id	sid	tid	token	lemma	pos
ajtas-2602	1	1	american	american	PROPN
ajtas-2602	1	2	journal	journal	PROPN
ajtas-2602	1	3	of	of	ADP
ajtas-2602	1	4	technology	technology	NOUN
ajtas-2602	1	5	and	and	CCONJ
ajtas-2602	1	6	applied	apply	VERB
ajtas-2602	1	7	sciences	sciences	PROPN
ajtas-2602	1	8	issn	issn	X
ajtas-2602	1	9	(	(	PUNCT
ajtas-2602	1	10	e	e	NOUN
ajtas-2602	1	11	):	):	PUNCT
ajtas-2602	1	12	2832	2832	NUM
ajtas-2602	1	13	-	-	SYM
ajtas-2602	1	14	1766	1766	NUM
ajtas-2602	1	15	volume	volume	NOUN
ajtas-2602	1	16	31	31	NUM
ajtas-2602	1	17	,	,	PUNCT
ajtas-2602	1	18	december	december	PROPN
ajtas-2602	1	19	2024	2024	NUM
ajtas-2602	1	20	p	p	NOUN
ajtas-2602	1	21	a	a	DET
ajtas-2602	1	22	g	g	NOUN
ajtas-2602	1	23	e	e	NOUN
ajtas-2602	1	24	|	|	ADV
ajtas-2602	1	25	39	39	NUM
ajtas-2602	1	26	www.americanjournal.org	www.americanjournal.org	NOUN
ajtas-2602	1	27	advancing	advance	VERB
ajtas-2602	1	28	opinion	opinion	NOUN
ajtas-2602	1	29	mining	mining	NOUN
ajtas-2602	1	30	for	for	ADP
ajtas-2602	1	31	low	low	ADJ
ajtas-2602	1	32	-	-	PUNCT
ajtas-2602	1	33	resource	resource	NOUN
ajtas-2602	1	34	languages	language	NOUN
ajtas-2602	1	35	:	:	PUNCT
ajtas-2602	1	36	a	a	DET
ajtas-2602	1	37	case	case	NOUN
ajtas-2602	1	38	study	study	NOUN
ajtas-2602	1	39	of	of	ADP
ajtas-2602	1	40	uzbek	uzbek	PROPN
ajtas-2602	1	41	absa	absa	PROPN
ajtas-2602	1	42	dataset	dataset	VERB
ajtas-2602	1	43	rajabov	rajabov	NOUN
ajtas-2602	1	44	jaloliddin	jaloliddin	VERB
ajtas-2602	1	45	shamsuddin	shamsuddin	VERB
ajtas-2602	1	46	o‘g‘li	o‘g‘li	NUM
ajtas-2602	1	47	phd	phd	NOUN
ajtas-2602	1	48	student	student	NOUN
ajtas-2602	1	49	at	at	ADP
ajtas-2602	1	50	the	the	DET
ajtas-2602	1	51	national	national	PROPN
ajtas-2602	1	52	university	university	PROPN
ajtas-2602	1	53	of	of	ADP
ajtas-2602	1	54	uzbekistan	uzbekistan	PROPN
ajtas-2602	1	55	named	name	VERB
ajtas-2602	1	56	after	after	ADP
ajtas-2602	1	57	mirzo	mirzo	PROPN
ajtas-2602	1	58	ulugbek	ulugbek	ADV
ajtas-2602	1	59	a	a	DET
ajtas-2602	1	60	b	b	PROPN
ajtas-2602	1	61	s	s	ADP
ajtas-2602	1	62	t	t	PROPN
ajtas-2602	1	63	r	r	NOUN
ajtas-2602	1	64	a	a	DET
ajtas-2602	1	65	c	c	NOUN
ajtas-2602	1	66	t	t	NOUN
ajtas-2602	1	67	k	k	X
ajtas-2602	1	68	e	e	PROPN
ajtas-2602	1	69	y	y	PROPN
ajtas-2602	1	70	w	w	NOUN
ajtas-2602	2	1	o	o	NOUN
ajtas-2602	2	2	r	r	NOUN
ajtas-2602	2	3	d	d	X
ajtas-2602	2	4	s	s	VERB
ajtas-2602	2	5	the	the	DET
ajtas-2602	2	6	objective	objective	NOUN
ajtas-2602	2	7	of	of	ADP
ajtas-2602	2	8	enhancing	enhance	VERB
ajtas-2602	2	9	the	the	DET
ajtas-2602	2	10	availability	availability	NOUN
ajtas-2602	2	11	of	of	ADP
ajtas-2602	2	12	natural	natural	ADJ
ajtas-2602	2	13	language	language	NOUN
ajtas-2602	2	14	processing	processing	NOUN
ajtas-2602	2	15	technologies	technology	NOUN
ajtas-2602	2	16	for	for	ADP
ajtas-2602	2	17	low	low	ADJ
ajtas-2602	2	18	-	-	PUNCT
ajtas-2602	2	19	resource	resource	NOUN
ajtas-2602	2	20	languages	language	NOUN
ajtas-2602	2	21	has	have	VERB
ajtas-2602	2	22	significant	significant	ADJ
ajtas-2602	2	23	importance	importance	NOUN
ajtas-2602	2	24	in	in	ADP
ajtas-2602	2	25	facilitating	facilitate	VERB
ajtas-2602	2	26	technological	technological	ADJ
ajtas-2602	2	27	accessibility	accessibility	NOUN
ajtas-2602	2	28	within	within	ADP
ajtas-2602	2	29	the	the	DET
ajtas-2602	2	30	populations	population	NOUN
ajtas-2602	2	31	of	of	ADP
ajtas-2602	2	32	speakers	speaker	NOUN
ajtas-2602	2	33	of	of	ADP
ajtas-2602	2	34	these	these	DET
ajtas-2602	2	35	languages	language	NOUN
ajtas-2602	2	36	.	.	PUNCT
ajtas-2602	3	1	this	this	DET
ajtas-2602	3	2	study	study	NOUN
ajtas-2602	3	3	addresses	address	VERB
ajtas-2602	3	4	the	the	DET
ajtas-2602	3	5	gap	gap	NOUN
ajtas-2602	3	6	in	in	ADP
ajtas-2602	3	7	linguistic	linguistic	ADJ
ajtas-2602	3	8	resources	resource	NOUN
ajtas-2602	3	9	for	for	ADP
ajtas-2602	3	10	the	the	DET
ajtas-2602	3	11	uzbek	uzbek	PROPN
ajtas-2602	3	12	language	language	NOUN
ajtas-2602	3	13	by	by	ADP
ajtas-2602	3	14	introducing	introduce	VERB
ajtas-2602	3	15	uzabsa	uzabsa	NOUN
ajtas-2602	3	16	,	,	PUNCT
ajtas-2602	3	17	the	the	DET
ajtas-2602	3	18	first	first	ADJ
ajtas-2602	3	19	high	high	ADJ
ajtas-2602	3	20	-	-	PUNCT
ajtas-2602	3	21	quality	quality	NOUN
ajtas-2602	3	22	annotated	annotate	VERB
ajtas-2602	3	23	aspect	aspect	NOUN
ajtas-2602	3	24	-	-	PUNCT
ajtas-2602	3	25	based	base	VERB
ajtas-2602	3	26	sentiment	sentiment	NOUN
ajtas-2602	3	27	analysis	analysis	NOUN
ajtas-2602	3	28	(	(	PUNCT
ajtas-2602	3	29	absa	absa	X
ajtas-2602	3	30	)	)	PUNCT
ajtas-2602	3	31	dataset	dataset	NOUN
ajtas-2602	3	32	.	.	PUNCT
ajtas-2602	4	1	the	the	DET
ajtas-2602	4	2	dataset	dataset	NOUN
ajtas-2602	4	3	comprises	comprise	VERB
ajtas-2602	4	4	3,500	3,500	NUM
ajtas-2602	4	5	documentlevel	documentlevel	NOUN
ajtas-2602	4	6	reviews	review	NOUN
ajtas-2602	4	7	and	and	CCONJ
ajtas-2602	4	8	over	over	ADP
ajtas-2602	4	9	6,100	6,100	NUM
ajtas-2602	4	10	sentence	sentence	NOUN
ajtas-2602	4	11	-	-	PUNCT
ajtas-2602	4	12	level	level	NOUN
ajtas-2602	4	13	instances	instance	NOUN
ajtas-2602	4	14	,	,	PUNCT
ajtas-2602	4	15	collected	collect	VERB
ajtas-2602	4	16	from	from	ADP
ajtas-2602	4	17	uzbek	uzbek	PROPN
ajtas-2602	4	18	restaurant	restaurant	NOUN
ajtas-2602	4	19	reviews	review	NOUN
ajtas-2602	4	20	.	.	PUNCT
ajtas-2602	5	1	evaluation	evaluation	NOUN
ajtas-2602	5	2	of	of	ADP
ajtas-2602	5	3	the	the	DET
ajtas-2602	5	4	annotation	annotation	NOUN
ajtas-2602	5	5	process	process	NOUN
ajtas-2602	5	6	using	use	VERB
ajtas-2602	5	7	cohen	cohen	PROPN
ajtas-2602	5	8	's	's	PART
ajtas-2602	5	9	kappa	kappa	PROPN
ajtas-2602	5	10	and	and	CCONJ
ajtas-2602	5	11	krippendorff	krippendorff	PROPN
ajtas-2602	5	12	's	's	PART
ajtas-2602	5	13	α	α	NOUN
