id	sid	tid	token	lemma	pos
stem-8503	1	1	374	374	NUM
stem-8503	1	2	american	american	ADJ
stem-8503	1	3	journal	journal	NOUN
stem-8503	1	4	of	of	ADP
stem-8503	1	5	language	language	NOUN
stem-8503	1	6	,	,	PUNCT
stem-8503	1	7	literacy	literacy	NOUN
stem-8503	1	8	and	and	CCONJ
stem-8503	1	9	learning	learn	VERB
stem-8503	1	10	in	in	ADP
stem-8503	1	11	stem	stem	NOUN
stem-8503	1	12	education	education	NOUN
stem-8503	1	13	www	www	PROPN
stem-8503	1	14	.	.	PROPN
stem-8503	2	1	grnjournal.us	grnjournal.us	PROPN
stem-8503	2	2	american	american	PROPN
stem-8503	2	3	journal	journal	PROPN
stem-8503	2	4	of	of	ADP
stem-8503	2	5	language	language	NOUN
stem-8503	2	6	,	,	PUNCT
stem-8503	2	7	literacy	literacy	NOUN
stem-8503	2	8	and	and	CCONJ
stem-8503	2	9	learning	learn	VERB
stem-8503	2	10	in	in	ADP
stem-8503	2	11	stem	stem	NOUN
stem-8503	2	12	education	education	NOUN
stem-8503	2	13	volume	volume	NOUN
stem-8503	2	14	3	3	NUM
stem-8503	2	15	,	,	PUNCT
stem-8503	2	16	issue	issue	NOUN
stem-8503	2	17	10	10	NUM
stem-8503	2	18	,	,	PUNCT
stem-8503	2	19	2025	2025	NUM
stem-8503	2	20	issn	issn	X
stem-8503	2	21	(	(	PUNCT
stem-8503	2	22	e	e	NOUN
stem-8503	2	23	):	):	PUNCT
stem-8503	2	24	2993	2993	NUM
stem-8503	2	25	-	-	SYM
stem-8503	2	26	2769	2769	NUM
stem-8503	2	27	application	application	NOUN
stem-8503	2	28	of	of	ADP
stem-8503	2	29	statistical	statistical	ADJ
stem-8503	2	30	and	and	CCONJ
stem-8503	2	31	modeling	modeling	NOUN
stem-8503	2	32	methods	method	NOUN
stem-8503	2	33	in	in	ADP
stem-8503	2	34	the	the	DET
stem-8503	2	35	semantic	semantic	ADJ
stem-8503	2	36	analysis	analysis	NOUN
stem-8503	2	37	of	of	ADP
stem-8503	2	38	linguistic	linguistic	ADJ
stem-8503	2	39	units	unit	NOUN
stem-8503	2	40	suyarkulova	suyarkulova	VERB
stem-8503	2	41	madina	madina	PROPN
stem-8503	2	42	abdulloyevna	abdulloyevna	VERB
stem-8503	2	43	samarqand	samarqand	CCONJ
stem-8503	2	44	tuman	tuman	VERB
stem-8503	2	45	5	5	NUM
stem-8503	2	46	-	-	PUNCT
stem-8503	2	47	umumiy	umumiy	NOUN
stem-8503	2	48	o'rta	o'rta	PROPN
stem-8503	2	49	ta'lim	ta'lim	PROPN
stem-8503	2	50	maktabi	maktabi	PROPN
stem-8503	2	51	direktori	direktori	PROPN
stem-8503	2	52	abstract	abstract	PROPN
stem-8503	2	53	.	.	PUNCT
stem-8503	3	1	this	this	DET
stem-8503	3	2	article	article	NOUN
stem-8503	3	3	discusses	discuss	VERB
stem-8503	3	4	the	the	DET
stem-8503	3	5	use	use	NOUN
stem-8503	3	6	of	of	ADP
stem-8503	3	7	statistical	statistical	ADJ
stem-8503	3	8	and	and	CCONJ
stem-8503	3	9	modeling	modeling	NOUN
stem-8503	3	10	methods	method	NOUN
stem-8503	3	11	in	in	ADP
stem-8503	3	12	the	the	DET
stem-8503	3	13	semantic	semantic	ADJ
stem-8503	3	14	analysis	analysis	NOUN
stem-8503	3	15	of	of	ADP
stem-8503	3	16	linguistic	linguistic	ADJ
stem-8503	3	17	units	unit	NOUN
stem-8503	3	18	in	in	ADP
stem-8503	3	19	the	the	DET
stem-8503	3	20	uzbek	uzbek	PROPN
stem-8503	3	21	language	language	NOUN
stem-8503	3	22	.	.	PUNCT
stem-8503	4	1	modern	modern	ADJ
stem-8503	4	2	linguistics	linguistic	NOUN
stem-8503	4	3	increasingly	increasingly	ADV
stem-8503	4	4	applies	apply	VERB
stem-8503	4	5	quantitative	quantitative	ADJ
stem-8503	4	6	and	and	CCONJ
stem-8503	4	7	computational	computational	ADJ
stem-8503	4	8	approaches	approach	NOUN
stem-8503	4	9	to	to	PART
stem-8503	4	10	analyze	analyze	VERB
stem-8503	4	11	word	word	NOUN
stem-8503	4	12	meanings	meaning	NOUN
stem-8503	4	13	,	,	PUNCT
stem-8503	4	14	semantic	semantic	ADJ
stem-8503	4	15	relations	relation	NOUN
stem-8503	4	16	,	,	PUNCT
stem-8503	4	17	and	and	CCONJ
stem-8503	4	18	contextual	contextual	ADJ
stem-8503	4	19	dependencies	dependency	NOUN
stem-8503	4	20	.	.	PUNCT
stem-8503	5	1	statistical	statistical	ADJ
stem-8503	5	2	tools	tool	NOUN
stem-8503	5	3	allow	allow	VERB
stem-8503	5	4	for	for	ADP
stem-8503	5	5	identifying	identify	VERB
stem-8503	5	6	the	the	DET
stem-8503	5	7	frequency	frequency	NOUN
stem-8503	5	8	and	and	CCONJ
stem-8503	5	9	correlation	correlation	NOUN
stem-8503	5	10	of	of	ADP
stem-8503	5	11	linguistic	linguistic	ADJ
stem-8503	5	12	features	feature	NOUN
stem-8503	5	13	,	,	PUNCT
stem-8503	5	14	while	while	SCONJ
stem-8503	5	15	modeling	modeling	NOUN
stem-8503	5	16	techniques	technique	NOUN
stem-8503	5	17	help	help	VERB
stem-8503	5	18	visualize	visualize	VERB
stem-8503	5	19	and	and	CCONJ
stem-8503	5	20	predict	predict	VERB
stem-8503	5	21	semantic	semantic	ADJ
stem-8503	5	22	networks	network	NOUN
stem-8503	5	23	.	.	PUNCT
stem-8503	6	1	the	the	DET
stem-8503	6	2	study	study	NOUN
stem-8503	6	3	emphasizes	emphasize	VERB
stem-8503	6	4	how	how	SCONJ
stem-8503	6	5	combining	combine	VERB
stem-8503	6	6	linguistic	linguistic	ADJ
stem-8503	6	7	theory	theory	NOUN
stem-8503	6	8	with	with	ADP
stem-8503	6	9	statistical	statistical	ADJ
stem-8503	6	10	modeling	modeling	NOUN
stem-8503	6	11	can	can	AUX
stem-8503	6	12	enhance	enhance	VERB
stem-8503	6	13	the	the	DET
stem-8503	6	14	objectivity	objectivity	NOUN
stem-8503	6	15	and	and	CCONJ
stem-8503	6	16	accuracy	accuracy	NOUN
stem-8503	6	17	of	of	ADP
stem-8503	6	18	semantic	semantic	ADJ
stem-8503	6	19	analysis	analysis	NOUN
stem-8503	6	20	and	and	CCONJ
stem-8503	6	21	support	support	VERB
stem-8503	6	22	the	the	DET
stem-8503	6	23	development	development	NOUN
stem-8503	6	24	of	of	ADP
stem-8503	6	25	computational	computational	ADJ
stem-8503	6	26	linguistics	linguistic	NOUN
stem-8503	6	27	and	and	CCONJ
stem-8503	6	28	digital	digital	ADJ
stem-8503	6	29	lexicography	lexicography	NOUN
stem-8503	6	30	.	.	PUNCT
stem-8503	7	1	key	key	ADJ
stem-8503	7	2	words	word	NOUN
stem-8503	7	3	:	:	PUNCT
stem-8503	7	4	semantics	semantic	NOUN
stem-8503	7	5	,	,	PUNCT
stem-8503	7	6	linguistic	linguistic	ADJ
stem-8503	7	7	units	unit	NOUN
stem-8503	7	8	,	,	PUNCT
stem-8503	7	9	statistical	statistical	ADJ
stem-8503	7	10	analysis	analysis	NOUN
stem-8503	7	11	,	,	PUNCT
stem-8503	7	12	modeling	modeling	NOUN
stem-8503	7	13	,	,	PUNCT
stem-8503	7	14	corpus	corpus	NOUN
stem-8503	7	15	linguistics	linguistic	NOUN
stem-8503	7	16	,	,	PUNCT
stem-8503	7	17	quantitative	quantitative	ADJ
stem-8503	7	18	methods	method	NOUN
stem-8503	7	19	.	.	PUNCT
stem-8503	8	1	introduction	introduction	NOUN
stem-8503	8	2	application	application	NOUN
stem-8503	8	3	of	of	ADP
stem-8503	8	4	statistical	statistical	ADJ
stem-8503	8	5	and	and	CCONJ
stem-8503	8	6	modeling	modeling	NOUN
stem-8503	8	7	methods	method	NOUN
stem-8503	8	8	in	in	ADP
stem-8503	8	9	the	the	DET
stem-8503	8	10	semantic	semantic	ADJ
stem-8503	8	11	analysis	analysis	NOUN
stem-8503	8	12	of	of	ADP
stem-8503	8	13	linguistic	linguistic	ADJ
stem-8503	8	14	units	unit	NOUN
stem-8503	8	15	in	in	ADP
stem-8503	8	16	recent	recent	ADJ
stem-8503	8	17	decades	decade	NOUN
stem-8503	8	18	,	,	PUNCT
stem-8503	8	19	linguistic	linguistic	ADJ
stem-8503	8	20	studies	study	NOUN
stem-8503	8	21	have	have	AUX
stem-8503	8	22	increasingly	increasingly	ADV
stem-8503	8	23	incorporated	incorporate	VERB
stem-8503	8	24	quantitative	quantitative	ADJ
stem-8503	8	25	and	and	CCONJ
stem-8503	8	26	computational	computational	ADJ
stem-8503	8	27	approaches	approach	NOUN
stem-8503	8	28	to	to	PART
stem-8503	8	29	analyze	analyze	VERB
stem-8503	8	30	the	the	DET
stem-8503	8	31	structure	structure	NOUN
stem-8503	8	32	and	and	CCONJ
stem-8503	8	33	meaning	meaning	NOUN
stem-8503	8	34	of	of	ADP
stem-8503	8	35	language	language	NOUN
stem-8503	8	36	.	.	PUNCT
stem-8503	9	1	this	this	DET
stem-8503	9	2	trend	trend	NOUN
stem-8503	9	3	,	,	PUNCT
stem-8503	9	4	known	know	VERB
stem-8503	9	5	as	as	ADP
stem-8503	9	6	corpus	corpus	NOUN
stem-8503	9	7	-	-	PUNCT
stem-8503	9	8	based	base	VERB
stem-8503	9	9	linguistics	linguistic	NOUN
