id	sid	tid	token	lemma	pos
easat-5898	1	1	edelweiss	edelweiss	PROPN
easat-5898	1	2	applied	apply	VERB
easat-5898	1	3	science	science	NOUN
easat-5898	1	4	and	and	CCONJ
easat-5898	1	5	technology	technology	NOUN
easat-5898	1	6	issn	issn	PROPN
easat-5898	1	7	:	:	PUNCT
easat-5898	1	8	2576	2576	NUM
easat-5898	1	9	-	-	SYM
easat-5898	1	10	8484	8484	NUM
easat-5898	1	11	vol	vol	NOUN
easat-5898	1	12	.	.	PROPN
easat-5898	2	1	9	9	NUM
easat-5898	2	2	,	,	PUNCT
easat-5898	2	3	no	no	INTJ
easat-5898	2	4	.	.	NOUN
easat-5898	2	5	3	3	NUM
easat-5898	2	6	,	,	PUNCT
easat-5898	2	7	2987	2987	NUM
easat-5898	2	8	-	-	SYM
easat-5898	2	9	2992	2992	NUM
easat-5898	2	10	2025	2025	NUM
easat-5898	2	11	publisher	publisher	NOUN
easat-5898	2	12	:	:	PUNCT
easat-5898	2	13	learning	learn	VERB
easat-5898	2	14	gate	gate	NOUN
easat-5898	2	15	doi	doi	PROPN
easat-5898	2	16	:	:	PUNCT
easat-5898	2	17	10.55214/25768484.v9i3.5898	10.55214/25768484.v9i3.5898	PROPN
easat-5898	2	18	©	©	PROPN
easat-5898	2	19	2025	2025	NUM
easat-5898	2	20	by	by	ADP
easat-5898	2	21	the	the	DET
easat-5898	2	22	authors	author	NOUN
easat-5898	2	23	;	;	PUNCT
easat-5898	2	24	licensee	licensee	PROPN
easat-5898	2	25	learning	learning	NOUN
easat-5898	2	26	gate	gate	NOUN
easat-5898	3	1	©	©	PROPN
easat-5898	3	2	2025	2025	NUM
easat-5898	3	3	by	by	ADP
easat-5898	3	4	the	the	DET
easat-5898	3	5	authors	author	NOUN
easat-5898	3	6	;	;	PUNCT
easat-5898	3	7	licensee	licensee	PROPN
easat-5898	3	8	learning	learning	NOUN
easat-5898	3	9	gate	gate	NOUN
easat-5898	3	10	history	history	NOUN
easat-5898	3	11	:	:	PUNCT
easat-5898	3	12	received	receive	VERB
easat-5898	3	13	:	:	PUNCT
easat-5898	3	14	28	28	NUM
easat-5898	3	15	january	january	NOUN
easat-5898	3	16	2025	2025	NUM
easat-5898	3	17	;	;	PUNCT
easat-5898	3	18	revised	revise	VERB
easat-5898	3	19	:	:	PUNCT
easat-5898	3	20	20	20	NUM
easat-5898	3	21	march	march	NOUN
easat-5898	3	22	2025	2025	NUM
easat-5898	3	23	;	;	PUNCT
easat-5898	3	24	accepted	accept	VERB
easat-5898	3	25	:	:	PUNCT
easat-5898	3	26	25	25	NUM
easat-5898	3	27	march	march	NOUN
easat-5898	3	28	2025	2025	NUM
easat-5898	3	29	;	;	PUNCT
easat-5898	3	30	published	publish	VERB
easat-5898	3	31	:	:	PUNCT
easat-5898	3	32	29	29	NUM
easat-5898	3	33	march	march	NOUN
easat-5898	3	34	2025	2025	NUM
easat-5898	3	35	*	*	PUNCT
easat-5898	3	36	correspondence	correspondence	NOUN
easat-5898	3	37	:	:	PUNCT
easat-5898	3	38	nygirl@konkuk.ac.kr	nygirl@konkuk.ac.kr	ADV
easat-5898	3	39	enhancing	enhance	VERB
easat-5898	3	40	emotion	emotion	NOUN
easat-5898	3	41	analysis	analysis	NOUN
easat-5898	3	42	through	through	ADP
easat-5898	3	43	valence	valence	NOUN
easat-5898	3	44	-	-	PUNCT
easat-5898	3	45	arousal	arousal	NOUN
easat-5898	3	46	modeling	modeling	NOUN
easat-5898	3	47	with	with	ADP
easat-5898	3	48	user	user	NOUN
easat-5898	3	49	and	and	CCONJ
easat-5898	3	50	ai	ai	VERB
easat-5898	3	51	evaluations	evaluation	NOUN
easat-5898	3	52	wookyaung	wookyaung	PROPN
easat-5898	3	53	jin1	jin1	PROPN
easat-5898	3	54	,	,	PUNCT
easat-5898	3	55	hyunjung	hyunjung	PROPN
easat-5898	3	56	kim2	kim2	PROPN
easat-5898	3	57	*	*	PROPN
easat-5898	3	58	1konkuk	1konkuk	NUM
easat-5898	3	59	university	university	NOUN
easat-5898	3	60	,	,	PUNCT
easat-5898	3	61	the	the	DET
easat-5898	3	62	graduate	graduate	ADJ
easat-5898	3	63	school	school	NOUN
easat-5898	3	64	of	of	ADP
easat-5898	3	65	information	information	NOUN
easat-5898	3	66	&	&	CCONJ
easat-5898	3	67	communication	communication	NOUN
easat-5898	3	68	,	,	PUNCT
easat-5898	3	69	department	department	NOUN
easat-5898	3	70	of	of	ADP
easat-5898	3	71	convergence	convergence	NOUN
easat-5898	3	72	information	information	NOUN
easat-5898	3	73	technology	technology	NOUN
easat-5898	3	74	(	(	PUNCT
easat-5898	3	75	artificial	artificial	ADJ
easat-5898	3	76	intelligence	intelligence	NOUN
easat-5898	3	77	major	major	NOUN
easat-5898	3	78	)	)	PUNCT
easat-5898	3	79	,	,	PUNCT
easat-5898	3	80	seoul	seoul	PROPN
easat-5898	3	81	,	,	PUNCT
easat-5898	3	82	republic	republic	NOUN
easat-5898	3	83	of	of	ADP
easat-5898	3	84	korea	korea	PROPN
easat-5898	3	85	.	.	PUNCT
easat-5898	4	1	2konkuk	2konkuk	NUM
easat-5898	4	2	university	university	NOUN
easat-5898	4	3	,	,	PUNCT
easat-5898	4	4	sanghuh	sanghuh	PROPN
easat-5898	4	5	college	college	PROPN
easat-5898	4	6	and	and	CCONJ
easat-5898	4	7	the	the	DET
easat-5898	4	8	graduate	graduate	ADJ
easat-5898	4	9	school	school	NOUN
easat-5898	4	10	of	of	ADP
easat-5898	4	11	information	information	NOUN
easat-5898	4	12	&	&	CCONJ
easat-5898	4	13	communication	communication	NOUN
easat-5898	4	14	,	,	PUNCT
easat-5898	4	15	department	department	NOUN
easat-5898	4	16	of	of	ADP
easat-5898	4	17	convergence	convergence	NOUN
easat-5898	4	18	information	information	NOUN
easat-5898	4	19	technology	technology	NOUN
easat-5898	4	20	(	(	PUNCT
easat-5898	4	21	artificial	artificial	ADJ
easat-5898	4	22	intelligence	intelligence	NOUN
easat-5898	4	23	major	major	NOUN
easat-5898	4	24	)	)	PUNCT
easat-5898	4	25	,	,	PUNCT
easat-5898	4	26	seoul	seoul	PROPN
easat-5898	4	27	,	,	PUNCT
easat-5898	4	28	republic	republic	NOUN
easat-5898	4	29	of	of	ADP
easat-5898	4	30	korea	korea	PROPN
easat-5898	4	31	;	;	PUNCT
easat-5898	4	32	nygirl@konkuk.ac.kr	nygirl@konkuk.ac.kr	X
easat-5898	4	33	(	(	PUNCT
easat-5898	4	34	h.j.k	h.j.k	NOUN
easat-5898	4	35	.	.	PUNCT
easat-5898	4	36	)	)	PUNCT
easat-5898	4	37	.	.	PUNCT
easat-5898	5	1	abstract	abstract	ADV
easat-5898	5	2	:	:	PUNCT
easat-5898	5	3	with	with	ADP
easat-5898	5	4	the	the	DET
easat-5898	5	5	advancement	advancement	NOUN
easat-5898	5	6	of	of	ADP
easat-5898	5	7	text	text	NOUN
easat-5898	5	8	mining	mining	NOUN
easat-5898	5	9	and	and	CCONJ
easat-5898	5	10	natural	natural	ADJ
easat-5898	5	11	language	language	NOUN
easat-5898	5	12	processing	processing	NOUN
easat-5898	5	13	technologies	technology	NOUN
easat-5898	5	14	,	,	PUNCT
easat-5898	5	15	sentiment	sentiment	NOUN
easat-5898	5	16	analysis	analysis	NOUN
easat-5898	5	17	has	have	AUX
easat-5898	5	18	found	find	VERB
easat-5898	5	19	widespread	widespread	ADJ
easat-5898	5	20	application	application	NOUN
easat-5898	5	21	across	across	ADP
easat-5898	5	22	various	various	ADJ
easat-5898	5	23	fields	field	NOUN
easat-5898	5	24	.	.	PUNCT
easat-5898	6	1	however	however	ADV
easat-5898	6	2	,	,	PUNCT
easat-5898	6	3	current	current	ADJ
easat-5898	6	4	research	research	NOUN
easat-5898	6	5	often	often	ADV
easat-5898	6	6	emphasizes	emphasize	VERB
easat-5898	6	7	binary	binary	ADJ
easat-5898	6	8	or	or	CCONJ
easat-5898	6	9	multi	multi	ADJ
easat-5898	6	10	-	-	ADJ
easat-5898	6	11	class	class	ADJ
easat-5898	6	12	classifications	classification	NOUN
easat-5898	6	13	,	,	PUNCT
easat-5898	6	14	which	which	PRON
easat-5898	6	15	fail	fail	VERB
easat-5898	6	16	to	to	PART
easat-5898	6	17	capture	capture	VERB
easat-5898	6	18	the	the	DET
easat-5898	6	19	full	full	ADJ
easat-5898	6	20	spectrum	spectrum	NOUN
easat-5898	6	21	of	of	ADP
easat-5898	6	22	human	human	ADJ
easat-5898	6	23	emotions	emotion	NOUN
easat-5898	6	24	.	.	PUNCT
easat-5898	7	1	to	to	PART
easat-5898	7	2	address	address	VERB
easat-5898	7	3	this	this	DET
easat-5898	7	4	issue	issue	NOUN
easat-5898	7	5	,	,	PUNCT
easat-5898	7	6	the	the	DET
easat-5898	7	7	valence	valence	NOUN
easat-5898	7	8	-	-	PUNCT
easat-5898	7	9	arousal	arousal	NOUN
easat-5898	7	10	(	(	PUNCT
easat-5898	7	11	va	va	NOUN
easat-5898	7	12	)	)	PUNCT
easat-5898	7	13	model	model	NOUN
easat-5898	7	14	has	have	AUX
easat-5898	7	15	been	be	AUX
easat-5898	7	16	proposed	propose	VERB
easat-5898	7	17	but	but	CCONJ
easat-5898	7	18	encounters	encounter	VERB
easat-5898	7	19	challenges	challenge	NOUN
easat-5898	7	20	such	such	ADJ
easat-5898	7	21	as	as	ADP
easat-5898	7	22	data	datum	NOUN
easat-5898	7	23	imbalance	imbalance	NOUN
easat-5898	7	24	and	and	CCONJ
easat-5898	7	25	subjective	subjective	ADJ
easat-5898	7	26	labeling	labeling	NOUN
easat-5898	7	27	.	.	PUNCT
easat-5898	8	1	this	this	DET
easat-5898	8	2	study	study	NOUN
easat-5898	8	3	presents	present	VERB
easat-5898	8	4	a	a	DET
easat-5898	8	5	novel	novel	ADJ
easat-5898	8	6	approach	approach	NOUN
easat-5898	8	7	that	that	PRON
easat-5898	8	8	integrates	integrate	VERB
easat-5898	8	9	large	large	ADJ
easat-5898	8	10	language	language	NOUN
easat-5898	8	11	models	model	NOUN
easat-5898	8	12	with	with	ADP
easat-5898	8	13	user	user	NOUN
easat-5898	8	14	evaluations	evaluation	NOUN
easat-5898	8	15	and	and	CCONJ
easat-5898	8	16	employs	employ	VERB
easat-5898	8	17	relevant	relevant	ADJ
easat-5898	8	18	augmented	augment	VERB
easat-5898	8	19	generation	generation	NOUN
easat-5898	8	20	techniques	technique	NOUN
easat-5898	8	21	to	to	PART
easat-5898	8	22	enhance	enhance	VERB
easat-5898	8	23	data	datum	NOUN
easat-5898	8	24	quality	quality	NOUN
easat-5898	8	25	and	and	CCONJ
easat-5898	8	26	consistency	consistency	NOUN
easat-5898	8	27	.	.	PUNCT
easat-5898	9	1	in	in	ADP
easat-5898	9	2	addition	addition	NOUN
easat-5898	9	3	,	,	PUNCT
easat-5898	9	4	the	the	DET
easat-5898	9	5	va	va	PROPN
easat-5898	9	6	data	data	PROPN
easat-5898	9	7	is	be	AUX
easat-5898	9	8	visualized	visualize	VERB
easat-5898	9	9	to	to	PART
easat-5898	9	10	assess	assess	VERB
easat-5898	9	11	its	its	PRON
easat-5898	9	12	utility	utility	NOUN
easat-5898	9	13	in	in	ADP
easat-5898	9	14	multidimensional	multidimensional	ADJ
easat-5898	9	15	sentiment	sentiment	NOUN
easat-5898	9	16	analysis	analysis	NOUN
easat-5898	9	17	.	.	PUNCT
easat-5898	10	1	future	future	ADJ
easat-5898	10	2	research	research	NOUN
easat-5898	10	3	will	will	AUX
easat-5898	10	4	focus	focus	VERB
easat-5898	10	5	on	on	ADP
easat-5898	10	6	expanding	expand	VERB
easat-5898	10	7	the	the	DET
easat-5898	10	8	dataset	dataset	NOUN
easat-5898	10	9	and	and	CCONJ
easat-5898	10	10	conducting	conduct	VERB
easat-5898	10	11	in	in	ADP
easat-5898	10	12	-	-	PUNCT
easat-5898	10	13	depth	depth	NOUN
easat-5898	10	14	analyses	analysis	NOUN
easat-5898	10	15	to	to	PART
easat-5898	10	16	further	far	ADV
easat-5898	10	17	validate	validate	VERB
easat-5898	10	18	the	the	DET
easat-5898	10	19	proposed	propose	VERB
easat-5898	10	20	approach	approach	NOUN
easat-5898	10	21	.	.	PUNCT
easat-5898	11	1	keywords	keyword	NOUN
easat-5898	11	2	:	:	PUNCT
easat-5898	11	3	data	datum	NOUN
easat-5898	11	4	augmentation	augmentation	NOUN
easat-5898	11	5	,	,	PUNCT
easat-5898	11	6	large	large	ADJ
easat-5898	11	7	language	language	NOUN
easat-5898	11	8	models	model	NOUN
easat-5898	11	9	,	,	PUNCT
easat-5898	11	10	retrieval	retrieval	NOUN
easat-5898	11	11	-	-	PUNCT
easat-5898	11	12	augmented	augment	VERB
easat-5898	11	13	generation	generation	NOUN
easat-5898	11	14	,	,	PUNCT
easat-5898	11	15	sentiment	sentiment	NOUN
easat-5898	11	16	analysis	analysis	NOUN
easat-5898	11	17	,	,	PUNCT
easat-5898	11	18	valencearousal	valencearousal	ADJ
easat-5898	11	19	.	.	PUNCT
easat-5898	12	1	1	1	X
easat-5898	12	2	.	.	X
easat-5898	12	3	introduction	introduction	NOUN
easat-5898	12	4	text	text	NOUN
easat-5898	12	5	mining	mining	NOUN
easat-5898	12	6	and	and	CCONJ
easat-5898	12	7	natural	natural	ADJ
easat-5898	12	8	language	language	NOUN
easat-5898	12	9	processing	processing	NOUN
easat-5898	12	10	are	be	AUX
easat-5898	12	11	essential	essential	ADJ
easat-5898	12	12	in	in	ADP
easat-5898	12	13	various	various	ADJ
easat-5898	12	14	industries	industry	NOUN
easat-5898	12	15	,	,	PUNCT
easat-5898	12	16	including	include	VERB
easat-5898	12	17	customer	customer	NOUN
easat-5898	12	18	feedback	feedback	NOUN
easat-5898	12	19	analysis	analysis	NOUN
easat-5898	12	20	,	,	PUNCT
easat-5898	12	21	trend	trend	NOUN
easat-5898	12	22	monitoring	monitoring	NOUN
easat-5898	12	23	,	,	PUNCT
easat-5898	12	24	and	and	CCONJ
easat-5898	12	25	mental	mental	ADJ
easat-5898	12	26	health	health	NOUN
easat-5898	12	27	tracking	tracking	NOUN
easat-5898	12	28	[	[	X
easat-5898	12	29	1	1	NUM
easat-5898	12	30	-	-	SYM
easat-5898	12	31	3	3	NUM
easat-5898	12	32	]	]	PUNCT
easat-5898	12	33	.	.	PUNCT
easat-5898	13	1	among	among	ADP
easat-5898	13	2	these	these	DET
easat-5898	13	3	applications	application	NOUN
easat-5898	13	4	,	,	PUNCT
easat-5898	13	5	sentiment	sentiment	NOUN
easat-5898	13	6	analysis	analysis	NOUN
easat-5898	13	7	has	have	AUX
easat-5898	13	8	become	become	VERB
easat-5898	13	9	a	a	DET
easat-5898	13	10	significant	significant	ADJ
easat-5898	13	11	technology	technology	NOUN