ajtas-2602	5	14	demonstrates	demonstrate	VERB
ajtas-2602	5	15	robust	robust	ADJ
ajtas-2602	5	16	agreement	agreement	NOUN
ajtas-2602	5	17	levels	level	NOUN
ajtas-2602	5	18	.	.	PUNCT
ajtas-2602	6	1	a	a	DET
ajtas-2602	6	2	classification	classification	NOUN
ajtas-2602	6	3	model	model	NOUN
ajtas-2602	6	4	,	,	PUNCT
ajtas-2602	6	5	k	k	X
ajtas-2602	6	6	-	-	PUNCT
ajtas-2602	6	7	nearest	near	ADJ
ajtas-2602	6	8	neighbour	neighbour	NOUN
ajtas-2602	6	9	(	(	PUNCT
ajtas-2602	6	10	knn	knn	PROPN
ajtas-2602	6	11	)	)	PUNCT
ajtas-2602	6	12	,	,	PUNCT
ajtas-2602	6	13	was	be	AUX
ajtas-2602	6	14	employed	employ	VERB
ajtas-2602	6	15	to	to	PART
ajtas-2602	6	16	validate	validate	VERB
ajtas-2602	6	17	the	the	DET
ajtas-2602	6	18	dataset	dataset	NOUN
ajtas-2602	6	19	,	,	PUNCT
ajtas-2602	6	20	achieving	achieve	VERB
ajtas-2602	6	21	accuracy	accuracy	NOUN
ajtas-2602	6	22	rates	rate	NOUN
ajtas-2602	6	23	of	of	ADP
ajtas-2602	6	24	72	72	NUM
ajtas-2602	6	25	%	%	NOUN
ajtas-2602	6	26	to	to	PART
ajtas-2602	6	27	88	88	NUM
ajtas-2602	6	28	%	%	NOUN
ajtas-2602	6	29	.	.	PUNCT
ajtas-2602	7	1	this	this	DET
ajtas-2602	7	2	pioneering	pioneer	VERB
ajtas-2602	7	3	work	work	NOUN
ajtas-2602	7	4	provides	provide	VERB
ajtas-2602	7	5	a	a	DET
ajtas-2602	7	6	foundational	foundational	ADJ
ajtas-2602	7	7	resource	resource	NOUN
ajtas-2602	7	8	for	for	ADP
ajtas-2602	7	9	advancing	advance	VERB
ajtas-2602	7	10	sentiment	sentiment	NOUN
ajtas-2602	7	11	analysis	analysis	NOUN
ajtas-2602	7	12	for	for	ADP
ajtas-2602	7	13	the	the	DET
ajtas-2602	7	14	uzbek	uzbek	PROPN
ajtas-2602	7	15	language	language	PROPN
ajtas-2602	7	16	.	.	PUNCT
ajtas-2602	8	1	natural	natural	ADJ
ajtas-2602	8	2	language	language	NOUN
ajtas-2602	8	3	processing	processing	NOUN
ajtas-2602	8	4	,	,	PUNCT
ajtas-2602	8	5	uzbek	uzbek	PROPN
ajtas-2602	8	6	language	language	NOUN
ajtas-2602	8	7	,	,	PUNCT
ajtas-2602	8	8	absa	absa	PROPN
ajtas-2602	8	9	dataset	dataset	NOUN
ajtas-2602	8	10	,	,	PUNCT
ajtas-2602	8	11	sentiment	sentiment	NOUN
ajtas-2602	8	12	analysis	analysis	NOUN
ajtas-2602	8	13	,	,	PUNCT
ajtas-2602	8	14	low	low	ADJ
ajtas-2602	8	15	-	-	PUNCT
ajtas-2602	8	16	resource	resource	NOUN
ajtas-2602	8	17	languages	language	NOUN
ajtas-2602	8	18	,	,	PUNCT
ajtas-2602	8	19	uzabsa	uzabsa	NOUN
ajtas-2602	8	20	,	,	PUNCT
ajtas-2602	8	21	annotation	annotation	NOUN
ajtas-2602	8	22	techniques	technique	NOUN
ajtas-2602	8	23	,	,	PUNCT
ajtas-2602	8	24	knn	knn	PROPN
ajtas-2602	8	25	classification	classification	NOUN
ajtas-2602	8	26	,	,	PUNCT
ajtas-2602	8	27	statistical	statistical	ADJ
ajtas-2602	8	28	evaluation	evaluation	NOUN
ajtas-2602	8	29	introduction	introduction	NOUN
ajtas-2602	8	30	the	the	DET
ajtas-2602	8	31	increasing	increase	VERB
ajtas-2602	8	32	adoption	adoption	NOUN
ajtas-2602	8	33	of	of	ADP
ajtas-2602	8	34	natural	natural	ADJ
ajtas-2602	8	35	language	language	NOUN
ajtas-2602	8	36	processing	processing	NOUN
ajtas-2602	8	37	(	(	PUNCT
ajtas-2602	8	38	nlp	nlp	NOUN
ajtas-2602	8	39	)	)	PUNCT
ajtas-2602	8	40	technologies	technology	NOUN
ajtas-2602	8	41	in	in	ADP
ajtas-2602	8	42	various	various	ADJ
ajtas-2602	8	43	applications	application	NOUN
ajtas-2602	8	44	underscores	underscore	VERB
ajtas-2602	8	45	the	the	DET
ajtas-2602	8	46	need	need	NOUN
ajtas-2602	8	47	to	to	PART
ajtas-2602	8	48	extend	extend	VERB
ajtas-2602	8	49	these	these	DET
ajtas-2602	8	50	tools	tool	NOUN
ajtas-2602	8	51	to	to	ADP
ajtas-2602	8	52	low	low	ADJ
ajtas-2602	8	53	-	-	PUNCT
ajtas-2602	8	54	resource	resource	NOUN
ajtas-2602	8	55	languages	language	NOUN
ajtas-2602	8	56	,	,	PUNCT
ajtas-2602	8	57	including	include	VERB
ajtas-2602	8	58	uzbek	uzbek	PROPN
ajtas-2602	8	59	.	.	PUNCT
ajtas-2602	9	1	despite	despite	SCONJ
ajtas-2602	9	2	uzbek	uzbek	PROPN
ajtas-2602	9	3	being	be	AUX
ajtas-2602	9	4	the	the	DET
ajtas-2602	9	5	native	native	ADJ
ajtas-2602	9	6	language	language	NOUN
ajtas-2602	9	7	for	for	ADP
ajtas-2602	9	8	over	over	ADP
ajtas-2602	9	9	35	35	NUM
ajtas-2602	9	10	million	million	NUM
ajtas-2602	9	11	speakers	speaker	NOUN
ajtas-2602	9	12	,	,	PUNCT
ajtas-2602	9	13	the	the	DET
ajtas-2602	9	14	lack	lack	NOUN
ajtas-2602	9	15	of	of	ADP
ajtas-2602	9	16	linguistic	linguistic	ADJ
ajtas-2602	9	17	resources	resource	NOUN
ajtas-2602	9	18	impedes	impede	VERB
ajtas-2602	9	19	technological	technological	ADJ
ajtas-2602	9	20	advancements	advancement	NOUN
ajtas-2602	9	21	tailored	tailor	VERB
ajtas-2602	9	22	to	to	ADP
ajtas-2602	9	23	this	this	DET
ajtas-2602	9	24	population	population	NOUN
ajtas-2602	9	25	.	.	PUNCT
ajtas-2602	10	1	aspect	aspect	NOUN
ajtas-2602	10	2	-	-	PUNCT
ajtas-2602	10	3	based	base	VERB
ajtas-2602	10	4	sentiment	sentiment	NOUN
ajtas-2602	10	5	analysis	analysis	NOUN
ajtas-2602	10	6	(	(	PUNCT
ajtas-2602	10	7	absa	absa	X
ajtas-2602	10	8	)	)	PUNCT
ajtas-2602	10	9	is	be	AUX
ajtas-2602	10	10	a	a	DET
ajtas-2602	10	11	critical	critical	ADJ
ajtas-2602	10	12	nlp	nlp	NOUN
ajtas-2602	10	13	task	task	NOUN
ajtas-2602	10	14	that	that	PRON
ajtas-2602	10	15	identifies	identify	VERB
ajtas-2602	10	16	opinions	opinion	NOUN
ajtas-2602	10	17	concerning	concern	VERB
ajtas-2602	10	18	specific	specific	ADJ
ajtas-2602	10	19	aspects	aspect	NOUN
ajtas-2602	10	20	within	within	ADP
ajtas-2602	10	21	texts	text	NOUN
ajtas-2602	10	22	.	.	PUNCT
ajtas-2602	11	1	however	however	ADV
ajtas-2602	11	2	,	,	PUNCT
ajtas-2602	11	3	no	no	DET
ajtas-2602	11	4	opensource	opensource	NOUN
ajtas-2602	11	5	absa	absa	PROPN
ajtas-2602	11	6	datasets	dataset	NOUN
ajtas-2602	11	7	exist	exist	VERB
ajtas-2602	11	8	for	for	ADP
ajtas-2602	11	9	uzbek	uzbek	PROPN
ajtas-2602	11	10	.	.	PUNCT
ajtas-2602	12	1	this	this	DET
ajtas-2602	12	2	study	study	NOUN
ajtas-2602	12	3	introduces	introduce	VERB
