10	17	achieved	achieve	VERB
cana-1538	10	18	98	98	NUM
cana-1538	10	19	%	%	NOUN
cana-1538	10	20	accuracy	accuracy	NOUN
cana-1538	10	21	.	.	PUNCT
cana-1538	11	1	additionally	additionally	ADV
cana-1538	11	2	,	,	PUNCT
cana-1538	11	3	the	the	DET
cana-1538	11	4	amazon	amazon	NOUN
cana-1538	11	5	product	product	NOUN
cana-1538	11	6	dataset	dataset	NOUN
cana-1538	11	7	achieved	achieve	VERB
cana-1538	11	8	96	96	NUM
cana-1538	11	9	%	%	NOUN
cana-1538	11	10	accuracy	accuracy	NOUN
cana-1538	11	11	.	.	PUNCT
cana-1538	12	1	these	these	DET
cana-1538	12	2	high	high	ADJ
cana-1538	12	3	accuracy	accuracy	NOUN
cana-1538	12	4	rates	rate	NOUN
cana-1538	12	5	highlight	highlight	VERB
cana-1538	12	6	the	the	DET
cana-1538	12	7	effectiveness	effectiveness	NOUN
cana-1538	12	8	of	of	ADP
cana-1538	12	9	the	the	DET
cana-1538	12	10	sensitivity	sensitivity	NOUN
cana-1538	12	11	analysis	analysis	NOUN
cana-1538	12	12	methodology	methodology	NOUN
cana-1538	12	13	used	use	VERB
cana-1538	12	14	,	,	PUNCT
cana-1538	12	15	especially	especially	ADV
cana-1538	12	16	in	in	ADP
cana-1538	12	17	reviewing	review	VERB
cana-1538	12	18	various	various	ADJ
cana-1538	12	19	items	item	NOUN
cana-1538	12	20	.	.	PUNCT
cana-1538	13	1	keywords	keyword	NOUN
cana-1538	13	2	:	:	PUNCT
cana-1538	13	3	natural	natural	ADJ
cana-1538	13	4	language	language	NOUN
cana-1538	13	5	processing	processing	NOUN
cana-1538	13	6	(	(	PUNCT
cana-1538	13	7	nlp	nlp	NOUN
cana-1538	13	8	)	)	PUNCT
cana-1538	13	9	,	,	PUNCT
cana-1538	13	10	audio	audio	NOUN
cana-1538	13	11	recordings	recording	NOUN
cana-1538	13	12	,	,	PUNCT
cana-1538	13	13	customer	customer	NOUN
cana-1538	13	14	,	,	PUNCT
cana-1538	13	15	audio	audio	ADJ
cana-1538	13	16	feedback	feedback	NOUN
cana-1538	13	17	,	,	PUNCT
cana-1538	13	18	long	long	ADJ
cana-1538	13	19	short	short	ADJ
cana-1538	13	20	-	-	PUNCT
cana-1538	13	21	term	term	NOUN
cana-1538	13	22	memory	memory	NOUN
cana-1538	13	23	(	(	PUNCT
cana-1538	13	24	lstm	lstm	NOUN
cana-1538	13	25	)	)	PUNCT
cana-1538	13	26	.	.	PUNCT
cana-1538	14	1	1	1	X
cana-1538	14	2	.	.	X
cana-1538	14	3	introduction	introduction	NOUN
cana-1538	14	4	in	in	ADP
cana-1538	14	5	navigating	navigate	VERB
cana-1538	14	6	the	the	DET
cana-1538	14	7	dynamic	dynamic	ADJ
cana-1538	14	8	landscape	landscape	NOUN
cana-1538	14	9	of	of	ADP
cana-1538	14	10	customer	customer	NOUN
cana-1538	14	11	feedback	feedback	NOUN
cana-1538	14	12	analysis	analysis	NOUN
cana-1538	14	13	,	,	PUNCT
cana-1538	14	14	this	this	DET
cana-1538	14	15	research	research	NOUN
cana-1538	14	16	embarks	embark	VERB
cana-1538	14	17	on	on	ADP
cana-1538	14	18	a	a	DET
cana-1538	14	19	comprehensive	comprehensive	ADJ
cana-1538	14	20	exploration	exploration	NOUN
cana-1538	14	21	into	into	ADP
cana-1538	14	22	the	the	DET
cana-1538	14	23	innovative	innovative	ADJ
cana-1538	14	24	domain	domain	NOUN
cana-1538	14	25	of	of	ADP
cana-1538	14	26	silent	silent	ADJ
cana-1538	14	27	feedback	feedback	NOUN
cana-1538	14	28	systems	system	NOUN
cana-1538	14	29	,	,	PUNCT
cana-1538	14	30	strategically	strategically	ADV
cana-1538	14	31	incorporating	incorporate	VERB
cana-1538	14	32	the	the	DET
cana-1538	14	33	capabilities	capability	NOUN
cana-1538	14	34	of	of	ADP
cana-1538	14	35	natural	natural	ADJ
cana-1538	14	36	language	language	NOUN
cana-1538	14	37	processing	processing	NOUN
cana-1538	14	38	(	(	PUNCT
cana-1538	14	39	nlp	nlp	NOUN
cana-1538	14	40	)	)	PUNCT
cana-1538	14	41	applied	apply	VERB
cana-1538	14	42	to	to	ADP
cana-1538	14	43	audio	audio	ADJ
cana-1538	14	44	recordings	recording	NOUN
cana-1538	14	45	[	[	X
cana-1538	14	46	1	1	NUM
cana-1538	14	47	]	]	PUNCT
cana-1538	14	48	.	.	PUNCT
cana-1538	15	1	traditional	traditional	ADJ
cana-1538	15	2	feedback	feedback	NOUN
cana-1538	15	3	mechanisms	mechanism	NOUN
cana-1538	15	4	,	,	PUNCT
cana-1538	15	5	predominantly	predominantly	ADV
cana-1538	15	6	reliant	reliant	ADJ
cana-1538	15	7	on	on	ADP
cana-1538	15	8	explicit	explicit	ADJ
cana-1538	15	9	written	write	VERB
cana-1538	15	10	or	or	CCONJ
cana-1538	15	11	verbal	verbal	ADJ
cana-1538	15	12	communication	communication	NOUN
cana-1538	15	13	,	,	PUNCT
cana-1538	15	14	grapple	grapple	ADJ
cana-1538	15	15	with	with	ADP
cana-1538	15	16	inherent	inherent	ADJ
cana-1538	15	17	limitations	limitation	NOUN
cana-1538	15	18	in	in	ADP
cana-1538	15	19	capturing	capture	VERB
cana-1538	15	20	the	the	DET
cana-1538	15	21	authenticity	authenticity	NOUN
cana-1538	15	22	of	of	ADP
cana-1538	15	23	customer	customer	NOUN
cana-1538	15	24	sentiments	sentiment	NOUN
cana-1538	15	25	.	.	PUNCT
cana-1538	16	1	recognizing	recognize	VERB
cana-1538	16	2	these	these	DET
cana-1538	16	3	challenges	challenge	NOUN
cana-1538	16	4	,	,	PUNCT
cana-1538	16	5	our	our	PRON
cana-1538	16	6	research	research	NOUN
cana-1538	16	7	introduces	introduce	VERB
cana-1538	16	8	a	a	DET
cana-1538	16	9	robust	robust	ADJ
cana-1538	16	10	silent	silent	ADJ
cana-1538	16	11	feedback	feedback	NOUN
cana-1538	16	12	system	system	NOUN
cana-1538	16	13	that	that	PRON
cana-1538	16	14	transcends	transcend	VERB
cana-1538	16	15	conventional	conventional	ADJ
cana-1538	16	16	methods	method	NOUN
cana-1538	16	17	,	,	PUNCT
cana-1538	16	18	empowering	empower	VERB
cana-1538	16	19	customers	customer	NOUN
cana-1538	16	20	to	to	PART
cana-1538	16	21	effortlessly	effortlessly	ADV
cana-1538	16	22	convey	convey	VERB
cana-1538	16	23	their	their	PRON
cana-1538	16	24	thoughts	thought	NOUN
cana-1538	16	25	through	through	ADP
cana-1538	16	26	audio	audio	ADJ
cana-1538	16	27	recordings	recording	NOUN
cana-1538	16	28	.	.	PUNCT
cana-1538	17	1	beyond	beyond	ADP
cana-1538	17	2	revolutionizing	revolutionize	VERB
cana-1538	17	3	the	the	DET
cana-1538	17	4	feedback	feedback	NOUN
cana-1538	17	5	collection	collection	NOUN
cana-1538	17	6	process	process	NOUN
cana-1538	17	7	,	,	PUNCT
cana-1538	17	8	this	this	DET
cana-1538	17	9	proposed	propose	VERB
cana-1538	17	10	mailto:sharmagsapna@gmail.com	mailto:sharmagsapna@gmail.com	PROPN
cana-1538	17	11	communications	communication	NOUN
cana-1538	17	12	on	on	ADP
cana-1538	17	13	applied	apply	VERB
cana-1538	17	14	nonlinear	nonlinear	ADJ
cana-1538	17	15	analysis	analysis	NOUN
cana-1538	17	16	issn	issn	NOUN
cana-1538	17	17	:	:	PUNCT
cana-1538	17	18	1074	1074	NUM
cana-1538	17	19	-	-	PUNCT
cana-1538	17	20	133x	133x	NUM
cana-1538	17	21	vol	vol	NOUN
cana-1538	17	22	31	31	NUM
cana-1538	17	23	no	no	NOUN
cana-1538	17	24	.	.	PUNCT
cana-1538	18	1	8s	8s	PROPN
cana-1538	18	2	(	(	PUNCT
cana-1538	18	3	2024	2024	NUM
cana-1538	18	4	)	)	PUNCT
cana-1538	18	5	460	460	NUM
cana-1538	18	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1538	18	7	system	system	NOUN
cana-1538	18	8	opens	open	VERB
cana-1538	18	9	new	new	ADJ
cana-1538	18	10	avenues	avenue	NOUN
cana-1538	18	11	for	for	ADP
cana-1538	18	12	enhanced	enhanced	ADJ
cana-1538	18	13	customer	customer	NOUN
cana-1538	18	14	insights	insight	NOUN
cana-1538	18	15	,	,	PUNCT
cana-1538	18	16	representing	represent	VERB
cana-1538	18	17	a	a	DET
cana-1538	18	18	paradigm	paradigm	NOUN
cana-1538	18	19	shift	shift	NOUN
cana-1538	18	20	in	in	ADP
cana-1538	18	21	how	how	SCONJ
cana-1538	18	22	businesses	business	NOUN
cana-1538	18	23	perceive	perceive	VERB
cana-1538	18	24	and	and	CCONJ
cana-1538	18	25	respond	respond	VERB
cana-1538	18	26	to	to	ADP
cana-1538	18	27	customer	customer	NOUN
cana-1538	18	28	sentiments	sentiment	NOUN
cana-1538	18	29	[	[	X
cana-1538	18	30	2	2	NUM
cana-1538	18	31	]	]	PUNCT
cana-1538	18	32	.	.	PUNCT
cana-1538	19	1	the	the	DET
cana-1538	19	2	foundational	foundational	ADJ
cana-1538	19	3	objectives	objective	NOUN
cana-1538	19	4	of	of	ADP
cana-1538	19	5	our	our	PRON
cana-1538	19	6	research	research	NOUN
cana-1538	19	7	revolve	revolve	NOUN
cana-1538	19	8	around	around	ADP
cana-1538	19	9	the	the	DET
cana-1538	19	10	design	design	NOUN
cana-1538	19	11	and	and	CCONJ
cana-1538	19	12	development	development	NOUN
cana-1538	19	13	of	of	ADP
cana-1538	19	14	a	a	DET
cana-1538	19	15	systemic	systemic	ADJ
cana-1538	19	16	and	and	CCONJ
cana-1538	19	17	reliable	reliable	ADJ
cana-1538	19	18	silent	silent	ADJ
cana-1538	19	19	feedback	feedback	NOUN
cana-1538	19	20	system	system	NOUN
cana-1538	19	21	,	,	PUNCT
cana-1538	19	22	effectively	effectively	ADV
cana-1538	19	23	transforming	transform	VERB
cana-1538	19	24	audio	audio	ADJ
cana-1538	19	25	recordings	recording	NOUN
cana-1538	19	26	into	into	ADP
cana-1538	19	27	a	a	DET
cana-1538	19	28	rich	rich	ADJ
cana-1538	19	29	source	source	NOUN
cana-1538	19	30	of	of	ADP
cana-1538	19	31	customer	customer	NOUN
cana-1538	19	32	sentiment	sentiment	NOUN
cana-1538	19	33	.	.	PUNCT
cana-1538	20	1	this	this	DET
cana-1538	20	2	transformative	transformative	ADJ
cana-1538	20	3	process	process	NOUN
cana-1538	20	4	involves	involve	VERB
cana-1538	20	5	the	the	DET
cana-1538	20	6	strategic	strategic	ADJ
cana-1538	20	7	integration	integration	NOUN
cana-1538	20	8	of	of	ADP
cana-1538	20	9	advanced	advanced	ADJ
cana-1538	20	10	nlp	nlp	NOUN
cana-1538	20	11	techniques	technique	NOUN
cana-1538	20	12	for	for	ADP
cana-1538	20	13	sentiment	sentiment	NOUN
cana-1538	20	14	analysis	analysis	NOUN
cana-1538	20	15	,	,	PUNCT
cana-1538	20	16	delving	delve	VERB
cana-1538	20	17	into	into	ADP
cana-1538	20	18	the	the	DET
cana-1538	20	19	intricate	intricate	ADJ
cana-1538	20	20	landscape	landscape	NOUN
cana-1538	20	21	of	of	ADP
cana-1538	20	22	positive	positive	ADJ
cana-1538	20	23	and	and	CCONJ
cana-1538	20	24	negative	negative	ADJ
cana-1538	20	25	emotions	emotion	NOUN
cana-1538	20	26	embedded	embed	VERB
cana-1538	20	27	in	in	ADP
cana-1538	20	28	the	the	DET
cana-1538	20	29	unspoken	unspoken	ADJ
cana-1538	20	30	words	word	NOUN
cana-1538	20	31	of	of	ADP
cana-1538	20	32	customers	customer	NOUN
cana-1538	20	33	.	.	PUNCT
cana-1538	21	1	our	our	PRON
cana-1538	21	2	exploration	exploration	NOUN
cana-1538	21	3	extends	extend	VERB
cana-1538	21	4	beyond	beyond	ADP
cana-1538	21	5	sentiment	sentiment	NOUN
cana-1538	21	6	analysis	analysis	NOUN
cana-1538	21	7	,	,	PUNCT
cana-1538	21	8	aiming	aim	VERB
cana-1538	21	9	to	to	PART
cana-1538	21	10	identify	identify	VERB
cana-1538	21	11	specific	specific	ADJ
cana-1538	21	12	aspects	aspect	NOUN
cana-1538	21	13	of	of	ADP
cana-1538	21	14	the	the	DET
cana-1538	21	15	customer	customer	NOUN
cana-1538	21	16	experience	experience	NOUN
cana-1538	21	17	and	and	CCONJ
cana-1538	21	18	facilitating	facilitate	VERB
cana-1538	21	19	a	a	DET
cana-1538	21	20	nuanced	nuanced	ADJ
cana-1538	21	21	understanding	understanding	NOUN
cana-1538	21	22	of	of	ADP
cana-1538	21	23	their	their	PRON
cana-1538	21	24	preferences	preference	NOUN
cana-1538	21	25	and	and	CCONJ
cana-1538	21	26	concerns	concern	NOUN
cana-1538	21	27	.	.	PUNCT
cana-1538	22	1	the	the	DET
cana-1538	22	2	systemic	systemic	ADJ
cana-1538	22	3	methodology	methodology	NOUN
cana-1538	22	4	employed	employ	VERB
cana-1538	22	5	in	in	ADP
cana-1538	22	6	our	our	PRON
cana-1538	22	7	research	research	NOUN
cana-1538	22	8	encompasses	encompass	VERB
cana-1538	22	9	an	an	DET
cana-1538	22	10	extensive	extensive	ADJ
cana-1538	22	11	examination	examination	NOUN
cana-1538	22	12	of	of	ADP
cana-1538	22	13	audio	audio	ADJ
cana-1538	22	14	feedback	feedback	NOUN
cana-1538	22	15	data	datum	NOUN
cana-1538	22	16	,	,	PUNCT
cana-1538	22	17	leveraging	leverage	VERB
cana-1538	22	18	our	our	PRON
cana-1538	22	19	nlp	nlp	NOUN
cana-1538	22	20	-	-	PUNCT
cana-1538	22	21	driven	drive	VERB
cana-1538	22	22	visions	vision	NOUN
cana-1538	22	23	platform	platform	NOUN
cana-1538	22	24	to	to	PART
cana-1538	22	25	not	not	PART
cana-1538	22	26	only	only	ADV
cana-1538	22	27	identify	identify	VERB
cana-1538	22	28	sentiment	sentiment	NOUN
cana-1538	22	29	polarity	polarity	NOUN
cana-1538	22	30	but	but	CCONJ
cana-1538	22	31	also	also	ADV
cana-1538	22	32	to	to	PART
cana-1538	22	33	detect	detect	VERB
cana-1538	22	34	emerging	emerge	VERB
cana-1538	22	35	trends	trend	NOUN
cana-1538	22	36	and	and	CCONJ
cana-1538	22	37	issues	issue	NOUN
cana-1538	22	38	[	[	X
cana-1538	22	39	3	3	NUM
cana-1538	22	40	]	]	PUNCT
cana-1538	22	41	.	.	PUNCT
cana-1538	23	1	in	in	ADP
cana-1538	23	2	stark	stark	ADJ
cana-1538	23	3	contrast	contrast	NOUN
cana-1538	23	4	to	to	ADP
cana-1538	23	5	traditional	traditional	ADJ
cana-1538	23	6	approaches	approach	NOUN
cana-1538	23	7	,	,	PUNCT
cana-1538	23	8	our	our	PRON
cana-1538	23	9	system	system	NOUN
cana-1538	23	10	provides	provide	VERB
cana-1538	23	11	a	a	DET
cana-1538	23	12	comprehensive	comprehensive	ADJ
cana-1538	23	13	analysis	analysis	NOUN
cana-1538	23	14	that	that	PRON
cana-1538	23	15	transcends	transcend	VERB
cana-1538	23	16	sentiment	sentiment	NOUN
cana-1538	23	17	polarity	polarity	NOUN
cana-1538	23	18	,	,	PUNCT
cana-1538	23	19	enabling	enable	VERB
cana-1538	23	20	the	the	DET
cana-1538	23	21	development	development	NOUN
cana-1538	23	22	of	of	ADP
cana-1538	23	23	proactive	proactive	ADJ
cana-1538	23	24	response	response	NOUN
cana-1538	23	25	strategies	strategy	NOUN
cana-1538	23	26	.	.	PUNCT
cana-1538	24	1	the	the	DET
cana-1538	24	2	orchestrated	orchestrated	ADJ
cana-1538	24	3	synergy	synergy	NOUN
cana-1538	24	4	between	between	ADP
cana-1538	24	5	silent	silent	ADJ
cana-1538	24	6	feedback	feedback	NOUN
cana-1538	24	7	and	and	CCONJ
cana-1538	24	8	nlp	nlp	NOUN
cana-1538	24	9	introduces	introduce	NOUN
cana-1538	24	10	an	an	DET
cana-1538	24	11	unprecedented	unprecedented	ADJ
cana-1538	24	12	opportunity	opportunity	NOUN
cana-1538	24	13	to	to	PART
cana-1538	24	14	elevate	elevate	VERB
cana-1538	24	15	the	the	DET
cana-1538	24	16	quality	quality	NOUN
cana-1538	24	17	of	of	ADP
cana-1538	24	18	customer	customer	NOUN
cana-1538	24	19	engagement	engagement	NOUN
cana-1538	24	20	and	and	CCONJ
cana-1538	24	21	refine	refine	VERB
cana-1538	24	22	business	business	NOUN
cana-1538	24	23	practices	practice	NOUN
cana-1538	24	24	based	base	VERB
cana-1538	24	25	on	on	ADP
cana-1538	24	26	authentic	authentic	ADJ
cana-1538	24	27	,	,	PUNCT
cana-1538	24	28	unfiltered	unfiltered	ADJ
cana-1538	24	29	customer	customer	NOUN
cana-1538	24	30	sentiments	sentiment	NOUN
cana-1538	24	31	.	.	PUNCT
cana-1538	25	1	this	this	DET
cana-1538	25	2	paper	paper	NOUN
cana-1538	25	3	significantly	significantly	ADV
cana-1538	25	4	contributes	contribute	VERB
cana-1538	25	5	to	to	ADP
cana-1538	25	6	the	the	DET
cana-1538	25	7	burgeoning	burgeon	VERB
cana-1538	25	8	field	field	NOUN
cana-1538	25	9	of	of	ADP
cana-1538	25	10	customer	customer	NOUN
cana-1538	25	11	experience	experience	NOUN
cana-1538	25	12	analytics	analytic	NOUN
cana-1538	25	13	by	by	ADP
cana-1538	25	14	presenting	present	VERB
cana-1538	25	15	a	a	DET
cana-1538	25	16	novel	novel	ADJ
cana-1538	25	17	and	and	CCONJ
cana-1538	25	18	systemic	systemic	ADJ
cana-1538	25	19	approach	approach	NOUN
cana-1538	25	20	that	that	PRON
cana-1538	25	21	empowers	empower	VERB
cana-1538	25	22	businesses	business	NOUN
cana-1538	25	23	to	to	PART
cana-1538	25	24	unveil	unveil	VERB
cana-1538	25	25	the	the	DET
cana-1538	25	26	unspoken	unspoken	ADJ
cana-1538	25	27	aspects	aspect	NOUN
cana-1538	25	28	of	of	ADP
cana-1538	25	29	customer	customer	NOUN
cana-1538	25	30	feedback	feedback	NOUN
cana-1538	25	31	.	.	PUNCT
cana-1538	26	1	the	the	DET
cana-1538	26	2	integration	integration	NOUN
cana-1538	26	3	of	of	ADP
cana-1538	26	4	silent	silent	ADJ
cana-1538	26	5	feedback	feedback	NOUN
cana-1538	26	6	and	and	CCONJ
cana-1538	26	7	nlp	nlp	ADJ
cana-1538	26	8	bridges	bridge	NOUN
cana-1538	26	9	critical	critical	ADJ
cana-1538	26	10	gaps	gap	NOUN
cana-1538	26	11	,	,	PUNCT
cana-1538	26	12	enriching	enrich	VERB
cana-1538	26	13	the	the	DET
cana-1538	26	14	understanding	understanding	NOUN
cana-1538	26	15	of	of	ADP
cana-1538	26	16	customer	customer	NOUN
cana-1538	26	17	sentiments	sentiment	NOUN
cana-1538	26	18	and	and	CCONJ
cana-1538	26	19	providing	provide	VERB
cana-1538	26	20	actionable	actionable	ADJ
cana-1538	26	21	insights	insight	NOUN
cana-1538	26	22	for	for	SCONJ
cana-1538	26	23	businesses	business	NOUN
cana-1538	26	24	to	to	PART
cana-1538	26	25	enhance	enhance	VERB
cana-1538	26	26	customer	customer	NOUN
cana-1538	26	27	satisfaction	satisfaction	NOUN
cana-1538	26	28	and	and	CCONJ
cana-1538	26	29	loyalty	loyalty	NOUN
cana-1538	26	30	.	.	PUNCT
cana-1538	27	1	as	as	SCONJ
cana-1538	27	2	our	our	PRON
cana-1538	27	3	research	research	NOUN
cana-1538	27	4	progresses	progress	VERB
cana-1538	27	5	,	,	PUNCT
cana-1538	27	6	it	it	PRON
cana-1538	27	7	becomes	become	VERB
cana-1538	27	8	evident	evident	ADJ
cana-1538	27	9	that	that	SCONJ
cana-1538	27	10	this	this	DET
cana-1538	27	11	systemic	systemic	ADJ
cana-1538	27	12	integration	integration	NOUN
cana-1538	27	13	has	have	VERB
cana-1538	27	14	the	the	DET
cana-1538	27	15	potential	potential	NOUN
cana-1538	27	16	to	to	PART
cana-1538	27	17	redefine	redefine	VERB
cana-1538	27	18	the	the	DET
cana-1538	27	19	entire	entire	ADJ
cana-1538	27	20	landscape	landscape	NOUN
cana-1538	27	21	of	of	ADP
cana-1538	27	22	customer	customer	NOUN
cana-1538	27	23	feedback	feedback	NOUN
cana-1538	27	24	analysis	analysis	NOUN
cana-1538	27	25	,	,	PUNCT
cana-1538	27	26	ushering	usher	VERB
cana-1538	27	27	in	in	ADP
cana-1538	27	28	a	a	DET
cana-1538	27	29	new	new	ADJ
cana-1538	27	30	era	era	NOUN
cana-1538	27	31	of	of	ADP
cana-1538	27	32	customer	customer	NOUN
cana-1538	27	33	-	-	PUNCT
cana-1538	27	34	centric	centric	NOUN
cana-1538	27	35	business	business	NOUN
cana-1538	27	36	practices	practice	NOUN
cana-1538	27	37	[	[	X
cana-1538	27	38	4	4	NUM
cana-1538	27	39	]	]	PUNCT
cana-1538	27	40	.	.	PUNCT
cana-1538	28	1	the	the	DET
cana-1538	28	2	systemic	systemic	ADJ
cana-1538	28	3	synergy	synergy	NOUN
cana-1538	28	4	between	between	ADP
cana-1538	28	5	silent	silent	ADJ
cana-1538	28	6	feedback	feedback	NOUN
cana-1538	28	7	and	and	CCONJ
cana-1538	28	8	nlp	nlp	NOUN
cana-1538	28	9	not	not	PART
cana-1538	28	10	only	only	ADV
cana-1538	28	11	marks	mark	VERB
cana-1538	28	12	a	a	DET
cana-1538	28	13	transformative	transformative	ADJ
cana-1538	28	14	step	step	NOUN
cana-1538	28	15	in	in	ADP
cana-1538	28	16	customer	customer	NOUN
cana-1538	28	17	experience	experience	NOUN
cana-1538	28	18	analytics	analytic	NOUN
cana-1538	28	19	but	but	CCONJ
cana-1538	28	20	also	also	ADV
cana-1538	28	21	sets	set	VERB
cana-1538	28	22	the	the	DET
cana-1538	28	23	stage	stage	NOUN
cana-1538	28	24	for	for	ADP
cana-1538	28	25	future	future	ADJ
cana-1538	28	26	advancements	advancement	NOUN
cana-1538	28	27	in	in	ADP
cana-1538	28	28	understanding	understanding	NOUN
cana-1538	28	29	and	and	CCONJ
cana-1538	28	30	responding	respond	VERB
cana-1538	28	31	to	to	ADP
cana-1538	28	32	the	the	DET
cana-1538	28	33	nuanced	nuanced	ADJ
cana-1538	28	34	voice	voice	NOUN
cana-1538	28	35	of	of	ADP
cana-1538	28	36	the	the	DET
cana-1538	28	37	customer	customer	NOUN
cana-1538	28	38	.	.	PUNCT
cana-1538	29	1	research	research	NOUN
cana-1538	29	2	indicates	indicate	VERB
cana-1538	29	3	that	that	SCONJ
cana-1538	29	4	providing	provide	VERB
cana-1538	29	5	feedback	feedback	NOUN
cana-1538	29	6	to	to	ADP
cana-1538	29	7	client	client	NOUN
cana-1538	29	8	can	can	AUX
cana-1538	29	9	be	be	AUX
cana-1538	29	10	challenging	challenge	VERB
cana-1538	29	11	,	,	PUNCT
cana-1538	29	12	as	as	SCONJ
cana-1538	29	13	it	it	PRON
cana-1538	29	14	may	may	AUX
cana-1538	29	15	not	not	PART
cana-1538	29	16	always	always	ADV
cana-1538	29	17	be	be	AUX
cana-1538	29	18	understood	understand	VERB
cana-1538	29	19	as	as	ADP
cana-1538	29	20	intended	intend	VERB
cana-1538	29	21	by	by	ADP
cana-1538	29	22	markers	marker	NOUN
cana-1538	29	23	and	and	CCONJ
cana-1538	29	24	might	might	AUX
cana-1538	29	25	lack	lack	VERB
cana-1538	29	26	clarity	clarity	NOUN
cana-1538	29	27	and	and	CCONJ
cana-1538	29	28	guidance	guidance	NOUN
cana-1538	29	29	.	.	PUNCT
cana-1538	30	1	some	some	DET
cana-1538	30	2	studies	study	NOUN
cana-1538	30	3	,	,	PUNCT
cana-1538	30	4	like	like	ADP
cana-1538	30	5	those	those	PRON
cana-1538	30	6	by	by	ADP
cana-1538	30	7	higgins	higgins	PROPN
cana-1538	30	8	,	,	PUNCT
cana-1538	30	9	hartley	hartley	NOUN
cana-1538	30	10	,	,	PUNCT
cana-1538	30	11	and	and	CCONJ
cana-1538	30	12	skelton	skelton	PROPN
cana-1538	30	13	in	in	ADP
cana-1538	30	14	2002	2002	NUM
cana-1538	30	15	,	,	PUNCT
cana-1538	30	16	emphasize	emphasize	VERB
cana-1538	30	17	how	how	SCONJ
cana-1538	30	18	client	client	NOUN
cana-1538	30	19	value	value	NOUN
cana-1538	30	20	high	high	ADJ
cana-1538	30	21	-	-	PUNCT
cana-1538	30	22	quality	quality	NOUN
cana-1538	30	23	feedback	feedback	NOUN
cana-1538	30	24	for	for	ADP
cana-1538	30	25	its	its	PRON
cana-1538	30	26	usefulness	usefulness	NOUN
cana-1538	30	27	.	.	PUNCT
cana-1538	31	1	however	however	ADV
cana-1538	31	2	,	,	PUNCT
cana-1538	31	3	other	other	ADJ
cana-1538	31	4	research	research	NOUN
cana-1538	31	5	by	by	ADP
cana-1538	31	6	hounsell	hounsell	NOUN
cana-1538	31	7	in	in	ADP
cana-1538	31	8	2018	2018	NUM
cana-1538	31	9	,	,	PUNCT
cana-1538	31	10	lea	lea	NOUN
cana-1538	31	11	and	and	CCONJ
cana-1538	31	12	street	street	NOUN
cana-1538	31	13	in	in	ADP
cana-1538	31	14	2022	2022	NUM
cana-1538	31	15	,	,	PUNCT
cana-1538	31	16	nesbit	nesbit	NOUN
cana-1538	31	17	and	and	CCONJ
cana-1538	31	18	burton	burton	PROPN
cana-1538	31	19	in	in	ADP
cana-1538	31	20	2021	2021	NUM
cana-1538	31	21	,	,	PUNCT
cana-1538	31	22	and	and	CCONJ
cana-1538	31	23	price	price	NOUN
cana-1538	31	24	et	et	NOUN
cana-1538	31	25	al	al	PROPN
cana-1538	31	26	.	.	PROPN
cana-1538	32	1	in	in	ADP
cana-1538	32	2	2021	2021	NUM
cana-1538	32	3	highlights	highlight	NOUN
cana-1538	32	4	differences	difference	NOUN
cana-1538	32	5	between	between	ADP
cana-1538	32	6	the	the	DET
cana-1538	32	7	perceptions	perception	NOUN
cana-1538	32	8	of	of	ADP
cana-1538	32	9	academic	academic	ADJ
cana-1538	32	10	staff	staff	NOUN
cana-1538	32	11	and	and	CCONJ
cana-1538	32	12	students	student	NOUN
cana-1538	32	13	[	[	X
cana-1538	32	14	5	5	NUM
cana-1538	32	15	]	]	PUNCT
cana-1538	32	16	.	.	PUNCT
cana-1538	33	1	this	this	DET
cana-1538	33	2	study	study	NOUN
cana-1538	33	3	aims	aim	VERB
cana-1538	33	4	to	to	PART
cana-1538	33	5	explore	explore	VERB
cana-1538	33	6	how	how	SCONJ
cana-1538	33	7	customer	customer	NOUN
cana-1538	33	8	responds	respond	VERB
cana-1538	33	9	to	to	PART
cana-1538	33	10	and	and	CCONJ
cana-1538	33	11	engage	engage	VERB
cana-1538	33	12	with	with	ADP
cana-1538	33	13	feedback	feedback	NOUN
cana-1538	33	14	,	,	PUNCT
cana-1538	33	15	specifically	specifically	ADV
cana-1538	33	16	investigating	investigate	VERB
cana-1538	33	17	their	their	PRON
cana-1538	33	18	experiences	experience	NOUN
cana-1538	33	19	with	with	ADP
cana-1538	33	20	audio	audio	ADJ
cana-1538	33	21	feedback	feedback	NOUN
cana-1538	33	22	.	.	PUNCT
cana-1538	34	1	the	the	DET
cana-1538	34	2	research	research	NOUN
cana-1538	34	3	seeks	seek	VERB
cana-1538	34	4	to	to	PART
cana-1538	34	5	understand	understand	VERB
cana-1538	34	6	customer	customer	NOUN
cana-1538	34	7	'	'	PART
cana-1538	34	8	perceptions	perception	NOUN
cana-1538	34	9	of	of	ADP
cana-1538	34	10	audio	audio	ADJ
cana-1538	34	11	feedback	feedback	NOUN
cana-1538	34	12	as	as	ADP
cana-1538	34	13	a	a	DET
cana-1538	34	14	formative	formative	ADJ
cana-1538	34	15	process	process	NOUN
cana-1538	34	16	to	to	PART
cana-1538	34	17	enhance	enhance	VERB
cana-1538	34	18	comprehension	comprehension	NOUN
cana-1538	34	19	and	and	CCONJ
cana-1538	34	20	appreciation	appreciation	NOUN
cana-1538	34	21	of	of	ADP
cana-1538	34	22	this	this	DET
cana-1538	34	23	feedback	feedback	NOUN
cana-1538	34	24	method	method	NOUN
cana-1538	34	25	.	.	PUNCT
cana-1538	35	1	in	in	ADP
cana-1538	35	2	today	today	NOUN
cana-1538	35	3	’s	’s	PART
cana-1538	35	4	digitally	digitally	ADV
cana-1538	35	5	connected	connect	VERB
cana-1538	35	6	world	world	NOUN
cana-1538	35	7	,	,	PUNCT
cana-1538	35	8	social	social	ADJ
cana-1538	35	9	media	medium	NOUN
cana-1538	35	10	platforms	platform	NOUN
cana-1538	35	11	like	like	ADP
cana-1538	35	12	twitter	twitter	NOUN
cana-1538	35	13	,	,	PUNCT
cana-1538	35	14	facebook	facebook	NOUN
cana-1538	35	15	,	,	PUNCT
cana-1538	35	16	blogs	blog	NOUN
cana-1538	35	17	have	have	AUX
cana-1538	35	18	turned	turn	VERB
cana-1538	35	19	into	into	ADP
cana-1538	35	20	huge	huge	ADJ
cana-1538	35	21	global	global	ADJ
cana-1538	35	22	repositories	repository	NOUN
cana-1538	35	23	of	of	ADP
cana-1538	35	24	information	information	NOUN
cana-1538	35	25	increased	increase	VERB
cana-1538	35	26	data	datum	NOUN
cana-1538	35	27	development	development	NOUN
cana-1538	35	28	including	include	VERB
cana-1538	35	29	images	image	NOUN
cana-1538	35	30	,	,	PUNCT
cana-1538	35	31	videos	video	NOUN
cana-1538	35	32	,	,	PUNCT
cana-1538	35	33	sound	sound	VERB
cana-1538	35	34	clippings	clipping	NOUN
cana-1538	35	35	and	and	CCONJ
cana-1538	35	36	text	text	NOUN
cana-1538	35	37	opportunities	opportunity	NOUN
cana-1538	35	38	for	for	ADP
cana-1538	35	39	ourselves	ourselves	PRON
cana-1538	35	40	,	,	PUNCT
cana-1538	35	41	it	it	PRON
cana-1538	35	42	also	also	ADV
cana-1538	35	43	presents	present	VERB
cana-1538	35	44	challenges	challenge	NOUN
cana-1538	35	45	.	.	PUNCT
cana-1538	36	1	despite	despite	SCONJ
cana-1538	36	2	the	the	DET
cana-1538	36	3	introduction	introduction	NOUN
cana-1538	36	4	of	of	ADP
cana-1538	36	5	many	many	ADJ
cana-1538	36	6	techniques	technique	NOUN
cana-1538	36	7	,	,	PUNCT
cana-1538	36	8	many	many	ADJ
cana-1538	36	9	challenges	challenge	NOUN
cana-1538	36	10	remain	remain	VERB
cana-1538	36	11	,	,	PUNCT
cana-1538	36	12	especially	especially	ADV
cana-1538	36	13	in	in	ADP
cana-1538	36	14	handling	handle	VERB
cana-1538	36	15	extensive	extensive	ADJ
cana-1538	36	16	audio	audio	ADJ
cana-1538	36	17	datasets	dataset	NOUN
cana-1538	36	18	efficiently	efficiently	ADV
cana-1538	36	19	.	.	PUNCT
cana-1538	37	1	the	the	DET
cana-1538	37	2	on	on	ADV
cana-1538	37	3	-	-	PUNCT
cana-1538	37	4	going	go	VERB
cana-1538	37	5	effort	effort	NOUN
cana-1538	37	6	to	to	PART
cana-1538	37	7	achieve	achieve	VERB
cana-1538	37	8	more	more	ADV
cana-1538	37	9	accurate	accurate	ADJ
cana-1538	37	10	polarity	polarity	NOUN
cana-1538	37	11	detection	detection	NOUN
cana-1538	37	12	in	in	ADP
cana-1538	37	13	consumer	consumer	NOUN
cana-1538	37	14	communications	communication	NOUN
cana-1538	37	15	on	on	ADP
cana-1538	37	16	applied	apply	VERB
cana-1538	37	17	nonlinear	nonlinear	ADJ
cana-1538	37	18	analysis	analysis	NOUN
cana-1538	37	19	issn	issn	NOUN
cana-1538	37	20	:	:	PUNCT
cana-1538	37	21	1074	1074	NUM
cana-1538	37	22	-	-	PUNCT
cana-1538	37	23	133x	133x	NUM
cana-1538	37	24	vol	vol	NOUN
cana-1538	37	25	31	31	NUM
cana-1538	37	26	no	no	NOUN
cana-1538	37	27	.	.	PUNCT
cana-1538	38	1	8s	8s	PROPN
cana-1538	38	2	(	(	PUNCT
cana-1538	38	3	2024	2024	NUM
cana-1538	38	4	)	)	PUNCT
cana-1538	38	5	461	461	NUM
cana-1538	38	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1538	38	7	surveys	survey	NOUN
cana-1538	38	8	is	be	AUX
cana-1538	38	9	an	an	DET
cana-1538	38	10	increasingly	increasingly	ADV
cana-1538	38	11	difficult	difficult	ADJ
cana-1538	38	12	task	task	NOUN
cana-1538	38	13	of	of	ADP
cana-1538	38	14	extracting	extract	VERB
cana-1538	38	15	accurate	accurate	ADJ
cana-1538	38	16	meaning	meaning	NOUN
cana-1538	38	17	from	from	ADP
cana-1538	38	18	audio	audio	ADJ
cana-1538	38	19	data	datum	NOUN
cana-1538	38	20	including	include	VERB
cana-1538	38	21	surveys	survey	NOUN
cana-1538	38	22	,	,	PUNCT
cana-1538	38	23	voice	voice	NOUN
cana-1538	38	24	messages	message	NOUN
cana-1538	38	25	,	,	PUNCT
cana-1538	38	26	comments	comment	NOUN
cana-1538	38	27	,	,	PUNCT
cana-1538	38	28	tweets	tweet	NOUN
cana-1538	38	29	,	,	PUNCT
cana-1538	38	30	and	and	CCONJ
cana-1538	38	31	posts	post	VERB
cana-1538	38	32	market	market	NOUN
cana-1538	38	33	including	include	VERB
cana-1538	38	34	in	in	ADP
cana-1538	38	35	the	the	PRON
cana-1538	38	36	.	.	PUNCT
cana-1538	39	1	the	the	DET
cana-1538	39	2	proposed	propose	VERB
cana-1538	39	3	method	method	NOUN
cana-1538	39	4	includes	include	VERB
cana-1538	39	5	specific	specific	ADJ
cana-1538	39	6	steps	step	NOUN
cana-1538	39	7	,	,	PUNCT
cana-1538	39	8	including	include	VERB
cana-1538	39	9	data	data	NOUN
cana-1538	39	10	collection	collection	NOUN
cana-1538	39	11	,	,	PUNCT
cana-1538	39	12	pre	pre	ADJ
cana-1538	39	13	-	-	ADJ
cana-1538	39	14	processing	processing	ADJ
cana-1538	39	15	,	,	PUNCT
cana-1538	39	16	feature	feature	NOUN
cana-1538	39	17	coding	coding	NOUN
cana-1538	39	18	,	,	PUNCT
cana-1538	39	19	and	and	CCONJ
cana-1538	39	20	segmentation	segmentation	NOUN
cana-1538	39	21	,	,	PUNCT
cana-1538	39	22	each	each	PRON
cana-1538	39	23	of	of	ADP
cana-1538	39	24	which	which	PRON
cana-1538	39	25	plays	play	VERB
cana-1538	39	26	an	an	DET
cana-1538	39	27	important	important	ADJ
cana-1538	39	28	role	role	NOUN
cana-1538	39	29	in	in	ADP
cana-1538	39	30	increasing	increase	VERB
cana-1538	39	31	the	the	DET
cana-1538	39	32	efficiency	efficiency	NOUN
cana-1538	39	33	of	of	ADP
cana-1538	39	34	the	the	DET
cana-1538	39	35	sentiment	sentiment	NOUN
cana-1538	39	36	analysis	analysis	NOUN
cana-1538	39	37	determine	determine	VERB
cana-1538	39	38	the	the	DET
cana-1538	39	39	importance	importance	NOUN
cana-1538	39	40	of	of	ADP
cana-1538	39	41	careful	careful	ADJ
cana-1538	39	42	data	datum	NOUN
cana-1538	39	43	collection	collection	NOUN
cana-1538	39	44	,	,	PUNCT
cana-1538	39	45	rigorous	rigorous	ADJ
cana-1538	39	46	pre	pre	ADJ
cana-1538	39	47	-	-	ADJ
cana-1538	39	48	processing	processing	ADJ
cana-1538	39	49	and	and	CCONJ
cana-1538	39	50	careful	careful	ADJ
cana-1538	39	51	classification	classification	NOUN
cana-1538	39	52	analysis	analysis	NOUN
cana-1538	39	53	are	be	AUX
cana-1538	39	54	required	require	VERB
cana-1538	39	55	to	to	PART
cana-1538	39	56	obtain	obtain	VERB
cana-1538	39	57	usable	usable	ADJ
cana-1538	39	58	insights	insight	NOUN
cana-1538	39	59	from	from	ADP
cana-1538	39	60	emphasizing	emphasize	VERB
cana-1538	39	61	audio	audio	ADJ
cana-1538	39	62	data	datum	NOUN
cana-1538	39	63	.	.	PUNCT
cana-1538	40	1	the	the	DET
cana-1538	40	2	proposed	propose	VERB
cana-1538	40	3	model	model	NOUN
cana-1538	40	4	is	be	AUX
cana-1538	40	5	tested	test	VERB
cana-1538	40	6	using	use	VERB
cana-1538	40	7	accurate	accurate	ADJ
cana-1538	40	8	audio	audio	ADJ
cana-1538	40	9	data	datum	NOUN
cana-1538	40	10	,	,	PUNCT
cana-1538	40	11	with	with	ADP
cana-1538	40	12	the	the	DET
cana-1538	40	13	aim	aim	NOUN
cana-1538	40	14	of	of	ADP
cana-1538	40	15	measuring	measure	VERB
cana-1538	40	16	its	its	PRON
cana-1538	40	17	effectiveness	effectiveness	NOUN
cana-1538	40	18	in	in	ADP
cana-1538	40	19	a	a	DET
cana-1538	40	20	real	real	ADJ
cana-1538	40	21	situation	situation	NOUN
cana-1538	40	22	.	.	PUNCT
cana-1538	41	1	importantly	importantly	ADV
cana-1538	41	2	,	,	PUNCT
cana-1538	41	3	the	the	DET
cana-1538	41	4	sensitivity	sensitivity	NOUN
cana-1538	41	5	prediction	prediction	NOUN
cana-1538	41	6	method	method	NOUN
cana-1538	41	7	shows	show	VERB
cana-1538	41	8	promising	promise	VERB
cana-1538	41	9	results	result	NOUN
cana-1538	41	10	,	,	PUNCT
cana-1538	41	11	exceeds	exceed	VERB
cana-1538	41	12	or	or	CCONJ
cana-1538	41	13	meets	meet	VERB
cana-1538	41	14	existing	exist	VERB
cana-1538	41	15	standards	standard	NOUN
cana-1538	41	16	,	,	PUNCT
cana-1538	41	17	and	and	CCONJ
cana-1538	41	18	at	at	ADP
cana-1538	41	19	the	the	DET
cana-1538	41	20	same	same	ADJ
cana-1538	41	21	time	time	NOUN
cana-1538	41	22	reduces	reduce	VERB
cana-1538	41	23	computational	computational	ADJ
cana-1538	41	24	complexity	complexity	NOUN
cana-1538	41	25	these	these	DET
cana-1538	41	26	findings	finding	NOUN
cana-1538	41	27	highlight	highlight	VERB
cana-1538	41	28	the	the	DET
cana-1538	41	29	important	important	ADJ
cana-1538	41	30	role	role	NOUN
cana-1538	41	31	of	of	ADP
cana-1538	41	32	sensitivity	sensitivity	NOUN
cana-1538	41	33	analysis	analysis	NOUN
cana-1538	41	34	in	in	ADP
cana-1538	41	35	recognition	recognition	NOUN
cana-1538	41	36	emphasizing	emphasize	VERB
cana-1538	41	37	the	the	DET
cana-1538	41	38	meaningful	meaningful	ADJ
cana-1538	41	39	derivation	derivation	NOUN
cana-1538	41	40	of	of	ADP
cana-1538	41	41	audio	audio	ADJ
cana-1538	41	42	data	datum	NOUN
cana-1538	41	43	in	in	ADP
cana-1538	41	44	consumer	consumer	NOUN
cana-1538	41	45	research	research	NOUN
cana-1538	41	46	and	and	CCONJ
cana-1538	41	47	social	social	ADJ
cana-1538	41	48	media	medium	NOUN
cana-1538	41	49	analytics	analytic	NOUN
cana-1538	41	50	.	.	PUNCT
cana-1538	42	1	furthermore	furthermore	ADV
cana-1538	42	2	,	,	PUNCT
cana-1538	42	3	this	this	DET
cana-1538	42	4	study	study	NOUN
cana-1538	42	5	ventures	venture	NOUN
cana-1538	42	6	to	to	PART
cana-1538	42	7	integrate	integrate	VERB
cana-1538	42	8	long	long	ADJ
cana-1538	42	9	-	-	PUNCT
cana-1538	42	10	term	term	NOUN
cana-1538	42	11	and	and	CCONJ
cana-1538	42	12	short	short	ADJ
cana-1538	42	13	-	-	PUNCT
cana-1538	42	14	term	term	NOUN
cana-1538	42	15	memory	memory	NOUN
cana-1538	42	16	(	(	PUNCT
cana-1538	42	17	lstm	lstm	NOUN
cana-1538	42	18	)	)	PUNCT
cana-1538	42	19	systems	system	NOUN
cana-1538	42	20	with	with	ADP
cana-1538	42	21	audio	audio	ADJ
cana-1538	42	22	data	datum	NOUN
cana-1538	42	23	analysis	analysis	NOUN
cana-1538	42	24	,	,	PUNCT
cana-1538	42	25	suggesting	suggest	VERB
cana-1538	42	26	a	a	DET
cana-1538	42	27	new	new	ADJ
cana-1538	42	28	era	era	NOUN
cana-1538	42	29	of	of	ADP
cana-1538	42	30	perceptual	perceptual	ADJ
cana-1538	42	31	analysis	analysis	NOUN
cana-1538	42	32	research	research	NOUN
cana-1538	42	33	by	by	ADP
cana-1538	42	34	integrating	integrate	VERB
cana-1538	42	35	lstm	lstm	ADJ
cana-1538	42	36	systems	system	NOUN
cana-1538	42	37	with	with	ADP
cana-1538	42	38	audio	audio	ADJ
cana-1538	42	39	data	datum	NOUN
cana-1538	42	40	easily	easily	ADV
cana-1538	42	41	usable	usable	ADJ
cana-1538	42	42	,	,	PUNCT
cana-1538	42	43	this	this	DET
cana-1538	42	44	study	study	NOUN
cana-1538	42	45	efficiency	efficiency	NOUN
cana-1538	42	46	sentiment	sentiment	NOUN
cana-1538	42	47	analysis	analysis	NOUN
cana-1538	42	48	accuracy	accuracy	NOUN
cana-1538	42	49	and	and	CCONJ
cana-1538	42	50	leads	lead	VERB
cana-1538	42	51	in	in	ADP
cana-1538	42	52	new	new	ADJ
cana-1538	42	53	methods	method	NOUN
cana-1538	42	54	of	of	ADP
cana-1538	42	55	growth	growth	NOUN
cana-1538	42	56	.	.	PUNCT
cana-1538	43	1	besides	besides	SCONJ
cana-1538	43	2	model	model	NOUN
cana-1538	43	3	performance	performance	NOUN
cana-1538	43	4	,	,	PUNCT
cana-1538	43	5	accuracy	accuracy	NOUN
cana-1538	43	6	rates	rate	NOUN
cana-1538	43	7	are	be	AUX
cana-1538	43	8	tested	test	VERB
cana-1538	43	9	on	on	ADP
cana-1538	43	10	different	different	ADJ
cana-1538	43	11	datasets	dataset	NOUN
cana-1538	43	12	to	to	PART
cana-1538	43	13	ensure	ensure	VERB
cana-1538	43	14	that	that	SCONJ
cana-1538	43	15	the	the	DET
cana-1538	43	16	proposed	propose	VERB
cana-1538	43	17	sensitivity	sensitivity	NOUN
cana-1538	43	18	analysis	analysis	NOUN
cana-1538	43	19	method	method	NOUN
cana-1538	43	20	is	be	AUX
cana-1538	43	21	robust	robust	ADJ
cana-1538	43	22	remarkably	remarkably	ADV
cana-1538	43	23	high	high	ADJ
cana-1538	43	24	accuracy	accuracy	NOUN
cana-1538	43	25	rates	rate	NOUN
cana-1538	43	26	,	,	PUNCT
cana-1538	43	27	such	such	ADJ
cana-1538	43	28	as	as	ADP
cana-1538	43	29	98.5	98.5	NUM
cana-1538	43	30	%	%	NOUN
cana-1538	43	31	for	for	ADP
cana-1538	43	32	the	the	DET