easat-5898	13	12	for	for	ADP
easat-5898	13	13	understanding	understand	VERB
easat-5898	13	14	human	human	ADJ
easat-5898	13	15	emotions	emotion	NOUN
easat-5898	13	16	and	and	CCONJ
easat-5898	13	17	supporting	support	VERB
easat-5898	13	18	decision	decision	NOUN
easat-5898	13	19	-	-	PUNCT
easat-5898	13	20	making	make	VERB
easat-5898	13	21	processes	process	NOUN
easat-5898	13	22	.	.	PUNCT
easat-5898	14	1	traditional	traditional	ADJ
easat-5898	14	2	sentiment	sentiment	NOUN
easat-5898	14	3	analysis	analysis	NOUN
easat-5898	14	4	methods	method	NOUN
easat-5898	14	5	rely	rely	VERB
easat-5898	14	6	on	on	ADP
easat-5898	14	7	binary	binary	ADJ
easat-5898	14	8	or	or	CCONJ
easat-5898	14	9	multiclass	multiclass	ADJ
easat-5898	14	10	classifications	classification	NOUN
easat-5898	14	11	but	but	CCONJ
easat-5898	14	12	often	often	ADV
easat-5898	14	13	fail	fail	VERB
easat-5898	14	14	to	to	PART
easat-5898	14	15	capture	capture	VERB
easat-5898	14	16	the	the	DET
easat-5898	14	17	intricate	intricate	ADJ
easat-5898	14	18	spectrum	spectrum	NOUN
easat-5898	14	19	of	of	ADP
easat-5898	14	20	human	human	ADJ
easat-5898	14	21	emotions	emotion	NOUN
easat-5898	14	22	[	[	X
easat-5898	14	23	4	4	NUM
easat-5898	14	24	,	,	PUNCT
easat-5898	14	25	5	5	NUM
easat-5898	14	26	]	]	PUNCT
easat-5898	14	27	.	.	PUNCT
easat-5898	15	1	to	to	PART
easat-5898	15	2	address	address	VERB
easat-5898	15	3	these	these	DET
easat-5898	15	4	limitations	limitation	NOUN
easat-5898	15	5	,	,	PUNCT
easat-5898	15	6	the	the	DET
easat-5898	15	7	valence	valence	NOUN
easat-5898	15	8	-	-	PUNCT
easat-5898	15	9	arousal	arousal	NOUN
easat-5898	15	10	(	(	PUNCT
easat-5898	15	11	va	va	NOUN
easat-5898	15	12	)	)	PUNCT
easat-5898	15	13	model	model	NOUN
easat-5898	15	14	has	have	AUX
easat-5898	15	15	been	be	AUX
easat-5898	15	16	introduced	introduce	VERB
easat-5898	15	17	[	[	PUNCT
easat-5898	15	18	6	6	NUM
easat-5898	15	19	]	]	PUNCT
easat-5898	15	20	.	.	PUNCT
easat-5898	16	1	this	this	DET
easat-5898	16	2	model	model	NOUN
easat-5898	16	3	quantifies	quantify	VERB
easat-5898	16	4	emotions	emotion	NOUN
easat-5898	16	5	across	across	ADP
easat-5898	16	6	two	two	NUM
easat-5898	16	7	dimensions	dimension	NOUN
easat-5898	16	8	:	:	PUNCT
easat-5898	16	9	valence	valence	NOUN
easat-5898	16	10	(	(	PUNCT
easat-5898	16	11	the	the	DET
easat-5898	16	12	positive	positive	ADJ
easat-5898	16	13	-	-	PUNCT
easat-5898	16	14	negative	negative	ADJ
easat-5898	16	15	axis	axis	NOUN
easat-5898	16	16	)	)	PUNCT
easat-5898	16	17	and	and	CCONJ
easat-5898	16	18	arousal	arousal	NOUN
easat-5898	16	19	(	(	PUNCT
easat-5898	16	20	the	the	DET
easat-5898	16	21	activation	activation	NOUN
easat-5898	16	22	axis	axis	NOUN
easat-5898	16	23	)	)	PUNCT
easat-5898	16	24	,	,	PUNCT
easat-5898	16	25	thus	thus	ADV
easat-5898	16	26	providing	provide	VERB
easat-5898	16	27	a	a	DET
easat-5898	16	28	more	more	ADV
easat-5898	16	29	nuanced	nuanced	ADJ
easat-5898	16	30	framework	framework	NOUN
easat-5898	16	31	for	for	ADP
easat-5898	16	32	analyzing	analyze	VERB
easat-5898	16	33	the	the	DET
easat-5898	16	34	complex	complex	ADJ
easat-5898	16	35	nature	nature	NOUN
easat-5898	16	36	of	of	ADP
easat-5898	16	37	emotions	emotion	NOUN
easat-5898	16	38	.	.	PUNCT
easat-5898	17	1	despite	despite	SCONJ
easat-5898	17	2	its	its	PRON
easat-5898	17	3	promise	promise	NOUN
easat-5898	17	4	,	,	PUNCT
easat-5898	17	5	the	the	DET
easat-5898	17	6	va	va	PROPN
easat-5898	17	7	model	model	NOUN
easat-5898	17	8	faces	face	VERB
easat-5898	17	9	significant	significant	ADJ
easat-5898	17	10	challenges	challenge	NOUN
easat-5898	17	11	.	.	PUNCT
easat-5898	18	1	accurately	accurately	ADV
easat-5898	18	2	quantifying	quantify	VERB
easat-5898	18	3	emotions	emotion	NOUN
easat-5898	18	4	requires	require	VERB
easat-5898	18	5	precise	precise	ADJ
easat-5898	18	6	data	datum	NOUN
easat-5898	18	7	labeling	labeling	NOUN
easat-5898	18	8	.	.	PUNCT
easat-5898	19	1	however	however	ADV
easat-5898	19	2	,	,	PUNCT
easat-5898	19	3	the	the	DET
easat-5898	19	4	inherent	inherent	ADJ
easat-5898	19	5	subjectivity	subjectivity	NOUN
easat-5898	19	6	and	and	CCONJ
easat-5898	19	7	complexity	complexity	NOUN
easat-5898	19	8	of	of	ADP
easat-5898	19	9	emotions	emotion	NOUN
easat-5898	19	10	lead	lead	VERB
easat-5898	19	11	to	to	ADP
easat-5898	19	12	considerable	considerable	ADJ
easat-5898	19	13	variations	variation	NOUN
easat-5898	19	14	among	among	ADP
easat-5898	19	15	individual	individual	ADJ
easat-5898	19	16	evaluations	evaluation	NOUN
easat-5898	19	17	[	[	X
easat-5898	19	18	7	7	NUM
easat-5898	19	19	]	]	PUNCT
easat-5898	19	20	.	.	PUNCT
easat-5898	20	1	this	this	DET
easat-5898	20	2	subjectivity	subjectivity	NOUN
easat-5898	20	3	threatens	threaten	VERB
easat-5898	20	4	data	datum	NOUN
easat-5898	20	5	consistency	consistency	NOUN
easat-5898	20	6	,	,	PUNCT
easat-5898	20	7	negatively	negatively	ADV
easat-5898	20	8	affecting	affect	VERB
easat-5898	20	9	model	model	NOUN
easat-5898	20	10	performance	performance	NOUN
easat-5898	20	11	and	and	CCONJ
easat-5898	20	12	scalability	scalability	NOUN
easat-5898	20	13	[	[	X
easat-5898	20	14	8	8	NUM
easat-5898	20	15	]	]	PUNCT
easat-5898	20	16	.	.	PUNCT
easat-5898	21	1	furthermore	furthermore	ADV
easat-5898	21	2	,	,	PUNCT
easat-5898	21	3	existing	exist	VERB
easat-5898	21	4	emotion	emotion	NOUN
easat-5898	21	5	datasets	dataset	NOUN
easat-5898	21	6	tend	tend	VERB
easat-5898	21	7	to	to	PART
easat-5898	21	8	be	be	AUX
easat-5898	21	9	biased	bias	VERB
easat-5898	21	10	toward	toward	ADP
easat-5898	21	11	high	high	ADJ
easat-5898	21	12	-	-	PUNCT
easat-5898	21	13	arousal	arousal	NOUN
easat-5898	21	14	emotions	emotion	NOUN
easat-5898	21	15	(	(	PUNCT
easat-5898	21	16	e.g.	e.g.	ADV
easat-5898	21	17	,	,	PUNCT
easat-5898	21	18	anger	anger	NOUN
easat-5898	21	19	,	,	PUNCT
easat-5898	21	20	joy	joy	NOUN
easat-5898	21	21	)	)	PUNCT
easat-5898	21	22	,	,	PUNCT
easat-5898	21	23	whereas	whereas	SCONJ
easat-5898	21	24	low	low	ADJ
easat-5898	21	25	-	-	PUNCT
easat-5898	21	26	arousal	arousal	NOUN
easat-5898	21	27	emotions	emotion	NOUN
easat-5898	21	28	(	(	PUNCT
easat-5898	21	29	e.g.	e.g.	ADV
easat-5898	21	30	,	,	PUNCT
easat-5898	21	31	calmness	calmness	NOUN
easat-5898	21	32	,	,	PUNCT
easat-5898	21	33	sadness	sadness	NOUN
easat-5898	21	34	)	)	PUNCT
easat-5898	21	35	are	be	AUX
easat-5898	21	36	often	often	ADV
easat-5898	21	37	underrepresented	underrepresente	VERB
easat-5898	21	38	[	[	PUNCT
easat-5898	21	39	9	9	NUM
easat-5898	21	40	]	]	PUNCT
easat-5898	21	41	.	.	PUNCT
easat-5898	22	1	this	this	DET
easat-5898	22	2	imbalance	imbalance	NOUN
easat-5898	22	3	restricts	restrict	VERB
easat-5898	22	4	the	the	DET
easat-5898	22	5	ability	ability	NOUN
easat-5898	22	6	of	of	ADP
easat-5898	22	7	models	model	NOUN
easat-5898	22	8	to	to	PART
easat-5898	22	9	effectively	effectively	ADV
easat-5898	22	10	learn	learn	VERB
easat-5898	22	11	and	and	CCONJ
easat-5898	22	12	predict	predict	VERB
easat-5898	22	13	low	low	ADJ
easat-5898	22	14	-	-	PUNCT
easat-5898	22	15	arousal	arousal	NOUN
easat-5898	22	16	emotions	emotion	NOUN
easat-5898	22	17	.	.	PUNCT
easat-5898	23	1	this	this	DET
easat-5898	23	2	study	study	NOUN
easat-5898	23	3	proposes	propose	VERB
easat-5898	23	4	an	an	DET
easat-5898	23	5	innovative	innovative	ADJ
easat-5898	23	6	approach	approach	NOUN
easat-5898	23	7	that	that	PRON
easat-5898	23	8	integrates	integrate	VERB
easat-5898	23	9	user	user	NOUN
easat-5898	23	10	evaluations	evaluation	NOUN
easat-5898	23	11	with	with	ADP
easat-5898	23	12	large	large	ADJ
easat-5898	23	13	language	language	NOUN
easat-5898	23	14	models	model	NOUN
easat-5898	23	15	(	(	PUNCT
easat-5898	23	16	llms	llm	NOUN
easat-5898	23	17	)	)	PUNCT
easat-5898	23	18	to	to	PART
easat-5898	23	19	tackle	tackle	VERB
easat-5898	23	20	existing	exist	VERB
easat-5898	23	21	challenges	challenge	NOUN
easat-5898	23	22	.	.	PUNCT
easat-5898	24	1	by	by	ADP
easat-5898	24	2	combining	combine	VERB
easat-5898	24	3	user	user	NOUN
easat-5898	24	4	-	-	PUNCT
easat-5898	24	5	provided	provide	VERB
easat-5898	24	6	sentiment	sentiment	NOUN
easat-5898	24	7	scores	score	NOUN
easat-5898	24	8	with	with	ADP
easat-5898	24	9	automated	automate	VERB
easat-5898	24	10	evaluations	evaluation	NOUN
easat-5898	24	11	generated	generate	VERB
easat-5898	24	12	by	by	ADP
easat-5898	24	13	llms	llm	NOUN
easat-5898	24	14	,	,	PUNCT
easat-5898	24	15	this	this	DET
easat-5898	24	16	methodology	methodology	NOUN
easat-5898	24	17	enhances	enhance	VERB
easat-5898	24	18	data	data	NOUN
easat-5898	24	19	reliability	reliability	NOUN
easat-5898	24	20	and	and	CCONJ
easat-5898	24	21	consistency	consistency	NOUN
easat-5898	24	22	.	.	PUNCT
easat-5898	25	1	in	in	ADP
easat-5898	25	2	addition	addition	NOUN
easat-5898	25	3	,	,	PUNCT
easat-5898	25	4	the	the	DET
easat-5898	25	5	incorporation	incorporation	NOUN
easat-5898	25	6	of	of	ADP
easat-5898	25	7	retrieval	retrieval	NOUN
easat-5898	25	8	-	-	PUNCT
easat-5898	25	9	augmented	augment	VERB
easat-5898	25	10	generation	generation	NOUN
easat-5898	25	11	(	(	PUNCT
easat-5898	25	12	rag	rag	NOUN
easat-5898	25	13	)	)	PUNCT
easat-5898	25	14	techniques	technique	NOUN
easat-5898	25	15	enhances	enhance	VERB
easat-5898	25	16	the	the	DET
easat-5898	25	17	contextual	contextual	ADJ
easat-5898	25	18	robustness	robustness	NOUN
easat-5898	25	19	and	and	CCONJ
easat-5898	25	20	reliability	reliability	NOUN
easat-5898	25	21	of	of	ADP
easat-5898	25	22	sentiment	sentiment	NOUN
easat-5898	25	23	evaluations	evaluation	NOUN
easat-5898	25	24	performed	perform	VERB
easat-5898	25	25	by	by	ADP
easat-5898	25	26	lewis	lewis	PROPN
easat-5898	25	27	,	,	PUNCT
easat-5898	25	28	et	et	PROPN
easat-5898	25	29	al	al	PROPN
easat-5898	25	30	.	.	PUNCT
easat-5898	26	1	[	[	X
easat-5898	26	2	10	10	NUM
easat-5898	26	3	]	]	PUNCT
easat-5898	26	4	.	.	PUNCT
easat-5898	27	1	to	to	AUX
easat-5898	27	2	mailto:nygirl@konkuk.ac.kr	mailto:nygirl@konkuk.ac.kr	PROPN
easat-5898	27	3	2988	2988	NUM
easat-5898	27	4	edelweiss	edelweiss	PROPN
easat-5898	27	5	applied	apply	VERB
easat-5898	27	6	science	science	NOUN
easat-5898	27	7	and	and	CCONJ
easat-5898	27	8	technology	technology	NOUN
easat-5898	27	9	issn	issn	PROPN
easat-5898	27	10	:	:	PUNCT
easat-5898	27	11	2576	2576	NUM
easat-5898	27	12	-	-	SYM
easat-5898	27	13	8484	8484	NUM
easat-5898	27	14	vol	vol	NOUN
easat-5898	27	15	.	.	PROPN
easat-5898	28	1	9	9	NUM
easat-5898	28	2	,	,	PUNCT
easat-5898	28	3	no	no	INTJ
easat-5898	28	4	.	.	NOUN
easat-5898	28	5	3	3	NUM
easat-5898	28	6	:	:	SYM
easat-5898	28	7	2987	2987	NUM
easat-5898	28	8	-	-	SYM
easat-5898	28	9	2992	2992	NUM
easat-5898	28	10	,	,	PUNCT
easat-5898	28	11	2025	2025	NUM
easat-5898	28	12	doi	doi	NOUN
easat-5898	28	13	:	:	PUNCT
easat-5898	28	14	10.55214/25768484.v9i3.5898	10.55214/25768484.v9i3.5898	PROPN
easat-5898	28	15	©	©	PROPN
easat-5898	28	16	2025	2025	NUM
easat-5898	28	17	by	by	ADP
easat-5898	28	18	the	the	DET
easat-5898	28	19	authors	author	NOUN
easat-5898	28	20	;	;	PUNCT
easat-5898	28	21	licensee	licensee	PROPN
easat-5898	28	22	learning	learning	NOUN
easat-5898	28	23	gate	gate	NOUN
easat-5898	28	24	validate	validate	VERB
easat-5898	28	25	its	its	PRON
easat-5898	28	26	effectiveness	effectiveness	NOUN
easat-5898	28	27	,	,	PUNCT
easat-5898	28	28	the	the	DET
easat-5898	28	29	study	study	NOUN
easat-5898	28	30	visualizes	visualize	VERB
easat-5898	28	31	va	va	PROPN
easat-5898	28	32	data	datum	NOUN
easat-5898	28	33	,	,	PUNCT
easat-5898	28	34	uncovering	uncover	VERB
easat-5898	28	35	distinct	distinct	ADJ
easat-5898	28	36	patterns	pattern	NOUN
easat-5898	28	37	such	such	ADJ
easat-5898	28	38	as	as	ADP
easat-5898	28	39	vand	vand	NOUN
easat-5898	28	40	ushaped	ushape	VERB
easat-5898	28	41	distributions	distribution	NOUN
easat-5898	28	42	[	[	X
easat-5898	28	43	11	11	NUM
easat-5898	28	44	,	,	PUNCT
easat-5898	28	45	12	12	NUM
easat-5898	28	46	]	]	PUNCT
easat-5898	28	47	.	.	PUNCT
easat-5898	29	1	and	and	CCONJ
easat-5898	29	2	focuses	focus	VERB
easat-5898	29	3	on	on	ADP
easat-5898	29	4	optimizing	optimize	VERB
easat-5898	29	5	model	model	NOUN
easat-5898	29	6	performance	performance	NOUN
easat-5898	29	7	for	for	ADP
easat-5898	29	8	broader	broad	ADJ
easat-5898	29	9	applications	application	NOUN
easat-5898	29	10	.	.	PUNCT
easat-5898	30	1	2	2	X
easat-5898	30	2	.	.	X
easat-5898	30	3	valence	valence	NOUN
easat-5898	30	4	-	-	PUNCT