stem-8503	9	10	,	,	PUNCT
stem-8503	9	11	allows	allow	VERB
stem-8503	9	12	researchers	researcher	NOUN
stem-8503	9	13	to	to	PART
stem-8503	9	14	explore	explore	VERB
stem-8503	9	15	linguistic	linguistic	ADJ
stem-8503	9	16	phenomena	phenomenon	NOUN
stem-8503	9	17	using	use	VERB
stem-8503	9	18	large	large	ADJ
stem-8503	9	19	-	-	PUNCT
stem-8503	9	20	scale	scale	NOUN
stem-8503	9	21	data	datum	NOUN
stem-8503	9	22	rather	rather	ADV
stem-8503	9	23	than	than	ADP
stem-8503	9	24	relying	rely	VERB
stem-8503	9	25	solely	solely	ADV
stem-8503	9	26	on	on	ADP
stem-8503	9	27	intuition	intuition	NOUN
stem-8503	9	28	or	or	CCONJ
stem-8503	9	29	qualitative	qualitative	ADJ
stem-8503	9	30	observation	observation	NOUN
stem-8503	9	31	.	.	PUNCT
stem-8503	10	1	in	in	ADP
stem-8503	10	2	the	the	DET
stem-8503	10	3	context	context	NOUN
stem-8503	10	4	of	of	ADP
stem-8503	10	5	uzbek	uzbek	PROPN
stem-8503	10	6	linguistics	linguistic	NOUN
stem-8503	10	7	,	,	PUNCT
stem-8503	10	8	the	the	DET
stem-8503	10	9	integration	integration	NOUN
stem-8503	10	10	of	of	ADP
stem-8503	10	11	statistical	statistical	ADJ
stem-8503	10	12	and	and	CCONJ
stem-8503	10	13	modeling	modeling	NOUN
stem-8503	10	14	methods	method	NOUN
stem-8503	10	15	represents	represent	VERB
stem-8503	10	16	an	an	DET
stem-8503	10	17	important	important	ADJ
stem-8503	10	18	step	step	NOUN
stem-8503	10	19	toward	toward	ADP
stem-8503	10	20	the	the	DET
stem-8503	10	21	modernization	modernization	NOUN
stem-8503	10	22	and	and	CCONJ
stem-8503	10	23	digitalization	digitalization	NOUN
stem-8503	10	24	of	of	ADP
stem-8503	10	25	linguistic	linguistic	ADJ
stem-8503	10	26	research	research	NOUN
stem-8503	10	27	.	.	PUNCT
stem-8503	11	1	these	these	DET
stem-8503	11	2	methods	method	NOUN
stem-8503	11	3	make	make	VERB
stem-8503	11	4	it	it	PRON
stem-8503	11	5	possible	possible	ADJ
stem-8503	11	6	to	to	PART
stem-8503	11	7	study	study	VERB
stem-8503	11	8	the	the	DET
stem-8503	11	9	frequency	frequency	NOUN
stem-8503	11	10	of	of	ADP
stem-8503	11	11	linguistic	linguistic	ADJ
stem-8503	11	12	units	unit	NOUN
stem-8503	11	13	,	,	PUNCT
stem-8503	11	14	semantic	semantic	ADJ
stem-8503	11	15	relationships	relationship	NOUN
stem-8503	11	16	,	,	PUNCT
stem-8503	11	17	and	and	CCONJ
stem-8503	11	18	contextual	contextual	ADJ
stem-8503	11	19	dependencies	dependency	NOUN
stem-8503	11	20	in	in	ADP
stem-8503	11	21	a	a	DET
stem-8503	11	22	systematic	systematic	ADJ
stem-8503	11	23	and	and	CCONJ
stem-8503	11	24	measurable	measurable	ADJ
stem-8503	11	25	way	way	NOUN
stem-8503	11	26	[	[	X
stem-8503	11	27	1	1	NUM
stem-8503	11	28	]	]	PUNCT
stem-8503	11	29	,	,	PUNCT
stem-8503	11	30	[	[	X
stem-8503	11	31	2	2	NUM
stem-8503	11	32	]	]	PUNCT
stem-8503	11	33	.	.	PUNCT
stem-8503	12	1	semantic	semantic	ADJ
stem-8503	12	2	analysis	analysis	NOUN
stem-8503	12	3	plays	play	VERB
stem-8503	12	4	a	a	DET
stem-8503	12	5	central	central	ADJ
stem-8503	12	6	role	role	NOUN
stem-8503	12	7	in	in	ADP
stem-8503	12	8	understanding	understand	VERB
stem-8503	12	9	how	how	SCONJ
stem-8503	12	10	words	word	NOUN
stem-8503	12	11	and	and	CCONJ
stem-8503	12	12	expressions	expression	NOUN
stem-8503	12	13	convey	convey	VERB
stem-8503	12	14	meaning	meaning	NOUN
stem-8503	12	15	within	within	ADP
stem-8503	12	16	a	a	DET
stem-8503	12	17	language	language	NOUN
stem-8503	12	18	.	.	PUNCT
stem-8503	13	1	traditional	traditional	ADJ
stem-8503	13	2	approaches	approach	NOUN
stem-8503	13	3	to	to	ADP
stem-8503	13	4	semantics	semantic	NOUN
stem-8503	13	5	mainly	mainly	ADV
stem-8503	13	6	focused	focus	VERB
stem-8503	13	7	on	on	ADP
stem-8503	13	8	descriptive	descriptive	ADJ
stem-8503	13	9	or	or	CCONJ
stem-8503	13	10	interpretive	interpretive	ADJ
stem-8503	13	11	explanations	explanation	NOUN
stem-8503	13	12	.	.	PUNCT
stem-8503	14	1	however	however	ADV
stem-8503	14	2	,	,	PUNCT
stem-8503	14	3	modern	modern	ADJ
stem-8503	14	4	computational	computational	ADJ
stem-8503	14	5	linguistics	linguistic	NOUN
stem-8503	14	6	has	have	AUX
stem-8503	14	7	introduced	introduce	VERB
stem-8503	14	8	statistical	statistical	ADJ
stem-8503	14	9	models	model	NOUN
stem-8503	14	10	and	and	CCONJ
stem-8503	14	11	datadriven	datadriven	ADJ
stem-8503	14	12	techniques	technique	NOUN
stem-8503	14	13	that	that	PRON
stem-8503	14	14	allow	allow	VERB
stem-8503	14	15	for	for	ADP
stem-8503	14	16	the	the	DET
stem-8503	14	17	detection	detection	NOUN
stem-8503	14	18	of	of	ADP
stem-8503	14	19	patterns	pattern	NOUN
stem-8503	14	20	and	and	CCONJ
stem-8503	14	21	regularities	regularity	NOUN
stem-8503	14	22	within	within	ADP
stem-8503	14	23	vast	vast	ADJ
stem-8503	14	24	corpora	corpora	NOUN
stem-8503	14	25	of	of	ADP
stem-8503	14	26	texts	text	NOUN
stem-8503	14	27	[	[	X
stem-8503	14	28	3	3	NUM
stem-8503	14	29	]	]	PUNCT
stem-8503	14	30	.	.	PUNCT
stem-8503	15	1	through	through	ADP
stem-8503	15	2	frequency	frequency	NOUN
stem-8503	15	3	analysis	analysis	NOUN
stem-8503	15	4	,	,	PUNCT
stem-8503	15	5	correlation	correlation	NOUN
stem-8503	15	6	testing	testing	NOUN
stem-8503	15	7	,	,	PUNCT
stem-8503	15	8	and	and	CCONJ
stem-8503	15	9	regression	regression	VERB
stem-8503	15	10	modeling	modeling	NOUN
stem-8503	15	11	,	,	PUNCT
stem-8503	15	12	linguists	linguist	NOUN
stem-8503	15	13	can	can	AUX
stem-8503	15	14	now	now	ADV
stem-8503	15	15	objectively	objectively	ADV
stem-8503	15	16	identify	identify	VERB
stem-8503	15	17	relationships	relationship	NOUN
stem-8503	15	18	among	among	ADP
stem-8503	15	19	words	word	NOUN
stem-8503	15	20	,	,	PUNCT
stem-8503	15	21	measure	measure	VERB
stem-8503	15	22	their	their	PRON
stem-8503	15	23	semantic	semantic	ADJ
stem-8503	15	24	closeness	closeness	NOUN
stem-8503	15	25	,	,	PUNCT
stem-8503	15	26	and	and	CCONJ
stem-8503	15	27	map	map	VERB
stem-8503	15	28	their	their	PRON
stem-8503	15	29	usage	usage	NOUN
stem-8503	15	30	across	across	ADP
stem-8503	15	31	various	various	ADJ
stem-8503	15	32	functional	functional	ADJ
stem-8503	15	33	styles	style	NOUN
stem-8503	15	34	[	[	X
stem-8503	15	35	4	4	NUM
stem-8503	15	36	]	]	PUNCT
stem-8503	15	37	.	.	PUNCT
stem-8503	16	1	in	in	ADP
stem-8503	16	2	the	the	DET
stem-8503	16	3	uzbek	uzbek	PROPN
stem-8503	16	4	language	language	NOUN
stem-8503	16	5	,	,	PUNCT
stem-8503	16	6	the	the	DET
stem-8503	16	7	study	study	NOUN
stem-8503	16	8	of	of	ADP
stem-8503	16	9	word	word	NOUN
stem-8503	16	10	frequency	frequency	NOUN
stem-8503	16	11	and	and	CCONJ
stem-8503	16	12	synonymic	synonymic	ADJ
stem-8503	16	13	networks	network	NOUN
stem-8503	16	14	is	be	AUX
stem-8503	16	15	particularly	particularly	ADV
stem-8503	16	16	significant	significant	ADJ
stem-8503	16	17	.	.	PUNCT
stem-8503	17	1	uzbek	uzbek	PROPN
stem-8503	17	2	,	,	PUNCT
stem-8503	17	3	as	as	ADP
stem-8503	17	4	an	an	DET
stem-8503	17	5	agglutinative	agglutinative	ADJ
stem-8503	17	6	language	language	NOUN
stem-8503	17	7	,	,	PUNCT
stem-8503	17	8	possesses	possess	VERB
stem-8503	17	9	a	a	DET
stem-8503	17	10	complex	complex	ADJ
stem-8503	17	11	morphological	morphological	ADJ
stem-8503	17	12	system	system	NOUN
stem-8503	17	13	that	that	PRON
stem-8503	17	14	affects	affect	VERB
stem-8503	17	15	both	both	DET
stem-8503	17	16	meaning	meaning	NOUN
stem-8503	17	17	and	and	CCONJ
stem-8503	17	18	word	word	NOUN
stem-8503	17	19	formation	formation	NOUN
stem-8503	17	20	.	.	PUNCT
stem-8503	18	1	consequently	consequently	ADV
stem-8503	18	2	,	,	PUNCT
stem-8503	18	3	analyzing	analyze	VERB
stem-8503	18	4	the	the	DET
stem-8503	18	5	frequency	frequency	NOUN
stem-8503	18	6	and	and	CCONJ
stem-8503	18	7	semantic	semantic	ADJ
stem-8503	18	8	similarity	similarity	NOUN