cana-1538	43	33	amazon	amazon	NOUN
cana-1538	43	34	fine	fine	ADJ
cana-1538	43	35	food	food	NOUN
cana-1538	43	36	dataset	dataset	NOUN
cana-1538	43	37	,	,	PUNCT
cana-1538	43	38	98	98	NUM
cana-1538	43	39	%	%	NOUN
cana-1538	43	40	for	for	ADP
cana-1538	43	41	the	the	DET
cana-1538	43	42	phones	phone	NOUN
cana-1538	43	43	&	&	CCONJ
cana-1538	43	44	accessories	accessory	NOUN
cana-1538	43	45	dataset	dataset	NOUN
cana-1538	43	46	,	,	PUNCT
cana-1538	43	47	and	and	CCONJ
cana-1538	43	48	96	96	NUM
cana-1538	43	49	%	%	NOUN
cana-1538	43	50	for	for	ADP
cana-1538	43	51	the	the	DET
cana-1538	43	52	amazon	amazon	NOUN
cana-1538	43	53	product	product	NOUN
cana-1538	43	54	dataset	dataset	VERB
cana-1538	43	55	in	in	ADP
cana-1538	43	56	the	the	DET
cana-1538	43	57	analysis	analysis	NOUN
cana-1538	43	58	of	of	ADP
cana-1538	43	59	the	the	DET
cana-1538	43	60	array	array	NOUN
cana-1538	43	61	highlights	highlight	VERB
cana-1538	43	62	the	the	DET
cana-1538	43	63	versatility	versatility	NOUN
cana-1538	43	64	and	and	CCONJ
cana-1538	43	65	effectiveness	effectiveness	NOUN
cana-1538	43	66	of	of	ADP
cana-1538	43	67	the	the	DET
cana-1538	43	68	proposed	propose	VERB
cana-1538	43	69	method	method	NOUN
cana-1538	43	70	.	.	PUNCT
cana-1538	44	1	2	2	X
cana-1538	44	2	.	.	X
cana-1538	44	3	the	the	DET
cana-1538	44	4	use	use	NOUN
cana-1538	44	5	of	of	ADP
cana-1538	44	6	audio	audio	ADJ
cana-1538	44	7	feedback	feedback	NOUN
cana-1538	44	8	the	the	DET
cana-1538	44	9	utilization	utilization	NOUN
cana-1538	44	10	of	of	ADP
cana-1538	44	11	audio	audio	ADJ
cana-1538	44	12	feedback	feedback	NOUN
cana-1538	44	13	,	,	PUNCT
cana-1538	44	14	coupled	couple	VERB
cana-1538	44	15	with	with	ADP
cana-1538	44	16	natural	natural	ADJ
cana-1538	44	17	language	language	NOUN
cana-1538	44	18	processing	processing	NOUN
cana-1538	44	19	(	(	PUNCT
cana-1538	44	20	nlp	nlp	NOUN
cana-1538	44	21	)	)	PUNCT
cana-1538	44	22	,	,	PUNCT
cana-1538	44	23	represents	represent	VERB
cana-1538	44	24	a	a	DET
cana-1538	44	25	novel	novel	ADJ
cana-1538	44	26	and	and	CCONJ
cana-1538	44	27	real	real	ADJ
cana-1538	44	28	approach	approach	NOUN
cana-1538	44	29	in	in	ADP
cana-1538	44	30	enhancing	enhance	VERB
cana-1538	44	31	customer	customer	NOUN
cana-1538	44	32	feedback	feedback	NOUN
cana-1538	44	33	processes	process	NOUN
cana-1538	44	34	.	.	PUNCT
cana-1538	45	1	traditional	traditional	ADJ
cana-1538	45	2	feedback	feedback	NOUN
cana-1538	45	3	mechanisms	mechanism	NOUN
cana-1538	45	4	often	often	ADV
cana-1538	45	5	rely	rely	VERB
cana-1538	45	6	on	on	ADP
cana-1538	45	7	written	write	VERB
cana-1538	45	8	or	or	CCONJ
cana-1538	45	9	verbal	verbal	ADJ
cana-1538	45	10	communication	communication	NOUN
cana-1538	45	11	,	,	PUNCT
cana-1538	45	12	presenting	present	VERB
cana-1538	45	13	limitations	limitation	NOUN
cana-1538	45	14	in	in	ADP
cana-1538	45	15	capturing	capture	VERB
cana-1538	45	16	the	the	DET
cana-1538	45	17	nuanced	nuanced	ADJ
cana-1538	45	18	sentiments	sentiment	NOUN
cana-1538	45	19	of	of	ADP
cana-1538	45	20	customers	customer	NOUN
cana-1538	45	21	[	[	X
cana-1538	45	22	6	6	NUM
cana-1538	45	23	]	]	PUNCT
cana-1538	45	24	.	.	PUNCT
cana-1538	46	1	this	this	DET
cana-1538	46	2	study	study	NOUN
cana-1538	46	3	aims	aim	VERB
cana-1538	46	4	to	to	PART
cana-1538	46	5	explore	explore	VERB
cana-1538	46	6	the	the	DET
cana-1538	46	7	application	application	NOUN
cana-1538	46	8	of	of	ADP
cana-1538	46	9	audio	audio	ADJ
cana-1538	46	10	feedback	feedback	NOUN
cana-1538	46	11	,	,	PUNCT
cana-1538	46	12	where	where	SCONJ
cana-1538	46	13	customers	customer	NOUN
cana-1538	46	14	can	can	AUX
cana-1538	46	15	effortlessly	effortlessly	ADV
cana-1538	46	16	express	express	VERB
cana-1538	46	17	their	their	PRON
cana-1538	46	18	thoughts	thought	NOUN
cana-1538	46	19	through	through	ADP
cana-1538	46	20	spoken	spoken	ADJ
cana-1538	46	21	words	word	NOUN
cana-1538	46	22	.	.	PUNCT
cana-1538	47	1	by	by	ADP
cana-1538	47	2	integrating	integrate	VERB
cana-1538	47	3	nlp	nlp	NOUN
cana-1538	47	4	techniques	technique	NOUN
cana-1538	47	5	,	,	PUNCT
cana-1538	47	6	we	we	PRON
cana-1538	47	7	delve	delve	VERB
cana-1538	47	8	into	into	ADP
cana-1538	47	9	the	the	DET
cana-1538	47	10	intricate	intricate	ADJ
cana-1538	47	11	landscape	landscape	NOUN
cana-1538	47	12	of	of	ADP
cana-1538	47	13	positive	positive	ADJ
cana-1538	47	14	and	and	CCONJ
cana-1538	47	15	negative	negative	ADJ
cana-1538	47	16	emotions	emotion	NOUN
cana-1538	47	17	embedded	embed	VERB
cana-1538	47	18	in	in	ADP
cana-1538	47	19	these	these	DET
cana-1538	47	20	unspoken	unspoken	ADJ
cana-1538	47	21	words	word	NOUN
cana-1538	47	22	.	.	PUNCT
cana-1538	48	1	the	the	DET
cana-1538	48	2	research	research	NOUN
cana-1538	48	3	seeks	seek	VERB
cana-1538	48	4	to	to	PART
cana-1538	48	5	not	not	PART
cana-1538	48	6	only	only	ADV
cana-1538	48	7	revolutionize	revolutionize	VERB
cana-1538	48	8	the	the	DET
cana-1538	48	9	feedback	feedback	NOUN
cana-1538	48	10	collection	collection	NOUN
cana-1538	48	11	process	process	NOUN
cana-1538	48	12	but	but	CCONJ
cana-1538	48	13	also	also	ADV
cana-1538	48	14	uncover	uncover	VERB
cana-1538	48	15	specific	specific	ADJ
cana-1538	48	16	aspects	aspect	NOUN
cana-1538	48	17	of	of	ADP
cana-1538	48	18	the	the	DET
cana-1538	48	19	customer	customer	NOUN
cana-1538	48	20	experience	experience	NOUN
cana-1538	48	21	.	.	PUNCT
cana-1538	49	1	through	through	ADP
cana-1538	49	2	extensive	extensive	ADJ
cana-1538	49	3	analysis	analysis	NOUN
cana-1538	49	4	of	of	ADP
cana-1538	49	5	the	the	DET
cana-1538	49	6	audio	audio	ADJ
cana-1538	49	7	feedback	feedback	NOUN
cana-1538	49	8	data	datum	NOUN
cana-1538	49	9	,	,	PUNCT
cana-1538	49	10	our	our	PRON
cana-1538	49	11	nlp	nlp	NOUN
cana-1538	49	12	-	-	PUNCT
cana-1538	49	13	driven	drive	VERB
cana-1538	49	14	insights	insight	NOUN
cana-1538	49	15	platform	platform	NOUN
cana-1538	49	16	becomes	become	VERB
cana-1538	49	17	adept	adept	ADJ
cana-1538	49	18	at	at	ADP
cana-1538	49	19	detecting	detect	VERB
cana-1538	49	20	emerging	emerge	VERB
cana-1538	49	21	trends	trend	NOUN
cana-1538	49	22	and	and	CCONJ
cana-1538	49	23	issues	issue	NOUN
cana-1538	49	24	,	,	PUNCT
cana-1538	49	25	providing	provide	VERB
cana-1538	49	26	a	a	DET
cana-1538	49	27	comprehensive	comprehensive	ADJ
cana-1538	49	28	understanding	understanding	NOUN
cana-1538	49	29	that	that	PRON
cana-1538	49	30	goes	go	VERB
cana-1538	49	31	beyond	beyond	ADP
cana-1538	49	32	mere	mere	ADJ
cana-1538	49	33	sentiment	sentiment	NOUN
cana-1538	49	34	polarity	polarity	NOUN
cana-1538	49	35	.	.	PUNCT
cana-1538	50	1	this	this	DET
cana-1538	50	2	synergistic	synergistic	ADJ
cana-1538	50	3	approach	approach	NOUN
cana-1538	50	4	between	between	ADP
cana-1538	50	5	audio	audio	ADJ
cana-1538	50	6	feedback	feedback	NOUN
cana-1538	50	7	and	and	CCONJ
cana-1538	50	8	nlp	nlp	NOUN
cana-1538	50	9	opens	open	VERB
cana-1538	50	10	unprecedented	unprecedented	ADJ
cana-1538	50	11	opportunities	opportunity	NOUN
cana-1538	50	12	to	to	PART
cana-1538	50	13	elevate	elevate	VERB
cana-1538	50	14	customer	customer	NOUN
cana-1538	50	15	engagement	engagement	NOUN
cana-1538	50	16	and	and	CCONJ
cana-1538	50	17	refine	refine	VERB
cana-1538	50	18	business	business	NOUN
cana-1538	50	19	practices	practice	NOUN
cana-1538	50	20	based	base	VERB
cana-1538	50	21	on	on	ADP
cana-1538	50	22	authentic	authentic	ADJ
cana-1538	50	23	,	,	PUNCT
cana-1538	50	24	unfiltered	unfiltered	ADJ
cana-1538	50	25	customer	customer	NOUN
cana-1538	50	26	sentiments	sentiment	NOUN
cana-1538	50	27	[	[	X
cana-1538	50	28	7	7	NUM
cana-1538	50	29	]	]	PUNCT
cana-1538	50	30	.	.	PUNCT
cana-1538	51	1	the	the	DET
cana-1538	51	2	study	study	NOUN
cana-1538	51	3	contributes	contribute	VERB
cana-1538	51	4	significantly	significantly	ADV
cana-1538	51	5	to	to	ADP
cana-1538	51	6	the	the	DET
cana-1538	51	7	evolving	evolve	VERB
cana-1538	51	8	field	field	NOUN
cana-1538	51	9	of	of	ADP
cana-1538	51	10	customer	customer	NOUN
cana-1538	51	11	experience	experience	NOUN
cana-1538	51	12	analytics	analytic	NOUN
cana-1538	51	13	,	,	PUNCT
cana-1538	51	14	introducing	introduce	VERB
cana-1538	51	15	an	an	DET
cana-1538	51	16	innovative	innovative	ADJ
cana-1538	51	17	methodology	methodology	NOUN
cana-1538	51	18	that	that	PRON
cana-1538	51	19	empowers	empower	VERB
cana-1538	51	20	businesses	business	NOUN
cana-1538	51	21	to	to	PART
cana-1538	51	22	truly	truly	ADV
cana-1538	51	23	grasp	grasp	VERB
cana-1538	51	24	the	the	DET
cana-1538	51	25	unspoken	unspoken	ADJ
cana-1538	51	26	aspects	aspect	NOUN
cana-1538	51	27	of	of	ADP
cana-1538	51	28	customer	customer	NOUN
cana-1538	51	29	feedback	feedback	NOUN
cana-1538	51	30	.	.	PUNCT
cana-1538	52	1	the	the	DET
cana-1538	52	2	use	use	NOUN
cana-1538	52	3	of	of	ADP
cana-1538	52	4	audio	audio	ADJ
cana-1538	52	5	data	datum	NOUN
cana-1538	52	6	represents	represent	VERB
cana-1538	52	7	a	a	DET
cana-1538	52	8	robust	robust	ADJ
cana-1538	52	9	approach	approach	NOUN
cana-1538	52	10	within	within	ADP
cana-1538	52	11	the	the	DET
cana-1538	52	12	broader	broad	ADJ
cana-1538	52	13	field	field	NOUN
cana-1538	52	14	of	of	ADP
cana-1538	52	15	sentiment	sentiment	NOUN
cana-1538	52	16	analysis	analysis	NOUN
cana-1538	52	17	and	and	CCONJ
cana-1538	52	18	consumer	consumer	NOUN
cana-1538	52	19	research	research	NOUN
cana-1538	52	20	,	,	PUNCT
cana-1538	52	21	as	as	SCONJ
cana-1538	52	22	elucidated	elucidate	VERB
cana-1538	52	23	in	in	ADP
cana-1538	52	24	the	the	DET
cana-1538	52	25	aforementioned	aforementioned	ADJ
cana-1538	52	26	research	research	NOUN
cana-1538	52	27	paper	paper	NOUN
cana-1538	52	28	.	.	PUNCT
cana-1538	53	1	including	include	VERB
cana-1538	53	2	audio	audio	NOUN
cana-1538	53	3	,	,	PUNCT
cana-1538	53	4	voice	voice	NOUN
cana-1538	53	5	messages	message	NOUN
cana-1538	53	6	,	,	PUNCT
cana-1538	53	7	recordings	recording	NOUN
cana-1538	53	8	,	,	PUNCT
cana-1538	53	9	and	and	CCONJ
cana-1538	53	10	other	other	ADJ
cana-1538	53	11	audio	audio	ADJ
cana-1538	53	12	communications	communication	NOUN
cana-1538	53	13	,	,	PUNCT
cana-1538	53	14	it	it	PRON
cana-1538	53	15	adds	add	VERB
cana-1538	53	16	rich	rich	ADJ
cana-1538	53	17	sources	source	NOUN
cana-1538	53	18	of	of	ADP
cana-1538	53	19	nuanced	nuanced	ADJ
cana-1538	53	20	information	information	NOUN
cana-1538	53	21	,	,	PUNCT
cana-1538	53	22	providing	provide	VERB
cana-1538	53	23	unique	unique	ADJ
cana-1538	53	24	insights	insight	NOUN
cana-1538	53	25	into	into	ADP
cana-1538	53	26	consumer	consumer	NOUN
cana-1538	53	27	sentiment	sentiment	NOUN
cana-1538	53	28	and	and	CCONJ
cana-1538	53	29	preferences	preference	NOUN
cana-1538	53	30	.	.	PUNCT
cana-1538	54	1	communications	communication	NOUN
cana-1538	54	2	on	on	ADP
cana-1538	54	3	applied	apply	VERB
cana-1538	54	4	nonlinear	nonlinear	ADJ
cana-1538	54	5	analysis	analysis	NOUN
cana-1538	54	6	issn	issn	NOUN
cana-1538	54	7	:	:	PUNCT
cana-1538	54	8	1074	1074	NUM
cana-1538	54	9	-	-	PUNCT
cana-1538	54	10	133x	133x	NUM
cana-1538	54	11	vol	vol	NOUN
cana-1538	54	12	31	31	NUM
cana-1538	54	13	no	no	NOUN
cana-1538	54	14	.	.	PUNCT
cana-1538	55	1	8s	8s	PROPN
cana-1538	55	2	(	(	PUNCT
cana-1538	55	3	2024	2024	NUM
cana-1538	55	4	)	)	PUNCT
cana-1538	55	5	462	462	NUM
cana-1538	55	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1538	55	7	in	in	ADP
cana-1538	55	8	today	today	NOUN
cana-1538	55	9	’s	’s	PART
cana-1538	55	10	digital	digital	ADJ
cana-1538	55	11	landscape	landscape	NOUN
cana-1538	55	12	,	,	PUNCT
cana-1538	55	13	with	with	ADP
cana-1538	55	14	the	the	DET
cana-1538	55	15	ubiquity	ubiquity	NOUN
cana-1538	55	16	of	of	ADP
cana-1538	55	17	social	social	ADJ
cana-1538	55	18	media	medium	NOUN
cana-1538	55	19	platforms	platform	NOUN
cana-1538	55	20	and	and	CCONJ
cana-1538	55	21	e	e	NOUN
cana-1538	55	22	-	-	NOUN
cana-1538	55	23	commerce	commerce	NOUN
cana-1538	55	24	websites	website	NOUN
cana-1538	55	25	,	,	PUNCT
cana-1538	55	26	audio	audio	ADJ
cana-1538	55	27	feedback	feedback	NOUN
cana-1538	55	28	is	be	AUX
cana-1538	55	29	a	a	DET
cana-1538	55	30	valuable	valuable	ADJ
cana-1538	55	31	tool	tool	NOUN
cana-1538	55	32	for	for	ADP
cana-1538	55	33	measuring	measure	VERB
cana-1538	55	34	customer	customer	NOUN
cana-1538	55	35	sentiment	sentiment	NOUN
cana-1538	55	36	at	at	ADP
cana-1538	55	37	various	various	ADJ
cana-1538	55	38	levels	level	NOUN
cana-1538	55	39	unlike	unlike	ADP
cana-1538	55	40	traditional	traditional	ADJ
cana-1538	55	41	text	text	NOUN
cana-1538	55	42	-	-	PUNCT
cana-1538	55	43	based	base	VERB
cana-1538	55	44	feedback	feedback	NOUN
cana-1538	55	45	methods	method	NOUN
cana-1538	55	46	,	,	PUNCT
cana-1538	55	47	audio	audio	ADJ
cana-1538	55	48	response	response	NOUN
cana-1538	55	49	is	be	AUX
cana-1538	55	50	sensitive	sensitive	ADJ
cana-1538	55	51	to	to	ADP
cana-1538	55	52	context	context	NOUN
cana-1538	55	53	,	,	PUNCT
cana-1538	55	54	tone	tone	NOUN
cana-1538	55	55	,	,	PUNCT
cana-1538	55	56	emotion	emotion	NOUN
cana-1538	55	57	and	and	CCONJ
cana-1538	55	58	introduces	introduce	VERB
cana-1538	55	59	a	a	DET
cana-1538	55	60	new	new	ADJ
cana-1538	55	61	dimension	dimension	NOUN
cana-1538	55	62	,	,	PUNCT
cana-1538	55	63	which	which	PRON
cana-1538	55	64	enhances	enhance	VERB
cana-1538	55	65	the	the	DET
cana-1538	55	66	search	search	NOUN
cana-1538	55	67	process	process	NOUN
cana-1538	55	68	.	.	PUNCT
cana-1538	56	1	the	the	DET
cana-1538	56	2	research	research	NOUN
cana-1538	56	3	paper	paper	NOUN
cana-1538	56	4	highlights	highlight	NOUN
cana-1538	56	5	the	the	DET
cana-1538	56	6	challenges	challenge	NOUN
cana-1538	56	7	associated	associate	VERB
cana-1538	56	8	with	with	ADP
cana-1538	56	9	accurately	accurately	ADV
cana-1538	56	10	unpacking	unpack	VERB
cana-1538	56	11	meaning	meaning	NOUN
cana-1538	56	12	from	from	ADP
cana-1538	56	13	audio	audio	ADJ
cana-1538	56	14	data	datum	NOUN
cana-1538	56	15	,	,	PUNCT
cana-1538	56	16	particularly	particularly	ADV
cana-1538	56	17	in	in	ADP
cana-1538	56	18	consumer	consumer	NOUN
cana-1538	56	19	research	research	NOUN
cana-1538	56	20	and	and	CCONJ
cana-1538	56	21	social	social	ADJ
cana-1538	56	22	media	medium	NOUN
cana-1538	56	23	interactions	interaction	NOUN
cana-1538	56	24	.	.	PUNCT
cana-1538	57	1	despite	despite	SCONJ
cana-1538	57	2	these	these	DET
cana-1538	57	3	challenges	challenge	NOUN
cana-1538	57	4	,	,	PUNCT
cana-1538	57	5	advances	advance	NOUN
cana-1538	57	6	in	in	ADP
cana-1538	57	7	sensory	sensory	ADJ
cana-1538	57	8	analysis	analysis	NOUN
cana-1538	57	9	techniques	technique	NOUN
cana-1538	57	10	,	,	PUNCT
cana-1538	57	11	as	as	ADV
cana-1538	57	12	well	well	ADV
cana-1538	57	13	as	as	ADP
cana-1538	57	14	sophisticated	sophisticated	ADJ
cana-1538	57	15	systems	system	NOUN
cana-1538	57	16	such	such	ADJ
cana-1538	57	17	as	as	ADP
cana-1538	57	18	the	the	DET
cana-1538	57	19	integration	integration	NOUN
cana-1538	57	20	of	of	ADP
cana-1538	57	21	long	long	ADJ
cana-1538	57	22	-	-	PUNCT
cana-1538	57	23	term	term	NOUN
cana-1538	57	24	and	and	CCONJ
cana-1538	57	25	short	short	ADJ
cana-1538	57	26	-	-	PUNCT
cana-1538	57	27	term	term	NOUN
cana-1538	57	28	memory	memory	NOUN
cana-1538	57	29	(	(	PUNCT
cana-1538	57	30	lstm	lstm	NOUN
cana-1538	57	31	)	)	PUNCT
cana-1538	57	32	,	,	PUNCT
cana-1538	57	33	have	have	AUX
cana-1538	57	34	greatly	greatly	ADV
cana-1538	57	35	increased	increase	VERB
cana-1538	57	36	the	the	DET
cana-1538	57	37	efficiency	efficiency	NOUN
cana-1538	57	38	of	of	ADP
cana-1538	57	39	audio	audio	ADJ
cana-1538	57	40	data	datum	NOUN
cana-1538	57	41	analysis	analysis	NOUN
cana-1538	57	42	.	.	PUNCT
cana-1538	58	1	motivation	motivation	NOUN
cana-1538	58	2	:	:	PUNCT
cana-1538	58	3	the	the	DET
cana-1538	58	4	motivation	motivation	NOUN
cana-1538	58	5	behind	behind	ADP
cana-1538	58	6	this	this	DET
cana-1538	58	7	paper	paper	NOUN
cana-1538	58	8	comes	come	VERB
cana-1538	58	9	from	from	ADP
cana-1538	58	10	the	the	DET
cana-1538	58	11	increasing	increase	VERB
cana-1538	58	12	challenges	challenge	NOUN
cana-1538	58	13	associated	associate	VERB
cana-1538	58	14	with	with	ADP
cana-1538	58	15	traditional	traditional	ADJ
cana-1538	58	16	methods	method	NOUN
cana-1538	58	17	of	of	ADP
cana-1538	58	18	analysing	analyse	VERB
cana-1538	58	19	customer	customer	NOUN
cana-1538	58	20	feedback	feedback	NOUN
cana-1538	58	21	,	,	PUNCT
cana-1538	58	22	especially	especially	ADV
cana-1538	58	23	in	in	ADP
cana-1538	58	24	capturing	capture	VERB
cana-1538	58	25	and	and	CCONJ
cana-1538	58	26	interpreting	interpret	VERB
cana-1538	58	27	customer	customer	NOUN
cana-1538	58	28	sentiment	sentiment	NOUN
cana-1538	58	29	effectively	effectively	ADV
cana-1538	58	30	.	.	PUNCT
cana-1538	59	1	recognizing	recognize	VERB
cana-1538	59	2	the	the	DET
cana-1538	59	3	limitations	limitation	NOUN
cana-1538	59	4	of	of	ADP
cana-1538	59	5	traditional	traditional	ADJ
cana-1538	59	6	feedback	feedback	NOUN
cana-1538	59	7	mechanisms	mechanism	NOUN
cana-1538	59	8	that	that	PRON
cana-1538	59	9	rely	rely	VERB
cana-1538	59	10	on	on	ADP
cana-1538	59	11	written	write	VERB
cana-1538	59	12	and	and	CCONJ
cana-1538	59	13	verbal	verbal	ADJ
cana-1538	59	14	communication	communication	NOUN
cana-1538	59	15	,	,	PUNCT
cana-1538	59	16	the	the	DET
cana-1538	59	17	study	study	NOUN
cana-1538	59	18	seeks	seek	VERB
cana-1538	59	19	to	to	PART
cana-1538	59	20	explore	explore	VERB
cana-1538	59	21	alternative	alternative	ADJ
cana-1538	59	22	ways	way	NOUN
cana-1538	59	23	to	to	PART
cana-1538	59	24	make	make	VERB
cana-1538	59	25	sense	sense	NOUN
cana-1538	59	26	of	of	ADP
cana-1538	59	27	customer	customer	NOUN
cana-1538	59	28	feedback	feedback	NOUN
cana-1538	59	29	greater	great	ADJ
cana-1538	59	30	than	than	ADP
cana-1538	59	31	by	by	ADP
cana-1538	59	32	promoting	promote	VERB
cana-1538	59	33	a	a	DET
cana-1538	59	34	deeper	deep	ADJ
cana-1538	59	35	insight	insight	NOUN
cana-1538	59	36	into	into	ADP
cana-1538	59	37	tacit	tacit	ADJ
cana-1538	59	38	delivery	delivery	NOUN
cana-1538	59	39	systems	system	NOUN
cana-1538	59	40	and	and	CCONJ
cana-1538	59	41	integrating	integrate	VERB
cana-1538	59	42	natural	natural	ADJ
cana-1538	59	43	language	language	NOUN
cana-1538	59	44	processing	processing	NOUN
cana-1538	59	45	(	(	PUNCT
cana-1538	59	46	nlp	nlp	NOUN
cana-1538	59	47	)	)	PUNCT
cana-1538	59	48	into	into	ADP
cana-1538	59	49	audio	audio	ADJ
cana-1538	59	50	recording	recording	NOUN
cana-1538	59	51	,	,	PUNCT
cana-1538	59	52	the	the	DET
cana-1538	59	53	research	research	NOUN
cana-1538	59	54	aims	aim	VERB
cana-1538	59	55	to	to	PART
cana-1538	59	56	outdo	outdo	VERB
cana-1538	59	57	traditional	traditional	ADJ
cana-1538	59	58	methods	method	NOUN
cana-1538	59	59	overcome	overcome	VERB
cana-1538	59	60	and	and	CCONJ
cana-1538	59	61	empower	empower	NOUN
cana-1538	59	62	clients	client	NOUN
cana-1538	59	63	to	to	PART
cana-1538	59	64	let	let	VERB
cana-1538	59	65	their	their	PRON
cana-1538	59	66	minds	mind	NOUN
cana-1538	59	67	flow	flow	VERB
cana-1538	59	68	effortlessly	effortlessly	ADV
cana-1538	59	69	[	[	X
cana-1538	59	70	8	8	NUM
cana-1538	59	71	]	]	PUNCT
cana-1538	59	72	.	.	PUNCT
cana-1538	60	1	the	the	DET
cana-1538	60	2	proposed	propose	VERB
cana-1538	60	3	system	system	NOUN
cana-1538	60	4	of	of	ADP
cana-1538	60	5	silent	silent	ADJ
cana-1538	60	6	feedback	feedback	NOUN
cana-1538	60	7	represents	represent	VERB
cana-1538	60	8	a	a	DET
cana-1538	60	9	paradigm	paradigm	NOUN
cana-1538	60	10	shift	shift	NOUN
cana-1538	60	11	in	in	ADP
cana-1538	60	12	how	how	SCONJ
cana-1538	60	13	employees	employee	NOUN
cana-1538	60	14	perceive	perceive	VERB
cana-1538	60	15	and	and	CCONJ
cana-1538	60	16	respond	respond	VERB
cana-1538	60	17	to	to	ADP
cana-1538	60	18	customer	customer	NOUN
cana-1538	60	19	emotions	emotion	NOUN
cana-1538	60	20	,	,	PUNCT
cana-1538	60	21	opening	open	VERB
cana-1538	60	22	new	new	ADJ
cana-1538	60	23	avenues	avenue	NOUN
cana-1538	60	24	for	for	ADP
cana-1538	60	25	improved	improved	ADJ
cana-1538	60	26	customer	customer	NOUN
cana-1538	60	27	insight	insight	NOUN
cana-1538	60	28	.	.	PUNCT
cana-1538	61	1	the	the	DET
cana-1538	61	2	foundational	foundational	ADJ
cana-1538	61	3	goals	goal	NOUN
cana-1538	61	4	revolve	revolve	VERB
cana-1538	61	5	around	around	ADP
cana-1538	61	6	designing	design	VERB
cana-1538	61	7	and	and	CCONJ
cana-1538	61	8	editing	edit	VERB
cana-1538	61	9	a	a	DET
cana-1538	61	10	silent	silent	ADJ
cana-1538	61	11	delivery	delivery	NOUN
cana-1538	61	12	system	system	NOUN
cana-1538	61	13	that	that	PRON
cana-1538	61	14	turns	turn	VERB
cana-1538	61	15	audio	audio	ADJ
cana-1538	61	16	recordings	recording	NOUN
cana-1538	61	17	into	into	ADP
cana-1538	61	18	rich	rich	ADJ
cana-1538	61	19	consumer	consumer	NOUN
cana-1538	61	20	sensations	sensation	NOUN
cana-1538	61	21	.	.	PUNCT
cana-1538	62	1	through	through	ADP
cana-1538	62	2	advanced	advanced	ADJ
cana-1538	62	3	nlp	nlp	NOUN
cana-1538	62	4	techniques	technique	NOUN
cana-1538	62	5	,	,	PUNCT
cana-1538	62	6	the	the	DET
cana-1538	62	7	research	research	NOUN
cana-1538	62	8	explores	explore	VERB
cana-1538	62	9	the	the	DET
cana-1538	62	10	complex	complex	ADJ
cana-1538	62	11	emotions	emotion	NOUN
cana-1538	62	12	of	of	ADP
cana-1538	62	13	non	non	ADJ
cana-1538	62	14	-	-	ADJ
cana-1538	62	15	verbal	verbal	ADJ
cana-1538	62	16	terms	term	NOUN
cana-1538	62	17	,	,	PUNCT
cana-1538	62	18	aiming	aim	VERB
cana-1538	62	19	to	to	PART
cana-1538	62	20	identify	identify	VERB
cana-1538	62	21	specific	specific	ADJ
cana-1538	62	22	aspects	aspect	NOUN
cana-1538	62	23	of	of	ADP
cana-1538	62	24	customer	customer	NOUN
cana-1538	62	25	experience	experience	NOUN
cana-1538	62	26	and	and	CCONJ
cana-1538	62	27	provide	provide	VERB
cana-1538	62	28	nuanced	nuanced	ADJ
cana-1538	62	29	understandings	understanding	NOUN
cana-1538	62	30	of	of	ADP
cana-1538	62	31	what	what	PRON
cana-1538	62	32	they	they	PRON
cana-1538	62	33	want	want	VERB
cana-1538	62	34	and	and	CCONJ
cana-1538	62	35	what	what	DET
cana-1538	62	36	anxiety	anxiety	NOUN
cana-1538	62	37	has	have	AUX
cana-1538	62	38	eased	ease	VERB
cana-1538	62	39	.	.	PUNCT
cana-1538	63	1	furthermore	furthermore	ADV
cana-1538	63	2	,	,	PUNCT
cana-1538	63	3	the	the	DET
cana-1538	63	4	study	study	NOUN
cana-1538	63	5	highlights	highlight	VERB
cana-1538	63	6	the	the	DET
cana-1538	63	7	importance	importance	NOUN
cana-1538	63	8	of	of	ADP
cana-1538	63	9	comprehensive	comprehensive	ADJ
cana-1538	63	10	assessments	assessment	NOUN
cana-1538	63	11	that	that	PRON
cana-1538	63	12	go	go	VERB
cana-1538	63	13	beyond	beyond	ADP
cana-1538	63	14	emotional	emotional	ADJ
cana-1538	63	15	polarity	polarity	NOUN
cana-1538	63	16	,	,	PUNCT
cana-1538	63	17	and	and	CCONJ
cana-1538	63	18	enable	enable	VERB
cana-1538	63	19	the	the	DET
cana-1538	63	20	development	development	NOUN
cana-1538	63	21	of	of	ADP
cana-1538	63	22	proactive	proactive	ADJ
cana-1538	63	23	response	response	NOUN
cana-1538	63	24	strategies	strategy	NOUN
cana-1538	63	25	[	[	X
cana-1538	63	26	9	9	NUM
cana-1538	63	27	]	]	PUNCT
cana-1538	63	28	.	.	PUNCT
cana-1538	64	1	the	the	DET
cana-1538	64	2	structured	structured	ADJ
cana-1538	64	3	interaction	interaction	NOUN
cana-1538	64	4	between	between	ADP
cana-1538	64	5	tacit	tacit	ADJ
cana-1538	64	6	feedback	feedback	NOUN
cana-1538	64	7	and	and	CCONJ
cana-1538	64	8	nlp	nlp	NOUN
cana-1538	64	9	creates	create	VERB
cana-1538	64	10	unprecedented	unprecedented	ADJ
cana-1538	64	11	opportunities	opportunity	NOUN
cana-1538	64	12	to	to	PART
cana-1538	64	13	elevate	elevate	VERB
cana-1538	64	14	customer	customer	NOUN
cana-1538	64	15	engagement	engagement	NOUN
cana-1538	64	16	and	and	CCONJ
cana-1538	64	17	refine	refine	VERB
cana-1538	64	18	business	business	NOUN
cana-1538	64	19	actions	action	NOUN
cana-1538	64	20	based	base	VERB
cana-1538	64	21	on	on	ADP
cana-1538	64	22	authentic	authentic	ADJ
cana-1538	64	23	,	,	PUNCT
cana-1538	64	24	unrefined	unrefined	ADJ
cana-1538	64	25	customer	customer	NOUN
cana-1538	64	26	emotions	emotion	NOUN
cana-1538	64	27	.	.	PUNCT
cana-1538	65	1	overall	overall	ADV
cana-1538	65	2	,	,	PUNCT
cana-1538	65	3	the	the	DET
cana-1538	65	4	study	study	NOUN
cana-1538	65	5	makes	make	VERB
cana-1538	65	6	a	a	DET
cana-1538	65	7	significant	significant	ADJ
cana-1538	65	8	contribution	contribution	NOUN
cana-1538	65	9	to	to	ADP
cana-1538	65	10	the	the	DET
cana-1538	65	11	burgeoning	burgeon	VERB
cana-1538	65	12	field	field	NOUN
cana-1538	65	13	of	of	ADP
cana-1538	65	14	customer	customer	NOUN
cana-1538	65	15	experience	experience	NOUN
cana-1538	65	16	analytics	analytic	NOUN
cana-1538	65	17	by	by	ADP
cana-1538	65	18	providing	provide	VERB
cana-1538	65	19	an	an	DET
cana-1538	65	20	innovative	innovative	ADJ
cana-1538	65	21	approach	approach	NOUN
cana-1538	65	22	that	that	PRON
cana-1538	65	23	empowers	empower	VERB
cana-1538	65	24	companies	company	NOUN
cana-1538	65	25	to	to	PART
cana-1538	65	26	uncover	uncover	VERB
cana-1538	65	27	untold	untold	ADJ
cana-1538	65	28	aspects	aspect	NOUN
cana-1538	65	29	of	of	ADP
cana-1538	65	30	customer	customer	NOUN
cana-1538	65	31	feedback	feedback	NOUN
cana-1538	65	32	.	.	PUNCT
cana-1538	66	1	by	by	ADP
cana-1538	66	2	bridging	bridge	VERB
cana-1538	66	3	the	the	DET
cana-1538	66	4	important	important	ADJ
cana-1538	66	5	gap	gap	NOUN
cana-1538	66	6	between	between	ADP
cana-1538	66	7	tacit	tacit	ADJ
cana-1538	66	8	expression	expression	NOUN
cana-1538	66	9	and	and	CCONJ
cana-1538	66	10	nlp	nlp	NOUN
cana-1538	66	11	,	,	PUNCT
cana-1538	66	12	the	the	DET
cana-1538	66	13	research	research	NOUN
cana-1538	66	14	not	not	PART
cana-1538	66	15	only	only	ADV
cana-1538	66	16	marks	mark	VERB
cana-1538	66	17	a	a	DET
cana-1538	66	18	revolutionary	revolutionary	ADJ
cana-1538	66	19	step	step	NOUN
cana-1538	66	20	in	in	ADP
cana-1538	66	21	the	the	DET
cana-1538	66	22	analysis	analysis	NOUN
cana-1538	66	23	of	of	ADP
cana-1538	66	24	customer	customer	NOUN
cana-1538	66	25	experiences	experience	NOUN
cana-1538	66	26	but	but	CCONJ
cana-1538	66	27	also	also	ADV
cana-1538	66	28	leads	lead	VERB
cana-1538	66	29	to	to	ADP
cana-1538	66	30	future	future	ADJ
cana-1538	66	31	developments	development	NOUN
cana-1538	66	32	in	in	ADP
cana-1538	66	33	the	the	DET
cana-1538	66	34	voice	voice	NOUN
cana-1538	66	35	of	of	ADP
cana-1538	66	36	the	the	DET
cana-1538	66	37	customer	customer	NOUN
cana-1538	66	38	it	it	PRON
cana-1538	66	39	is	be	AUX
cana-1538	66	40	also	also	ADV
cana-1538	66	41	established	establish	VERB
cana-1538	66	42	in	in	ADP
cana-1538	66	43	the	the	DET
cana-1538	66	44	understanding	understanding	NOUN
cana-1538	66	45	and	and	CCONJ
cana-1538	66	46	response	response	NOUN
cana-1538	66	47	of	of	ADP
cana-1538	66	48	the	the	DET
cana-1538	66	49	subtlety	subtlety	NOUN
cana-1538	67	1	[	[	X
cana-1538	67	2	10	10	NUM
cana-1538	67	3	]	]	PUNCT
cana-1538	67	4	.	.	PUNCT
cana-1538	68	1	3	3	X
cana-1538	68	2	.	.	X
cana-1538	68	3	contributions	contribution	NOUN
cana-1538	68	4	of	of	ADP
cana-1538	68	5	the	the	DET
cana-1538	68	6	proposed	propose	VERB
cana-1538	68	7	study	study	NOUN
cana-1538	68	8	•	•	NOUN
cana-1538	68	9	increases	increase	VERB
cana-1538	68	10	the	the	DET
cana-1538	68	11	quality	quality	NOUN
cana-1538	68	12	of	of	ADP
cana-1538	68	13	silent	silent	ADJ
cana-1538	68	14	analytics	analytic	NOUN
cana-1538	68	15	delivered	deliver	VERB
cana-1538	68	16	using	use	VERB
cana-1538	68	17	nlp	nlp	NOUN
cana-1538	68	18	on	on	ADP
cana-1538	68	19	audio	audio	ADJ
cana-1538	68	20	recordings	recording	NOUN
cana-1538	68	21	,	,	PUNCT
cana-1538	68	22	transforming	transform	VERB
cana-1538	68	23	customer	customer	NOUN
cana-1538	68	24	sentiment	sentiment	NOUN
cana-1538	68	25	interpretation	interpretation	NOUN
cana-1538	68	26	beyond	beyond	ADP
cana-1538	68	27	traditional	traditional	ADJ
cana-1538	68	28	methods	method	NOUN
cana-1538	68	29	.	.	PUNCT
cana-1538	69	1	•	•	NUM
cana-1538	69	2	develops	develop	VERB
cana-1538	69	3	reliable	reliable	ADJ
cana-1538	69	4	silent	silent	ADJ
cana-1538	69	5	feedback	feedback	NOUN
cana-1538	69	6	systems	system	NOUN
cana-1538	69	7	,	,	PUNCT
cana-1538	69	8	enhancing	enhance	VERB
cana-1538	69	9	customer	customer	NOUN
cana-1538	69	10	insights	insight	NOUN
cana-1538	69	11	from	from	ADP
cana-1538	69	12	audio	audio	ADJ
cana-1538	69	13	recordings	recording	NOUN
cana-1538	69	14	for	for	ADP
cana-1538	69	15	improved	improved	ADJ
cana-1538	69	16	feedback	feedback	NOUN
cana-1538	69	17	strategies	strategy	NOUN
cana-1538	69	18	.	.	PUNCT
cana-1538	70	1	•	•	NUM
cana-1538	70	2	advanced	advanced	ADJ
cana-1538	70	3	nlp	nlp	NOUN
cana-1538	70	4	techniques	technique	NOUN
cana-1538	70	5	identify	identify	VERB
cana-1538	70	6	emotional	emotional	ADJ
cana-1538	70	7	gaps	gap	NOUN
cana-1538	70	8	and	and	CCONJ
cana-1538	70	9	emerging	emerge	VERB
cana-1538	70	10	trends	trend	NOUN
cana-1538	70	11	in	in	ADP
cana-1538	70	12	customer	customer	NOUN
cana-1538	70	13	responses	response	NOUN
cana-1538	70	14	for	for	ADP
cana-1538	70	15	prompt	prompt	ADJ
cana-1538	70	16	response	response	NOUN
cana-1538	70	17	strategies	strategy	NOUN
cana-1538	70	18	.	.	PUNCT
cana-1538	71	1	•	•	NUM
cana-1538	71	2	integrated	integrate	VERB
cana-1538	71	3	silent	silent	ADJ
cana-1538	71	4	feedback	feedback	NOUN
cana-1538	71	5	and	and	CCONJ
cana-1538	71	6	nlp	nlp	NOUN
cana-1538	71	7	optimize	optimize	NOUN
cana-1538	71	8	communication	communication	NOUN
cana-1538	71	9	,	,	PUNCT
cana-1538	71	10	refine	refine	VERB
cana-1538	71	11	business	business	NOUN
cana-1538	71	12	practices	practice	NOUN
cana-1538	71	13	and	and	CCONJ
cana-1538	71	14	advance	advance	NOUN
cana-1538	71	15	customer	customer	NOUN
cana-1538	71	16	experience	experience	NOUN
cana-1538	71	17	analysis	analysis	NOUN
cana-1538	71	18	in	in	ADP
cana-1538	71	19	case	case	NOUN
cana-1538	71	20	studies	study	NOUN
cana-1538	71	21	.	.	PUNCT
cana-1538	72	1	communications	communication	NOUN
cana-1538	72	2	on	on	ADP
cana-1538	72	3	applied	apply	VERB
cana-1538	72	4	nonlinear	nonlinear	ADJ
cana-1538	72	5	analysis	analysis	NOUN
cana-1538	72	6	issn	issn	NOUN
cana-1538	72	7	:	:	PUNCT
cana-1538	72	8	1074	1074	NUM
cana-1538	72	9	-	-	PUNCT
cana-1538	72	10	133x	133x	NUM
cana-1538	72	11	vol	vol	NOUN
cana-1538	72	12	31	31	NUM
cana-1538	72	13	no	no	NOUN
cana-1538	72	14	.	.	PUNCT
cana-1538	73	1	8s	8s	PROPN
cana-1538	73	2	(	(	PUNCT
cana-1538	73	3	2024	2024	NUM
cana-1538	73	4	)	)	PUNCT
cana-1538	73	5	463	463	NUM
cana-1538	73	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1538	73	7	4	4	X
cana-1538	73	8	.	.	X
cana-1538	73	9	literature	literature	NOUN
cana-1538	73	10	review	review	VERB
cana-1538	73	11	the	the	DET
cana-1538	73	12	literature	literature	NOUN
cana-1538	73	13	on	on	ADP
cana-1538	73	14	machine	machine	NOUN
cana-1538	73	15	learning	learning	NOUN
cana-1538	73	16	(	(	PUNCT
cana-1538	73	17	ml	ml	NOUN
cana-1538	73	18	)	)	PUNCT
cana-1538	73	19	and	and	CCONJ
cana-1538	73	20	natural	natural	ADJ
cana-1538	73	21	language	language	NOUN
cana-1538	73	22	processing	processing	NOUN
cana-1538	73	23	(	(	PUNCT
cana-1538	73	24	nlp	nlp	NOUN
cana-1538	73	25	)	)	PUNCT
cana-1538	73	26	for	for	ADP
cana-1538	73	27	analysis	analysis	NOUN
cana-1538	73	28	unstructured	unstructure	VERB
cana-1538	73	29	patient	patient	ADJ
cana-1538	73	30	feedback	feedback	NOUN
cana-1538	73	31	has	have	AUX
cana-1538	73	32	gained	gain	VERB
cana-1538	73	33	significant	significant	ADJ
cana-1538	73	34	attention	attention	NOUN
cana-1538	73	35	due	due	ADP
cana-1538	73	36	to	to	ADP
cana-1538	73	37	the	the	DET
cana-1538	73	38	rich	rich	ADJ
cana-1538	73	39	insights	insight	NOUN
cana-1538	73	40	such	such	ADJ
cana-1538	73	41	data	datum	NOUN
cana-1538	73	42	can	can	AUX
cana-1538	73	43	provide	provide	VERB
cana-1538	73	44	.	.	PUNCT
cana-1538	74	1	this	this	DET
cana-1538	74	2	systematic	systematic	ADJ
cana-1538	74	3	review	review	NOUN
cana-1538	74	4	encompasses	encompass	VERB
cana-1538	74	5	19	19	NUM
cana-1538	74	6	articles	article	NOUN
cana-1538	74	7	,	,	PUNCT
cana-1538	74	8	revealing	reveal	VERB
cana-1538	74	9	a	a	DET
cana-1538	74	10	predominant	predominant	ADJ
cana-1538	74	11	concentrate	concentrate	NOUN
cana-1538	74	12	(	(	PUNCT
cana-1538	74	13	80	80	NUM
cana-1538	74	14	%	%	NOUN
cana-1538	74	15	)	)	PUNCT
cana-1538	74	16	on	on	ADP
cana-1538	74	17	the	the	DET
cana-1538	74	18	linguistic	linguistic	ADJ
cana-1538	74	19	analysis	analysis	NOUN
cana-1538	74	20	of	of	ADP
cana-1538	74	21	patient	patient	ADJ
cana-1538	74	22	comments	comment	NOUN
cana-1538	74	23	obtained	obtain	VERB
cana-1538	74	24	from	from	ADP
cana-1538	74	25	uninvited	uninvited	ADJ
cana-1538	74	26	social	social	ADJ
cana-1538	74	27	media	medium	NOUN
cana-1538	74	28	platforms	platform	NOUN
cana-1538	74	29	,	,	PUNCT
cana-1538	74	30	with	with	ADP
cana-1538	74	31	formal	formal	ADJ
cana-1538	74	32	surveys	survey	NOUN
cana-1538	74	33	coming	come	VERB
cana-1538	74	34	in	in	ADP
cana-1538	74	35	second	second	ADJ
cana-1538	74	36	(	(	PUNCT
cana-1538	74	37	solicited	solicit	VERB
cana-1538	74	38	)	)	PUNCT
cana-1538	74	39	.	.	PUNCT
cana-1538	75	1	the	the	DET
cana-1538	75	2	most	most	ADV
cana-1538	75	3	often	often	ADV
cana-1538	75	4	used	use	VERB
cana-1538	75	5	method	method	NOUN
cana-1538	75	6	was	be	AUX
cana-1538	75	7	supervised	supervise	VERB
cana-1538	75	8	learning	learn	VERB
cana-1538	75	9	(	(	PUNCT
cana-1538	75	10	n	n	NOUN
cana-1538	75	11	=	=	SYM
cana-1538	75	12	9	9	NUM
cana-1538	75	13	)	)	PUNCT
cana-1538	75	14	,	,	PUNCT
cana-1538	75	15	which	which	PRON
cana-1538	75	16	was	be	AUX
cana-1538	75	17	followed	follow	VERB
cana-1538	75	18	by	by	ADP
cana-1538	75	19	unsupervised	unsupervised	ADJ
cana-1538	75	20	(	(	PUNCT
cana-1538	75	21	n	n	NOUN
cana-1538	75	22	=	=	SYM
cana-1538	75	23	6	6	NUM
cana-1538	75	24	)	)	PUNCT
cana-1538	75	25	and	and	CCONJ
cana-1538	75	26	semi	semi	ADJ
cana-1538	75	27	-	-	ADJ
cana-1538	75	28	supervised	supervised	ADJ
cana-1538	75	29	(	(	PUNCT
cana-1538	75	30	n	n	NOUN
cana-1538	75	31	=	=	SYM
cana-1538	75	32	3	3	X
cana-1538	75	33	)	)	PUNCT
cana-1538	75	34	approaches	approach	NOUN
cana-1538	75	35	.	.	PUNCT
cana-1538	76	1	while	while	SCONJ
cana-1538	76	2	free	free	ADJ
cana-1538	76	3	-	-	PUNCT
cana-1538	76	4	text	text	NOUN
cana-1538	76	5	answers	answer	NOUN
cana-1538	76	6	from	from	ADP
cana-1538	76	7	structured	structured	ADJ
cana-1538	76	8	questionnaires	questionnaire	NOUN
cana-1538	76	9	were	be	AUX
cana-1538	76	10	processed	process	VERB
cana-1538	76	11	using	use	VERB
cana-1538	76	12	a	a	DET
cana-1538	76	13	supervised	supervised	ADJ
cana-1538	76	14	method	method	NOUN
cana-1538	76	15	,	,	PUNCT
cana-1538	76	16	social	social	ADJ
cana-1538	76	17	media	medium	NOUN
cana-1538	76	18	comments	comment	NOUN
cana-1538	76	19	were	be	AUX
cana-1538	76	20	analyzed	analyze	VERB
cana-1538	76	21	using	use	VERB
cana-1538	76	22	an	an	DET
cana-1538	76	23	unsupervised	unsupervised	ADJ
cana-1538	76	24	approach	approach	NOUN
cana-1538	76	25	[	[	X
cana-1538	76	26	11	11	NUM
cana-1538	76	27	]	]	PUNCT
cana-1538	76	28	.	.	PUNCT
cana-1538	77	1	the	the	DET
cana-1538	77	2	most	most	ADV
cana-1538	77	3	successful	successful	ADJ
cana-1538	77	4	machine	machine	NOUN
cana-1538	77	5	learning	learn	VERB
cana-1538	77	6	classifiers	classifier	NOUN
cana-1538	77	7	were	be	AUX
cana-1538	77	8	found	find	VERB
cana-1538	77	9	to	to	PART
cana-1538	77	10	be	be	AUX
cana-1538	77	11	support	support	NOUN
cana-1538	77	12	vector	vector	NOUN
cana-1538	77	13	machines	machine	NOUN