easat-5898	30	5	arousal	arousal	NOUN
easat-5898	30	6	-	-	PUNCT
easat-5898	30	7	based	base	VERB
easat-5898	30	8	bata	bata	NOUN
easat-5898	30	9	processing	processing	NOUN
easat-5898	30	10	and	and	CCONJ
easat-5898	30	11	optimization	optimization	NOUN
easat-5898	30	12	methodology	methodology	NOUN
easat-5898	30	13	this	this	DET
easat-5898	30	14	study	study	NOUN
easat-5898	30	15	introduces	introduce	VERB
easat-5898	30	16	a	a	DET
easat-5898	30	17	robust	robust	ADJ
easat-5898	30	18	methodology	methodology	NOUN
easat-5898	30	19	for	for	ADP
easat-5898	30	20	generating	generate	VERB
easat-5898	30	21	highly	highly	ADV
easat-5898	30	22	reliable	reliable	ADJ
easat-5898	30	23	datasets	dataset	NOUN
easat-5898	30	24	through	through	ADP
easat-5898	30	25	iterative	iterative	NOUN
easat-5898	30	26	va	va	NOUN
easat-5898	30	27	evaluations	evaluation	NOUN
easat-5898	30	28	and	and	CCONJ
easat-5898	30	29	emotion	emotion	NOUN
easat-5898	30	30	reassessment	reassessment	NOUN
easat-5898	30	31	processes	process	NOUN
easat-5898	30	32	,	,	PUNCT
easat-5898	30	33	as	as	SCONJ
easat-5898	30	34	illustrated	illustrate	VERB
easat-5898	30	35	in	in	ADP
easat-5898	30	36	fig	fig	NOUN
easat-5898	30	37	.	.	PUNCT
easat-5898	31	1	1	1	X
easat-5898	31	2	.	.	PUNCT
easat-5898	31	3	the	the	DET
easat-5898	31	4	methodology	methodology	NOUN
easat-5898	31	5	incorporates	incorporate	VERB
easat-5898	31	6	the	the	DET
easat-5898	31	7	rag	rag	NOUN
easat-5898	31	8	model	model	NOUN
easat-5898	31	9	during	during	ADP
easat-5898	31	10	the	the	DET
easat-5898	31	11	va	va	PROPN
easat-5898	31	12	reassessment	reassessment	NOUN
easat-5898	31	13	and	and	CCONJ
easat-5898	31	14	emotion	emotion	NOUN
easat-5898	31	15	evaluation	evaluation	NOUN
easat-5898	31	16	phases	phase	NOUN
easat-5898	31	17	to	to	PART
easat-5898	31	18	enhance	enhance	VERB
easat-5898	31	19	the	the	DET
easat-5898	31	20	consistency	consistency	NOUN
easat-5898	31	21	of	of	ADP
easat-5898	31	22	evaluation	evaluation	NOUN
easat-5898	31	23	results	result	NOUN
easat-5898	31	24	and	and	CCONJ
easat-5898	31	25	address	address	VERB
easat-5898	31	26	data	datum	NOUN
easat-5898	31	27	scarcity	scarcity	NOUN
easat-5898	31	28	challenges	challenge	NOUN
easat-5898	31	29	.	.	PUNCT
easat-5898	32	1	this	this	DET
easat-5898	32	2	integration	integration	NOUN
easat-5898	32	3	not	not	PART
easat-5898	32	4	only	only	ADV
easat-5898	32	5	supports	support	VERB
easat-5898	32	6	existing	exist	VERB
easat-5898	32	7	evaluation	evaluation	NOUN
easat-5898	32	8	methods	method	NOUN
easat-5898	32	9	but	but	CCONJ
easat-5898	32	10	also	also	ADV
easat-5898	32	11	improves	improve	VERB
easat-5898	32	12	the	the	DET
easat-5898	32	13	overall	overall	ADJ
easat-5898	32	14	quality	quality	NOUN
easat-5898	32	15	of	of	ADP
easat-5898	32	16	emotion	emotion	NOUN
easat-5898	32	17	datasets	dataset	NOUN
easat-5898	32	18	.	.	PUNCT
easat-5898	33	1	the	the	DET
easat-5898	33	2	detailed	detailed	ADJ
easat-5898	33	3	steps	step	NOUN
easat-5898	33	4	of	of	ADP
easat-5898	33	5	the	the	DET
easat-5898	33	6	proposed	propose	VERB
easat-5898	33	7	approach	approach	NOUN
easat-5898	33	8	are	be	AUX
easat-5898	33	9	systematically	systematically	ADV
easat-5898	33	10	outlined	outline	VERB
easat-5898	33	11	and	and	CCONJ
easat-5898	33	12	analyzed	analyze	VERB
easat-5898	33	13	.	.	PUNCT
easat-5898	34	1	figure	figure	NOUN
easat-5898	34	2	1	1	NUM
easat-5898	34	3	.	.	PUNCT
easat-5898	34	4	va	va	NOUN
easat-5898	34	5	evaluation	evaluation	NOUN
easat-5898	34	6	work	work	NOUN
easat-5898	34	7	flow	flow	NOUN
easat-5898	34	8	.	.	PUNCT
easat-5898	35	1	2.1	2.1	NUM
easat-5898	35	2	.	.	PUNCT
easat-5898	36	1	datasets	dataset	VERB
easat-5898	36	2	the	the	DET
easat-5898	36	3	original	original	ADJ
easat-5898	36	4	dataset	dataset	NOUN
easat-5898	36	5	was	be	AUX
easat-5898	36	6	sourced	source	VERB
easat-5898	36	7	from	from	ADP
easat-5898	36	8	the	the	DET
easat-5898	36	9	ai	ai	PROPN
easat-5898	36	10	hub	hub	PROPN
easat-5898	36	11	wellness	wellness	NOUN
easat-5898	36	12	dialogue	dialogue	NOUN
easat-5898	36	13	scripts	script	NOUN
easat-5898	36	14	,	,	PUNCT
easat-5898	36	15	which	which	PRON
easat-5898	36	16	contains	contain	VERB
easat-5898	36	17	approximately	approximately	ADV
easat-5898	36	18	20,000	20,000	NUM
easat-5898	36	19	sentences	sentence	NOUN
easat-5898	36	20	related	relate	VERB
easat-5898	36	21	to	to	ADP
easat-5898	36	22	mental	mental	ADJ
easat-5898	36	23	health	health	NOUN
easat-5898	36	24	counseling	counseling	NOUN
easat-5898	36	25	,	,	PUNCT
easat-5898	36	26	annotated	annotate	VERB
easat-5898	36	27	with	with	ADP
easat-5898	36	28	50	50	NUM
easat-5898	36	29	distinct	distinct	ADJ
easat-5898	36	30	emotion	emotion	NOUN
easat-5898	36	31	tags	tag	NOUN
easat-5898	36	32	.	.	PUNCT
easat-5898	37	1	this	this	DET
easat-5898	37	2	dataset	dataset	NOUN
easat-5898	37	3	features	feature	VERB
easat-5898	37	4	korean	korean	ADJ
easat-5898	37	5	language	language	NOUN
easat-5898	37	6	sentences	sentence	NOUN
easat-5898	37	7	,	,	PUNCT
easat-5898	37	8	primarily	primarily	ADV
easat-5898	37	9	predicted	predict	VERB
easat-5898	37	10	to	to	PART
easat-5898	37	11	exhibit	exhibit	VERB
easat-5898	37	12	low	low	ADJ
easat-5898	37	13	-	-	PUNCT
easat-5898	37	14	valence	valence	NOUN
easat-5898	37	15	emotional	emotional	ADJ
easat-5898	37	16	states	state	NOUN
easat-5898	37	17	[	[	X
easat-5898	37	18	13	13	NUM
easat-5898	37	19	]	]	PUNCT
easat-5898	37	20	.	.	PUNCT
easat-5898	38	1	the	the	DET
easat-5898	38	2	inclusion	inclusion	NOUN
easat-5898	38	3	of	of	ADP
easat-5898	38	4	these	these	DET
easat-5898	38	5	data	datum	NOUN
easat-5898	38	6	ensures	ensure	VERB
easat-5898	38	7	diversity	diversity	NOUN
easat-5898	38	8	and	and	CCONJ
easat-5898	38	9	enhances	enhance	VERB
easat-5898	38	10	the	the	DET
easat-5898	38	11	reliability	reliability	NOUN
easat-5898	38	12	of	of	ADP
easat-5898	38	13	emotion	emotion	NOUN
easat-5898	38	14	analysis	analysis	NOUN
easat-5898	38	15	,	,	PUNCT
easat-5898	38	16	providing	provide	VERB
easat-5898	38	17	a	a	DET
easat-5898	38	18	solid	solid	ADJ
easat-5898	38	19	foundation	foundation	NOUN
easat-5898	38	20	for	for	ADP
easat-5898	38	21	sentiment	sentiment	NOUN
easat-5898	38	22	evaluation	evaluation	NOUN
easat-5898	38	23	and	and	CCONJ
easat-5898	38	24	related	related	ADJ
easat-5898	38	25	research	research	NOUN
easat-5898	38	26	applications	application	NOUN
easat-5898	38	27	.	.	PUNCT
easat-5898	39	1	2.2	2.2	NUM
easat-5898	39	2	.	.	PUNCT
easat-5898	39	3	va	va	NOUN
easat-5898	39	4	evaluation	evaluation	NOUN
easat-5898	39	5	in	in	ADP
easat-5898	39	6	this	this	DET
easat-5898	39	7	approach	approach	NOUN
easat-5898	39	8	,	,	PUNCT
easat-5898	39	9	both	both	PRON
easat-5898	39	10	self	self	NOUN
easat-5898	39	11	-	-	PUNCT
easat-5898	39	12	assessment	assessment	NOUN
easat-5898	39	13	and	and	CCONJ
easat-5898	39	14	llm	llm	ADV
easat-5898	39	15	-	-	PUNCT
easat-5898	39	16	based	base	VERB
easat-5898	39	17	evaluation	evaluation	NOUN
easat-5898	39	18	methods	method	NOUN
easat-5898	39	19	are	be	AUX
easat-5898	39	20	utilized	utilize	VERB
easat-5898	39	21	to	to	PART
easat-5898	39	22	assess	assess	VERB
easat-5898	39	23	va	va	PROPN
easat-5898	39	24	scores	score	NOUN
easat-5898	39	25	with	with	ADP
easat-5898	39	26	consistency	consistency	NOUN
easat-5898	39	27	and	and	CCONJ
easat-5898	39	28	efficiency	efficiency	NOUN
easat-5898	39	29	.	.	PUNCT
easat-5898	40	1	2.2.1	2.2.1	NUM
easat-5898	40	2	.	.	PUNCT
easat-5898	40	3	self	self	NOUN
easat-5898	40	4	-	-	PUNCT
easat-5898	40	5	va	va	NOUN
easat-5898	40	6	assessment	assessment	NOUN
easat-5898	40	7	each	each	DET
easat-5898	40	8	sentence	sentence	NOUN
easat-5898	40	9	is	be	AUX
easat-5898	40	10	subjectively	subjectively	ADV
easat-5898	40	11	evaluated	evaluate	VERB
easat-5898	40	12	for	for	ADP
easat-5898	40	13	va	va	PROPN
easat-5898	40	14	scores	score	NOUN
easat-5898	40	15	according	accord	VERB
easat-5898	40	16	to	to	ADP
easat-5898	40	17	established	establish	VERB
easat-5898	40	18	va	va	PROPN
easat-5898	40	19	guidelines	guideline	NOUN
easat-5898	40	20	(	(	PUNCT
easat-5898	40	21	see	see	VERB
easat-5898	40	22	figure	figure	NOUN
easat-5898	40	23	2	2	NUM
easat-5898	40	24	)	)	PUNCT
easat-5898	40	25	,	,	PUNCT
easat-5898	40	26	following	follow	VERB
easat-5898	40	27	methodologies	methodology	NOUN
easat-5898	40	28	from	from	ADP
easat-5898	40	29	prior	prior	ADJ
easat-5898	40	30	studies	study	NOUN
easat-5898	40	31	[	[	X
easat-5898	40	32	14	14	NUM
easat-5898	40	33	]	]	PUNCT
easat-5898	40	34	.	.	PUNCT
easat-5898	41	1	scores	score	NOUN
easat-5898	41	2	are	be	AUX
easat-5898	41	3	assigned	assign	VERB
easat-5898	41	4	in	in	ADP
easat-5898	41	5	increments	increment	NOUN
easat-5898	41	6	of	of	ADP
easat-5898	41	7	0.5	0.5	NUM
easat-5898	41	8	,	,	PUNCT
easat-5898	41	9	and	and	CCONJ
easat-5898	41	10	each	each	DET
easat-5898	41	11	sentence	sentence	NOUN
easat-5898	41	12	undergoes	undergo	VERB
easat-5898	41	13	two	two	NUM
easat-5898	41	14	consecutive	consecutive	ADJ
easat-5898	41	15	evaluations	evaluation	NOUN
easat-5898	41	16	to	to	PART
easat-5898	41	17	minimize	minimize	VERB
easat-5898	41	18	variability	variability	NOUN
easat-5898	41	19	.	.	PUNCT
easat-5898	42	1	following	follow	VERB
easat-5898	42	2	these	these	DET
easat-5898	42	3	evaluations	evaluation	NOUN
easat-5898	42	4	,	,	PUNCT
easat-5898	42	5	data	datum	NOUN
easat-5898	42	6	with	with	ADP
easat-5898	42	7	discrepancies	discrepancy	NOUN
easat-5898	42	8	exceeding	exceed	VERB
easat-5898	42	9	a	a	DET
easat-5898	42	10	0.5	0.5	NUM
easat-5898	42	11	threshold	threshold	NOUN
easat-5898	42	12	between	between	ADP
easat-5898	42	13	the	the	DET
easat-5898	42	14	two	two	NUM
easat-5898	42	15	scores	score	NOUN
easat-5898	42	16	is	be	AUX
easat-5898	42	17	removed	remove	VERB
easat-5898	42	18	to	to	PART
easat-5898	42	19	ensure	ensure	VERB
easat-5898	42	20	consistency	consistency	NOUN
easat-5898	42	21	in	in	ADP
easat-5898	42	22	the	the	DET
easat-5898	42	23	labeling	labeling	NOUN
easat-5898	42	24	process	process	NOUN
easat-5898	42	25	.	.	PUNCT
easat-5898	43	1	to	to	PART
easat-5898	43	2	confirm	confirm	VERB
easat-5898	43	3	the	the	DET
easat-5898	43	4	reliability	reliability	NOUN
easat-5898	43	5	of	of	ADP
easat-5898	43	6	the	the	DET
easat-5898	43	7	evaluations	evaluation	NOUN
easat-5898	43	8	,	,	PUNCT
easat-5898	43	9	the	the	DET
easat-5898	43	10	remaining	remain	VERB
easat-5898	43	11	data	datum	NOUN
easat-5898	43	12	are	be	AUX
easat-5898	43	13	then	then	ADV
easat-5898	43	14	verified	verify	VERB
easat-5898	43	15	using	use	VERB
easat-5898	43	16	a	a	DET
easat-5898	43	17	cohen	cohen	NOUN
easat-5898	43	18	’s	’s	PART
easat-5898	43	19	kappa	kappa	PROPN
easat-5898	43	20	score	score	NOUN
easat-5898	43	21	of	of	ADP
easat-5898	43	22	0.8	0.8	NUM
easat-5898	43	23	or	or	CCONJ
easat-5898	43	24	higher	high	ADJ
easat-5898	43	25	.	.	PUNCT
easat-5898	44	1	cohen	cohen	PROPN
easat-5898	44	2	’s	’s	PART
easat-5898	44	3	kappa	kappa	PROPN
easat-5898	44	4	is	be	AUX
easat-5898	44	5	a	a	DET
easat-5898	44	6	statistical	statistical	ADJ
easat-5898	44	7	measure	measure	NOUN
easat-5898	44	8	that	that	PRON
easat-5898	44	9	assesses	assess	VERB
easat-5898	44	10	the	the	DET
easat-5898	44	11	consistency	consistency	NOUN
easat-5898	44	12	of	of	ADP
easat-5898	44	13	a	a	DET
easat-5898	44	14	single	single	ADJ
easat-5898	44	15	evaluator	evaluator	NOUN
easat-5898	44	16	’s	’s	PART
easat-5898	44	17	labeling	labeling	NOUN
easat-5898	44	18	across	across	ADP
easat-5898	44	19	repeated	repeat	VERB
easat-5898	44	20	assessments	assessment	NOUN
easat-5898	44	21	,	,	PUNCT
easat-5898	44	22	ensuring	ensure	VERB
easat-5898	44	23	robust	robust	ADJ
easat-5898	44	24	and	and	CCONJ
easat-5898	44	25	reliable	reliable	ADJ
easat-5898	44	26	data	datum	NOUN
easat-5898	44	27	[	[	X
easat-5898	44	28	15	15	NUM
easat-5898	44	29	]	]	PUNCT
easat-5898	44	30	.	.	PUNCT
easat-5898	45	1	once	once	ADV
easat-5898	45	2	verified	verify	VERB
easat-5898	45	3	,	,	PUNCT
easat-5898	45	4	the	the	DET
easat-5898	45	5	final	final	ADJ
easat-5898	45	6	score	score	NOUN
easat-5898	45	7	for	for	ADP
easat-5898	45	8	self	self	NOUN
easat-5898	45	9	-	-	PUNCT
easat-5898	45	10	va	va	NOUN
easat-5898	45	11	assessment	assessment	NOUN
easat-5898	45	12	is	be	AUX
easat-5898	45	13	calculated	calculate	VERB
easat-5898	45	14	by	by	ADP
easat-5898	45	15	averaging	average	VERB