stem-8503	18	9	of	of	ADP
stem-8503	18	10	linguistic	linguistic	ADJ
stem-8503	18	11	units	unit	NOUN
stem-8503	18	12	can	can	AUX
stem-8503	18	13	reveal	reveal	VERB
stem-8503	18	14	important	important	ADJ
stem-8503	18	15	information	information	NOUN
stem-8503	18	16	about	about	ADP
stem-8503	18	17	lexical	lexical	ADJ
stem-8503	18	18	productivity	productivity	NOUN
stem-8503	18	19	,	,	PUNCT
stem-8503	18	20	semantic	semantic	ADJ
stem-8503	18	21	shifts	shift	NOUN
stem-8503	18	22	,	,	PUNCT
stem-8503	18	23	and	and	CCONJ
stem-8503	18	24	stylistic	stylistic	ADJ
stem-8503	18	25	tendencies	tendency	NOUN
stem-8503	18	26	[	[	X
stem-8503	18	27	5	5	NUM
stem-8503	18	28	]	]	PUNCT
stem-8503	18	29	.	.	PUNCT
stem-8503	19	1	for	for	ADP
stem-8503	19	2	instance	instance	NOUN
stem-8503	19	3	,	,	PUNCT
stem-8503	19	4	high	high	ADJ
stem-8503	19	5	-	-	PUNCT
stem-8503	19	6	frequency	frequency	NOUN
stem-8503	19	7	words	word	NOUN
stem-8503	19	8	often	often	ADV
stem-8503	19	9	reflect	reflect	VERB
stem-8503	19	10	the	the	DET
stem-8503	19	11	communicative	communicative	ADJ
stem-8503	19	12	core	core	NOUN
stem-8503	19	13	of	of	ADP
stem-8503	19	14	the	the	DET
stem-8503	19	15	language	language	NOUN
stem-8503	19	16	,	,	PUNCT
stem-8503	19	17	whereas	whereas	SCONJ
stem-8503	19	18	low	low	ADJ
stem-8503	19	19	-	-	PUNCT
stem-8503	19	20	frequency	frequency	NOUN
stem-8503	19	21	or	or	CCONJ
stem-8503	19	22	context	context	NOUN
stem-8503	19	23	-	-	PUNCT
stem-8503	19	24	specific	specific	ADJ
stem-8503	19	25	terms	term	NOUN
stem-8503	19	26	highlight	highlight	VERB
stem-8503	19	27	stylistic	stylistic	ADJ
stem-8503	19	28	richness	richness	NOUN
stem-8503	19	29	and	and	CCONJ
stem-8503	19	30	domain	domain	NOUN
stem-8503	19	31	specificity	specificity	NOUN
stem-8503	19	32	.	.	PUNCT
stem-8503	20	1	375	375	NUM
stem-8503	20	2	american	american	ADJ
stem-8503	20	3	journal	journal	PROPN
stem-8503	20	4	of	of	ADP
stem-8503	20	5	language	language	NOUN
stem-8503	20	6	,	,	PUNCT
stem-8503	20	7	literacy	literacy	NOUN
stem-8503	20	8	and	and	CCONJ
stem-8503	20	9	learning	learn	VERB
stem-8503	20	10	in	in	ADP
stem-8503	20	11	stem	stem	NOUN
stem-8503	20	12	education	education	NOUN
stem-8503	20	13	www	www	NOUN
stem-8503	20	14	.	.	PUNCT
stem-8503	21	1	grnjournal.us	grnjournal.us	X
stem-8503	21	2	the	the	DET
stem-8503	21	3	use	use	NOUN
stem-8503	21	4	of	of	ADP
stem-8503	21	5	statistical	statistical	ADJ
stem-8503	21	6	and	and	CCONJ
stem-8503	21	7	modeling	modeling	NOUN
stem-8503	21	8	methods	method	NOUN
stem-8503	21	9	also	also	ADV
stem-8503	21	10	contributes	contribute	VERB
stem-8503	21	11	to	to	ADP
stem-8503	21	12	the	the	DET
stem-8503	21	13	construction	construction	NOUN
stem-8503	21	14	of	of	ADP
stem-8503	21	15	semantic	semantic	ADJ
stem-8503	21	16	networks	network	NOUN
stem-8503	21	17	—	—	PUNCT
stem-8503	21	18	systems	system	NOUN
stem-8503	21	19	that	that	PRON
stem-8503	21	20	display	display	VERB
stem-8503	21	21	how	how	SCONJ
stem-8503	21	22	words	word	NOUN
stem-8503	21	23	are	be	AUX
stem-8503	21	24	interrelated	interrelate	VERB
stem-8503	21	25	based	base	VERB
stem-8503	21	26	on	on	ADP
stem-8503	21	27	meaning	meaning	NOUN
stem-8503	21	28	,	,	PUNCT
stem-8503	21	29	usage	usage	NOUN
stem-8503	21	30	,	,	PUNCT
stem-8503	21	31	and	and	CCONJ
stem-8503	21	32	collocation	collocation	NOUN
stem-8503	21	33	[	[	X
stem-8503	21	34	6	6	NUM
stem-8503	21	35	]	]	PUNCT
stem-8503	21	36	,	,	PUNCT
stem-8503	21	37	[	[	X
stem-8503	21	38	7	7	NUM
stem-8503	21	39	]	]	PUNCT
stem-8503	21	40	.	.	PUNCT
stem-8503	22	1	these	these	DET
stem-8503	22	2	models	model	NOUN
stem-8503	22	3	can	can	AUX
stem-8503	22	4	be	be	AUX
stem-8503	22	5	visualized	visualize	VERB
stem-8503	22	6	through	through	ADP
stem-8503	22	7	clustering	cluster	VERB
stem-8503	22	8	,	,	PUNCT
stem-8503	22	9	multidimensional	multidimensional	ADJ
stem-8503	22	10	scaling	scaling	NOUN
stem-8503	22	11	,	,	PUNCT
stem-8503	22	12	or	or	CCONJ
stem-8503	22	13	correlation	correlation	NOUN
stem-8503	22	14	graphs	graph	NOUN
stem-8503	22	15	,	,	PUNCT
stem-8503	22	16	allowing	allow	VERB
stem-8503	22	17	researchers	researcher	NOUN
stem-8503	22	18	to	to	PART
stem-8503	22	19	observe	observe	VERB
stem-8503	22	20	how	how	SCONJ
stem-8503	22	21	lexical	lexical	ADJ
stem-8503	22	22	items	item	NOUN
stem-8503	22	23	form	form	VERB
stem-8503	22	24	groups	group	NOUN
stem-8503	22	25	of	of	ADP
stem-8503	22	26	meaning	meaning	NOUN
stem-8503	22	27	and	and	CCONJ
stem-8503	22	28	how	how	SCONJ
stem-8503	22	29	central	central	ADJ
stem-8503	22	30	or	or	CCONJ
stem-8503	22	31	peripheral	peripheral	ADJ
stem-8503	22	32	certain	certain	ADJ
stem-8503	22	33	words	word	NOUN
stem-8503	22	34	are	be	AUX
stem-8503	22	35	within	within	ADP
stem-8503	22	36	the	the	DET
stem-8503	22	37	network	network	NOUN
stem-8503	22	38	.	.	PUNCT
stem-8503	23	1	furthermore	furthermore	ADV
stem-8503	23	2	,	,	PUNCT
stem-8503	23	3	the	the	DET
stem-8503	23	4	combination	combination	NOUN
stem-8503	23	5	of	of	ADP
stem-8503	23	6	traditional	traditional	ADJ
stem-8503	23	7	linguistic	linguistic	ADJ
stem-8503	23	8	theory	theory	NOUN
stem-8503	23	9	with	with	ADP
stem-8503	23	10	computational	computational	ADJ
stem-8503	23	11	tools	tool	NOUN
stem-8503	23	12	opens	open	VERB
stem-8503	23	13	new	new	ADJ
stem-8503	23	14	possibilities	possibility	NOUN
stem-8503	23	15	for	for	ADP
stem-8503	23	16	digital	digital	ADJ
stem-8503	23	17	lexicography	lexicography	NOUN
stem-8503	23	18	,	,	PUNCT
stem-8503	23	19	automated	automated	ADJ
stem-8503	23	20	translation	translation	NOUN
stem-8503	23	21	,	,	PUNCT
stem-8503	23	22	and	and	CCONJ
stem-8503	23	23	semantic	semantic	ADJ
stem-8503	23	24	annotation	annotation	NOUN
stem-8503	23	25	of	of	ADP
stem-8503	23	26	texts	text	NOUN
stem-8503	23	27	[	[	X
stem-8503	23	28	8	8	NUM
stem-8503	23	29	]	]	PUNCT
stem-8503	23	30	.	.	PUNCT
stem-8503	24	1	it	it	PRON
stem-8503	24	2	also	also	ADV
stem-8503	24	3	supports	support	VERB
stem-8503	24	4	the	the	DET
stem-8503	24	5	development	development	NOUN
stem-8503	24	6	of	of	ADP
stem-8503	24	7	educational	educational	ADJ
stem-8503	24	8	technologies	technology	NOUN
stem-8503	24	9	,	,	PUNCT
stem-8503	24	10	such	such	ADJ
stem-8503	24	11	as	as	ADP
stem-8503	24	12	intelligent	intelligent	ADJ
stem-8503	24	13	dictionaries	dictionary	NOUN
stem-8503	24	14	and	and	CCONJ
stem-8503	24	15	text	text	NOUN
stem-8503	24	16	analysis	analysis	NOUN
stem-8503	24	17	platforms	platform	NOUN
stem-8503	24	18	.	.	PUNCT
stem-8503	25	1	despite	despite	SCONJ
stem-8503	25	2	the	the	DET
stem-8503	25	3	global	global	ADJ
stem-8503	25	4	progress	progress	NOUN
stem-8503	25	5	in	in	ADP
stem-8503	25	6	computational	computational	ADJ
stem-8503	25	7	linguistics	linguistic	NOUN
stem-8503	25	8	,	,	PUNCT
stem-8503	25	9	the	the	DET
stem-8503	25	10	application	application	NOUN
stem-8503	25	11	of	of	ADP
stem-8503	25	12	such	such	ADJ
stem-8503	25	13	methods	method	NOUN
stem-8503	25	14	to	to	PART
stem-8503	25	15	uzbek	uzbek	PROPN
stem-8503	25	16	remains	remain	VERB
stem-8503	25	17	at	at	ADP
stem-8503	25	18	an	an	DET
stem-8503	25	19	early	early	ADJ
stem-8503	25	20	stage	stage	NOUN
stem-8503	25	21	,	,	PUNCT
stem-8503	25	22	making	make	VERB
stem-8503	25	23	this	this	DET
stem-8503	25	24	research	research	NOUN
stem-8503	25	25	both	both	CCONJ
stem-8503	25	26	timely	timely	ADJ
stem-8503	25	27	and	and	CCONJ
stem-8503	25	28	necessary	necessary	ADJ
stem-8503	25	29	.	.	PUNCT
stem-8503	26	1	the	the	DET
stem-8503	26	2	aim	aim	NOUN
stem-8503	26	3	of	of	ADP
stem-8503	26	4	this	this	DET
stem-8503	26	5	study	study	NOUN
stem-8503	26	6	is	be	AUX