cana-1538	77	14	and	and	CCONJ
cana-1538	77	15	naïve	naïve	ADJ
cana-1538	77	16	bayes	bayes	NOUN
cana-1538	77	17	,	,	PUNCT
cana-1538	77	18	according	accord	VERB
cana-1538	77	19	to	to	ADP
cana-1538	77	20	performance	performance	NOUN
cana-1538	77	21	metrics	metric	NOUN
cana-1538	77	22	like	like	ADP
cana-1538	77	23	precision	precision	NOUN
cana-1538	77	24	,	,	PUNCT
cana-1538	77	25	recall	recall	NOUN
cana-1538	77	26	,	,	PUNCT
cana-1538	77	27	and	and	CCONJ
cana-1538	77	28	f	f	X
cana-1538	77	29	-	-	PUNCT
cana-1538	77	30	measure	measure	NOUN
cana-1538	77	31	that	that	PRON
cana-1538	77	32	were	be	AUX
cana-1538	77	33	reported	report	VERB
cana-1538	77	34	.	.	PUNCT
cana-1538	78	1	the	the	DET
cana-1538	78	2	findings	finding	NOUN
cana-1538	78	3	underscore	underscore	VERB
cana-1538	78	4	the	the	DET
cana-1538	78	5	increasing	increase	VERB
cana-1538	78	6	significance	significance	NOUN
cana-1538	78	7	of	of	ADP
cana-1538	78	8	nlp	nlp	NOUN
cana-1538	78	9	and	and	CCONJ
cana-1538	78	10	ml	ml	X
cana-1538	78	11	as	as	ADP
cana-1538	78	12	essential	essential	ADJ
cana-1538	78	13	tools	tool	NOUN
cana-1538	78	14	for	for	ADP
cana-1538	78	15	handling	handle	VERB
cana-1538	78	16	unstructured	unstructured	ADJ
cana-1538	78	17	patient	patient	ADJ
cana-1538	78	18	feedback	feedback	NOUN
cana-1538	78	19	.	.	PUNCT
cana-1538	79	1	the	the	DET
cana-1538	79	2	choice	choice	NOUN
cana-1538	79	3	between	between	ADP
cana-1538	79	4	supervised	supervised	ADJ
cana-1538	79	5	and	and	CCONJ
cana-1538	79	6	unsupervised	unsupervised	ADJ
cana-1538	79	7	approaches	approach	NOUN
cana-1538	79	8	is	be	AUX
cana-1538	79	9	contingent	contingent	ADJ
cana-1538	79	10	upon	upon	SCONJ
cana-1538	79	11	the	the	DET
cana-1538	79	12	data	datum	NOUN
cana-1538	79	13	source	source	NOUN
cana-1538	79	14	,	,	PUNCT
cana-1538	79	15	reflecting	reflect	VERB
cana-1538	79	16	the	the	DET
cana-1538	79	17	diversity	diversity	NOUN
cana-1538	79	18	of	of	ADP
cana-1538	79	19	patient	patient	ADJ
cana-1538	79	20	feedback	feedback	NOUN
cana-1538	79	21	origins	origin	NOUN
cana-1538	79	22	.	.	PUNCT
cana-1538	80	1	as	as	SCONJ
cana-1538	80	2	healthcare	healthcare	NOUN
cana-1538	80	3	organizations	organization	NOUN
cana-1538	80	4	grapple	grapple	VERB
cana-1538	80	5	with	with	ADP
cana-1538	80	6	substantial	substantial	ADJ
cana-1538	80	7	volumes	volume	NOUN
cana-1538	80	8	of	of	ADP
cana-1538	80	9	unstructured	unstructured	ADJ
cana-1538	80	10	free	free	ADJ
cana-1538	80	11	-	-	PUNCT
cana-1538	80	12	text	text	NOUN
cana-1538	80	13	data	datum	NOUN
cana-1538	80	14	,	,	PUNCT
cana-1538	80	15	these	these	DET
cana-1538	80	16	advanced	advanced	ADJ
cana-1538	80	17	data	datum	NOUN
cana-1538	80	18	analysis	analysis	NOUN
cana-1538	80	19	tools	tool	NOUN
cana-1538	80	20	offer	offer	VERB
cana-1538	80	21	promising	promise	VERB
cana-1538	80	22	avenues	avenue	NOUN
cana-1538	80	23	for	for	ADP
cana-1538	80	24	extracting	extract	VERB
cana-1538	80	25	valuable	valuable	ADJ
cana-1538	80	26	insights	insight	NOUN
cana-1538	80	27	.	.	PUNCT
cana-1538	81	1	continued	continue	VERB
cana-1538	81	2	advancements	advancement	NOUN
cana-1538	81	3	in	in	ADP
cana-1538	81	4	data	datum	NOUN
cana-1538	81	5	analysis	analysis	NOUN
cana-1538	81	6	tools	tool	NOUN
cana-1538	81	7	are	be	AUX
cana-1538	81	8	expected	expect	VERB
cana-1538	81	9	to	to	PART
cana-1538	81	10	enhance	enhance	VERB
cana-1538	81	11	the	the	DET
cana-1538	81	12	utility	utility	NOUN
cana-1538	81	13	of	of	ADP
cana-1538	81	14	nlp	nlp	NOUN
cana-1538	81	15	and	and	CCONJ
cana-1538	81	16	ml	ml	NOUN
cana-1538	81	17	techniques	technique	NOUN
cana-1538	81	18	,	,	PUNCT
cana-1538	81	19	providing	provide	VERB
cana-1538	81	20	healthcare	healthcare	NOUN
cana-1538	81	21	organizations	organization	NOUN
cana-1538	81	22	with	with	ADP
cana-1538	81	23	robust	robust	ADJ
cana-1538	81	24	means	mean	NOUN
cana-1538	81	25	to	to	PART
cana-1538	81	26	extract	extract	VERB
cana-1538	81	27	meaningful	meaningful	ADJ
cana-1538	81	28	information	information	NOUN
cana-1538	81	29	from	from	ADP
cana-1538	81	30	unstructured	unstructured	ADJ
cana-1538	81	31	patient	patient	ADJ
cana-1538	81	32	feedback	feedback	NOUN
cana-1538	81	33	.	.	PUNCT
cana-1538	82	1	sarcopenia	sarcopenia	NOUN
cana-1538	82	2	,	,	PUNCT
cana-1538	82	3	characterized	characterize	VERB
cana-1538	82	4	by	by	ADP
cana-1538	82	5	age	age	NOUN
cana-1538	82	6	-	-	PUNCT
cana-1538	82	7	related	relate	VERB
cana-1538	82	8	muscle	muscle	NOUN
cana-1538	82	9	loss	loss	NOUN
cana-1538	82	10	,	,	PUNCT
cana-1538	82	11	can	can	AUX
cana-1538	82	12	be	be	AUX
cana-1538	82	13	effectively	effectively	ADV
cana-1538	82	14	addressed	address	VERB
cana-1538	82	15	through	through	ADP
cana-1538	82	16	confrontation	confrontation	NOUN
cana-1538	82	17	based	base	VERB
cana-1538	82	18	bodily	bodily	ADJ
cana-1538	82	19	activity	activity	NOUN
cana-1538	82	20	.	.	PUNCT
cana-1538	83	1	however	however	ADV
cana-1538	83	2	,	,	PUNCT
cana-1538	83	3	home	home	NOUN
cana-1538	83	4	-	-	PUNCT
cana-1538	83	5	based	base	VERB
cana-1538	83	6	exercise	exercise	NOUN
cana-1538	83	7	compliance	compliance	NOUN
cana-1538	83	8	is	be	AUX
cana-1538	83	9	only	only	ADV
cana-1538	83	10	about	about	ADV
cana-1538	83	11	40	40	NUM
cana-1538	83	12	%	%	NOUN
cana-1538	83	13	,	,	PUNCT
cana-1538	83	14	necessitating	necessitate	VERB
cana-1538	83	15	solutions	solution	NOUN
cana-1538	83	16	for	for	ADP
cana-1538	83	17	progress	progress	NOUN
cana-1538	83	18	tracking	tracking	NOUN
cana-1538	83	19	and	and	CCONJ
cana-1538	83	20	increased	increase	VERB
cana-1538	83	21	adherence	adherence	NOUN
cana-1538	83	22	.	.	PUNCT
cana-1538	84	1	implementing	implement	VERB
cana-1538	84	2	remote	remote	ADJ
cana-1538	84	3	sensing	sense	VERB
cana-1538	84	4	systems	system	NOUN
cana-1538	84	5	in	in	ADP
cana-1538	84	6	mobile	mobile	ADJ
cana-1538	84	7	apps	app	NOUN
cana-1538	84	8	,	,	PUNCT
cana-1538	84	9	developed	develop	VERB
cana-1538	84	10	with	with	ADP
cana-1538	84	11	user	user	NOUN
cana-1538	84	12	input	input	NOUN
cana-1538	84	13	,	,	PUNCT
cana-1538	84	14	holds	hold	VERB
cana-1538	84	15	promise	promise	NOUN
cana-1538	84	16	,	,	PUNCT
cana-1538	84	17	particularly	particularly	ADV
cana-1538	84	18	with	with	ADP
cana-1538	84	19	the	the	DET
cana-1538	84	20	integration	integration	NOUN
cana-1538	84	21	of	of	ADP
cana-1538	84	22	natural	natural	ADJ
cana-1538	84	23	language	language	NOUN
cana-1538	84	24	processing	processing	NOUN
cana-1538	84	25	(	(	PUNCT
cana-1538	84	26	nlp	nlp	NOUN
cana-1538	84	27	)	)	PUNCT
cana-1538	84	28	for	for	ADP
cana-1538	84	29	user	user	NOUN
cana-1538	84	30	-	-	PUNCT
cana-1538	84	31	cantered	canter	VERB
cana-1538	84	32	data	data	NOUN
cana-1538	84	33	collection	collection	NOUN
cana-1538	84	34	[	[	X
cana-1538	84	35	12	12	NUM
cana-1538	84	36	]	]	PUNCT
cana-1538	84	37	.	.	PUNCT
cana-1538	85	1	in	in	ADP
cana-1538	85	2	a	a	DET
cana-1538	85	3	study	study	NOUN
cana-1538	85	4	involving	involve	VERB
cana-1538	85	5	22	22	NUM
cana-1538	85	6	participants	participant	NOUN
cana-1538	85	7	(	(	PUNCT
cana-1538	85	8	mean	mean	VERB
cana-1538	85	9	age	age	NOUN
cana-1538	85	10	68	68	NUM
cana-1538	85	11	)	)	PUNCT
cana-1538	85	12	,	,	PUNCT
cana-1538	85	13	both	both	DET
cana-1538	85	14	patients	patient	NOUN
cana-1538	85	15	and	and	CCONJ
cana-1538	85	16	clinicians	clinician	NOUN
cana-1538	85	17	contributed	contribute	VERB
cana-1538	85	18	valuable	valuable	ADJ
cana-1538	85	19	insights	insight	NOUN
cana-1538	85	20	,	,	PUNCT
cana-1538	85	21	influencing	influence	VERB
cana-1538	85	22	app	app	NOUN
cana-1538	85	23	design	design	NOUN
cana-1538	85	24	.	.	PUNCT
cana-1538	86	1	mean	mean	ADJ
cana-1538	86	2	system	system	NOUN
cana-1538	86	3	usability	usability	NOUN
cana-1538	86	4	scale	scale	NOUN
cana-1538	86	5	(	(	PUNCT
cana-1538	86	6	sus	sus	NOUN
cana-1538	86	7	)	)	PUNCT
cana-1538	86	8	and	and	CCONJ
cana-1538	86	9	user	user	NOUN
cana-1538	86	10	satisfaction	satisfaction	NOUN
cana-1538	86	11	with	with	ADP
cana-1538	86	12	technology	technology	NOUN
cana-1538	86	13	(	(	PUNCT
cana-1538	86	14	use	use	NOUN
cana-1538	86	15	)	)	PUNCT
cana-1538	86	16	scores	score	NOUN
cana-1538	86	17	were	be	AUX
cana-1538	86	18	66.4	66.4	NUM
cana-1538	86	19	(	(	PUNCT
cana-1538	86	20	sd	sd	ADP
cana-1538	86	21	13.6	13.6	NUM
cana-1538	86	22	)	)	PUNCT
cana-1538	86	23	and	and	CCONJ
cana-1538	86	24	41.3	41.3	NUM
cana-1538	86	25	sd	sd	ADP
cana-1538	86	26	16.2	16.2	NUM
cana-1538	86	27	,	,	PUNCT
cana-1538	86	28	respectively	respectively	ADV
cana-1538	86	29	.	.	PUNCT
cana-1538	87	1	positive	positive	ADJ
cana-1538	87	2	sentiment	sentiment	NOUN
cana-1538	87	3	in	in	ADP
cana-1538	87	4	interviews	interview	NOUN
cana-1538	87	5	correlated	correlate	VERB
cana-1538	87	6	with	with	ADP
cana-1538	87	7	higher	high	ADJ
cana-1538	87	8	sus	sus	PROPN
cana-1538	87	9	notches	notch	NOUN
cana-1538	87	10	ß=1.45	ß=1.45	NOUN
cana-1538	87	11	;	;	PUNCT
cana-1538	87	12	96	96	NUM
cana-1538	87	13	%	%	NOUN
cana-1538	87	14	ci	ci	NOUN
cana-1538	87	15	0.42	0.42	NUM
cana-1538	87	16	to	to	ADP
cana-1538	87	17	2.45	2.45	NUM
cana-1538	87	18	;	;	PUNCT
cana-1538	87	19	p=.01	p=.01	NOUN
cana-1538	87	20	emphasizing	emphasize	VERB
cana-1538	87	21	the	the	DET
cana-1538	87	22	impact	impact	NOUN
cana-1538	87	23	of	of	ADP
cana-1538	87	24	user	user	NOUN
cana-1538	87	25	experience	experience	NOUN
cana-1538	87	26	on	on	ADP
cana-1538	87	27	technology	technology	NOUN
cana-1538	87	28	acceptance	acceptance	NOUN
cana-1538	87	29	.	.	PUNCT
cana-1538	88	1	however	however	ADV
cana-1538	88	2	,	,	PUNCT
cana-1538	88	3	sentiment	sentiment	NOUN
cana-1538	88	4	did	do	AUX
cana-1538	88	5	not	not	PART
cana-1538	88	6	significantly	significantly	ADV
cana-1538	88	7	affect	affect	VERB
cana-1538	88	8	the	the	DET
cana-1538	88	9	use	use	NOUN
cana-1538	88	10	score	score	NOUN
cana-1538	88	11	,	,	PUNCT
cana-1538	88	12	and	and	CCONJ
cana-1538	88	13	latent	latent	ADJ
cana-1538	88	14	dirichlet	dirichlet	PROPN
cana-1538	88	15	allocation	allocation	NOUN
cana-1538	88	16	(	(	PUNCT
cana-1538	88	17	lda	lda	PROPN
cana-1538	88	18	)	)	PUNCT
cana-1538	88	19	analysis	analysis	NOUN
cana-1538	88	20	revealed	reveal	VERB
cana-1538	88	21	distinct	distinct	ADJ
cana-1538	88	22	topics	topic	NOUN
cana-1538	88	23	between	between	ADP
cana-1538	88	24	patients	patient	NOUN
cana-1538	88	25	and	and	CCONJ
cana-1538	88	26	clinicians	clinician	NOUN
cana-1538	88	27	,	,	PUNCT
cana-1538	88	28	highlighting	highlight	VERB
cana-1538	88	29	diverse	diverse	ADJ
cana-1538	88	30	perspectives	perspective	NOUN
cana-1538	88	31	in	in	ADP
cana-1538	88	32	app	app	ADJ
cana-1538	88	33	-	-	PUNCT
cana-1538	88	34	related	relate	VERB
cana-1538	88	35	needs	need	NOUN
cana-1538	88	36	.	.	PUNCT
cana-1538	89	1	contact	contact	NOUN
cana-1538	89	2	centres	centre	NOUN
cana-1538	89	3	have	have	AUX
cana-1538	89	4	historically	historically	ADV
cana-1538	89	5	held	hold	VERB
cana-1538	89	6	significant	significant	ADJ
cana-1538	89	7	value	value	NOUN
cana-1538	89	8	for	for	ADP
cana-1538	89	9	organizations	organization	NOUN
cana-1538	89	10	,	,	PUNCT
cana-1538	89	11	but	but	CCONJ
cana-1538	89	12	the	the	DET
cana-1538	89	13	covid-19	covid-19	PROPN
cana-1538	89	14	pandemic	pandemic	NOUN
cana-1538	89	15	has	have	AUX
cana-1538	89	16	underscored	underscore	VERB
cana-1538	89	17	their	their	PRON
cana-1538	89	18	critical	critical	ADJ
cana-1538	89	19	role	role	NOUN
cana-1538	89	20	in	in	ADP
cana-1538	89	21	ensuring	ensure	VERB
cana-1538	89	22	business	business	NOUN
cana-1538	89	23	continuity	continuity	NOUN
cana-1538	89	24	,	,	PUNCT
cana-1538	89	25	economic	economic	ADJ
cana-1538	89	26	activity	activity	NOUN
cana-1538	89	27	,	,	PUNCT
cana-1538	89	28	and	and	CCONJ
cana-1538	89	29	quality	quality	NOUN
cana-1538	89	30	customer	customer	NOUN
cana-1538	89	31	support	support	NOUN
cana-1538	89	32	.	.	PUNCT
cana-1538	90	1	the	the	DET
cana-1538	90	2	surge	surge	NOUN
cana-1538	90	3	in	in	ADP
cana-1538	90	4	pandemic	pandemic	ADJ
cana-1538	90	5	-	-	PUNCT
cana-1538	90	6	related	relate	VERB
cana-1538	90	7	inquiries	inquiry	NOUN
cana-1538	90	8	has	have	AUX
cana-1538	90	9	prompted	prompt	VERB
cana-1538	90	10	a	a	DET
cana-1538	90	11	revaluation	revaluation	NOUN
cana-1538	90	12	of	of	ADP
cana-1538	90	13	contact	contact	NOUN
cana-1538	90	14	centre	centre	NOUN
cana-1538	90	15	functions	function	NOUN
cana-1538	90	16	.	.	PUNCT
cana-1538	91	1	organizations	organization	NOUN
cana-1538	91	2	are	be	AUX
cana-1538	91	3	now	now	ADV
cana-1538	91	4	embracing	embrace	VERB
cana-1538	91	5	next	next	ADJ
cana-1538	91	6	-	-	PUNCT
cana-1538	91	7	generation	generation	NOUN
cana-1538	91	8	platforms	platform	NOUN
cana-1538	91	9	infused	infuse	VERB
cana-1538	91	10	with	with	ADP
cana-1538	91	11	machine	machine	NOUN
cana-1538	91	12	learning	learning	NOUN
cana-1538	91	13	and	and	CCONJ
cana-1538	91	14	natural	natural	ADJ
cana-1538	91	15	language	language	NOUN
cana-1538	91	16	processing	processing	NOUN
cana-1538	91	17	,	,	PUNCT
cana-1538	91	18	including	include	VERB
cana-1538	91	19	self	self	NOUN
cana-1538	91	20	-	-	PUNCT
cana-1538	91	21	service	service	NOUN
cana-1538	91	22	voice	voice	NOUN
cana-1538	91	23	portals	portal	NOUN
cana-1538	91	24	and	and	CCONJ
cana-1538	91	25	catboats	catboat	NOUN
cana-1538	91	26	,	,	PUNCT
cana-1538	91	27	to	to	PART
cana-1538	91	28	elevate	elevate	VERB
cana-1538	91	29	customer	customer	NOUN
cana-1538	91	30	service	service	NOUN
cana-1538	92	1	[	[	X
cana-1538	92	2	13	13	NUM
cana-1538	92	3	]	]	PUNCT
cana-1538	92	4	.	.	PUNCT
cana-1538	93	1	this	this	DET
cana-1538	93	2	literature	literature	NOUN
cana-1538	93	3	review	review	NOUN
cana-1538	93	4	explores	explore	VERB
cana-1538	93	5	the	the	DET
cana-1538	93	6	shift	shift	NOUN
cana-1538	93	7	towards	towards	ADP
cana-1538	93	8	these	these	DET
cana-1538	93	9	innovative	innovative	ADJ
cana-1538	93	10	solutions	solution	NOUN
cana-1538	93	11	,	,	PUNCT
cana-1538	93	12	aiming	aim	VERB
cana-1538	93	13	to	to	PART
cana-1538	93	14	identify	identify	VERB
cana-1538	93	15	research	research	NOUN
cana-1538	93	16	gaps	gap	NOUN
cana-1538	93	17	,	,	PUNCT
cana-1538	93	18	highlight	highlight	VERB
cana-1538	93	19	the	the	DET
cana-1538	93	20	benefits	benefit	NOUN
cana-1538	93	21	of	of	ADP
cana-1538	93	22	incorporating	incorporate	VERB
cana-1538	93	23	natural	natural	ADJ
cana-1538	93	24	language	language	NOUN
cana-1538	93	25	solutions	solution	NOUN
cana-1538	93	26	,	,	PUNCT
cana-1538	93	27	and	and	CCONJ
cana-1538	93	28	address	address	NOUN
cana-1538	93	29	challenges	challenge	NOUN
cana-1538	93	30	faced	face	VERB
cana-1538	93	31	by	by	ADP
cana-1538	93	32	contact	contact	NOUN
cana-1538	93	33	centre	centre	NOUN
cana-1538	93	34	organizations	organization	NOUN
cana-1538	93	35	.	.	PUNCT
cana-1538	94	1	by	by	ADP
cana-1538	94	2	delving	delve	VERB
cana-1538	94	3	into	into	ADP
cana-1538	94	4	the	the	DET
cana-1538	94	5	advantages	advantage	NOUN
cana-1538	94	6	and	and	CCONJ
cana-1538	94	7	challenges	challenge	NOUN
cana-1538	94	8	,	,	PUNCT
cana-1538	94	9	this	this	DET
cana-1538	94	10	paper	paper	NOUN
cana-1538	94	11	aims	aim	VERB
cana-1538	94	12	to	to	PART
cana-1538	94	13	expedite	expedite	VERB
cana-1538	94	14	the	the	DET
cana-1538	94	15	automation	automation	NOUN
cana-1538	94	16	of	of	ADP
cana-1538	94	17	contact	contact	NOUN
cana-1538	94	18	centres	centre	NOUN
cana-1538	94	19	,	,	PUNCT
cana-1538	94	20	offering	offer	VERB
cana-1538	94	21	communications	communication	NOUN
cana-1538	94	22	on	on	ADP
cana-1538	94	23	applied	apply	VERB
cana-1538	94	24	nonlinear	nonlinear	ADJ
cana-1538	94	25	analysis	analysis	NOUN
cana-1538	94	26	issn	issn	NOUN
cana-1538	94	27	:	:	PUNCT
cana-1538	94	28	1074	1074	NUM
cana-1538	94	29	-	-	PUNCT
cana-1538	94	30	133x	133x	NUM
cana-1538	94	31	vol	vol	NOUN
cana-1538	94	32	31	31	NUM
cana-1538	94	33	no	no	NOUN
cana-1538	94	34	.	.	PUNCT
cana-1538	95	1	8s	8s	PROPN
cana-1538	95	2	(	(	PUNCT
cana-1538	95	3	2024	2024	NUM
cana-1538	95	4	)	)	PUNCT
cana-1538	95	5	464	464	NUM
cana-1538	96	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-1538	96	2	recommendations	recommendation	NOUN
cana-1538	96	3	for	for	ADP
cana-1538	96	4	a	a	DET
cana-1538	96	5	seamless	seamless	ADJ
cana-1538	96	6	transition	transition	NOUN
cana-1538	96	7	towards	towards	ADP
cana-1538	96	8	more	more	ADV
cana-1538	96	9	efficient	efficient	ADJ
cana-1538	96	10	and	and	CCONJ
cana-1538	96	11	technologically	technologically	ADV
cana-1538	96	12	advanced	advanced	ADJ
cana-1538	96	13	customer	customer	NOUN
cana-1538	96	14	support	support	NOUN
cana-1538	96	15	.	.	PUNCT
cana-1538	97	1	in	in	ADP
cana-1538	97	2	recent	recent	ADJ
cana-1538	97	3	years	year	NOUN
cana-1538	97	4	,	,	PUNCT
cana-1538	97	5	natural	natural	ADJ
cana-1538	97	6	language	language	NOUN
cana-1538	97	7	processing	processing	NOUN
cana-1538	97	8	(	(	PUNCT
cana-1538	97	9	nlp	nlp	NOUN
cana-1538	97	10	)	)	PUNCT
cana-1538	97	11	has	have	AUX
cana-1538	97	12	emerged	emerge	VERB
cana-1538	97	13	as	as	ADP
cana-1538	97	14	a	a	DET
cana-1538	97	15	pivotal	pivotal	ADJ
cana-1538	97	16	facet	facet	NOUN
cana-1538	97	17	of	of	ADP
cana-1538	97	18	artificial	artificial	ADJ
cana-1538	97	19	intelligence	intelligence	NOUN
cana-1538	97	20	,	,	PUNCT
cana-1538	97	21	driving	drive	VERB
cana-1538	97	22	advancements	advancement	NOUN
cana-1538	97	23	in	in	ADP
cana-1538	97	24	machine	machine	NOUN
cana-1538	97	25	learning	learning	NOUN
cana-1538	97	26	and	and	CCONJ
cana-1538	97	27	computational	computational	ADJ
cana-1538	97	28	linguistics	linguistic	NOUN
cana-1538	97	29	.	.	PUNCT
cana-1538	98	1	one	one	NUM
cana-1538	98	2	significant	significant	ADJ
cana-1538	98	3	application	application	NOUN
cana-1538	98	4	of	of	ADP
cana-1538	98	5	nlp	nlp	NOUN
cana-1538	98	6	is	be	AUX
cana-1538	98	7	the	the	DET
cana-1538	98	8	transformation	transformation	NOUN
cana-1538	98	9	of	of	ADP
cana-1538	98	10	languages	language	NOUN
cana-1538	98	11	through	through	ADP
cana-1538	98	12	machine	machine	NOUN
cana-1538	98	13	translation	translation	NOUN
cana-1538	98	14	,	,	PUNCT
cana-1538	98	15	a	a	DET
cana-1538	98	16	critical	critical	ADJ
cana-1538	98	17	aspect	aspect	NOUN
cana-1538	98	18	of	of	ADP
cana-1538	98	19	human	human	ADJ
cana-1538	98	20	-	-	PUNCT
cana-1538	98	21	computer	computer	NOUN
cana-1538	98	22	interaction	interaction	NOUN
cana-1538	98	23	.	.	PUNCT
cana-1538	99	1	the	the	DET
cana-1538	99	2	nlp	nlp	NOUN
cana-1538	99	3	domain	domain	NOUN
cana-1538	99	4	has	have	AUX
cana-1538	99	5	witnessed	witness	VERB
cana-1538	99	6	remarkable	remarkable	ADJ
cana-1538	99	7	progress	progress	NOUN
cana-1538	99	8	,	,	PUNCT
cana-1538	99	9	particularly	particularly	ADV
cana-1538	99	10	in	in	ADP
cana-1538	99	11	the	the	DET
cana-1538	99	12	development	development	NOUN
cana-1538	99	13	of	of	ADP
cana-1538	99	14	neural	neural	ADJ
cana-1538	99	15	network	network	NOUN
cana-1538	99	16	architectures	architecture	NOUN
cana-1538	99	17	that	that	PRON
cana-1538	99	18	form	form	VERB
cana-1538	99	19	a	a	DET
cana-1538	99	20	robust	robust	ADJ
cana-1538	99	21	mathematical	mathematical	ADJ
cana-1538	99	22	and	and	CCONJ
cana-1538	99	23	theoretical	theoretical	ADJ
cana-1538	99	24	foundation	foundation	NOUN
cana-1538	99	25	.	.	PUNCT
cana-1538	100	1	the	the	DET
cana-1538	100	2	sequential	sequential	ADJ
cana-1538	100	3	analysis	analysis	NOUN
cana-1538	100	4	of	of	ADP
cana-1538	100	5	language	language	NOUN
cana-1538	100	6	processing	processing	NOUN
cana-1538	100	7	has	have	AUX
cana-1538	100	8	paved	pave	VERB
cana-1538	100	9	the	the	DET
cana-1538	100	10	way	way	NOUN
cana-1538	100	11	for	for	ADP
cana-1538	100	12	exploring	explore	VERB
cana-1538	100	13	the	the	DET
cana-1538	100	14	neural	neural	ADJ
cana-1538	100	15	network	network	NOUN
cana-1538	100	16	's	's	PART
cana-1538	100	17	potential	potential	NOUN
cana-1538	100	18	,	,	PUNCT
cana-1538	100	19	offering	offer	VERB
cana-1538	100	20	a	a	DET
cana-1538	100	21	substantial	substantial	ADJ
cana-1538	100	22	framework	framework	NOUN
cana-1538	100	23	for	for	ADP
cana-1538	100	24	transforming	transform	VERB
cana-1538	100	25	languages	language	NOUN
cana-1538	100	26	,	,	PUNCT
cana-1538	100	27	especially	especially	ADV
cana-1538	100	28	in	in	ADP
cana-1538	100	29	the	the	DET
cana-1538	100	30	realm	realm	NOUN
cana-1538	100	31	of	of	ADP
cana-1538	100	32	multimodal	multimodal	NOUN
cana-1538	100	33	language	language	NOUN
cana-1538	100	34	conversion	conversion	NOUN
cana-1538	100	35	.	.	PUNCT
cana-1538	101	1	this	this	DET
cana-1538	101	2	endeavour	endeavour	NOUN
cana-1538	101	3	becomes	become	VERB
cana-1538	101	4	particularly	particularly	ADV
cana-1538	101	5	relevant	relevant	ADJ
cana-1538	101	6	when	when	SCONJ
cana-1538	101	7	considering	consider	VERB
cana-1538	101	8	the	the	DET
cana-1538	101	9	diverse	diverse	ADJ
cana-1538	101	10	linguistic	linguistic	ADJ
cana-1538	101	11	landscape	landscape	NOUN
cana-1538	101	12	and	and	CCONJ
cana-1538	101	13	the	the	DET
cana-1538	101	14	need	need	NOUN
cana-1538	101	15	for	for	ADP
cana-1538	101	16	efficient	efficient	ADJ
cana-1538	101	17	communication	communication	NOUN
cana-1538	101	18	in	in	ADP
cana-1538	101	19	different	different	ADJ
cana-1538	101	20	languages	language	NOUN
cana-1538	101	21	[	[	X
cana-1538	101	22	14	14	NUM
cana-1538	101	23	]	]	PUNCT
cana-1538	101	24	.	.	PUNCT
cana-1538	102	1	as	as	ADP
cana-1538	102	2	a	a	DET
cana-1538	102	3	response	response	NOUN
cana-1538	102	4	to	to	ADP
cana-1538	102	5	this	this	PRON
cana-1538	102	6	,	,	PUNCT
cana-1538	102	7	linguistic	linguistic	ADJ
cana-1538	102	8	convolutional	convolutional	ADJ
cana-1538	102	9	neural	neural	ADJ
cana-1538	102	10	network	network	NOUN
cana-1538	102	11	(	(	PUNCT
cana-1538	102	12	cnn	cnn	PROPN
cana-1538	102	13	)	)	PUNCT
cana-1538	102	14	models	model	NOUN
cana-1538	102	15	have	have	AUX
cana-1538	102	16	been	be	AUX
cana-1538	102	17	developed	develop	VERB
cana-1538	102	18	to	to	PART
cana-1538	102	19	cater	cater	VERB
cana-1538	102	20	to	to	ADP
cana-1538	102	21	speakers	speaker	NOUN
cana-1538	102	22	of	of	ADP
cana-1538	102	23	various	various	ADJ
cana-1538	102	24	languages	language	NOUN
cana-1538	102	25	,	,	PUNCT
cana-1538	102	26	aiming	aim	VERB
cana-1538	102	27	to	to	PART
cana-1538	102	28	enhance	enhance	VERB
cana-1538	102	29	the	the	DET
cana-1538	102	30	accessibility	accessibility	NOUN
cana-1538	102	31	of	of	ADP
cana-1538	102	32	information	information	NOUN
cana-1538	102	33	for	for	ADP
cana-1538	102	34	individuals	individual	NOUN
cana-1538	102	35	using	use	VERB
cana-1538	102	36	their	their	PRON
cana-1538	102	37	mother	mother	NOUN
cana-1538	102	38	tongue	tongue	NOUN
cana-1538	102	39	.	.	PUNCT
cana-1538	103	1	the	the	DET
cana-1538	103	2	study	study	NOUN
cana-1538	103	3	places	place	VERB
cana-1538	103	4	a	a	DET
cana-1538	103	5	specific	specific	ADJ
cana-1538	103	6	emphasis	emphasis	NOUN
cana-1538	103	7	on	on	ADP
cana-1538	103	8	the	the	DET
cana-1538	103	9	impact	impact	NOUN
cana-1538	103	10	of	of	ADP
cana-1538	103	11	english	english	ADJ
cana-1538	103	12	speech	speech	NOUN
cana-1538	103	13	language	language	NOUN
cana-1538	103	14	processing	processing	NOUN
cana-1538	103	15	advancements	advancement	NOUN
cana-1538	103	16	on	on	ADP
cana-1538	103	17	language	language	NOUN
cana-1538	103	18	transformation	transformation	NOUN
cana-1538	103	19	.	.	PUNCT
cana-1538	104	1	by	by	ADP
cana-1538	104	2	employing	employ	VERB
cana-1538	104	3	computational	computational	ADJ
cana-1538	104	4	techniques	technique	NOUN
cana-1538	104	5	,	,	PUNCT
cana-1538	104	6	the	the	DET
cana-1538	104	7	research	research	NOUN
cana-1538	104	8	endeavours	endeavour	VERB
cana-1538	104	9	to	to	PART
cana-1538	104	10	create	create	VERB
cana-1538	104	11	models	model	NOUN
cana-1538	104	12	that	that	PRON
cana-1538	104	13	facilitate	facilitate	VERB
cana-1538	104	14	the	the	DET
cana-1538	104	15	conversion	conversion	NOUN
cana-1538	104	16	of	of	ADP
cana-1538	104	17	spoken	spoken	ADJ
cana-1538	104	18	language	language	NOUN
cana-1538	104	19	into	into	ADP
cana-1538	104	20	written	write	VERB
cana-1538	104	21	text	text	NOUN
cana-1538	104	22	,	,	PUNCT
cana-1538	104	23	using	use	VERB
cana-1538	104	24	probabilistic	probabilistic	ADJ
cana-1538	104	25	models	model	NOUN
cana-1538	104	26	to	to	PART
cana-1538	104	27	represent	represent	VERB
cana-1538	104	28	the	the	DET
cana-1538	104	29	intricacies	intricacy	NOUN
cana-1538	104	30	of	of	ADP
cana-1538	104	31	language	language	NOUN
cana-1538	104	32	structure	structure	NOUN
cana-1538	104	33	.	.	PUNCT
cana-1538	105	1	this	this	DET
cana-1538	105	2	approach	approach	NOUN
cana-1538	105	3	is	be	AUX
cana-1538	105	4	particularly	particularly	ADV
cana-1538	105	5	significant	significant	ADJ
cana-1538	105	6	in	in	ADP
cana-1538	105	7	handling	handle	VERB
cana-1538	105	8	various	various	ADJ
cana-1538	105	9	corpus	corpus	NOUN
cana-1538	105	10	languages	language	NOUN
cana-1538	105	11	,	,	PUNCT
cana-1538	105	12	leading	lead	VERB
cana-1538	105	13	to	to	ADP
cana-1538	105	14	a	a	DET
cana-1538	105	15	more	more	ADV
cana-1538	105	16	inclusive	inclusive	ADJ
cana-1538	105	17	and	and	CCONJ
cana-1538	105	18	comprehensive	comprehensive	ADJ
cana-1538	105	19	language	language	NOUN
cana-1538	105	20	transformation	transformation	NOUN
cana-1538	105	21	.	.	PUNCT
cana-1538	106	1	the	the	DET
cana-1538	106	2	implementation	implementation	NOUN
cana-1538	106	3	of	of	ADP
cana-1538	106	4	cnn	cnn	PROPN
cana-1538	106	5	and	and	CCONJ
cana-1538	106	6	attention	attention	NOUN
cana-1538	106	7	models	model	NOUN
cana-1538	106	8	has	have	AUX
cana-1538	106	9	been	be	AUX
cana-1538	106	10	a	a	DET
cana-1538	106	11	focal	focal	ADJ
cana-1538	106	12	point	point	NOUN
cana-1538	106	13	in	in	ADP
cana-1538	106	14	recent	recent	ADJ
cana-1538	106	15	research	research	NOUN
cana-1538	106	16	,	,	PUNCT
cana-1538	106	17	showcasing	showcase	VERB
cana-1538	106	18	their	their	PRON
cana-1538	106	19	efficacy	efficacy	NOUN
cana-1538	106	20	in	in	ADP
cana-1538	106	21	language	language	NOUN
cana-1538	106	22	transformation	transformation	NOUN
cana-1538	106	23	tasks	task	NOUN
cana-1538	106	24	.	.	PUNCT
cana-1538	107	1	statistical	statistical	ADJ
cana-1538	107	2	deployment	deployment	NOUN
cana-1538	107	3	of	of	ADP
cana-1538	107	4	these	these	DET
cana-1538	107	5	models	model	NOUN
cana-1538	107	6	has	have	AUX
cana-1538	107	7	been	be	AUX
cana-1538	107	8	described	describe	VERB
cana-1538	107	9	in	in	ADP
cana-1538	107	10	detail	detail	NOUN
cana-1538	107	11	,	,	PUNCT
cana-1538	107	12	highlighting	highlight	VERB
cana-1538	107	13	their	their	PRON
cana-1538	107	14	performance	performance	NOUN
cana-1538	107	15	in	in	ADP
cana-1538	107	16	various	various	ADJ
cana-1538	107	17	linguistic	linguistic	ADJ
cana-1538	107	18	contexts	context	NOUN
cana-1538	107	19	[	[	X
cana-1538	107	20	15	15	NUM
cana-1538	107	21	]	]	PUNCT
cana-1538	107	22	.	.	PUNCT
cana-1538	108	1	the	the	DET
cana-1538	108	2	paper	paper	NOUN
cana-1538	108	3	acknowledges	acknowledge	VERB
cana-1538	108	4	the	the	DET
cana-1538	108	5	importance	importance	NOUN
cana-1538	108	6	of	of	ADP
cana-1538	108	7	benchmarking	benchmarke	VERB
cana-1538	108	8	recent	recent	ADJ
cana-1538	108	9	developments	development	NOUN
cana-1538	108	10	in	in	ADP
cana-1538	108	11	unwritten	unwritten	ADJ
cana-1538	108	12	language	language	NOUN
cana-1538	108	13	-	-	PUNCT
cana-1538	108	14	tolanguage	tolanguage	NOUN
cana-1538	108	15	modelling	modelling	NOUN
cana-1538	108	16	,	,	PUNCT
cana-1538	108	17	with	with	ADP
cana-1538	108	18	a	a	DET
cana-1538	108	19	focus	focus	NOUN
cana-1538	108	20	on	on	ADP
cana-1538	108	21	achieving	achieve	VERB
cana-1538	108	22	faster	fast	ADJ
cana-1538	108	23	summarization	summarization	NOUN
cana-1538	108	24	or	or	CCONJ
cana-1538	108	25	transformation	transformation	NOUN
cana-1538	108	26	.	.	PUNCT
cana-1538	109	1	despite	despite	SCONJ
cana-1538	109	2	the	the	DET
cana-1538	109	3	progress	progress	NOUN
cana-1538	109	4	made	make	VERB
cana-1538	109	5	,	,	PUNCT
cana-1538	109	6	challenges	challenge	NOUN
cana-1538	109	7	persist	persist	VERB
cana-1538	109	8	in	in	ADP
cana-1538	109	9	the	the	DET
cana-1538	109	10	realm	realm	NOUN
cana-1538	109	11	of	of	ADP
cana-1538	109	12	voice	voice	NOUN
cana-1538	109	13	identification	identification	NOUN
cana-1538	109	14	,	,	PUNCT
cana-1538	109	15	especially	especially	ADV
cana-1538	109	16	in	in	ADP
cana-1538	109	17	environments	environment	NOUN
cana-1538	109	18	with	with	ADP
cana-1538	109	19	background	background	NOUN
cana-1538	109	20	noise	noise	NOUN
cana-1538	109	21	.	.	PUNCT
cana-1538	110	1	the	the	DET
cana-1538	110	2	paper	paper	NOUN
cana-1538	110	3	recognizes	recognize	VERB
cana-1538	110	4	the	the	DET
cana-1538	110	5	difficulty	difficulty	NOUN
cana-1538	110	6	in	in	ADP
cana-1538	110	7	achieving	achieve	VERB
cana-1538	110	8	accurate	accurate	ADJ
cana-1538	110	9	voice	voice	NOUN
cana-1538	110	10	identification	identification	NOUN
cana-1538	110	11	without	without	ADP
cana-1538	110	12	interference	interference	NOUN
cana-1538	110	13	,	,	PUNCT
cana-1538	110	14	shedding	shed	VERB
cana-1538	110	15	light	light	NOUN
cana-1538	110	16	on	on	ADP
cana-1538	110	17	the	the	DET
cana-1538	110	18	complexities	complexity	NOUN
cana-1538	110	19	associated	associate	VERB
cana-1538	110	20	with	with	ADP
cana-1538	110	21	this	this	DET
cana-1538	110	22	aspect	aspect	NOUN
cana-1538	110	23	of	of	ADP
cana-1538	110	24	language	language	NOUN
cana-1538	110	25	processing	processing	NOUN
cana-1538	110	26	.	.	PUNCT
cana-1538	111	1	the	the	DET
cana-1538	111	2	integration	integration	NOUN
cana-1538	111	3	of	of	ADP
cana-1538	111	4	open	open	ADJ
cana-1538	111	5	learning	learning	NOUN
cana-1538	111	6	and	and	CCONJ
cana-1538	111	7	text	text	NOUN
cana-1538	111	8	mining	mining	NOUN
cana-1538	111	9	for	for	ADP
cana-1538	111	10	automated	automate	VERB
cana-1538	111	11	customer	customer	NOUN
cana-1538	111	12	feedback	feedback	NOUN
cana-1538	111	13	analysis	analysis	NOUN
cana-1538	111	14	has	have	AUX
cana-1538	111	15	gained	gain	VERB
cana-1538	111	16	prominence	prominence	NOUN
cana-1538	111	17	in	in	ADP
cana-1538	111	18	recent	recent	ADJ
cana-1538	111	19	research	research	NOUN
cana-1538	111	20	endeavours	endeavour	NOUN
cana-1538	111	21	.	.	PUNCT
cana-1538	112	1	the	the	DET
cana-1538	112	2	deployment	deployment	NOUN
cana-1538	112	3	of	of	ADP
cana-1538	112	4	linguistic	linguistic	ADJ
cana-1538	112	5	-	-	PUNCT
cana-1538	112	6	based	base	VERB
cana-1538	112	7	text	text	NOUN
cana-1538	112	8	mining	mining	NOUN
cana-1538	112	9	models	model	NOUN
cana-1538	112	10	,	,	PUNCT
cana-1538	112	11	as	as	SCONJ
cana-1538	112	12	demonstrated	demonstrate	VERB
cana-1538	112	13	in	in	ADP
cana-1538	112	14	this	this	DET
cana-1538	112	15	study	study	NOUN
cana-1538	112	16	,	,	PUNCT
cana-1538	112	17	presents	present	VERB
cana-1538	112	18	a	a	DET
cana-1538	112	19	promising	promising	ADJ
cana-1538	112	20	avenue	avenue	NOUN
cana-1538	112	21	for	for	ADP
cana-1538	112	22	understanding	understand	VERB
cana-1538	112	23	customer	customer	NOUN
cana-1538	112	24	sentiments	sentiment	NOUN
cana-1538	112	25	[	[	X
cana-1538	112	26	16	16	NUM
cana-1538	112	27	]	]	PUNCT
cana-1538	112	28	.	.	PUNCT
cana-1538	113	1	leveraging	leverage	VERB
cana-1538	113	2	the	the	DET
cana-1538	113	3	proposed	propose	VERB
cana-1538	113	4	arc	arc	NOUN
cana-1538	113	5	framework	framework	NOUN
cana-1538	113	6	,	,	PUNCT
cana-1538	113	7	the	the	DET
cana-1538	113	8	research	research	NOUN
cana-1538	113	9	unfolds	unfold	VERB
cana-1538	113	10	insights	insight	NOUN
cana-1538	113	11	into	into	ADP
cana-1538	113	12	linguistic	linguistic	ADJ
cana-1538	113	13	patterns	pattern	NOUN
cana-1538	113	14	and	and	CCONJ
cana-1538	113	15	organizational	organizational	ADJ
cana-1538	113	16	learning	learning	NOUN
cana-1538	113	17	outcomes	outcome	NOUN
cana-1538	113	18	.	.	PUNCT
cana-1538	114	1	notably	notably	ADV
cana-1538	114	2	,	,	PUNCT
cana-1538	114	3	the	the	DET
cana-1538	114	4	high	high	ADJ
cana-1538	114	5	accuracy	accuracy	NOUN
cana-1538	114	6	of	of	ADP
cana-1538	114	7	92	92	NUM
cana-1538	114	8	%	%	NOUN
cana-1538	114	9	in	in	ADP
cana-1538	114	10	capturing	capture	VERB
cana-1538	114	11	linguistic	linguistic	ADJ
cana-1538	114	12	patterns	pattern	NOUN
cana-1538	114	13	showcases	showcase	VERB
cana-1538	114	14	the	the	DET
cana-1538	114	15	efficacy	efficacy	NOUN
cana-1538	114	16	of	of	ADP
cana-1538	114	17	text	text	NOUN
cana-1538	114	18	mining	mining	NOUN
cana-1538	114	19	,	,	PUNCT
cana-1538	114	20	aligning	align	VERB
cana-1538	114	21	with	with	ADP
cana-1538	114	22	prior	prior	ADJ
cana-1538	114	23	studies	study	NOUN
cana-1538	114	24	.	.	PUNCT
cana-1538	115	1	the	the	DET
cana-1538	115	2	study	study	NOUN
cana-1538	115	3	delves	delve	VERB
cana-1538	115	4	into	into	ADP
cana-1538	115	5	the	the	DET
cana-1538	115	6	granularity	granularity	NOUN
cana-1538	115	7	of	of	ADP
cana-1538	115	8	customer	customer	NOUN
cana-1538	115	9	feedback	feedback	NOUN
cana-1538	115	10	,	,	PUNCT
cana-1538	115	11	identifying	identify	VERB
cana-1538	115	12	specific	specific	ADJ
cana-1538	115	13	stages	stage	NOUN
cana-1538	115	14	of	of	ADP
cana-1538	115	15	service	service	NOUN
cana-1538	115	16	processes	process	NOUN
cana-1538	115	17	that	that	PRON
cana-1538	115	18	attract	attract	VERB
cana-1538	115	19	commendations	commendation	NOUN
cana-1538	115	20	or	or	CCONJ
cana-1538	115	21	complaints	complaint	NOUN
cana-1538	115	22	.	.	PUNCT
cana-1538	116	1	for	for	ADP
cana-1538	116	2	organizations	organization	NOUN
cana-1538	116	3	,	,	PUNCT
cana-1538	116	4	the	the	DET
cana-1538	116	5	speed	speed	NOUN
cana-1538	116	6	and	and	CCONJ
cana-1538	116	7	accuracy	accuracy	NOUN
cana-1538	116	8	of	of	ADP
cana-1538	116	9	such	such	ADJ
cana-1538	116	10	text	text	NOUN
cana-1538	116	11	mining	mining	NOUN
cana-1538	116	12	models	model	NOUN
cana-1538	116	13	prove	prove	VERB
cana-1538	116	14	crucial	crucial	ADJ
cana-1538	116	15	in	in	ADP
cana-1538	116	16	swiftly	swiftly	ADV
cana-1538	116	17	discerning	discern	VERB
cana-1538	116	18	and	and	CCONJ
cana-1538	116	19	addressing	address	VERB
cana-1538	116	20	customer	customer	NOUN
cana-1538	116	21	concerns	concern	NOUN
cana-1538	116	22	,	,	PUNCT
cana-1538	116	23	providing	provide	VERB
cana-1538	116	24	valuable	valuable	ADJ
cana-1538	116	25	insights	insight	NOUN
cana-1538	116	26	beyond	beyond	ADP
cana-1538	116	27	traditional	traditional	ADJ
cana-1538	116	28	quantitative	quantitative	ADJ
cana-1538	116	29	studies	study	NOUN
cana-1538	116	30	.	.	PUNCT
cana-1538	117	1	communications	communication	NOUN
cana-1538	117	2	on	on	ADP
cana-1538	117	3	applied	apply	VERB
cana-1538	117	4	nonlinear	nonlinear	ADJ
cana-1538	117	5	analysis	analysis	NOUN
cana-1538	117	6	issn	issn	NOUN
cana-1538	117	7	:	:	PUNCT
cana-1538	117	8	1074	1074	NUM
cana-1538	117	9	-	-	PUNCT
cana-1538	117	10	133x	133x	NUM
cana-1538	117	11	vol	vol	NOUN
cana-1538	117	12	31	31	NUM
cana-1538	117	13	no	no	NOUN
cana-1538	117	14	.	.	PUNCT
cana-1538	118	1	8s	8s	PROPN
cana-1538	118	2	(	(	PUNCT
cana-1538	118	3	2024	2024	NUM
cana-1538	118	4	)	)	PUNCT
cana-1538	118	5	465	465	NUM
cana-1538	119	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-1538	119	2	5	5	NUM
cana-1538	119	3	.	.	PUNCT
cana-1538	119	4	research	research	NOUN
cana-1538	119	5	methodology	methodology	NOUN
cana-1538	119	6	to	to	PART
cana-1538	119	7	achieve	achieve	VERB