easat-5898	45	16	the	the	DET
easat-5898	45	17	retained	retain	VERB
easat-5898	45	18	data	datum	NOUN
easat-5898	45	19	.	.	PUNCT
easat-5898	46	1	2989	2989	NUM
easat-5898	46	2	edelweiss	edelweiss	PROPN
easat-5898	46	3	applied	apply	VERB
easat-5898	46	4	science	science	NOUN
easat-5898	46	5	and	and	CCONJ
easat-5898	46	6	technology	technology	NOUN
easat-5898	46	7	issn	issn	PROPN
easat-5898	46	8	:	:	PUNCT
easat-5898	46	9	2576	2576	NUM
easat-5898	46	10	-	-	SYM
easat-5898	46	11	8484	8484	NUM
easat-5898	46	12	vol	vol	NOUN
easat-5898	46	13	.	.	PROPN
easat-5898	47	1	9	9	NUM
easat-5898	47	2	,	,	PUNCT
easat-5898	47	3	no	no	INTJ
easat-5898	47	4	.	.	NOUN
easat-5898	47	5	3	3	NUM
easat-5898	47	6	:	:	SYM
easat-5898	47	7	2987	2987	NUM
easat-5898	47	8	-	-	SYM
easat-5898	47	9	2992	2992	NUM
easat-5898	47	10	,	,	PUNCT
easat-5898	47	11	2025	2025	NUM
easat-5898	47	12	doi	doi	NOUN
easat-5898	47	13	:	:	PUNCT
easat-5898	47	14	10.55214/25768484.v9i3.5898	10.55214/25768484.v9i3.5898	PROPN
easat-5898	47	15	©	©	PROPN
easat-5898	47	16	2025	2025	NUM
easat-5898	47	17	by	by	ADP
easat-5898	47	18	the	the	DET
easat-5898	47	19	authors	author	NOUN
easat-5898	47	20	;	;	PUNCT
easat-5898	47	21	licensee	licensee	PROPN
easat-5898	47	22	learning	learn	VERB
easat-5898	47	23	gate	gate	NOUN
easat-5898	47	24	figure	figure	NOUN
easat-5898	47	25	2	2	NUM
easat-5898	47	26	.	.	PUNCT
easat-5898	47	27	evaluation	evaluation	NOUN
easat-5898	47	28	guidelines	guideline	NOUN
easat-5898	47	29	.	.	PUNCT
easat-5898	48	1	2.2.1	2.2.1	NUM
easat-5898	48	2	.	.	PUNCT
easat-5898	48	3	llm	llm	PROPN
easat-5898	48	4	va	va	PROPN
easat-5898	48	5	assessment	assessment	NOUN
easat-5898	48	6	the	the	DET
easat-5898	48	7	llm	llm	PROPN
easat-5898	48	8	chatgpt-4	chatgpt-4	PROPN
easat-5898	48	9	assesses	assesses	PROPN
easat-5898	48	10	va	va	PROPN
easat-5898	48	11	scores	score	NOUN
easat-5898	48	12	by	by	ADP
easat-5898	48	13	following	follow	VERB
easat-5898	48	14	the	the	DET
easat-5898	48	15	same	same	ADJ
easat-5898	48	16	va	va	NOUN
easat-5898	48	17	guidelines	guideline	NOUN
easat-5898	48	18	used	use	VERB
easat-5898	48	19	in	in	ADP
easat-5898	48	20	the	the	DET
easat-5898	48	21	selfassessment	selfassessment	NOUN
easat-5898	48	22	process	process	NOUN
easat-5898	48	23	.	.	PUNCT
easat-5898	49	1	the	the	DET
easat-5898	49	2	model	model	NOUN
easat-5898	49	3	independently	independently	ADV
easat-5898	49	4	assigns	assign	VERB
easat-5898	49	5	scores	score	NOUN
easat-5898	49	6	within	within	ADP
easat-5898	49	7	a	a	DET
easat-5898	49	8	range	range	NOUN
easat-5898	49	9	from	from	ADP
easat-5898	49	10	−1	−1	NOUN
easat-5898	49	11	to	to	ADP
easat-5898	49	12	1	1	NUM
easat-5898	49	13	,	,	PUNCT
easat-5898	49	14	ensuring	ensure	VERB
easat-5898	49	15	consistency	consistency	NOUN
easat-5898	49	16	with	with	ADP
easat-5898	49	17	the	the	DET
easat-5898	49	18	established	establish	VERB
easat-5898	49	19	evaluation	evaluation	NOUN
easat-5898	49	20	framework	framework	NOUN
easat-5898	49	21	.	.	PUNCT
easat-5898	50	1	this	this	DET
easat-5898	50	2	method	method	NOUN
easat-5898	50	3	produces	produce	VERB
easat-5898	50	4	a	a	DET
easat-5898	50	5	varied	varied	ADJ
easat-5898	50	6	distribution	distribution	NOUN
easat-5898	50	7	of	of	ADP
easat-5898	50	8	va	va	PROPN
easat-5898	50	9	scores	score	NOUN
easat-5898	50	10	,	,	PUNCT
easat-5898	50	11	capturing	capture	VERB
easat-5898	50	12	different	different	ADJ
easat-5898	50	13	emotional	emotional	ADJ
easat-5898	50	14	states	state	NOUN
easat-5898	50	15	and	and	CCONJ
easat-5898	50	16	enabling	enable	VERB
easat-5898	50	17	a	a	DET
easat-5898	50	18	more	more	ADV
easat-5898	50	19	comprehensive	comprehensive	ADJ
easat-5898	50	20	analysis	analysis	NOUN
easat-5898	50	21	of	of	ADP
easat-5898	50	22	the	the	DET
easat-5898	50	23	emotional	emotional	ADJ
easat-5898	50	24	spectrum	spectrum	NOUN
easat-5898	50	25	.	.	PUNCT
easat-5898	51	1	the	the	DET
easat-5898	51	2	results	result	NOUN
easat-5898	51	3	of	of	ADP
easat-5898	51	4	the	the	DET
easat-5898	51	5	evaluation	evaluation	NOUN
easat-5898	51	6	are	be	AUX
easat-5898	51	7	presented	present	VERB
easat-5898	51	8	in	in	ADP
easat-5898	51	9	json	json	NOUN
easat-5898	51	10	format	format	NOUN
easat-5898	51	11	(	(	PUNCT
easat-5898	51	12	fig	fig	NOUN
easat-5898	51	13	.	.	PUNCT
easat-5898	52	1	3	3	NUM
easat-5898	52	2	)	)	PUNCT
easat-5898	52	3	,	,	PUNCT
easat-5898	52	4	which	which	PRON
easat-5898	52	5	facilitates	facilitate	VERB
easat-5898	52	6	efficient	efficient	ADJ
easat-5898	52	7	data	datum	NOUN
easat-5898	52	8	management	management	NOUN
easat-5898	52	9	and	and	CCONJ
easat-5898	52	10	systematic	systematic	ADJ
easat-5898	52	11	analysis	analysis	NOUN
easat-5898	52	12	.	.	PUNCT
easat-5898	53	1	figure	figure	NOUN
easat-5898	53	2	3	3	NUM
easat-5898	53	3	.	.	PUNCT
easat-5898	54	1	json	json	NOUN
easat-5898	54	2	output	output	NOUN
easat-5898	54	3	.	.	PUNCT
easat-5898	55	1	2.3	2.3	NUM
easat-5898	55	2	.	.	PUNCT
easat-5898	56	1	consistency	consistency	NOUN
easat-5898	56	2	judgment	judgment	NOUN
easat-5898	56	3	agent	agent	NOUN
easat-5898	56	4	if	if	SCONJ
easat-5898	56	5	the	the	DET
easat-5898	56	6	error	error	NOUN
easat-5898	56	7	between	between	ADP
easat-5898	56	8	the	the	DET
easat-5898	56	9	selfand	selfand	ADJ
easat-5898	56	10	llm	llm	PROPN
easat-5898	56	11	-	-	PROPN
easat-5898	56	12	va	va	NOUN
easat-5898	56	13	assessments	assessment	NOUN
easat-5898	56	14	remains	remain	VERB
easat-5898	56	15	within	within	ADP
easat-5898	56	16	0.5	0.5	NUM
easat-5898	56	17	,	,	PUNCT
easat-5898	56	18	the	the	DET
easat-5898	56	19	data	data	NOUN
easat-5898	56	20	is	be	AUX
easat-5898	56	21	deemed	deem	VERB
easat-5898	56	22	consistent	consistent	ADJ
easat-5898	56	23	and	and	CCONJ
easat-5898	56	24	progresses	progress	NOUN
easat-5898	56	25	to	to	ADP
easat-5898	56	26	the	the	DET
easat-5898	56	27	next	next	ADJ
easat-5898	56	28	processing	processing	NOUN
easat-5898	56	29	stage	stage	NOUN
easat-5898	56	30	.	.	PUNCT
easat-5898	57	1	however	however	ADV
easat-5898	57	2	,	,	PUNCT
easat-5898	57	3	if	if	SCONJ
easat-5898	57	4	the	the	DET
easat-5898	57	5	error	error	NOUN
easat-5898	57	6	exceeds	exceed	VERB
easat-5898	57	7	the	the	DET
easat-5898	57	8	0.5	0.5	NUM
easat-5898	57	9	threshold	threshold	NOUN
easat-5898	57	10	,	,	PUNCT
easat-5898	57	11	the	the	DET
easat-5898	57	12	corresponding	corresponding	ADJ
easat-5898	57	13	sentence	sentence	NOUN
easat-5898	57	14	is	be	AUX
easat-5898	57	15	flagged	flag	VERB
easat-5898	57	16	to	to	PART
easat-5898	57	17	undergo	undergo	VERB
easat-5898	57	18	the	the	DET
easat-5898	57	19	va	va	PROPN
easat-5898	57	20	reassessment	reassessment	NOUN
easat-5898	57	21	phase	phase	NOUN
easat-5898	57	22	to	to	PART
easat-5898	57	23	ensure	ensure	VERB
easat-5898	57	24	accuracy	accuracy	NOUN
easat-5898	57	25	and	and	CCONJ
easat-5898	57	26	reliability	reliability	NOUN
easat-5898	57	27	.	.	PUNCT
easat-5898	58	1	2.4	2.4	NUM
easat-5898	58	2	.	.	PUNCT
easat-5898	58	3	va	va	NOUN
easat-5898	58	4	reassessment	reassessment	NOUN
easat-5898	58	5	in	in	ADP
easat-5898	58	6	this	this	DET
easat-5898	58	7	phase	phase	NOUN
easat-5898	58	8	,	,	PUNCT
easat-5898	58	9	the	the	DET
easat-5898	58	10	va	va	PROPN
easat-5898	58	11	scores	score	NOUN
easat-5898	58	12	of	of	ADP
easat-5898	58	13	data	datum	NOUN
easat-5898	58	14	identified	identify	VERB
easat-5898	58	15	as	as	ADP
easat-5898	58	16	inconsistent	inconsistent	ADJ
easat-5898	58	17	during	during	ADP
easat-5898	58	18	the	the	DET
easat-5898	58	19	initial	initial	ADJ
easat-5898	58	20	evaluation	evaluation	NOUN
easat-5898	58	21	are	be	AUX
easat-5898	58	22	reassessed	reassess	VERB
easat-5898	58	23	.	.	PUNCT
easat-5898	59	1	this	this	DET
easat-5898	59	2	process	process	NOUN
easat-5898	59	3	incorporates	incorporate	VERB
easat-5898	59	4	user	user	NOUN
easat-5898	59	5	evaluations	evaluation	NOUN
easat-5898	59	6	,	,	PUNCT
easat-5898	59	7	llm	llm	PROPN
easat-5898	59	8	evaluations	evaluation	NOUN
easat-5898	59	9	,	,	PUNCT
easat-5898	59	10	and	and	CCONJ
easat-5898	59	11	existing	exist	VERB
easat-5898	59	12	emotion	emotion	NOUN
easat-5898	59	13	tags	tag	NOUN
easat-5898	59	14	to	to	PART
easat-5898	59	15	enhance	enhance	VERB
easat-5898	59	16	the	the	DET
easat-5898	59	17	robustness	robustness	NOUN
easat-5898	59	18	of	of	ADP
easat-5898	59	19	the	the	DET
easat-5898	59	20	scoring	scoring	NOUN
easat-5898	59	21	.	.	PUNCT
easat-5898	60	1	chatgpt-4	chatgpt-4	PROPN
easat-5898	60	2	is	be	AUX
easat-5898	60	3	utilized	utilize	VERB
easat-5898	60	4	to	to	PART
easat-5898	60	5	recalculate	recalculate	VERB
easat-5898	60	6	va	va	PROPN
easat-5898	60	7	scores	score	NOUN
easat-5898	60	8	,	,	PUNCT
easat-5898	60	9	employing	employ	VERB
easat-5898	60	10	prompts	prompt	NOUN
easat-5898	60	11	that	that	PRON
easat-5898	60	12	include	include	VERB
easat-5898	60	13	similar	similar	ADJ
easat-5898	60	14	sentence	sentence	NOUN
easat-5898	60	15	data	datum	NOUN
easat-5898	60	16	to	to	PART
easat-5898	60	17	capture	capture	VERB
easat-5898	60	18	subtle	subtle	ADJ
easat-5898	60	19	emotional	emotional	ADJ
easat-5898	60	20	differences	difference	NOUN
easat-5898	60	21	and	and	CCONJ
easat-5898	60	22	improve	improve	VERB
easat-5898	60	23	the	the	DET
easat-5898	60	24	accuracy	accuracy	NOUN
easat-5898	60	25	of	of	ADP
easat-5898	60	26	the	the	DET
easat-5898	60	27	initial	initial	ADJ
easat-5898	60	28	evaluations	evaluation	NOUN
easat-5898	60	29	(	(	PUNCT
easat-5898	60	30	see	see	VERB
easat-5898	60	31	fig	fig	NOUN
easat-5898	60	32	.	.	PUNCT
easat-5898	61	1	4	4	NUM
easat-5898	61	2	)	)	PUNCT
easat-5898	61	3	.	.	PUNCT
easat-5898	62	1	2990	2990	NUM
easat-5898	62	2	edelweiss	edelweiss	PROPN
easat-5898	62	3	applied	apply	VERB
easat-5898	62	4	science	science	NOUN
easat-5898	62	5	and	and	CCONJ
easat-5898	62	6	technology	technology	NOUN
easat-5898	62	7	issn	issn	PROPN
easat-5898	62	8	:	:	PUNCT
easat-5898	62	9	2576	2576	NUM
easat-5898	62	10	-	-	SYM
easat-5898	62	11	8484	8484	NUM
easat-5898	62	12	vol	vol	NOUN
easat-5898	62	13	.	.	PROPN
easat-5898	63	1	9	9	NUM
easat-5898	63	2	,	,	PUNCT
easat-5898	63	3	no	no	INTJ
easat-5898	63	4	.	.	NOUN
easat-5898	63	5	3	3	NUM
easat-5898	63	6	:	:	SYM
easat-5898	63	7	2987	2987	NUM
easat-5898	63	8	-	-	SYM
easat-5898	63	9	2992	2992	NUM
easat-5898	63	10	,	,	PUNCT
easat-5898	63	11	2025	2025	NUM
easat-5898	63	12	doi	doi	NOUN
easat-5898	63	13	:	:	PUNCT
easat-5898	63	14	10.55214/25768484.v9i3.5898	10.55214/25768484.v9i3.5898	PROPN
easat-5898	63	15	©	©	PROPN
easat-5898	63	16	2025	2025	NUM
easat-5898	63	17	by	by	ADP
easat-5898	63	18	the	the	DET
easat-5898	63	19	authors	author	NOUN
easat-5898	63	20	;	;	PUNCT
easat-5898	63	21	licensee	licensee	PROPN
easat-5898	63	22	learning	learn	VERB
easat-5898	63	23	gate	gate	NOUN
easat-5898	63	24	figure	figure	NOUN
easat-5898	63	25	4	4	NUM
easat-5898	63	26	.	.	PUNCT
easat-5898	63	27	va	va	NOUN
easat-5898	63	28	reassessment	reassessment	NOUN
easat-5898	63	29	prompt	prompt	NOUN
easat-5898	63	30	.	.	PUNCT
easat-5898	64	1	reassessment	reassessment	NOUN
easat-5898	64	2	results	result	NOUN
easat-5898	64	3	undergo	undergo	VERB
easat-5898	64	4	an	an	DET
easat-5898	64	5	additional	additional	ADJ
easat-5898	64	6	consistency	consistency	NOUN
easat-5898	64	7	evaluation	evaluation	NOUN
easat-5898	64	8	.	.	PUNCT
easat-5898	65	1	in	in	ADP
easat-5898	65	2	this	this	DET
easat-5898	65	3	phase	phase	NOUN
easat-5898	65	4	,	,	PUNCT
easat-5898	65	5	discrepancies	discrepancy	NOUN
easat-5898	65	6	between	between	ADP
easat-5898	65	7	the	the	DET
easat-5898	65	8	selfand	selfand	ADJ
easat-5898	65	9	llm	llm	PROPN
easat-5898	65	10	-	-	PROPN
easat-5898	65	11	va	va	PROPN
easat-5898	65	12	evaluations	evaluation	NOUN
easat-5898	65	13	are	be	AUX
easat-5898	65	14	examined	examine	VERB
easat-5898	65	15	,	,	PUNCT
easat-5898	65	16	and	and	CCONJ
easat-5898	65	17	the	the	DET
easat-5898	65	18	reliability	reliability	NOUN
easat-5898	65	19	of	of	ADP
easat-5898	65	20	each	each	DET
easat-5898	65	21	result	result	NOUN
easat-5898	65	22	is	be	AUX
easat-5898	65	23	assessed	assess	VERB
easat-5898	65	24	based	base	VERB
easat-5898	65	25	on	on	ADP
easat-5898	65	26	supporting	support	VERB
easat-5898	65	27	evidence	evidence	NOUN
easat-5898	65	28	.	.	PUNCT
easat-5898	66	1	this	this	DET
easat-5898	66	2	process	process	NOUN
easat-5898	66	3	ensures	ensure	VERB