stem-8503	26	7	to	to	PART
stem-8503	26	8	apply	apply	VERB
stem-8503	26	9	statistical	statistical	ADJ
stem-8503	26	10	and	and	CCONJ
stem-8503	26	11	modeling	model	VERB
stem-8503	26	12	techniques	technique	NOUN
stem-8503	26	13	to	to	ADP
stem-8503	26	14	the	the	DET
stem-8503	26	15	semantic	semantic	ADJ
stem-8503	26	16	analysis	analysis	NOUN
stem-8503	26	17	of	of	ADP
stem-8503	26	18	uzbek	uzbek	ADJ
stem-8503	26	19	linguistic	linguistic	ADJ
stem-8503	26	20	units	unit	NOUN
stem-8503	26	21	,	,	PUNCT
stem-8503	26	22	focusing	focus	VERB
stem-8503	26	23	on	on	ADP
stem-8503	26	24	word	word	NOUN
stem-8503	26	25	frequency	frequency	NOUN
stem-8503	26	26	,	,	PUNCT
stem-8503	26	27	synonym	synonym	NOUN
stem-8503	26	28	networks	network	NOUN
stem-8503	26	29	,	,	PUNCT
stem-8503	26	30	and	and	CCONJ
stem-8503	26	31	semantic	semantic	ADJ
stem-8503	26	32	similarity	similarity	NOUN
stem-8503	26	33	[	[	X
stem-8503	26	34	9	9	NUM
stem-8503	26	35	]	]	PUNCT
stem-8503	26	36	,	,	PUNCT
stem-8503	26	37	[	[	X
stem-8503	26	38	10	10	NUM
stem-8503	26	39	]	]	PUNCT
stem-8503	26	40	.	.	PUNCT
stem-8503	27	1	by	by	ADP
stem-8503	27	2	using	use	VERB
stem-8503	27	3	corpus	corpus	NOUN
stem-8503	27	4	data	datum	NOUN
stem-8503	27	5	,	,	PUNCT
stem-8503	27	6	the	the	DET
stem-8503	27	7	research	research	NOUN
stem-8503	27	8	seeks	seek	VERB
stem-8503	27	9	to	to	PART
stem-8503	27	10	quantify	quantify	VERB
stem-8503	27	11	meaning	mean	VERB
stem-8503	27	12	relations	relation	NOUN
stem-8503	27	13	and	and	CCONJ
stem-8503	27	14	provide	provide	VERB
stem-8503	27	15	a	a	DET
stem-8503	27	16	data	data	NOUN
stem-8503	27	17	-	-	PUNCT
stem-8503	27	18	driven	drive	VERB
stem-8503	27	19	foundation	foundation	NOUN
stem-8503	27	20	for	for	ADP
stem-8503	27	21	further	further	ADJ
stem-8503	27	22	studies	study	NOUN
stem-8503	27	23	in	in	ADP
stem-8503	27	24	uzbek	uzbek	PROPN
stem-8503	27	25	linguistics	linguistic	NOUN
stem-8503	27	26	.	.	PUNCT
stem-8503	28	1	methodology	methodology	NOUN
stem-8503	28	2	this	this	DET
stem-8503	28	3	study	study	NOUN
stem-8503	28	4	employs	employ	VERB
stem-8503	28	5	a	a	DET
stem-8503	28	6	corpus	corpus	NOUN
stem-8503	28	7	-	-	PUNCT
stem-8503	28	8	based	base	VERB
stem-8503	28	9	quantitative	quantitative	ADJ
stem-8503	28	10	approach	approach	NOUN
stem-8503	28	11	to	to	PART
stem-8503	28	12	investigate	investigate	VERB
stem-8503	28	13	the	the	DET
stem-8503	28	14	semantic	semantic	ADJ
stem-8503	28	15	relationships	relationship	NOUN
stem-8503	28	16	among	among	ADP
stem-8503	28	17	linguistic	linguistic	ADJ
stem-8503	28	18	units	unit	NOUN
stem-8503	28	19	in	in	ADP
stem-8503	28	20	the	the	DET
stem-8503	28	21	uzbek	uzbek	PROPN
stem-8503	28	22	language	language	NOUN
stem-8503	28	23	.	.	PUNCT
stem-8503	29	1	the	the	DET
stem-8503	29	2	research	research	NOUN
stem-8503	29	3	focuses	focus	VERB
stem-8503	29	4	on	on	ADP
stem-8503	29	5	three	three	NUM
stem-8503	29	6	main	main	ADJ
stem-8503	29	7	analytical	analytical	ADJ
stem-8503	29	8	dimensions	dimension	NOUN
stem-8503	29	9	:	:	PUNCT
stem-8503	29	10	word	word	NOUN
stem-8503	29	11	frequency	frequency	NOUN
stem-8503	29	12	,	,	PUNCT
stem-8503	29	13	synonymic	synonymic	ADJ
stem-8503	29	14	networks	network	NOUN
stem-8503	29	15	,	,	PUNCT
stem-8503	29	16	and	and	CCONJ
stem-8503	29	17	semantic	semantic	ADJ
stem-8503	29	18	similarity	similarity	NOUN
stem-8503	29	19	.	.	PUNCT
stem-8503	30	1	data	datum	NOUN
stem-8503	30	2	were	be	AUX
stem-8503	30	3	collected	collect	VERB
stem-8503	30	4	from	from	ADP
stem-8503	30	5	the	the	DET
stem-8503	30	6	uzbek	uzbek	PROPN
stem-8503	30	7	national	national	PROPN
stem-8503	30	8	corpus	corpus	PROPN
stem-8503	30	9	and	and	CCONJ
stem-8503	30	10	supplemented	supplement	VERB
stem-8503	30	11	with	with	ADP
stem-8503	30	12	text	text	NOUN
stem-8503	30	13	samples	sample	NOUN
stem-8503	30	14	from	from	ADP
stem-8503	30	15	online	online	ADJ
stem-8503	30	16	newspapers	newspaper	NOUN
stem-8503	30	17	,	,	PUNCT
stem-8503	30	18	literary	literary	ADJ
stem-8503	30	19	works	work	NOUN
stem-8503	30	20	,	,	PUNCT
stem-8503	30	21	and	and	CCONJ
stem-8503	30	22	academic	academic	ADJ
stem-8503	30	23	publications	publication	NOUN
stem-8503	30	24	to	to	PART
stem-8503	30	25	ensure	ensure	VERB
stem-8503	30	26	lexical	lexical	ADJ
stem-8503	30	27	diversity	diversity	NOUN
stem-8503	30	28	and	and	CCONJ
stem-8503	30	29	genre	genre	NOUN
stem-8503	30	30	balance	balance	NOUN
stem-8503	30	31	.	.	PUNCT
stem-8503	31	1	the	the	DET
stem-8503	31	2	first	first	ADJ
stem-8503	31	3	stage	stage	NOUN
stem-8503	31	4	involved	involve	VERB
stem-8503	31	5	frequency	frequency	NOUN
stem-8503	31	6	analysis	analysis	NOUN
stem-8503	31	7	,	,	PUNCT
stem-8503	31	8	where	where	SCONJ
stem-8503	31	9	the	the	DET
stem-8503	31	10	occurrence	occurrence	NOUN
stem-8503	31	11	rate	rate	NOUN
stem-8503	31	12	of	of	ADP
stem-8503	31	13	each	each	DET
stem-8503	31	14	lexical	lexical	ADJ
stem-8503	31	15	item	item	NOUN
stem-8503	31	16	was	be	AUX
stem-8503	31	17	calculated	calculate	VERB
stem-8503	31	18	using	use	VERB
stem-8503	31	19	the	the	DET
stem-8503	31	20	python	python	NOUN
stem-8503	31	21	programming	programming	NOUN
stem-8503	31	22	environment	environment	NOUN
stem-8503	31	23	.	.	PUNCT
stem-8503	32	1	word	word	NOUN
stem-8503	32	2	frequency	frequency	NOUN
stem-8503	32	3	distributions	distribution	NOUN
stem-8503	32	4	were	be	AUX
stem-8503	32	5	examined	examine	VERB
stem-8503	32	6	to	to	PART
stem-8503	32	7	identify	identify	VERB
stem-8503	32	8	highand	highand	ADV
stem-8503	32	9	low	low	ADJ
stem-8503	32	10	-	-	PUNCT
stem-8503	32	11	frequency	frequency	NOUN
stem-8503	32	12	vocabulary	vocabulary	NOUN
stem-8503	32	13	,	,	PUNCT
stem-8503	32	14	as	as	ADV
stem-8503	32	15	well	well	ADV
stem-8503	32	16	as	as	ADP
stem-8503	32	17	stylistically	stylistically	ADV
stem-8503	32	18	marked	mark	VERB
stem-8503	32	19	expressions	expression	NOUN
stem-8503	32	20	.	.	PUNCT
stem-8503	33	1	this	this	DET
stem-8503	33	2	statistical	statistical	ADJ
stem-8503	33	3	overview	overview	NOUN
stem-8503	33	4	helped	help	VERB
stem-8503	33	5	determine	determine	VERB
stem-8503	33	6	which	which	PRON
stem-8503	33	7	lexical	lexical	ADJ
stem-8503	33	8	units	unit	NOUN
stem-8503	33	9	form	form	VERB
stem-8503	33	10	the	the	DET
stem-8503	33	11	semantic	semantic	ADJ
stem-8503	33	12	core	core	NOUN
stem-8503	33	13	of	of	ADP
stem-8503	33	14	modern	modern	ADJ
stem-8503	33	15	uzbek	uzbek	PROPN
stem-8503	33	16	usage.in	usage.in	PRON
stem-8503	33	17	the	the	DET
stem-8503	33	18	second	second	ADJ
stem-8503	33	19	stage	stage	NOUN
stem-8503	33	20	,	,	PUNCT
stem-8503	33	21	correlation	correlation	NOUN
stem-8503	33	22	analysis	analysis	NOUN
stem-8503	33	23	was	be	AUX
stem-8503	33	24	applied	apply	VERB
stem-8503	33	25	to	to	PART
stem-8503	33	26	identify	identify	VERB
stem-8503	33	27	relationships	relationship	NOUN
stem-8503	33	28	between	between	ADP
stem-8503	33	29	synonymous	synonymous	ADJ
stem-8503	33	30	and	and	CCONJ
stem-8503	33	31	semantically	semantically	ADV
stem-8503	33	32	related	relate	VERB
stem-8503	33	33	words	word	NOUN
stem-8503	33	34	.	.	PUNCT
stem-8503	34	1	the	the	DET
stem-8503	34	2	pearson	pearson	PROPN
stem-8503	34	3	correlation	correlation	NOUN
stem-8503	34	4	coefficient	coefficient	NOUN
stem-8503	34	5	(	(	PUNCT
stem-8503	34	6	r	r	NOUN
stem-8503	34	7	)	)	PUNCT
stem-8503	34	8	was	be	AUX
stem-8503	34	9	used	use	VERB
stem-8503	34	10	to	to	PART
stem-8503	34	11	measure	measure	VERB
stem-8503	34	12	the	the	DET
stem-8503	34	13	strength	strength	NOUN
stem-8503	34	14	and	and	CCONJ
stem-8503	34	15	direction	direction	NOUN