cana-1538	119	8	the	the	DET
cana-1538	119	9	objectives	objective	NOUN
cana-1538	119	10	outlined	outline	VERB
cana-1538	119	11	in	in	ADP
cana-1538	119	12	the	the	DET
cana-1538	119	13	abstract	abstract	NOUN
cana-1538	119	14	,	,	PUNCT
cana-1538	119	15	a	a	DET
cana-1538	119	16	systematic	systematic	ADJ
cana-1538	119	17	and	and	CCONJ
cana-1538	119	18	multifaceted	multifaceted	ADJ
cana-1538	119	19	research	research	NOUN
cana-1538	119	20	methodology	methodology	NOUN
cana-1538	119	21	is	be	AUX
cana-1538	119	22	employed	employ	VERB
cana-1538	119	23	.	.	PUNCT
cana-1538	120	1	the	the	DET
cana-1538	120	2	process	process	NOUN
cana-1538	120	3	involves	involve	VERB
cana-1538	120	4	the	the	DET
cana-1538	120	5	design	design	NOUN
cana-1538	120	6	,	,	PUNCT
cana-1538	120	7	development	development	NOUN
cana-1538	120	8	,	,	PUNCT
cana-1538	120	9	and	and	CCONJ
cana-1538	120	10	evaluation	evaluation	NOUN
cana-1538	120	11	of	of	ADP
cana-1538	120	12	a	a	DET
cana-1538	120	13	robust	robust	ADJ
cana-1538	120	14	silent	silent	ADJ
cana-1538	120	15	feedback	feedback	NOUN
cana-1538	120	16	system	system	NOUN
cana-1538	120	17	,	,	PUNCT
cana-1538	120	18	utilizing	utilize	VERB
cana-1538	120	19	state	state	NOUN
cana-1538	120	20	-	-	PUNCT
cana-1538	120	21	of	of	ADP
cana-1538	120	22	-	-	PUNCT
cana-1538	120	23	the	the	DET
cana-1538	120	24	-	-	PUNCT
cana-1538	120	25	art	art	NOUN
cana-1538	120	26	natural	natural	ADJ
cana-1538	120	27	language	language	NOUN
cana-1538	120	28	processing	processing	NOUN
cana-1538	120	29	(	(	PUNCT
cana-1538	120	30	nlp	nlp	NOUN
cana-1538	120	31	)	)	PUNCT
cana-1538	120	32	methods	method	NOUN
cana-1538	120	33	to	to	PART
cana-1538	120	34	analyse	analyse	VERB
cana-1538	120	35	sentiment	sentiment	NOUN
cana-1538	120	36	in	in	ADP
cana-1538	120	37	audio	audio	ADJ
cana-1538	120	38	files	file	NOUN
cana-1538	120	39	.	.	PUNCT
cana-1538	121	1	figure	figure	NOUN
cana-1538	121	2	1	1	NUM
cana-1538	121	3	.	.	PUNCT
cana-1538	121	4	research	research	NOUN
cana-1538	121	5	methodology	methodology	NOUN
cana-1538	121	6	of	of	ADP
cana-1538	121	7	silent	silent	ADJ
cana-1538	121	8	feedback	feedback	NOUN
cana-1538	121	9	system	system	NOUN
cana-1538	121	10	using	use	VERB
cana-1538	121	11	nlp	nlp	NOUN
cana-1538	121	12	1	1	NUM
cana-1538	121	13	.	.	PUNCT
cana-1538	121	14	system	system	NOUN
cana-1538	121	15	design	design	NOUN
cana-1538	121	16	and	and	CCONJ
cana-1538	121	17	development	development	NOUN
cana-1538	121	18	:	:	PUNCT
cana-1538	121	19	fundamentals	fundamental	NOUN
cana-1538	121	20	of	of	ADP
cana-1538	121	21	silent	silent	ADJ
cana-1538	121	22	feedback	feedback	NOUN
cana-1538	121	23	system	system	NOUN
cana-1538	121	24	design	design	NOUN
cana-1538	121	25	and	and	CCONJ
cana-1538	121	26	development	development	NOUN
cana-1538	121	27	are	be	AUX
cana-1538	121	28	essential	essential	ADJ
cana-1538	121	29	to	to	PART
cana-1538	121	30	formulate	formulate	VERB
cana-1538	121	31	effective	effective	ADJ
cana-1538	121	32	sentiment	sentiment	NOUN
cana-1538	121	33	analysis	analysis	NOUN
cana-1538	121	34	in	in	ADP
cana-1538	121	35	audio	audio	ADJ
cana-1538	121	36	records	record	NOUN
cana-1538	121	37	leveraging	leverage	VERB
cana-1538	121	38	expertise	expertise	NOUN
cana-1538	121	39	in	in	ADP
cana-1538	121	40	software	software	NOUN
cana-1538	121	41	development	development	NOUN
cana-1538	121	42	and	and	CCONJ
cana-1538	121	43	user	user	NOUN
cana-1538	121	44	experience	experience	NOUN
cana-1538	121	45	design	design	NOUN
cana-1538	121	46	,	,	PUNCT
cana-1538	121	47	the	the	DET
cana-1538	121	48	platform	platform	NOUN
cana-1538	121	49	ensures	ensure	VERB
cana-1538	121	50	seamless	seamless	ADJ
cana-1538	121	51	user	user	NOUN
cana-1538	121	52	interaction	interaction	NOUN
cana-1538	121	53	,	,	PUNCT
cana-1538	121	54	and	and	CCONJ
cana-1538	121	55	thus	thus	ADV
cana-1538	121	56	provides	provide	VERB
cana-1538	121	57	user	user	NOUN
cana-1538	121	58	's	's	PART
cana-1538	121	59	participation	participation	NOUN
cana-1538	121	60	and	and	CCONJ
cana-1538	121	61	feedback	feedback	NOUN
cana-1538	121	62	quality	quality	NOUN
cana-1538	121	63	increases	increase	VERB
cana-1538	121	64	intuitive	intuitive	ADJ
cana-1538	121	65	and	and	CCONJ
cana-1538	121	66	user	user	NOUN
cana-1538	121	67	-	-	PUNCT
cana-1538	121	68	friendly	friendly	ADJ
cana-1538	121	69	maes	maes	PROPN
cana-1538	121	70	it	it	PRON
cana-1538	121	71	easy	easy	ADJ
cana-1538	121	72	to	to	PART
cana-1538	121	73	build	build	VERB
cana-1538	121	74	interfaces	interface	NOUN
cana-1538	121	75	[	[	X
cana-1538	121	76	17	17	NUM
cana-1538	121	77	]	]	SYM
cana-1538	121	78	.	.	PUNCT
cana-1538	122	1	2	2	X
cana-1538	122	2	.	.	X
cana-1538	122	3	data	datum	NOUN
cana-1538	122	4	collection	collection	NOUN
cana-1538	122	5	:	:	PUNCT
cana-1538	122	6	the	the	DET
cana-1538	122	7	systematic	systematic	ADJ
cana-1538	122	8	collection	collection	NOUN
cana-1538	122	9	of	of	ADP
cana-1538	122	10	audio	audio	ADJ
cana-1538	122	11	feedback	feedback	NOUN
cana-1538	122	12	data	datum	NOUN
cana-1538	122	13	is	be	AUX
cana-1538	122	14	an	an	DET
cana-1538	122	15	important	important	ADJ
cana-1538	122	16	step	step	NOUN
cana-1538	122	17	in	in	ADP
cana-1538	122	18	the	the	DET
cana-1538	122	19	research	research	NOUN
cana-1538	122	20	process	process	NOUN
cana-1538	122	21	.	.	PUNCT
cana-1538	123	1	bypassing	bypass	VERB
cana-1538	123	2	the	the	DET
cana-1538	123	3	limitations	limitation	NOUN
cana-1538	123	4	of	of	ADP
cana-1538	123	5	explicit	explicit	ADJ
cana-1538	123	6	written	write	VERB
cana-1538	123	7	or	or	CCONJ
cana-1538	123	8	verbal	verbal	ADJ
cana-1538	123	9	communication	communication	NOUN
cana-1538	123	10	,	,	PUNCT
cana-1538	123	11	the	the	DET
cana-1538	123	12	silent	silent	ADJ
cana-1538	123	13	feedback	feedback	NOUN
cana-1538	123	14	system	system	NOUN
cana-1538	123	15	captures	capture	VERB
cana-1538	123	16	real	real	ADJ
cana-1538	123	17	emotions	emotion	NOUN
cana-1538	123	18	in	in	ADP
cana-1538	123	19	their	their	PRON
cana-1538	123	20	raw	raw	ADJ
cana-1538	123	21	form	form	NOUN
cana-1538	123	22	,	,	PUNCT
cana-1538	123	23	providing	provide	VERB
cana-1538	123	24	unparalleled	unparalleled	ADJ
cana-1538	123	25	insights	insight	NOUN
cana-1538	123	26	into	into	ADP
cana-1538	123	27	consumer	consumer	NOUN
cana-1538	123	28	thought	thought	NOUN
cana-1538	123	29	and	and	CCONJ
cana-1538	123	30	preferences	preference	NOUN
cana-1538	123	31	that	that	DET
cana-1538	123	32	way	way	NOUN
cana-1538	123	33	this	this	PRON
cana-1538	123	34	ensures	ensure	VERB
cana-1538	123	35	that	that	SCONJ
cana-1538	123	36	the	the	DET
cana-1538	123	37	data	datum	NOUN
cana-1538	123	38	set	set	VERB
cana-1538	123	39	is	be	AUX
cana-1538	123	40	authentic	authentic	ADJ
cana-1538	123	41	and	and	CCONJ
cana-1538	123	42	rich	rich	ADJ
cana-1538	123	43	,	,	PUNCT
cana-1538	123	44	building	build	VERB
cana-1538	123	45	it	it	PRON
cana-1538	123	46	as	as	ADP
cana-1538	123	47	a	a	DET
cana-1538	123	48	cornerstone	cornerstone	NOUN
cana-1538	123	49	for	for	ADP
cana-1538	123	50	subsequent	subsequent	ADJ
cana-1538	123	51	sentiment	sentiment	NOUN
cana-1538	123	52	analysis	analysis	NOUN
cana-1538	123	53	and	and	CCONJ
cana-1538	123	54	vision	vision	NOUN
cana-1538	123	55	cohort	cohort	NOUN
cana-1538	123	56	.	.	PUNCT
cana-1538	124	1	3	3	X
cana-1538	124	2	.	.	X
cana-1538	124	3	nlp	nlp	ADJ
cana-1538	124	4	-	-	PUNCT
cana-1538	124	5	driven	drive	VERB
cana-1538	124	6	sentiment	sentiment	NOUN
cana-1538	124	7	analysis	analysis	NOUN
cana-1538	124	8	:	:	PUNCT
cana-1538	124	9	advanced	advanced	ADJ
cana-1538	124	10	nlp	nlp	NOUN
cana-1538	124	11	techniques	technique	NOUN
cana-1538	124	12	applied	apply	VERB
cana-1538	124	13	to	to	ADP
cana-1538	124	14	audio	audio	ADJ
cana-1538	124	15	data	datum	NOUN
cana-1538	124	16	enable	enable	VERB
cana-1538	124	17	the	the	DET
cana-1538	124	18	extraction	extraction	NOUN
cana-1538	124	19	of	of	ADP
cana-1538	124	20	subtle	subtle	ADJ
cana-1538	124	21	emotions	emotion	NOUN
cana-1538	124	22	embedded	embed	VERB
cana-1538	124	23	in	in	ADP
cana-1538	124	24	nonverbal	nonverbal	ADJ
cana-1538	124	25	words	word	NOUN
cana-1538	124	26	.	.	PUNCT
cana-1538	125	1	leveraging	leverage	VERB
cana-1538	125	2	an	an	DET
cana-1538	125	3	algorithm	algorithm	NOUN
cana-1538	125	4	optimized	optimize	VERB
cana-1538	125	5	for	for	ADP
cana-1538	125	6	sentiment	sentiment	NOUN
cana-1538	125	7	analysis	analysis	NOUN
cana-1538	125	8	,	,	PUNCT
cana-1538	125	9	the	the	DET
cana-1538	125	10	system	system	NOUN
cana-1538	125	11	goes	go	VERB
cana-1538	125	12	beyond	beyond	ADP
cana-1538	125	13	traditional	traditional	ADJ
cana-1538	125	14	feedback	feedback	NOUN
cana-1538	125	15	methods	method	NOUN
cana-1538	125	16	,	,	PUNCT
cana-1538	125	17	providing	provide	VERB
cana-1538	125	18	a	a	DET
cana-1538	125	19	deeper	deep	ADJ
cana-1538	125	20	understanding	understanding	NOUN
cana-1538	125	21	of	of	ADP
cana-1538	125	22	customer	customer	NOUN
cana-1538	125	23	sentiments	sentiment	NOUN
cana-1538	125	24	and	and	CCONJ
cana-1538	125	25	feelings	feeling	NOUN
cana-1538	125	26	this	this	DET
cana-1538	125	27	approach	approach	NOUN
cana-1538	125	28	not	not	PART
cana-1538	125	29	only	only	ADV
cana-1538	125	30	increases	increase	VERB
cana-1538	125	31	sentiment	sentiment	NOUN
cana-1538	125	32	classification	classification	NOUN
cana-1538	125	33	accuracy	accuracy	NOUN
cana-1538	125	34	but	but	CCONJ
cana-1538	125	35	also	also	ADV
cana-1538	125	36	enables	enable	VERB
cana-1538	125	37	businesses	business	NOUN
cana-1538	125	38	to	to	PART
cana-1538	125	39	uncover	uncover	VERB
cana-1538	125	40	actionable	actionable	ADJ
cana-1538	125	41	insights	insight	NOUN
cana-1538	125	42	from	from	ADP
cana-1538	125	43	audio	audio	ADJ
cana-1538	125	44	feedback	feedback	NOUN
cana-1538	125	45	in	in	ADP
cana-1538	125	46	order	order	NOUN
cana-1538	125	47	to	to	PART
cana-1538	125	48	facilitate	facilitate	VERB
cana-1538	125	49	informed	informed	ADJ
cana-1538	125	50	decision	decision	NOUN
cana-1538	125	51	making	make	VERB
cana-1538	125	52	[	[	X
cana-1538	125	53	18	18	NUM
cana-1538	125	54	]	]	PUNCT
cana-1538	125	55	.	.	PUNCT
cana-1538	126	1	4	4	X
cana-1538	126	2	.	.	NOUN
cana-1538	126	3	aspect	aspect	NOUN
cana-1538	126	4	identification	identification	NOUN
cana-1538	126	5	:	:	PUNCT
cana-1538	126	6	extending	extend	VERB
cana-1538	126	7	beyond	beyond	ADP
cana-1538	126	8	sentiment	sentiment	NOUN
cana-1538	126	9	analysis	analysis	NOUN
cana-1538	126	10	,	,	PUNCT
cana-1538	126	11	the	the	DET
cana-1538	126	12	technique	technique	NOUN
cana-1538	126	13	includes	include	VERB
cana-1538	126	14	identifying	identify	VERB
cana-1538	126	15	segments	segment	NOUN
cana-1538	126	16	to	to	PART
cana-1538	126	17	categorize	categorize	VERB
cana-1538	126	18	emotions	emotion	NOUN
cana-1538	126	19	related	relate	VERB
cana-1538	126	20	to	to	ADP
cana-1538	126	21	a	a	DET
cana-1538	126	22	particular	particular	ADJ
cana-1538	126	23	aspect	aspect	NOUN
cana-1538	126	24	of	of	ADP
cana-1538	126	25	the	the	DET
cana-1538	126	26	customer	customer	NOUN
cana-1538	126	27	experience	experience	NOUN
cana-1538	126	28	this	this	DET
cana-1538	126	29	granular	granular	ADJ
cana-1538	126	30	analysis	analysis	NOUN
cana-1538	126	31	enables	enable	VERB
cana-1538	126	32	businesses	business	NOUN
cana-1538	126	33	to	to	PART
cana-1538	126	34	identify	identify	VERB
cana-1538	126	35	areas	area	NOUN
cana-1538	126	36	of	of	ADP
cana-1538	126	37	strength	strength	NOUN
cana-1538	126	38	and	and	CCONJ
cana-1538	126	39	improvement	improvement	NOUN
cana-1538	126	40	,	,	PUNCT
cana-1538	126	41	and	and	CCONJ
cana-1538	126	42	thereby	thereby	ADV
cana-1538	126	43	facilitating	facilitate	VERB
cana-1538	126	44	targeted	target	VERB
cana-1538	126	45	interventions	intervention	NOUN
cana-1538	126	46	to	to	PART
cana-1538	126	47	increase	increase	VERB
cana-1538	126	48	customer	customer	NOUN
cana-1538	126	49	satisfaction	satisfaction	NOUN
cana-1538	126	50	and	and	CCONJ
cana-1538	126	51	loyalty	loyalty	NOUN
cana-1538	126	52	.	.	PUNCT
cana-1538	127	1	by	by	ADP
cana-1538	127	2	categorizing	categorize	VERB
cana-1538	127	3	emotions	emotion	NOUN
cana-1538	127	4	based	base	VERB
cana-1538	127	5	on	on	ADP
cana-1538	127	6	products	product	NOUN
cana-1538	127	7	,	,	PUNCT
cana-1538	127	8	services	service	NOUN
cana-1538	127	9	,	,	PUNCT
cana-1538	127	10	or	or	CCONJ
cana-1538	127	11	processes	process	NOUN
cana-1538	127	12	,	,	PUNCT
cana-1538	127	13	companies	company	NOUN
cana-1538	127	14	can	can	AUX
cana-1538	127	15	adapt	adapt	VERB
cana-1538	127	16	their	their	PRON
cana-1538	127	17	strategies	strategy	NOUN
cana-1538	127	18	to	to	PART
cana-1538	127	19	better	well	ADV
cana-1538	127	20	address	address	VERB
cana-1538	127	21	customer	customer	NOUN
cana-1538	127	22	concerns	concern	NOUN
cana-1538	127	23	.	.	PUNCT
cana-1538	128	1	communications	communication	NOUN
cana-1538	128	2	on	on	ADP
cana-1538	128	3	applied	apply	VERB
cana-1538	128	4	nonlinear	nonlinear	ADJ
cana-1538	128	5	analysis	analysis	NOUN
cana-1538	128	6	issn	issn	NOUN
cana-1538	128	7	:	:	PUNCT
cana-1538	128	8	1074	1074	NUM
cana-1538	128	9	-	-	PUNCT
cana-1538	128	10	133x	133x	NUM
cana-1538	128	11	vol	vol	NOUN
cana-1538	128	12	31	31	NUM
cana-1538	128	13	no	no	NOUN
cana-1538	128	14	.	.	PUNCT
cana-1538	129	1	8s	8s	PROPN
cana-1538	129	2	(	(	PUNCT
cana-1538	129	3	2024	2024	NUM
cana-1538	129	4	)	)	PUNCT
cana-1538	129	5	466	466	NUM
cana-1538	129	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1538	129	7	5	5	NUM
cana-1538	129	8	.	.	NOUN
cana-1538	129	9	trend	trend	NOUN
cana-1538	129	10	detection	detection	NOUN
cana-1538	129	11	and	and	CCONJ
cana-1538	129	12	proactive	proactive	ADJ
cana-1538	129	13	response	response	NOUN
cana-1538	129	14	:	:	PUNCT
cana-1538	129	15	through	through	ADP
cana-1538	129	16	detailed	detailed	ADJ
cana-1538	129	17	analysis	analysis	NOUN
cana-1538	129	18	of	of	ADP
cana-1538	129	19	audio	audio	ADJ
cana-1538	129	20	feedback	feedback	NOUN
cana-1538	129	21	data	datum	NOUN
cana-1538	129	22	,	,	PUNCT
cana-1538	129	23	the	the	DET
cana-1538	129	24	silent	silent	ADJ
cana-1538	129	25	feedback	feedback	NOUN
cana-1538	129	26	system	system	NOUN
cana-1538	129	27	identifies	identify	VERB
cana-1538	129	28	emerging	emerge	VERB
cana-1538	129	29	trends	trend	NOUN
cana-1538	129	30	and	and	CCONJ
cana-1538	129	31	problems	problem	NOUN
cana-1538	129	32	,	,	PUNCT
cana-1538	129	33	empowering	empower	VERB
cana-1538	129	34	companies	company	NOUN
cana-1538	129	35	to	to	PART
cana-1538	129	36	actively	actively	ADV
cana-1538	129	37	engage	engage	VERB
cana-1538	129	38	customers	customer	NOUN
cana-1538	129	39	’	'	PUNCT
cana-1538	129	40	needs	need	NOUN
cana-1538	129	41	and	and	CCONJ
cana-1538	129	42	preferences	preference	NOUN
cana-1538	129	43	.	.	PUNCT
cana-1538	130	1	going	go	VERB
cana-1538	130	2	beyond	beyond	ADP
cana-1538	130	3	sentiment	sentiment	NOUN
cana-1538	130	4	gaps	gap	NOUN
cana-1538	130	5	,	,	PUNCT
cana-1538	130	6	the	the	DET
cana-1538	130	7	system	system	NOUN
cana-1538	130	8	facilitates	facilitate	VERB
cana-1538	130	9	real	real	ADJ
cana-1538	130	10	-	-	PUNCT
cana-1538	130	11	time	time	NOUN
cana-1538	130	12	identification	identification	NOUN
cana-1538	130	13	of	of	ADP
cana-1538	130	14	changing	change	VERB
cana-1538	130	15	customer	customer	NOUN
cana-1538	130	16	sentiment	sentiment	NOUN
cana-1538	130	17	,	,	PUNCT
cana-1538	130	18	enabling	enable	VERB
cana-1538	130	19	companies	company	NOUN
cana-1538	130	20	to	to	PART
cana-1538	130	21	implement	implement	VERB
cana-1538	130	22	proactive	proactive	ADJ
cana-1538	130	23	response	response	NOUN
cana-1538	130	24	strategies	strategy	NOUN
cana-1538	130	25	and	and	CCONJ
cana-1538	130	26	quickly	quickly	ADV
cana-1538	130	27	mitigate	mitigate	VERB
cana-1538	130	28	potential	potential	ADJ
cana-1538	130	29	challenges	challenge	NOUN
cana-1538	130	30	.	.	PUNCT
cana-1538	131	1	this	this	DET
cana-1538	131	2	approach	approach	NOUN
cana-1538	131	3	creates	create	VERB
cana-1538	131	4	agility	agility	NOUN
cana-1538	131	5	and	and	CCONJ
cana-1538	131	6	responsiveness	responsiveness	NOUN
cana-1538	131	7	,	,	PUNCT
cana-1538	131	8	thereby	thereby	ADV
cana-1538	131	9	increasing	increase	VERB
cana-1538	131	10	customer	customer	NOUN
cana-1538	131	11	satisfaction	satisfaction	NOUN
cana-1538	131	12	and	and	CCONJ
cana-1538	131	13	loyalty	loyalty	NOUN
cana-1538	131	14	[	[	X
cana-1538	131	15	17	17	NUM
cana-1538	131	16	]	]	SYM
cana-1538	131	17	.	.	PUNCT
cana-1538	132	1	6	6	NUM
cana-1538	132	2	.	.	X
cana-1538	132	3	evaluation	evaluation	NOUN
cana-1538	132	4	and	and	CCONJ
cana-1538	132	5	refinement	refinement	NOUN
cana-1538	132	6	:	:	PUNCT
cana-1538	132	7	the	the	DET
cana-1538	132	8	method	method	NOUN
cana-1538	132	9	emphasizes	emphasize	VERB
cana-1538	132	10	iterative	iterative	NOUN
cana-1538	132	11	analysis	analysis	NOUN
cana-1538	132	12	and	and	CCONJ
cana-1538	132	13	modification	modification	NOUN
cana-1538	132	14	of	of	ADP
cana-1538	132	15	the	the	DET
cana-1538	132	16	silent	silent	ADJ
cana-1538	132	17	feedback	feedback	NOUN
cana-1538	132	18	system	system	NOUN
cana-1538	132	19	to	to	PART
cana-1538	132	20	ensure	ensure	VERB
cana-1538	132	21	its	its	PRON
cana-1538	132	22	efficiency	efficiency	NOUN
cana-1538	132	23	and	and	CCONJ
cana-1538	132	24	flexibility	flexibility	NOUN
cana-1538	132	25	.	.	PUNCT
cana-1538	133	1	by	by	ADP
cana-1538	133	2	systematically	systematically	ADV
cana-1538	133	3	measuring	measure	VERB
cana-1538	133	4	the	the	DET
cana-1538	133	5	breadth	breadth	NOUN
cana-1538	133	6	and	and	CCONJ
cana-1538	133	7	accuracy	accuracy	NOUN
cana-1538	133	8	of	of	ADP
cana-1538	133	9	insights	insight	NOUN
cana-1538	133	10	gained	gain	VERB
cana-1538	133	11	,	,	PUNCT
cana-1538	133	12	businesses	business	NOUN
cana-1538	133	13	can	can	AUX
cana-1538	133	14	repeatedly	repeatedly	ADV
cana-1538	133	15	adjust	adjust	VERB
cana-1538	133	16	system	system	NOUN
cana-1538	133	17	performance	performance	NOUN
cana-1538	133	18	and	and	CCONJ
cana-1538	133	19	capabilities	capability	NOUN
cana-1538	133	20	.	.	PUNCT
cana-1538	134	1	this	this	DET
cana-1538	134	2	continuous	continuous	ADJ
cana-1538	134	3	improvement	improvement	NOUN
cana-1538	134	4	allows	allow	VERB
cana-1538	134	5	businesses	business	NOUN
cana-1538	134	6	to	to	PART
cana-1538	134	7	adapt	adapt	VERB
cana-1538	134	8	to	to	ADP
cana-1538	134	9	customer	customer	NOUN
cana-1538	134	10	sentiment	sentiment	NOUN
cana-1538	134	11	and	and	CCONJ
cana-1538	134	12	adjust	adjust	VERB
cana-1538	134	13	their	their	PRON
cana-1538	134	14	behaviour	behaviour	NOUN
cana-1538	134	15	accordingly	accordingly	ADV
cana-1538	134	16	,	,	PUNCT
cana-1538	134	17	thus	thus	ADV
cana-1538	134	18	driving	drive	VERB
cana-1538	134	19	innovation	innovation	NOUN
cana-1538	134	20	and	and	CCONJ
cana-1538	134	21	continuous	continuous	ADJ
cana-1538	134	22	improvement	improvement	NOUN
cana-1538	134	23	in	in	ADP
cana-1538	134	24	customer	customer	NOUN
cana-1538	134	25	engagement	engagement	NOUN
cana-1538	134	26	strategies	strategy	NOUN
cana-1538	134	27	.	.	PUNCT
cana-1538	135	1	6	6	NUM
cana-1538	135	2	.	.	X
cana-1538	135	3	deep	deep	ADJ
cana-1538	135	4	learning	learning	NOUN
cana-1538	135	5	-	-	PUNCT
cana-1538	135	6	based	base	VERB
cana-1538	135	7	classification	classification	NOUN
cana-1538	135	8	/	/	SYM
cana-1538	135	9	lstm	lstm	NOUN
cana-1538	135	10	algorithms	algorithm	NOUN
cana-1538	135	11	currently	currently	ADV
cana-1538	135	12	,	,	PUNCT
cana-1538	135	13	the	the	DET
cana-1538	135	14	proliferation	proliferation	NOUN
cana-1538	135	15	of	of	ADP
cana-1538	135	16	personal	personal	ADJ
cana-1538	135	17	data	datum	NOUN
cana-1538	135	18	within	within	ADP
cana-1538	135	19	consumer	consumer	NOUN
cana-1538	135	20	reviews	review	NOUN
cana-1538	135	21	has	have	AUX
cana-1538	135	22	led	lead	VERB
cana-1538	135	23	to	to	ADP
cana-1538	135	24	the	the	DET
cana-1538	135	25	increasing	increase	VERB
cana-1538	135	26	popularity	popularity	NOUN
cana-1538	135	27	of	of	ADP
cana-1538	135	28	sentiment	sentiment	NOUN
cana-1538	135	29	analysis	analysis	NOUN
cana-1538	135	30	and	and	CCONJ
cana-1538	135	31	evaluation	evaluation	NOUN
cana-1538	135	32	through	through	ADP
cana-1538	135	33	classification	classification	NOUN
cana-1538	135	34	.	.	PUNCT
cana-1538	136	1	in	in	ADP
cana-1538	136	2	this	this	DET
cana-1538	136	3	context	context	NOUN
cana-1538	136	4	,	,	PUNCT
cana-1538	136	5	the	the	DET
cana-1538	136	6	utilization	utilization	NOUN
cana-1538	136	7	of	of	ADP
cana-1538	136	8	for	for	ADP
cana-1538	136	9	classification	classification	NOUN
cana-1538	136	10	tasks	task	NOUN
cana-1538	136	11	,	,	PUNCT
cana-1538	136	12	recurrent	recurrent	ADJ
cana-1538	136	13	neural	neural	ADJ
cana-1538	136	14	network	network	NOUN
cana-1538	136	15	-	-	PUNCT
cana-1538	136	16	based	base	VERB
cana-1538	136	17	long	long	ADJ
cana-1538	136	18	short	short	ADJ
cana-1538	136	19	-	-	PUNCT
cana-1538	136	20	term	term	NOUN
cana-1538	136	21	memory	memory	NOUN
cana-1538	136	22	(	(	PUNCT
cana-1538	136	23	lstm	lstm	NOUN
cana-1538	136	24	)	)	PUNCT
cana-1538	136	25	and	and	CCONJ
cana-1538	136	26	deep	deep	ADJ
cana-1538	136	27	lstm	lstm	PROPN
cana-1538	136	28	classifiers	classifier	NOUN
cana-1538	136	29	have	have	AUX
cana-1538	136	30	gained	gain	VERB
cana-1538	136	31	popularity	popularity	NOUN
cana-1538	136	32	[	[	X
cana-1538	136	33	18	18	NUM
cana-1538	136	34	]	]	PUNCT
cana-1538	136	35	.	.	PUNCT
cana-1538	137	1	both	both	PRON
cana-1538	137	2	long	long	ADJ
cana-1538	137	3	and	and	CCONJ
cana-1538	137	4	short	short	ADJ
cana-1538	137	5	recording	recording	NOUN
cana-1538	137	6	values	value	NOUN
cana-1538	137	7	can	can	AUX
cana-1538	137	8	be	be	AUX
cana-1538	137	9	handled	handle	VERB
cana-1538	137	10	more	more	ADV
cana-1538	137	11	easily	easily	ADV
cana-1538	137	12	by	by	ADP
cana-1538	137	13	the	the	DET
cana-1538	137	14	lstm	lstm	PROPN
cana-1538	137	15	network	network	NOUN
cana-1538	137	16	,	,	PUNCT
cana-1538	137	17	which	which	PRON
cana-1538	137	18	is	be	AUX
cana-1538	137	19	made	make	VERB
cana-1538	137	20	up	up	ADP
cana-1538	137	21	of	of	ADP
cana-1538	137	22	lstm	lstm	ADJ
cana-1538	137	23	units	unit	NOUN
cana-1538	137	24	next	next	ADV
cana-1538	137	25	to	to	ADP
cana-1538	137	26	the	the	DET
cana-1538	137	27	input	input	NOUN
cana-1538	137	28	and	and	CCONJ
cana-1538	137	29	output	output	NOUN
cana-1538	137	30	layers	layer	NOUN
cana-1538	137	31	.	.	PUNCT
cana-1538	138	1	this	this	DET
cana-1538	138	2	lstm	lstm	ADJ
cana-1538	138	3	framework	framework	NOUN
cana-1538	138	4	operates	operate	VERB
cana-1538	138	5	without	without	ADP
cana-1538	138	6	devices	device	NOUN
cana-1538	138	7	in	in	ADP
cana-1538	138	8	several	several	ADJ
cana-1538	138	9	segments	segment	NOUN
cana-1538	138	10	,	,	PUNCT
cana-1538	138	11	enhancing	enhance	VERB
cana-1538	138	12	its	its	PRON
cana-1538	138	13	versatility	versatility	NOUN
cana-1538	138	14	[	[	X
cana-1538	138	15	19	19	NUM
cana-1538	138	16	]	]	PUNCT
cana-1538	138	17	.	.	PUNCT
cana-1538	139	1	a	a	DET
cana-1538	139	2	deep	deep	ADJ
cana-1538	139	3	recurrent	recurrent	ADJ
cana-1538	139	4	neural	neural	ADJ
cana-1538	139	5	network	network	NOUN
cana-1538	139	6	(	(	PUNCT
cana-1538	139	7	rnn	rnn	PROPN
cana-1538	139	8	)	)	PUNCT
cana-1538	139	9	has	have	AUX
cana-1538	139	10	been	be	AUX
cana-1538	139	11	constructed	construct	VERB
cana-1538	139	12	using	use	VERB
cana-1538	139	13	a	a	DET
cana-1538	139	14	three	three	NUM
cana-1538	139	15	-	-	PUNCT
cana-1538	139	16	layer	layer	NOUN
cana-1538	139	17	lstm	lstm	NOUN
cana-1538	139	18	stack	stack	NOUN
cana-1538	139	19	,	,	PUNCT
cana-1538	139	20	and	and	CCONJ
cana-1538	139	21	innovative	innovative	ADJ
cana-1538	139	22	features	feature	NOUN
cana-1538	139	23	like	like	ADP
cana-1538	139	24	peephole	peephole	NOUN
cana-1538	139	25	connections	connection	NOUN
cana-1538	139	26	have	have	AUX
cana-1538	139	27	been	be	AUX
cana-1538	139	28	incorporated	incorporate	VERB
cana-1538	139	29	to	to	PART
cana-1538	139	30	assess	assess	VERB
cana-1538	139	31	precise	precise	ADJ
cana-1538	139	32	performance	performance	NOUN
cana-1538	140	1	[	[	X
cana-1538	140	2	13	13	NUM
cana-1538	140	3	]	]	PUNCT
cana-1538	140	4	.	.	PUNCT
cana-1538	141	1	a.	a.	NOUN
cana-1538	141	2	sentiment	sentiment	PROPN
cana-1538	141	3	prophecy	prophecy	NOUN
cana-1538	141	4	foreseeing	foresee	VERB
cana-1538	141	5	sentiments	sentiment	NOUN
cana-1538	141	6	from	from	ADP
cana-1538	141	7	the	the	DET
cana-1538	141	8	contribution	contribution	NOUN
cana-1538	141	9	data	data	NOUN
cana-1538	141	10	is	be	AUX
cana-1538	141	11	a	a	DET
cana-1538	141	12	useful	useful	ADJ
cana-1538	141	13	step	step	NOUN
cana-1538	141	14	in	in	ADP
cana-1538	141	15	this	this	DET
cana-1538	141	16	process	process	NOUN
cana-1538	141	17	.	.	PUNCT
cana-1538	142	1	it	it	PRON
cana-1538	142	2	might	might	AUX
cana-1538	142	3	take	take	VERB
cana-1538	142	4	a	a	DET
cana-1538	142	5	few	few	ADJ
cana-1538	142	6	rounds	round	NOUN
cana-1538	142	7	of	of	ADP
cana-1538	142	8	the	the	DET
cana-1538	142	9	process	process	NOUN
cana-1538	142	10	for	for	SCONJ
cana-1538	142	11	the	the	DET
cana-1538	142	12	algorithms	algorithm	NOUN
cana-1538	142	13	to	to	PART
cana-1538	142	14	become	become	VERB
cana-1538	142	15	more	more	ADV
cana-1538	142	16	versatile	versatile	ADJ
cana-1538	142	17	and	and	CCONJ
cana-1538	142	18	work	work	VERB
cana-1538	142	19	well	well	ADV
cana-1538	142	20	with	with	ADP
cana-1538	142	21	various	various	ADJ
cana-1538	142	22	types	type	NOUN
cana-1538	142	23	of	of	ADP
cana-1538	142	24	data	datum	NOUN
cana-1538	142	25	.	.	PUNCT
cana-1538	143	1	the	the	DET
cana-1538	143	2	results	result	NOUN
cana-1538	143	3	of	of	ADP
cana-1538	143	4	sentiment	sentiment	NOUN
cana-1538	143	5	predictions	prediction	NOUN
cana-1538	143	6	are	be	AUX
cana-1538	143	7	closely	closely	ADV
cana-1538	143	8	linked	link	VERB
cana-1538	143	9	to	to	ADP
cana-1538	143	10	the	the	DET
cana-1538	143	11	outcomes	outcome	NOUN
cana-1538	143	12	of	of	ADP
cana-1538	143	13	sentiments	sentiment	NOUN
cana-1538	143	14	.	.	PUNCT
cana-1538	144	1	this	this	DET
cana-1538	144	2	connection	connection	NOUN
cana-1538	144	3	enhances	enhance	VERB
cana-1538	144	4	the	the	DET
cana-1538	144	5	efficiency	efficiency	NOUN
cana-1538	144	6	of	of	ADP
cana-1538	144	7	sentiment	sentiment	NOUN
cana-1538	144	8	analysis	analysis	NOUN
cana-1538	144	9	,	,	PUNCT
cana-1538	144	10	making	make	VERB
cana-1538	144	11	it	it	PRON
cana-1538	144	12	more	more	ADV
cana-1538	144	13	productive	productive	ADJ
cana-1538	144	14	in	in	ADP
cana-1538	144	15	understanding	understanding	NOUN
cana-1538	144	16	and	and	CCONJ
cana-1538	144	17	categorizing	categorize	VERB
cana-1538	144	18	sentiments	sentiment	NOUN
cana-1538	144	19	accurately	accurately	ADV
cana-1538	144	20	.	.	PUNCT
cana-1538	145	1	b.	b.	PROPN
cana-1538	145	2	sentiment	sentiment	PROPN
cana-1538	145	3	evaluations	evaluation	NOUN
cana-1538	145	4	after	after	ADP
cana-1538	145	5	going	go	VERB
cana-1538	145	6	through	through	ADP
cana-1538	145	7	all	all	DET
cana-1538	145	8	the	the	DET
cana-1538	145	9	steps	step	NOUN
cana-1538	145	10	we	we	PRON
cana-1538	145	11	talked	talk	VERB
cana-1538	145	12	about	about	ADP
cana-1538	145	13	earlier	early	ADV
cana-1538	145	14	,	,	PUNCT
cana-1538	145	15	we	we	PRON
cana-1538	145	16	,	,	PUNCT
cana-1538	145	17	as	as	ADP
cana-1538	145	18	analysts	analyst	NOUN
cana-1538	145	19	,	,	PUNCT
cana-1538	145	20	can	can	AUX
cana-1538	145	21	finally	finally	ADV
cana-1538	145	22	decide	decide	VERB
cana-1538	145	23	whether	whether	SCONJ
cana-1538	145	24	the	the	DET
cana-1538	145	25	texts	text	NOUN
cana-1538	145	26	are	be	AUX
cana-1538	145	27	positive	positive	ADJ
cana-1538	145	28	or	or	CCONJ
cana-1538	145	29	negative	negative	ADJ
cana-1538	145	30	.	.	PUNCT
cana-1538	146	1	this	this	PRON
cana-1538	146	2	is	be	AUX
cana-1538	146	3	where	where	SCONJ
cana-1538	146	4	we	we	PRON
cana-1538	146	5	figure	figure	VERB
cana-1538	146	6	out	out	ADP
cana-1538	146	7	the	the	DET
cana-1538	146	8	overall	overall	ADJ
cana-1538	146	9	feeling	feeling	NOUN
cana-1538	146	10	of	of	ADP
cana-1538	146	11	the	the	DET
cana-1538	146	12	text	text	NOUN
cana-1538	146	13	.	.	PUNCT
cana-1538	147	1	words	word	NOUN
cana-1538	147	2	in	in	ADP
cana-1538	147	3	the	the	DET
cana-1538	147	4	text	text	NOUN
cana-1538	147	5	can	can	AUX
cana-1538	147	6	carry	carry	VERB
cana-1538	147	7	a	a	DET
cana-1538	147	8	optimistic	optimistic	ADJ
cana-1538	147	9	or	or	CCONJ
cana-1538	147	10	negative	negative	ADJ
cana-1538	147	11	meaning	meaning	NOUN
cana-1538	147	12	,	,	PUNCT
cana-1538	147	13	and	and	CCONJ
cana-1538	147	14	this	this	DET
cana-1538	147	15	process	process	NOUN
cana-1538	147	16	is	be	AUX
cana-1538	147	17	sometimes	sometimes	ADV
cana-1538	147	18	called	call	VERB
cana-1538	147	19	opinion	opinion	NOUN
cana-1538	147	20	mining	mining	NOUN
cana-1538	147	21	because	because	SCONJ
cana-1538	147	22	we	we	PRON
cana-1538	147	23	're	be	AUX
cana-1538	147	24	trying	try	VERB
cana-1538	147	25	to	to	PART
cana-1538	147	26	understand	understand	VERB
cana-1538	147	27	the	the	DET
cana-1538	147	28	sender	sender	NOUN
cana-1538	147	29	's	's	PART
cana-1538	147	30	attitude	attitude	NOUN
cana-1538	147	31	.	.	PUNCT
cana-1538	148	1	we	we	PRON
cana-1538	148	2	then	then	ADV
cana-1538	148	3	compare	compare	VERB
cana-1538	148	4	the	the	DET
cana-1538	148	5	results	result	NOUN
cana-1538	148	6	of	of	ADP
cana-1538	148	7	our	our	PRON
cana-1538	148	8	approach	approach	NOUN
cana-1538	148	9	with	with	ADP
cana-1538	148	10	the	the	DET
cana-1538	148	11	best	good	ADJ
cana-1538	148	12	methods	method	NOUN
cana-1538	148	13	known	know	VERB
cana-1538	148	14	in	in	ADP
cana-1538	148	15	the	the	DET
cana-1538	148	16	existing	exist	VERB
cana-1538	148	17	literature	literature	NOUN
cana-1538	148	18	.	.	PUNCT
cana-1538	149	1	we	we	PRON
cana-1538	149	2	also	also	ADV
cana-1538	149	3	evaluate	evaluate	VERB
cana-1538	149	4	how	how	SCONJ
cana-1538	149	5	well	well	ADV
cana-1538	149	6	our	our	PRON
cana-1538	149	7	system	system	NOUN
cana-1538	149	8	works	work	VERB
cana-1538	149	9	using	use	VERB
cana-1538	149	10	common	common	ADJ
cana-1538	149	11	factors	factor	NOUN
cana-1538	149	12	or	or	CCONJ
cana-1538	149	13	parameters	parameter	NOUN
cana-1538	149	14	.	.	PUNCT
cana-1538	150	1	each	each	DET
cana-1538	150	2	measure	measure	NOUN
cana-1538	150	3	of	of	ADP
cana-1538	150	4	performance	performance	NOUN
cana-1538	150	5	is	be	AUX
cana-1538	150	6	explained	explain	VERB
cana-1538	150	7	in	in	ADP
cana-1538	150	8	a	a	DET
cana-1538	150	9	specific	specific	ADJ
cana-1538	150	10	way	way	NOUN
cana-1538	150	11	to	to	PART
cana-1538	150	12	see	see	VERB
cana-1538	150	13	how	how	SCONJ
cana-1538	150	14	effective	effective	ADJ
cana-1538	150	15	our	our	PRON
cana-1538	150	16	system	system	NOUN
cana-1538	150	17	is	be	AUX
cana-1538	150	18	.	.	PUNCT
cana-1538	151	1	communications	communication	NOUN
cana-1538	151	2	on	on	ADP
cana-1538	151	3	applied	apply	VERB
cana-1538	151	4	nonlinear	nonlinear	ADJ
cana-1538	151	5	analysis	analysis	NOUN
cana-1538	151	6	issn	issn	NOUN
cana-1538	151	7	:	:	PUNCT
cana-1538	151	8	1074	1074	NUM
cana-1538	151	9	-	-	PUNCT
cana-1538	151	10	133x	133x	NUM
cana-1538	151	11	vol	vol	NOUN
cana-1538	151	12	31	31	NUM
cana-1538	151	13	no	no	NOUN
cana-1538	151	14	.	.	PUNCT
cana-1538	152	1	8s	8s	PROPN
cana-1538	152	2	(	(	PUNCT
cana-1538	152	3	2024	2024	NUM
cana-1538	152	4	)	)	PUNCT
cana-1538	152	5	467	467	NUM
cana-1538	152	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1538	152	7	c.	c.	PROPN
cana-1538	152	8	accuracy	accuracy	NOUN
cana-1538	152	9	the	the	DET
cana-1538	152	10	most	most	ADV
cana-1538	152	11	commonly	commonly	ADV
cana-1538	152	12	known	know	VERB
cana-1538	152	13	way	way	NOUN
cana-1538	152	14	to	to	PART
cana-1538	152	15	measure	measure	VERB
cana-1538	152	16	how	how	SCONJ
cana-1538	152	17	well	well	ADV
cana-1538	152	18	something	something	PRON
cana-1538	152	19	is	be	AUX
cana-1538	152	20	doing	do	VERB
cana-1538	152	21	is	be	AUX
cana-1538	152	22	called	call	VERB
cana-1538	152	23	accuracy	accuracy	NOUN
cana-1538	152	24	.	.	PUNCT
cana-1538	153	1	it	it	PRON
cana-1538	153	2	's	be	AUX
cana-1538	153	3	easy	easy	ADJ
cana-1538	153	4	to	to	PART
cana-1538	153	5	figure	figure	VERB
cana-1538	153	6	out	out	ADP
cana-1538	153	7	and	and	CCONJ
cana-1538	153	8	helps	help	VERB
cana-1538	153	9	us	we	PRON
cana-1538	153	10	see	see	VERB
cana-1538	153	11	how	how	SCONJ
cana-1538	153	12	good	good	ADJ
cana-1538	153	13	something	something	PRON
cana-1538	153	14	is	be	AUX
cana-1538	153	15	at	at	ADP
cana-1538	153	16	getting	get	VERB
cana-1538	153	17	things	thing	NOUN
cana-1538	153	18	right	right	ADJ
cana-1538	153	19	.	.	PUNCT
cana-1538	154	1	when	when	SCONJ
cana-1538	154	2	we	we	PRON
cana-1538	154	3	talk	talk	VERB
cana-1538	154	4	about	about	ADP
cana-1538	154	5	accuracy	accuracy	NOUN
cana-1538	154	6	in	in	ADP
cana-1538	154	7	this	this	DET
cana-1538	154	8	context	context	NOUN
cana-1538	154	9	,	,	PUNCT
cana-1538	154	10	we	we	PRON
cana-1538	154	11	're	be	AUX
cana-1538	154	12	checking	check	VERB
cana-1538	154	13	how	how	SCONJ
cana-1538	154	14	well	well	ADV
cana-1538	154	15	our	our	PRON
cana-1538	154	16	predictor	predictor	NOUN
cana-1538	154	17	can	can	AUX
cana-1538	154	18	correctly	correctly	ADV
cana-1538	154	19	identify	identify	VERB
cana-1538	154	20	all	all	DET
cana-1538	154	21	examples	example	NOUN
cana-1538	154	22	,	,	PUNCT
cana-1538	154	23	no	no	ADV
cana-1538	154	24	matter	matter	ADV
cana-1538	154	25	if	if	SCONJ
cana-1538	154	26	they	they	PRON
cana-1538	154	27	are	be	AUX
cana-1538	154	28	good	good	ADJ
cana-1538	154	29	or	or	CCONJ
cana-1538	154	30	not	not	PART
cana-1538	154	31	so	so	ADV
cana-1538	154	32	good	good	ADJ
cana-1538	154	33	.	.	PUNCT
cana-1538	155	1	tp	tp	ADP
cana-1538	155	2	+	+	CCONJ
cana-1538	155	3	tn	tn	NOUN
cana-1538	155	4	_	_	PUNCT
cana-1538	156	1	_	_	PUNCT
cana-1538	157	1	_	_	PUNCT
cana-1538	158	1	_	_	PUNCT
cana-1538	159	1	_	_	PUNCT
cana-1538	160	1	_	_	PUNCT
cana-1538	161	1	_	_	PUNCT
cana-1538	162	1	_	_	PUNCT
cana-1538	163	1	_	_	PUNCT
cana-1538	164	1	_	_	PUNCT
cana-1538	165	1	_	_	PUNCT
cana-1538	166	1	_	_	PUNCT
cana-1538	167	1	_	_	PUNCT
cana-1538	168	1	_	_	PUNCT
cana-1538	169	1	_	_	PUNCT
cana-1538	169	2	(	(	PUNCT
cana-1538	169	3	1	1	X
cana-1538	169	4	)	)	PUNCT
cana-1538	169	5	accuracy	accuracy	NOUN
cana-1538	169	6	=	=	PRON
cana-1538	169	7	tp	tp	NOUN
cana-1538	169	8	+	+	CCONJ
cana-1538	169	9	tn	tn	PROPN
cana-1538	169	10	+	+	NUM
cana-1538	169	11	fp	fp	PROPN
cana-1538	170	1	+	+	X
cana-1538	170	2	fn	fn	NOUN
cana-1538	170	3	where	where	SCONJ
cana-1538	170	4	fn	fn	NOUN
cana-1538	171	1	=	=	X
cana-1538	171	2	false	false	ADJ
cana-1538	171	3	negative	negative	ADJ
cana-1538	171	4	,	,	PUNCT
cana-1538	171	5	tn	tn	NOUN
cana-1538	171	6	=	=	PUNCT
cana-1538	171	7	true	true	ADJ
cana-1538	171	8	negative	negative	ADJ
cana-1538	171	9	,	,	PUNCT
cana-1538	171	10	fp	fp	PROPN
cana-1538	171	11	=	=	NUM
cana-1538	171	12	false	false	ADJ
cana-1538	171	13	positive	positive	ADJ
cana-1538	171	14	,	,	PUNCT
cana-1538	171	15	tp	tp	ADP
cana-1538	171	16	=	=	PUNCT
cana-1538	171	17	true	true	ADJ
cana-1538	171	18	positive	positive	ADJ
cana-1538	171	19	,	,	PUNCT
cana-1538	171	20	p	p	NOUN
cana-1538	171	21	=	=	NOUN
cana-1538	171	22	positive	positive	ADJ