easat-5898	66	4	that	that	SCONJ
easat-5898	66	5	the	the	DET
easat-5898	66	6	reassessed	reassessed	ADJ
easat-5898	66	7	data	data	NOUN
easat-5898	66	8	conforms	conform	VERB
easat-5898	66	9	to	to	ADP
easat-5898	66	10	established	establish	VERB
easat-5898	66	11	standards	standard	NOUN
easat-5898	66	12	for	for	ADP
easat-5898	66	13	accuracy	accuracy	NOUN
easat-5898	66	14	and	and	CCONJ
easat-5898	66	15	reliability	reliability	NOUN
easat-5898	66	16	.	.	PUNCT
easat-5898	67	1	2.5	2.5	NUM
easat-5898	67	2	.	.	PUNCT
easat-5898	68	1	final	final	ADJ
easat-5898	68	2	data	datum	NOUN
easat-5898	68	3	generation	generation	NOUN
easat-5898	68	4	data	datum	NOUN
easat-5898	68	5	that	that	PRON
easat-5898	68	6	successfully	successfully	ADV
easat-5898	68	7	passes	pass	VERB
easat-5898	68	8	all	all	DET
easat-5898	68	9	consistency	consistency	NOUN
easat-5898	68	10	checks	check	NOUN
easat-5898	68	11	is	be	AUX
easat-5898	68	12	used	use	VERB
easat-5898	68	13	to	to	PART
easat-5898	68	14	generate	generate	VERB
easat-5898	68	15	optimized	optimize	VERB
easat-5898	68	16	emotion	emotion	NOUN
easat-5898	68	17	datasets	dataset	NOUN
easat-5898	68	18	by	by	ADP
easat-5898	68	19	combining	combine	VERB
easat-5898	68	20	sentence	sentence	NOUN
easat-5898	68	21	data	datum	NOUN
easat-5898	68	22	with	with	ADP
easat-5898	68	23	final	final	ADJ
easat-5898	68	24	va	va	NOUN
easat-5898	68	25	evaluation	evaluation	NOUN
easat-5898	68	26	results	result	NOUN
easat-5898	68	27	.	.	PUNCT
easat-5898	69	1	the	the	DET
easat-5898	69	2	finalized	finalize	VERB
easat-5898	69	3	data	data	NOUN
easat-5898	69	4	is	be	AUX
easat-5898	69	5	systematically	systematically	ADV
easat-5898	69	6	organized	organize	VERB
easat-5898	69	7	to	to	PART
easat-5898	69	8	ensure	ensure	VERB
easat-5898	69	9	both	both	DET
easat-5898	69	10	reliability	reliability	NOUN
easat-5898	69	11	and	and	CCONJ
easat-5898	69	12	efficiency	efficiency	NOUN
easat-5898	69	13	,	,	PUNCT
easat-5898	69	14	providing	provide	VERB
easat-5898	69	15	a	a	DET
easat-5898	69	16	strong	strong	ADJ
easat-5898	69	17	foundation	foundation	NOUN
easat-5898	69	18	for	for	ADP
easat-5898	69	19	emotion	emotion	NOUN
easat-5898	69	20	analysis	analysis	NOUN
easat-5898	69	21	.	.	PUNCT
easat-5898	70	1	the	the	DET
easat-5898	70	2	optimized	optimize	VERB
easat-5898	70	3	dataset	dataset	NOUN
easat-5898	70	4	improves	improve	VERB
easat-5898	70	5	the	the	DET
easat-5898	70	6	accuracy	accuracy	NOUN
easat-5898	70	7	of	of	ADP
easat-5898	70	8	emotion	emotion	NOUN
easat-5898	70	9	models	model	NOUN
easat-5898	70	10	and	and	CCONJ
easat-5898	70	11	supports	support	VERB
easat-5898	70	12	the	the	DET
easat-5898	70	13	development	development	NOUN
easat-5898	70	14	of	of	ADP
easat-5898	70	15	consistent	consistent	ADJ
easat-5898	70	16	and	and	CCONJ
easat-5898	70	17	reliable	reliable	ADJ
easat-5898	70	18	analytical	analytical	ADJ
easat-5898	70	19	processes	process	NOUN
easat-5898	70	20	.	.	PUNCT
easat-5898	71	1	3	3	X
easat-5898	71	2	.	.	X
easat-5898	71	3	emotion	emotion	NOUN
easat-5898	71	4	data	datum	NOUN
easat-5898	71	5	analysis	analysis	NOUN
easat-5898	71	6	via	via	ADP
easat-5898	71	7	va	va	PROPN
easat-5898	71	8	weights	weight	VERB
easat-5898	71	9	a	a	DET
easat-5898	71	10	dataset	dataset	NOUN
easat-5898	71	11	was	be	AUX
easat-5898	71	12	constructed	construct	VERB
easat-5898	71	13	following	follow	VERB
easat-5898	71	14	the	the	DET
easat-5898	71	15	proposed	propose	VERB
easat-5898	71	16	workflow	workflow	NOUN
easat-5898	71	17	,	,	PUNCT
easat-5898	71	18	and	and	CCONJ
easat-5898	71	19	va	va	NOUN
easat-5898	71	20	values	value	NOUN
easat-5898	71	21	derived	derive	VERB
easat-5898	71	22	from	from	ADP
easat-5898	71	23	weighted	weighted	ADJ
easat-5898	71	24	evaluations	evaluation	NOUN
easat-5898	71	25	were	be	AUX
easat-5898	71	26	visualized	visualize	VERB
easat-5898	71	27	to	to	PART
easat-5898	71	28	analyze	analyze	VERB
easat-5898	71	29	the	the	DET
easat-5898	71	30	emotional	emotional	ADJ
easat-5898	71	31	spectrum	spectrum	NOUN
easat-5898	71	32	.	.	PUNCT
easat-5898	72	1	the	the	DET
easat-5898	72	2	final	final	ADJ
easat-5898	72	3	dataset	dataset	NOUN
easat-5898	72	4	,	,	PUNCT
easat-5898	72	5	which	which	PRON
easat-5898	72	6	comprises	comprise	VERB
easat-5898	72	7	va	va	PROPN
easat-5898	72	8	scores	score	NOUN
easat-5898	72	9	from	from	ADP
easat-5898	72	10	user	user	NOUN
easat-5898	72	11	assessments	assessment	NOUN
easat-5898	72	12	and	and	CCONJ
easat-5898	72	13	chatgpt-4	chatgpt-4	PROPN
easat-5898	72	14	evaluations	evaluation	NOUN
easat-5898	72	15	,	,	PUNCT
easat-5898	72	16	was	be	AUX
easat-5898	72	17	utilized	utilize	VERB
easat-5898	72	18	to	to	PART
easat-5898	72	19	generate	generate	VERB
easat-5898	72	20	weighted	weight	VERB
easat-5898	72	21	average	average	ADJ
easat-5898	72	22	va	va	NOUN
easat-5898	72	23	values	value	NOUN
easat-5898	72	24	using	use	VERB
easat-5898	72	25	different	different	ADJ
easat-5898	72	26	weight	weight	NOUN
easat-5898	72	27	combinations	combination	NOUN
easat-5898	72	28	(	(	PUNCT
easat-5898	72	29	0.5	0.5	NUM
easat-5898	72	30	,	,	PUNCT
easat-5898	72	31	0.9	0.9	NUM
easat-5898	72	32	)	)	PUNCT
easat-5898	72	33	.	.	PUNCT
easat-5898	73	1	fig	fig	NOUN
easat-5898	73	2	.	.	PUNCT
easat-5898	74	1	5	5	NUM
easat-5898	74	2	presents	present	VERB
easat-5898	74	3	the	the	DET
easat-5898	74	4	va	va	NOUN
easat-5898	74	5	distribution	distribution	NOUN
easat-5898	74	6	generated	generate	VERB
easat-5898	74	7	from	from	ADP
easat-5898	74	8	these	these	DET
easat-5898	74	9	weighted	weight	VERB
easat-5898	74	10	averages	average	NOUN
easat-5898	74	11	,	,	PUNCT
easat-5898	74	12	where	where	SCONJ
easat-5898	74	13	the	the	DET
easat-5898	74	14	x	x	X
easat-5898	74	15	and	and	CCONJ
easat-5898	74	16	y	y	PROPN
easat-5898	74	17	axes	axis	NOUN
easat-5898	74	18	representing	represent	VERB
easat-5898	74	19	valence	valence	NOUN
easat-5898	74	20	and	and	CCONJ
easat-5898	74	21	arousal	arousal	NOUN
easat-5898	74	22	,	,	PUNCT
easat-5898	74	23	respectively	respectively	ADV
easat-5898	74	24	.	.	PUNCT
easat-5898	75	1	2991	2991	NUM
easat-5898	75	2	edelweiss	edelweiss	PROPN
easat-5898	75	3	applied	apply	VERB
easat-5898	75	4	science	science	NOUN
easat-5898	75	5	and	and	CCONJ
easat-5898	75	6	technology	technology	NOUN
easat-5898	75	7	issn	issn	PROPN
easat-5898	75	8	:	:	PUNCT
easat-5898	75	9	2576	2576	NUM
easat-5898	75	10	-	-	SYM
easat-5898	75	11	8484	8484	NUM
easat-5898	75	12	vol	vol	NOUN
easat-5898	75	13	.	.	PROPN
easat-5898	76	1	9	9	NUM
easat-5898	76	2	,	,	PUNCT
easat-5898	76	3	no	no	INTJ
easat-5898	76	4	.	.	NOUN
easat-5898	76	5	3	3	NUM
easat-5898	76	6	:	:	SYM
easat-5898	76	7	2987	2987	NUM
easat-5898	76	8	-	-	SYM
easat-5898	76	9	2992	2992	NUM
easat-5898	76	10	,	,	PUNCT
easat-5898	76	11	2025	2025	NUM
easat-5898	76	12	doi	doi	NOUN
easat-5898	76	13	:	:	PUNCT
easat-5898	76	14	10.55214/25768484.v9i3.5898	10.55214/25768484.v9i3.5898	PROPN
easat-5898	76	15	©	©	PROPN
easat-5898	76	16	2025	2025	NUM
easat-5898	76	17	by	by	ADP
easat-5898	76	18	the	the	DET
easat-5898	76	19	authors	author	NOUN
easat-5898	76	20	;	;	PUNCT
easat-5898	76	21	licensee	licensee	PROPN
easat-5898	76	22	learning	learn	VERB
easat-5898	76	23	gate	gate	PROPN
easat-5898	76	24	figure	figure	NOUN
easat-5898	76	25	5	5	NUM
easat-5898	76	26	.	.	PUNCT
easat-5898	76	27	weighted	weight	VERB
easat-5898	76	28	evaluation	evaluation	NOUN
easat-5898	76	29	metrics	metric	NOUN
easat-5898	76	30	visualization	visualization	NOUN
easat-5898	76	31	.	.	PUNCT
easat-5898	77	1	previous	previous	ADJ
easat-5898	77	2	studies	study	NOUN
easat-5898	77	3	have	have	AUX
easat-5898	77	4	highlighted	highlight	VERB
easat-5898	77	5	the	the	DET
easat-5898	77	6	challenges	challenge	NOUN
easat-5898	77	7	of	of	ADP
easat-5898	77	8	capturing	capture	VERB
easat-5898	77	9	the	the	DET
easat-5898	77	10	full	full	ADJ
easat-5898	77	11	emotional	emotional	ADJ
easat-5898	77	12	spectrum	spectrum	NOUN
easat-5898	77	13	in	in	ADP
easat-5898	77	14	va	va	PROPN
easat-5898	77	15	evaluations	evaluation	NOUN
easat-5898	77	16	[	[	X
easat-5898	77	17	16	16	NUM
easat-5898	77	18	]	]	PUNCT
easat-5898	77	19	.	.	PUNCT
easat-5898	78	1	they	they	PRON
easat-5898	78	2	have	have	AUX
easat-5898	78	3	also	also	ADV
easat-5898	78	4	noted	note	VERB
easat-5898	78	5	the	the	DET
easat-5898	78	6	emergence	emergence	NOUN
easat-5898	78	7	of	of	ADP
easat-5898	78	8	distinct	distinct	ADJ
easat-5898	78	9	patterns	pattern	NOUN
easat-5898	78	10	,	,	PUNCT
easat-5898	78	11	including	include	VERB
easat-5898	78	12	vand	vand	NOUN
easat-5898	78	13	u	u	NOUN
easat-5898	78	14	-	-	ADJ
easat-5898	78	15	shaped	shape	VERB
easat-5898	78	16	distributions	distribution	NOUN
easat-5898	78	17	,	,	PUNCT
easat-5898	78	18	in	in	ADP
easat-5898	78	19	the	the	DET
easat-5898	78	20	evaluation	evaluation	NOUN
easat-5898	78	21	results[11	results[11	NOUN
easat-5898	78	22	,	,	PUNCT
easat-5898	78	23	12	12	NUM
easat-5898	78	24	]	]	PUNCT
easat-5898	78	25	.	.	PUNCT
easat-5898	79	1	in	in	ADP
easat-5898	79	2	this	this	DET
easat-5898	79	3	study	study	NOUN
easat-5898	79	4	,	,	PUNCT
easat-5898	79	5	equal	equal	ADJ
easat-5898	79	6	weights	weight	NOUN
easat-5898	79	7	(	(	PUNCT
easat-5898	79	8	0.5	0.5	NUM
easat-5898	79	9	)	)	PUNCT
easat-5898	79	10	applied	apply	VERB
easat-5898	79	11	to	to	ADP
easat-5898	79	12	both	both	DET
easat-5898	79	13	user	user	NOUN
easat-5898	79	14	and	and	CCONJ
easat-5898	79	15	model	model	NOUN
easat-5898	79	16	evaluations	evaluation	NOUN
easat-5898	79	17	resulted	result	VERB
easat-5898	79	18	in	in	ADP
easat-5898	79	19	a	a	DET
easat-5898	79	20	balanced	balanced	ADJ
easat-5898	79	21	integration	integration	NOUN
easat-5898	79	22	of	of	ADP
easat-5898	79	23	subjective	subjective	ADJ
easat-5898	79	24	user	user	NOUN
easat-5898	79	25	assessments	assessment	NOUN
easat-5898	79	26	and	and	CCONJ
easat-5898	79	27	model	model	NOUN
easat-5898	79	28	predictions	prediction	NOUN
easat-5898	79	29	,	,	PUNCT
easat-5898	79	30	leading	lead	VERB
easat-5898	79	31	to	to	ADP
easat-5898	79	32	a	a	DET
easat-5898	79	33	richer	rich	ADJ
easat-5898	79	34	emotional	emotional	ADJ
easat-5898	79	35	spectrum	spectrum	NOUN
easat-5898	79	36	.	.	PUNCT
easat-5898	80	1	by	by	ADP
easat-5898	80	2	contrast	contrast	NOUN
easat-5898	80	3	,	,	PUNCT
easat-5898	80	4	when	when	SCONJ
easat-5898	80	5	user	user	NOUN
easat-5898	80	6	evaluations	evaluation	NOUN
easat-5898	80	7	were	be	AUX
easat-5898	80	8	heavily	heavily	ADV
easat-5898	80	9	weighted	weight	VERB
easat-5898	80	10	(	(	PUNCT
easat-5898	80	11	0.9	0.9	NUM
easat-5898	80	12	)	)	PUNCT
easat-5898	80	13	relative	relative	ADJ
easat-5898	80	14	to	to	ADP
easat-5898	80	15	model	model	NOUN
easat-5898	80	16	evaluations	evaluation	NOUN
easat-5898	80	17	(	(	PUNCT
easat-5898	80	18	0.1	0.1	NUM
easat-5898	80	19	)	)	PUNCT
easat-5898	80	20	the	the	DET
easat-5898	80	21	results	result	NOUN
easat-5898	80	22	closely	closely	ADV
easat-5898	80	23	resembled	resemble	VERB
easat-5898	80	24	the	the	DET
easat-5898	80	25	vor	vor	NOUN
easat-5898	80	26	u	u	NOUN
easat-5898	80	27	-	-	VERB
easat-5898	80	28	shaped	shape	VERB
easat-5898	80	29	distributions	distribution	NOUN
easat-5898	80	30	observed	observe	VERB
easat-5898	80	31	in	in	ADP
easat-5898	80	32	previous	previous	ADJ
easat-5898	80	33	research	research	NOUN
easat-5898	80	34	.	.	PUNCT
easat-5898	81	1	these	these	DET
easat-5898	81	2	findings	finding	NOUN
easat-5898	81	3	illustrate	illustrate	VERB
easat-5898	81	4	the	the	DET
easat-5898	81	5	adaptability	adaptability	NOUN
easat-5898	81	6	of	of	ADP
easat-5898	81	7	weighted	weight	VERB
easat-5898	81	8	evaluation	evaluation	NOUN
easat-5898	81	9	methods	method	NOUN
easat-5898	81	10	in	in	ADP
easat-5898	81	11	influencing	influence	VERB
easat-5898	81	12	the	the	DET
easat-5898	81	13	balance	balance	NOUN
easat-5898	81	14	between	between	ADP
easat-5898	81	15	subjective	subjective	ADJ
easat-5898	81	16	judgments	judgment	NOUN
easat-5898	81	17	and	and	CCONJ
easat-5898	81	18	model	model	NOUN
easat-5898	81	19	predictions	prediction	NOUN
easat-5898	81	20	.	.	PUNCT
easat-5898	82	1	by	by	ADP
easat-5898	82	2	adjusting	adjust	VERB
easat-5898	82	3	the	the	DET
easat-5898	82	4	weight	weight	NOUN
easat-5898	82	5	assignments	assignment	NOUN
easat-5898	82	6	,	,	PUNCT
easat-5898	82	7	this	this	DET
easat-5898	82	8	approach	approach	NOUN
easat-5898	82	9	enables	enable	VERB