ajtas-2602	12	4	uzabsa	uzabsa	NOUN
ajtas-2602	12	5	,	,	PUNCT
ajtas-2602	12	6	a	a	DET
ajtas-2602	12	7	comprehensive	comprehensive	ADJ
ajtas-2602	12	8	dataset	dataset	NOUN
ajtas-2602	12	9	designed	design	VERB
ajtas-2602	12	10	to	to	PART
ajtas-2602	12	11	address	address	VERB
ajtas-2602	12	12	this	this	DET
ajtas-2602	12	13	gap	gap	NOUN
ajtas-2602	12	14	and	and	CCONJ
ajtas-2602	12	15	support	support	VERB
ajtas-2602	12	16	further	further	ADJ
ajtas-2602	12	17	research	research	NOUN
ajtas-2602	12	18	in	in	ADP
ajtas-2602	12	19	the	the	DET
ajtas-2602	12	20	domain	domain	NOUN
ajtas-2602	12	21	.	.	PUNCT
ajtas-2602	13	1	dataset	dataset	PROPN
ajtas-2602	13	2	development	development	PROPN
ajtas-2602	13	3	data	data	PROPN
ajtas-2602	13	4	collection	collection	NOUN
ajtas-2602	13	5	the	the	DET
ajtas-2602	13	6	dataset	dataset	NOUN
ajtas-2602	13	7	consists	consist	VERB
ajtas-2602	13	8	of	of	ADP
ajtas-2602	13	9	online	online	ADJ
ajtas-2602	13	10	reviews	review	NOUN
ajtas-2602	13	11	sourced	source	VERB
ajtas-2602	13	12	from	from	ADP
ajtas-2602	13	13	uzbek	uzbek	PROPN
ajtas-2602	13	14	restaurant	restaurant	NOUN
ajtas-2602	13	15	websites	website	NOUN
ajtas-2602	13	16	.	.	PUNCT
ajtas-2602	14	1	it	it	PRON
ajtas-2602	14	2	encompasses	encompass	VERB
ajtas-2602	14	3	3,500	3,500	NUM
ajtas-2602	14	4	reviews	review	NOUN
ajtas-2602	14	5	at	at	ADP
ajtas-2602	14	6	the	the	DET
ajtas-2602	14	7	document	document	NOUN
ajtas-2602	14	8	level	level	NOUN
ajtas-2602	14	9	and	and	CCONJ
ajtas-2602	14	10	over	over	ADP
ajtas-2602	14	11	6,100	6,100	NUM
ajtas-2602	14	12	sentences	sentence	NOUN
ajtas-2602	14	13	at	at	ADP
ajtas-2602	14	14	the	the	DET
ajtas-2602	14	15	sentence	sentence	NOUN
ajtas-2602	14	16	level	level	NOUN
ajtas-2602	14	17	.	.	PUNCT
ajtas-2602	15	1	reviews	review	NOUN
ajtas-2602	15	2	were	be	AUX
ajtas-2602	15	3	preprocessed	preprocesse	VERB
ajtas-2602	15	4	to	to	PART
ajtas-2602	15	5	remove	remove	VERB
ajtas-2602	15	6	noise	noise	NOUN
ajtas-2602	15	7	and	and	CCONJ
ajtas-2602	15	8	ensure	ensure	VERB
ajtas-2602	15	9	linguistic	linguistic	ADJ
ajtas-2602	15	10	clarity	clarity	NOUN
ajtas-2602	15	11	.	.	PUNCT
ajtas-2602	16	1	american	american	PROPN
ajtas-2602	16	2	journal	journal	PROPN
ajtas-2602	16	3	of	of	ADP
ajtas-2602	16	4	technology	technology	NOUN
ajtas-2602	16	5	and	and	CCONJ
ajtas-2602	16	6	applied	apply	VERB
ajtas-2602	16	7	sciences	science	NOUN
ajtas-2602	16	8	31	31	NUM
ajtas-2602	16	9	,	,	PUNCT
ajtas-2602	16	10	december2024	december2024	PROPN
ajtas-2602	16	11	p	p	NOUN
ajtas-2602	16	12	a	a	DET
ajtas-2602	16	13	g	g	NOUN
ajtas-2602	16	14	e	e	NOUN
ajtas-2602	16	15	|	|	ADV
ajtas-2602	16	16	40	40	NUM
ajtas-2602	16	17	www.americanjournal.org	www.americanjournal.org	NOUN
ajtas-2602	16	18	annotation	annotation	NOUN
ajtas-2602	16	19	process	process	NOUN
ajtas-2602	16	20	annotations	annotation	NOUN
ajtas-2602	16	21	focused	focus	VERB
ajtas-2602	16	22	on	on	ADP
ajtas-2602	16	23	four	four	NUM
ajtas-2602	16	24	key	key	ADJ
ajtas-2602	16	25	attributes	attribute	NOUN
ajtas-2602	16	26	:	:	PUNCT
ajtas-2602	16	27	•	•	NUM
ajtas-2602	16	28	aspect	aspect	NOUN
ajtas-2602	16	29	terms	term	NOUN
ajtas-2602	16	30	:	:	PUNCT
ajtas-2602	16	31	identifying	identify	VERB
ajtas-2602	16	32	specific	specific	ADJ
ajtas-2602	16	33	components	component	NOUN
ajtas-2602	16	34	discussed	discuss	VERB
ajtas-2602	16	35	in	in	ADP
ajtas-2602	16	36	the	the	DET
ajtas-2602	16	37	text	text	NOUN
ajtas-2602	16	38	.	.	PUNCT
ajtas-2602	17	1	•	•	NUM
ajtas-2602	17	2	aspect	aspect	NOUN
ajtas-2602	17	3	term	term	NOUN
ajtas-2602	17	4	polarities	polarity	NOUN
ajtas-2602	17	5	:	:	PUNCT
ajtas-2602	17	6	determining	determine	VERB
ajtas-2602	17	7	sentiment	sentiment	NOUN
ajtas-2602	17	8	polarity	polarity	NOUN
ajtas-2602	17	9	for	for	ADP
ajtas-2602	17	10	each	each	DET
ajtas-2602	17	11	aspect	aspect	NOUN
ajtas-2602	17	12	term	term	NOUN
ajtas-2602	17	13	.	.	PUNCT
ajtas-2602	18	1	•	•	NUM
ajtas-2602	18	2	aspect	aspect	NOUN
ajtas-2602	18	3	category	category	NOUN
ajtas-2602	18	4	terms	term	NOUN
ajtas-2602	18	5	:	:	PUNCT
ajtas-2602	18	6	categorizing	categorize	VERB
ajtas-2602	18	7	the	the	DET
ajtas-2602	18	8	broader	broad	ADJ
ajtas-2602	18	9	topics	topic	NOUN
ajtas-2602	18	10	.	.	PUNCT
ajtas-2602	19	1	•	•	NUM
ajtas-2602	19	2	aspect	aspect	NOUN
ajtas-2602	19	3	category	category	NOUN
ajtas-2602	19	4	polarities	polarity	NOUN
ajtas-2602	19	5	:	:	PUNCT
ajtas-2602	19	6	assigning	assign	VERB
ajtas-2602	19	7	sentiment	sentiment	NOUN
ajtas-2602	19	8	polarity	polarity	NOUN
ajtas-2602	19	9	to	to	ADP
ajtas-2602	19	10	each	each	DET
ajtas-2602	19	11	category	category	NOUN
ajtas-2602	19	12	.	.	PUNCT
ajtas-2602	20	1	two	two	NUM
ajtas-2602	20	2	independent	independent	ADJ
ajtas-2602	20	3	annotators	annotator	NOUN
ajtas-2602	20	4	participated	participate	VERB
ajtas-2602	20	5	in	in	ADP
ajtas-2602	20	6	the	the	DET
ajtas-2602	20	7	annotation	annotation	NOUN
ajtas-2602	20	8	process	process	NOUN
ajtas-2602	20	9	.	.	PUNCT
ajtas-2602	21	1	agreement	agreement	NOUN
ajtas-2602	21	2	levels	level	NOUN
ajtas-2602	21	3	were	be	AUX
ajtas-2602	21	4	measured	measure	VERB
ajtas-2602	21	5	using	use	VERB
ajtas-2602	21	6	cohen	cohen	PROPN
ajtas-2602	21	7	’s	’s	PART
ajtas-2602	21	8	kappa	kappa	PROPN
ajtas-2602	21	9	coefficient	coefficient	PROPN
ajtas-2602	21	10	and	and	CCONJ
ajtas-2602	21	11	krippendorff	krippendorff	VERB
ajtas-2602	21	12	’s	’s	PROPN
ajtas-2602	21	13	α	α	NOUN
ajtas-2602	21	14	,	,	PUNCT
ajtas-2602	21	15	yielding	yield	VERB
ajtas-2602	21	16	values	value	NOUN
ajtas-2602	21	17	of	of	ADP
ajtas-2602	21	18	0.81	0.81	NUM
ajtas-2602	21	19	and	and	CCONJ
ajtas-2602	21	20	0.79	0.79	NUM
ajtas-2602	21	21	,	,	PUNCT