cana-1538	171	23	,	,	PUNCT
cana-1538	171	24	and	and	CCONJ
cana-1538	171	25	n	n	CCONJ
cana-1538	171	26	=	=	PUNCT
cana-1538	171	27	negative	negative	ADJ
cana-1538	172	1	[	[	X
cana-1538	172	2	13	13	NUM
cana-1538	172	3	]	]	PUNCT
cana-1538	172	4	.	.	PUNCT
cana-1538	173	1	d.	d.	PROPN
cana-1538	173	2	sensitivity	sensitivity	PROPN
cana-1538	173	3	/	/	SYM
cana-1538	173	4	recall	recall	NOUN
cana-1538	173	5	we	we	PRON
cana-1538	173	6	use	use	VERB
cana-1538	173	7	something	something	PRON
cana-1538	173	8	called	call	VERB
cana-1538	173	9	recall	recall	NOUN
cana-1538	173	10	,	,	PUNCT
cana-1538	173	11	or	or	CCONJ
cana-1538	173	12	the	the	DET
cana-1538	173	13	true	true	ADJ
cana-1538	173	14	positive	positive	ADJ
cana-1538	173	15	rate	rate	NOUN
cana-1538	173	16	,	,	PUNCT
cana-1538	173	17	to	to	PART
cana-1538	173	18	talk	talk	VERB
cana-1538	173	19	about	about	ADP
cana-1538	173	20	sensitivity	sensitivity	NOUN
cana-1538	173	21	.	.	PUNCT
cana-1538	174	1	it	it	PRON
cana-1538	174	2	's	be	AUX
cana-1538	174	3	like	like	ADP
cana-1538	174	4	looking	look	VERB
cana-1538	174	5	at	at	ADP
cana-1538	174	6	how	how	SCONJ
cana-1538	174	7	well	well	ADV
cana-1538	174	8	our	our	PRON
cana-1538	174	9	system	system	NOUN
cana-1538	174	10	catches	catch	VERB
cana-1538	174	11	the	the	DET
cana-1538	174	12	things	thing	NOUN
cana-1538	174	13	it	it	PRON
cana-1538	174	14	's	be	AUX
cana-1538	174	15	supposed	suppose	VERB
cana-1538	174	16	to	to	PART
cana-1538	174	17	catch	catch	VERB
cana-1538	174	18	.	.	PUNCT
cana-1538	175	1	by	by	ADP
cana-1538	175	2	using	use	VERB
cana-1538	175	3	simple	simple	ADJ
cana-1538	175	4	methods	method	NOUN
cana-1538	175	5	,	,	PUNCT
cana-1538	175	6	we	we	PRON
cana-1538	175	7	can	can	AUX
cana-1538	175	8	figure	figure	VERB
cana-1538	175	9	out	out	ADP
cana-1538	175	10	the	the	DET
cana-1538	175	11	percentage	percentage	NOUN
cana-1538	175	12	of	of	ADP
cana-1538	175	13	true	true	ADJ
cana-1538	175	14	positives	positive	NOUN
cana-1538	175	15	,	,	PUNCT
cana-1538	175	16	which	which	PRON
cana-1538	175	17	means	mean	VERB
cana-1538	175	18	it	it	PRON
cana-1538	175	19	correctly	correctly	ADV
cana-1538	175	20	catches	catch	VERB
cana-1538	175	21	what	what	PRON
cana-1538	175	22	it	it	PRON
cana-1538	175	23	's	be	AUX
cana-1538	175	24	supposed	suppose	VERB
cana-1538	175	25	to	to	PART
cana-1538	175	26	.	.	PUNCT
cana-1538	176	1	when	when	SCONJ
cana-1538	176	2	sensitivity	sensitivity	NOUN
cana-1538	176	3	is	be	AUX
cana-1538	176	4	higher	high	ADJ
cana-1538	176	5	,	,	PUNCT
cana-1538	176	6	it	it	PRON
cana-1538	176	7	means	mean	VERB
cana-1538	176	8	there	there	PRON
cana-1538	176	9	are	be	VERB
cana-1538	176	10	fewer	few	ADJ
cana-1538	176	11	times	time	NOUN
cana-1538	176	12	it	it	PRON
cana-1538	176	13	misses	miss	VERB
cana-1538	176	14	things	thing	NOUN
cana-1538	176	15	(	(	PUNCT
cana-1538	176	16	false	false	ADJ
cana-1538	176	17	negatives	negative	NOUN
cana-1538	176	18	)	)	PUNCT
cana-1538	176	19	,	,	PUNCT
cana-1538	176	20	but	but	CCONJ
cana-1538	176	21	if	if	SCONJ
cana-1538	176	22	sensitivity	sensitivity	NOUN
cana-1538	176	23	is	be	AUX
cana-1538	176	24	lower	low	ADJ
cana-1538	176	25	,	,	PUNCT
cana-1538	176	26	there	there	PRON
cana-1538	176	27	are	be	VERB
cana-1538	176	28	more	more	ADJ
cana-1538	176	29	chances	chance	NOUN
cana-1538	176	30	it	it	PRON
cana-1538	176	31	might	might	AUX
cana-1538	176	32	miss	miss	VERB
cana-1538	176	33	some	some	PRON
cana-1538	176	34	.	.	PUNCT
cana-1538	177	1	it	it	PRON
cana-1538	177	2	's	be	AUX
cana-1538	177	3	important	important	ADJ
cana-1538	177	4	to	to	PART
cana-1538	177	5	know	know	VERB
cana-1538	177	6	that	that	SCONJ
cana-1538	177	7	as	as	SCONJ
cana-1538	177	8	sensitivity	sensitivity	NOUN
cana-1538	177	9	goes	go	VERB
cana-1538	177	10	up	up	ADP
cana-1538	177	11	,	,	PUNCT
cana-1538	177	12	accuracy	accuracy	NOUN
cana-1538	177	13	might	might	AUX
cana-1538	177	14	go	go	VERB
cana-1538	177	15	down	down	ADP
cana-1538	177	16	sometimes	sometimes	ADV
cana-1538	177	17	[	[	X
cana-1538	177	18	13	13	NUM
cana-1538	177	19	]	]	PUNCT
cana-1538	177	20	.	.	PUNCT
cana-1538	178	1	tp	tp	ADP
cana-1538	178	2	_	_	PUNCT
cana-1538	179	1	_	_	PUNCT
cana-1538	180	1	_	_	PUNCT
cana-1538	181	1	_	_	PUNCT
cana-1538	182	1	_	_	PUNCT
cana-1538	183	1	_	_	PUNCT
cana-1538	184	1	_	_	PUNCT
cana-1538	185	1	_	_	PUNCT
cana-1538	185	2	(	(	PUNCT
cana-1538	185	3	2	2	X
cana-1538	185	4	)	)	PUNCT
cana-1538	185	5	sensitivity	sensitivity	NOUN
cana-1538	185	6	=	=	SYM
cana-1538	185	7	p	p	PROPN
cana-1538	185	8	e.	e.	PROPN
cana-1538	185	9	precision	precision	PROPN
cana-1538	185	10	precision	precision	NOUN
cana-1538	185	11	helps	help	VERB
cana-1538	185	12	us	we	PRON
cana-1538	185	13	see	see	VERB
cana-1538	185	14	how	how	SCONJ
cana-1538	185	15	accurate	accurate	ADJ
cana-1538	185	16	our	our	PRON
cana-1538	185	17	classifier	classifier	NOUN
cana-1538	185	18	is	be	AUX
cana-1538	185	19	.	.	PUNCT
cana-1538	186	1	if	if	SCONJ
cana-1538	186	2	precision	precision	NOUN
cana-1538	186	3	is	be	AUX
cana-1538	186	4	low	low	ADJ
cana-1538	186	5	,	,	PUNCT
cana-1538	186	6	it	it	PRON
cana-1538	186	7	means	mean	VERB
cana-1538	186	8	our	our	PRON
cana-1538	186	9	classifier	classifier	NOUN
cana-1538	186	10	is	be	AUX
cana-1538	186	11	not	not	PART
cana-1538	186	12	very	very	ADV
cana-1538	186	13	accurate	accurate	ADJ
cana-1538	186	14	.	.	PUNCT
cana-1538	187	1	when	when	SCONJ
cana-1538	187	2	accuracy	accuracy	NOUN
cana-1538	187	3	is	be	AUX
cana-1538	187	4	low	low	ADJ
cana-1538	187	5	and	and	CCONJ
cana-1538	187	6	precision	precision	NOUN
cana-1538	187	7	is	be	AUX
cana-1538	187	8	high	high	ADJ
cana-1538	187	9	,	,	PUNCT
cana-1538	187	10	it	it	PRON
cana-1538	187	11	results	result	VERB
cana-1538	187	12	in	in	ADP
cana-1538	187	13	lower	low	ADJ
cana-1538	187	14	accuracy	accuracy	NOUN
cana-1538	187	15	overall	overall	ADJ
cana-1538	187	16	and	and	CCONJ
cana-1538	187	17	fewer	few	ADJ
cana-1538	187	18	mistakes	mistake	NOUN
cana-1538	187	19	of	of	ADP
cana-1538	187	20	saying	say	VERB
cana-1538	187	21	something	something	PRON
cana-1538	187	22	is	be	AUX
cana-1538	187	23	positive	positive	ADJ
cana-1538	187	24	when	when	SCONJ
cana-1538	187	25	it	it	PRON
cana-1538	187	26	's	be	AUX
cana-1538	187	27	not	not	PART
cana-1538	187	28	(	(	PUNCT
cana-1538	187	29	false	false	ADJ
cana-1538	187	30	positives	positive	NOUN
cana-1538	187	31	)	)	PUNCT
cana-1538	187	32	.	.	PUNCT
cana-1538	188	1	when	when	SCONJ
cana-1538	188	2	we	we	PRON
cana-1538	188	3	work	work	VERB
cana-1538	188	4	on	on	ADP
cana-1538	188	5	improving	improve	VERB
cana-1538	188	6	precision	precision	NOUN
cana-1538	188	7	,	,	PUNCT
cana-1538	188	8	it	it	PRON
cana-1538	188	9	can	can	AUX
cana-1538	188	10	lead	lead	VERB
cana-1538	188	11	to	to	ADP
cana-1538	188	12	reduced	reduce	VERB
cana-1538	188	13	sensitivity	sensitivity	NOUN
cana-1538	188	14	,	,	PUNCT
cana-1538	188	15	meaning	mean	VERB
cana-1538	188	16	it	it	PRON
cana-1538	188	17	might	might	AUX
cana-1538	188	18	not	not	PART
cana-1538	188	19	catch	catch	VERB
cana-1538	188	20	everything	everything	PRON
cana-1538	188	21	it	it	PRON
cana-1538	188	22	's	be	AUX
cana-1538	188	23	supposed	suppose	VERB
cana-1538	188	24	to	to	PART
cana-1538	188	25	.	.	PUNCT
cana-1538	189	1	it	it	PRON
cana-1538	189	2	's	be	AUX
cana-1538	189	3	like	like	ADP
cana-1538	189	4	a	a	DET
cana-1538	189	5	trade	trade	NOUN
cana-1538	189	6	-	-	PUNCT
cana-1538	189	7	off	off	NOUN
cana-1538	189	8	–	–	PUNCT
cana-1538	189	9	making	make	VERB
cana-1538	189	10	one	one	NOUN
cana-1538	189	11	better	well	ADV
cana-1538	189	12	can	can	AUX
cana-1538	189	13	sometimes	sometimes	ADV
cana-1538	189	14	make	make	VERB
cana-1538	189	15	the	the	DET
cana-1538	189	16	other	other	ADJ
cana-1538	189	17	not	not	PART
cana-1538	189	18	as	as	ADV
cana-1538	189	19	good	good	ADJ
cana-1538	189	20	,	,	PUNCT
cana-1538	189	21	and	and	CCONJ
cana-1538	189	22	they	they	PRON
cana-1538	189	23	are	be	AUX
cana-1538	189	24	kind	kind	ADV
cana-1538	189	25	of	of	ADV
cana-1538	189	26	opposite	opposite	ADJ
cana-1538	189	27	to	to	ADP
cana-1538	189	28	each	each	DET
cana-1538	189	29	other	other	ADJ
cana-1538	189	30	.	.	PUNCT
cana-1538	190	1	tp	tp	ADP
cana-1538	190	2	_	_	PUNCT
cana-1538	191	1	_	_	PUNCT
cana-1538	192	1	_	_	PUNCT
cana-1538	193	1	_	_	PUNCT
cana-1538	194	1	_	_	PUNCT
cana-1538	195	1	_	_	PUNCT
cana-1538	195	2	precision	precision	NOUN
cana-1538	195	3	=	=	PUNCT
cana-1538	195	4	tp	tp	NOUN
cana-1538	196	1	+	+	X
cana-1538	196	2	fp	fp	X
cana-1538	196	3	(	(	PUNCT
cana-1538	196	4	3	3	NUM
cana-1538	196	5	)	)	PUNCT
cana-1538	196	6	f.	f.	PROPN
cana-1538	196	7	f1	f1	PROPN
cana-1538	196	8	-	-	PUNCT
cana-1538	196	9	measure	measure	NOUN
cana-1538	196	10	the	the	DET
cana-1538	196	11	f1	f1	NOUN
cana-1538	196	12	-	-	PUNCT
cana-1538	196	13	measure	measure	NOUN
cana-1538	196	14	is	be	AUX
cana-1538	196	15	like	like	ADP
cana-1538	196	16	a	a	DET
cana-1538	196	17	mix	mix	NOUN
cana-1538	196	18	of	of	ADP
cana-1538	196	19	accuracy	accuracy	NOUN
cana-1538	196	20	and	and	CCONJ
cana-1538	196	21	sensitivity	sensitivity	NOUN
cana-1538	196	22	.	.	PUNCT
cana-1538	197	1	it	it	PRON
cana-1538	197	2	's	be	AUX
cana-1538	197	3	a	a	DET
cana-1538	197	4	way	way	NOUN
cana-1538	197	5	of	of	ADP
cana-1538	197	6	combining	combine	VERB
cana-1538	197	7	how	how	SCONJ
cana-1538	197	8	well	well	ADV
cana-1538	197	9	something	something	PRON
cana-1538	197	10	catches	catch	VERB
cana-1538	197	11	what	what	PRON
cana-1538	197	12	it	it	PRON
cana-1538	197	13	should	should	AUX
cana-1538	197	14	and	and	CCONJ
cana-1538	197	15	how	how	SCONJ
cana-1538	197	16	accurate	accurate	ADJ
cana-1538	197	17	it	it	PRON
cana-1538	197	18	is	be	AUX
cana-1538	197	19	.	.	PUNCT
cana-1538	198	1	think	think	VERB
cana-1538	198	2	of	of	ADP
cana-1538	198	3	it	it	PRON
cana-1538	198	4	as	as	ADP
cana-1538	198	5	finding	find	VERB
cana-1538	198	6	a	a	DET
cana-1538	198	7	balance	balance	NOUN
cana-1538	198	8	between	between	ADP
cana-1538	198	9	being	be	AUX
cana-1538	198	10	sensitive	sensitive	ADJ
cana-1538	198	11	and	and	CCONJ
cana-1538	198	12	being	be	AUX
cana-1538	198	13	accurate	accurate	ADJ
cana-1538	198	14	or	or	CCONJ
cana-1538	198	15	precise	precise	ADJ
cana-1538	198	16	[	[	X
cana-1538	198	17	21	21	NUM
cana-1538	198	18	]	]	PUNCT
cana-1538	198	19	.	.	PUNCT
cana-1538	199	1	the	the	DET
cana-1538	199	2	f1	f1	NOUN
cana-1538	199	3	-	-	PUNCT
cana-1538	199	4	measure	measure	NOUN
cana-1538	199	5	is	be	AUX
cana-1538	199	6	known	know	VERB
cana-1538	199	7	to	to	PART
cana-1538	199	8	be	be	AUX
cana-1538	199	9	quite	quite	ADV
cana-1538	199	10	effective	effective	ADJ
cana-1538	199	11	,	,	PUNCT
cana-1538	199	12	especially	especially	ADV
cana-1538	199	13	in	in	ADP
cana-1538	199	14	situations	situation	NOUN
cana-1538	199	15	where	where	SCONJ
cana-1538	199	16	precision	precision	NOUN
cana-1538	199	17	is	be	AUX
cana-1538	199	18	essential	essential	ADJ
cana-1538	199	19	.	.	PUNCT
cana-1538	200	1	it	it	PRON
cana-1538	200	2	helps	help	VERB
cana-1538	200	3	us	we	PRON
cana-1538	200	4	find	find	VERB
cana-1538	200	5	a	a	DET
cana-1538	200	6	good	good	ADJ
cana-1538	200	7	compromise	compromise	NOUN
cana-1538	200	8	between	between	ADP
cana-1538	200	9	being	be	AUX
cana-1538	200	10	accurate	accurate	ADJ
cana-1538	200	11	and	and	CCONJ
cana-1538	200	12	making	make	VERB
cana-1538	200	13	sure	sure	ADJ
cana-1538	200	14	we	we	PRON
cana-1538	200	15	do	do	AUX
cana-1538	200	16	n't	not	PART
cana-1538	200	17	miss	miss	VERB
cana-1538	200	18	important	important	ADJ
cana-1538	200	19	things	thing	NOUN
cana-1538	200	20	.	.	PUNCT
cana-1538	201	1	communications	communication	NOUN
cana-1538	201	2	on	on	ADP
cana-1538	201	3	applied	apply	VERB
cana-1538	201	4	nonlinear	nonlinear	ADJ
cana-1538	201	5	analysis	analysis	NOUN
cana-1538	201	6	issn	issn	NOUN
cana-1538	201	7	:	:	PUNCT
cana-1538	201	8	1074	1074	NUM
cana-1538	201	9	-	-	PUNCT
cana-1538	201	10	133x	133x	NUM
cana-1538	201	11	vol	vol	NOUN
cana-1538	201	12	31	31	NUM
cana-1538	201	13	no	no	NOUN
cana-1538	201	14	.	.	PUNCT
cana-1538	202	1	8s	8s	PROPN
cana-1538	202	2	(	(	PUNCT
cana-1538	202	3	2024	2024	NUM
cana-1538	202	4	)	)	PUNCT
cana-1538	202	5	468	468	NUM
cana-1538	202	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1538	202	7	tp	tp	ADP
cana-1538	202	8	+	+	CCONJ
cana-1538	202	9	tn	tn	NOUN
cana-1538	202	10	_	_	PUNCT
cana-1538	203	1	_	_	PUNCT
cana-1538	204	1	_	_	PUNCT
cana-1538	205	1	_	_	PUNCT
cana-1538	206	1	_	_	PUNCT
cana-1538	207	1	_	_	PUNCT
cana-1538	208	1	_	_	PUNCT
cana-1538	209	1	_	_	PUNCT
cana-1538	210	1	_	_	PUNCT
cana-1538	211	1	_	_	PUNCT
cana-1538	212	1	_	_	PUNCT
cana-1538	213	1	_	_	PUNCT
cana-1538	214	1	_	_	PUNCT
cana-1538	215	1	_	_	PUNCT
cana-1538	216	1	_	_	PUNCT
cana-1538	216	2	(	(	PUNCT
cana-1538	216	3	4	4	X
cana-1538	216	4	)	)	PUNCT
cana-1538	216	5	f1	f1	NOUN
cana-1538	216	6	score	score	NOUN
cana-1538	216	7	=	=	NOUN
cana-1538	216	8	tp	tp	NOUN
cana-1538	216	9	+	+	CCONJ
cana-1538	216	10	tn	tn	NOUN
cana-1538	217	1	+	+	NUM
cana-1538	217	2	fp	fp	PROPN
cana-1538	217	3	+	+	NUM
cana-1538	217	4	fn	fn	PROPN
cana-1538	217	5	7	7	NUM
cana-1538	217	6	.	.	PUNCT
cana-1538	217	7	lstm	lstm	NOUN
cana-1538	217	8	model	model	NOUN
cana-1538	217	9	process	process	NOUN
cana-1538	217	10	for	for	ADP
cana-1538	217	11	customer	customer	NOUN
cana-1538	217	12	feedback	feedback	NOUN
cana-1538	217	13	sentiment	sentiment	NOUN
cana-1538	217	14	analysis	analysis	NOUN
cana-1538	217	15	1	1	NUM
cana-1538	217	16	.	.	PUNCT
cana-1538	217	17	data	datum	NOUN
cana-1538	217	18	preparation	preparation	NOUN
cana-1538	217	19	:	:	PUNCT
cana-1538	217	20	collect	collect	VERB
cana-1538	217	21	and	and	CCONJ
cana-1538	217	22	pre	pre	ADJ
cana-1538	217	23	-	-	ADJ
cana-1538	217	24	process	process	ADJ
cana-1538	217	25	diverse	diverse	ADJ
cana-1538	217	26	customer	customer	NOUN
cana-1538	217	27	feedback	feedback	NOUN
cana-1538	217	28	audio	audio	NOUN
cana-1538	217	29	recordings	recording	NOUN
cana-1538	217	30	.	.	PUNCT
cana-1538	218	1	label	label	NOUN
cana-1538	218	2	data	datum	NOUN
cana-1538	218	3	with	with	ADP
cana-1538	218	4	binary	binary	ADJ
cana-1538	218	5	sentiment	sentiment	NOUN
cana-1538	218	6	labels	label	NOUN
cana-1538	218	7	(	(	PUNCT
cana-1538	218	8	0	0	NUM
cana-1538	218	9	for	for	ADP
cana-1538	218	10	negative	negative	ADJ
cana-1538	218	11	,	,	PUNCT
cana-1538	218	12	1	1	NUM
cana-1538	218	13	for	for	ADP
cana-1538	218	14	positive	positive	ADJ
cana-1538	218	15	)	)	PUNCT
cana-1538	218	16	.	.	PUNCT
cana-1538	219	1	2	2	X
cana-1538	219	2	.	.	X
cana-1538	219	3	data	datum	NOUN
cana-1538	219	4	splitting	splitting	NOUN
cana-1538	219	5	:	:	PUNCT
cana-1538	219	6	split	split	NOUN
cana-1538	219	7	dataset	dataset	VERB
cana-1538	219	8	into	into	ADP
cana-1538	219	9	training	training	NOUN
cana-1538	219	10	(	(	PUNCT
cana-1538	219	11	80	80	NUM
cana-1538	219	12	%	%	NOUN
cana-1538	219	13	)	)	PUNCT
cana-1538	219	14	and	and	CCONJ
cana-1538	219	15	testing	testing	NOUN
cana-1538	219	16	(	(	PUNCT
cana-1538	219	17	20	20	NUM
cana-1538	219	18	%	%	NOUN
cana-1538	219	19	)	)	PUNCT
cana-1538	219	20	sets	set	NOUN
cana-1538	219	21	.	.	PUNCT
cana-1538	220	1	3	3	X
cana-1538	220	2	.	.	X
cana-1538	220	3	lstm	lstm	ADJ
cana-1538	220	4	model	model	NOUN
cana-1538	220	5	architecture	architecture	NOUN
cana-1538	220	6	:	:	PUNCT
cana-1538	220	7	design	design	NOUN
cana-1538	220	8	lstm	lstm	ADJ
cana-1538	220	9	neural	neural	ADJ
cana-1538	220	10	network	network	NOUN
cana-1538	220	11	with	with	ADP
cana-1538	220	12	input	input	NOUN
cana-1538	220	13	,	,	PUNCT
cana-1538	220	14	lstm	lstm	ADJ
cana-1538	220	15	,	,	PUNCT
cana-1538	220	16	and	and	CCONJ
cana-1538	220	17	output	output	NOUN
cana-1538	220	18	layers	layer	NOUN
cana-1538	220	19	.	.	PUNCT
cana-1538	221	1	4	4	X
cana-1538	221	2	.	.	X
cana-1538	221	3	model	model	NOUN
cana-1538	221	4	training	training	NOUN
cana-1538	221	5	:	:	PUNCT
cana-1538	221	6	train	train	VERB
cana-1538	221	7	the	the	DET
cana-1538	221	8	model	model	NOUN
cana-1538	221	9	using	use	VERB
cana-1538	221	10	the	the	DET
cana-1538	221	11	training	training	NOUN
cana-1538	221	12	set	set	NOUN
cana-1538	221	13	.	.	PUNCT
cana-1538	222	1	optimize	optimize	NOUN
cana-1538	222	2	parameters	parameter	NOUN
cana-1538	222	3	through	through	ADP
cana-1538	222	4	back	back	ADJ
cana-1538	222	5	propagation	propagation	NOUN
cana-1538	222	6	and	and	CCONJ
cana-1538	222	7	multiple	multiple	ADJ
cana-1538	222	8	epochs	epoch	NOUN
cana-1538	222	9	.	.	PUNCT
cana-1538	223	1	5	5	X
cana-1538	223	2	.	.	PUNCT
cana-1538	223	3	model	model	NOUN
cana-1538	223	4	evaluation	evaluation	NOUN
cana-1538	223	5	:	:	PUNCT
cana-1538	223	6	apply	apply	VERB
cana-1538	223	7	the	the	DET
cana-1538	223	8	trained	train	VERB
cana-1538	223	9	model	model	NOUN
cana-1538	223	10	to	to	ADP
cana-1538	223	11	the	the	DET
cana-1538	223	12	testing	testing	NOUN
cana-1538	223	13	set	set	VERB
cana-1538	223	14	for	for	ADP
cana-1538	223	15	sentiment	sentiment	NOUN
cana-1538	223	16	prediction	prediction	NOUN
cana-1538	223	17	.	.	PUNCT
cana-1538	224	1	6	6	NUM
cana-1538	224	2	.	.	X
cana-1538	224	3	confusion	confusion	NOUN
cana-1538	224	4	matrix	matrix	NOUN
cana-1538	224	5	and	and	CCONJ
cana-1538	224	6	metrics	metric	NOUN
cana-1538	224	7	:	:	PUNCT
cana-1538	224	8	construct	construct	VERB
cana-1538	224	9	a	a	DET
cana-1538	224	10	confusion	confusion	NOUN
cana-1538	224	11	matrix	matrix	NOUN
cana-1538	224	12	using	use	VERB
cana-1538	224	13	predicted	predict	VERB
cana-1538	224	14	and	and	CCONJ
cana-1538	224	15	true	true	ADJ
cana-1538	224	16	labels	label	NOUN
cana-1538	224	17	.	.	PUNCT
cana-1538	225	1	calculate	calculate	NOUN
cana-1538	225	2	precision	precision	NOUN
cana-1538	225	3	,	,	PUNCT
cana-1538	225	4	recall	recall	NOUN
cana-1538	225	5	,	,	PUNCT
cana-1538	225	6	f1	f1	NOUN
cana-1538	225	7	-	-	PUNCT
cana-1538	225	8	score	score	NOUN
cana-1538	225	9	,	,	PUNCT
cana-1538	225	10	and	and	CCONJ
cana-1538	225	11	accuracy	accuracy	NOUN
cana-1538	225	12	.	.	PUNCT
cana-1538	226	1	7	7	X
cana-1538	226	2	.	.	X
cana-1538	226	3	micro	micro	ADJ
cana-1538	226	4	-	-	ADJ
cana-1538	226	5	average	average	ADJ
cana-1538	226	6	f1	f1	NOUN
cana-1538	226	7	-	-	PUNCT
cana-1538	226	8	score	score	NOUN
cana-1538	226	9	:	:	PUNCT
cana-1538	226	10	compute	compute	NOUN
cana-1538	226	11	micro	micro	ADJ
cana-1538	226	12	-	-	ADJ
cana-1538	226	13	average	average	ADJ
cana-1538	226	14	f1	f1	NOUN
cana-1538	226	15	-	-	PUNCT
cana-1538	226	16	score	score	NOUN
cana-1538	226	17	to	to	PART
cana-1538	226	18	address	address	VERB
cana-1538	226	19	class	class	NOUN
cana-1538	226	20	imbalances	imbalance	NOUN
cana-1538	226	21	.	.	PUNCT
cana-1538	227	1	8	8	X
cana-1538	227	2	.	.	X
cana-1538	227	3	result	result	PROPN
cana-1538	227	4	interpretation	interpretation	NOUN
cana-1538	227	5	:	:	PUNCT
cana-1538	227	6	precision	precision	NOUN
cana-1538	227	7	,	,	PUNCT
cana-1538	227	8	recall	recall	NOUN
cana-1538	227	9	,	,	PUNCT
cana-1538	227	10	and	and	CCONJ
cana-1538	227	11	f1	f1	NOUN
cana-1538	227	12	-	-	PUNCT
cana-1538	227	13	score	score	NOUN
cana-1538	227	14	of	of	ADP
cana-1538	227	15	1.00	1.00	NUM
cana-1538	227	16	indicate	indicate	VERB
cana-1538	227	17	perfect	perfect	ADJ
cana-1538	227	18	sentiment	sentiment	NOUN
cana-1538	227	19	classification	classification	NOUN
cana-1538	227	20	.	.	PUNCT
cana-1538	228	1	high	high	ADJ
cana-1538	228	2	accuracy	accuracy	NOUN
cana-1538	228	3	and	and	CCONJ
cana-1538	228	4	f1	f1	NOUN
cana-1538	228	5	-	-	PUNCT
cana-1538	228	6	score	score	NOUN
cana-1538	228	7	demonstrate	demonstrate	NOUN
cana-1538	228	8	model	model	NOUN
cana-1538	228	9	effectiveness	effectiveness	NOUN
cana-1538	228	10	.	.	PUNCT
cana-1538	229	1	9	9	X
cana-1538	229	2	.	.	X
cana-1538	229	3	conclusion	conclusion	NOUN
cana-1538	229	4	and	and	CCONJ
cana-1538	229	5	next	next	ADJ
cana-1538	229	6	steps	step	NOUN
cana-1538	229	7	:	:	PUNCT
cana-1538	229	8	interpret	interpret	VERB
cana-1538	229	9	results	result	NOUN
cana-1538	229	10	,	,	PUNCT
cana-1538	229	11	discussing	discuss	VERB
cana-1538	229	12	implications	implication	NOUN
cana-1538	229	13	and	and	CCONJ
cana-1538	229	14	potential	potential	ADJ
cana-1538	229	15	optimizations	optimization	NOUN
cana-1538	229	16	.	.	PUNCT
cana-1538	230	1	consider	consider	VERB
cana-1538	230	2	further	further	ADJ
cana-1538	230	3	research	research	NOUN
cana-1538	230	4	or	or	CCONJ
cana-1538	230	5	applications	application	NOUN
cana-1538	230	6	based	base	VERB
cana-1538	230	7	on	on	ADP
cana-1538	230	8	the	the	DET
cana-1538	230	9	achieved	achieve	VERB
cana-1538	230	10	outcomes	outcome	NOUN
cana-1538	230	11	.	.	PUNCT
cana-1538	231	1	novelty	novelty	NOUN
cana-1538	231	2	or	or	CCONJ
cana-1538	231	3	modified	modified	ADJ
cana-1538	231	4	algorithms	algorithm	NOUN
cana-1538	231	5	are	be	AUX
cana-1538	231	6	primarily	primarily	ADV
cana-1538	231	7	implemented	implement	VERB
cana-1538	231	8	in	in	ADP
cana-1538	231	9	the	the	DET
cana-1538	231	10	research	research	NOUN
cana-1538	231	11	paper	paper	NOUN
cana-1538	231	12	,	,	PUNCT
cana-1538	231	13	the	the	DET
cana-1538	231	14	innovation	innovation	NOUN
cana-1538	231	15	or	or	CCONJ
cana-1538	231	16	modified	modify	VERB
cana-1538	231	17	system	system	NOUN
cana-1538	231	18	is	be	AUX
cana-1538	231	19	mainly	mainly	ADV
cana-1538	231	20	used	use	VERB
cana-1538	231	21	in	in	ADP
cana-1538	231	22	the	the	DET
cana-1538	231	23	sensory	sensory	ADJ
cana-1538	231	24	analysis	analysis	NOUN
cana-1538	231	25	phase	phase	NOUN
cana-1538	231	26	,	,	PUNCT
cana-1538	231	27	and	and	CCONJ
cana-1538	231	28	especially	especially	ADV
cana-1538	231	29	in	in	ADP
cana-1538	231	30	the	the	DET
cana-1538	231	31	analysis	analysis	NOUN
cana-1538	231	32	of	of	ADP
cana-1538	231	33	audio	audio	ADJ
cana-1538	231	34	data	datum	NOUN
cana-1538	231	35	for	for	ADP
cana-1538	231	36	meaningful	meaningful	ADJ
cana-1538	231	37	insights	insight	NOUN
cana-1538	231	38	,	,	PUNCT
cana-1538	231	39	the	the	DET
cana-1538	231	40	innovation	innovation	NOUN
cana-1538	231	41	lies	lie	VERB
cana-1538	231	42	here	here	ADV
cana-1538	231	43	:	:	PUNCT
cana-1538	231	44	1	1	X
cana-1538	231	45	.	.	X
cana-1538	231	46	integration	integration	NOUN
cana-1538	231	47	of	of	ADP
cana-1538	231	48	nlp	nlp	ADJ
cana-1538	231	49	techniques	technique	NOUN
cana-1538	231	50	with	with	ADP
cana-1538	231	51	audio	audio	ADJ
cana-1538	231	52	data	datum	NOUN
cana-1538	231	53	analysis	analysis	NOUN
cana-1538	231	54	the	the	DET
cana-1538	231	55	main	main	ADJ
cana-1538	231	56	contribution	contribution	NOUN
cana-1538	231	57	of	of	ADP
cana-1538	231	58	the	the	DET
cana-1538	231	59	study	study	NOUN
cana-1538	231	60	is	be	AUX
cana-1538	231	61	to	to	PART
cana-1538	231	62	combine	combine	VERB
cana-1538	231	63	state	state	NOUN
cana-1538	231	64	-	-	PUNCT
cana-1538	231	65	of	of	ADP
cana-1538	231	66	-	-	PUNCT
cana-1538	231	67	the	the	DET
cana-1538	231	68	-	-	PUNCT
cana-1538	231	69	art	art	NOUN
cana-1538	231	70	natural	natural	ADJ
cana-1538	231	71	language	language	NOUN
cana-1538	231	72	processing	processing	NOUN
cana-1538	231	73	(	(	PUNCT
cana-1538	231	74	nlp	nlp	NOUN
cana-1538	231	75	)	)	PUNCT
cana-1538	231	76	techniques	technique	NOUN
cana-1538	231	77	with	with	ADP
cana-1538	231	78	audio	audio	ADJ
cana-1538	231	79	data	datum	NOUN
cana-1538	231	80	analysis	analysis	NOUN
cana-1538	231	81	although	although	SCONJ
cana-1538	231	82	nlp	nlp	ADJ
cana-1538	231	83	techniques	technique	NOUN
cana-1538	231	84	are	be	AUX
cana-1538	231	85	traditionally	traditionally	ADV
cana-1538	231	86	applied	apply	VERB
cana-1538	231	87	to	to	ADP
cana-1538	231	88	textual	textual	ADJ
cana-1538	231	89	content	content	NOUN
cana-1538	231	90	,	,	PUNCT
cana-1538	231	91	this	this	DET
cana-1538	231	92	study	study	NOUN
cana-1538	231	93	extends	extend	VERB
cana-1538	231	94	their	their	PRON
cana-1538	231	95	application	application	NOUN
cana-1538	231	96	to	to	ADP
cana-1538	231	97	audio	audio	ADJ
cana-1538	231	98	data	datum	NOUN
cana-1538	231	99	represents	represent	VERB
cana-1538	231	100	,	,	PUNCT
cana-1538	231	101	using	use	VERB
cana-1538	231	102	advanced	advanced	ADJ
cana-1538	231	103	algorithms	algorithm	NOUN
cana-1538	231	104	in	in	ADP
cana-1538	231	105	order	order	NOUN
cana-1538	231	106	to	to	PART
cana-1538	231	107	unlock	unlock	VERB
cana-1538	231	108	the	the	DET
cana-1538	231	109	emotional	emotional	ADJ
cana-1538	231	110	nuances	nuance	NOUN
cana-1538	231	111	embedded	embed	VERB
cana-1538	231	112	in	in	ADP
cana-1538	231	113	unspoken	unspoken	ADJ
cana-1538	231	114	words	word	NOUN
cana-1538	231	115	.	.	PUNCT
cana-1538	232	1	2	2	X
cana-1538	232	2	.	.	X
cana-1538	232	3	leveraging	leverage	VERB
cana-1538	232	4	lstm	lstm	ADJ
cana-1538	232	5	algorithms	algorithm	NOUN
cana-1538	232	6	for	for	ADP
cana-1538	232	7	audio	audio	ADJ
cana-1538	232	8	sentiment	sentiment	NOUN
cana-1538	232	9	analysis	analysis	NOUN
cana-1538	232	10	the	the	DET
cana-1538	232	11	research	research	NOUN
cana-1538	232	12	in	in	ADP
cana-1538	232	13	the	the	DET
cana-1538	232	14	sensory	sensory	ADJ
cana-1538	232	15	analysis	analysis	NOUN
cana-1538	232	16	phase	phase	NOUN
cana-1538	232	17	leads	lead	VERB
cana-1538	232	18	to	to	ADP
cana-1538	232	19	the	the	DET
cana-1538	232	20	integration	integration	NOUN
cana-1538	232	21	of	of	ADP
cana-1538	232	22	long	long	ADJ
cana-1538	232	23	-	-	PUNCT
cana-1538	232	24	term	term	NOUN
cana-1538	232	25	and	and	CCONJ
cana-1538	232	26	short	short	ADJ
cana-1538	232	27	-	-	PUNCT
cana-1538	232	28	term	term	NOUN
cana-1538	232	29	memory	memory	NOUN
cana-1538	232	30	(	(	PUNCT
cana-1538	232	31	lstm	lstm	NOUN
cana-1538	232	32	)	)	PUNCT
cana-1538	232	33	algorithms	algorithm	NOUN
cana-1538	232	34	with	with	ADP
cana-1538	232	35	audio	audio	ADJ
cana-1538	232	36	data	datum	NOUN
cana-1538	232	37	processing	processing	NOUN
cana-1538	232	38	.	.	PUNCT
cana-1538	233	1	lstm	lstm	ADJ
cana-1538	233	2	algorithms	algorithm	NOUN
cana-1538	233	3	,	,	PUNCT
cana-1538	233	4	known	know	VERB
cana-1538	233	5	for	for	ADP
cana-1538	233	6	their	their	PRON
cana-1538	233	7	ability	ability	NOUN
cana-1538	233	8	to	to	PART
cana-1538	233	9	capture	capture	VERB
cana-1538	233	10	time	time	NOUN
cana-1538	233	11	dependence	dependence	NOUN
cana-1538	233	12	in	in	ADP
cana-1538	233	13	sequential	sequential	ADJ
cana-1538	233	14	data	datum	NOUN
cana-1538	233	15	,	,	PUNCT
cana-1538	233	16	are	be	AUX
cana-1538	233	17	used	use	VERB
cana-1538	233	18	for	for	ADP
cana-1538	233	19	audio	audio	ADJ
cana-1538	233	20	sequence	sequence	NOUN
cana-1538	233	21	analysis	analysis	NOUN
cana-1538	233	22	and	and	CCONJ
cana-1538	233	23	efficient	efficient	ADJ
cana-1538	233	24	extraction	extraction	NOUN
cana-1538	233	25	of	of	ADP
cana-1538	233	26	emotions	emotion	NOUN
cana-1538	233	27	through	through	ADP
cana-1538	233	28	the	the	DET
cana-1538	233	29	temporal	temporal	ADJ
cana-1538	233	30	dynamics	dynamic	NOUN
cana-1538	233	31	of	of	ADP
cana-1538	233	32	audio	audio	ADJ
cana-1538	233	33	recordings	recording	NOUN
cana-1538	233	34	upon	upon	SCONJ
cana-1538	233	35	application	application	NOUN
cana-1538	233	36	,	,	PUNCT
cana-1538	233	37	lstm	lstm	ADJ
cana-1538	233	38	algorithms	algorithm	NOUN
cana-1538	233	39	increase	increase	VERB
cana-1538	233	40	the	the	DET
cana-1538	233	41	accuracy	accuracy	NOUN
cana-1538	233	42	and	and	CCONJ
cana-1538	233	43	predictive	predictive	ADJ
cana-1538	233	44	power	power	NOUN
cana-1538	233	45	of	of	ADP
cana-1538	233	46	the	the	DET
cana-1538	233	47	sensitivity	sensitivity	NOUN
cana-1538	233	48	analysis	analysis	NOUN
cana-1538	233	49	model	model	NOUN
cana-1538	233	50	it	it	PRON
cana-1538	233	51	increases	increase	VERB
cana-1538	233	52	the	the	DET
cana-1538	233	53	effectiveness	effectiveness	NOUN
cana-1538	233	54	of	of	ADP
cana-1538	233	55	the	the	DET
cana-1538	233	56	above	above	ADJ
cana-1538	233	57	sensitivity	sensitivity	NOUN
cana-1538	233	58	analysis	analysis	NOUN
cana-1538	233	59	3	3	NUM
cana-1538	233	60	.	.	X
cana-1538	233	61	aspect	aspect	NOUN
cana-1538	233	62	identification	identification	NOUN
cana-1538	233	63	within	within	ADP
cana-1538	233	64	audio	audio	ADJ
cana-1538	233	65	feedback	feedback	NOUN
cana-1538	233	66	furthermore	furthermore	ADV
cana-1538	233	67	,	,	PUNCT
cana-1538	233	68	the	the	DET
cana-1538	233	69	research	research	NOUN
cana-1538	233	70	extends	extend	VERB
cana-1538	233	71	beyond	beyond	ADP
cana-1538	233	72	traditional	traditional	ADJ
cana-1538	233	73	perceptual	perceptual	ADJ
cana-1538	233	74	analysis	analysis	NOUN
cana-1538	233	75	by	by	ADP
cana-1538	233	76	incorporating	incorporate	VERB
cana-1538	233	77	feature	feature	NOUN
cana-1538	233	78	detection	detection	NOUN
cana-1538	233	79	methods	method	NOUN
cana-1538	233	80	into	into	ADP
cana-1538	233	81	audio	audio	ADJ
cana-1538	233	82	response	response	NOUN
cana-1538	233	83	analysis	analysis	NOUN
cana-1538	233	84	.	.	PUNCT
cana-1538	234	1	it	it	PRON
cana-1538	234	2	involves	involve	VERB
cana-1538	234	3	categorizing	categorize	VERB
cana-1538	234	4	emotions	emotion	NOUN
cana-1538	234	5	based	base	VERB
cana-1538	234	6	on	on	ADP
cana-1538	234	7	specific	specific	ADJ
cana-1538	234	8	communications	communication	NOUN
cana-1538	234	9	on	on	ADP
cana-1538	234	10	applied	apply	VERB
cana-1538	234	11	nonlinear	nonlinear	ADJ
cana-1538	234	12	analysis	analysis	NOUN
cana-1538	234	13	issn	issn	NOUN
cana-1538	234	14	:	:	PUNCT
cana-1538	234	15	1074	1074	NUM
cana-1538	234	16	-	-	PUNCT
cana-1538	234	17	133x	133x	NUM
cana-1538	234	18	vol	vol	NOUN
cana-1538	234	19	31	31	NUM
cana-1538	234	20	no	no	NOUN
cana-1538	234	21	.	.	PUNCT
cana-1538	235	1	8s	8s	PROPN
cana-1538	235	2	(	(	PUNCT
cana-1538	235	3	2024	2024	NUM
cana-1538	235	4	)	)	PUNCT
cana-1538	235	5	469	469	NUM
cana-1538	235	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1538	235	7	customer	customer	NOUN
cana-1538	235	8	experience	experience	NOUN
cana-1538	235	9	aspects	aspect	NOUN
cana-1538	235	10	such	such	ADJ
cana-1538	235	11	as	as	ADP
cana-1538	235	12	products	product	NOUN
cana-1538	235	13	,	,	PUNCT
cana-1538	235	14	services	service	NOUN
cana-1538	235	15	,	,	PUNCT
cana-1538	235	16	or	or	CCONJ
cana-1538	235	17	processes	process	NOUN
cana-1538	235	18	.	.	PUNCT
cana-1538	236	1	by	by	ADP
cana-1538	236	2	identifying	identify	VERB
cana-1538	236	3	and	and	CCONJ
cana-1538	236	4	categorizing	categorize	VERB
cana-1538	236	5	sentiments	sentiment	NOUN
cana-1538	236	6	associated	associate	VERB
cana-1538	236	7	with	with	ADP
cana-1538	236	8	specific	specific	ADJ
cana-1538	236	9	segments	segment	NOUN
cana-1538	236	10	,	,	PUNCT
cana-1538	236	11	the	the	DET
cana-1538	236	12	survey	survey	NOUN
cana-1538	236	13	enables	enable	VERB
cana-1538	236	14	more	more	ADJ
cana-1538	236	15	granular	granular	ADJ
cana-1538	236	16	analysis	analysis	NOUN
cana-1538	236	17	of	of	ADP
cana-1538	236	18	customer	customer	NOUN
cana-1538	236	19	feedback	feedback	NOUN
cana-1538	236	20	,	,	PUNCT
cana-1538	236	21	facilitating	facilitate	VERB
cana-1538	236	22	targeted	target	VERB
cana-1538	236	23	interventions	intervention	NOUN
cana-1538	236	24	and	and	CCONJ
cana-1538	236	25	strategic	strategic	ADJ
cana-1538	236	26	decision	decision	NOUN
cana-1538	236	27	making	making	NOUN
cana-1538	236	28	.	.	PUNCT
cana-1538	237	1	4	4	X
cana-1538	237	2	.	.	NOUN
cana-1538	237	3	proactive	proactive	ADJ
cana-1538	237	4	response	response	NOUN
cana-1538	237	5	strategies	strategy	NOUN
cana-1538	237	6	based	base	VERB
cana-1538	237	7	on	on	ADP
cana-1538	237	8	trend	trend	NOUN
cana-1538	237	9	detection	detection	NOUN
cana-1538	237	10	additionally	additionally	ADV
cana-1538	237	11	,	,	PUNCT
cana-1538	237	12	the	the	DET
cana-1538	237	13	study	study	NOUN
cana-1538	237	14	identifies	identify	VERB
cana-1538	237	15	response	response	NOUN
cana-1538	237	16	strategies	strategy	NOUN
cana-1538	237	17	based	base	VERB
cana-1538	237	18	on	on	ADP
cana-1538	237	19	characteristics	characteristic	NOUN
cana-1538	237	20	observed	observe	VERB
cana-1538	237	21	in	in	ADP
cana-1538	237	22	audio	audio	ADJ
cana-1538	237	23	feedback	feedback	NOUN
cana-1538	237	24	data	datum	NOUN
cana-1538	237	25	.	.	PUNCT
cana-1538	238	1	by	by	ADP
cana-1538	238	2	carefully	carefully	ADV
cana-1538	238	3	analysing	analyse	VERB
cana-1538	238	4	audio	audio	ADJ
cana-1538	238	5	data	datum	NOUN
cana-1538	238	6	,	,	PUNCT
cana-1538	238	7	analytics	analytic	NOUN
cana-1538	238	8	provides	provide	VERB
cana-1538	238	9	real	real	ADJ
cana-1538	238	10	-	-	PUNCT
cana-1538	238	11	time	time	NOUN
cana-1538	238	12	access	access	NOUN
cana-1538	238	13	to	to	ADP
cana-1538	238	14	trends	trend	NOUN
cana-1538	238	15	and	and	CCONJ
cana-1538	238	16	upcoming	upcoming	ADJ
cana-1538	238	17	events	event	NOUN
cana-1538	238	18	.	.	PUNCT
cana-1538	239	1	this	this	DET
cana-1538	239	2	proactive	proactive	ADJ
cana-1538	239	3	approach	approach	NOUN
cana-1538	239	4	allows	allow	VERB
cana-1538	239	5	companies	company	NOUN
cana-1538	239	6	to	to	PART
cana-1538	239	7	react	react	VERB
cana-1538	239	8	quickly	quickly	ADV
cana-1538	239	9	to	to	ADP
cana-1538	239	10	changing	change	VERB
cana-1538	239	11	customer	customer	NOUN
cana-1538	239	12	sentiment	sentiment	NOUN
cana-1538	239	13	,	,	PUNCT
cana-1538	239	14	leading	lead	VERB
cana-1538	239	15	to	to	ADP
cana-1538	239	16	increased	increase	VERB
cana-1538	239	17	customer	customer	NOUN
cana-1538	239	18	satisfaction	satisfaction	NOUN
cana-1538	239	19	and	and	CCONJ
cana-1538	239	20	loyalty	loyalty	NOUN
cana-1538	239	21	.	.	PUNCT
cana-1538	240	1	this	this	DET
cana-1538	240	2	emphasis	emphasis	NOUN
cana-1538	240	3	on	on	ADP
cana-1538	240	4	dynamic	dynamic	ADJ
cana-1538	240	5	response	response	NOUN
cana-1538	240	6	techniques	technique	NOUN
cana-1538	240	7	represents	represent	VERB
cana-1538	240	8	a	a	DET
cana-1538	240	9	novel	novel	ADJ
cana-1538	240	10	application	application	NOUN
cana-1538	240	11	of	of	ADP
cana-1538	240	12	sensitivity	sensitivity	NOUN
cana-1538	240	13	analysis	analysis	NOUN
cana-1538	240	14	techniques	technique	NOUN
cana-1538	240	15	in	in	ADP
cana-1538	240	16	the	the	DET
cana-1538	240	17	processing	processing	NOUN
cana-1538	240	18	of	of	ADP
cana-1538	240	19	customer	customer	NOUN
cana-1538	240	20	feedback	feedback	NOUN
cana-1538	240	21	.	.	PUNCT
cana-1538	241	1	implementation	implementation	NOUN
cana-1538	241	2	and	and	CCONJ
cana-1538	241	3	results	result	NOUN
cana-1538	241	4	in	in	ADP
cana-1538	241	5	this	this	DET
cana-1538	241	6	section	section	NOUN
cana-1538	241	7	we	we	PRON
cana-1538	241	8	explore	explore	VERB
cana-1538	241	9	the	the	DET
cana-1538	241	10	experimental	experimental	ADJ
cana-1538	241	11	results	result	NOUN
cana-1538	241	12	using	use	VERB
cana-1538	241	13	audio	audio	ADJ
cana-1538	241	14	recordings	recording	NOUN
cana-1538	241	15	of	of	ADP
cana-1538	241	16	customers	customer	NOUN
cana-1538	241	17	'	'	PART
cana-1538	241	18	opinions	opinion	NOUN
cana-1538	241	19	about	about	ADP
cana-1538	241	20	various	various	ADJ
cana-1538	241	21	company	company	NOUN
cana-1538	241	22	items	item	NOUN
cana-1538	241	23	,	,	PUNCT
cana-1538	241	24	using	use	VERB
cana-1538	241	25	long	long	ADJ
cana-1538	241	26	short	short	ADJ
cana-1538	241	27	-	-	PUNCT
cana-1538	241	28	term	term	NOUN
cana-1538	241	29	memory	memory	NOUN
cana-1538	241	30	(	(	PUNCT
cana-1538	241	31	lstm	lstm	ADJ
cana-1538	241	32	)	)	PUNCT
cana-1538	241	33	classifiers	classifier	NOUN
cana-1538	241	34	in	in	ADP