easat-5898	82	10	a	a	DET
easat-5898	82	11	more	more	ADV
easat-5898	82	12	extensive	extensive	ADJ
easat-5898	82	13	exploration	exploration	NOUN
easat-5898	82	14	of	of	ADP
easat-5898	82	15	emotional	emotional	ADJ
easat-5898	82	16	data	datum	NOUN
easat-5898	82	17	dynamics	dynamic	NOUN
easat-5898	82	18	and	and	CCONJ
easat-5898	82	19	provides	provide	VERB
easat-5898	82	20	a	a	DET
easat-5898	82	21	robust	robust	ADJ
easat-5898	82	22	framework	framework	NOUN
easat-5898	82	23	for	for	ADP
easat-5898	82	24	customizing	customizing	NOUN
easat-5898	82	25	evaluation	evaluation	NOUN
easat-5898	82	26	methods	method	NOUN
easat-5898	82	27	to	to	PART
easat-5898	82	28	meet	meet	VERB
easat-5898	82	29	specific	specific	ADJ
easat-5898	82	30	research	research	NOUN
easat-5898	82	31	objectives	objective	NOUN
easat-5898	82	32	.	.	PUNCT
easat-5898	83	1	4	4	X
easat-5898	83	2	.	.	X
easat-5898	83	3	conclusion	conclusion	NOUN
easat-5898	83	4	this	this	DET
easat-5898	83	5	study	study	NOUN
easat-5898	83	6	presents	present	VERB
easat-5898	83	7	a	a	DET
easat-5898	83	8	va	va	NOUN
easat-5898	83	9	-	-	PUNCT
easat-5898	83	10	based	base	VERB
easat-5898	83	11	data	data	NOUN
easat-5898	83	12	processing	processing	NOUN
easat-5898	83	13	framework	framework	NOUN
easat-5898	83	14	that	that	PRON
easat-5898	83	15	integrates	integrate	VERB
easat-5898	83	16	user	user	NOUN
easat-5898	83	17	evaluations	evaluation	NOUN
easat-5898	83	18	with	with	ADP
easat-5898	83	19	chatgpt-4	chatgpt-4	PROPN
easat-5898	83	20	using	use	VERB
easat-5898	83	21	weighted	weight	VERB
easat-5898	83	22	methodologies	methodology	NOUN
easat-5898	83	23	to	to	PART
easat-5898	83	24	produce	produce	VERB
easat-5898	83	25	reliable	reliable	ADJ
easat-5898	83	26	and	and	CCONJ
easat-5898	83	27	robust	robust	ADJ
easat-5898	83	28	emotion	emotion	NOUN
easat-5898	83	29	datasets	dataset	NOUN
easat-5898	83	30	.	.	PUNCT
easat-5898	84	1	the	the	DET
easat-5898	84	2	weighted	weight	VERB
easat-5898	84	3	evaluation	evaluation	NOUN
easat-5898	84	4	approach	approach	NOUN
easat-5898	84	5	reveals	reveal	VERB
easat-5898	84	6	significant	significant	ADJ
easat-5898	84	7	interactions	interaction	NOUN
easat-5898	84	8	between	between	ADP
easat-5898	84	9	user	user	NOUN
easat-5898	84	10	and	and	CCONJ
easat-5898	84	11	model	model	NOUN
easat-5898	84	12	assessments	assessment	NOUN
easat-5898	84	13	,	,	PUNCT
easat-5898	84	14	which	which	PRON
easat-5898	84	15	can	can	AUX
easat-5898	84	16	lead	lead	VERB
easat-5898	84	17	to	to	PART
easat-5898	84	18	vor	vor	VERB
easat-5898	84	19	u	u	NOUN
easat-5898	84	20	-	-	VERB
easat-5898	84	21	shaped	shape	VERB
easat-5898	84	22	patterns	pattern	NOUN
easat-5898	84	23	when	when	SCONJ
easat-5898	84	24	model	model	NOUN
easat-5898	84	25	evaluations	evaluation	NOUN
easat-5898	84	26	are	be	AUX
easat-5898	84	27	assigned	assign	VERB
easat-5898	84	28	higher	high	ADJ
easat-5898	84	29	weights	weight	NOUN
easat-5898	84	30	.	.	PUNCT
easat-5898	85	1	by	by	ADP
easat-5898	85	2	effectively	effectively	ADV
easat-5898	85	3	balancing	balance	VERB
easat-5898	85	4	subjective	subjective	ADJ
easat-5898	85	5	and	and	CCONJ
easat-5898	85	6	automated	automated	ADJ
easat-5898	85	7	assessments	assessment	NOUN
easat-5898	85	8	,	,	PUNCT
easat-5898	85	9	this	this	DET
easat-5898	85	10	framework	framework	NOUN
easat-5898	85	11	improves	improve	VERB
easat-5898	85	12	the	the	DET
easat-5898	85	13	reliability	reliability	NOUN
easat-5898	85	14	and	and	CCONJ
easat-5898	85	15	diversity	diversity	NOUN
easat-5898	85	16	of	of	ADP
easat-5898	85	17	emotion	emotion	NOUN
easat-5898	85	18	datasets	dataset	NOUN
easat-5898	85	19	,	,	PUNCT
easat-5898	85	20	paving	pave	VERB
easat-5898	85	21	the	the	DET
easat-5898	85	22	way	way	NOUN
easat-5898	85	23	for	for	ADP
easat-5898	85	24	advanced	advanced	ADJ
easat-5898	85	25	applications	application	NOUN
easat-5898	85	26	in	in	ADP
easat-5898	85	27	sentiment	sentiment	NOUN
easat-5898	85	28	analysis	analysis	NOUN
easat-5898	85	29	and	and	CCONJ
easat-5898	85	30	emotional	emotional	ADJ
easat-5898	85	31	dialogue	dialogue	NOUN
easat-5898	85	32	systems	system	NOUN
easat-5898	85	33	.	.	PUNCT
easat-5898	86	1	future	future	ADJ
easat-5898	86	2	research	research	NOUN
easat-5898	86	3	will	will	AUX
easat-5898	86	4	focus	focus	VERB
easat-5898	86	5	on	on	ADP
easat-5898	86	6	expanding	expand	VERB
easat-5898	86	7	the	the	DET
easat-5898	86	8	dataset	dataset	NOUN
easat-5898	86	9	to	to	PART
easat-5898	86	10	include	include	VERB
easat-5898	86	11	high	high	ADJ
easat-5898	86	12	-	-	PUNCT
easat-5898	86	13	valence	valence	NOUN
easat-5898	86	14	regions	region	NOUN
easat-5898	86	15	and	and	CCONJ
easat-5898	86	16	evaluating	evaluate	VERB
easat-5898	86	17	the	the	DET
easat-5898	86	18	performance	performance	NOUN
easat-5898	86	19	of	of	ADP
easat-5898	86	20	augmented	augment	VERB
easat-5898	86	21	datasets	dataset	NOUN
easat-5898	86	22	across	across	ADP
easat-5898	86	23	various	various	ADJ
easat-5898	86	24	machine	machine	NOUN
easat-5898	86	25	learning	learning	NOUN
easat-5898	86	26	models	model	NOUN
easat-5898	86	27	to	to	PART
easat-5898	86	28	further	far	ADV
easat-5898	86	29	enhance	enhance	VERB
easat-5898	86	30	the	the	DET
easat-5898	86	31	analysis	analysis	NOUN
easat-5898	86	32	of	of	ADP
easat-5898	86	33	complex	complex	ADJ
easat-5898	86	34	emotional	emotional	ADJ
easat-5898	86	35	states	state	NOUN
easat-5898	86	36	.	.	PUNCT
easat-5898	87	1	transparency	transparency	NOUN
easat-5898	87	2	:	:	PUNCT
easat-5898	87	3	the	the	DET
easat-5898	87	4	authors	author	NOUN
easat-5898	87	5	confirm	confirm	VERB
easat-5898	87	6	that	that	SCONJ
easat-5898	87	7	the	the	DET
easat-5898	87	8	manuscript	manuscript	NOUN
easat-5898	87	9	is	be	AUX
easat-5898	87	10	an	an	DET
easat-5898	87	11	honest	honest	ADJ
easat-5898	87	12	,	,	PUNCT
easat-5898	87	13	accurate	accurate	ADJ
easat-5898	87	14	,	,	PUNCT
easat-5898	87	15	and	and	CCONJ
easat-5898	87	16	transparent	transparent	ADJ
easat-5898	87	17	account	account	NOUN
easat-5898	87	18	of	of	ADP
easat-5898	87	19	the	the	DET
easat-5898	87	20	study	study	NOUN
easat-5898	87	21	;	;	PUNCT
easat-5898	87	22	that	that	SCONJ
easat-5898	87	23	no	no	DET
easat-5898	87	24	vital	vital	ADJ
easat-5898	87	25	features	feature	NOUN
easat-5898	87	26	of	of	ADP
easat-5898	87	27	the	the	DET
easat-5898	87	28	study	study	NOUN
easat-5898	87	29	have	have	AUX
easat-5898	87	30	been	be	AUX
easat-5898	87	31	omitted	omit	VERB
easat-5898	87	32	;	;	PUNCT
easat-5898	87	33	and	and	CCONJ
easat-5898	87	34	that	that	SCONJ
easat-5898	87	35	any	any	DET
easat-5898	87	36	discrepancies	discrepancy	NOUN
easat-5898	87	37	from	from	ADP
easat-5898	87	38	the	the	DET
easat-5898	87	39	study	study	NOUN
easat-5898	87	40	as	as	SCONJ
easat-5898	87	41	planned	plan	VERB
easat-5898	87	42	have	have	AUX
easat-5898	87	43	been	be	AUX
easat-5898	87	44	explained	explain	VERB
easat-5898	87	45	.	.	PUNCT
easat-5898	88	1	this	this	DET
easat-5898	88	2	study	study	NOUN
easat-5898	88	3	followed	follow	VERB
easat-5898	88	4	all	all	DET
easat-5898	88	5	ethical	ethical	ADJ
easat-5898	88	6	practices	practice	NOUN
easat-5898	88	7	during	during	ADP
easat-5898	88	8	writing	writing	NOUN
easat-5898	88	9	.	.	PUNCT
easat-5898	89	1	copyright	copyright	NOUN
easat-5898	89	2	:	:	PUNCT
easat-5898	89	3	©	©	PROPN
easat-5898	89	4	2025	2025	NUM
easat-5898	89	5	by	by	ADP
easat-5898	89	6	the	the	DET
easat-5898	89	7	authors	author	NOUN
easat-5898	89	8	.	.	PUNCT
easat-5898	90	1	this	this	DET
easat-5898	90	2	open	open	ADJ
easat-5898	90	3	-	-	PUNCT
easat-5898	90	4	access	access	NOUN
easat-5898	90	5	article	article	NOUN
easat-5898	90	6	is	be	AUX
easat-5898	90	7	distributed	distribute	VERB
easat-5898	90	8	under	under	ADP
easat-5898	90	9	the	the	DET
easat-5898	90	10	terms	term	NOUN
easat-5898	90	11	and	and	CCONJ
easat-5898	90	12	conditions	condition	NOUN
easat-5898	90	13	of	of	ADP
easat-5898	90	14	the	the	DET
easat-5898	90	15	creative	creative	ADJ
easat-5898	90	16	commons	common	NOUN
easat-5898	90	17	attribution	attribution	NOUN
easat-5898	90	18	(	(	PUNCT
easat-5898	90	19	cc	cc	NOUN
easat-5898	90	20	by	by	ADP
easat-5898	90	21	)	)	PUNCT
easat-5898	90	22	license	license	NOUN
easat-5898	90	23	(	(	PUNCT
easat-5898	90	24	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-5898	90	25	)	)	PUNCT
easat-5898	90	26	.	.	PUNCT
easat-5898	91	1	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-5898	91	2	2992	2992	PROPN
easat-5898	91	3	edelweiss	edelweiss	PROPN
easat-5898	91	4	applied	apply	VERB
easat-5898	91	5	science	science	NOUN
easat-5898	91	6	and	and	CCONJ
easat-5898	91	7	technology	technology	NOUN
easat-5898	91	8	issn	issn	PROPN
easat-5898	91	9	:	:	PUNCT
easat-5898	91	10	2576	2576	NUM
easat-5898	91	11	-	-	SYM
easat-5898	91	12	8484	8484	NUM
easat-5898	91	13	vol	vol	NOUN
easat-5898	91	14	.	.	PROPN
easat-5898	92	1	9	9	NUM
easat-5898	92	2	,	,	PUNCT
easat-5898	92	3	no	no	INTJ
easat-5898	92	4	.	.	NOUN
easat-5898	92	5	3	3	NUM
easat-5898	92	6	:	:	SYM
easat-5898	92	7	2987	2987	NUM
easat-5898	92	8	-	-	SYM
easat-5898	92	9	2992	2992	NUM
easat-5898	92	10	,	,	PUNCT
easat-5898	92	11	2025	2025	NUM
easat-5898	92	12	doi	doi	NOUN
easat-5898	92	13	:	:	PUNCT
easat-5898	92	14	10.55214/25768484.v9i3.5898	10.55214/25768484.v9i3.5898	PROPN
easat-5898	92	15	©	©	PROPN
easat-5898	92	16	2025	2025	NUM
easat-5898	92	17	by	by	ADP
easat-5898	92	18	the	the	DET
easat-5898	92	19	authors	author	NOUN
easat-5898	92	20	;	;	PUNCT
easat-5898	92	21	licensee	licensee	PROPN
easat-5898	92	22	learning	learn	VERB
easat-5898	92	23	gate	gate	NOUN
easat-5898	92	24	references	reference	NOUN
easat-5898	92	25	[	[	X
easat-5898	92	26	1	1	NUM
easat-5898	92	27	]	]	X
easat-5898	92	28	j.-k	j.-k	PROPN
easat-5898	92	29	.	.	PUNCT
easat-5898	93	1	sung	sung	PROPN
easat-5898	93	2	,	,	PUNCT
easat-5898	93	3	y.	y.	PROPN
easat-5898	93	4	b.	b.	PROPN
easat-5898	93	5	kim	kim	PROPN
easat-5898	93	6	,	,	PUNCT
easat-5898	93	7	and	and	CCONJ
easat-5898	93	8	y.-g	y.-g	PROPN
easat-5898	93	9	.	.	PUNCT
easat-5898	94	1	kim	kim	PROPN
easat-5898	94	2	,	,	PUNCT
easat-5898	94	3	"	"	PUNCT
easat-5898	94	4	deep	deep	ADJ
easat-5898	94	5	learning	learning	NOUN
easat-5898	94	6	-	-	PUNCT
easat-5898	94	7	based	base	VERB
easat-5898	94	8	multilingual	multilingual	ADJ
easat-5898	94	9	sentimental	sentimental	ADJ
easat-5898	94	10	analysis	analysis	NOUN
easat-5898	94	11	using	use	VERB
easat-5898	94	12	english	english	PROPN
easat-5898	94	13	review	review	NOUN
easat-5898	94	14	data	datum	NOUN
easat-5898	94	15	,	,	PUNCT
easat-5898	94	16	"	"	PUNCT
easat-5898	94	17	the	the	DET
easat-5898	94	18	journal	journal	NOUN
easat-5898	94	19	of	of	ADP
easat-5898	94	20	the	the	DET
easat-5898	94	21	institute	institute	PROPN
easat-5898	94	22	of	of	ADP
easat-5898	94	23	internet	internet	NOUN
easat-5898	94	24	,	,	PUNCT
easat-5898	94	25	broadcasting	broadcasting	NOUN
easat-5898	94	26	and	and	CCONJ
easat-5898	94	27	communication	communication	NOUN
easat-5898	94	28	,	,	PUNCT
easat-5898	94	29	vol	vol	NOUN
easat-5898	94	30	.	.	PROPN
easat-5898	94	31	19	19	NUM
easat-5898	94	32	,	,	PUNCT
easat-5898	94	33	no	no	INTJ
easat-5898	94	34	.	.	NOUN
easat-5898	94	35	3	3	NUM
easat-5898	94	36	,	,	PUNCT
easat-5898	94	37	pp	pp	ADJ
easat-5898	94	38	.	.	PUNCT
easat-5898	95	1	9	9	NUM
easat-5898	95	2	-	-	SYM
easat-5898	95	3	15	15	NUM
easat-5898	95	4	,	,	PUNCT
easat-5898	95	5	2019	2019	NUM
easat-5898	95	6	.	.	PUNCT
easat-5898	96	1	[	[	X
easat-5898	96	2	2	2	NUM
easat-5898	96	3	]	]	PUNCT
easat-5898	96	4	a.	a.	NOUN
easat-5898	96	5	biró	biró	PROPN
easat-5898	96	6	,	,	PUNCT
easat-5898	96	7	a.	a.	PROPN
easat-5898	96	8	i.	i.	PROPN
easat-5898	96	9	cuesta	cuesta	PROPN
easat-5898	96	10	-	-	PUNCT
easat-5898	96	11	vargas	vargas	NOUN
easat-5898	96	12	,	,	PUNCT
easat-5898	96	13	and	and	CCONJ
easat-5898	96	14	l.	l.	PROPN
easat-5898	96	15	szilágyi	szilágyi	PROPN
easat-5898	96	16	,	,	PUNCT
easat-5898	96	17	"	"	PUNCT
easat-5898	96	18	precognition	precognition	NOUN
easat-5898	96	19	of	of	ADP
easat-5898	96	20	mental	mental	ADJ
easat-5898	96	21	health	health	NOUN
easat-5898	96	22	and	and	CCONJ
easat-5898	96	23	neurogenerative	neurogenerative	ADJ
easat-5898	96	24	disorders	disorder	NOUN
easat-5898	96	25	using	use	VERB
easat-5898	96	26	aiparsed	aiparsed	ADJ
easat-5898	96	27	text	text	NOUN
easat-5898	96	28	and	and	CCONJ