ajtas-2602	21	22	respectively	respectively	ADV
ajtas-2602	21	23	,	,	PUNCT
ajtas-2602	21	24	indicating	indicate	VERB
ajtas-2602	21	25	high	high	ADJ
ajtas-2602	21	26	reliability	reliability	NOUN
ajtas-2602	21	27	.	.	PUNCT
ajtas-2602	22	1	model	model	NOUN
ajtas-2602	22	2	implementation	implementation	NOUN
ajtas-2602	22	3	to	to	PART
ajtas-2602	22	4	validate	validate	VERB
ajtas-2602	22	5	uzabsa	uzabsa	NOUN
ajtas-2602	22	6	,	,	PUNCT
ajtas-2602	22	7	a	a	DET
ajtas-2602	22	8	k	k	NOUN
ajtas-2602	22	9	-	-	PUNCT
ajtas-2602	22	10	nearest	near	ADJ
ajtas-2602	22	11	neighbour	neighbour	NOUN
ajtas-2602	22	12	(	(	PUNCT
ajtas-2602	22	13	knn	knn	PROPN
ajtas-2602	22	14	)	)	PUNCT
ajtas-2602	22	15	classification	classification	NOUN
ajtas-2602	22	16	model	model	NOUN
ajtas-2602	22	17	was	be	AUX
ajtas-2602	22	18	implemented	implement	VERB
ajtas-2602	22	19	.	.	PUNCT
ajtas-2602	23	1	training	training	NOUN
ajtas-2602	23	2	and	and	CCONJ
ajtas-2602	23	3	evaluation	evaluation	NOUN
ajtas-2602	23	4	were	be	AUX
ajtas-2602	23	5	conducted	conduct	VERB
ajtas-2602	23	6	on	on	ADP
ajtas-2602	23	7	the	the	DET
ajtas-2602	23	8	dataset	dataset	NOUN
ajtas-2602	23	9	,	,	PUNCT
ajtas-2602	23	10	and	and	CCONJ
ajtas-2602	23	11	metrics	metric	NOUN
ajtas-2602	23	12	such	such	ADJ
ajtas-2602	23	13	as	as	ADP
ajtas-2602	23	14	accuracy	accuracy	NOUN
ajtas-2602	23	15	,	,	PUNCT
ajtas-2602	23	16	precision	precision	NOUN
ajtas-2602	23	17	,	,	PUNCT
ajtas-2602	23	18	recall	recall	NOUN
ajtas-2602	23	19	,	,	PUNCT
ajtas-2602	23	20	and	and	CCONJ
ajtas-2602	23	21	f1score	f1score	NOUN
ajtas-2602	23	22	were	be	AUX
ajtas-2602	23	23	computed	compute	VERB
ajtas-2602	23	24	.	.	PUNCT
ajtas-2602	24	1	results	result	NOUN
ajtas-2602	24	2	ranged	range	VERB
ajtas-2602	24	3	from	from	ADP
ajtas-2602	24	4	72	72	NUM
ajtas-2602	24	5	%	%	NOUN
ajtas-2602	24	6	to	to	PART
ajtas-2602	24	7	88	88	NUM
ajtas-2602	24	8	%	%	NOUN
ajtas-2602	24	9	,	,	PUNCT
ajtas-2602	24	10	demonstrating	demonstrate	VERB
ajtas-2602	24	11	the	the	DET
ajtas-2602	24	12	dataset	dataset	NOUN
ajtas-2602	24	13	’s	’s	PART
ajtas-2602	24	14	efficacy	efficacy	NOUN
ajtas-2602	24	15	for	for	ADP
ajtas-2602	24	16	sentiment	sentiment	NOUN
ajtas-2602	24	17	analysis	analysis	NOUN
ajtas-2602	24	18	tasks	task	NOUN
ajtas-2602	24	19	.	.	PUNCT
ajtas-2602	25	1	significance	significance	NOUN
ajtas-2602	25	2	of	of	ADP
ajtas-2602	25	3	uzabsa	uzabsa	NOUN
ajtas-2602	25	4	uzabsa	uzabsa	NOUN
ajtas-2602	25	5	represents	represent	VERB
ajtas-2602	25	6	the	the	DET
ajtas-2602	25	7	first	first	ADJ
ajtas-2602	25	8	and	and	CCONJ
ajtas-2602	25	9	largest	large	ADJ
ajtas-2602	25	10	absa	absa	PROPN
ajtas-2602	25	11	dataset	dataset	VERB
ajtas-2602	25	12	for	for	ADP
ajtas-2602	25	13	the	the	DET
ajtas-2602	25	14	uzbek	uzbek	PROPN
ajtas-2602	25	15	language	language	NOUN
ajtas-2602	25	16	.	.	PUNCT
ajtas-2602	26	1	it	it	PRON
ajtas-2602	26	2	sets	set	VERB
ajtas-2602	26	3	a	a	DET
ajtas-2602	26	4	benchmark	benchmark	NOUN
ajtas-2602	26	5	for	for	ADP
ajtas-2602	26	6	future	future	ADJ
ajtas-2602	26	7	studies	study	NOUN
ajtas-2602	26	8	and	and	CCONJ
ajtas-2602	26	9	facilitates	facilitate	VERB
ajtas-2602	26	10	the	the	DET
ajtas-2602	26	11	development	development	NOUN
ajtas-2602	26	12	of	of	ADP
ajtas-2602	26	13	nlp	nlp	NOUN
ajtas-2602	26	14	applications	application	NOUN
ajtas-2602	26	15	,	,	PUNCT
ajtas-2602	26	16	such	such	ADJ
ajtas-2602	26	17	as	as	ADP
ajtas-2602	26	18	recommendation	recommendation	NOUN
ajtas-2602	26	19	systems	system	NOUN
ajtas-2602	26	20	and	and	CCONJ
ajtas-2602	26	21	automated	automate	VERB
ajtas-2602	26	22	feedback	feedback	NOUN
ajtas-2602	26	23	analysis	analysis	NOUN
ajtas-2602	26	24	,	,	PUNCT
ajtas-2602	26	25	tailored	tailor	VERB
ajtas-2602	26	26	to	to	ADP
ajtas-2602	26	27	uzbek	uzbek	PROPN
ajtas-2602	26	28	speakers	speaker	NOUN
ajtas-2602	26	29	.	.	PUNCT
ajtas-2602	27	1	evaluation	evaluation	NOUN
ajtas-2602	27	2	metrics	metric	NOUN
ajtas-2602	27	3	to	to	PART
ajtas-2602	27	4	establish	establish	VERB
ajtas-2602	27	5	the	the	DET
ajtas-2602	27	6	quality	quality	NOUN
ajtas-2602	27	7	and	and	CCONJ
ajtas-2602	27	8	reliability	reliability	NOUN
ajtas-2602	27	9	of	of	ADP
ajtas-2602	27	10	the	the	DET
ajtas-2602	27	11	annotated	annotate	VERB
ajtas-2602	27	12	dataset	dataset	NOUN
ajtas-2602	27	13	,	,	PUNCT
ajtas-2602	27	14	multiple	multiple	ADJ
ajtas-2602	27	15	evaluation	evaluation	NOUN
ajtas-2602	27	16	metrics	metric	NOUN
ajtas-2602	27	17	were	be	AUX
ajtas-2602	27	18	employed	employ	VERB
ajtas-2602	27	19	.	.	PUNCT
ajtas-2602	28	1	the	the	DET
ajtas-2602	28	2	cohen	cohen	PROPN
ajtas-2602	28	3	’s	’s	PART
ajtas-2602	28	4	kappa	kappa	PROPN
ajtas-2602	28	5	coefficient	coefficient	NOUN
ajtas-2602	28	6	of	of	ADP
ajtas-2602	28	7	0.81	0.81	NUM
ajtas-2602	28	8	and	and	CCONJ
ajtas-2602	28	9	krippendorff	krippendorff	PROPN
ajtas-2602	28	10	’s	’s	PART
ajtas-2602	28	11	alpha	alpha	NOUN
ajtas-2602	28	12	of	of	ADP
ajtas-2602	28	13	0.79	0.79	NUM
ajtas-2602	28	14	demonstrated	demonstrate	VERB
ajtas-2602	28	15	robust	robust	ADJ
ajtas-2602	28	16	inter	inter	ADJ
ajtas-2602	28	17	-	-	ADJ
ajtas-2602	28	18	annotator	annotator	ADJ
ajtas-2602	28	19	agreement	agreement	NOUN
ajtas-2602	28	20	.	.	PUNCT
ajtas-2602	29	1	the	the	DET
ajtas-2602	29	2	dataset	dataset	NOUN
ajtas-2602	29	3	also	also	ADV
ajtas-2602	29	4	underwent	undergo	VERB
ajtas-2602	29	5	a	a	DET
ajtas-2602	29	6	preliminary	preliminary	ADJ
ajtas-2602	29	7	evaluation	evaluation	NOUN
ajtas-2602	29	8	using	use	VERB
ajtas-2602	29	9	a	a	DET
ajtas-2602	29	10	knearest	knearest	NOUN
ajtas-2602	29	11	neighbour	neighbour	NOUN
ajtas-2602	29	12	(	(	PUNCT
ajtas-2602	29	13	knn	knn	PROPN
ajtas-2602	29	14	)	)	PUNCT
ajtas-2602	29	15	classifier	classifier	NOUN