stem-8503	34	16	of	of	ADP
stem-8503	34	17	these	these	DET
stem-8503	34	18	associations	association	NOUN
stem-8503	34	19	.	.	PUNCT
stem-8503	35	1	for	for	ADP
stem-8503	35	2	instance	instance	NOUN
stem-8503	35	3	,	,	PUNCT
stem-8503	35	4	the	the	DET
stem-8503	35	5	occurrence	occurrence	NOUN
stem-8503	35	6	patterns	pattern	NOUN
stem-8503	35	7	of	of	ADP
stem-8503	35	8	synonym	synonym	NOUN
stem-8503	35	9	pairs	pair	NOUN
stem-8503	35	10	such	such	ADJ
stem-8503	35	11	as	as	ADP
stem-8503	35	12	go‘zal	go‘zal	NOUN
stem-8503	35	13	–	–	PUNCT
stem-8503	35	14	chiroyli	chiroyli	ADV
stem-8503	35	15	,	,	PUNCT
stem-8503	35	16	ish	ish	VERB
stem-8503	35	17	–	–	PUNCT
stem-8503	35	18	mehnat	mehnat	NOUN
stem-8503	35	19	,	,	PUNCT
stem-8503	35	20	and	and	CCONJ
stem-8503	35	21	tez	tez	PROPN
stem-8503	35	22	–	–	PUNCT
stem-8503	35	23	shoshilinch	shoshilinch	NOUN
stem-8503	35	24	were	be	AUX
stem-8503	35	25	compared	compare	VERB
stem-8503	35	26	across	across	ADP
stem-8503	35	27	corpora	corpora	PROPN
stem-8503	35	28	to	to	PART
stem-8503	35	29	assess	assess	VERB
stem-8503	35	30	contextual	contextual	ADJ
stem-8503	35	31	alignment	alignment	NOUN
stem-8503	35	32	.	.	PUNCT
stem-8503	36	1	the	the	DET
stem-8503	36	2	third	third	ADJ
stem-8503	36	3	stage	stage	NOUN
stem-8503	36	4	focused	focus	VERB
stem-8503	36	5	on	on	ADP
stem-8503	36	6	semantic	semantic	ADJ
stem-8503	36	7	similarity	similarity	NOUN
stem-8503	36	8	modeling	modeling	NOUN
stem-8503	36	9	.	.	PUNCT
stem-8503	37	1	here	here	ADV
stem-8503	37	2	,	,	PUNCT
stem-8503	37	3	cosine	cosine	NOUN
stem-8503	37	4	similarity	similarity	NOUN
stem-8503	37	5	and	and	CCONJ
stem-8503	37	6	vector	vector	NOUN
stem-8503	37	7	-	-	PUNCT
stem-8503	37	8	space	space	NOUN
stem-8503	37	9	representations	representation	NOUN
stem-8503	37	10	were	be	AUX
stem-8503	37	11	employed	employ	VERB
stem-8503	37	12	using	use	VERB
stem-8503	37	13	word	word	NOUN
stem-8503	37	14	embeddings	embedding	NOUN
stem-8503	37	15	trained	train	VERB
stem-8503	37	16	on	on	ADP
stem-8503	37	17	uzbek	uzbek	ADJ
stem-8503	37	18	texts	text	NOUN
stem-8503	37	19	.	.	PUNCT
stem-8503	38	1	this	this	DET
stem-8503	38	2	computational	computational	ADJ
stem-8503	38	3	model	model	NOUN
stem-8503	38	4	allowed	allow	VERB
stem-8503	38	5	for	for	ADP
stem-8503	38	6	quantifying	quantify	VERB
stem-8503	38	7	the	the	DET
stem-8503	38	8	semantic	semantic	ADJ
stem-8503	38	9	closeness	closeness	NOUN
stem-8503	38	10	of	of	ADP
stem-8503	38	11	words	word	NOUN
stem-8503	38	12	based	base	VERB
stem-8503	38	13	on	on	ADP
stem-8503	38	14	their	their	PRON
stem-8503	38	15	contextual	contextual	ADJ
stem-8503	38	16	cooccurrence	cooccurrence	NOUN
stem-8503	38	17	.	.	PUNCT
stem-8503	39	1	visualization	visualization	NOUN
stem-8503	39	2	was	be	AUX
stem-8503	39	3	performed	perform	VERB
stem-8503	39	4	through	through	ADP
stem-8503	39	5	cluster	cluster	NOUN
stem-8503	39	6	analysis	analysis	NOUN
stem-8503	39	7	and	and	CCONJ
stem-8503	39	8	semantic	semantic	ADJ
stem-8503	39	9	network	network	NOUN
stem-8503	39	10	graphs	graph	NOUN
stem-8503	39	11	,	,	PUNCT
stem-8503	39	12	constructed	construct	VERB
stem-8503	39	13	in	in	ADP
stem-8503	39	14	the	the	DET
stem-8503	39	15	gephi	gephi	ADJ
stem-8503	39	16	software	software	NOUN
stem-8503	39	17	.	.	PUNCT
stem-8503	40	1	overall	overall	ADV
stem-8503	40	2	,	,	PUNCT
stem-8503	40	3	the	the	DET
stem-8503	40	4	methodology	methodology	NOUN
stem-8503	40	5	integrates	integrate	VERB
stem-8503	40	6	statistical	statistical	ADJ
stem-8503	40	7	,	,	PUNCT
stem-8503	40	8	correlation	correlation	NOUN
stem-8503	40	9	,	,	PUNCT
stem-8503	40	10	and	and	CCONJ
stem-8503	40	11	computational	computational	ADJ
stem-8503	40	12	modeling	modeling	NOUN
stem-8503	40	13	techniques	technique	NOUN
stem-8503	40	14	to	to	PART
stem-8503	40	15	provide	provide	VERB
stem-8503	40	16	a	a	DET
stem-8503	40	17	comprehensive	comprehensive	ADJ
stem-8503	40	18	picture	picture	NOUN
stem-8503	40	19	of	of	ADP
stem-8503	40	20	how	how	SCONJ
stem-8503	40	21	meaning	meaning	NOUN
stem-8503	40	22	is	be	AUX
stem-8503	40	23	structured	structure	VERB
stem-8503	40	24	and	and	CCONJ
stem-8503	40	25	distributed	distribute	VERB
stem-8503	40	26	within	within	ADP
stem-8503	40	27	the	the	DET
stem-8503	40	28	uzbek	uzbek	PROPN
stem-8503	40	29	lexicon	lexicon	NOUN
stem-8503	40	30	.	.	PUNCT
stem-8503	41	1	such	such	DET
stem-8503	41	2	an	an	DET
stem-8503	41	3	approach	approach	NOUN
stem-8503	41	4	ensures	ensure	VERB
stem-8503	41	5	objectivity	objectivity	NOUN
stem-8503	41	6	,	,	PUNCT
stem-8503	41	7	reproducibility	reproducibility	NOUN
stem-8503	41	8	,	,	PUNCT
stem-8503	41	9	and	and	CCONJ
stem-8503	41	10	compatibility	compatibility	NOUN
stem-8503	41	11	with	with	ADP
stem-8503	41	12	modern	modern	ADJ
stem-8503	41	13	digital	digital	ADJ
stem-8503	41	14	linguistics	linguistic	NOUN
stem-8503	41	15	frameworks	framework	NOUN
stem-8503	41	16	.	.	PUNCT
stem-8503	42	1	results	result	VERB
stem-8503	42	2	the	the	DET
stem-8503	42	3	analysis	analysis	NOUN
stem-8503	42	4	of	of	ADP
stem-8503	42	5	the	the	DET
stem-8503	42	6	uzbek	uzbek	PROPN
stem-8503	42	7	corpus	corpus	PROPN
stem-8503	42	8	revealed	reveal	VERB
stem-8503	42	9	significant	significant	ADJ
stem-8503	42	10	patterns	pattern	NOUN
stem-8503	42	11	in	in	ADP
stem-8503	42	12	word	word	NOUN
stem-8503	42	13	frequency	frequency	NOUN
stem-8503	42	14	,	,	PUNCT
stem-8503	42	15	synonymic	synonymic	ADJ
stem-8503	42	16	networks	network	NOUN
stem-8503	42	17	,	,	PUNCT
stem-8503	42	18	and	and	CCONJ
stem-8503	42	19	semantic	semantic	ADJ
stem-8503	42	20	similarity	similarity	NOUN
stem-8503	42	21	.	.	PUNCT
stem-8503	43	1	the	the	DET
stem-8503	43	2	frequency	frequency	NOUN
stem-8503	43	3	analysis	analysis	NOUN
stem-8503	43	4	identified	identify	VERB
stem-8503	43	5	the	the	DET
stem-8503	43	6	most	most	ADV
stem-8503	43	7	commonly	commonly	ADV
stem-8503	43	8	used	use	VERB
stem-8503	43	9	words	word	NOUN
stem-8503	43	10	across	across	ADP
stem-8503	43	11	multiple	multiple	ADJ
stem-8503	43	12	text	text	NOUN
stem-8503	43	13	genres	genre	NOUN
stem-8503	43	14	.	.	PUNCT
stem-8503	44	1	table	table	NOUN
stem-8503	44	2	1	1	NUM
stem-8503	44	3	shows	show	VERB
stem-8503	44	4	the	the	DET
stem-8503	44	5	top	top	ADJ
stem-8503	44	6	15	15	NUM
stem-8503	44	7	high	high	ADJ
stem-8503	44	8	-	-	PUNCT
stem-8503	44	9	frequency	frequency	NOUN
stem-8503	44	10	words	word	NOUN
stem-8503	44	11	,	,	PUNCT
stem-8503	44	12	their	their	PRON
stem-8503	44	13	absolute	absolute	ADJ
stem-8503	44	14	frequencies	frequency	NOUN
stem-8503	44	15	,	,	PUNCT
stem-8503	44	16	and	and	CCONJ
stem-8503	44	17	relative	relative	ADJ
stem-8503	44	18	percentages	percentage	NOUN
stem-8503	44	19	in	in	ADP
stem-8503	44	20	the	the	DET
stem-8503	44	21	corpus	corpus	NOUN
stem-8503	44	22	.	.	PUNCT
stem-8503	45	1	table	table	NOUN
stem-8503	45	2	1	1	NUM
stem-8503	45	3	.	.	PUNCT
stem-8503	45	4	top	top	ADJ
stem-8503	45	5	15	15	NUM
stem-8503	45	6	high	high	ADJ
stem-8503	45	7	-	-	PUNCT
stem-8503	45	8	frequency	frequency	NOUN
stem-8503	45	9	words	word	NOUN
stem-8503	45	10	in	in	ADP
stem-8503	45	11	the	the	DET
stem-8503	45	12	uzbek	uzbek	PROPN
stem-8503	45	13	corpus	corpus	PROPN
stem-8503	45	14	rank	rank	PROPN
stem-8503	45	15	word	word	NOUN
stem-8503	45	16	frequency	frequency	NOUN
stem-8503	45	17	relative	relative	ADJ
stem-8503	45	18	frequency	frequency	NOUN
stem-8503	45	19	(	(	PUNCT
stem-8503	45	20	%	%	NOUN
stem-8503	45	21	)	)	PUNCT
stem-8503	45	22	1	1	NUM
stem-8503	45	23	va	va	NOUN
stem-8503	45	24	15,432	15,432	NUM
stem-8503	45	25	5.2	5.2	NUM
stem-8503	45	26	2	2	NUM
stem-8503	45	27	ning	ne	VERB