easat-5898	96	29	sentiment	sentiment	NOUN
easat-5898	96	30	analysis	analysis	NOUN
easat-5898	96	31	,	,	PUNCT
easat-5898	96	32	"	"	PUNCT
easat-5898	96	33	acta	acta	PROPN
easat-5898	96	34	universitatis	universitatis	PROPN
easat-5898	96	35	sapientiae	sapientiae	PROPN
easat-5898	96	36	,	,	PUNCT
easat-5898	96	37	vol	vol	NOUN
easat-5898	96	38	.	.	PROPN
easat-5898	96	39	15	15	NUM
easat-5898	96	40	,	,	PUNCT
easat-5898	96	41	no	no	INTJ
easat-5898	96	42	.	.	NOUN
easat-5898	96	43	2	2	NUM
easat-5898	96	44	,	,	PUNCT
easat-5898	96	45	pp	pp	ADJ
easat-5898	96	46	.	.	PUNCT
easat-5898	97	1	359	359	NUM
easat-5898	97	2	-	-	NUM
easat-5898	97	3	403	403	NUM
easat-5898	97	4	,	,	PUNCT
easat-5898	97	5	2023	2023	NUM
easat-5898	97	6	.	.	PUNCT
easat-5898	98	1	[	[	X
easat-5898	98	2	3	3	X
easat-5898	98	3	]	]	PUNCT
easat-5898	98	4	t.	t.	NOUN
easat-5898	98	5	matsuzaki	matsuzaki	PROPN
easat-5898	98	6	,	,	PUNCT
easat-5898	98	7	h.	h.	PROPN
easat-5898	98	8	mizoguchi	mizoguchi	PROPN
easat-5898	98	9	,	,	PUNCT
easat-5898	98	10	and	and	CCONJ
easat-5898	98	11	k.	k.	PROPN
easat-5898	98	12	yamada	yamada	PROPN
easat-5898	98	13	,	,	PUNCT
easat-5898	98	14	"	"	PUNCT
easat-5898	98	15	the	the	DET
easat-5898	98	16	use	use	NOUN
easat-5898	98	17	of	of	ADP
easat-5898	98	18	text	text	NOUN
easat-5898	98	19	mining	mining	NOUN
easat-5898	98	20	to	to	PART
easat-5898	98	21	obtain	obtain	VERB
easat-5898	98	22	a	a	DET
easat-5898	98	23	historical	historical	ADJ
easat-5898	98	24	overview	overview	NOUN
easat-5898	98	25	of	of	ADP
easat-5898	98	26	research	research	NOUN
easat-5898	98	27	on	on	ADP
easat-5898	98	28	therapeutic	therapeutic	ADJ
easat-5898	98	29	drug	drug	NOUN
easat-5898	98	30	monitoring	monitoring	NOUN
easat-5898	98	31	,	,	PUNCT
easat-5898	98	32	"	"	PUNCT
easat-5898	98	33	biological	biological	ADJ
easat-5898	98	34	and	and	CCONJ
easat-5898	98	35	pharmaceutical	pharmaceutical	NOUN
easat-5898	98	36	bulletin	bulletin	NOUN
easat-5898	98	37	,	,	PUNCT
easat-5898	98	38	vol	vol	NOUN
easat-5898	98	39	.	.	PROPN
easat-5898	99	1	47	47	NUM
easat-5898	99	2	,	,	PUNCT
easat-5898	99	3	no	no	INTJ
easat-5898	99	4	.	.	NOUN
easat-5898	99	5	11	11	NUM
easat-5898	99	6	,	,	PUNCT
easat-5898	99	7	pp	pp	ADJ
easat-5898	99	8	.	.	PUNCT
easat-5898	100	1	1883	1883	NUM
easat-5898	100	2	-	-	SYM
easat-5898	100	3	1892	1892	NUM
easat-5898	100	4	,	,	PUNCT
easat-5898	100	5	2024	2024	NUM
easat-5898	100	6	,	,	PUNCT
easat-5898	100	7	doi	doi	NOUN
easat-5898	100	8	:	:	PUNCT
easat-5898	100	9	https://doi.org/10.1248/bpb.b24-00319	https://doi.org/10.1248/bpb.b24-00319	PROPN
easat-5898	100	10	.	.	PUNCT
easat-5898	101	1	[	[	X
easat-5898	101	2	4	4	X
easat-5898	101	3	]	]	X
easat-5898	101	4	r.	r.	PROPN
easat-5898	101	5	gul	gul	PROPN
easat-5898	101	6	and	and	CCONJ
easat-5898	101	7	m.	m.	NOUN
easat-5898	101	8	bashir	bashir	PROPN
easat-5898	101	9	,	,	PUNCT
easat-5898	101	10	"	"	PUNCT
easat-5898	101	11	feature	feature	NOUN
easat-5898	101	12	selection	selection	NOUN
easat-5898	101	13	for	for	ADP
easat-5898	101	14	sentiment	sentiment	NOUN
easat-5898	101	15	analysis	analysis	NOUN
easat-5898	101	16	using	use	VERB
easat-5898	101	17	hybrid	hybrid	ADJ
easat-5898	101	18	multiobjective	multiobjective	ADJ
easat-5898	101	19	evolutionary	evolutionary	ADJ
easat-5898	101	20	algorithm	algorithm	NOUN
easat-5898	101	21	,	,	PUNCT
easat-5898	101	22	"	"	PUNCT
easat-5898	101	23	journal	journal	NOUN
easat-5898	101	24	of	of	ADP
easat-5898	101	25	intelligent	intelligent	ADJ
easat-5898	101	26	&	&	CCONJ
easat-5898	101	27	fuzzy	fuzzy	ADJ
easat-5898	101	28	systems	system	NOUN
easat-5898	101	29	,	,	PUNCT
easat-5898	101	30	no	no	INTJ
easat-5898	101	31	.	.	PUNCT
easat-5898	101	32	preprint	preprint	NOUN
easat-5898	101	33	,	,	PUNCT
easat-5898	101	34	pp	pp	ADJ
easat-5898	101	35	.	.	PUNCT
easat-5898	102	1	1	1	NUM
easat-5898	102	2	-	-	SYM
easat-5898	102	3	16	16	NUM
easat-5898	102	4	,	,	PUNCT
easat-5898	102	5	2024	2024	NUM
easat-5898	102	6	,	,	PUNCT
easat-5898	102	7	doi	doi	NOUN
easat-5898	102	8	:	:	PUNCT
easat-5898	102	9	https://doi.org/10.3233/jifs-234615	https://doi.org/10.3233/jifs-234615	NOUN
easat-5898	102	10	.	.	PUNCT
easat-5898	103	1	[	[	X
easat-5898	103	2	5	5	X
easat-5898	103	3	]	]	PUNCT
easat-5898	103	4	l.	l.	PROPN
easat-5898	103	5	r.	r.	PROPN
easat-5898	103	6	krosuri	krosuri	PROPN
easat-5898	103	7	and	and	CCONJ
easat-5898	103	8	r.	r.	PROPN
easat-5898	103	9	s.	s.	PROPN
easat-5898	103	10	aravapalli	aravapalli	PROPN
easat-5898	103	11	,	,	PUNCT
easat-5898	103	12	"	"	PUNCT
easat-5898	103	13	novel	novel	ADJ
easat-5898	103	14	heuristic	heuristic	NOUN
easat-5898	103	15	-	-	PUNCT
easat-5898	103	16	based	base	VERB
easat-5898	103	17	hybrid	hybrid	ADJ
easat-5898	103	18	resnext	resnext	NOUN
easat-5898	103	19	with	with	ADP
easat-5898	103	20	recurrent	recurrent	ADJ
easat-5898	103	21	neural	neural	ADJ
easat-5898	103	22	network	network	NOUN
easat-5898	103	23	to	to	PART
easat-5898	103	24	handle	handle	VERB
easat-5898	103	25	multi	multi	ADJ
easat-5898	103	26	class	class	NOUN
easat-5898	103	27	classification	classification	NOUN
easat-5898	103	28	of	of	ADP
easat-5898	103	29	sentiment	sentiment	NOUN
easat-5898	103	30	analysis	analysis	NOUN
easat-5898	103	31	,	,	PUNCT
easat-5898	103	32	"	"	PUNCT
easat-5898	103	33	machine	machine	NOUN
easat-5898	103	34	learning	learning	NOUN
easat-5898	103	35	:	:	PUNCT
easat-5898	103	36	science	science	NOUN
easat-5898	103	37	and	and	CCONJ
easat-5898	103	38	technology	technology	NOUN
easat-5898	103	39	,	,	PUNCT
easat-5898	103	40	vol	vol	NOUN
easat-5898	103	41	.	.	PROPN
easat-5898	104	1	4	4	NUM
easat-5898	104	2	,	,	PUNCT
easat-5898	104	3	no	no	INTJ
easat-5898	104	4	.	.	NOUN
easat-5898	104	5	1	1	NUM
easat-5898	104	6	,	,	PUNCT
easat-5898	104	7	p.	p.	NOUN
easat-5898	104	8	015033	015033	NUM
easat-5898	104	9	,	,	PUNCT
easat-5898	104	10	2023	2023	NUM
easat-5898	104	11	,	,	PUNCT
easat-5898	104	12	doi	doi	NOUN
easat-5898	104	13	:	:	PUNCT
easat-5898	104	14	https://doi.org/10.1088/2632-2153/acc0d5	https://doi.org/10.1088/2632-2153/acc0d5	X
easat-5898	104	15	.	.	PUNCT
easat-5898	105	1	[	[	X
easat-5898	105	2	6	6	NUM
easat-5898	105	3	]	]	PUNCT
easat-5898	105	4	j.	j.	PROPN
easat-5898	105	5	a.	a.	PROPN
easat-5898	105	6	russell	russell	PROPN
easat-5898	105	7	,	,	PUNCT
easat-5898	105	8	"	"	PUNCT
easat-5898	105	9	a	a	DET
easat-5898	105	10	circumplex	circumplex	NOUN
easat-5898	105	11	model	model	NOUN
easat-5898	105	12	of	of	ADP
easat-5898	105	13	affect	affect	NOUN
easat-5898	105	14	,	,	PUNCT
easat-5898	105	15	"	"	PUNCT
easat-5898	105	16	journal	journal	NOUN
easat-5898	105	17	of	of	ADP
easat-5898	105	18	personality	personality	NOUN
easat-5898	105	19	and	and	CCONJ
easat-5898	105	20	social	social	ADJ
easat-5898	105	21	psychology	psychology	NOUN
easat-5898	105	22	,	,	PUNCT
easat-5898	105	23	vol	vol	NOUN
easat-5898	105	24	.	.	PROPN
easat-5898	105	25	39	39	NUM
easat-5898	105	26	,	,	PUNCT
easat-5898	105	27	no	no	INTJ
easat-5898	105	28	.	.	NOUN
easat-5898	105	29	6	6	NUM
easat-5898	105	30	,	,	PUNCT
easat-5898	105	31	p.	p.	NOUN
easat-5898	105	32	1161	1161	NUM
easat-5898	105	33	,	,	PUNCT
easat-5898	105	34	1980	1980	NUM
easat-5898	105	35	,	,	PUNCT
easat-5898	105	36	doi	doi	NOUN
easat-5898	105	37	:	:	PUNCT
easat-5898	105	38	https://doi.org/10.1037/h0077714	https://doi.org/10.1037/h0077714	NUM
easat-5898	105	39	.	.	PUNCT
easat-5898	106	1	[	[	X
easat-5898	106	2	7	7	X
easat-5898	106	3	]	]	PUNCT
easat-5898	106	4	k.	k.	PROPN
easat-5898	106	5	k.	k.	PROPN
easat-5898	106	6	imbir	imbir	PROPN
easat-5898	106	7	,	,	PUNCT
easat-5898	106	8	j.	j.	PROPN
easat-5898	106	9	duda	duda	PROPN
easat-5898	106	10	-	-	PUNCT
easat-5898	106	11	goławska	goławska	PROPN
easat-5898	106	12	,	,	PUNCT
easat-5898	106	13	a.	a.	NOUN
easat-5898	106	14	wielgopolan	wielgopolan	PROPN
easat-5898	106	15	,	,	PUNCT
easat-5898	106	16	a.	a.	NOUN
easat-5898	106	17	sobieszek	sobieszek	NOUN
easat-5898	106	18	,	,	PUNCT
easat-5898	106	19	m.	m.	NOUN
easat-5898	106	20	pastwa	pastwa	NOUN
easat-5898	106	21	,	,	PUNCT
easat-5898	106	22	and	and	CCONJ
easat-5898	106	23	j.	j.	PROPN
easat-5898	106	24	zygierewicz	zygierewicz	PROPN
easat-5898	106	25	,	,	PUNCT
easat-5898	106	26	"	"	PUNCT
easat-5898	106	27	the	the	DET
easat-5898	106	28	role	role	NOUN
easat-5898	106	29	of	of	ADP
easat-5898	106	30	subjective	subjective	ADJ
easat-5898	106	31	significance	significance	NOUN
easat-5898	106	32	,	,	PUNCT
easat-5898	106	33	valence	valence	NOUN
easat-5898	106	34	and	and	CCONJ
easat-5898	106	35	arousal	arousal	NOUN
easat-5898	106	36	in	in	ADP
easat-5898	106	37	the	the	DET
easat-5898	106	38	explicit	explicit	ADJ
easat-5898	106	39	processing	processing	NOUN
easat-5898	106	40	of	of	ADP
easat-5898	106	41	emotion	emotion	NOUN
easat-5898	106	42	-	-	PUNCT
easat-5898	106	43	laden	laden	ADJ
easat-5898	106	44	words	word	NOUN
easat-5898	106	45	,	,	PUNCT
easat-5898	106	46	"	"	PUNCT
easat-5898	106	47	peerj	peerj	NOUN
easat-5898	106	48	,	,	PUNCT
easat-5898	106	49	vol	vol	NOUN
easat-5898	106	50	.	.	PROPN
easat-5898	106	51	11	11	NUM
easat-5898	106	52	,	,	PUNCT
easat-5898	106	53	p.	p.	NOUN
easat-5898	106	54	e14583	e14583	PROPN
easat-5898	106	55	,	,	PUNCT
easat-5898	106	56	2023	2023	NUM
easat-5898	106	57	,	,	PUNCT
easat-5898	106	58	doi	doi	NOUN
easat-5898	106	59	:	:	PUNCT
easat-5898	106	60	https://doi.org/10.7717/peerj.14583	https://doi.org/10.7717/peerj.14583	NOUN
easat-5898	106	61	.	.	PUNCT
easat-5898	107	1	[	[	X
easat-5898	107	2	8	8	NUM
easat-5898	107	3	]	]	X
easat-5898	107	4	e.	e.	PROPN
easat-5898	107	5	t.	t.	PROPN
easat-5898	107	6	pereira	pereira	PROPN
easat-5898	107	7	and	and	CCONJ
easat-5898	107	8	h.	h.	PROPN
easat-5898	107	9	m.	m.	PROPN
easat-5898	107	10	gomes	gome	NOUN
easat-5898	107	11	,	,	PUNCT
easat-5898	107	12	"	"	PUNCT
easat-5898	107	13	the	the	DET
easat-5898	107	14	role	role	NOUN
easat-5898	107	15	of	of	ADP
easat-5898	107	16	data	datum	NOUN
easat-5898	107	17	balancing	balance	VERB
easat-5898	107	18	for	for	ADP
easat-5898	107	19	emotion	emotion	NOUN
easat-5898	107	20	classification	classification	NOUN
easat-5898	107	21	using	use	VERB
easat-5898	107	22	eeg	eeg	NOUN
easat-5898	107	23	signals	signal	NOUN
easat-5898	107	24	,	,	PUNCT
easat-5898	107	25	"	"	PUNCT
easat-5898	107	26	presented	present	VERB
easat-5898	107	27	at	at	ADP
easat-5898	107	28	the	the	DET
easat-5898	107	29	in	in	ADP
easat-5898	107	30	2016	2016	NUM
easat-5898	107	31	ieee	ieee	NOUN
easat-5898	107	32	international	international	ADJ
easat-5898	107	33	conference	conference	NOUN
easat-5898	107	34	on	on	ADP
easat-5898	107	35	digital	digital	ADJ
easat-5898	107	36	signal	signal	NOUN
easat-5898	107	37	processing	processing	NOUN
easat-5898	107	38	(	(	PUNCT
easat-5898	107	39	dsp	dsp	NOUN
easat-5898	107	40	)	)	PUNCT
easat-5898	107	41	(	(	PUNCT
easat-5898	107	42	pp	pp	ADJ
easat-5898	107	43	.	.	PUNCT
easat-5898	108	1	555	555	NUM
easat-5898	108	2	-	-	SYM
easat-5898	108	3	559	559	NUM
easat-5898	108	4	)	)	PUNCT
easat-5898	108	5	.	.	PUNCT
easat-5898	109	1	ieee	ieee	PROPN
easat-5898	109	2	,	,	PUNCT
easat-5898	109	3	2016	2016	NUM
easat-5898	109	4	.	.	PUNCT
easat-5898	110	1	[	[	X
easat-5898	110	2	9	9	NUM
easat-5898	110	3	]	]	SYM
easat-5898	110	4	a.	a.	NOUN
easat-5898	110	5	dubois	dubois	PROPN
easat-5898	110	6	,	,	PUNCT
easat-5898	110	7	c.	c.	PROPN
easat-5898	110	8	l.	l.	PROPN
easat-5898	110	9	azevedo	azevedo	PROPN
easat-5898	110	10	,	,	PUNCT
easat-5898	110	11	s.	s.	PROPN
easat-5898	110	12	haustein	haustein	PROPN
easat-5898	110	13	,	,	PUNCT
easat-5898	110	14	and	and	CCONJ
easat-5898	110	15	b.	b.	PROPN
easat-5898	110	16	miranda	miranda	PROPN
easat-5898	110	17	,	,	PUNCT
easat-5898	110	18	"	"	PUNCT
easat-5898	110	19	deep	deep	ADJ
easat-5898	110	20	-	-	PUNCT
easat-5898	110	21	seeded	seeded	ADJ
easat-5898	110	22	clustering	clustering	NOUN
easat-5898	110	23	for	for	ADP
easat-5898	110	24	unsupervised	unsupervised	ADJ
easat-5898	110	25	valence	valence	NOUN
easat-5898	110	26	-	-	PUNCT
easat-5898	110	27	arousal	arousal	NOUN
easat-5898	110	28	emotion	emotion	NOUN
easat-5898	110	29	recognition	recognition	NOUN
easat-5898	110	30	from	from	ADP
easat-5898	110	31	physiological	physiological	ADJ
easat-5898	110	32	signals	signal	NOUN
easat-5898	110	33	,	,	PUNCT
easat-5898	110	34	"	"	PUNCT
easat-5898	110	35	arxiv	arxiv	PROPN
easat-5898	110	36	preprint	preprint	VERB