ajtas-2602	29	16	.	.	PUNCT
ajtas-2602	30	1	the	the	DET
ajtas-2602	30	2	classifier	classifier	NOUN
ajtas-2602	30	3	achieved	achieve	VERB
ajtas-2602	30	4	an	an	DET
ajtas-2602	30	5	accuracy	accuracy	NOUN
ajtas-2602	30	6	range	range	NOUN
ajtas-2602	30	7	between	between	ADP
ajtas-2602	30	8	72	72	NUM
ajtas-2602	30	9	%	%	NOUN
ajtas-2602	30	10	to	to	PART
ajtas-2602	30	11	88	88	NUM
ajtas-2602	30	12	%	%	NOUN
ajtas-2602	30	13	,	,	PUNCT
ajtas-2602	30	14	reflecting	reflect	VERB
ajtas-2602	30	15	the	the	DET
ajtas-2602	30	16	dataset	dataset	NOUN
ajtas-2602	30	17	’s	’s	PART
ajtas-2602	30	18	practical	practical	ADJ
ajtas-2602	30	19	applicability	applicability	NOUN
ajtas-2602	30	20	in	in	ADP
ajtas-2602	30	21	real	real	ADJ
ajtas-2602	30	22	-	-	PUNCT
ajtas-2602	30	23	world	world	NOUN
ajtas-2602	30	24	sentiment	sentiment	NOUN
ajtas-2602	30	25	analysis	analysis	NOUN
ajtas-2602	30	26	scenarios	scenario	NOUN
ajtas-2602	30	27	.	.	PUNCT
ajtas-2602	31	1	these	these	DET
ajtas-2602	31	2	outcomes	outcome	NOUN
ajtas-2602	31	3	underscore	underscore	VERB
ajtas-2602	31	4	the	the	DET
ajtas-2602	31	5	dataset	dataset	NOUN
ajtas-2602	31	6	’s	’s	PART
ajtas-2602	31	7	robustness	robustness	NOUN
ajtas-2602	31	8	and	and	CCONJ
ajtas-2602	31	9	potential	potential	NOUN
ajtas-2602	31	10	to	to	PART
ajtas-2602	31	11	support	support	VERB
ajtas-2602	31	12	advanced	advanced	ADJ
ajtas-2602	31	13	nlp	nlp	NOUN
ajtas-2602	31	14	tasks	task	NOUN
ajtas-2602	31	15	.	.	PUNCT
ajtas-2602	32	1	applications	application	NOUN
ajtas-2602	32	2	of	of	ADP
ajtas-2602	32	3	uzabsa	uzabsa	NOUN
ajtas-2602	32	4	the	the	DET
ajtas-2602	32	5	dataset	dataset	NOUN
ajtas-2602	32	6	has	have	VERB
ajtas-2602	32	7	significant	significant	ADJ
ajtas-2602	32	8	implications	implication	NOUN
ajtas-2602	32	9	for	for	ADP
ajtas-2602	32	10	both	both	CCONJ
ajtas-2602	32	11	academic	academic	ADJ
ajtas-2602	32	12	and	and	CCONJ
ajtas-2602	32	13	industrial	industrial	ADJ
ajtas-2602	32	14	applications	application	NOUN
ajtas-2602	32	15	.	.	PUNCT
ajtas-2602	33	1	academically	academically	ADV
ajtas-2602	33	2	,	,	PUNCT
ajtas-2602	33	3	it	it	PRON
ajtas-2602	33	4	lays	lay	VERB
ajtas-2602	33	5	the	the	DET
ajtas-2602	33	6	groundwork	groundwork	NOUN
ajtas-2602	33	7	for	for	ADP
ajtas-2602	33	8	further	further	ADJ
ajtas-2602	33	9	research	research	NOUN
ajtas-2602	33	10	in	in	ADP
ajtas-2602	33	11	absa	absa	PROPN
ajtas-2602	33	12	and	and	CCONJ
ajtas-2602	33	13	sentiment	sentiment	NOUN
ajtas-2602	33	14	analysis	analysis	NOUN
ajtas-2602	33	15	for	for	ADP
ajtas-2602	33	16	low	low	ADJ
ajtas-2602	33	17	-	-	PUNCT
ajtas-2602	33	18	resource	resource	NOUN
ajtas-2602	33	19	languages	language	NOUN
ajtas-2602	33	20	.	.	PUNCT
ajtas-2602	34	1	in	in	ADP
ajtas-2602	34	2	industry	industry	NOUN
ajtas-2602	34	3	,	,	PUNCT
ajtas-2602	34	4	uzabsa	uzabsa	NOUN
ajtas-2602	34	5	can	can	AUX
ajtas-2602	34	6	support	support	VERB
ajtas-2602	34	7	the	the	DET
ajtas-2602	34	8	development	development	NOUN
ajtas-2602	34	9	of	of	ADP
ajtas-2602	34	10	applications	application	NOUN
ajtas-2602	34	11	like	like	ADP
ajtas-2602	34	12	review	review	NOUN
ajtas-2602	34	13	analytics	analytic	NOUN
ajtas-2602	34	14	,	,	PUNCT
ajtas-2602	34	15	customer	customer	NOUN
ajtas-2602	34	16	sentiment	sentiment	NOUN
ajtas-2602	34	17	tracking	tracking	NOUN
ajtas-2602	34	18	,	,	PUNCT
ajtas-2602	34	19	and	and	CCONJ
ajtas-2602	34	20	opinion	opinion	NOUN
ajtas-2602	34	21	mining	mining	NOUN
ajtas-2602	34	22	in	in	ADP
ajtas-2602	34	23	uzbek	uzbek	PROPN
ajtas-2602	34	24	.	.	PUNCT
ajtas-2602	35	1	furthermore	furthermore	ADV
ajtas-2602	35	2	,	,	PUNCT
ajtas-2602	35	3	the	the	DET
ajtas-2602	35	4	dataset	dataset	NOUN
ajtas-2602	35	5	can	can	AUX
ajtas-2602	35	6	serve	serve	VERB
ajtas-2602	35	7	as	as	ADP
ajtas-2602	35	8	a	a	DET
ajtas-2602	35	9	resource	resource	NOUN
ajtas-2602	35	10	for	for	ADP
ajtas-2602	35	11	developing	develop	VERB
ajtas-2602	35	12	recommendation	recommendation	NOUN
ajtas-2602	35	13	systems	system	NOUN
ajtas-2602	35	14	tailored	tailor	VERB
ajtas-2602	35	15	to	to	ADP
ajtas-2602	35	16	the	the	DET
ajtas-2602	35	17	preferences	preference	NOUN
ajtas-2602	35	18	and	and	CCONJ
ajtas-2602	35	19	sentiments	sentiment	NOUN
ajtas-2602	35	20	of	of	ADP
ajtas-2602	35	21	uzbekspeaking	uzbekspeake	VERB
ajtas-2602	35	22	users	user	NOUN
ajtas-2602	35	23	.	.	PUNCT
ajtas-2602	36	1	comparative	comparative	ADJ
ajtas-2602	36	2	analysis	analysis	NOUN
ajtas-2602	36	3	when	when	SCONJ
ajtas-2602	36	4	compared	compare	VERB
ajtas-2602	36	5	to	to	ADP
ajtas-2602	36	6	existing	exist	VERB
ajtas-2602	36	7	datasets	dataset	NOUN
ajtas-2602	36	8	for	for	ADP
ajtas-2602	36	9	other	other	ADJ
ajtas-2602	36	10	languages	language	NOUN
ajtas-2602	36	11	,	,	PUNCT
ajtas-2602	36	12	uzabsa	uzabsa	NOUN
ajtas-2602	36	13	exhibits	exhibits	VERB
ajtas-2602	36	14	unique	unique	ADJ
ajtas-2602	36	15	characteristics	characteristic	NOUN
ajtas-2602	36	16	.	.	PUNCT
ajtas-2602	37	1	unlike	unlike	ADP
ajtas-2602	37	2	high	high	ADJ
ajtas-2602	37	3	-	-	PUNCT
ajtas-2602	37	4	resource	resource	NOUN
ajtas-2602	37	5	languages	language	NOUN
ajtas-2602	37	6	,	,	PUNCT
ajtas-2602	37	7	where	where	SCONJ
ajtas-2602	37	8	multiple	multiple	ADJ
ajtas-2602	37	9	absa	absa	NOUN
ajtas-2602	37	10	datasets	dataset	NOUN
ajtas-2602	37	11	exist	exist	VERB
ajtas-2602	37	12	,	,	PUNCT
ajtas-2602	37	13	uzabsa	uzabsa	NOUN
ajtas-2602	37	14	pioneers	pioneer	VERB
ajtas-2602	37	15	this	this	DET
ajtas-2602	37	16	effort	effort	NOUN
ajtas-2602	37	17	for	for	ADP
ajtas-2602	37	18	uzbek	uzbek	PROPN
ajtas-2602	37	19	.	.	PUNCT
ajtas-2602	38	1	additionally	additionally	ADV
ajtas-2602	38	2	,	,	PUNCT
ajtas-2602	38	3	its	its	PRON