stem-8503	45	28	12,876	12,876	NUM
stem-8503	45	29	4.3	4.3	NUM
stem-8503	45	30	3	3	NUM
stem-8503	45	31	bu	bu	ADP
stem-8503	45	32	11,540	11,540	NUM
stem-8503	45	33	3.9	3.9	NUM
stem-8503	45	34	4	4	NUM
stem-8503	45	35	bilan	bilan	NOUN
stem-8503	45	36	10,230	10,230	NUM
stem-8503	45	37	3.5	3.5	NUM
stem-8503	45	38	376	376	NUM
stem-8503	45	39	american	american	ADJ
stem-8503	45	40	journal	journal	PROPN
stem-8503	45	41	of	of	ADP
stem-8503	45	42	language	language	NOUN
stem-8503	45	43	,	,	PUNCT
stem-8503	45	44	literacy	literacy	NOUN
stem-8503	45	45	and	and	CCONJ
stem-8503	45	46	learning	learn	VERB
stem-8503	45	47	in	in	ADP
stem-8503	45	48	stem	stem	NOUN
stem-8503	45	49	education	education	NOUN
stem-8503	45	50	www	www	PROPN
stem-8503	45	51	.	.	PUNCT
stem-8503	46	1	grnjournal.us	grnjournal.us	X
stem-8503	46	2	5	5	NUM
stem-8503	46	3	uchun	uchun	NOUN
stem-8503	46	4	9,876	9,876	NUM
stem-8503	46	5	3.3	3.3	NUM
stem-8503	46	6	6	6	NUM
stem-8503	46	7	o‘qish	o‘qish	ADV
stem-8503	46	8	8,450	8,450	NUM
stem-8503	46	9	2.8	2.8	NUM
stem-8503	46	10	7	7	NUM
stem-8503	46	11	ish	ish	VERB
stem-8503	46	12	8,120	8,120	NUM
stem-8503	46	13	2.7	2.7	NUM
stem-8503	46	14	8	8	NUM
stem-8503	46	15	hayot	hayot	NOUN
stem-8503	46	16	7,980	7,980	NUM
stem-8503	46	17	2.6	2.6	NUM
stem-8503	46	18	9	9	NUM
stem-8503	46	19	vaqt	vaqt	NOUN
stem-8503	46	20	7,450	7,450	NUM
stem-8503	46	21	2.5	2.5	NUM
stem-8503	46	22	10	10	NUM
stem-8503	46	23	xalq	xalq	PROPN
stem-8503	46	24	7,230	7,230	NUM
stem-8503	46	25	2.4	2.4	NUM
stem-8503	46	26	11	11	NUM
stem-8503	46	27	yosh	yosh	PROPN
stem-8503	46	28	6,980	6,980	NUM
stem-8503	46	29	2.3	2.3	NUM
stem-8503	46	30	12	12	NUM
stem-8503	46	31	oila	oila	ADP
stem-8503	46	32	6,740	6,740	NUM
stem-8503	46	33	2.2	2.2	NUM
stem-8503	46	34	13	13	NUM
stem-8503	46	35	til	til	SCONJ
stem-8503	46	36	6,430	6,430	NUM
stem-8503	46	37	2.1	2.1	NUM
stem-8503	46	38	14	14	NUM
stem-8503	46	39	go‘zal	go‘zal	NOUN
stem-8503	46	40	6,210	6,210	NUM
stem-8503	46	41	2.0	2.0	NUM
stem-8503	46	42	15	15	NUM
stem-8503	46	43	kitob	kitob	NOUN
stem-8503	46	44	6,000	6,000	NUM
stem-8503	46	45	2.0	2.0	NUM
stem-8503	46	46	description	description	NOUN
stem-8503	46	47	:	:	PUNCT
stem-8503	46	48	table	table	NOUN
stem-8503	46	49	1	1	NUM
stem-8503	46	50	illustrates	illustrate	VERB
stem-8503	46	51	the	the	DET
stem-8503	46	52	most	most	ADV
stem-8503	46	53	frequent	frequent	ADJ
stem-8503	46	54	lexical	lexical	ADJ
stem-8503	46	55	units	unit	NOUN
stem-8503	46	56	in	in	ADP
stem-8503	46	57	the	the	DET
stem-8503	46	58	uzbek	uzbek	PROPN
stem-8503	46	59	corpus	corpus	PROPN
stem-8503	46	60	.	.	PUNCT
stem-8503	47	1	words	word	NOUN
stem-8503	47	2	such	such	ADJ
stem-8503	47	3	as	as	ADP
stem-8503	47	4	va	va	PROPN
stem-8503	47	5	(	(	PUNCT
stem-8503	47	6	“	"	PUNCT
stem-8503	47	7	and	and	CCONJ
stem-8503	47	8	”	"	PUNCT
stem-8503	47	9	)	)	PUNCT
stem-8503	47	10	,	,	PUNCT
stem-8503	47	11	ning	ning	NOUN
stem-8503	47	12	(	(	PUNCT
stem-8503	47	13	genitive	genitive	ADJ
stem-8503	47	14	particle	particle	NOUN
stem-8503	47	15	)	)	PUNCT
stem-8503	47	16	,	,	PUNCT
stem-8503	47	17	and	and	CCONJ
stem-8503	47	18	bu	bu	INTJ
stem-8503	47	19	(	(	PUNCT
stem-8503	47	20	“	"	PUNCT
stem-8503	47	21	this	this	PRON
stem-8503	47	22	”	"	PUNCT
stem-8503	47	23	)	)	PUNCT
stem-8503	47	24	dominate	dominate	VERB
stem-8503	47	25	,	,	PUNCT
stem-8503	47	26	reflecting	reflect	VERB
stem-8503	47	27	their	their	PRON
stem-8503	47	28	grammatical	grammatical	ADJ
stem-8503	47	29	function	function	NOUN
stem-8503	47	30	and	and	CCONJ
stem-8503	47	31	high	high	ADJ
stem-8503	47	32	usage	usage	NOUN
stem-8503	47	33	in	in	ADP
stem-8503	47	34	various	various	ADJ
stem-8503	47	35	contexts	contexts	NOUN
stem-8503	47	36	.	.	PUNCT
stem-8503	48	1	content	content	NOUN
stem-8503	48	2	words	word	NOUN
stem-8503	48	3	such	such	ADJ
stem-8503	48	4	as	as	ADP
stem-8503	48	5	o‘qish	o‘qish	ADJ
stem-8503	48	6	(	(	PUNCT
stem-8503	48	7	“	"	PUNCT
stem-8503	48	8	study	study	NOUN
stem-8503	48	9	”	"	PUNCT
stem-8503	48	10	)	)	PUNCT
stem-8503	48	11	,	,	PUNCT
stem-8503	48	12	ish	ish	VERB
stem-8503	48	13	(	(	PUNCT
stem-8503	48	14	“	"	PUNCT
stem-8503	48	15	work	work	NOUN
stem-8503	48	16	”	"	PUNCT
stem-8503	48	17	)	)	PUNCT
stem-8503	48	18	,	,	PUNCT
stem-8503	48	19	and	and	CCONJ
stem-8503	48	20	hayot	hayot	NOUN
stem-8503	48	21	(	(	PUNCT
stem-8503	48	22	“	"	PUNCT
stem-8503	48	23	life	life	NOUN
stem-8503	48	24	”	"	PUNCT
stem-8503	48	25	)	)	PUNCT
stem-8503	48	26	indicate	indicate	VERB
stem-8503	48	27	thematic	thematic	ADJ
stem-8503	48	28	relevance	relevance	NOUN
stem-8503	48	29	.	.	PUNCT
stem-8503	49	1	the	the	DET
stem-8503	49	2	semantic	semantic	ADJ
stem-8503	49	3	similarity	similarity	NOUN
stem-8503	49	4	modeling	modeling	NOUN
stem-8503	49	5	using	use	VERB
stem-8503	49	6	cosine	cosine	NOUN
stem-8503	49	7	similarity	similarity	NOUN
stem-8503	49	8	provided	provide	VERB
stem-8503	49	9	quantitative	quantitative	ADJ
stem-8503	49	10	measures	measure	NOUN
stem-8503	49	11	of	of	ADP
stem-8503	49	12	closeness	closeness	NOUN
stem-8503	49	13	between	between	ADP
stem-8503	49	14	lexical	lexical	ADJ
stem-8503	49	15	units	unit	NOUN
stem-8503	49	16	.	.	PUNCT
stem-8503	50	1	table	table	NOUN
stem-8503	50	2	2	2	NUM
stem-8503	50	3	presents	present	NOUN
stem-8503	50	4	selected	select	VERB
stem-8503	50	5	word	word	NOUN
stem-8503	50	6	pairs	pair	NOUN
stem-8503	50	7	with	with	ADP
stem-8503	50	8	their	their	PRON
stem-8503	50	9	cosine	cosine	NOUN
stem-8503	50	10	similarity	similarity	NOUN
stem-8503	50	11	scores	score	NOUN
stem-8503	50	12	.	.	PUNCT
stem-8503	51	1	table	table	NOUN
stem-8503	51	2	2	2	NUM
stem-8503	51	3	.	.	PUNCT
stem-8503	51	4	semantic	semantic	ADJ
stem-8503	51	5	similarity	similarity	NOUN
stem-8503	51	6	of	of	ADP
stem-8503	51	7	selected	select	VERB
stem-8503	51	8	word	word	NOUN
stem-8503	51	9	pairs	pair	NOUN
stem-8503	51	10	word	word	NOUN
stem-8503	51	11	1	1	NUM
stem-8503	51	12	word	word	NOUN
stem-8503	51	13	2	2	NUM
stem-8503	51	14	cosine	cosine	NOUN
stem-8503	51	15	similarity	similarity	NOUN
stem-8503	51	16	go‘zal	go‘zal	NOUN
stem-8503	51	17	chiroyli	chiroyli	NOUN
stem-8503	51	18	0.87	0.87	NUM
stem-8503	51	19	ish	ish	VERB
stem-8503	51	20	mehnat	mehnat	PROPN
stem-8503	51	21	0.82	0.82	PROPN
stem-8503	51	22	tez	tez	PROPN
stem-8503	51	23	shoshilinch	shoshilinch	VERB
stem-8503	51	24	0.79	0.79	NUM
stem-8503	51	25	vaqt	vaqt	NOUN
stem-8503	51	26	kun	kun	PROPN
stem-8503	52	1	0.75	0.75	NUM
stem-8503	52	2	oila	oila	ADJ
stem-8503	52	3	uy	uy	ADP
stem-8503	52	4	0.70	0.70	NUM
stem-8503	52	5	description	description	NOUN
stem-8503	52	6	:	:	PUNCT
stem-8503	52	7	table	table	NOUN
stem-8503	52	8	2	2	NUM
stem-8503	52	9	quantifies	quantifie	NOUN
stem-8503	52	10	semantic	semantic	ADJ
stem-8503	52	11	closeness	closeness	NOUN
stem-8503	52	12	,	,	PUNCT
stem-8503	52	13	confirming	confirm	VERB
stem-8503	52	14	that	that	SCONJ
stem-8503	52	15	synonyms	synonym	NOUN
stem-8503	52	16	and	and	CCONJ
stem-8503	52	17	contextually	contextually	ADV
stem-8503	52	18	related	relate	VERB
stem-8503	52	19	words	word	NOUN
stem-8503	52	20	exhibit	exhibit	VERB
stem-8503	52	21	high	high	ADJ
stem-8503	52	22	similarity	similarity	NOUN
stem-8503	52	23	scores	score	NOUN
stem-8503	52	24	.	.	PUNCT
stem-8503	53	1	these	these	DET
stem-8503	53	2	results	result	NOUN
stem-8503	53	3	validate	validate	VERB
stem-8503	53	4	the	the	DET
stem-8503	53	5	correlation	correlation	NOUN
stem-8503	53	6	and	and	CCONJ
stem-8503	53	7	modeling	modeling	NOUN
stem-8503	53	8	methods	method	NOUN
stem-8503	53	9	used	use	VERB
stem-8503	53	10	for	for	ADP
stem-8503	53	11	semantic	semantic	ADJ