easat-5898	110	37	arxiv:2308.09013	arxiv:2308.09013	NOUN
easat-5898	110	38	,	,	PUNCT
easat-5898	110	39	2023	2023	NUM
easat-5898	110	40	.	.	PUNCT
easat-5898	111	1	[	[	X
easat-5898	111	2	10	10	NUM
easat-5898	111	3	]	]	X
easat-5898	111	4	p.	p.	PROPN
easat-5898	111	5	lewis	lewis	PROPN
easat-5898	111	6	et	et	PROPN
easat-5898	111	7	al	al	PROPN
easat-5898	111	8	.	.	PROPN
easat-5898	111	9	,	,	PUNCT
easat-5898	111	10	"	"	PUNCT
easat-5898	111	11	retrieval	retrieval	NOUN
easat-5898	111	12	-	-	PUNCT
easat-5898	111	13	augmented	augment	VERB
easat-5898	111	14	generation	generation	NOUN
easat-5898	111	15	for	for	ADP
easat-5898	111	16	knowledge	knowledge	NOUN
easat-5898	111	17	-	-	PUNCT
easat-5898	111	18	intensive	intensive	ADJ
easat-5898	111	19	nlp	nlp	NOUN
easat-5898	111	20	tasks	task	NOUN
easat-5898	111	21	,	,	PUNCT
easat-5898	111	22	"	"	PUNCT
easat-5898	111	23	advances	advance	NOUN
easat-5898	111	24	in	in	ADP
easat-5898	111	25	neural	neural	ADJ
easat-5898	111	26	information	information	NOUN
easat-5898	111	27	processing	processing	NOUN
easat-5898	111	28	systems	system	NOUN
easat-5898	111	29	,	,	PUNCT
easat-5898	111	30	vol	vol	NOUN
easat-5898	111	31	.	.	PROPN
easat-5898	112	1	33	33	NUM
easat-5898	112	2	,	,	PUNCT
easat-5898	112	3	pp	pp	ADJ
easat-5898	112	4	.	.	PUNCT
easat-5898	113	1	9459	9459	NUM
easat-5898	113	2	-	-	SYM
easat-5898	113	3	9474	9474	NUM
easat-5898	113	4	,	,	PUNCT
easat-5898	113	5	2020	2020	NUM
easat-5898	113	6	.	.	PUNCT
easat-5898	114	1	[	[	X
easat-5898	114	2	11	11	NUM
easat-5898	114	3	]	]	PUNCT
easat-5898	114	4	m.	m.	NOUN
easat-5898	114	5	yik	yik	PROPN
easat-5898	114	6	et	et	PROPN
easat-5898	114	7	al	al	PROPN
easat-5898	114	8	.	.	PROPN
easat-5898	114	9	,	,	PUNCT
easat-5898	114	10	"	"	PUNCT
easat-5898	114	11	on	on	ADP
easat-5898	114	12	the	the	DET
easat-5898	114	13	relationship	relationship	NOUN
easat-5898	114	14	between	between	ADP
easat-5898	114	15	valence	valence	NOUN
easat-5898	114	16	and	and	CCONJ
easat-5898	114	17	arousal	arousal	NOUN
easat-5898	114	18	in	in	ADP
easat-5898	114	19	samples	sample	NOUN
easat-5898	114	20	across	across	ADP
easat-5898	114	21	the	the	DET
easat-5898	114	22	globe	globe	NOUN
easat-5898	114	23	,	,	PUNCT
easat-5898	114	24	"	"	PUNCT
easat-5898	114	25	emotion	emotion	NOUN
easat-5898	114	26	,	,	PUNCT
easat-5898	114	27	vol	vol	NOUN
easat-5898	114	28	.	.	PROPN
easat-5898	114	29	23	23	NUM
easat-5898	114	30	,	,	PUNCT
easat-5898	114	31	no	no	INTJ
easat-5898	114	32	.	.	NOUN
easat-5898	114	33	2	2	NUM
easat-5898	114	34	,	,	PUNCT
easat-5898	114	35	p.	p.	NOUN
easat-5898	114	36	332	332	NUM
easat-5898	114	37	,	,	PUNCT
easat-5898	114	38	2023	2023	NUM
easat-5898	114	39	,	,	PUNCT
easat-5898	114	40	doi	doi	NOUN
easat-5898	114	41	:	:	PUNCT
easat-5898	114	42	https://doi.org/10.1037/emo0001095	https://doi.org/10.1037/emo0001095	NOUN
easat-5898	114	43	.	.	PUNCT
easat-5898	115	1	[	[	X
easat-5898	115	2	12	12	NUM
easat-5898	115	3	]	]	PUNCT
easat-5898	115	4	a.	a.	NOUN
easat-5898	115	5	toet	toet	VERB
easat-5898	115	6	et	et	PROPN
easat-5898	115	7	al	al	PROPN
easat-5898	115	8	.	.	PROPN
easat-5898	115	9	,	,	PUNCT
easat-5898	115	10	"	"	PUNCT
easat-5898	115	11	the	the	DET
easat-5898	115	12	relation	relation	NOUN
easat-5898	115	13	between	between	ADP
easat-5898	115	14	valence	valence	NOUN
easat-5898	115	15	and	and	CCONJ
easat-5898	115	16	arousal	arousal	NOUN
easat-5898	115	17	in	in	ADP
easat-5898	115	18	subjective	subjective	ADJ
easat-5898	115	19	odor	odor	NOUN
easat-5898	115	20	experience	experience	NOUN
easat-5898	115	21	,	,	PUNCT
easat-5898	115	22	"	"	PUNCT
easat-5898	115	23	chemosensory	chemosensory	ADJ
easat-5898	115	24	perception	perception	NOUN
easat-5898	115	25	,	,	PUNCT
easat-5898	115	26	vol	vol	NOUN
easat-5898	115	27	.	.	PROPN
easat-5898	115	28	13	13	NUM
easat-5898	115	29	,	,	PUNCT
easat-5898	115	30	pp	pp	ADJ
easat-5898	115	31	.	.	PUNCT
easat-5898	116	1	141	141	NUM
easat-5898	116	2	-	-	SYM
easat-5898	116	3	151	151	NUM
easat-5898	116	4	,	,	PUNCT
easat-5898	116	5	2020	2020	NUM
easat-5898	116	6	,	,	PUNCT
easat-5898	116	7	doi	doi	NOUN
easat-5898	116	8	:	:	PUNCT
easat-5898	116	9	https://doi.org/10.1007/s12078-019-09275-7	https://doi.org/10.1007/s12078-019-09275-7	NUM
easat-5898	116	10	.	.	PUNCT
easat-5898	117	1	[	[	X
easat-5898	117	2	13	13	NUM
easat-5898	117	3	]	]	PUNCT
easat-5898	117	4	b.	b.	PROPN
easat-5898	117	5	shickel	shickel	PROPN
easat-5898	117	6	,	,	PUNCT
easat-5898	117	7	m.	m.	NOUN
easat-5898	117	8	heesacker	heesacker	PROPN
easat-5898	117	9	,	,	PUNCT
easat-5898	117	10	s.	s.	PROPN
easat-5898	117	11	benton	benton	PROPN
easat-5898	117	12	,	,	PUNCT
easat-5898	117	13	and	and	CCONJ
easat-5898	117	14	p.	p.	NOUN
easat-5898	117	15	rashidi	rashidi	NOUN
easat-5898	117	16	,	,	PUNCT
easat-5898	117	17	"	"	PUNCT
easat-5898	117	18	automated	automate	VERB
easat-5898	117	19	emotional	emotional	ADJ
easat-5898	117	20	valence	valence	NOUN
easat-5898	117	21	prediction	prediction	NOUN
easat-5898	117	22	in	in	ADP
easat-5898	117	23	mental	mental	ADJ
easat-5898	117	24	health	health	NOUN
easat-5898	117	25	text	text	NOUN
easat-5898	117	26	via	via	ADP
easat-5898	117	27	deep	deep	ADJ
easat-5898	117	28	transfer	transfer	NOUN
easat-5898	117	29	learning	learning	NOUN
easat-5898	117	30	,	,	PUNCT
easat-5898	117	31	"	"	PUNCT
easat-5898	117	32	presented	present	VERB
easat-5898	117	33	at	at	ADP
easat-5898	117	34	the	the	DET
easat-5898	117	35	in	in	ADP
easat-5898	117	36	2020	2020	NUM
easat-5898	117	37	ieee	ieee	NOUN
easat-5898	117	38	20th	20th	ADJ
easat-5898	117	39	international	international	ADJ
easat-5898	117	40	conference	conference	NOUN
easat-5898	117	41	on	on	ADP
easat-5898	117	42	bioinformatics	bioinformatics	NOUN
easat-5898	117	43	and	and	CCONJ
easat-5898	117	44	bioengineering	bioengineering	NOUN
easat-5898	117	45	(	(	PUNCT
easat-5898	117	46	bibe	bibe	INTJ
easat-5898	117	47	)	)	PUNCT
easat-5898	117	48	(	(	PUNCT
easat-5898	117	49	pp	pp	X
easat-5898	117	50	.	.	PUNCT
easat-5898	117	51	269	269	NUM
easat-5898	117	52	-	-	NUM
easat-5898	117	53	274	274	NUM
easat-5898	117	54	)	)	PUNCT
easat-5898	117	55	.	.	PUNCT
easat-5898	118	1	ieee	ieee	PROPN
easat-5898	118	2	,	,	PUNCT
easat-5898	118	3	2020	2020	NUM
easat-5898	118	4	.	.	PUNCT
easat-5898	119	1	[	[	X
easat-5898	119	2	14	14	NUM
easat-5898	119	3	]	]	PUNCT
easat-5898	119	4	h.-m	h.-m	NOUN
easat-5898	119	5	.	.	PUNCT
easat-5898	120	1	park	park	PROPN
easat-5898	120	2	,	,	PUNCT
easat-5898	120	3	c.-h	c.-h	PROPN
easat-5898	120	4	.	.	PUNCT
easat-5898	121	1	kim	kim	PROPN
easat-5898	121	2	,	,	PUNCT
easat-5898	121	3	and	and	CCONJ
easat-5898	121	4	j.-h	j.-h	NOUN
easat-5898	121	5	.	.	PUNCT
easat-5898	122	1	kim	kim	PROPN
easat-5898	122	2	,	,	PUNCT
easat-5898	122	3	"	"	PUNCT
easat-5898	122	4	generating	generate	VERB
easat-5898	122	5	a	a	DET
easat-5898	122	6	korean	korean	ADJ
easat-5898	122	7	sentiment	sentiment	NOUN
easat-5898	122	8	lexicon	lexicon	VERB
easat-5898	122	9	through	through	ADP
easat-5898	122	10	sentiment	sentiment	NOUN
easat-5898	122	11	score	score	NOUN
easat-5898	122	12	propagation	propagation	NOUN
easat-5898	122	13	,	,	PUNCT
easat-5898	122	14	"	"	PUNCT
easat-5898	122	15	kips	kip	NOUN
easat-5898	122	16	transactions	transaction	NOUN
easat-5898	122	17	on	on	ADP
easat-5898	122	18	software	software	NOUN
easat-5898	122	19	and	and	CCONJ
easat-5898	122	20	data	datum	NOUN
easat-5898	122	21	engineering	engineering	NOUN
easat-5898	122	22	,	,	PUNCT
easat-5898	122	23	vol	vol	NOUN
easat-5898	122	24	.	.	PROPN
easat-5898	123	1	9	9	NUM
easat-5898	123	2	,	,	PUNCT
easat-5898	123	3	no	no	INTJ
easat-5898	123	4	.	.	NOUN
easat-5898	123	5	2	2	NUM
easat-5898	123	6	,	,	PUNCT
easat-5898	123	7	pp	pp	ADJ
easat-5898	123	8	.	.	PUNCT
easat-5898	124	1	53	53	NUM
easat-5898	124	2	-	-	SYM
easat-5898	124	3	60	60	NUM
easat-5898	124	4	,	,	PUNCT
easat-5898	124	5	2020	2020	NUM
easat-5898	124	6	.	.	PUNCT
easat-5898	125	1	[	[	X
easat-5898	125	2	15	15	NUM
easat-5898	125	3	]	]	PUNCT
easat-5898	125	4	z.	z.	PROPN
easat-5898	125	5	xie	xie	PROPN
easat-5898	125	6	,	,	PUNCT
easat-5898	125	7	c.	c.	PROPN
easat-5898	125	8	gadepalli	gadepalli	PROPN
easat-5898	125	9	,	,	PUNCT
easat-5898	125	10	and	and	CCONJ
easat-5898	125	11	b.	b.	PROPN
easat-5898	125	12	m.	m.	PROPN
easat-5898	125	13	cheetham	cheetham	PROPN
easat-5898	125	14	,	,	PUNCT
easat-5898	125	15	"	"	PUNCT
easat-5898	125	16	measurement	measurement	NOUN
easat-5898	125	17	of	of	ADP
easat-5898	125	18	rater	rater	ADJ
easat-5898	125	19	consistency	consistency	NOUN
easat-5898	125	20	by	by	ADP
easat-5898	125	21	chance	chance	NOUN
easat-5898	125	22	-	-	PUNCT
easat-5898	125	23	corrected	correct	VERB
easat-5898	125	24	agreement	agreement	NOUN
easat-5898	125	25	coefficients	coefficient	NOUN
easat-5898	125	26	,	,	PUNCT
easat-5898	125	27	"	"	PUNCT
easat-5898	125	28	presented	present	VERB
easat-5898	125	29	at	at	ADP
easat-5898	125	30	the	the	DET
easat-5898	125	31	in	in	ADP
easat-5898	125	32	2018	2018	NUM
easat-5898	125	33	uksim	uksim	NOUN
easat-5898	125	34	-	-	PUNCT
easat-5898	125	35	amss	amss	NOUN
easat-5898	125	36	20th	20th	PROPN
easat-5898	125	37	international	international	ADJ
easat-5898	125	38	conference	conference	NOUN
easat-5898	125	39	on	on	ADP
easat-5898	125	40	computer	computer	NOUN
easat-5898	125	41	modelling	modelling	NOUN
easat-5898	125	42	and	and	CCONJ
easat-5898	125	43	simulation	simulation	NOUN
easat-5898	125	44	(	(	PUNCT
easat-5898	125	45	uksim	uksim	NOUN
easat-5898	125	46	)	)	PUNCT
easat-5898	125	47	(	(	PUNCT
easat-5898	125	48	pp	pp	ADJ
easat-5898	125	49	.	.	PUNCT
easat-5898	126	1	14	14	NUM
easat-5898	126	2	-	-	SYM
easat-5898	126	3	20	20	NUM
easat-5898	126	4	)	)	PUNCT
easat-5898	126	5	.	.	PUNCT
easat-5898	127	1	ieee	ieee	NOUN
easat-5898	127	2	,	,	PUNCT
easat-5898	127	3	2018	2018	NUM
easat-5898	127	4	.	.	PUNCT
easat-5898	128	1	[	[	X
easat-5898	128	2	16	16	NUM
easat-5898	128	3	]	]	PUNCT
easat-5898	128	4	a.	a.	NOUN
easat-5898	128	5	toisoul	toisoul	PROPN
easat-5898	128	6	,	,	PUNCT
easat-5898	128	7	j.	j.	PROPN
easat-5898	128	8	kossaifi	kossaifi	PROPN
easat-5898	128	9	,	,	PUNCT
easat-5898	128	10	a.	a.	NOUN
easat-5898	128	11	bulat	bulat	PROPN
easat-5898	128	12	,	,	PUNCT
easat-5898	128	13	g.	g.	PROPN
easat-5898	128	14	tzimiropoulos	tzimiropoulos	PROPN
easat-5898	128	15	,	,	PUNCT
easat-5898	128	16	and	and	CCONJ
easat-5898	128	17	m.	m.	NOUN
easat-5898	128	18	pantic	pantic	PROPN
easat-5898	128	19	,	,	PUNCT
easat-5898	128	20	"	"	PUNCT
easat-5898	128	21	estimation	estimation	NOUN
easat-5898	128	22	of	of	ADP
easat-5898	128	23	continuous	continuous	ADJ
easat-5898	128	24	valence	valence	NOUN
easat-5898	128	25	and	and	CCONJ
easat-5898	128	26	arousal	arousal	NOUN
easat-5898	128	27	levels	level	NOUN
easat-5898	128	28	from	from	ADP
easat-5898	128	29	faces	face	NOUN
easat-5898	128	30	in	in	ADP
easat-5898	128	31	naturalistic	naturalistic	ADJ
easat-5898	128	32	conditions	condition	NOUN
easat-5898	128	33	,	,	PUNCT
easat-5898	128	34	"	"	PUNCT
easat-5898	128	35	nature	nature	NOUN
easat-5898	128	36	machine	machine	NOUN
easat-5898	128	37	intelligence	intelligence	NOUN
easat-5898	128	38	,	,	PUNCT
easat-5898	128	39	vol	vol	NOUN
easat-5898	128	40	.	.	PROPN
easat-5898	129	1	3	3	NUM
easat-5898	129	2	,	,	PUNCT
easat-5898	129	3	no	no	INTJ
easat-5898	129	4	.	.	NOUN
easat-5898	129	5	1	1	NUM
easat-5898	129	6	,	,	PUNCT
easat-5898	129	7	pp	pp	ADJ
easat-5898	129	8	.	.	PUNCT
easat-5898	130	1	42	42	NUM
easat-5898	130	2	-	-	SYM
easat-5898	130	3	50	50	NUM
easat-5898	130	4	,	,	PUNCT
easat-5898	130	5	2021	2021	NUM
easat-5898	130	6	,	,	PUNCT
easat-5898	130	7	doi	doi	NOUN
easat-5898	130	8	:	:	PUNCT
easat-5898	130	9	https://doi.org/10.1038/s42256-020-00280-0	https://doi.org/10.1038/s42256-020-00280-0	NOUN
easat-5898	130	10	.	.	PUNCT
easat-5898	131	1	https://doi.org/10.1248/bpb.b24-00319	https://doi.org/10.1248/bpb.b24-00319	PROPN
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easat-5898	131	5	https://doi.org/10.7717/peerj.14583	https://doi.org/10.7717/peerj.14583	NOUN
easat-5898	131	6	https://doi.org/10.1037/emo0001095	https://doi.org/10.1037/emo0001095	NOUN
easat-5898	131	7	https://doi.org/10.1007/s12078-019-09275-7	https://doi.org/10.1007/s12078-019-09275-7	X
easat-5898	131	8	https://doi.org/10.1038/s42256-020-00280-0	https://doi.org/10.1038/s42256-020-00280-0	NOUN