ajtas-2602	38	4	meticulous	meticulous	ADJ
ajtas-2602	38	5	annotation	annotation	NOUN
ajtas-2602	38	6	process	process	NOUN
ajtas-2602	38	7	and	and	CCONJ
ajtas-2602	38	8	high	high	ADJ
ajtas-2602	38	9	inter	inter	ADJ
ajtas-2602	38	10	-	-	ADJ
ajtas-2602	38	11	annotator	annotator	ADJ
ajtas-2602	38	12	agreement	agreement	NOUN
ajtas-2602	38	13	metrics	metric	NOUN
ajtas-2602	38	14	american	american	PROPN
ajtas-2602	38	15	journal	journal	PROPN
ajtas-2602	38	16	of	of	ADP
ajtas-2602	38	17	technology	technology	NOUN
ajtas-2602	38	18	and	and	CCONJ
ajtas-2602	38	19	applied	apply	VERB
ajtas-2602	38	20	sciences	science	NOUN
ajtas-2602	38	21	31	31	NUM
ajtas-2602	38	22	,	,	PUNCT
ajtas-2602	38	23	december2024	december2024	PROPN
ajtas-2602	38	24	p	p	NOUN
ajtas-2602	38	25	a	a	DET
ajtas-2602	38	26	g	g	NOUN
ajtas-2602	38	27	e	e	NOUN
ajtas-2602	38	28	|	|	ADV
ajtas-2602	38	29	41	41	NUM
ajtas-2602	38	30	www.americanjournal.org	www.americanjournal.org	NOUN
ajtas-2602	38	31	position	position	NOUN
ajtas-2602	38	32	it	it	PRON
ajtas-2602	38	33	as	as	ADP
ajtas-2602	38	34	a	a	DET
ajtas-2602	38	35	benchmark	benchmark	NOUN
ajtas-2602	38	36	dataset	dataset	NOUN
ajtas-2602	38	37	.	.	PUNCT
ajtas-2602	39	1	future	future	ADJ
ajtas-2602	39	2	works	work	NOUN
ajtas-2602	39	3	can	can	AUX
ajtas-2602	39	4	extend	extend	VERB
ajtas-2602	39	5	this	this	DET
ajtas-2602	39	6	dataset	dataset	NOUN
ajtas-2602	39	7	by	by	ADP
ajtas-2602	39	8	incorporating	incorporate	VERB
ajtas-2602	39	9	multimodal	multimodal	ADJ
ajtas-2602	39	10	data	datum	NOUN
ajtas-2602	39	11	,	,	PUNCT
ajtas-2602	39	12	such	such	ADJ
ajtas-2602	39	13	as	as	ADP
ajtas-2602	39	14	images	image	NOUN
ajtas-2602	39	15	and	and	CCONJ
ajtas-2602	39	16	audio	audio	ADJ
ajtas-2602	39	17	reviews	review	NOUN
ajtas-2602	39	18	,	,	PUNCT
ajtas-2602	39	19	to	to	PART
ajtas-2602	39	20	enrich	enrich	VERB
ajtas-2602	39	21	the	the	DET
ajtas-2602	39	22	analysis	analysis	NOUN
ajtas-2602	39	23	.	.	PUNCT
ajtas-2602	40	1	results	result	NOUN
ajtas-2602	40	2	and	and	CCONJ
ajtas-2602	40	3	discussions	discussion	NOUN
ajtas-2602	40	4	the	the	DET
ajtas-2602	40	5	evaluation	evaluation	NOUN
ajtas-2602	40	6	results	result	NOUN
ajtas-2602	40	7	underscore	underscore	VERB
ajtas-2602	40	8	the	the	DET
ajtas-2602	40	9	robustness	robustness	NOUN
ajtas-2602	40	10	of	of	ADP
ajtas-2602	40	11	uzabsa	uzabsa	NOUN
ajtas-2602	40	12	as	as	ADP
ajtas-2602	40	13	a	a	DET
ajtas-2602	40	14	resource	resource	NOUN
ajtas-2602	40	15	for	for	ADP
ajtas-2602	40	16	absa	absa	ADJ
ajtas-2602	40	17	tasks	task	NOUN
ajtas-2602	40	18	.	.	PUNCT
ajtas-2602	41	1	high	high	ADJ
ajtas-2602	41	2	agreement	agreement	NOUN
ajtas-2602	41	3	among	among	ADP
ajtas-2602	41	4	annotators	annotator	NOUN
ajtas-2602	41	5	ensures	ensure	VERB
ajtas-2602	41	6	the	the	DET
ajtas-2602	41	7	dataset	dataset	NOUN
ajtas-2602	41	8	’s	’s	PART
ajtas-2602	41	9	reliability	reliability	NOUN
ajtas-2602	41	10	,	,	PUNCT
ajtas-2602	41	11	while	while	SCONJ
ajtas-2602	41	12	the	the	DET
ajtas-2602	41	13	knn	knn	PROPN
ajtas-2602	41	14	model	model	PROPN
ajtas-2602	41	15	’s	’s	PART
ajtas-2602	41	16	performance	performance	NOUN
ajtas-2602	41	17	validates	validate	VERB
ajtas-2602	41	18	its	its	PRON
ajtas-2602	41	19	applicability	applicability	NOUN
ajtas-2602	41	20	.	.	PUNCT
ajtas-2602	42	1	the	the	DET
ajtas-2602	42	2	study	study	NOUN
ajtas-2602	42	3	highlights	highlight	VERB
ajtas-2602	42	4	the	the	DET
ajtas-2602	42	5	need	need	NOUN
ajtas-2602	42	6	for	for	ADP
ajtas-2602	42	7	further	further	ADJ
ajtas-2602	42	8	experimentation	experimentation	NOUN
ajtas-2602	42	9	with	with	ADP
ajtas-2602	42	10	advanced	advanced	ADJ
ajtas-2602	42	11	machine	machine	NOUN
ajtas-2602	42	12	learning	learning	NOUN
ajtas-2602	42	13	models	model	NOUN
ajtas-2602	42	14	,	,	PUNCT
ajtas-2602	42	15	such	such	ADJ
ajtas-2602	42	16	as	as	ADP
ajtas-2602	42	17	transformers	transformer	NOUN
ajtas-2602	42	18	,	,	PUNCT
ajtas-2602	42	19	to	to	PART
ajtas-2602	42	20	enhance	enhance	VERB
ajtas-2602	42	21	accuracy	accuracy	NOUN
ajtas-2602	42	22	and	and	CCONJ
ajtas-2602	42	23	scalability	scalability	NOUN
ajtas-2602	42	24	.	.	PUNCT
ajtas-2602	43	1	moreover	moreover	ADV
ajtas-2602	43	2	,	,	PUNCT
ajtas-2602	43	3	the	the	DET
ajtas-2602	43	4	dataset	dataset	NOUN
ajtas-2602	43	5	’s	’s	PART
ajtas-2602	43	6	potential	potential	ADJ
ajtas-2602	43	7	applications	application	NOUN
ajtas-2602	43	8	in	in	ADP
ajtas-2602	43	9	commercial	commercial	ADJ
ajtas-2602	43	10	and	and	CCONJ
ajtas-2602	43	11	academic	academic	ADJ
ajtas-2602	43	12	settings	setting	NOUN
ajtas-2602	43	13	underline	underline	VERB
ajtas-2602	43	14	its	its	PRON
ajtas-2602	43	15	significance	significance	NOUN
ajtas-2602	43	16	.	.	PUNCT
ajtas-2602	44	1	conclusion	conclusion	NOUN
ajtas-2602	44	2	uzabsa	uzabsa	NOUN
ajtas-2602	44	3	addresses	address	VERB
ajtas-2602	44	4	a	a	DET
ajtas-2602	44	5	critical	critical	ADJ
ajtas-2602	44	6	gap	gap	NOUN
ajtas-2602	44	7	in	in	ADP
ajtas-2602	44	8	linguistic	linguistic	ADJ
ajtas-2602	44	9	resources	resource	NOUN
ajtas-2602	44	10	for	for	ADP
ajtas-2602	44	11	the	the	DET
ajtas-2602	44	12	uzbek	uzbek	PROPN
ajtas-2602	44	13	language	language	NOUN
ajtas-2602	44	14	.	.	PUNCT
ajtas-2602	45	1	by	by	ADP
ajtas-2602	45	2	providing	provide	VERB
ajtas-2602	45	3	a	a	DET
ajtas-2602	45	4	highquality	highquality	NOUN
ajtas-2602	45	5	,	,	PUNCT
ajtas-2602	45	6	annotated	annotate	VERB
ajtas-2602	45	7	absa	absa	PROPN
ajtas-2602	45	8	dataset	dataset	VERB
ajtas-2602	45	9	,	,	PUNCT
ajtas-2602	45	10	this	this	DET
ajtas-2602	45	11	study	study	NOUN
ajtas-2602	45	12	lays	lay	VERB
ajtas-2602	45	13	the	the	DET
ajtas-2602	45	14	groundwork	groundwork	NOUN
ajtas-2602	45	15	for	for	ADP