cana-1538	241	35	different	different	ADJ
cana-1538	241	36	deep	deep	ADJ
cana-1538	241	37	learning	learning	NOUN
cana-1538	241	38	models	model	NOUN
cana-1538	241	39	.	.	PUNCT
cana-1538	242	1	these	these	DET
cana-1538	242	2	models	model	NOUN
cana-1538	242	3	were	be	AUX
cana-1538	242	4	applied	apply	VERB
cana-1538	242	5	to	to	ADP
cana-1538	242	6	the	the	DET
cana-1538	242	7	selected	select	VERB
cana-1538	242	8	datasets	dataset	NOUN
cana-1538	242	9	in	in	ADP
cana-1538	242	10	order	order	NOUN
cana-1538	242	11	to	to	PART
cana-1538	242	12	assess	assess	VERB
cana-1538	242	13	their	their	PRON
cana-1538	242	14	accuracy	accuracy	NOUN
cana-1538	242	15	and	and	CCONJ
cana-1538	242	16	dependability	dependability	NOUN
cana-1538	242	17	in	in	ADP
cana-1538	242	18	sentiment	sentiment	NOUN
cana-1538	242	19	classification	classification	NOUN
cana-1538	242	20	.	.	PUNCT
cana-1538	243	1	to	to	PART
cana-1538	243	2	be	be	AUX
cana-1538	243	3	more	more	ADV
cana-1538	243	4	precise	precise	ADJ
cana-1538	243	5	,	,	PUNCT
cana-1538	243	6	we	we	PRON
cana-1538	243	7	used	use	VERB
cana-1538	243	8	recurrent	recurrent	ADJ
cana-1538	243	9	neural	neural	ADJ
cana-1538	243	10	networkbased	networkbase	VERB
cana-1538	243	11	models	model	NOUN
cana-1538	243	12	and	and	CCONJ
cana-1538	243	13	long	long	ADJ
cana-1538	243	14	short	short	ADJ
cana-1538	243	15	-	-	PUNCT
cana-1538	243	16	term	term	NOUN
cana-1538	243	17	memory	memory	NOUN
cana-1538	243	18	inspired	inspire	VERB
cana-1538	243	19	by	by	ADP
cana-1538	243	20	deep	deep	ADJ
cana-1538	243	21	learning	learning	NOUN
cana-1538	243	22	to	to	PART
cana-1538	243	23	analyse	analyse	VERB
cana-1538	243	24	sentiment	sentiment	NOUN
cana-1538	243	25	in	in	ADP
cana-1538	243	26	-	-	PUNCT
cana-1538	243	27	depth	depth	NOUN
cana-1538	243	28	.	.	PUNCT
cana-1538	244	1	these	these	DET
cana-1538	244	2	methods	method	NOUN
cana-1538	244	3	were	be	AUX
cana-1538	244	4	used	use	VERB
cana-1538	244	5	to	to	PART
cana-1538	244	6	construct	construct	VERB
cana-1538	244	7	three	three	NUM
cana-1538	244	8	different	different	ADJ
cana-1538	244	9	models	model	NOUN
cana-1538	244	10	.	.	PUNCT
cana-1538	245	1	we	we	PRON
cana-1538	245	2	used	use	VERB
cana-1538	245	3	a	a	DET
cana-1538	245	4	variety	variety	NOUN
cana-1538	245	5	of	of	ADP
cana-1538	245	6	metrics	metric	NOUN
cana-1538	245	7	,	,	PUNCT
cana-1538	245	8	including	include	VERB
cana-1538	245	9	accuracy	accuracy	NOUN
cana-1538	245	10	,	,	PUNCT
cana-1538	245	11	precision	precision	NOUN
cana-1538	245	12	,	,	PUNCT
cana-1538	245	13	recall	recall	NOUN
cana-1538	245	14	,	,	PUNCT
cana-1538	245	15	and	and	CCONJ
cana-1538	245	16	f1	f1	NOUN
cana-1538	245	17	-	-	PUNCT
cana-1538	245	18	score	score	NOUN
cana-1538	245	19	,	,	PUNCT
cana-1538	245	20	to	to	PART
cana-1538	245	21	evaluate	evaluate	VERB
cana-1538	245	22	their	their	PRON
cana-1538	245	23	performance	performance	NOUN
cana-1538	245	24	.	.	PUNCT
cana-1538	246	1	we	we	PRON
cana-1538	246	2	also	also	ADV
cana-1538	246	3	contrasted	contrast	VERB
cana-1538	246	4	our	our	PRON
cana-1538	246	5	experiment	experiment	NOUN
cana-1538	246	6	results	result	NOUN
cana-1538	246	7	with	with	ADP
cana-1538	246	8	those	those	PRON
cana-1538	246	9	from	from	ADP
cana-1538	246	10	previous	previous	ADJ
cana-1538	246	11	approaches	approach	NOUN
cana-1538	246	12	.	.	PUNCT
cana-1538	247	1	positively	positively	ADV
cana-1538	247	2	,	,	PUNCT
cana-1538	247	3	the	the	DET
cana-1538	247	4	outcomes	outcome	NOUN
cana-1538	247	5	were	be	AUX
cana-1538	247	6	either	either	CCONJ
cana-1538	247	7	better	well	ADJ
cana-1538	247	8	than	than	ADP
cana-1538	247	9	or	or	CCONJ
cana-1538	247	10	comparable	comparable	ADJ
cana-1538	247	11	to	to	ADP
cana-1538	247	12	those	those	PRON
cana-1538	247	13	obtained	obtain	VERB
cana-1538	247	14	with	with	ADP
cana-1538	247	15	earlier	early	ADJ
cana-1538	247	16	techniques	technique	NOUN
cana-1538	247	17	,	,	PUNCT
cana-1538	247	18	demonstrating	demonstrate	VERB
cana-1538	247	19	the	the	DET
cana-1538	247	20	efficacy	efficacy	NOUN
cana-1538	247	21	of	of	ADP
cana-1538	247	22	our	our	PRON
cana-1538	247	23	deep	deep	ADJ
cana-1538	247	24	learning	learning	NOUN
cana-1538	247	25	-	-	PUNCT
cana-1538	247	26	based	base	VERB
cana-1538	247	27	models	model	NOUN
cana-1538	247	28	in	in	ADP
cana-1538	247	29	precisely	precisely	ADV
cana-1538	247	30	categorizing	categorize	VERB
cana-1538	247	31	and	and	CCONJ
cana-1538	247	32	analysing	analyse	VERB
cana-1538	247	33	sentiment	sentiment	NOUN
cana-1538	247	34	from	from	ADP
cana-1538	247	35	audio	audio	ADJ
cana-1538	247	36	recordings	recording	NOUN
cana-1538	247	37	of	of	ADP
cana-1538	247	38	customer	customer	NOUN
cana-1538	247	39	feedback	feedback	NOUN
cana-1538	247	40	.	.	PUNCT
cana-1538	248	1	the	the	DET
cana-1538	248	2	outcomes	outcome	NOUN
cana-1538	248	3	showed	show	VERB
cana-1538	248	4	improved	improved	ADJ
cana-1538	248	5	or	or	CCONJ
cana-1538	248	6	comparable	comparable	ADJ
cana-1538	248	7	performance	performance	NOUN
cana-1538	248	8	to	to	ADP
cana-1538	248	9	previous	previous	ADJ
cana-1538	248	10	approaches	approach	NOUN
cana-1538	248	11	.	.	PUNCT
cana-1538	249	1	figure	figure	VERB
cana-1538	249	2	6	6	NUM
cana-1538	249	3	presents	present	VERB
cana-1538	249	4	the	the	DET
cana-1538	249	5	evaluation	evaluation	NOUN
cana-1538	249	6	of	of	ADP
cana-1538	249	7	the	the	DET
cana-1538	249	8	amazon	amazon	NOUN
cana-1538	249	9	-	-	PUNCT
cana-1538	249	10	fine	fine	ADJ
cana-1538	249	11	-	-	PUNCT
cana-1538	249	12	food	food	NOUN
cana-1538	249	13	-	-	PUNCT
cana-1538	249	14	review	review	NOUN
cana-1538	249	15	dataset	dataset	NOUN
cana-1538	249	16	using	use	VERB
cana-1538	249	17	three	three	NUM
cana-1538	249	18	different	different	ADJ
cana-1538	249	19	categorization	categorization	NOUN
cana-1538	249	20	methods	method	NOUN
cana-1538	249	21	:	:	PUNCT
cana-1538	249	22	model	model	NOUN
cana-1538	249	23	1	1	NUM
cana-1538	249	24	,	,	PUNCT
cana-1538	249	25	model	model	NOUN
cana-1538	249	26	2	2	NUM
cana-1538	249	27	,	,	PUNCT
cana-1538	249	28	and	and	CCONJ
cana-1538	249	29	model	model	NOUN
cana-1538	249	30	3	3	NUM
cana-1538	249	31	.	.	PUNCT
cana-1538	249	32	similarly	similarly	ADV
cana-1538	249	33	,	,	PUNCT
cana-1538	249	34	uses	use	VERB
cana-1538	249	35	models	model	NOUN
cana-1538	249	36	1	1	NUM
cana-1538	249	37	,	,	PUNCT
cana-1538	249	38	2	2	NUM
cana-1538	249	39	,	,	PUNCT
cana-1538	249	40	and	and	CCONJ
cana-1538	249	41	3	3	NUM
cana-1538	249	42	to	to	PART
cana-1538	249	43	show	show	VERB
cana-1538	249	44	how	how	SCONJ
cana-1538	249	45	the	the	DET
cana-1538	249	46	phones	phone	NOUN
cana-1538	249	47	and	and	CCONJ
cana-1538	249	48	accessories	accessory	NOUN
cana-1538	249	49	dataset	dataset	NOUN
cana-1538	249	50	was	be	AUX
cana-1538	249	51	evaluated	evaluate	VERB
cana-1538	249	52	.	.	PUNCT
cana-1538	250	1	the	the	DET
cana-1538	250	2	following	follow	VERB
cana-1538	250	3	figures	figure	NOUN
cana-1538	250	4	provide	provide	VERB
cana-1538	250	5	performance	performance	NOUN
cana-1538	250	6	metric	metric	ADJ
cana-1538	250	7	evaluations	evaluation	NOUN
cana-1538	250	8	of	of	ADP
cana-1538	250	9	these	these	DET
cana-1538	250	10	classifiers	classifier	NOUN
cana-1538	250	11	using	use	VERB
cana-1538	250	12	the	the	DET
cana-1538	250	13	amazon	amazon	NOUN
cana-1538	250	14	-	-	PUNCT
cana-1538	250	15	products	product	NOUN
cana-1538	250	16	dataset	dataset	NOUN
cana-1538	250	17	.	.	PUNCT
cana-1538	251	1	figure	figure	NOUN
cana-1538	251	2	2	2	NUM
cana-1538	251	3	.	.	PUNCT
cana-1538	252	1	comparison	comparison	NOUN
cana-1538	252	2	of	of	ADP
cana-1538	252	3	performance	performance	NOUN
cana-1538	252	4	measurement	measurement	NOUN
cana-1538	252	5	matrices	matrix	NOUN
cana-1538	252	6	on	on	ADP
cana-1538	252	7	the	the	DET
cana-1538	252	8	amazon	amazon	NOUN
cana-1538	252	9	fine	fine	ADJ
cana-1538	252	10	food	food	NOUN
cana-1538	252	11	reviews	review	NOUN
cana-1538	252	12	dataset	dataset	VERB
cana-1538	252	13	.	.	PUNCT
cana-1538	253	1	figure	figure	NOUN
cana-1538	253	2	3	3	NUM
cana-1538	253	3	.	.	NOUN
cana-1538	254	1	comparison	comparison	NOUN
cana-1538	254	2	of	of	ADP
cana-1538	254	3	performance	performance	NOUN
cana-1538	254	4	measurement	measurement	NOUN
cana-1538	254	5	matrices	matrix	NOUN
cana-1538	254	6	on	on	ADP
cana-1538	254	7	the	the	DET
cana-1538	254	8	phones	phone	NOUN
cana-1538	254	9	and	and	CCONJ
cana-1538	254	10	accessories	accessory	NOUN
cana-1538	254	11	dataset	dataset	NOUN
cana-1538	254	12	.	.	PUNCT
cana-1538	255	1	communications	communication	NOUN
cana-1538	255	2	on	on	ADP
cana-1538	255	3	applied	apply	VERB
cana-1538	255	4	nonlinear	nonlinear	ADJ
cana-1538	255	5	analysis	analysis	NOUN
cana-1538	255	6	issn	issn	NOUN
cana-1538	255	7	:	:	PUNCT
cana-1538	255	8	1074	1074	NUM
cana-1538	255	9	-	-	PUNCT
cana-1538	255	10	133x	133x	NUM
cana-1538	255	11	vol	vol	NOUN
cana-1538	255	12	31	31	NUM
cana-1538	255	13	no	no	NOUN
cana-1538	255	14	.	.	PUNCT
cana-1538	256	1	8s	8s	PROPN
cana-1538	256	2	(	(	PUNCT
cana-1538	256	3	2024	2024	NUM
cana-1538	256	4	)	)	PUNCT
cana-1538	256	5	470	470	NUM
cana-1538	256	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1538	256	7	figure	figure	NOUN
cana-1538	256	8	4	4	NUM
cana-1538	256	9	.	.	PUNCT
cana-1538	256	10	comparison	comparison	NOUN
cana-1538	256	11	of	of	ADP
cana-1538	256	12	performance	performance	NOUN
cana-1538	256	13	measurement	measurement	NOUN
cana-1538	256	14	matrices	matrix	NOUN
cana-1538	256	15	on	on	ADP
cana-1538	256	16	the	the	DET
cana-1538	256	17	amazon	amazon	NOUN
cana-1538	256	18	products	product	NOUN
cana-1538	256	19	dataset	dataset	VERB
cana-1538	256	20	.	.	PUNCT
cana-1538	257	1	figure	figure	NOUN
cana-1538	257	2	5	5	NUM
cana-1538	257	3	.	.	PUNCT
cana-1538	257	4	comparison	comparison	NOUN
cana-1538	257	5	of	of	ADP
cana-1538	257	6	performance	performance	NOUN
cana-1538	257	7	measurement	measurement	NOUN
cana-1538	257	8	matrices	matrix	NOUN
cana-1538	257	9	on	on	ADP
cana-1538	257	10	the	the	DET
cana-1538	257	11	movies	movie	NOUN
cana-1538	257	12	dataset	dataset	VERB
cana-1538	257	13	.	.	PUNCT
cana-1538	258	1	within	within	ADP
cana-1538	258	2	the	the	DET
cana-1538	258	3	review	review	NOUN
cana-1538	258	4	paper	paper	NOUN
cana-1538	258	5	and	and	CCONJ
cana-1538	258	6	on	on	ADP
cana-1538	258	7	the	the	DET
cana-1538	258	8	research	research	NOUN
cana-1538	258	9	methods	method	NOUN
cana-1538	258	10	for	for	ADP
cana-1538	258	11	sensory	sensory	ADJ
cana-1538	258	12	analysis	analysis	NOUN
cana-1538	258	13	applied	apply	VERB
cana-1538	258	14	to	to	ADP
cana-1538	258	15	audio	audio	ADJ
cana-1538	258	16	data	datum	NOUN
cana-1538	258	17	,	,	PUNCT
cana-1538	258	18	a	a	DET
cana-1538	258	19	comparative	comparative	ADJ
cana-1538	258	20	view	view	NOUN
cana-1538	258	21	of	of	ADP
cana-1538	258	22	performance	performance	NOUN
cana-1538	258	23	measures	measure	NOUN
cana-1538	258	24	on	on	ADP
cana-1538	258	25	a	a	DET
cana-1538	258	26	movie	movie	NOUN
cana-1538	258	27	dataset	dataset	NOUN
cana-1538	258	28	provides	provide	VERB
cana-1538	258	29	valuable	valuable	ADJ
cana-1538	258	30	insights	insight	NOUN
cana-1538	258	31	into	into	ADP
cana-1538	258	32	the	the	DET
cana-1538	258	33	effectiveness	effectiveness	NOUN
cana-1538	258	34	of	of	ADP
cana-1538	258	35	various	various	ADJ
cana-1538	258	36	analytical	analytical	ADJ
cana-1538	258	37	strategies	strategy	NOUN
cana-1538	258	38	around	around	ADV
cana-1538	258	39	.	.	PUNCT
cana-1538	259	1	focusing	focus	VERB
cana-1538	259	2	on	on	ADP
cana-1538	259	3	key	key	ADJ
cana-1538	259	4	performance	performance	NOUN
cana-1538	259	5	measures	measure	NOUN
cana-1538	259	6	such	such	ADJ
cana-1538	259	7	as	as	ADP
cana-1538	259	8	precision	precision	NOUN
cana-1538	259	9	,	,	PUNCT
cana-1538	259	10	recall	recall	NOUN
cana-1538	259	11	,	,	PUNCT
cana-1538	259	12	f-1	f-1	NOUN
cana-1538	259	13	score	score	NOUN
cana-1538	259	14	,	,	PUNCT
cana-1538	259	15	and	and	CCONJ
cana-1538	259	16	precision	precision	NOUN
cana-1538	259	17	facilitates	facilitate	VERB
cana-1538	259	18	a	a	DET
cana-1538	259	19	comprehensive	comprehensive	ADJ
cana-1538	259	20	assessment	assessment	NOUN
cana-1538	259	21	of	of	ADP
cana-1538	259	22	the	the	DET
cana-1538	259	23	predictive	predictive	ADJ
cana-1538	259	24	power	power	NOUN
cana-1538	259	25	and	and	CCONJ
cana-1538	259	26	robustness	robustness	NOUN
cana-1538	259	27	of	of	ADP
cana-1538	259	28	the	the	DET
cana-1538	259	29	models	model	NOUN
cana-1538	259	30	.	.	PUNCT
cana-1538	260	1	as	as	SCONJ
cana-1538	260	2	shown	show	VERB
cana-1538	260	3	in	in	ADP
cana-1538	260	4	the	the	DET
cana-1538	260	5	content	content	NOUN
cana-1538	260	6	of	of	ADP
cana-1538	260	7	the	the	DET
cana-1538	260	8	study	study	NOUN
cana-1538	260	9	,	,	PUNCT
cana-1538	260	10	the	the	DET
cana-1538	260	11	comparison	comparison	NOUN
cana-1538	260	12	of	of	ADP
cana-1538	260	13	performance	performance	NOUN
cana-1538	260	14	metrics	metric	NOUN
cana-1538	260	15	in	in	ADP
cana-1538	260	16	a	a	DET
cana-1538	260	17	movie	movie	NOUN
cana-1538	260	18	dataset	dataset	NOUN
cana-1538	260	19	reveals	reveal	VERB
cana-1538	260	20	subtle	subtle	ADJ
cana-1538	260	21	patterns	pattern	NOUN
cana-1538	260	22	and	and	CCONJ
cana-1538	260	23	trade	trade	NOUN
cana-1538	260	24	-	-	PUNCT
cana-1538	260	25	offs	off	NOUN
cana-1538	260	26	in	in	ADP
cana-1538	260	27	sensitivity	sensitivity	NOUN
cana-1538	260	28	analysis	analysis	NOUN
cana-1538	260	29	techniques	technique	NOUN
cana-1538	260	30	precision	precision	NOUN
cana-1538	260	31	,	,	PUNCT
cana-1538	260	32	which	which	PRON
cana-1538	260	33	measures	measure	VERB
cana-1538	260	34	the	the	DET
cana-1538	260	35	real	real	ADJ
cana-1538	260	36	good	good	ADJ
cana-1538	260	37	prediction	prediction	NOUN
cana-1538	260	38	part	part	NOUN
cana-1538	260	39	of	of	ADP
cana-1538	260	40	in	in	ADP
cana-1538	260	41	all	all	DET
cana-1538	260	42	good	good	ADJ
cana-1538	260	43	prophecies	prophecy	NOUN
cana-1538	260	44	,	,	PUNCT
cana-1538	260	45	on	on	ADP
cana-1538	260	46	the	the	DET
cana-1538	260	47	other	other	ADJ
cana-1538	260	48	hand	hand	NOUN
cana-1538	260	49	,	,	PUNCT
cana-1538	260	50	recall	recall	VERB
cana-1538	260	51	measures	measure	NOUN
cana-1538	260	52	the	the	DET
cana-1538	260	53	proportion	proportion	NOUN
cana-1538	260	54	of	of	ADP
cana-1538	260	55	true	true	ADJ
cana-1538	260	56	predictions	prediction	NOUN
cana-1538	260	57	in	in	ADP
cana-1538	260	58	all	all	DET
cana-1538	260	59	genuinely	genuinely	ADV
cana-1538	260	60	positive	positive	ADJ
cana-1538	260	61	cases	case	NOUN
cana-1538	260	62	,	,	PUNCT
cana-1538	260	63	shedding	shed	VERB
cana-1538	260	64	light	light	NOUN
cana-1538	260	65	on	on	ADP
cana-1538	260	66	the	the	DET
cana-1538	260	67	ability	ability	NOUN
cana-1538	260	68	of	of	ADP
cana-1538	260	69	the	the	DET
cana-1538	260	70	models	model	NOUN
cana-1538	260	71	to	to	PART
cana-1538	260	72	capture	capture	VERB
cana-1538	260	73	current	current	ADJ
cana-1538	260	74	positive	positive	ADJ
cana-1538	260	75	emotions	emotion	NOUN
cana-1538	260	76	deep	deep	ADV
cana-1538	260	77	within	within	ADP
cana-1538	260	78	the	the	DET
cana-1538	260	79	film	film	NOUN
cana-1538	260	80	's	's	PART
cana-1538	260	81	context	context	NOUN
cana-1538	260	82	.	.	PUNCT
cana-1538	261	1	high	high	ADJ
cana-1538	261	2	recall	recall	PROPN
cana-1538	261	3	scores	score	NOUN
cana-1538	261	4	indicate	indicate	VERB
cana-1538	261	5	that	that	SCONJ
cana-1538	261	6	positive	positive	ADJ
cana-1538	261	7	emotions	emotion	NOUN
cana-1538	261	8	can	can	AUX
cana-1538	261	9	be	be	AUX
cana-1538	261	10	identified	identify	VERB
cana-1538	261	11	,	,	PUNCT
cana-1538	261	12	increasing	increase	VERB
cana-1538	261	13	the	the	DET
cana-1538	261	14	usefulness	usefulness	NOUN
cana-1538	261	15	of	of	ADP
cana-1538	261	16	the	the	DET
cana-1538	261	17	model	model	NOUN
cana-1538	261	18	in	in	ADP
cana-1538	261	19	extracting	extract	VERB
cana-1538	261	20	meaningful	meaningful	ADJ
cana-1538	261	21	insights	insight	NOUN
cana-1538	261	22	from	from	ADP
cana-1538	261	23	auditory	auditory	ADJ
cana-1538	261	24	information	information	NOUN
cana-1538	261	25	.	.	PUNCT
cana-1538	262	1	the	the	DET
cana-1538	262	2	f-1	f-1	PROPN
cana-1538	262	3	score	score	NOUN
cana-1538	262	4	,	,	PUNCT
cana-1538	262	5	which	which	PRON
cana-1538	262	6	combines	combine	VERB
cana-1538	262	7	precision	precision	NOUN
cana-1538	262	8	and	and	CCONJ
cana-1538	262	9	recall	recall	NOUN
cana-1538	262	10	,	,	PUNCT
cana-1538	262	11	acts	act	VERB
cana-1538	262	12	as	as	ADP
cana-1538	262	13	an	an	DET
cana-1538	262	14	overall	overall	ADJ
cana-1538	262	15	measure	measure	NOUN
cana-1538	262	16	of	of	ADP
cana-1538	262	17	performance	performance	NOUN
cana-1538	262	18	,	,	PUNCT
cana-1538	262	19	capturing	capture	VERB
cana-1538	262	20	the	the	DET
cana-1538	262	21	balance	balance	NOUN
cana-1538	262	22	between	between	ADP
cana-1538	262	23	true	true	ADJ
cana-1538	262	24	predictions	prediction	NOUN
cana-1538	262	25	and	and	CCONJ
cana-1538	262	26	false	false	ADJ
cana-1538	262	27	positives	positive	NOUN
cana-1538	262	28	a	a	DET
cana-1538	262	29	high	high	ADJ
cana-1538	262	30	f-1	f-1	NOUN
cana-1538	262	31	score	score	NOUN
cana-1538	262	32	indicates	indicate	VERB
cana-1538	262	33	a	a	DET
cana-1538	262	34	good	good	ADJ
cana-1538	262	35	balance	balance	NOUN
cana-1538	262	36	between	between	ADP
cana-1538	262	37	precision	precision	NOUN
cana-1538	262	38	and	and	CCONJ
cana-1538	262	39	recall	recall	NOUN
cana-1538	262	40	,	,	PUNCT
cana-1538	262	41	a	a	PRON
cana-1538	262	42	it	it	PRON
cana-1538	262	43	shows	show	VERB
cana-1538	262	44	that	that	SCONJ
cana-1538	262	45	robust	robust	ADJ
cana-1538	262	46	emotion	emotion	NOUN
cana-1538	262	47	analysis	analysis	NOUN
cana-1538	262	48	models	model	NOUN
cana-1538	262	49	can	can	AUX
cana-1538	262	50	so	so	ADV
cana-1538	262	51	accurately	accurately	ADV
cana-1538	262	52	extract	extract	VERB
cana-1538	262	53	positive	positive	ADJ
cana-1538	262	54	emotions	emotion	NOUN
cana-1538	262	55	in	in	ADP
cana-1538	262	56	a	a	DET
cana-1538	262	57	movie	movie	NOUN
cana-1538	262	58	dataset	dataset	NOUN
cana-1538	262	59	.	.	PUNCT
cana-1538	263	1	lastly	lastly	ADV
cana-1538	263	2	,	,	PUNCT
cana-1538	263	3	accuracy	accuracy	NOUN
cana-1538	263	4	,	,	PUNCT
cana-1538	263	5	which	which	PRON
cana-1538	263	6	refers	refer	VERB
cana-1538	263	7	to	to	ADP
cana-1538	263	8	the	the	DET
cana-1538	263	9	degree	degree	NOUN
cana-1538	263	10	of	of	ADP
cana-1538	263	11	overall	overall	ADJ
cana-1538	263	12	accuracy	accuracy	NOUN
cana-1538	263	13	of	of	ADP
cana-1538	263	14	the	the	DET
cana-1538	263	15	predictions	prediction	NOUN
cana-1538	263	16	,	,	PUNCT
cana-1538	263	17	provides	provide	VERB
cana-1538	263	18	a	a	DET
cana-1538	263	19	broad	broad	ADJ
cana-1538	263	20	measure	measure	NOUN
cana-1538	263	21	of	of	ADP
cana-1538	263	22	model	model	NOUN
cana-1538	263	23	performance	performance	NOUN
cana-1538	263	24	across	across	ADP
cana-1538	263	25	categories	category	NOUN
cana-1538	263	26	of	of	ADP
cana-1538	263	27	positive	positive	ADJ
cana-1538	263	28	and	and	CCONJ
cana-1538	263	29	negative	negative	ADJ
cana-1538	263	30	emotions	emotion	NOUN
cana-1538	263	31	in	in	ADP
cana-1538	263	32	the	the	DET
cana-1538	263	33	movie	movie	NOUN
cana-1538	263	34	dataset	dataset	NOUN
cana-1538	263	35	.	.	PUNCT
cana-1538	264	1	comparison	comparison	NOUN
cana-1538	264	2	of	of	ADP
cana-1538	264	3	classification	classification	NOUN
cana-1538	264	4	results	result	NOUN
cana-1538	264	5	with	with	ADP
cana-1538	264	6	lstm	lstm	NOUN
cana-1538	264	7	and	and	CCONJ
cana-1538	264	8	deep	deep	ADJ
cana-1538	264	9	lstm	lstm	NOUN
cana-1538	264	10	the	the	DET
cana-1538	264	11	results	result	NOUN
cana-1538	264	12	of	of	ADP
cana-1538	264	13	our	our	PRON
cana-1538	264	14	experiments	experiment	NOUN
cana-1538	264	15	with	with	ADP
cana-1538	264	16	three	three	NUM
cana-1538	264	17	different	different	ADJ
cana-1538	264	18	classifiers	classifier	NOUN
cana-1538	264	19	are	be	AUX
cana-1538	264	20	shown	show	VERB
cana-1538	264	21	in	in	ADP
cana-1538	264	22	table	table	NOUN
cana-1538	264	23	1	1	NUM
cana-1538	264	24	.	.	PUNCT
cana-1538	265	1	these	these	DET
cana-1538	265	2	experiments	experiment	NOUN
cana-1538	265	3	prove	prove	VERB
cana-1538	265	4	that	that	SCONJ
cana-1538	265	5	the	the	DET
cana-1538	265	6	chosen	choose	VERB
cana-1538	265	7	classifiers	classifier	NOUN
cana-1538	265	8	perform	perform	VERB
cana-1538	265	9	really	really	ADV
cana-1538	265	10	well	well	ADV
cana-1538	265	11	.	.	PUNCT
cana-1538	266	1	we	we	PRON
cana-1538	266	2	looked	look	VERB
cana-1538	266	3	at	at	ADP
cana-1538	266	4	reviews	review	NOUN
cana-1538	266	5	in	in	ADP
cana-1538	266	6	our	our	PRON
cana-1538	266	7	datasets	dataset	NOUN
cana-1538	266	8	and	and	CCONJ
cana-1538	266	9	classified	classify	VERB
cana-1538	266	10	them	they	PRON
cana-1538	266	11	as	as	ADP
cana-1538	266	12	either	either	CCONJ
cana-1538	266	13	positive	positive	ADJ
cana-1538	266	14	or	or	CCONJ
cana-1538	266	15	negative	negative	ADJ
cana-1538	266	16	.	.	PUNCT
cana-1538	267	1	after	after	ADP
cana-1538	267	2	analysing	analyse	VERB
cana-1538	267	3	all	all	DET
cana-1538	267	4	the	the	DET
cana-1538	267	5	results	result	NOUN
cana-1538	267	6	,	,	PUNCT
cana-1538	267	7	we	we	PRON
cana-1538	267	8	found	find	VERB
cana-1538	267	9	the	the	DET
cana-1538	267	10	overall	overall	ADJ
cana-1538	267	11	average	average	ADJ
cana-1538	267	12	performance	performance	NOUN
cana-1538	267	13	[	[	X
cana-1538	267	14	13	13	NUM
cana-1538	267	15	]	]	PUNCT
cana-1538	267	16	.	.	PUNCT
cana-1538	268	1	in	in	ADP
cana-1538	268	2	figure	figure	NOUN
cana-1538	268	3	4	4	NUM
cana-1538	268	4	,	,	PUNCT
cana-1538	268	5	you	you	PRON
cana-1538	268	6	can	can	AUX
cana-1538	268	7	see	see	VERB
cana-1538	268	8	that	that	SCONJ
cana-1538	268	9	the	the	DET
cana-1538	268	10	accuracy	accuracy	NOUN
cana-1538	268	11	for	for	ADP
cana-1538	268	12	models	model	NOUN
cana-1538	268	13	1	1	NUM
cana-1538	268	14	,	,	PUNCT
cana-1538	268	15	2	2	NUM
cana-1538	268	16	,	,	PUNCT
cana-1538	268	17	and	and	CCONJ
cana-1538	268	18	3	3	NUM
cana-1538	268	19	is	be	AUX
cana-1538	268	20	90	90	NUM
cana-1538	268	21	%	%	NOUN
cana-1538	268	22	,	,	PUNCT
cana-1538	268	23	92	92	NUM
cana-1538	268	24	%	%	NOUN
cana-1538	268	25	,	,	PUNCT
cana-1538	268	26	and	and	CCONJ
cana-1538	268	27	97.5	97.5	NUM
cana-1538	268	28	%	%	NOUN
cana-1538	268	29	,	,	PUNCT
cana-1538	268	30	and	and	CCONJ
cana-1538	268	31	81.5	81.5	NUM
cana-1538	268	32	%	%	NOUN
cana-1538	268	33	,	,	PUNCT
cana-1538	268	34	respectively	respectively	ADV
cana-1538	268	35	.	.	PUNCT
cana-1538	269	1	in	in	ADP
cana-1538	269	2	figure	figure	NOUN
cana-1538	269	3	3	3	NUM
cana-1538	269	4	,	,	PUNCT
cana-1538	269	5	the	the	DET
cana-1538	269	6	accuracy	accuracy	NOUN
cana-1538	269	7	for	for	ADP
cana-1538	269	8	the	the	DET
cana-1538	269	9	three	three	NUM
cana-1538	269	10	classifiers	classifier	NOUN
cana-1538	269	11	is	be	AUX
cana-1538	269	12	79	79	NUM
cana-1538	269	13	%	%	NOUN
cana-1538	269	14	,	,	PUNCT
cana-1538	269	15	78	78	NUM
cana-1538	269	16	%	%	NOUN
cana-1538	269	17	,	,	PUNCT
cana-1538	269	18	and	and	CCONJ
cana-1538	269	19	80	80	NUM
cana-1538	269	20	%	%	NOUN
cana-1538	269	21	.	.	PUNCT
cana-1538	270	1	figure	figure	NOUN
cana-1538	270	2	5	5	NUM
cana-1538	270	3	shows	show	VERB
cana-1538	270	4	the	the	DET
cana-1538	270	5	recall	recall	NOUN
cana-1538	270	6	rates	rate	NOUN
cana-1538	270	7	for	for	ADP
cana-1538	270	8	model	model	NOUN
cana-1538	270	9	1	1	NUM
cana-1538	270	10	,	,	PUNCT
cana-1538	270	11	model	model	NOUN
cana-1538	270	12	2	2	NUM
cana-1538	270	13	,	,	PUNCT
cana-1538	270	14	and	and	CCONJ
cana-1538	270	15	model	model	NOUN
cana-1538	270	16	3	3	NUM
cana-1538	270	17	as	as	ADP
cana-1538	270	18	79	79	NUM
cana-1538	270	19	%	%	NOUN
cana-1538	270	20	,	,	PUNCT
cana-1538	270	21	79	79	NUM
cana-1538	270	22	%	%	NOUN
cana-1538	270	23	,	,	PUNCT
cana-1538	270	24	and	and	CCONJ
cana-1538	270	25	80	80	NUM
cana-1538	270	26	%	%	NOUN
cana-1538	270	27	,	,	PUNCT
cana-1538	270	28	respectively	respectively	ADV
cana-1538	270	29	.	.	PUNCT
cana-1538	271	1	in	in	ADP
cana-1538	271	2	figure	figure	NOUN
cana-1538	271	3	3	3	NUM
cana-1538	271	4	,	,	PUNCT
cana-1538	271	5	the	the	DET
cana-1538	271	6	f1	f1	NOUN
cana-1538	271	7	measures	measure	NOUN
cana-1538	271	8	for	for	ADP
cana-1538	271	9	the	the	DET
cana-1538	271	10	three	three	NUM
cana-1538	271	11	classifiers	classifier	NOUN
cana-1538	271	12	are	be	AUX
cana-1538	271	13	73	73	NUM
cana-1538	271	14	%	%	NOUN
cana-1538	271	15	,	,	PUNCT
cana-1538	271	16	66	66	NUM
cana-1538	271	17	%	%	NOUN
cana-1538	271	18	,	,	PUNCT
cana-1538	271	19	and	and	CCONJ
cana-1538	271	20	69	69	NUM
cana-1538	271	21	%	%	NOUN
cana-1538	271	22	.	.	PUNCT
cana-1538	272	1	this	this	PRON
cana-1538	272	2	led	lead	VERB
cana-1538	272	3	us	we	PRON
cana-1538	272	4	to	to	PART
cana-1538	272	5	conclude	conclude	VERB
cana-1538	272	6	that	that	DET
cana-1538	272	7	model	model	NOUN
cana-1538	272	8	1	1	NUM
cana-1538	272	9	is	be	AUX
cana-1538	272	10	better	well	ADJ
cana-1538	272	11	at	at	ADP
cana-1538	272	12	predicting	predict	VERB
cana-1538	272	13	outcomes	outcome	NOUN
cana-1538	272	14	compared	compare	VERB
cana-1538	272	15	to	to	ADP
cana-1538	272	16	the	the	DET
cana-1538	272	17	other	other	ADJ
cana-1538	272	18	communications	communication	NOUN
cana-1538	272	19	on	on	ADP
cana-1538	272	20	applied	apply	VERB
cana-1538	272	21	nonlinear	nonlinear	ADJ
cana-1538	272	22	analysis	analysis	NOUN
cana-1538	272	23	issn	issn	NOUN
cana-1538	272	24	:	:	PUNCT
cana-1538	272	25	1074	1074	NUM
cana-1538	272	26	-	-	PUNCT
cana-1538	272	27	133x	133x	NUM
cana-1538	272	28	vol	vol	NOUN
cana-1538	272	29	31	31	NUM
cana-1538	272	30	no	no	NOUN
cana-1538	272	31	.	.	PUNCT
cana-1538	273	1	8s	8s	PROPN
cana-1538	273	2	(	(	PUNCT
cana-1538	273	3	2024	2024	NUM
cana-1538	273	4	)	)	PUNCT
cana-1538	273	5	471	471	NUM
cana-1538	273	6	https://internationalpubls.com	https://internationalpubls.com	PROPN
cana-1538	273	7	models	model	NOUN
cana-1538	273	8	.	.	PUNCT
cana-1538	274	1	models	model	NOUN
cana-1538	274	2	2	2	NUM
cana-1538	274	3	and	and	CCONJ
cana-1538	274	4	3	3	NUM
cana-1538	274	5	,	,	PUNCT
cana-1538	274	6	while	while	SCONJ
cana-1538	274	7	similar	similar	ADJ
cana-1538	274	8	to	to	ADP
cana-1538	274	9	model	model	NOUN
cana-1538	274	10	1	1	NUM
cana-1538	274	11	,	,	PUNCT
cana-1538	274	12	performed	perform	VERB
cana-1538	274	13	a	a	DET
cana-1538	274	14	bit	bit	NOUN
cana-1538	274	15	less	less	ADV
cana-1538	274	16	effectively	effectively	ADV
cana-1538	274	17	.	.	PUNCT
cana-1538	275	1	model	model	NOUN
cana-1538	275	2	1	1	NUM
cana-1538	275	3	achieved	achieve	VERB
cana-1538	275	4	accuracy	accuracy	NOUN
cana-1538	275	5	levels	level	NOUN
cana-1538	275	6	of	of	ADP
cana-1538	275	7	87	87	NUM
cana-1538	275	8	%	%	NOUN
cana-1538	275	9	,	,	PUNCT
cana-1538	275	10	88	88	NUM
cana-1538	275	11	%	%	NOUN
cana-1538	275	12	,	,	PUNCT
cana-1538	275	13	99	99	NUM
cana-1538	275	14	%	%	NOUN
cana-1538	275	15	,	,	PUNCT
cana-1538	275	16	and	and	CCONJ
cana-1538	275	17	87	87	NUM
cana-1538	275	18	%	%	NOUN
cana-1538	275	19	on	on	ADP
cana-1538	275	20	our	our	PRON
cana-1538	275	21	selected	select	VERB
cana-1538	275	22	data	datum	NOUN
cana-1538	275	23	,	,	PUNCT
cana-1538	275	24	outperforming	outperforming	NOUN
cana-1538	275	25	model	model	NOUN
cana-1538	275	26	2	2	NUM
cana-1538	275	27	,	,	PUNCT
cana-1538	275	28	which	which	PRON
cana-1538	275	29	scored	score	VERB
cana-1538	275	30	91	91	NUM
cana-1538	275	31	%	%	NOUN
cana-1538	275	32	,	,	PUNCT
cana-1538	275	33	88	88	NUM
cana-1538	275	34	%	%	NOUN
cana-1538	275	35	,	,	PUNCT
cana-1538	275	36	96	96	NUM
cana-1538	275	37	%	%	NOUN
cana-1538	275	38	,	,	PUNCT
cana-1538	275	39	and	and	CCONJ
cana-1538	275	40	78	78	NUM
cana-1538	275	41	%	%	NOUN
cana-1538	275	42	.	.	PUNCT
cana-1538	276	1	the	the	DET
cana-1538	276	2	results	result	NOUN
cana-1538	276	3	for	for	ADP
cana-1538	276	4	model	model	NOUN
cana-1538	276	5	1	1	NUM
cana-1538	276	6	are	be	AUX
cana-1538	276	7	better	well	ADJ
cana-1538	276	8	when	when	SCONJ
cana-1538	276	9	considering	consider	VERB
cana-1538	276	10	the	the	DET
cana-1538	276	11	accuracy	accuracy	NOUN
cana-1538	276	12	levels	level	NOUN
cana-1538	276	13	for	for	ADP
cana-1538	276	14	each	each	DET
cana-1538	276	15	classification	classification	NOUN
cana-1538	276	16	.	.	PUNCT
cana-1538	277	1	table	table	NOUN
cana-1538	277	2	2	2	NUM
cana-1538	277	3	will	will	AUX
cana-1538	277	4	help	help	VERB
cana-1538	277	5	us	we	PRON
cana-1538	277	6	compare	compare	VERB
cana-1538	277	7	our	our	PRON
cana-1538	277	8	proposed	propose	VERB
cana-1538	277	9	method	method	NOUN
cana-1538	277	10	with	with	ADP
cana-1538	277	11	the	the	DET
cana-1538	277	12	current	current	ADJ
cana-1538	277	13	methodologies	methodology	NOUN
cana-1538	277	14	.	.	PUNCT
cana-1538	278	1	table	table	NOUN
cana-1538	278	2	1	1	NUM
cana-1538	278	3	.	.	PUNCT
cana-1538	278	4	comparison	comparison	NOUN
cana-1538	278	5	of	of	ADP
cana-1538	278	6	sentiment	sentiment	NOUN
cana-1538	278	7	classification	classification	NOUN
cana-1538	278	8	results	result	NOUN
cana-1538	278	9	through	through	ADP
cana-1538	278	10	different	different	ADJ
cana-1538	278	11	classifiers	classifier	NOUN
cana-1538	278	12	.	.	PUNCT
cana-1538	279	1	classifier	classifier	PROPN
cana-1538	279	2	dataset	dataset	PROPN
cana-1538	279	3	accuracy	accuracy	NOUN
cana-1538	279	4	model	model	NOUN
cana-1538	279	5	1	1	NUM
cana-1538	279	6	amazon	amazon	NOUN
cana-1538	279	7	-	-	PUNCT
cana-1538	279	8	fine	fine	ADJ
cana-1538	279	9	-	-	PUNCT
cana-1538	279	10	food	food	NOUN
cana-1538	279	11	-	-	PUNCT
cana-1538	279	12	reviews	review	NOUN
cana-1538	279	13	87	87	NUM
cana-1538	279	14	cell	cell	NOUN
cana-1538	279	15	phones	phone	NOUN
cana-1538	279	16	and	and	CCONJ
cana-1538	279	17	accessories	accessory	NOUN
cana-1538	279	18	88	88	NUM
cana-1538	279	19	amazon	amazon	NOUN
cana-1538	279	20	-	-	PUNCT
cana-1538	279	21	products	product	NOUN
cana-1538	279	22	99	99	NUM
cana-1538	279	23	imdb	imdb	NOUN
cana-1538	279	24	87	87	NUM
cana-1538	279	25	model	model	NOUN
cana-1538	279	26	2	2	NUM
cana-1538	279	27	amazon	amazon	NOUN
cana-1538	279	28	-	-	PUNCT
cana-1538	279	29	fine	fine	ADJ
cana-1538	279	30	-	-	PUNCT
cana-1538	279	31	food	food	NOUN
cana-1538	279	32	-	-	PUNCT
cana-1538	279	33	reviews	review	NOUN
cana-1538	279	34	91	91	NUM
cana-1538	279	35	cell	cell	NOUN
cana-1538	279	36	phones	phone	NOUN
cana-1538	279	37	and	and	CCONJ
cana-1538	279	38	accessories	accessory	NOUN
cana-1538	279	39	88	88	NUM
cana-1538	279	40	amazon	amazon	NOUN
cana-1538	279	41	-	-	PUNCT
cana-1538	279	42	products	product	NOUN
cana-1538	279	43	96	96	NUM
cana-1538	279	44	imdb	imdb	NOUN
cana-1538	279	45	78	78	NUM
cana-1538	279	46	model	model	NOUN
cana-1538	279	47	3	3	NUM
cana-1538	279	48	amazon	amazon	NOUN
cana-1538	279	49	-	-	PUNCT
cana-1538	279	50	fine	fine	ADJ
cana-1538	279	51	-	-	PUNCT
cana-1538	279	52	food	food	NOUN
cana-1538	279	53	-	-	PUNCT
cana-1538	279	54	reviews	review	NOUN
cana-1538	279	55	88	88	NUM
cana-1538	279	56	cell	cell	NOUN
cana-1538	279	57	phones	phone	NOUN
cana-1538	279	58	and	and	CCONJ
cana-1538	279	59	accessories	accessory	NOUN
cana-1538	279	60	89	89	NUM
cana-1538	279	61	amazon	amazon	NOUN
cana-1538	279	62	-	-	PUNCT
cana-1538	279	63	products	product	NOUN
cana-1538	279	64	98.5	98.5	NUM
cana-1538	279	65	imdb	imdb	NOUN
cana-1538	279	66	73	73	NUM
cana-1538	279	67	although	although	SCONJ
cana-1538	279	68	each	each	DET
cana-1538	279	69	example	example	NOUN
cana-1538	279	70	differed	differ	VERB
cana-1538	279	71	in	in	ADP
cana-1538	279	72	accuracy	accuracy	NOUN
cana-1538	279	73	,	,	PUNCT
cana-1538	279	74	the	the	DET
cana-1538	279	75	design	design	NOUN
cana-1538	279	76	of	of	ADP
cana-1538	279	77	all	all	PRON
cana-1538	279	78	is	be	AUX
cana-1538	279	79	commendable	commendable	ADJ
cana-1538	279	80	.	.	PUNCT
cana-1538	280	1	the	the	DET
cana-1538	280	2	lstm	lstm	PROPN
cana-1538	280	3	model	model	NOUN
cana-1538	280	4	was	be	AUX
cana-1538	280	5	successful	successful	ADJ
cana-1538	280	6	in	in	ADP
cana-1538	280	7	discriminating	discriminate	VERB
cana-1538	280	8	customer	customer	NOUN
cana-1538	280	9	satisfaction	satisfaction	NOUN
cana-1538	280	10	,	,	PUNCT
cana-1538	280	11	making	make	VERB
cana-1538	280	12	the	the	DET
cana-1538	280	13	highest	high	ADJ
cana-1538	280	14	number	number	NOUN
cana-1538	280	15	of	of	ADP
cana-1538	280	16	correct	correct	ADJ
cana-1538	280	17	predictions	prediction	NOUN
cana-1538	280	18	for	for	ADP
cana-1538	280	19	content	content	NOUN
cana-1538	280	20	and	and	CCONJ
cana-1538	280	21	dissatisfaction	dissatisfaction	NOUN
cana-1538	280	22	.	.	PUNCT
cana-1538	281	1	a	a	DET
cana-1538	281	2	detailed	detailed	ADJ
cana-1538	281	3	performance	performance	NOUN
cana-1538	281	4	metric	metric	NOUN
cana-1538	281	5	is	be	AUX
cana-1538	281	6	shown	show	VERB
cana-1538	281	7	in	in	ADP
cana-1538	281	8	figure	figure	NOUN
cana-1538	281	9	6	6	NUM
cana-1538	281	10	which	which	PRON
cana-1538	281	11	provides	provide	VERB
cana-1538	281	12	a	a	DET
cana-1538	281	13	comparison	comparison	NOUN
cana-1538	281	14	of	of	ADP
cana-1538	281	15	the	the	DET
cana-1538	281	16	effectiveness	effectiveness	NOUN
cana-1538	281	17	of	of	ADP
cana-1538	281	18	the	the	DET
cana-1538	281	19	nlp	nlp	NOUN
cana-1538	281	20	model	model	NOUN
cana-1538	281	21	.	.	PUNCT
cana-1538	282	1	figure	figure	VERB
cana-1538	282	2	6	6	NUM
cana-1538	282	3	.	.	PUNCT
cana-1538	283	1	confusion	confusion	NOUN
cana-1538	283	2	matrix	matrix	NOUN
cana-1538	283	3	plots	plot	NOUN
cana-1538	283	4	of	of	ADP
cana-1538	283	5	the	the	DET
cana-1538	283	6	study	study	NOUN
cana-1538	283	7	models	model	NOUN
cana-1538	283	8	:	:	PUNCT
cana-1538	283	9	lstm	lstm	NOUN
cana-1538	283	10	communications	communication	NOUN
cana-1538	283	11	on	on	ADP
cana-1538	283	12	applied	apply	VERB
cana-1538	283	13	nonlinear	nonlinear	ADJ
cana-1538	283	14	analysis	analysis	NOUN
cana-1538	283	15	issn	issn	NOUN
cana-1538	283	16	:	:	PUNCT
cana-1538	283	17	1074	1074	NUM
cana-1538	283	18	-	-	PUNCT
cana-1538	283	19	133x	133x	NUM
cana-1538	283	20	vol	vol	NOUN
cana-1538	283	21	31	31	NUM
cana-1538	283	22	no	no	NOUN
cana-1538	283	23	.	.	PUNCT
cana-1538	284	1	8s	8s	PROPN
cana-1538	284	2	(	(	PUNCT
cana-1538	284	3	2024	2024	NUM
cana-1538	284	4	)	)	PUNCT
cana-1538	284	5	472	472	NUM
cana-1538	284	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1538	284	7	major	major	ADJ
cana-1538	284	8	findings	finding	NOUN
cana-1538	284	9	from	from	ADP
cana-1538	284	10	the	the	DET
cana-1538	284	11	experimental	experimental	ADJ
cana-1538	284	12	results	result	NOUN
cana-1538	284	13	in	in	ADP
cana-1538	284	14	different	different	ADJ
cana-1538	284	15	sets	set	NOUN
cana-1538	284	16	of	of	ADP
cana-1538	284	17	information	information	NOUN
cana-1538	284	18	,	,	PUNCT
cana-1538	284	19	various	various	ADJ
cana-1538	284	20	models	model	NOUN
cana-1538	284	21	give	give	VERB
cana-1538	284	22	different	different	ADJ
cana-1538	284	23	levels	level	NOUN
cana-1538	284	24	of	of	ADP
cana-1538	284	25	accuracy	accuracy	NOUN
cana-1538	284	26	.	.	PUNCT
cana-1538	285	1	this	this	PRON
cana-1538	285	2	happens	happen	VERB
cana-1538	285	3	mainly	mainly	ADV
cana-1538	285	4	because	because	SCONJ
cana-1538	285	5	the	the	DET
cana-1538	285	6	data	datum	NOUN
cana-1538	285	7	can	can	AUX