stem-8503	53	12	analysis	analysis	NOUN
stem-8503	53	13	.	.	PUNCT
stem-8503	54	1	overall	overall	ADV
stem-8503	54	2	,	,	PUNCT
stem-8503	54	3	the	the	DET
stem-8503	54	4	results	result	NOUN
stem-8503	54	5	demonstrate	demonstrate	VERB
stem-8503	54	6	the	the	DET
stem-8503	54	7	effectiveness	effectiveness	NOUN
stem-8503	54	8	of	of	ADP
stem-8503	54	9	statistical	statistical	ADJ
stem-8503	54	10	and	and	CCONJ
stem-8503	54	11	modeling	model	VERB
stem-8503	54	12	techniques	technique	NOUN
stem-8503	54	13	in	in	ADP
stem-8503	54	14	identifying	identify	VERB
stem-8503	54	15	lexical	lexical	ADJ
stem-8503	54	16	frequency	frequency	NOUN
stem-8503	54	17	patterns	pattern	NOUN
stem-8503	54	18	,	,	PUNCT
stem-8503	54	19	mapping	map	VERB
stem-8503	54	20	synonymic	synonymic	ADJ
stem-8503	54	21	networks	network	NOUN
stem-8503	54	22	,	,	PUNCT
stem-8503	54	23	and	and	CCONJ
stem-8503	54	24	quantifying	quantify	VERB
stem-8503	54	25	semantic	semantic	ADJ
stem-8503	54	26	similarity	similarity	NOUN
stem-8503	54	27	within	within	ADP
stem-8503	54	28	the	the	DET
stem-8503	54	29	uzbek	uzbek	PROPN
stem-8503	54	30	language	language	NOUN
stem-8503	54	31	[	[	X
stem-8503	54	32	11	11	NUM
stem-8503	54	33	]	]	PUNCT
stem-8503	54	34	.	.	PUNCT
stem-8503	55	1	these	these	DET
stem-8503	55	2	findings	finding	NOUN
stem-8503	55	3	provide	provide	VERB
stem-8503	55	4	a	a	DET
stem-8503	55	5	robust	robust	ADJ
stem-8503	55	6	foundation	foundation	NOUN
stem-8503	55	7	for	for	ADP
stem-8503	55	8	further	further	ADJ
stem-8503	55	9	studies	study	NOUN
stem-8503	55	10	in	in	ADP
stem-8503	55	11	corpusbased	corpusbase	VERB
stem-8503	55	12	linguistics	linguistic	NOUN
stem-8503	55	13	,	,	PUNCT
stem-8503	55	14	digital	digital	ADJ
stem-8503	55	15	lexicography	lexicography	NOUN
stem-8503	55	16	,	,	PUNCT
stem-8503	55	17	and	and	CCONJ
stem-8503	55	18	computational	computational	ADJ
stem-8503	55	19	language	language	NOUN
stem-8503	55	20	modeling	modeling	NOUN
stem-8503	55	21	.	.	PUNCT
stem-8503	56	1	discussion	discussion	NOUN
stem-8503	56	2	the	the	DET
stem-8503	56	3	results	result	NOUN
stem-8503	56	4	obtained	obtain	VERB
stem-8503	56	5	from	from	ADP
stem-8503	56	6	the	the	DET
stem-8503	56	7	frequency	frequency	NOUN
stem-8503	56	8	analysis	analysis	NOUN
stem-8503	56	9	,	,	PUNCT
stem-8503	56	10	synonymic	synonymic	ADJ
stem-8503	56	11	network	network	NOUN
stem-8503	56	12	,	,	PUNCT
stem-8503	56	13	and	and	CCONJ
stem-8503	56	14	semantic	semantic	ADJ
stem-8503	56	15	similarity	similarity	NOUN
stem-8503	56	16	modeling	modeling	NOUN
stem-8503	56	17	provide	provide	VERB
stem-8503	56	18	important	important	ADJ
stem-8503	56	19	insights	insight	NOUN
stem-8503	56	20	into	into	ADP
stem-8503	56	21	the	the	DET
stem-8503	56	22	structure	structure	NOUN
stem-8503	56	23	and	and	CCONJ
stem-8503	56	24	usage	usage	NOUN
stem-8503	56	25	patterns	pattern	NOUN
stem-8503	56	26	of	of	ADP
stem-8503	56	27	uzbek	uzbek	ADJ
stem-8503	56	28	linguistic	linguistic	ADJ
stem-8503	56	29	units	unit	NOUN
stem-8503	56	30	.	.	PUNCT
stem-8503	57	1	the	the	DET
stem-8503	57	2	dominance	dominance	NOUN
stem-8503	57	3	of	of	ADP
stem-8503	57	4	function	function	NOUN
stem-8503	57	5	words	word	NOUN
stem-8503	57	6	such	such	ADJ
stem-8503	57	7	as	as	ADP
stem-8503	57	8	va	va	PROPN
stem-8503	57	9	(	(	PUNCT
stem-8503	57	10	“	"	PUNCT
stem-8503	57	11	and	and	CCONJ
stem-8503	57	12	”	"	PUNCT
stem-8503	57	13	)	)	PUNCT
stem-8503	57	14	,	,	PUNCT
stem-8503	57	15	ning	ning	NOUN
stem-8503	57	16	(	(	PUNCT
stem-8503	57	17	genitive	genitive	ADJ
stem-8503	57	18	particle	particle	NOUN
stem-8503	57	19	)	)	PUNCT
stem-8503	57	20	,	,	PUNCT
stem-8503	57	21	and	and	CCONJ
stem-8503	57	22	bu	bu	INTJ
stem-8503	57	23	(	(	PUNCT
stem-8503	57	24	“	"	PUNCT
stem-8503	57	25	this	this	DET
stem-8503	57	26	”	"	PUNCT
stem-8503	57	27	)	)	PUNCT
stem-8503	57	28	in	in	ADP
stem-8503	57	29	table	table	NOUN
stem-8503	57	30	1	1	NUM
stem-8503	57	31	confirms	confirm	VERB
stem-8503	57	32	their	their	PRON
stem-8503	57	33	critical	critical	ADJ
stem-8503	57	34	role	role	NOUN
stem-8503	57	35	in	in	ADP
stem-8503	57	36	the	the	DET
stem-8503	57	37	grammatical	grammatical	ADJ
stem-8503	57	38	and	and	CCONJ
stem-8503	57	39	syntactic	syntactic	ADJ
stem-8503	57	40	construction	construction	NOUN
stem-8503	57	41	of	of	ADP
stem-8503	57	42	sentences	sentence	NOUN
stem-8503	57	43	.	.	PUNCT
stem-8503	58	1	these	these	DET
stem-8503	58	2	words	word	NOUN
stem-8503	58	3	serve	serve	VERB
stem-8503	58	4	as	as	ADP
stem-8503	58	5	connectors	connector	NOUN
stem-8503	58	6	and	and	CCONJ
stem-8503	58	7	markers	marker	NOUN
stem-8503	58	8	that	that	PRON
stem-8503	58	9	structure	structure	VERB
stem-8503	58	10	the	the	DET
stem-8503	58	11	language	language	NOUN
stem-8503	58	12	,	,	PUNCT
stem-8503	58	13	while	while	SCONJ
stem-8503	58	14	high	high	ADJ
stem-8503	58	15	-	-	PUNCT
stem-8503	58	16	frequency	frequency	NOUN
stem-8503	58	17	content	content	NOUN
stem-8503	58	18	words	word	NOUN
stem-8503	58	19	such	such	ADJ
stem-8503	58	20	as	as	ADP
stem-8503	58	21	o‘qish	o‘qish	ADJ
stem-8503	58	22	(	(	PUNCT
stem-8503	58	23	“	"	PUNCT
stem-8503	58	24	study	study	NOUN
stem-8503	58	25	”	"	PUNCT
stem-8503	58	26	)	)	PUNCT
stem-8503	58	27	,	,	PUNCT
stem-8503	58	28	ish	ish	VERB
stem-8503	58	29	(	(	PUNCT
stem-8503	58	30	“	"	PUNCT
stem-8503	58	31	work	work	NOUN
stem-8503	58	32	”	"	PUNCT
stem-8503	58	33	)	)	PUNCT
stem-8503	58	34	,	,	PUNCT
stem-8503	58	35	and	and	CCONJ
stem-8503	58	36	hayot	hayot	NOUN
stem-8503	58	37	(	(	PUNCT
stem-8503	58	38	“	"	PUNCT
stem-8503	58	39	life	life	NOUN
stem-8503	58	40	”	"	PUNCT
stem-8503	58	41	)	)	PUNCT
stem-8503	58	42	reflect	reflect	VERB
stem-8503	58	43	central	central	ADJ
stem-8503	58	44	semantic	semantic	ADJ
stem-8503	58	45	fields	field	NOUN
stem-8503	58	46	in	in	ADP
stem-8503	58	47	contemporary	contemporary	ADJ
stem-8503	58	48	uzbek	uzbek	ADJ
stem-8503	58	49	texts	text	NOUN
stem-8503	58	50	.	.	PUNCT
stem-8503	59	1	this	this	DET
stem-8503	59	2	balance	balance	NOUN
stem-8503	59	3	between	between	ADP
stem-8503	59	4	function	function	NOUN
stem-8503	59	5	and	and	CCONJ
stem-8503	59	6	content	content	NOUN
stem-8503	59	7	words	word	NOUN
stem-8503	59	8	indicates	indicate	VERB
stem-8503	59	9	that	that	SCONJ
stem-8503	59	10	both	both	CCONJ
stem-8503	59	11	grammatical	grammatical	ADJ
stem-8503	59	12	and	and	CCONJ
stem-8503	59	13	thematic	thematic	ADJ
stem-8503	59	14	elements	element	NOUN
stem-8503	59	15	shape	shape	VERB
stem-8503	59	16	the	the	DET
stem-8503	59	17	semantic	semantic	ADJ
stem-8503	59	18	landscape	landscape	NOUN
stem-8503	59	19	of	of	ADP
stem-8503	59	20	the	the	DET
stem-8503	59	21	language	language	NOUN
stem-8503	60	1	[	[	X
stem-8503	60	2	12	12	NUM
stem-8503	60	3	]	]	PUNCT
stem-8503	60	4	,	,	PUNCT
stem-8503	60	5	[	[	X
stem-8503	60	6	13	13	NUM
stem-8503	60	7	]	]	PUNCT
stem-8503	60	8	.	.	PUNCT
stem-8503	61	1	the	the	DET
stem-8503	61	2	clustering	clustering	NOUN
stem-8503	61	3	also	also	ADV
stem-8503	61	4	illustrates	illustrate	VERB
stem-8503	61	5	peripheral	peripheral	ADJ
stem-8503	61	6	terms	term	NOUN
stem-8503	61	7	that	that	PRON
stem-8503	61	8	are	be	AUX
stem-8503	61	9	semantically	semantically	ADV
stem-8503	61	10	related	relate	VERB
stem-8503	61	11	but	but	CCONJ
stem-8503	61	12	less	less	ADV
stem-8503	61	13	central	central	ADJ
stem-8503	61	14	,	,	PUNCT
stem-8503	61	15	providing	provide	VERB
stem-8503	61	16	a	a	DET
stem-8503	61	17	nuanced	nuanced	ADJ
stem-8503	61	18	picture	picture	NOUN
stem-8503	61	19	of	of	ADP
stem-8503	61	20	lexical	lexical	ADJ
stem-8503	61	21	networks	network	NOUN