ajtas-2602	45	16	advancing	advance	VERB
ajtas-2602	45	17	nlp	nlp	NOUN
ajtas-2602	45	18	technologies	technology	NOUN
ajtas-2602	45	19	for	for	ADP
ajtas-2602	45	20	low	low	ADJ
ajtas-2602	45	21	-	-	PUNCT
ajtas-2602	45	22	resource	resource	NOUN
ajtas-2602	45	23	languages	language	NOUN
ajtas-2602	45	24	.	.	PUNCT
ajtas-2602	46	1	future	future	ADJ
ajtas-2602	46	2	work	work	NOUN
ajtas-2602	46	3	will	will	AUX
ajtas-2602	46	4	explore	explore	VERB
ajtas-2602	46	5	integrating	integrate	VERB
ajtas-2602	46	6	uzabsa	uzabsa	NOUN
ajtas-2602	46	7	with	with	ADP
ajtas-2602	46	8	state	state	NOUN
ajtas-2602	46	9	-	-	PUNCT
ajtas-2602	46	10	of	of	ADP
ajtas-2602	46	11	-	-	PUNCT
ajtas-2602	46	12	the	the	DET
ajtas-2602	46	13	-	-	PUNCT
ajtas-2602	46	14	art	art	NOUN
ajtas-2602	46	15	nlp	nlp	NOUN
ajtas-2602	46	16	models	model	NOUN
ajtas-2602	46	17	to	to	PART
ajtas-2602	46	18	achieve	achieve	VERB
ajtas-2602	46	19	greater	great	ADJ
ajtas-2602	46	20	precision	precision	NOUN
ajtas-2602	46	21	and	and	CCONJ
ajtas-2602	46	22	utility	utility	NOUN
ajtas-2602	46	23	.	.	PUNCT
ajtas-2602	47	1	the	the	DET
ajtas-2602	47	2	dataset	dataset	NOUN
ajtas-2602	47	3	’s	’s	PART
ajtas-2602	47	4	contribution	contribution	NOUN
ajtas-2602	47	5	will	will	AUX
ajtas-2602	47	6	also	also	ADV
ajtas-2602	47	7	extend	extend	VERB
ajtas-2602	47	8	to	to	ADP
ajtas-2602	47	9	crosslingual	crosslingual	ADJ
ajtas-2602	47	10	nlp	nlp	NOUN
ajtas-2602	47	11	research	research	NOUN
ajtas-2602	47	12	,	,	PUNCT
ajtas-2602	47	13	fostering	foster	VERB
ajtas-2602	47	14	collaboration	collaboration	NOUN
ajtas-2602	47	15	among	among	ADP
ajtas-2602	47	16	researchers	researcher	NOUN
ajtas-2602	47	17	in	in	ADP
ajtas-2602	47	18	the	the	DET
ajtas-2602	47	19	global	global	ADJ
ajtas-2602	47	20	community	community	NOUN
ajtas-2602	47	21	.	.	PUNCT
ajtas-2602	48	1	references	reference	NOUN
ajtas-2602	48	2	1	1	NUM
ajtas-2602	48	3	.	.	X
ajtas-2602	49	1	cohen	cohen	PROPN
ajtas-2602	49	2	,	,	PUNCT
ajtas-2602	49	3	j.	j.	PROPN
ajtas-2602	49	4	(	(	PUNCT
ajtas-2602	49	5	1960	1960	NUM
ajtas-2602	49	6	)	)	PUNCT
ajtas-2602	49	7	.	.	PUNCT
ajtas-2602	50	1	a	a	DET
ajtas-2602	50	2	coefficient	coefficient	NOUN
ajtas-2602	50	3	of	of	ADP
ajtas-2602	50	4	agreement	agreement	NOUN
ajtas-2602	50	5	for	for	ADP
ajtas-2602	50	6	nominal	nominal	ADJ
ajtas-2602	50	7	scales	scale	NOUN
ajtas-2602	50	8	.	.	PUNCT
ajtas-2602	51	1	educational	educational	ADJ
ajtas-2602	51	2	and	and	CCONJ
ajtas-2602	51	3	psychological	psychological	ADJ
ajtas-2602	51	4	measurement	measurement	NOUN
ajtas-2602	51	5	,	,	PUNCT
ajtas-2602	51	6	20(1	20(1	NUM
ajtas-2602	51	7	)	)	PUNCT
ajtas-2602	51	8	,	,	PUNCT
ajtas-2602	51	9	37–46	37–46	NUM
ajtas-2602	51	10	.	.	NOUN
ajtas-2602	52	1	2	2	NUM
ajtas-2602	52	2	.	.	X
ajtas-2602	52	3	krippendorff	krippendorff	PROPN
ajtas-2602	52	4	,	,	PUNCT
ajtas-2602	52	5	k.	k.	PROPN
ajtas-2602	52	6	(	(	PUNCT
ajtas-2602	52	7	2004	2004	NUM
ajtas-2602	52	8	)	)	PUNCT
ajtas-2602	52	9	.	.	PUNCT
ajtas-2602	53	1	content	content	NOUN
ajtas-2602	53	2	analysis	analysis	NOUN
ajtas-2602	53	3	:	:	PUNCT
ajtas-2602	53	4	an	an	DET
ajtas-2602	53	5	introduction	introduction	NOUN
ajtas-2602	53	6	to	to	ADP
ajtas-2602	53	7	its	its	PRON
ajtas-2602	53	8	methodology	methodology	NOUN
ajtas-2602	53	9	.	.	PUNCT
ajtas-2602	54	1	sage	sage	NOUN
ajtas-2602	54	2	publications	publication	NOUN
ajtas-2602	54	3	.	.	PUNCT
ajtas-2602	55	1	3	3	X
ajtas-2602	55	2	.	.	X
ajtas-2602	55	3	pang	pang	NOUN
ajtas-2602	55	4	,	,	PUNCT
ajtas-2602	55	5	b.	b.	PROPN
ajtas-2602	55	6	,	,	PUNCT
ajtas-2602	55	7	&	&	CCONJ
ajtas-2602	55	8	lee	lee	PROPN
ajtas-2602	55	9	,	,	PUNCT
ajtas-2602	55	10	l.	l.	PROPN
ajtas-2602	55	11	(	(	PUNCT
ajtas-2602	55	12	2008	2008	NUM
ajtas-2602	55	13	)	)	PUNCT
ajtas-2602	55	14	.	.	PUNCT
ajtas-2602	56	1	opinion	opinion	NOUN
ajtas-2602	56	2	mining	mining	NOUN
ajtas-2602	56	3	and	and	CCONJ
ajtas-2602	56	4	sentiment	sentiment	NOUN
ajtas-2602	56	5	analysis	analysis	NOUN
ajtas-2602	56	6	.	.	PUNCT
ajtas-2602	57	1	foundations	foundation	NOUN
ajtas-2602	57	2	and	and	CCONJ
ajtas-2602	57	3	trends	trend	NOUN
ajtas-2602	57	4	in	in	ADP
ajtas-2602	57	5	information	information	NOUN
ajtas-2602	57	6	retrieval	retrieval	NOUN
ajtas-2602	57	7	,	,	PUNCT
ajtas-2602	57	8	2(1	2(1	NUM
ajtas-2602	57	9	-	-	SYM
ajtas-2602	57	10	2	2	NUM
ajtas-2602	57	11	)	)	PUNCT
ajtas-2602	57	12	,	,	PUNCT
ajtas-2602	57	13	1–135	1–135	NUM
ajtas-2602	57	14	.	.	NOUN
ajtas-2602	57	15	4	4	NUM
ajtas-2602	57	16	.	.	X
ajtas-2602	57	17	liu	liu	PROPN
ajtas-2602	57	18	,	,	PUNCT
ajtas-2602	57	19	b.	b.	PROPN
ajtas-2602	57	20	(	(	PUNCT
ajtas-2602	57	21	2012	2012	NUM
ajtas-2602	57	22	)	)	PUNCT
ajtas-2602	57	23	.	.	PUNCT
ajtas-2602	58	1	sentiment	sentiment	NOUN
ajtas-2602	58	2	analysis	analysis	NOUN
ajtas-2602	58	3	and	and	CCONJ
ajtas-2602	58	4	opinion	opinion	NOUN
ajtas-2602	58	5	mining	mining	NOUN
ajtas-2602	58	6	.	.	PUNCT
ajtas-2602	59	1	synthesis	synthesis	NOUN
ajtas-2602	59	2	lectures	lecture	NOUN
ajtas-2602	59	3	on	on	ADP
ajtas-2602	59	4	human	human	ADJ
ajtas-2602	59	5	language	language	NOUN
ajtas-2602	59	6	technologies	technology	NOUN
ajtas-2602	59	7	,	,	PUNCT
ajtas-2602	59	8	5(1	5(1	NUM
ajtas-2602	59	9	)	)	PUNCT
ajtas-2602	59	10	,	,	PUNCT
ajtas-2602	59	11	1–167	1–167	NUM
ajtas-2602	59	12	.	.	PUNCT
ajtas-2602	60	1	5	5	NUM
ajtas-2602	60	2	.	.	X
ajtas-2602	60	3	devlin	devlin	PROPN
ajtas-2602	60	4	,	,	PUNCT
ajtas-2602	60	5	j.	j.	PROPN
ajtas-2602	60	6	,	,	PUNCT
ajtas-2602	60	7	chang	chang	PROPN
ajtas-2602	60	8	,	,	PUNCT
ajtas-2602	60	9	m.-w	m.-w	PROPN
ajtas-2602	60	10	.	.	PROPN
ajtas-2602	60	11	,	,	PUNCT
ajtas-2602	60	12	lee	lee	PROPN
ajtas-2602	60	13	,	,	PUNCT
ajtas-2602	60	14	k.	k.	PROPN