cana-1538	285	8	be	be	AUX
cana-1538	285	9	really	really	ADV
cana-1538	285	10	complicated	complicated	ADJ
cana-1538	285	11	and	and	CCONJ
cana-1538	285	12	big	big	ADJ
cana-1538	285	13	.	.	PUNCT
cana-1538	286	1	there	there	PRON
cana-1538	286	2	are	be	VERB
cana-1538	286	3	many	many	ADJ
cana-1538	286	4	things	thing	NOUN
cana-1538	286	5	that	that	PRON
cana-1538	286	6	can	can	AUX
cana-1538	286	7	affect	affect	VERB
cana-1538	286	8	how	how	SCONJ
cana-1538	286	9	well	well	ADV
cana-1538	286	10	a	a	DET
cana-1538	286	11	trial	trial	NOUN
cana-1538	286	12	classifier	classifier	NOUN
cana-1538	286	13	works	work	VERB
cana-1538	286	14	.	.	PUNCT
cana-1538	287	1	one	one	NUM
cana-1538	287	2	big	big	ADJ
cana-1538	287	3	factor	factor	NOUN
cana-1538	287	4	is	be	AUX
cana-1538	287	5	pre	pre	ADJ
cana-1538	287	6	-	-	ADJ
cana-1538	287	7	processing	processing	NOUN
cana-1538	287	8	,	,	PUNCT
cana-1538	287	9	which	which	PRON
cana-1538	287	10	means	mean	VERB
cana-1538	287	11	getting	get	VERB
cana-1538	287	12	the	the	DET
cana-1538	287	13	data	datum	NOUN
cana-1538	287	14	ready	ready	ADJ
cana-1538	287	15	in	in	ADP
cana-1538	287	16	the	the	DET
cana-1538	287	17	right	right	ADJ
cana-1538	287	18	way	way	NOUN
cana-1538	287	19	before	before	ADP
cana-1538	287	20	using	use	VERB
cana-1538	287	21	it	it	PRON
cana-1538	287	22	.	.	PUNCT
cana-1538	288	1	if	if	SCONJ
cana-1538	288	2	this	this	DET
cana-1538	288	3	step	step	NOUN
cana-1538	288	4	is	be	AUX
cana-1538	288	5	n't	not	PART
cana-1538	288	6	done	do	VERB
cana-1538	288	7	correctly	correctly	ADV
cana-1538	288	8	,	,	PUNCT
cana-1538	288	9	the	the	DET
cana-1538	288	10	classifier	classifier	NOUN
cana-1538	288	11	might	might	AUX
cana-1538	288	12	not	not	PART
cana-1538	288	13	give	give	VERB
cana-1538	288	14	the	the	DET
cana-1538	288	15	right	right	ADJ
cana-1538	288	16	results	result	NOUN
cana-1538	288	17	.	.	PUNCT
cana-1538	289	1	noise	noise	NOUN
cana-1538	289	2	,	,	PUNCT
cana-1538	289	3	which	which	PRON
cana-1538	289	4	is	be	AUX
cana-1538	289	5	like	like	ADP
cana-1538	289	6	interference	interference	NOUN
cana-1538	289	7	in	in	ADP
cana-1538	289	8	the	the	DET
cana-1538	289	9	data	datum	NOUN
cana-1538	289	10	,	,	PUNCT
cana-1538	289	11	can	can	AUX
cana-1538	289	12	also	also	ADV
cana-1538	289	13	make	make	VERB
cana-1538	289	14	the	the	DET
cana-1538	289	15	classifier	classifier	NOUN
cana-1538	289	16	not	not	PART
cana-1538	289	17	work	work	VERB
cana-1538	289	18	well	well	ADV
cana-1538	289	19	.	.	PUNCT
cana-1538	290	1	making	make	VERB
cana-1538	290	2	sure	sure	ADJ
cana-1538	290	3	the	the	DET
cana-1538	290	4	data	data	NOUN
cana-1538	290	5	is	be	AUX
cana-1538	290	6	encoded	encode	VERB
cana-1538	290	7	properly	properly	ADV
cana-1538	290	8	is	be	AUX
cana-1538	290	9	crucial	crucial	ADJ
cana-1538	290	10	too	too	ADV
cana-1538	290	11	.	.	PUNCT
cana-1538	291	1	there	there	PRON
cana-1538	291	2	are	be	VERB
cana-1538	291	3	different	different	ADJ
cana-1538	291	4	methods	method	NOUN
cana-1538	291	5	in	in	ADP
cana-1538	291	6	the	the	DET
cana-1538	291	7	literature	literature	NOUN
cana-1538	291	8	,	,	PUNCT
cana-1538	291	9	and	and	CCONJ
cana-1538	291	10	this	this	DET
cana-1538	291	11	work	work	NOUN
cana-1538	291	12	uses	use	VERB
cana-1538	291	13	the	the	DET
cana-1538	291	14	best	good	ADJ
cana-1538	291	15	ones	one	NOUN
cana-1538	291	16	.	.	PUNCT
cana-1538	292	1	models	model	NOUN
cana-1538	292	2	can	can	AUX
cana-1538	292	3	also	also	ADV
cana-1538	292	4	have	have	VERB
cana-1538	292	5	problems	problem	NOUN
cana-1538	292	6	like	like	ADP
cana-1538	292	7	over	over	ADV
cana-1538	292	8	-	-	PUNCT
cana-1538	292	9	fitting	fit	VERB
cana-1538	292	10	or	or	CCONJ
cana-1538	292	11	under	under	ADV
cana-1538	292	12	-	-	PUNCT
cana-1538	292	13	fitting	fitting	NOUN
cana-1538	292	14	,	,	PUNCT
cana-1538	292	15	which	which	PRON
cana-1538	292	16	can	can	AUX
cana-1538	292	17	really	really	ADV
cana-1538	292	18	affect	affect	VERB
cana-1538	292	19	how	how	SCONJ
cana-1538	292	20	well	well	ADV
cana-1538	292	21	they	they	PRON
cana-1538	292	22	work	work	VERB
cana-1538	292	23	.	.	PUNCT
cana-1538	293	1	to	to	PART
cana-1538	293	2	avoid	avoid	VERB
cana-1538	293	3	this	this	PRON
cana-1538	293	4	,	,	PUNCT
cana-1538	293	5	the	the	DET
cana-1538	293	6	dataset	dataset	NOUN
cana-1538	293	7	needs	need	VERB
cana-1538	293	8	to	to	PART
cana-1538	293	9	be	be	AUX
cana-1538	293	10	balanced	balance	VERB
cana-1538	293	11	,	,	PUNCT
cana-1538	293	12	not	not	PART
cana-1538	293	13	too	too	ADV
cana-1538	293	14	small	small	ADJ
cana-1538	293	15	or	or	CCONJ
cana-1538	293	16	too	too	ADV
cana-1538	293	17	big	big	ADJ
cana-1538	293	18	.	.	PUNCT
cana-1538	294	1	the	the	DET
cana-1538	294	2	design	design	NOUN
cana-1538	294	3	and	and	CCONJ
cana-1538	294	4	features	feature	NOUN
cana-1538	294	5	of	of	ADP
cana-1538	294	6	the	the	DET
cana-1538	294	7	chosen	choose	VERB
cana-1538	294	8	model	model	NOUN
cana-1538	294	9	also	also	ADV
cana-1538	294	10	matter	matter	VERB
cana-1538	294	11	.	.	PUNCT
cana-1538	295	1	it	it	PRON
cana-1538	295	2	's	be	AUX
cana-1538	295	3	important	important	ADJ
cana-1538	295	4	to	to	PART
cana-1538	295	5	train	train	VERB
cana-1538	295	6	any	any	DET
cana-1538	295	7	model	model	NOUN
cana-1538	295	8	well	well	ADV
cana-1538	295	9	.	.	PUNCT
cana-1538	296	1	checking	check	VERB
cana-1538	296	2	how	how	SCONJ
cana-1538	296	3	well	well	ADV
cana-1538	296	4	a	a	DET
cana-1538	296	5	classifier	classifier	NOUN
cana-1538	296	6	works	work	NOUN
cana-1538	296	7	should	should	AUX
cana-1538	296	8	n't	not	PART
cana-1538	296	9	be	be	AUX
cana-1538	296	10	based	base	VERB
cana-1538	296	11	on	on	ADP
cana-1538	296	12	just	just	ADV
cana-1538	296	13	one	one	NUM
cana-1538	296	14	try	try	NOUN
cana-1538	296	15	.	.	PUNCT
cana-1538	297	1	using	use	VERB
cana-1538	297	2	something	something	PRON
cana-1538	297	3	called	call	VERB
cana-1538	297	4	cross	cross	NOUN
cana-1538	297	5	-	-	NOUN
cana-1538	297	6	validation	validation	ADJ
cana-1538	297	7	,	,	PUNCT
cana-1538	297	8	where	where	SCONJ
cana-1538	297	9	many	many	ADJ
cana-1538	297	10	tests	test	NOUN
cana-1538	297	11	are	be	AUX
cana-1538	297	12	done	do	VERB
cana-1538	297	13	and	and	CCONJ
cana-1538	297	14	the	the	DET
cana-1538	297	15	average	average	ADJ
cana-1538	297	16	accuracy	accuracy	NOUN
cana-1538	297	17	is	be	AUX
cana-1538	297	18	taken	take	VERB
cana-1538	297	19	,	,	PUNCT
cana-1538	297	20	is	be	AUX
cana-1538	297	21	a	a	DET
cana-1538	297	22	good	good	ADJ
cana-1538	297	23	way	way	NOUN
cana-1538	297	24	to	to	PART
cana-1538	297	25	make	make	VERB
cana-1538	297	26	sure	sure	ADJ
cana-1538	297	27	the	the	DET
cana-1538	297	28	classifier	classifier	NOUN
cana-1538	297	29	is	be	AUX
cana-1538	297	30	really	really	ADV
cana-1538	297	31	effective	effective	ADJ
cana-1538	297	32	.	.	PUNCT
cana-1538	298	1	comparison	comparison	NOUN
cana-1538	298	2	with	with	ADP
cana-1538	298	3	previous	previous	ADJ
cana-1538	298	4	work	work	NOUN
cana-1538	298	5	model	model	NOUN
cana-1538	298	6	1	1	NUM
cana-1538	298	7	in	in	ADP
cana-1538	298	8	the	the	DET
cana-1538	298	9	research	research	NOUN
cana-1538	298	10	paper	paper	NOUN
cana-1538	298	11	shows	show	VERB
cana-1538	298	12	strong	strong	ADJ
cana-1538	298	13	performance	performance	NOUN
cana-1538	298	14	on	on	ADP
cana-1538	298	15	different	different	ADJ
cana-1538	298	16	datasets	dataset	NOUN
cana-1538	298	17	,	,	PUNCT
cana-1538	298	18	with	with	ADP
cana-1538	298	19	surprisingly	surprisingly	ADV
cana-1538	298	20	high	high	ADJ
cana-1538	298	21	accuracy	accuracy	NOUN
cana-1538	298	22	,	,	PUNCT
cana-1538	298	23	recall	recall	NOUN
cana-1538	298	24	,	,	PUNCT
cana-1538	298	25	f1	f1	NOUN
cana-1538	298	26	-	-	PUNCT
cana-1538	298	27	calibration	calibration	NOUN
cana-1538	298	28	,	,	PUNCT
cana-1538	298	29	and	and	CCONJ
cana-1538	298	30	accuracy	accuracy	NOUN
cana-1538	298	31	values	value	NOUN
cana-1538	298	32	for	for	ADP
cana-1538	298	33	example	example	NOUN
cana-1538	298	34	,	,	PUNCT
cana-1538	298	35	in	in	ADP
cana-1538	298	36	the	the	DET
cana-1538	298	37	amazon	amazon	NOUN
cana-1538	298	38	fine	fine	ADJ
cana-1538	298	39	food	food	NOUN
cana-1538	298	40	reviews	review	NOUN
cana-1538	298	41	dataset	dataset	NOUN
cana-1538	298	42	,	,	PUNCT
cana-1538	298	43	scored	score	VERB
cana-1538	298	44	87	87	NUM
cana-1538	298	45	points	point	NOUN
cana-1538	298	46	%	%	NOUN
cana-1538	298	47	accuracy	accuracy	NOUN
cana-1538	298	48	and	and	CCONJ
cana-1538	298	49	88	88	NUM
cana-1538	298	50	%	%	NOUN
cana-1538	298	51	recall	recall	NOUN
cana-1538	298	52	,	,	PUNCT
cana-1538	299	1	which	which	PRON
cana-1538	299	2	in	in	ADP
cana-1538	299	3	terms	term	NOUN
cana-1538	299	4	of	of	ADP
cana-1538	299	5	accuracy	accuracy	NOUN
cana-1538	299	6	wu	wu	PROPN
cana-1538	299	7	-	-	PUNCT
cana-1538	299	8	ji	ji	PROPN
cana-1538	299	9	(	(	PUNCT
cana-1538	299	10	2016	2016	NUM
cana-1538	299	11	)	)	PUNCT
cana-1538	299	12	do	do	AUX
cana-1538	299	13	(	(	PUNCT
cana-1538	299	14	2018	2018	NUM
cana-1538	299	15	)	)	PUNCT
cana-1538	299	16	no	no	INTJ
cana-1538	299	17	.	.	PUNCT
cana-1538	300	1	overall	overall	ADV
cana-1538	300	2	,	,	PUNCT
cana-1538	300	3	the	the	DET
cana-1538	300	4	models	model	NOUN
cana-1538	300	5	of	of	ADP
cana-1538	300	6	the	the	DET
cana-1538	300	7	present	present	ADJ
cana-1538	300	8	paper	paper	NOUN
cana-1538	300	9	exhibit	exhibit	VERB
cana-1538	300	10	high	high	ADJ
cana-1538	300	11	or	or	CCONJ
cana-1538	300	12	comparable	comparable	ADJ
cana-1538	300	13	performance	performance	NOUN
cana-1538	300	14	coefficients	coefficient	NOUN
cana-1538	300	15	in	in	ADP
cana-1538	300	16	different	different	ADJ
cana-1538	300	17	data	datum	NOUN
cana-1538	300	18	sets	set	NOUN
cana-1538	300	19	,	,	PUNCT
cana-1538	300	20	which	which	PRON
cana-1538	300	21	demonstrate	demonstrate	VERB
cana-1538	300	22	the	the	DET
cana-1538	300	23	effectiveness	effectiveness	NOUN
cana-1538	300	24	of	of	ADP
cana-1538	300	25	the	the	DET
cana-1538	300	26	proposed	propose	VERB
cana-1538	300	27	method	method	NOUN
cana-1538	300	28	in	in	ADP
cana-1538	300	29	sensitivity	sensitivity	NOUN
cana-1538	300	30	analysis	analysis	NOUN
cana-1538	301	1	[	[	X
cana-1538	301	2	13	13	NUM
cana-1538	301	3	-	-	SYM
cana-1538	301	4	15	15	NUM
cana-1538	301	5	-	-	SYM
cana-1538	301	6	16	16	NUM
cana-1538	301	7	]	]	PUNCT
cana-1538	301	8	.	.	PUNCT
cana-1538	302	1	table	table	NOUN
cana-1538	302	2	2	2	NUM
cana-1538	302	3	.	.	PUNCT
cana-1538	302	4	comparison	comparison	NOUN
cana-1538	302	5	of	of	ADP
cana-1538	302	6	performance	performance	NOUN
cana-1538	302	7	measure	measure	NOUN
cana-1538	302	8	matrices	matrix	NOUN
cana-1538	302	9	with	with	ADP
cana-1538	302	10	previous	previous	ADJ
cana-1538	302	11	work	work	NOUN
cana-1538	302	12	conclusions	conclusion	NOUN
cana-1538	302	13	the	the	DET
cana-1538	302	14	study	study	NOUN
cana-1538	302	15	highlights	highlight	VERB
cana-1538	302	16	the	the	DET
cana-1538	302	17	important	important	ADJ
cana-1538	302	18	role	role	NOUN
cana-1538	302	19	social	social	ADJ
cana-1538	302	20	media	medium	NOUN
cana-1538	302	21	platforms	platform	NOUN
cana-1538	302	22	play	play	VERB
cana-1538	302	23	in	in	ADP
cana-1538	302	24	storing	store	VERB
cana-1538	302	25	vast	vast	ADJ
cana-1538	302	26	amounts	amount	NOUN
cana-1538	302	27	of	of	ADP
cana-1538	302	28	global	global	ADJ
cana-1538	302	29	data	datum	NOUN
cana-1538	302	30	including	include	VERB
cana-1538	302	31	text	text	NOUN
cana-1538	302	32	,	,	PUNCT
cana-1538	302	33	images	image	NOUN
cana-1538	302	34	,	,	PUNCT
cana-1538	302	35	sound	sound	NOUN
cana-1538	302	36	and	and	CCONJ
cana-1538	302	37	video	video	NOUN
cana-1538	302	38	.	.	PUNCT
cana-1538	303	1	despite	despite	SCONJ
cana-1538	303	2	the	the	DET
cana-1538	303	3	improvements	improvement	NOUN
cana-1538	303	4	,	,	PUNCT
cana-1538	303	5	challenges	challenge	NOUN
cana-1538	303	6	remain	remain	VERB
cana-1538	303	7	,	,	PUNCT
cana-1538	303	8	particularly	particularly	ADV
cana-1538	303	9	in	in	ADP
cana-1538	303	10	maintaining	maintain	VERB
cana-1538	303	11	comprehensive	comprehensive	ADJ
cana-1538	303	12	audio	audio	NOUN
cana-1538	303	13	records	record	NOUN
cana-1538	303	14	and	and	CCONJ
cana-1538	303	15	accurately	accurately	ADV
cana-1538	303	16	differentiating	differentiate	VERB
cana-1538	303	17	between	between	ADP
cana-1538	303	18	sensory	sensory	ADJ
cana-1538	303	19	differences	difference	NOUN
cana-1538	303	20	in	in	ADP
cana-1538	303	21	consumer	consumer	NOUN
cana-1538	303	22	surveys	survey	NOUN
cana-1538	303	23	the	the	DET
cana-1538	303	24	survey	survey	NOUN
cana-1538	303	25	uses	use	VERB
cana-1538	303	26	a	a	DET
cana-1538	303	27	comprehensive	comprehensive	ADJ
cana-1538	303	28	approach	approach	NOUN
cana-1538	303	29	that	that	PRON
cana-1538	303	30	includes	include	VERB
cana-1538	303	31	classification	classification	NOUN
cana-1538	303	32	models	model	NOUN
cana-1538	303	33	datasets	dataset	NOUN
cana-1538	303	34	precision	precision	NOUN
cana-1538	303	35	recall	recall	NOUN
cana-1538	303	36	f1	f1	NOUN
cana-1538	303	37	-	-	PUNCT
cana-1538	303	38	measure	measure	NOUN
cana-1538	303	39	accuracy	accuracy	NOUN
cana-1538	303	40	amazon	amazon	NOUN
cana-1538	303	41	-	-	PUNCT
cana-1538	303	42	fine	fine	ADJ
cana-1538	303	43	-	-	PUNCT
cana-1538	303	44	food	food	NOUN
cana-1538	303	45	-	-	PUNCT
cana-1538	303	46	reviews	review	NOUN
cana-1538	303	47	87	87	NUM
cana-1538	303	48	88	88	NUM
cana-1538	303	49	99	99	NUM
cana-1538	303	50	87	87	NUM
cana-1538	303	51	phones	phone	NOUN
cana-1538	303	52	and	and	CCONJ
cana-1538	303	53	accessories	accessory	NOUN
cana-1538	303	54	91	91	NUM
cana-1538	303	55	88	88	NUM
cana-1538	303	56	96	96	NUM
cana-1538	303	57	78	78	NUM
cana-1538	303	58	amazon	amazon	NOUN
cana-1538	303	59	-	-	PUNCT
cana-1538	303	60	products	product	NOUN
cana-1538	303	61	88	88	NUM
cana-1538	303	62	89	89	NUM
cana-1538	303	63	98.5	98.5	NUM
cana-1538	303	64	73	73	NUM
cana-1538	303	65	imdb	imdb	NOUN
cana-1538	303	66	85	85	NUM
cana-1538	303	67	87	87	NUM
cana-1538	303	68	97	97	NUM
cana-1538	303	69	76	76	NUM
cana-1538	303	70	amazon	amazon	NOUN
cana-1538	303	71	-	-	PUNCT
cana-1538	303	72	fine	fine	ADJ
cana-1538	303	73	-	-	PUNCT
cana-1538	303	74	food	food	NOUN
cana-1538	303	75	-	-	PUNCT
cana-1538	303	76	reviews	review	NOUN
cana-1538	303	77	79	79	NUM
cana-1538	303	78	98	98	NUM
cana-1538	303	79	73	73	NUM
cana-1538	303	80	79	79	NUM
cana-1538	303	81	phones	phone	NOUN
cana-1538	303	82	and	and	CCONJ
cana-1538	303	83	accessories	accessory	NOUN
cana-1538	303	84	59	59	NUM
cana-1538	303	85	76	76	NUM
cana-1538	303	86	66	66	NUM
cana-1538	303	87	78	78	NUM
cana-1538	303	88	amazon	amazon	NOUN
cana-1538	303	89	-	-	PUNCT
cana-1538	303	90	products	product	NOUN
cana-1538	303	91	53	53	NUM
cana-1538	303	92	81	81	NUM
cana-1538	303	93	69	69	NUM
cana-1538	303	94	80	80	NUM
cana-1538	303	95	imdb	imdb	NOUN
cana-1538	303	96	93	93	NUM
cana-1538	303	97	89	89	NUM
cana-1538	303	98	98	98	NUM
cana-1538	303	99	81	81	NUM
cana-1538	303	100	amazon	amazon	NOUN
cana-1538	303	101	-	-	PUNCT
cana-1538	303	102	fine	fine	ADJ
cana-1538	303	103	-	-	PUNCT
cana-1538	303	104	food	food	NOUN
cana-1538	303	105	-	-	PUNCT
cana-1538	303	106	reviews	review	NOUN
cana-1538	303	107	76	76	NUM
cana-1538	303	108	60	60	NUM
cana-1538	303	109	62	62	NUM
cana-1538	303	110	91.3	91.3	NUM
cana-1538	303	111	phones	phone	NOUN
cana-1538	303	112	and	and	CCONJ
cana-1538	303	113	accessories	accessory	NOUN
cana-1538	303	114	79	79	NUM
cana-1538	303	115	66	66	NUM
cana-1538	303	116	69	69	NUM
cana-1538	303	117	91.4	91.4	NUM
cana-1538	303	118	amazon	amazon	NOUN
cana-1538	303	119	-	-	PUNCT
cana-1538	303	120	products	product	NOUN
cana-1538	303	121	80	80	NUM
cana-1538	303	122	63	63	NUM
cana-1538	303	123	66.5	66.5	NUM
cana-1538	303	124	92.5	92.5	NUM
cana-1538	303	125	imdb	imdb	NOUN
cana-1538	303	126	73	73	NUM
cana-1538	303	127	71	71	NUM
cana-1538	303	128	71.6	71.6	NUM
cana-1538	303	129	73.8	73.8	NUM
cana-1538	303	130	j.wu	j.wu	PROPN
cana-1538	303	131	and	and	CCONJ
cana-1538	303	132	t.	t.	PROPN
cana-1538	303	133	ji	ji	PROPN
cana-1538	303	134	(	(	PUNCT
cana-1538	303	135	2016	2016	NUM
cana-1538	303	136	)	)	PUNCT
cana-1538	304	1	[	[	X
cana-1538	304	2	8	8	NUM
cana-1538	304	3	]	]	PUNCT
cana-1538	304	4	amazon	amazon	NOUN
cana-1538	304	5	-	-	PUNCT
cana-1538	304	6	fine	fine	ADJ
cana-1538	304	7	-	-	PUNCT
cana-1538	304	8	food	food	NOUN
cana-1538	304	9	-	-	PUNCT
cana-1538	304	10	reviews	review	NOUN
cana-1538	304	11	0.75	0.75	NUM
cana-1538	304	12	0.75	0.75	NUM
cana-1538	304	13	0.74	0.74	NUM
cana-1538	304	14	0.75	0.75	NUM
cana-1538	304	15	s.	s.	PROPN
cana-1538	304	16	a.	a.	PROPN
cana-1538	304	17	aljuhani	aljuhani	PROPN
cana-1538	304	18	and	and	CCONJ
cana-1538	304	19	n.	n.	PROPN
cana-1538	304	20	s.	s.	PROPN
cana-1538	304	21	alghamdi	alghamdi	PROPN
cana-1538	305	1	[	[	X
cana-1538	305	2	9	9	NUM
cana-1538	305	3	]	]	X
cana-1538	305	4	j.	j.	PROPN
cana-1538	305	5	hong	hong	PROPN
cana-1538	305	6	and	and	CCONJ
cana-1538	305	7	m.	m.	NOUN
cana-1538	305	8	fang	fang	X
cana-1538	305	9	(	(	PUNCT
cana-1538	305	10	2015	2015	NUM
cana-1538	305	11	)	)	PUNCT
cana-1538	306	1	[	[	X
cana-1538	306	2	11	11	NUM
cana-1538	306	3	]	]	PUNCT
cana-1538	306	4	imdb	imdb	NOUN
cana-1538	306	5	_	_	PUNCT
cana-1538	307	1	_	_	PUNCT
cana-1538	308	1	_	_	PUNCT
cana-1538	308	2	0.89	0.89	NUM
cana-1538	308	3	0.8	0.8	NUM
cana-1538	308	4	0.8	0.8	NUM
cana-1538	308	5	0.8	0.8	NUM
cana-1538	308	6	0.79	0.79	NUM
cana-1538	308	7	h.	h.	PROPN
cana-1538	308	8	nguyen	nguyen	PROPN
cana-1538	308	9	,	,	PUNCT
cana-1538	308	10	a.	a.	NOUN
cana-1538	308	11	veluchamy	veluchamy	NOUN
cana-1538	308	12	,	,	PUNCT
cana-1538	308	13	m.	m.	NOUN
cana-1538	308	14	diop	diop	PROPN
cana-1538	308	15	,	,	PUNCT
cana-1538	308	16	and	and	CCONJ
cana-1538	308	17	r.	r.	PROPN
cana-1538	308	18	iqbal	iqbal	PROPN
cana-1538	308	19	(	(	PUNCT
cana-1538	308	20	2018	2018	NUM
cana-1538	308	21	)	)	PUNCT
cana-1538	309	1	[	[	X
cana-1538	309	2	10	10	NUM
cana-1538	309	3	]	]	X
cana-1538	309	4	amazon	amazon	NOUN
cana-1538	309	5	-	-	PUNCT
cana-1538	309	6	products	product	NOUN
cana-1538	309	7	0.91	0.91	NUM
cana-1538	309	8	0.97	0.97	NUM
cana-1538	309	9	0.94	0.94	NUM
cana-1538	309	10	0.9	0.9	NUM
cana-1538	309	11	model	model	NOUN
cana-1538	309	12	1	1	NUM
cana-1538	309	13	model	model	NOUN
cana-1538	309	14	2	2	NUM
cana-1538	309	15	model	model	NOUN
cana-1538	309	16	3	3	NUM
cana-1538	309	17	cell	cell	NOUN
cana-1538	309	18	phones	phone	NOUN
cana-1538	309	19	and	and	CCONJ
cana-1538	309	20	accessories	accessory	NOUN
cana-1538	309	21	communications	communication	NOUN
cana-1538	309	22	on	on	ADP
cana-1538	309	23	applied	apply	VERB
cana-1538	309	24	nonlinear	nonlinear	ADJ
cana-1538	309	25	analysis	analysis	NOUN
cana-1538	309	26	issn	issn	NOUN
cana-1538	309	27	:	:	PUNCT
cana-1538	309	28	1074	1074	NUM
cana-1538	309	29	-	-	PUNCT
cana-1538	309	30	133x	133x	NUM
cana-1538	309	31	vol	vol	NOUN
cana-1538	309	32	31	31	NUM
cana-1538	309	33	no	no	NOUN
cana-1538	309	34	.	.	PUNCT
cana-1538	310	1	8s	8s	PROPN
cana-1538	310	2	(	(	PUNCT
cana-1538	310	3	2024	2024	NUM
cana-1538	310	4	)	)	PUNCT
cana-1538	310	5	473	473	NUM
cana-1538	310	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1538	310	7	data	data	NOUN
cana-1538	310	8	collection	collection	NOUN
cana-1538	310	9	,	,	PUNCT
cana-1538	310	10	pre	pre	ADJ
cana-1538	310	11	-	-	ADJ
cana-1538	310	12	processing	processing	ADJ
cana-1538	310	13	,	,	PUNCT
cana-1538	310	14	feature	feature	NOUN
cana-1538	310	15	coding	coding	NOUN
cana-1538	310	16	,	,	PUNCT
cana-1538	310	17	and	and	CCONJ
cana-1538	310	18	segmentation	segmentation	NOUN
cana-1538	310	19	steps	step	NOUN
cana-1538	310	20	which	which	PRON
cana-1538	310	21	are	be	AUX
cana-1538	310	22	good	good	ADJ
cana-1538	310	23	robust	robust	ADJ
cana-1538	310	24	or	or	CCONJ
cana-1538	310	25	exhibit	exhibit	VERB
cana-1538	310	26	comparable	comparable	ADJ
cana-1538	310	27	results	result	NOUN
cana-1538	310	28	,	,	PUNCT
cana-1538	310	29	especially	especially	ADV
cana-1538	310	30	in	in	ADP
cana-1538	310	31	perceptual	perceptual	ADJ
cana-1538	310	32	prediction	prediction	NOUN
cana-1538	310	33	these	these	DET
cana-1538	310	34	findings	finding	NOUN
cana-1538	310	35	highlight	highlight	VERB
cana-1538	310	36	the	the	DET
cana-1538	310	37	importance	importance	NOUN
cana-1538	310	38	of	of	ADP
cana-1538	310	39	perceptual	perceptual	ADJ
cana-1538	310	40	analysis	analysis	NOUN
cana-1538	310	41	in	in	ADP
cana-1538	310	42	the	the	DET
cana-1538	310	43	insight	insight	NOUN
cana-1538	310	44	of	of	ADP
cana-1538	310	45	understanding	understanding	NOUN
cana-1538	310	46	wom	wom	NOUN
cana-1538	310	47	derived	derive	VERB
cana-1538	310	48	from	from	ADP
cana-1538	310	49	audio	audio	ADJ
cana-1538	310	50	data	datum	NOUN
cana-1538	310	51	in	in	ADP
cana-1538	310	52	customer	customer	NOUN
cana-1538	310	53	surveys	survey	NOUN
cana-1538	310	54	and	and	CCONJ
cana-1538	310	55	social	social	ADJ
cana-1538	310	56	media	medium	NOUN
cana-1538	310	57	emphasis	emphasis	NOUN
cana-1538	310	58	.	.	PUNCT
cana-1538	311	1	furthermore	furthermore	ADV
cana-1538	311	2	,	,	PUNCT
cana-1538	311	3	the	the	DET
cana-1538	311	4	inclusion	inclusion	NOUN
cana-1538	311	5	of	of	ADP
cana-1538	311	6	the	the	DET
cana-1538	311	7	lstm	lstm	ADJ
cana-1538	311	8	algorithm	algorithm	NOUN
cana-1538	311	9	in	in	ADP
cana-1538	311	10	audio	audio	ADJ
cana-1538	311	11	data	data	NOUN
cana-1538	311	12	heralds	herald	NOUN
cana-1538	311	13	a	a	DET
cana-1538	311	14	new	new	ADJ
cana-1538	311	15	phase	phase	NOUN
cana-1538	311	16	in	in	ADP
cana-1538	311	17	sentiment	sentiment	NOUN
cana-1538	311	18	analysis	analysis	NOUN
cana-1538	311	19	research	research	NOUN
cana-1538	311	20	.	.	PUNCT
cana-1538	312	1	the	the	DET
cana-1538	312	2	analysis	analysis	NOUN
cana-1538	312	3	of	of	ADP
cana-1538	312	4	accuracy	accuracy	NOUN
cana-1538	312	5	levels	level	NOUN
cana-1538	312	6	on	on	ADP
cana-1538	312	7	different	different	ADJ
cana-1538	312	8	data	datum	NOUN
cana-1538	312	9	types	type	NOUN
cana-1538	312	10	highlights	highlight	VERB
cana-1538	312	11	the	the	DET
cana-1538	312	12	effectiveness	effectiveness	NOUN
cana-1538	312	13	of	of	ADP
cana-1538	312	14	the	the	DET
cana-1538	312	15	sensitivity	sensitivity	NOUN
cana-1538	312	16	analysis	analysis	NOUN
cana-1538	312	17	method	method	NOUN
cana-1538	312	18	,	,	PUNCT
cana-1538	312	19	especially	especially	ADV
cana-1538	312	20	in	in	ADP
cana-1538	312	21	detecting	detect	VERB
cana-1538	312	22	different	different	ADJ
cana-1538	312	23	features	feature	NOUN
cana-1538	312	24	,	,	PUNCT
cana-1538	312	25	thus	thus	ADV
cana-1538	312	26	opening	open	VERB
cana-1538	312	27	the	the	DET
cana-1538	312	28	way	way	NOUN
cana-1538	312	29	for	for	ADP
cana-1538	312	30	improved	improved	ADJ
cana-1538	312	31	understanding	understanding	NOUN
cana-1538	312	32	and	and	CCONJ
cana-1538	312	33	applications	application	NOUN
cana-1538	312	34	in	in	ADP
cana-1538	312	35	audio	audio	ADJ
cana-1538	312	36	data	datum	NOUN
cana-1538	312	37	in	in	ADP
cana-1538	312	38	sensitivity	sensitivity	NOUN
cana-1538	312	39	analysis	analysis	NOUN
cana-1538	312	40	refrences	refrence	NOUN
cana-1538	312	41	[	[	X
cana-1538	312	42	1	1	NUM
cana-1538	312	43	]	]	X
cana-1538	312	44	sen	sen	PROPN
cana-1538	312	45	,	,	PUNCT
cana-1538	312	46	a.	a.	NOUN
cana-1538	312	47	,	,	PUNCT
cana-1538	312	48	rajakumaran	rajakumaran	NOUN
cana-1538	312	49	,	,	PUNCT
cana-1538	312	50	g.	g.	NOUN
cana-1538	312	51	,	,	PUNCT
cana-1538	312	52	mahdal	mahdal	NOUN
cana-1538	312	53	,	,	PUNCT
cana-1538	312	54	m.	m.	NOUN
cana-1538	312	55	,	,	PUNCT
cana-1538	312	56	usharani	usharani	NOUN
cana-1538	312	57	,	,	PUNCT
cana-1538	312	58	s.	s.	PROPN
cana-1538	312	59	,	,	PUNCT
cana-1538	312	60	rajasekharan	rajasekharan	VERB
cana-1538	312	61	,	,	PUNCT
cana-1538	312	62	v.	v.	PROPN
cana-1538	312	63	,	,	PUNCT
cana-1538	312	64	vincent	vincent	PROPN
cana-1538	312	65	,	,	PUNCT
cana-1538	312	66	r.	r.	PROPN
cana-1538	312	67	,	,	PUNCT
cana-1538	312	68	&	&	CCONJ
cana-1538	312	69	sugavanan	sugavanan	PROPN
cana-1538	312	70	,	,	PUNCT
cana-1538	312	71	k.	k.	PROPN
cana-1538	312	72	(	(	PUNCT
cana-1538	312	73	2024	2024	NUM
cana-1538	312	74	)	)	PUNCT
cana-1538	312	75	.	.	PUNCT
cana-1538	313	1	live	live	ADJ
cana-1538	313	2	event	event	NOUN
cana-1538	313	3	detection	detection	NOUN
cana-1538	313	4	for	for	ADP
cana-1538	313	5	people	people	NOUN
cana-1538	313	6	’s	’s	PART
cana-1538	313	7	safety	safety	NOUN
cana-1538	313	8	using	use	VERB
cana-1538	313	9	nlp	nlp	NOUN
cana-1538	313	10	and	and	CCONJ
cana-1538	313	11	deep	deep	ADJ
cana-1538	313	12	learning	learning	NOUN
cana-1538	313	13	.	.	PUNCT
cana-1538	314	1	ieee	ieee	NOUN
cana-1538	314	2	access	access	NOUN
cana-1538	314	3	.	.	PUNCT
cana-1538	315	1	[	[	X
cana-1538	315	2	2	2	NUM
cana-1538	315	3	]	]	X
cana-1538	315	4	hassan	hassan	PROPN
cana-1538	315	5	,	,	PUNCT
cana-1538	315	6	n.	n.	PROPN
cana-1538	315	7	,	,	PUNCT
cana-1538	315	8	miah	miah	PROPN
cana-1538	315	9	,	,	PUNCT
cana-1538	315	10	a.	a.	PROPN
cana-1538	315	11	s.	s.	PROPN
cana-1538	315	12	m.	m.	PROPN
cana-1538	315	13	,	,	PUNCT
cana-1538	315	14	&	&	CCONJ
cana-1538	315	15	shin	shin	PROPN
cana-1538	315	16	,	,	PUNCT
cana-1538	315	17	j.	j.	PROPN
cana-1538	315	18	(	(	PUNCT
cana-1538	315	19	2024	2024	NUM
cana-1538	315	20	)	)	PUNCT
cana-1538	315	21	.	.	PUNCT
cana-1538	316	1	a	a	DET
cana-1538	316	2	deep	deep	ADJ
cana-1538	316	3	bidirectional	bidirectional	ADJ
cana-1538	316	4	lstm	lstm	NOUN
cana-1538	316	5	model	model	NOUN
cana-1538	316	6	enhanced	enhance	VERB
cana-1538	316	7	by	by	ADP
cana-1538	316	8	transfer	transfer	NOUN
cana-1538	316	9	-	-	PUNCT
cana-1538	316	10	learningbased	learningbase	VERB
cana-1538	316	11	feature	feature	NOUN
cana-1538	316	12	extraction	extraction	NOUN
cana-1538	316	13	for	for	ADP
cana-1538	316	14	dynamic	dynamic	ADJ
cana-1538	316	15	human	human	ADJ
cana-1538	316	16	activity	activity	NOUN
cana-1538	316	17	recognition	recognition	NOUN
cana-1538	316	18	.	.	PUNCT
cana-1538	317	1	applied	apply	VERB
cana-1538	317	2	sciences	science	NOUN
cana-1538	317	3	,	,	PUNCT
cana-1538	317	4	14(2	14(2	NUM
cana-1538	317	5	)	)	PUNCT
cana-1538	317	6	,	,	PUNCT
cana-1538	317	7	603	603	NUM
cana-1538	317	8	.	.	PUNCT
cana-1538	318	1	[	[	X
cana-1538	318	2	3	3	X
cana-1538	318	3	]	]	X
cana-1538	318	4	kumar	kumar	PROPN
cana-1538	318	5	,	,	PUNCT
cana-1538	318	6	l.	l.	PROPN
cana-1538	318	7	k.	k.	PROPN
cana-1538	318	8	,	,	PUNCT
cana-1538	318	9	thatha	thatha	INTJ
cana-1538	318	10	,	,	PUNCT
cana-1538	318	11	v.	v.	ADP
cana-1538	318	12	n.	n.	NOUN
cana-1538	318	13	,	,	PUNCT
cana-1538	318	14	udayaraju	udayaraju	PROPN
cana-1538	318	15	,	,	PUNCT
cana-1538	318	16	p.	p.	NOUN
cana-1538	318	17	,	,	PUNCT
cana-1538	318	18	siri	siri	NOUN
cana-1538	318	19	,	,	PUNCT
cana-1538	318	20	d.	d.	PROPN
cana-1538	318	21	,	,	PUNCT
cana-1538	318	22	kiran	kiran	PROPN
cana-1538	318	23	,	,	PUNCT
cana-1538	318	24	g.	g.	PROPN
cana-1538	318	25	u.	u.	PROPN
cana-1538	318	26	,	,	PUNCT
cana-1538	318	27	jagadesh	jagadesh	PROPN
cana-1538	318	28	,	,	PUNCT
cana-1538	318	29	b.	b.	PROPN
cana-1538	318	30	n.	n.	PROPN
cana-1538	318	31	,	,	PUNCT
cana-1538	318	32	&	&	CCONJ
cana-1538	318	33	vatambeti	vatambeti	PROPN
cana-1538	318	34	,	,	PUNCT
cana-1538	318	35	r.	r.	PROPN
cana-1538	318	36	(	(	PUNCT
cana-1538	318	37	2024	2024	NUM
cana-1538	318	38	)	)	PUNCT
cana-1538	318	39	.	.	PUNCT
cana-1538	319	1	analyzing	analyze	VERB
cana-1538	319	2	public	public	ADJ
cana-1538	319	3	sentiment	sentiment	NOUN
cana-1538	319	4	on	on	ADP
cana-1538	319	5	the	the	DET
cana-1538	319	6	amazon	amazon	NOUN
cana-1538	319	7	website	website	NOUN
cana-1538	319	8	:	:	PUNCT
cana-1538	319	9	a	a	DET
cana-1538	319	10	gsk	gsk	NOUN
cana-1538	319	11	-	-	PUNCT
cana-1538	319	12	based	base	VERB
cana-1538	319	13	double	double	ADJ
cana-1538	319	14	path	path	NOUN
cana-1538	319	15	transformer	transformer	NOUN
cana-1538	319	16	network	network	NOUN
cana-1538	319	17	approach	approach	NOUN
cana-1538	319	18	for	for	ADP
cana-1538	319	19	sentiment	sentiment	NOUN
cana-1538	319	20	analysis	analysis	NOUN
cana-1538	319	21	.	.	PUNCT
cana-1538	320	1	ieee	ieee	NOUN
cana-1538	320	2	access	access	NOUN
cana-1538	320	3	.	.	PUNCT
cana-1538	321	1	[	[	X
cana-1538	321	2	4	4	NUM
cana-1538	321	3	]	]	X
cana-1538	321	4	sharma	sharma	NOUN
cana-1538	321	5	,	,	PUNCT
cana-1538	321	6	p.	p.	NOUN
cana-1538	321	7	,	,	PUNCT
cana-1538	321	8	&	&	CCONJ
cana-1538	321	9	dash	dash	NOUN
cana-1538	321	10	,	,	PUNCT
cana-1538	321	11	b.	b.	PROPN
cana-1538	321	12	(	(	PUNCT
cana-1538	321	13	2023	2023	NUM
cana-1538	321	14	)	)	PUNCT
cana-1538	321	15	.	.	PUNCT
cana-1538	322	1	active	active	ADJ
cana-1538	322	2	noise	noise	NOUN
cana-1538	322	3	cancellation	cancellation	NOUN
cana-1538	322	4	in	in	ADP
cana-1538	322	5	microsoft	microsoft	PROPN
cana-1538	322	6	teams	team	NOUN
cana-1538	322	7	using	use	VERB
cana-1538	322	8	ai	ai	PROPN
cana-1538	322	9	&	&	CCONJ
cana-1538	322	10	nlp	nlp	ADJ
cana-1538	322	11	powered	powered	ADJ
cana-1538	322	12	algorithms	algorithm	NOUN
cana-1538	322	13	.	.	PUNCT
cana-1538	323	1	aircc	aircc	PROPN
cana-1538	323	2	's	's	PART
cana-1538	323	3	international	international	ADJ
cana-1538	323	4	journal	journal	NOUN
cana-1538	323	5	of	of	ADP
cana-1538	323	6	computer	computer	NOUN
cana-1538	323	7	science	science	NOUN
cana-1538	323	8	and	and	CCONJ
cana-1538	323	9	information	information	NOUN
cana-1538	323	10	technology	technology	NOUN
cana-1538	323	11	,	,	PUNCT
cana-1538	323	12	31	31	NUM
cana-1538	323	13	-	-	SYM
cana-1538	323	14	42	42	NUM
cana-1538	323	15	.	.	PUNCT
cana-1538	324	1	[	[	X
cana-1538	324	2	5	5	NUM
cana-1538	324	3	]	]	PUNCT
cana-1538	324	4	bowler	bowler	NOUN
cana-1538	324	5	,	,	PUNCT
cana-1538	324	6	l.	l.	PROPN
cana-1538	324	7	,	,	PUNCT
cana-1538	324	8	lopatovska	lopatovska	PROPN
cana-1538	324	9	,	,	PUNCT
cana-1538	324	10	i.	i.	PROPN
cana-1538	324	11	,	,	PUNCT
cana-1538	324	12	&	&	CCONJ
cana-1538	324	13	rosin	rosin	PROPN
cana-1538	324	14	,	,	PUNCT
cana-1538	324	15	m.	m.	NOUN
cana-1538	324	16	s.	s.	PROPN
cana-1538	324	17	(	(	PUNCT
cana-1538	324	18	2023	2023	NUM
cana-1538	324	19	)	)	PUNCT
cana-1538	324	20	.	.	PUNCT
cana-1538	325	1	teen	teen	NOUN
cana-1538	325	2	-	-	PUNCT
cana-1538	325	3	adult	adult	NOUN
cana-1538	325	4	interactions	interaction	NOUN
cana-1538	325	5	during	during	ADP
cana-1538	325	6	the	the	DET
cana-1538	325	7	co	co	NOUN
cana-1538	325	8	-	-	NOUN
cana-1538	325	9	design	design	NOUN
cana-1538	325	10	of	of	ADP
cana-1538	325	11	data	datum	NOUN
cana-1538	325	12	literacy	literacy	NOUN
cana-1538	325	13	activities	activity	NOUN
cana-1538	325	14	for	for	ADP
cana-1538	325	15	the	the	DET
cana-1538	325	16	public	public	ADJ
cana-1538	325	17	library	library	NOUN
cana-1538	325	18	:	:	PUNCT
cana-1538	326	1	insights	insight	NOUN
cana-1538	326	2	from	from	ADP
cana-1538	326	3	a	a	DET
cana-1538	326	4	natural	natural	ADJ
cana-1538	326	5	language	language	NOUN
cana-1538	326	6	processing	processing	NOUN
cana-1538	326	7	analysis	analysis	NOUN
cana-1538	326	8	of	of	ADP
cana-1538	326	9	linguistic	linguistic	ADJ
cana-1538	326	10	patterns	pattern	NOUN
cana-1538	326	11	.	.	PUNCT
cana-1538	327	1	information	information	NOUN
cana-1538	327	2	and	and	CCONJ
cana-1538	327	3	learning	learn	VERB
cana-1538	327	4	sciences	science	NOUN
cana-1538	327	5	.	.	PUNCT
cana-1538	328	1	[	[	X
cana-1538	328	2	6	6	NUM
cana-1538	328	3	]	]	X
cana-1538	328	4	sarmet	sarmet	NOUN
cana-1538	328	5	,	,	PUNCT
cana-1538	328	6	m.	m.	NOUN
cana-1538	328	7	,	,	PUNCT
cana-1538	328	8	kabani	kabani	PROPN
cana-1538	328	9	,	,	PUNCT
cana-1538	328	10	a.	a.	NOUN
cana-1538	328	11	,	,	PUNCT
cana-1538	328	12	coelho	coelho	PROPN
cana-1538	328	13	,	,	PUNCT
cana-1538	328	14	l.	l.	PROPN
cana-1538	328	15	,	,	PUNCT
cana-1538	328	16	dos	do	VERB
cana-1538	328	17	reis	reis	NOUN
cana-1538	328	18	,	,	PUNCT
cana-1538	328	19	s.	s.	PROPN
cana-1538	328	20	s.	s.	PROPN
cana-1538	328	21	,	,	PUNCT
cana-1538	328	22	zeredo	zeredo	PROPN
cana-1538	328	23	,	,	PUNCT
cana-1538	328	24	j.	j.	PROPN
cana-1538	328	25	l.	l.	PROPN
cana-1538	328	26	,	,	PUNCT
cana-1538	328	27	&	&	CCONJ
cana-1538	328	28	mehta	mehta	PROPN
cana-1538	328	29	,	,	PUNCT
cana-1538	328	30	a.	a.	PROPN
cana-1538	328	31	k.	k.	PROPN
cana-1538	328	32	(	(	PUNCT
cana-1538	328	33	2023	2023	NUM
cana-1538	328	34	)	)	PUNCT
cana-1538	328	35	.	.	PUNCT
cana-1538	329	1	the	the	DET
cana-1538	329	2	use	use	NOUN
cana-1538	329	3	of	of	ADP
cana-1538	329	4	natural	natural	ADJ
cana-1538	329	5	language	language	NOUN
cana-1538	329	6	processing	processing	NOUN
cana-1538	329	7	in	in	ADP
cana-1538	329	8	palliative	palliative	ADJ
cana-1538	329	9	care	care	NOUN
cana-1538	329	10	research	research	NOUN
cana-1538	329	11	:	:	PUNCT
cana-1538	329	12	a	a	DET
cana-1538	329	13	scoping	scope	VERB
cana-1538	329	14	review	review	NOUN
cana-1538	329	15	.	.	PUNCT
cana-1538	330	1	palliative	palliative	ADJ
cana-1538	330	2	medicine	medicine	NOUN
cana-1538	330	3	,	,	PUNCT
cana-1538	330	4	37(2	37(2	PROPN
cana-1538	330	5	)	)	PUNCT
cana-1538	330	6	,	,	PUNCT
cana-1538	330	7	275	275	NUM
cana-1538	330	8	-	-	SYM
cana-1538	330	9	290	290	NUM
cana-1538	330	10	.	.	PUNCT
cana-1538	331	1	[	[	X
cana-1538	331	2	7	7	X
cana-1538	331	3	]	]	X
cana-1538	331	4	kumar	kumar	PROPN
cana-1538	331	5	,	,	PUNCT
cana-1538	331	6	m.	m.	NOUN
cana-1538	331	7	,	,	PUNCT
cana-1538	331	8	janani	janani	PROPN
cana-1538	331	9	,	,	PUNCT
cana-1538	331	10	p.	p.	PROPN
cana-1538	331	11	,	,	PUNCT
cana-1538	331	12	kumaragurubaran	kumaragurubaran	NOUN
cana-1538	331	13	,	,	PUNCT
cana-1538	331	14	k.	k.	PROPN
cana-1538	331	15	,	,	PUNCT
cana-1538	331	16	&	&	CCONJ
cana-1538	331	17	sundari	sundari	PROPN
cana-1538	331	18	,	,	PUNCT
cana-1538	331	19	p.	p.	NOUN
cana-1538	331	20	(	(	PUNCT
cana-1538	331	21	2023	2023	NUM
cana-1538	331	22	)	)	PUNCT
cana-1538	331	23	.	.	PUNCT
cana-1538	332	1	automated	automate	VERB
cana-1538	332	2	notes	note	NOUN
cana-1538	332	3	maker	maker	NOUN
cana-1538	332	4	from	from	ADP
cana-1538	332	5	audio	audio	ADJ
cana-1538	332	6	recordings	recording	NOUN
cana-1538	332	7	.	.	PUNCT
cana-1538	333	1	journal	journal	NOUN
cana-1538	333	2	of	of	ADP
cana-1538	333	3	image	image	NOUN
cana-1538	333	4	processing	processing	NOUN
cana-1538	333	5	and	and	CCONJ
cana-1538	333	6	intelligent	intelligent	ADJ
cana-1538	333	7	remote	remote	ADJ
cana-1538	333	8	sensing	sensing	NOUN
cana-1538	333	9	(	(	PUNCT
cana-1538	333	10	jipirs	jipirs	PROPN
cana-1538	333	11	)	)	PUNCT
cana-1538	333	12	issn	issn	PROPN
cana-1538	333	13	2815	2815	NUM
cana-1538	333	14	-	-	SYM
cana-1538	333	15	0953	0953	NUM
cana-1538	333	16	,	,	PUNCT
cana-1538	333	17	3(03	3(03	NUM
cana-1538	333	18	)	)	PUNCT
cana-1538	333	19	,	,	PUNCT
cana-1538	333	20	22	22	NUM
cana-1538	333	21	-	-	SYM
cana-1538	333	22	26	26	NUM
cana-1538	333	23	.	.	PUNCT
cana-1538	334	1	[	[	X
cana-1538	334	2	8	8	NUM
cana-1538	334	3	]	]	X
cana-1538	334	4	joel	joel	PROPN
cana-1538	334	5	,	,	PUNCT
cana-1538	334	6	m.	m.	PROPN
cana-1538	334	7	r.	r.	PROPN
cana-1538	334	8	,	,	PUNCT
cana-1538	334	9	ebenezer	ebenezer	PROPN
cana-1538	334	10	,	,	PUNCT
cana-1538	334	11	v.	v.	PROPN
cana-1538	334	12	,	,	PUNCT
cana-1538	334	13	jeyaraj	jeyaraj	PROPN
cana-1538	334	14	,	,	PUNCT
cana-1538	334	15	k.	k.	PROPN
cana-1538	334	16	a.	a.	PROPN
cana-1538	334	17	,	,	PUNCT
cana-1538	334	18	navaneethakrishnan	navaneethakrishnan	ADJ
cana-1538	334	19	,	,	PUNCT
cana-1538	334	20	m.	m.	NOUN
cana-1538	334	21	,	,	PUNCT
cana-1538	334	22	arunadevi	arunadevi	PROPN
cana-1538	334	23	,	,	PUNCT
cana-1538	334	24	r.	r.	PROPN
cana-1538	334	25	,	,	PUNCT
cana-1538	334	26	&	&	CCONJ
cana-1538	334	27	jenifa	jenifa	PROPN
cana-1538	334	28	,	,	PUNCT
cana-1538	334	29	d.	d.	PROPN
cana-1538	334	30	r.	r.	PROPN
cana-1538	334	31	(	(	PUNCT
cana-1538	334	32	2023	2023	NUM
cana-1538	334	33	,	,	PUNCT
cana-1538	334	34	february	february	PROPN
cana-1538	334	35	)	)	PUNCT
cana-1538	334	36	.	.	PUNCT
cana-1538	335	1	decoding	decode	VERB
cana-1538	335	2	and	and	CCONJ
cana-1538	335	3	analysing	analyse	VERB
cana-1538	335	4	consumer	consumer	NOUN
cana-1538	335	5	feedback	feedback	NOUN
cana-1538	335	6	for	for	ADP
cana-1538	335	7	companies	company	NOUN
cana-1538	335	8	and	and	CCONJ
cana-1538	335	9	goods	good	NOUN
cana-1538	335	10	using	use	VERB
cana-1538	335	11	machine	machine	NOUN
cana-1538	335	12	learning	learning	NOUN
cana-1538	335	13	.	.	PUNCT
cana-1538	336	1	in	in	ADP
cana-1538	336	2	2023	2023	NUM
cana-1538	336	3	third	third	ADJ
cana-1538	336	4	international	international	ADJ
cana-1538	336	5	conference	conference	NOUN
cana-1538	336	6	on	on	ADP
cana-1538	336	7	artificial	artificial	ADJ
cana-1538	336	8	intelligence	intelligence	NOUN
cana-1538	336	9	and	and	CCONJ
cana-1538	336	10	smart	smart	ADJ
cana-1538	336	11	energy	energy	NOUN
cana-1538	336	12	(	(	PUNCT
cana-1538	336	13	icais	icais	PROPN
cana-1538	336	14	)	)	PUNCT
cana-1538	336	15	(	(	PUNCT
cana-1538	336	16	pp	pp	ADP
cana-1538	336	17	.	.	PUNCT
cana-1538	337	1	1085	1085	NUM
cana-1538	337	2	-	-	SYM
cana-1538	337	3	1091	1091	NUM
cana-1538	337	4	)	)	PUNCT
cana-1538	337	5	.	.	PUNCT
cana-1538	338	1	ieee	ieee	PROPN
cana-1538	338	2	.	.	PUNCT
cana-1538	339	1	[	[	X
cana-1538	339	2	9	9	NUM
cana-1538	339	3	]	]	PUNCT
cana-1538	339	4	shah	shah	NOUN
cana-1538	339	5	,	,	PUNCT
cana-1538	339	6	s.	s.	PROPN
cana-1538	339	7	,	,	PUNCT
cana-1538	339	8	ghomeshi	ghomeshi	PROPN
cana-1538	339	9	,	,	PUNCT
cana-1538	339	10	h.	h.	PROPN
cana-1538	339	11	,	,	PUNCT
cana-1538	339	12	vakaj	vakaj	PROPN
cana-1538	339	13	,	,	PUNCT
cana-1538	339	14	e.	e.	PROPN
cana-1538	339	15	,	,	PUNCT
cana-1538	339	16	cooper	cooper	PROPN
cana-1538	339	17	,	,	PUNCT
cana-1538	339	18	e.	e.	PROPN
cana-1538	339	19	,	,	PUNCT
cana-1538	339	20	&	&	CCONJ
cana-1538	339	21	fouad	fouad	PROPN
cana-1538	339	22	,	,	PUNCT
cana-1538	339	23	s.	s.	PROPN
cana-1538	339	24	(	(	PUNCT
cana-1538	339	25	2023	2023	NUM
cana-1538	339	26	)	)	PUNCT
cana-1538	339	27	.	.	PUNCT
cana-1538	340	1	a	a	DET
cana-1538	340	2	review	review	NOUN
cana-1538	340	3	of	of	ADP
cana-1538	340	4	natural	natural	ADJ
cana-1538	340	5	language	language	NOUN
cana-1538	340	6	processing	processing	NOUN
cana-1538	340	7	in	in	ADP
cana-1538	340	8	contact	contact	NOUN
cana-1538	340	9	centre	centre	NOUN
cana-1538	340	10	automation	automation	NOUN
cana-1538	340	11	.	.	PUNCT
cana-1538	341	1	pattern	pattern	NOUN
cana-1538	341	2	analysis	analysis	NOUN
cana-1538	341	3	and	and	CCONJ
cana-1538	341	4	applications	application	NOUN
cana-1538	341	5	,	,	PUNCT
cana-1538	341	6	26(3	26(3	NUM
cana-1538	341	7	)	)	PUNCT
cana-1538	341	8	,	,	PUNCT
cana-1538	341	9	823	823	NUM
cana-1538	341	10	-	-	SYM
cana-1538	341	11	846	846	NUM
cana-1538	341	12	.	.	PUNCT
cana-1538	342	1	[	[	X
cana-1538	342	2	10	10	NUM
cana-1538	342	3	]	]	X
cana-1538	342	4	khan	khan	PROPN
cana-1538	342	5	,	,	PUNCT
cana-1538	342	6	m.	m.	NOUN
cana-1538	342	7	u.	u.	PROPN
cana-1538	342	8	,	,	PUNCT
cana-1538	342	9	javed	javed	PROPN
cana-1538	342	10	,	,	PUNCT
cana-1538	342	11	a.	a.	PROPN
cana-1538	342	12	r.	r.	PROPN
cana-1538	342	13	,	,	PUNCT
cana-1538	342	14	ihsan	ihsan	PROPN
cana-1538	342	15	,	,	PUNCT
cana-1538	342	16	m.	m.	NOUN
cana-1538	342	17	,	,	PUNCT
cana-1538	342	18	&	&	CCONJ
cana-1538	342	19	tariq	tariq	PROPN
cana-1538	342	20	,	,	PUNCT
cana-1538	342	21	u.	u.	PROPN
cana-1538	342	22	(	(	PUNCT
cana-1538	342	23	2023	2023	NUM
cana-1538	342	24	)	)	PUNCT
cana-1538	342	25	.	.	PUNCT
cana-1538	343	1	a	a	DET
cana-1538	343	2	novel	novel	ADJ
cana-1538	343	3	category	category	NOUN
cana-1538	343	4	detection	detection	NOUN
cana-1538	343	5	of	of	ADP
cana-1538	343	6	social	social	ADJ
cana-1538	343	7	media	medium	NOUN
cana-1538	343	8	reviews	review	NOUN
cana-1538	343	9	in	in	ADP
cana-1538	343	10	the	the	DET
cana-1538	343	11	restaurant	restaurant	NOUN
cana-1538	343	12	industry	industry	NOUN
cana-1538	343	13	.	.	PUNCT
cana-1538	344	1	multimedia	multimedia	NOUN
cana-1538	344	2	systems	system	NOUN
cana-1538	344	3	,	,	PUNCT
cana-1538	344	4	29(3	29(3	NUM
cana-1538	344	5	)	)	PUNCT
cana-1538	344	6	,	,	PUNCT
cana-1538	344	7	1825	1825	NUM
cana-1538	344	8	-	-	SYM
cana-1538	344	9	1838	1838	NUM
cana-1538	344	10	.	.	PUNCT
cana-1538	345	1	[	[	X
cana-1538	345	2	11	11	NUM
cana-1538	345	3	]	]	X
cana-1538	345	4	kumar	kumar	PROPN
cana-1538	345	5	,	,	PUNCT
cana-1538	345	6	l.	l.	PROPN
cana-1538	345	7	k.	k.	PROPN
cana-1538	345	8	,	,	PUNCT
cana-1538	345	9	thatha	thatha	INTJ
cana-1538	345	10	,	,	PUNCT
cana-1538	345	11	v.	v.	ADP
cana-1538	345	12	n.	n.	NOUN
cana-1538	345	13	,	,	PUNCT
cana-1538	345	14	udayaraju	udayaraju	PROPN
cana-1538	345	15	,	,	PUNCT
cana-1538	345	16	p.	p.	NOUN
cana-1538	345	17	,	,	PUNCT
cana-1538	345	18	siri	siri	NOUN
cana-1538	345	19	,	,	PUNCT
cana-1538	345	20	d.	d.	PROPN
cana-1538	345	21	,	,	PUNCT
cana-1538	345	22	kiran	kiran	PROPN
cana-1538	345	23	,	,	PUNCT
cana-1538	345	24	g.	g.	PROPN
cana-1538	345	25	u.	u.	PROPN
cana-1538	345	26	,	,	PUNCT
cana-1538	345	27	jagadesh	jagadesh	PROPN
cana-1538	345	28	,	,	PUNCT
cana-1538	345	29	b.	b.	PROPN
cana-1538	345	30	n.	n.	PROPN
cana-1538	345	31	,	,	PUNCT
cana-1538	345	32	&	&	CCONJ
cana-1538	345	33	vatambeti	vatambeti	PROPN
cana-1538	345	34	,	,	PUNCT
cana-1538	345	35	r.	r.	PROPN
cana-1538	345	36	(	(	PUNCT
cana-1538	345	37	2024	2024	NUM
cana-1538	345	38	)	)	PUNCT
cana-1538	345	39	.	.	PUNCT
cana-1538	346	1	analyzing	analyze	VERB
cana-1538	346	2	public	public	ADJ
cana-1538	346	3	sentiment	sentiment	NOUN
cana-1538	346	4	on	on	ADP
cana-1538	346	5	the	the	DET
cana-1538	346	6	amazon	amazon	NOUN
cana-1538	346	7	website	website	NOUN
cana-1538	346	8	:	:	PUNCT
cana-1538	346	9	a	a	DET
cana-1538	346	10	gsk	gsk	NOUN
cana-1538	346	11	-	-	PUNCT
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cana-1538	346	13	double	double	ADJ
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cana-1538	346	15	transformer	transformer	NOUN
cana-1538	346	16	network	network	NOUN
cana-1538	346	17	approach	approach	NOUN
cana-1538	346	18	for	for	ADP
cana-1538	346	19	sentiment	sentiment	NOUN
cana-1538	346	20	analysis	analysis	NOUN
cana-1538	346	21	.	.	PUNCT
cana-1538	347	1	ieee	ieee	NOUN
cana-1538	347	2	access	access	NOUN
cana-1538	347	3	.	.	PUNCT
cana-1538	348	1	[	[	X
cana-1538	348	2	12	12	NUM
cana-1538	348	3	]	]	X
cana-1538	348	4	symum	symum	ADJ
cana-1538	348	5	,	,	PUNCT
cana-1538	348	6	m.	m.	NOUN
cana-1538	348	7	a.	a.	PROPN
cana-1538	348	8	a.	a.	PROPN
cana-1538	348	9	,	,	PUNCT
cana-1538	348	10	sheemu	sheemu	PROPN
cana-1538	348	11	,	,	PUNCT
cana-1538	348	12	s.	s.	PROPN
cana-1538	348	13	y.	y.	PROPN
cana-1538	348	14	,	,	PUNCT
cana-1538	348	15	asif	asif	PROPN
cana-1538	348	16	,	,	PUNCT
cana-1538	348	17	a.	a.	PROPN
cana-1538	348	18	s.	s.	PROPN
cana-1538	348	19	m.	m.	PROPN
cana-1538	348	20	,	,	PUNCT
cana-1538	348	21	&	&	CCONJ
cana-1538	348	22	islam	islam	PROPN
cana-1538	348	23	,	,	PUNCT
cana-1538	348	24	k.	k.	PROPN
cana-1538	348	25	(	(	PUNCT
cana-1538	348	26	2023	2023	NUM
cana-1538	348	27	)	)	PUNCT
cana-1538	348	28	.	.	PUNCT
cana-1538	349	1	sentimental	sentimental	ADJ
cana-1538	349	2	analysis	analysis	NOUN
cana-1538	349	3	of	of	ADP
cana-1538	349	4	customer	customer	NOUN
cana-1538	349	5	product	product	NOUN
cana-1538	349	6	reviews	review	NOUN
cana-1538	349	7	to	to	PART
cana-1538	349	8	understand	understand	VERB
cana-1538	349	9	customer	customer	NOUN
cana-1538	349	10	needs	need	VERB
cana-1538	349	11	using	use	VERB
cana-1538	349	12	machine	machine	NOUN
cana-1538	349	13	learning	learning	NOUN
cana-1538	349	14	(	(	PUNCT
cana-1538	349	15	doctoral	doctoral	ADJ
cana-1538	349	16	dissertation	dissertation	NOUN
cana-1538	349	17	,	,	PUNCT
cana-1538	349	18	brac	brac	PROPN
cana-1538	349	19	university	university	PROPN
cana-1538	349	20	)	)	PUNCT
cana-1538	349	21	.	.	PUNCT
cana-1538	350	1	[	[	X
cana-1538	350	2	13	13	NUM
cana-1538	350	3	]	]	X
cana-1538	350	4	iqbal	iqbal	PROPN
cana-1538	350	5	,	,	PUNCT
cana-1538	350	6	a.	a.	PROPN
cana-1538	350	7	,	,	PUNCT
cana-1538	350	8	amin	amin	PROPN
cana-1538	350	9	,	,	PUNCT
cana-1538	350	10	r.	r.	PROPN
cana-1538	350	11	,	,	PUNCT
cana-1538	350	12	iqbal	iqbal	PROPN
cana-1538	350	13	,	,	PUNCT
cana-1538	350	14	j.	j.	PROPN
cana-1538	350	15	,	,	PUNCT
cana-1538	350	16	alroobaea	alroobaea	NOUN
cana-1538	350	17	,	,	PUNCT
cana-1538	350	18	r.	r.	PROPN
cana-1538	350	19	,	,	PUNCT
cana-1538	350	20	binmahfoudh	binmahfoudh	NOUN
cana-1538	350	21	,	,	PUNCT
cana-1538	350	22	a.	a.	NOUN
cana-1538	350	23	,	,	PUNCT
cana-1538	350	24	&	&	CCONJ
cana-1538	350	25	hussain	hussain	PROPN
cana-1538	350	26	,	,	PUNCT
cana-1538	350	27	m.	m.	NOUN
cana-1538	350	28	(	(	PUNCT
cana-1538	350	29	2022	2022	NUM
cana-1538	350	30	)	)	PUNCT
cana-1538	350	31	.	.	PUNCT
cana-1538	351	1	sentiment	sentiment	NOUN
cana-1538	351	2	analysis	analysis	NOUN
cana-1538	351	3	of	of	ADP
cana-1538	351	4	consumer	consumer	NOUN
cana-1538	351	5	reviews	review	NOUN
cana-1538	351	6	using	use	VERB
cana-1538	351	7	deep	deep	ADJ
cana-1538	351	8	learning	learning	NOUN
cana-1538	351	9	.	.	PUNCT
cana-1538	352	1	sustainability	sustainability	NOUN
cana-1538	352	2	,	,	PUNCT
cana-1538	352	3	14(17	14(17	NUM
cana-1538	352	4	)	)	PUNCT
cana-1538	352	5	,	,	PUNCT
cana-1538	352	6	10844	10844	NUM
cana-1538	352	7	.	.	PUNCT
cana-1538	353	1	[	[	X
cana-1538	353	2	14	14	NUM
cana-1538	353	3	]	]	X
cana-1538	353	4	ahmed	ahmed	PROPN
cana-1538	353	5	,	,	PUNCT
cana-1538	353	6	a.	a.	PROPN
cana-1538	353	7	a.	a.	PROPN
cana-1538	353	8	a.	a.	PROPN
cana-1538	353	9	,	,	PUNCT
cana-1538	353	10	agarwal	agarwal	PROPN
cana-1538	353	11	,	,	PUNCT
cana-1538	353	12	s.	s.	PROPN
cana-1538	353	13	,	,	PUNCT
cana-1538	353	14	kurniawan	kurniawan	PROPN
cana-1538	353	15	,	,	PUNCT
cana-1538	353	16	i.	i.	PROPN
cana-1538	353	17	g.	g.	PROPN
cana-1538	353	18	a.	a.	PROPN
cana-1538	353	19	,	,	PUNCT
cana-1538	353	20	anantadjaya	anantadjaya	PROPN
cana-1538	353	21	,	,	PUNCT
cana-1538	353	22	s.	s.	PROPN
cana-1538	353	23	p.	p.	PROPN
cana-1538	353	24	,	,	PUNCT
cana-1538	353	25	&	&	CCONJ
cana-1538	353	26	krishnan	krishnan	PROPN
cana-1538	353	27	,	,	PUNCT
cana-1538	353	28	c.	c.	PROPN
cana-1538	353	29	(	(	PUNCT
cana-1538	353	30	2022	2022	NUM
cana-1538	353	31	)	)	PUNCT
cana-1538	353	32	.	.	PUNCT
cana-1538	354	1	business	business	NOUN
cana-1538	354	2	boosting	boost	VERB
cana-1538	354	3	through	through	ADP
cana-1538	354	4	sentiment	sentiment	NOUN
cana-1538	354	5	analysis	analysis	NOUN
cana-1538	354	6	using	use	VERB
cana-1538	354	7	artificial	artificial	ADJ
cana-1538	354	8	intelligence	intelligence	NOUN
cana-1538	354	9	approach	approach	NOUN
cana-1538	354	10	.	.	PUNCT
cana-1538	355	1	international	international	ADJ
cana-1538	355	2	journal	journal	PROPN
cana-1538	355	3	of	of	ADP
cana-1538	355	4	system	system	NOUN
cana-1538	355	5	assurance	assurance	NOUN
cana-1538	355	6	engineering	engineering	NOUN
cana-1538	355	7	and	and	CCONJ
cana-1538	355	8	management	management	NOUN
cana-1538	355	9	,	,	PUNCT
cana-1538	355	10	13(suppl	13(suppl	NUM
cana-1538	355	11	1	1	NUM
cana-1538	355	12	)	)	PUNCT
cana-1538	355	13	,	,	PUNCT
cana-1538	355	14	699	699	NUM
cana-1538	355	15	-	-	SYM
cana-1538	355	16	709	709	NUM
cana-1538	355	17	.	.	PUNCT
cana-1538	356	1	[	[	X
cana-1538	356	2	15	15	NUM
cana-1538	356	3	]	]	X
cana-1538	356	4	trisna	trisna	PROPN
cana-1538	356	5	,	,	PUNCT
cana-1538	356	6	k.	k.	PROPN
cana-1538	356	7	w.	w.	PROPN
cana-1538	356	8	,	,	PUNCT
cana-1538	356	9	&	&	CCONJ
cana-1538	356	10	jie	jie	PROPN
cana-1538	356	11	,	,	PUNCT
cana-1538	356	12	h.	h.	PROPN
cana-1538	356	13	j.	j.	PROPN
cana-1538	356	14	(	(	PUNCT
cana-1538	356	15	2022	2022	NUM
cana-1538	356	16	)	)	PUNCT
cana-1538	356	17	.	.	PUNCT
cana-1538	357	1	deep	deep	ADJ
cana-1538	357	2	learning	learn	VERB
cana-1538	357	3	approach	approach	NOUN
cana-1538	357	4	for	for	ADP
cana-1538	357	5	aspect	aspect	NOUN
cana-1538	357	6	-	-	PUNCT
cana-1538	357	7	based	base	VERB
cana-1538	357	8	sentiment	sentiment	NOUN
cana-1538	357	9	classification	classification	NOUN
cana-1538	357	10	:	:	PUNCT
cana-1538	357	11	a	a	DET
cana-1538	357	12	comparative	comparative	ADJ
cana-1538	357	13	review	review	NOUN
cana-1538	357	14	.	.	PUNCT
cana-1538	358	1	applied	apply	VERB
cana-1538	358	2	artificial	artificial	ADJ
cana-1538	358	3	intelligence	intelligence	NOUN
cana-1538	358	4	,	,	PUNCT
cana-1538	358	5	36(1	36(1	NUM
cana-1538	358	6	)	)	PUNCT
cana-1538	358	7	,	,	PUNCT
cana-1538	358	8	2014186	2014186	NUM
cana-1538	358	9	.	.	PUNCT
cana-1538	359	1	[	[	X
cana-1538	359	2	16	16	NUM
cana-1538	359	3	]	]	PUNCT
cana-1538	359	4	jain	jain	PROPN
cana-1538	359	5	,	,	PUNCT
cana-1538	359	6	p.	p.	PROPN
cana-1538	359	7	k.	k.	PROPN
cana-1538	359	8	,	,	PUNCT
cana-1538	359	9	pamula	pamula	NOUN
cana-1538	359	10	,	,	PUNCT
cana-1538	359	11	r.	r.	PROPN
cana-1538	359	12	,	,	PUNCT
cana-1538	359	13	&	&	CCONJ
cana-1538	359	14	srivastava	srivastava	PROPN
cana-1538	359	15	,	,	PUNCT
cana-1538	359	16	g.	g.	PROPN
cana-1538	359	17	(	(	PUNCT
cana-1538	359	18	2021	2021	NUM
cana-1538	359	19	)	)	PUNCT
cana-1538	359	20	.	.	PUNCT
cana-1538	360	1	a	a	DET
cana-1538	360	2	systematic	systematic	ADJ
cana-1538	360	3	literature	literature	NOUN
cana-1538	360	4	review	review	NOUN
cana-1538	360	5	on	on	ADP
cana-1538	360	6	machine	machine	NOUN
cana-1538	360	7	learning	learning	NOUN
cana-1538	360	8	applications	application	NOUN
cana-1538	360	9	for	for	ADP
cana-1538	360	10	consumer	consumer	NOUN
cana-1538	360	11	sentiment	sentiment	NOUN
cana-1538	360	12	analysis	analysis	NOUN
cana-1538	360	13	using	use	VERB
cana-1538	360	14	online	online	ADJ
cana-1538	360	15	reviews	review	NOUN
cana-1538	360	16	.	.	PUNCT
cana-1538	361	1	computer	computer	NOUN
cana-1538	361	2	science	science	PROPN
cana-1538	361	3	review	review	PROPN
cana-1538	361	4	,	,	PUNCT
cana-1538	361	5	41	41	NUM
cana-1538	361	6	,	,	PUNCT
cana-1538	361	7	100413	100413	NUM
cana-1538	361	8	.	.	PUNCT
cana-1538	362	1	[	[	X
cana-1538	362	2	17	17	NUM
cana-1538	362	3	]	]	SYM
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cana-1538	362	5	,	,	PUNCT
cana-1538	362	6	a.	a.	PROPN
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cana-1538	362	8	(	(	PUNCT
cana-1538	362	9	2022	2022	NUM
cana-1538	362	10	)	)	PUNCT
cana-1538	362	11	.	.	PUNCT
cana-1538	363	1	a	a	DET
cana-1538	363	2	sentiment	sentiment	NOUN
cana-1538	363	3	analysis	analysis	NOUN
cana-1538	363	4	method	method	NOUN
cana-1538	363	5	based	base	VERB
cana-1538	363	6	on	on	ADP
cana-1538	363	7	a	a	DET
cana-1538	363	8	blockchain	blockchain	NOUN
cana-1538	363	9	-	-	PUNCT
cana-1538	363	10	supported	support	VERB
cana-1538	363	11	long	long	ADJ
cana-1538	363	12	short	short	ADJ
cana-1538	363	13	-	-	PUNCT
cana-1538	363	14	term	term	NOUN
cana-1538	363	15	memory	memory	NOUN
cana-1538	363	16	deep	deep	ADJ
cana-1538	363	17	network	network	NOUN
cana-1538	363	18	.	.	PUNCT
cana-1538	364	1	sensors	sensor	NOUN
cana-1538	364	2	,	,	PUNCT
cana-1538	364	3	22(12	22(12	NUM
cana-1538	364	4	)	)	PUNCT
cana-1538	364	5	,	,	PUNCT
cana-1538	364	6	4419	4419	NUM
cana-1538	364	7	.	.	PUNCT
cana-1538	365	1	communications	communication	NOUN
cana-1538	365	2	on	on	ADP
cana-1538	365	3	applied	apply	VERB
cana-1538	365	4	nonlinear	nonlinear	ADJ
cana-1538	365	5	analysis	analysis	NOUN
cana-1538	365	6	issn	issn	NOUN
cana-1538	365	7	:	:	PUNCT
cana-1538	365	8	1074	1074	NUM
cana-1538	365	9	-	-	PUNCT
cana-1538	365	10	133x	133x	NUM
cana-1538	365	11	vol	vol	NOUN
cana-1538	365	12	31	31	NUM
cana-1538	365	13	no	no	NOUN
cana-1538	365	14	.	.	PUNCT
cana-1538	366	1	8s	8s	PROPN
cana-1538	366	2	(	(	PUNCT
cana-1538	366	3	2024	2024	NUM
cana-1538	366	4	)	)	PUNCT
cana-1538	366	5	474	474	NUM
cana-1538	366	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1538	367	1	[	[	X
cana-1538	367	2	18	18	NUM
cana-1538	367	3	]	]	X
cana-1538	367	4	dang	dang	PROPN
cana-1538	367	5	,	,	PUNCT
cana-1538	367	6	c.	c.	PROPN
cana-1538	367	7	n.	n.	PROPN
cana-1538	367	8	,	,	PUNCT
cana-1538	367	9	moreno	moreno	PROPN
cana-1538	367	10	-	-	PUNCT
cana-1538	367	11	garcía	garcía	ADJ
cana-1538	367	12	,	,	PUNCT
cana-1538	367	13	m.	m.	NOUN
cana-1538	367	14	n.	n.	PROPN
cana-1538	367	15	,	,	PUNCT
cana-1538	367	16	&	&	CCONJ
cana-1538	367	17	prieta	prieta	PROPN
cana-1538	367	18	,	,	PUNCT
cana-1538	367	19	f.	f.	PROPN
cana-1538	367	20	d.	d.	PROPN
cana-1538	367	21	l.	l.	PROPN
cana-1538	367	22	(	(	PUNCT
cana-1538	367	23	2021	2021	NUM
cana-1538	367	24	)	)	PUNCT
cana-1538	367	25	.	.	PUNCT
cana-1538	368	1	an	an	DET
cana-1538	368	2	approach	approach	NOUN
cana-1538	368	3	to	to	ADP
cana-1538	368	4	integrating	integrate	VERB
cana-1538	368	5	sentiment	sentiment	NOUN
cana-1538	368	6	analysis	analysis	NOUN
cana-1538	368	7	into	into	ADP
cana-1538	368	8	recommender	recommender	NOUN
cana-1538	368	9	systems	system	NOUN
cana-1538	368	10	.	.	PUNCT
cana-1538	369	1	sensors	sensor	NOUN
cana-1538	369	2	,	,	PUNCT
cana-1538	369	3	21(16	21(16	NOUN
cana-1538	369	4	)	)	PUNCT
cana-1538	369	5	,	,	PUNCT
cana-1538	369	6	5666	5666	NUM
cana-1538	369	7	.	.	PUNCT
cana-1538	370	1	[	[	X
cana-1538	370	2	19	19	NUM
cana-1538	370	3	]	]	X
cana-1538	370	4	hawladar	hawladar	NOUN
cana-1538	370	5	,	,	PUNCT
cana-1538	370	6	m.	m.	NOUN
cana-1538	370	7	,	,	PUNCT
cana-1538	370	8	ghosh	ghosh	PROPN
cana-1538	370	9	,	,	PUNCT
cana-1538	370	10	a.	a.	PROPN
cana-1538	370	11	,	,	PUNCT
cana-1538	370	12	raad	raad	PROPN
cana-1538	370	13	,	,	PUNCT
cana-1538	370	14	z.	z.	PROPN
cana-1538	370	15	k.	k.	PROPN
cana-1538	370	16	,	,	PUNCT
cana-1538	370	17	chowdhury	chowdhury	PROPN
cana-1538	370	18	,	,	PUNCT
cana-1538	370	19	w.	w.	PROPN
cana-1538	370	20	a.	a.	PROPN
cana-1538	370	21	,	,	PUNCT
cana-1538	370	22	&	&	CCONJ
cana-1538	370	23	shehan	shehan	PROPN
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cana-1538	370	25	m.	m.	NOUN
cana-1538	370	26	s.	s.	PROPN
cana-1538	370	27	h.	h.	PROPN
cana-1538	370	28	(	(	PUNCT
cana-1538	370	29	2021	2021	NUM
cana-1538	370	30	)	)	PUNCT
cana-1538	370	31	.	.	PUNCT
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cana-1538	371	2	product	product	NOUN
cana-1538	371	3	reviews	review	NOUN
cana-1538	371	4	sentiment	sentiment	NOUN
cana-1538	371	5	analysis	analysis	NOUN
cana-1538	371	6	using	use	VERB
cana-1538	371	7	supervised	supervised	ADJ
cana-1538	371	8	learning	learning	NOUN
cana-1538	371	9	algorithms	algorithm	NOUN
cana-1538	371	10	(	(	PUNCT
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cana-1538	371	12	dissertation	dissertation	NOUN
cana-1538	371	13	,	,	PUNCT
cana-1538	371	14	brac	brac	PROPN
cana-1538	371	15	university	university	PROPN
cana-1538	371	16	)	)	PUNCT
cana-1538	371	17	.	.	PUNCT
cana-1538	372	1	[	[	X
cana-1538	372	2	20	20	NUM
cana-1538	372	3	]	]	PUNCT
cana-1538	372	4	jain	jain	NOUN
cana-1538	372	5	,	,	PUNCT
cana-1538	372	6	p.	p.	PROPN
cana-1538	372	7	k.	k.	PROPN
cana-1538	372	8	,	,	PUNCT
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cana-1538	372	10	,	,	PUNCT
cana-1538	372	11	r.	r.	PROPN
cana-1538	372	12	,	,	PUNCT
cana-1538	372	13	&	&	CCONJ
cana-1538	372	14	srivastava	srivastava	PROPN
cana-1538	372	15	,	,	PUNCT
cana-1538	372	16	g.	g.	PROPN
cana-1538	372	17	(	(	PUNCT
cana-1538	372	18	2021	2021	NUM
cana-1538	372	19	)	)	PUNCT
cana-1538	372	20	.	.	PUNCT
cana-1538	373	1	a	a	DET
cana-1538	373	2	systematic	systematic	ADJ
cana-1538	373	3	literature	literature	NOUN
cana-1538	373	4	review	review	NOUN
cana-1538	373	5	on	on	ADP
cana-1538	373	6	machine	machine	NOUN
cana-1538	373	7	learning	learning	NOUN
cana-1538	373	8	applications	application	NOUN
cana-1538	373	9	for	for	ADP
cana-1538	373	10	consumer	consumer	NOUN
cana-1538	373	11	sentiment	sentiment	NOUN
cana-1538	373	12	analysis	analysis	NOUN
cana-1538	373	13	using	use	VERB
cana-1538	373	14	online	online	ADJ
cana-1538	373	15	reviews	review	NOUN
cana-1538	373	16	.	.	PUNCT
cana-1538	374	1	computer	computer	NOUN
cana-1538	374	2	science	science	PROPN
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cana-1538	374	4	,	,	PUNCT
cana-1538	374	5	41	41	NUM
cana-1538	374	6	,	,	PUNCT
cana-1538	374	7	100413	100413	NUM
cana-1538	374	8	.	.	PUNCT
cana-1538	375	1	[	[	X
cana-1538	375	2	21	21	NUM
cana-1538	375	3	]	]	X
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cana-1538	375	5	,	,	PUNCT
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cana-1538	375	7	(	(	PUNCT
cana-1538	375	8	2021	2021	NUM
cana-1538	375	9	)	)	PUNCT
cana-1538	375	10	.	.	PUNCT
cana-1538	376	1	statistics	statistic	NOUN
cana-1538	376	2	-	-	PUNCT
cana-1538	376	3	based	base	VERB
cana-1538	376	4	anomaly	anomaly	NOUN
cana-1538	376	5	detection	detection	NOUN
cana-1538	376	6	and	and	CCONJ
cana-1538	376	7	correction	correction	NOUN
cana-1538	376	8	method	method	NOUN
cana-1538	376	9	for	for	ADP
cana-1538	376	10	amazon	amazon	NOUN
cana-1538	376	11	customer	customer	NOUN
cana-1538	376	12	reviews	review	NOUN
cana-1538	376	13	(	(	PUNCT
cana-1538	376	14	doctoral	doctoral	ADJ
cana-1538	376	15	dissertation	dissertation	NOUN
cana-1538	376	16	,	,	PUNCT
cana-1538	376	17	new	new	PROPN
cana-1538	376	18	jersey	jersey	PROPN
cana-1538	376	19	institute	institute	PROPN
cana-1538	376	20	of	of	ADP
cana-1538	376	21	technology	technology	NOUN
cana-1538	376	22	)	)	PUNCT
cana-1538	376	23	.	.	PUNCT
cana-1538	377	1	[	[	X
cana-1538	377	2	22	22	NUM
cana-1538	377	3	]	]	X
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cana-1538	377	5	,	,	PUNCT
cana-1538	377	6	m.	m.	NOUN
cana-1538	377	7	,	,	PUNCT
cana-1538	377	8	kasri	kasri	PROPN
cana-1538	377	9	,	,	PUNCT
cana-1538	377	10	m.	m.	NOUN
cana-1538	377	11	,	,	PUNCT
cana-1538	377	12	&	&	CCONJ
cana-1538	377	13	beni	beni	ADJ
cana-1538	377	14	-	-	ADJ
cana-1538	377	15	hssane	hssane	PROPN
cana-1538	377	16	,	,	PUNCT
cana-1538	377	17	a.	a.	NOUN
cana-1538	377	18	(	(	PUNCT
cana-1538	377	19	2021	2021	NUM
cana-1538	377	20	)	)	PUNCT
cana-1538	377	21	.	.	PUNCT
cana-1538	378	1	a	a	DET
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cana-1538	378	3	survey	survey	NOUN
cana-1538	378	4	on	on	ADP
cana-1538	378	5	sentiment	sentiment	NOUN
cana-1538	378	6	analysis	analysis	NOUN
cana-1538	378	7	:	:	PUNCT
cana-1538	378	8	approaches	approach	NOUN
cana-1538	378	9	,	,	PUNCT
cana-1538	378	10	challenges	challenge	NOUN
cana-1538	378	11	and	and	CCONJ
cana-1538	378	12	trends	trend	NOUN
cana-1538	378	13	.	.	PUNCT
cana-1538	379	1	knowledge	knowledge	NOUN
cana-1538	379	2	-	-	PUNCT
cana-1538	379	3	based	base	VERB
cana-1538	379	4	systems	system	NOUN
cana-1538	379	5	,	,	PUNCT
cana-1538	379	6	226	226	NUM
cana-1538	379	7	,	,	PUNCT
cana-1538	379	8	107134	107134	NUM
cana-1538	379	9	.	.	PUNCT
cana-1538	380	1	[	[	X
cana-1538	380	2	23	23	NUM
cana-1538	380	3	]	]	X
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cana-1538	380	5	,	,	PUNCT
cana-1538	380	6	c.	c.	PROPN
cana-1538	380	7	l.	l.	PROPN
cana-1538	380	8	,	,	PUNCT
cana-1538	380	9	halter	halter	PROPN
cana-1538	380	10	,	,	PUNCT
cana-1538	380	11	r.	r.	PROPN
cana-1538	380	12	,	,	PUNCT
cana-1538	380	13	kotz	kotz	PROPN
cana-1538	380	14	,	,	PUNCT
cana-1538	380	15	d.	d.	PROPN
cana-1538	380	16	,	,	PUNCT
cana-1538	380	17	loeb	loeb	PROPN
cana-1538	380	18	,	,	PUNCT
cana-1538	380	19	l.	l.	PROPN
cana-1538	380	20	,	,	PUNCT
cana-1538	380	21	cook	cook	PROPN
cana-1538	380	22	,	,	PUNCT
cana-1538	380	23	s.	s.	PROPN
cana-1538	380	24	,	,	PUNCT
cana-1538	380	25	pidgeon	pidgeon	PROPN
cana-1538	380	26	,	,	PUNCT
cana-1538	380	27	d.	d.	PROPN
cana-1538	380	28	,	,	PUNCT
cana-1538	380	29	...	...	PUNCT
cana-1538	380	30	&	&	CCONJ
cana-1538	380	31	batsis	batsis	NOUN
cana-1538	380	32	,	,	PUNCT
cana-1538	380	33	j.	j.	PROPN
cana-1538	380	34	a.	a.	PROPN
cana-1538	380	35	(	(	PUNCT
cana-1538	380	36	2020	2020	NUM
cana-1538	380	37	)	)	PUNCT
cana-1538	380	38	.	.	PUNCT
cana-1538	381	1	using	use	VERB
cana-1538	381	2	natural	natural	ADJ
cana-1538	381	3	language	language	NOUN
cana-1538	381	4	processing	processing	NOUN
cana-1538	381	5	and	and	CCONJ
cana-1538	381	6	sentiment	sentiment	NOUN
cana-1538	381	7	analysis	analysis	NOUN
cana-1538	381	8	to	to	PART
cana-1538	381	9	augment	augment	VERB
cana-1538	381	10	traditional	traditional	ADJ
cana-1538	381	11	user	user	NOUN
cana-1538	381	12	-	-	PUNCT
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cana-1538	381	15	:	:	PUNCT
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cana-1538	381	17	and	and	CCONJ
cana-1538	381	18	usability	usability	NOUN
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cana-1538	381	20	.	.	PUNCT
cana-1538	382	1	jmir	jmir	PROPN
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cana-1538	382	3	and	and	CCONJ
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cana-1538	382	5	,	,	PUNCT
cana-1538	382	6	8(8	8(8	NUM
cana-1538	382	7	)	)	PUNCT
cana-1538	382	8	,	,	PUNCT
cana-1538	382	9	e16862	e16862	NOUN
cana-1538	382	10	.	.	PUNCT
cana-1538	383	1	[	[	X
cana-1538	383	2	24	24	NUM
cana-1538	383	3	]	]	SYM
cana-1538	383	4	kumar	kumar	PROPN
cana-1538	383	5	,	,	PUNCT
cana-1538	383	6	a.	a.	PROPN
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cana-1538	383	8	&	&	CCONJ
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cana-1538	383	10	,	,	PUNCT
cana-1538	383	11	a.	a.	NOUN
cana-1538	383	12	(	(	PUNCT
cana-1538	383	13	2020	2020	NUM
cana-1538	383	14	)	)	PUNCT
cana-1538	383	15	.	.	PUNCT
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cana-1538	384	2	literature	literature	PROPN
cana-1538	384	3	review	review	PROPN
cana-1538	384	4	of	of	ADP
cana-1538	384	5	sentiment	sentiment	NOUN
cana-1538	384	6	analysis	analysis	NOUN
cana-1538	384	7	on	on	ADP
cana-1538	384	8	twitter	twitter	NOUN
cana-1538	384	9	using	use	VERB
cana-1538	384	10	soft	soft	ADJ
cana-1538	384	11	computing	computing	NOUN
cana-1538	384	12	techniques	technique	NOUN
cana-1538	384	13	.	.	PUNCT
cana-1538	385	1	concurrency	concurrency	NOUN
cana-1538	385	2	and	and	CCONJ
cana-1538	385	3	computation	computation	NOUN
cana-1538	385	4	:	:	PUNCT
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cana-1538	385	7	experience	experience	NOUN
cana-1538	385	8	,	,	PUNCT
cana-1538	385	9	32(1	32(1	NUM
cana-1538	385	10	)	)	PUNCT
cana-1538	385	11	,	,	PUNCT
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cana-1538	385	13	.	.	PUNCT
cana-1538	386	1	[	[	X
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cana-1538	386	3	]	]	PUNCT
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cana-1538	386	5	,	,	PUNCT
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cana-1538	386	17	(	(	PUNCT
cana-1538	386	18	2021	2021	NUM
cana-1538	386	19	)	)	PUNCT
cana-1538	386	20	.	.	PUNCT
cana-1538	387	1	a	a	DET
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cana-1538	387	5	on	on	ADP
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cana-1538	387	10	consumer	consumer	NOUN
cana-1538	387	11	sentiment	sentiment	NOUN
cana-1538	387	12	analysis	analysis	NOUN
cana-1538	387	13	using	use	VERB
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cana-1538	387	15	reviews	review	NOUN
cana-1538	387	16	.	.	PUNCT
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cana-1538	388	4	,	,	PUNCT
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cana-1538	388	8	.	.	PUNCT
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cana-1538	389	12	&	&	CCONJ
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cana-1538	389	14	,	,	PUNCT
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cana-1538	389	16	(	(	PUNCT
cana-1538	389	17	2021	2021	NUM
cana-1538	389	18	)	)	PUNCT
cana-1538	389	19	.	.	PUNCT
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cana-1538	390	8	comply	comply	ADV
cana-1538	390	9	with	with	ADP
cana-1538	390	10	their	their	PRON
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cana-1538	390	13	.	.	PUNCT
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cana-1538	391	4	.	.	PUNCT
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cana-1538	392	16	k.	k.	PROPN
cana-1538	392	17	p.	p.	PROPN
cana-1538	392	18	,	,	PUNCT
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cana-1538	392	20	,	,	PUNCT
cana-1538	392	21	d.	d.	PROPN
cana-1538	392	22	m.	m.	PROPN
cana-1538	392	23	,	,	PUNCT
cana-1538	392	24	&	&	CCONJ
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cana-1538	392	26	,	,	PUNCT
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cana-1538	392	28	(	(	PUNCT
cana-1538	392	29	2020	2020	NUM
cana-1538	392	30	)	)	PUNCT
cana-1538	392	31	.	.	PUNCT
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cana-1538	393	6	:	:	PUNCT
cana-1538	393	7	a	a	DET
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cana-1538	393	9	survey	survey	NOUN
cana-1538	393	10	using	use	VERB
cana-1538	393	11	text	text	NOUN
cana-1538	393	12	,	,	PUNCT
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cana-1538	393	14	,	,	PUNCT
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cana-1538	393	16	and	and	CCONJ
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cana-1538	393	19	.	.	PUNCT
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cana-1538	394	7	,	,	PUNCT
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cana-1538	394	9	,	,	PUNCT
cana-1538	394	10	102447	102447	NUM
cana-1538	394	11	.	.	PUNCT
cana-1538	395	1	[	[	X
cana-1538	395	2	28	28	NUM
cana-1538	395	3	]	]	X
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cana-1538	395	5	,	,	PUNCT
cana-1538	395	6	s.a	s.a	PROPN
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cana-1538	395	8	;	;	PUNCT
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cana-1538	395	10	,	,	PUNCT
cana-1538	395	11	n.s	n.s	PROPN
cana-1538	395	12	.	.	PROPN
cana-1538	396	1	a	a	DET
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cana-1538	396	5	analysis	analysis	NOUN
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cana-1538	396	13	.	.	PUNCT
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cana-1538	400	1	sci	sci	PROPN
cana-1538	400	2	.	.	PUNCT
cana-1538	400	3	appl	appl	PROPN
cana-1538	400	4	.	.	PROPN
cana-1538	401	1	2019	2019	NUM
cana-1538	401	2	,	,	PUNCT
cana-1538	401	3	10	10	NUM
cana-1538	401	4	,	,	PUNCT
cana-1538	401	5	608–617	608–617	NUM
cana-1538	401	6	.	.	PUNCT
cana-1538	402	1	[	[	X
cana-1538	402	2	29	29	NUM
cana-1538	402	3	]	]	X
cana-1538	402	4	shoumy	shoumy	PROPN
cana-1538	402	5	,	,	PUNCT
cana-1538	402	6	n.	n.	PROPN
cana-1538	402	7	j.	j.	PROPN
cana-1538	402	8	,	,	PUNCT
cana-1538	402	9	ang	ang	PROPN
cana-1538	402	10	,	,	PUNCT
cana-1538	402	11	l.	l.	PROPN
cana-1538	402	12	m.	m.	PROPN
cana-1538	402	13	,	,	PUNCT
cana-1538	402	14	seng	seng	PROPN
cana-1538	402	15	,	,	PUNCT
cana-1538	402	16	k.	k.	PROPN
cana-1538	402	17	p.	p.	PROPN
cana-1538	402	18	,	,	PUNCT
cana-1538	402	19	rahaman	rahaman	NOUN
cana-1538	402	20	,	,	PUNCT
cana-1538	402	21	d.	d.	PROPN
cana-1538	402	22	m.	m.	PROPN
cana-1538	402	23	,	,	PUNCT
cana-1538	402	24	&	&	CCONJ
cana-1538	402	25	zia	zia	PROPN
cana-1538	402	26	,	,	PUNCT
cana-1538	402	27	t.	t.	PROPN
cana-1538	402	28	(	(	PUNCT
cana-1538	402	29	2020	2020	NUM
cana-1538	402	30	)	)	PUNCT
cana-1538	402	31	.	.	PUNCT
cana-1538	403	1	multimodal	multimodal	ADJ
cana-1538	403	2	big	big	ADJ
cana-1538	403	3	data	data	NOUN
cana-1538	403	4	affective	affective	NOUN
cana-1538	403	5	analytics	analytic	NOUN
cana-1538	403	6	:	:	PUNCT
cana-1538	403	7	a	a	DET
cana-1538	403	8	comprehensive	comprehensive	ADJ
cana-1538	403	9	survey	survey	NOUN
cana-1538	403	10	using	use	VERB
cana-1538	403	11	text	text	NOUN
cana-1538	403	12	,	,	PUNCT
cana-1538	403	13	audio	audio	NOUN
cana-1538	403	14	,	,	PUNCT
cana-1538	403	15	visual	visual	ADJ
cana-1538	403	16	and	and	CCONJ
cana-1538	403	17	physiological	physiological	ADJ
cana-1538	403	18	signals	signal	NOUN
cana-1538	403	19	.	.	PUNCT
cana-1538	404	1	journal	journal	PROPN
cana-1538	404	2	of	of	ADP
cana-1538	404	3	network	network	NOUN
cana-1538	404	4	and	and	CCONJ
cana-1538	404	5	computer	computer	NOUN
cana-1538	404	6	applications	application	NOUN
cana-1538	404	7	,	,	PUNCT
cana-1538	404	8	149	149	NUM
cana-1538	404	9	,	,	PUNCT
cana-1538	404	10	102447	102447	NUM
cana-1538	404	11	.	.	PUNCT
cana-1538	405	1	[	[	X
cana-1538	405	2	30	30	NUM
cana-1538	405	3	]	]	X
cana-1538	405	4	nguyen	nguyen	NOUN
cana-1538	405	5	,	,	PUNCT
cana-1538	405	6	h.	h.	NOUN
cana-1538	405	7	;	;	PUNCT
cana-1538	405	8	veluchamy	veluchamy	NOUN
cana-1538	405	9	,	,	PUNCT
cana-1538	405	10	a.	a.	NOUN
cana-1538	405	11	;	;	PUNCT
cana-1538	405	12	diop	diop	PROPN
cana-1538	405	13	,	,	PUNCT
cana-1538	405	14	m.	m.	NOUN
cana-1538	405	15	;	;	PUNCT
cana-1538	405	16	iqbal	iqbal	PROPN
cana-1538	405	17	,	,	PUNCT
cana-1538	405	18	r.	r.	PROPN
cana-1538	405	19	comparative	comparative	PROPN
cana-1538	405	20	study	study	NOUN
cana-1538	405	21	of	of	ADP
cana-1538	405	22	sentiment	sentiment	NOUN
cana-1538	405	23	analysis	analysis	NOUN
cana-1538	405	24	with	with	ADP
cana-1538	405	25	product	product	NOUN
cana-1538	405	26	reviews	review	NOUN
cana-1538	405	27	using	use	VERB
cana-1538	405	28	machine	machine	NOUN
cana-1538	405	29	learning	learning	NOUN
cana-1538	405	30	and	and	CCONJ
cana-1538	405	31	lexicon	lexicon	NOUN
cana-1538	405	32	-	-	PUNCT
cana-1538	405	33	based	base	VERB
cana-1538	405	34	approaches	approach	NOUN
cana-1538	405	35	.	.	PUNCT
cana-1538	406	1	smu	smu	PROPN
cana-1538	406	2	data	data	PROPN
cana-1538	406	3	sci	sci	PROPN
cana-1538	406	4	.	.	PUNCT
cana-1538	406	5	rev	rev	PROPN
cana-1538	406	6	.	.	PROPN
cana-1538	406	7	2018	2018	NUM
cana-1538	406	8	,	,	PUNCT
cana-1538	406	9	1	1	NUM
cana-1538	406	10	,	,	PUNCT
cana-1538	406	11	7	7	NUM
cana-1538	406	12	.	.	PUNCT
cana-1538	407	1	[	[	X
cana-1538	407	2	31	31	NUM
cana-1538	407	3	]	]	X
cana-1538	407	4	seo	seo	NOUN
cana-1538	407	5	,	,	PUNCT
cana-1538	407	6	s.	s.	PROPN
cana-1538	407	7	,	,	PUNCT
cana-1538	407	8	kim	kim	PROPN
cana-1538	407	9	,	,	PUNCT
cana-1538	407	10	c.	c.	PROPN
cana-1538	407	11	,	,	PUNCT
cana-1538	407	12	kim	kim	PROPN
cana-1538	407	13	,	,	PUNCT
cana-1538	407	14	h.	h.	PROPN
cana-1538	407	15	,	,	PUNCT
cana-1538	407	16	mo	mo	PROPN
cana-1538	407	17	,	,	PUNCT
cana-1538	407	18	k.	k.	PROPN
cana-1538	407	19	,	,	PUNCT
cana-1538	407	20	&	&	CCONJ
cana-1538	407	21	kang	kang	PROPN
cana-1538	407	22	,	,	PUNCT
cana-1538	407	23	p.	p.	NOUN
cana-1538	407	24	(	(	PUNCT
cana-1538	407	25	2020	2020	NUM
cana-1538	407	26	)	)	PUNCT
cana-1538	407	27	.	.	PUNCT
cana-1538	408	1	comparative	comparative	ADJ
cana-1538	408	2	study	study	NOUN
cana-1538	408	3	of	of	ADP
cana-1538	408	4	deep	deep	ADJ
cana-1538	408	5	learning	learning	NOUN
cana-1538	408	6	-	-	PUNCT
cana-1538	408	7	based	base	VERB
cana-1538	408	8	sentiment	sentiment	NOUN
cana-1538	408	9	classification	classification	NOUN
cana-1538	408	10	.	.	PUNCT
cana-1538	409	1	ieee	ieee	NOUN
cana-1538	409	2	access	access	NOUN
cana-1538	409	3	,	,	PUNCT
cana-1538	409	4	8	8	NUM
cana-1538	409	5	,	,	PUNCT
cana-1538	409	6	6861	6861	NUM
cana-1538	409	7	-	-	SYM
cana-1538	409	8	6875	6875	NUM
cana-1538	409	9	.	.	PUNCT