ajtas-2602	60	15	,	,	PUNCT
ajtas-2602	60	16	&	&	CCONJ
ajtas-2602	60	17	toutanova	toutanova	PROPN
ajtas-2602	60	18	,	,	PUNCT
ajtas-2602	60	19	k.	k.	PROPN
ajtas-2602	60	20	(	(	PUNCT
ajtas-2602	60	21	2019	2019	NUM
ajtas-2602	60	22	)	)	PUNCT
ajtas-2602	60	23	.	.	PUNCT
ajtas-2602	61	1	bert	bert	PROPN
ajtas-2602	61	2	:	:	PUNCT
ajtas-2602	61	3	pre	pre	ADJ
ajtas-2602	61	4	-	-	NOUN
ajtas-2602	61	5	training	training	NOUN
ajtas-2602	61	6	of	of	ADP
ajtas-2602	61	7	deep	deep	ADJ
ajtas-2602	61	8	bidirectional	bidirectional	ADJ
ajtas-2602	61	9	transformers	transformer	NOUN
ajtas-2602	61	10	for	for	ADP
ajtas-2602	61	11	language	language	NOUN
ajtas-2602	61	12	understanding	understanding	NOUN
ajtas-2602	61	13	.	.	PUNCT
ajtas-2602	62	1	proceedings	proceeding	NOUN
ajtas-2602	62	2	of	of	ADP
ajtas-2602	62	3	naacl	naacl	PROPN
ajtas-2602	62	4	-	-	PUNCT
ajtas-2602	62	5	hlt	hlt	NOUN
ajtas-2602	62	6	,	,	PUNCT
ajtas-2602	62	7	4171	4171	NUM
ajtas-2602	62	8	–	–	PUNCT
ajtas-2602	62	9	4186	4186	NUM
ajtas-2602	62	10	.	.	PUNCT
ajtas-2602	63	1	6	6	NUM
ajtas-2602	63	2	.	.	X
ajtas-2602	63	3	mikolov	mikolov	PROPN
ajtas-2602	63	4	,	,	PUNCT
ajtas-2602	63	5	t.	t.	PROPN
ajtas-2602	63	6	,	,	PUNCT
ajtas-2602	63	7	sutskever	sutskever	PROPN
ajtas-2602	63	8	,	,	PUNCT
ajtas-2602	63	9	i.	i.	PROPN
ajtas-2602	63	10	,	,	PUNCT
ajtas-2602	63	11	chen	chen	PROPN
ajtas-2602	63	12	,	,	PUNCT
ajtas-2602	63	13	k.	k.	PROPN
ajtas-2602	63	14	,	,	PUNCT
ajtas-2602	63	15	corrado	corrado	PROPN
ajtas-2602	63	16	,	,	PUNCT
ajtas-2602	63	17	g.	g.	PROPN
ajtas-2602	63	18	s.	s.	PROPN
ajtas-2602	63	19	,	,	PUNCT
ajtas-2602	63	20	&	&	CCONJ
ajtas-2602	63	21	dean	dean	PROPN
ajtas-2602	63	22	,	,	PUNCT
ajtas-2602	63	23	j.	j.	PROPN
ajtas-2602	63	24	(	(	PUNCT
ajtas-2602	63	25	2013	2013	NUM
ajtas-2602	63	26	)	)	PUNCT
ajtas-2602	63	27	.	.	PUNCT
ajtas-2602	64	1	distributed	distribute	VERB
ajtas-2602	64	2	representations	representation	NOUN
ajtas-2602	64	3	of	of	ADP
ajtas-2602	64	4	words	word	NOUN
ajtas-2602	64	5	and	and	CCONJ
ajtas-2602	64	6	phrases	phrase	NOUN
ajtas-2602	64	7	and	and	CCONJ
ajtas-2602	64	8	their	their	PRON
ajtas-2602	64	9	compositionality	compositionality	NOUN
ajtas-2602	64	10	.	.	PUNCT
ajtas-2602	65	1	advances	advance	NOUN
ajtas-2602	65	2	in	in	ADP
ajtas-2602	65	3	neural	neural	ADJ
ajtas-2602	65	4	information	information	NOUN
ajtas-2602	65	5	processing	processing	NOUN
ajtas-2602	65	6	systems	system	NOUN
ajtas-2602	65	7	,	,	PUNCT
ajtas-2602	65	8	26	26	NUM
ajtas-2602	65	9	,	,	PUNCT
ajtas-2602	65	10	3111–3119	3111–3119	NUM
ajtas-2602	65	11	.	.	PUNCT
ajtas-2602	66	1	7	7	NUM
ajtas-2602	66	2	.	.	NUM
ajtas-2602	66	3	schütze	schütze	PROPN
ajtas-2602	66	4	,	,	PUNCT
ajtas-2602	66	5	h.	h.	PROPN
ajtas-2602	66	6	,	,	PUNCT
ajtas-2602	66	7	manning	manning	NOUN
ajtas-2602	66	8	,	,	PUNCT
ajtas-2602	66	9	c.	c.	PROPN
ajtas-2602	66	10	d.	d.	PROPN
ajtas-2602	66	11	,	,	PUNCT
ajtas-2602	66	12	&	&	CCONJ
ajtas-2602	66	13	raghavan	raghavan	PROPN
ajtas-2602	66	14	,	,	PUNCT
ajtas-2602	66	15	p.	p.	NOUN
ajtas-2602	66	16	(	(	PUNCT
ajtas-2602	66	17	2008	2008	NUM
ajtas-2602	66	18	)	)	PUNCT
ajtas-2602	66	19	.	.	PUNCT
ajtas-2602	67	1	introduction	introduction	NOUN
ajtas-2602	67	2	to	to	ADP
ajtas-2602	67	3	information	information	NOUN
ajtas-2602	67	4	retrieval	retrieval	NOUN
ajtas-2602	67	5	.	.	PUNCT
ajtas-2602	68	1	cambridge	cambridge	PROPN
ajtas-2602	68	2	university	university	PROPN
ajtas-2602	68	3	press	press	NOUN
ajtas-2602	68	4	.	.	PUNCT
ajtas-2602	69	1	8	8	X
ajtas-2602	69	2	.	.	X
ajtas-2602	70	1	jurafsky	jurafsky	PROPN
ajtas-2602	70	2	,	,	PUNCT
ajtas-2602	70	3	d.	d.	PROPN
ajtas-2602	70	4	,	,	PUNCT
ajtas-2602	70	5	&	&	CCONJ
ajtas-2602	70	6	martin	martin	PROPN
ajtas-2602	70	7	,	,	PUNCT
ajtas-2602	70	8	j.	j.	PROPN
ajtas-2602	70	9	h.	h.	PROPN
ajtas-2602	70	10	(	(	PUNCT
ajtas-2602	70	11	2020	2020	NUM
ajtas-2602	70	12	)	)	PUNCT
ajtas-2602	70	13	.	.	PUNCT
ajtas-2602	71	1	speech	speech	NOUN
ajtas-2602	71	2	and	and	CCONJ
ajtas-2602	71	3	language	language	NOUN
ajtas-2602	71	4	processing	processing	NOUN
ajtas-2602	71	5	.	.	PUNCT
ajtas-2602	72	1	pearson	pearson	PROPN
ajtas-2602	72	2	.	.	PUNCT
ajtas-2602	73	1	9	9	X
ajtas-2602	73	2	.	.	X
ajtas-2602	73	3	vaswani	vaswani	NOUN
ajtas-2602	73	4	,	,	PUNCT
ajtas-2602	73	5	a.	a.	NOUN
ajtas-2602	73	6	,	,	PUNCT
ajtas-2602	73	7	et	et	PROPN
ajtas-2602	73	8	al	al	PROPN
ajtas-2602	73	9	.	.	PUNCT
ajtas-2602	73	10	(	(	PUNCT
ajtas-2602	73	11	2017	2017	NUM
ajtas-2602	73	12	)	)	PUNCT
ajtas-2602	73	13	.	.	PUNCT
ajtas-2602	74	1	attention	attention	NOUN
ajtas-2602	74	2	is	be	AUX
ajtas-2602	74	3	all	all	PRON
ajtas-2602	74	4	you	you	PRON
ajtas-2602	74	5	need	need	VERB
ajtas-2602	74	6	.	.	PUNCT
ajtas-2602	75	1	advances	advance	NOUN
ajtas-2602	75	2	in	in	ADP
ajtas-2602	75	3	neural	neural	ADJ
ajtas-2602	75	4	information	information	NOUN
ajtas-2602	75	5	processing	processing	NOUN
ajtas-2602	75	6	systems	system	NOUN
ajtas-2602	75	7	,	,	PUNCT
ajtas-2602	75	8	30	30	NUM
ajtas-2602	75	9	,	,	PUNCT
ajtas-2602	75	10	5998–6008	5998–6008	NUM
ajtas-2602	75	11	.	.	PUNCT
ajtas-2602	76	1	10	10	NUM
ajtas-2602	76	2	.	.	PUNCT
ajtas-2602	76	3	uzbek	uzbek	PROPN
ajtas-2602	76	4	restaurant	restaurant	NOUN
ajtas-2602	76	5	reviews	review	NOUN
ajtas-2602	76	6	dataset	dataset	VERB
ajtas-2602	76	7	.	.	PUNCT
ajtas-2602	77	1	(	(	PUNCT
ajtas-2602	77	2	2024	2024	NUM
ajtas-2602	77	3	)	)	PUNCT
ajtas-2602	77	4	.	.	PUNCT
ajtas-2602	78	1	collected	collect	VERB
ajtas-2602	78	2	from	from	ADP
ajtas-2602	78	3	online	online	ADJ
ajtas-2602	78	4	review	review	NOUN
ajtas-2602	78	5	platforms	platform	NOUN
ajtas-2602	78	6	for	for	ADP
ajtas-2602	78	7	this	this	DET
ajtas-2602	78	8	study	study	NOUN
ajtas-2602	78	9	.	.	PUNCT