stem-8503	61	22	within	within	ADP
stem-8503	61	23	the	the	DET
stem-8503	61	24	language	language	NOUN
stem-8503	61	25	.	.	PUNCT
stem-8503	62	1	semantic	semantic	ADJ
stem-8503	62	2	similarity	similarity	NOUN
stem-8503	62	3	analysis	analysis	NOUN
stem-8503	62	4	further	far	ADV
stem-8503	62	5	supports	support	VERB
stem-8503	62	6	these	these	DET
stem-8503	62	7	observations	observation	NOUN
stem-8503	62	8	.	.	PUNCT
stem-8503	63	1	cosine	cosine	NOUN
stem-8503	63	2	similarity	similarity	NOUN
stem-8503	63	3	scores	score	NOUN
stem-8503	63	4	in	in	ADP
stem-8503	63	5	table	table	NOUN
stem-8503	63	6	2	2	NUM
stem-8503	63	7	demonstrate	demonstrate	VERB
stem-8503	63	8	that	that	SCONJ
stem-8503	63	9	high	high	ADJ
stem-8503	63	10	-	-	PUNCT
stem-8503	63	11	frequency	frequency	NOUN
stem-8503	63	12	synonym	synonym	NOUN
stem-8503	63	13	pairs	pair	NOUN
stem-8503	63	14	maintain	maintain	VERB
stem-8503	63	15	strong	strong	ADJ
stem-8503	63	16	semantic	semantic	ADJ
stem-8503	63	17	alignment	alignment	NOUN
stem-8503	63	18	[	[	X
stem-8503	63	19	14	14	NUM
stem-8503	63	20	]	]	PUNCT
stem-8503	63	21	.	.	PUNCT
stem-8503	64	1	the	the	DET
stem-8503	64	2	pair	pair	NOUN
stem-8503	64	3	tez	tez	PROPN
stem-8503	64	4	–	–	PUNCT
stem-8503	64	5	shoshilinch	shoshilinch	NOUN
stem-8503	64	6	(	(	PUNCT
stem-8503	64	7	fast	fast	ADJ
stem-8503	64	8	/	/	SYM
stem-8503	64	9	urgent	urgent	ADJ
stem-8503	64	10	)	)	PUNCT
stem-8503	64	11	,	,	PUNCT
stem-8503	64	12	with	with	ADP
stem-8503	64	13	a	a	DET
stem-8503	64	14	similarity	similarity	NOUN
stem-8503	64	15	score	score	NOUN
stem-8503	64	16	of	of	ADP
stem-8503	64	17	0.79	0.79	NUM
stem-8503	64	18	,	,	PUNCT
stem-8503	64	19	indicates	indicate	VERB
stem-8503	64	20	not	not	PART
stem-8503	64	21	only	only	ADV
stem-8503	64	22	semantic	semantic	ADJ
stem-8503	64	23	proximity	proximity	NOUN
stem-8503	64	24	but	but	CCONJ
stem-8503	64	25	also	also	ADV
stem-8503	64	26	subtle	subtle	ADJ
stem-8503	64	27	differences	difference	NOUN
stem-8503	64	28	in	in	ADP
stem-8503	64	29	contextual	contextual	ADJ
stem-8503	64	30	use	use	NOUN
stem-8503	64	31	,	,	PUNCT
stem-8503	64	32	which	which	PRON
stem-8503	64	33	may	may	AUX
stem-8503	64	34	be	be	AUX
stem-8503	64	35	genre	genre	NOUN
stem-8503	64	36	-	-	PUNCT
stem-8503	64	37	dependent	dependent	ADJ
stem-8503	64	38	.	.	PUNCT
stem-8503	65	1	likewise	likewise	ADV
stem-8503	65	2	,	,	PUNCT
stem-8503	65	3	the	the	DET
stem-8503	65	4	oila	oila	ADJ
stem-8503	65	5	–	–	PUNCT
stem-8503	65	6	uy	uy	PROPN
stem-8503	65	7	(	(	PUNCT
stem-8503	65	8	family	family	NOUN
stem-8503	65	9	–	–	PUNCT
stem-8503	65	10	home	home	NOUN
stem-8503	65	11	)	)	PUNCT
stem-8503	65	12	pair	pair	NOUN
stem-8503	65	13	exhibits	exhibit	VERB
stem-8503	65	14	a	a	DET
stem-8503	65	15	similarity	similarity	NOUN
stem-8503	65	16	of	of	ADP
stem-8503	65	17	0.70	0.70	NUM
stem-8503	65	18	,	,	PUNCT
stem-8503	65	19	reflecting	reflect	VERB
stem-8503	65	20	their	their	PRON
stem-8503	65	21	conceptual	conceptual	ADJ
stem-8503	65	22	association	association	NOUN
stem-8503	65	23	while	while	SCONJ
stem-8503	65	24	highlighting	highlight	VERB
stem-8503	65	25	that	that	SCONJ
stem-8503	65	26	semantic	semantic	ADJ
stem-8503	65	27	similarity	similarity	NOUN
stem-8503	65	28	is	be	AUX
stem-8503	65	29	not	not	PART
stem-8503	65	30	solely	solely	ADV
stem-8503	65	31	determined	determine	VERB
stem-8503	65	32	by	by	ADP
stem-8503	65	33	frequency	frequency	NOUN
stem-8503	65	34	but	but	CCONJ
stem-8503	65	35	also	also	ADV
stem-8503	65	36	by	by	ADP
stem-8503	65	37	pragmatic	pragmatic	ADJ
stem-8503	65	38	and	and	CCONJ
stem-8503	65	39	cultural	cultural	ADJ
stem-8503	65	40	factors	factor	NOUN
stem-8503	65	41	.	.	PUNCT
stem-8503	66	1	377	377	NUM
stem-8503	66	2	american	american	ADJ
stem-8503	66	3	journal	journal	PROPN
stem-8503	66	4	of	of	ADP
stem-8503	66	5	language	language	NOUN
stem-8503	66	6	,	,	PUNCT
stem-8503	66	7	literacy	literacy	NOUN
stem-8503	66	8	and	and	CCONJ
stem-8503	66	9	learning	learn	VERB
stem-8503	66	10	in	in	ADP
stem-8503	66	11	stem	stem	NOUN
stem-8503	66	12	education	education	NOUN
stem-8503	66	13	www	www	PROPN
stem-8503	66	14	.	.	PUNCT
stem-8503	67	1	grnjournal.us	grnjournal.us	X
stem-8503	67	2	together	together	ADV
stem-8503	67	3	,	,	PUNCT
stem-8503	67	4	these	these	DET
stem-8503	67	5	findings	finding	NOUN
stem-8503	67	6	underscore	underscore	VERB
stem-8503	67	7	the	the	DET
stem-8503	67	8	effectiveness	effectiveness	NOUN
stem-8503	67	9	of	of	ADP
stem-8503	67	10	integrating	integrate	VERB
stem-8503	67	11	statistical	statistical	ADJ
stem-8503	67	12	and	and	CCONJ
stem-8503	67	13	computational	computational	ADJ
stem-8503	67	14	modeling	modeling	NOUN
stem-8503	67	15	techniques	technique	NOUN
stem-8503	67	16	in	in	ADP
stem-8503	67	17	uzbek	uzbek	PROPN
stem-8503	67	18	linguistics	linguistic	NOUN
stem-8503	67	19	[	[	X
stem-8503	67	20	15	15	NUM
stem-8503	67	21	]	]	PUNCT
stem-8503	67	22	.	.	PUNCT
stem-8503	68	1	frequency	frequency	NOUN
stem-8503	68	2	analysis	analysis	NOUN
stem-8503	68	3	provides	provide	VERB
stem-8503	68	4	foundational	foundational	ADJ
stem-8503	68	5	knowledge	knowledge	NOUN
stem-8503	68	6	of	of	ADP
stem-8503	68	7	word	word	NOUN
stem-8503	68	8	prominence	prominence	NOUN
stem-8503	68	9	,	,	PUNCT
stem-8503	68	10	while	while	SCONJ
stem-8503	68	11	correlation	correlation	NOUN
stem-8503	68	12	and	and	CCONJ
stem-8503	68	13	semantic	semantic	ADJ
stem-8503	68	14	similarity	similarity	NOUN
stem-8503	68	15	modeling	modeling	NOUN
stem-8503	68	16	reveal	reveal	VERB
stem-8503	68	17	deeper	deep	ADJ
stem-8503	68	18	interconnections	interconnection	NOUN
stem-8503	68	19	among	among	ADP
stem-8503	68	20	lexical	lexical	ADJ
stem-8503	68	21	units	unit	NOUN
stem-8503	68	22	.	.	PUNCT
stem-8503	69	1	the	the	DET
stem-8503	69	2	results	result	NOUN
stem-8503	69	3	confirm	confirm	VERB
stem-8503	69	4	that	that	SCONJ
stem-8503	69	5	statistical	statistical	ADJ
stem-8503	69	6	approaches	approach	NOUN
stem-8503	69	7	can	can	AUX
stem-8503	69	8	capture	capture	VERB
stem-8503	69	9	both	both	DET
stem-8503	69	10	core	core	NOUN
stem-8503	69	11	and	and	CCONJ
stem-8503	69	12	peripheral	peripheral	ADJ
stem-8503	69	13	elements	element	NOUN
stem-8503	69	14	of	of	ADP
stem-8503	69	15	semantic	semantic	ADJ
stem-8503	69	16	structures	structure	NOUN
stem-8503	69	17	,	,	PUNCT
stem-8503	69	18	which	which	PRON
stem-8503	69	19	are	be	AUX
stem-8503	69	20	otherwise	otherwise	ADV
stem-8503	69	21	challenging	challenging	ADJ
stem-8503	69	22	to	to	PART
stem-8503	69	23	observe	observe	VERB
stem-8503	69	24	through	through	ADP
stem-8503	69	25	traditional	traditional	ADJ
stem-8503	69	26	qualitative	qualitative	ADJ
stem-8503	69	27	methods	method	NOUN
stem-8503	69	28	.	.	PUNCT
stem-8503	70	1	moreover	moreover	ADV
stem-8503	70	2	,	,	PUNCT
stem-8503	70	3	the	the	DET
stem-8503	70	4	study	study	NOUN
stem-8503	70	5	illustrates	illustrate	VERB
stem-8503	70	6	the	the	DET
stem-8503	70	7	potential	potential	NOUN
stem-8503	70	8	of	of	ADP
stem-8503	70	9	these	these	DET
stem-8503	70	10	methods	method	NOUN
stem-8503	70	11	to	to	PART
stem-8503	70	12	inform	inform	VERB
stem-8503	70	13	digital	digital	ADJ
stem-8503	70	14	lexicography	lexicography	NOUN
stem-8503	70	15	and	and	CCONJ
stem-8503	70	16	language	language	NOUN
stem-8503	70	17	technology	technology	NOUN
stem-8503	70	18	applications	application	NOUN
stem-8503	70	19	.	.	PUNCT
stem-8503	71	1	by	by	ADP
stem-8503	71	2	identifying	identify	VERB
stem-8503	71	3	central	central	ADJ
stem-8503	71	4	semantic	semantic	ADJ
stem-8503	71	5	nodes	node	NOUN
stem-8503	71	6	and	and	CCONJ
stem-8503	71	7	high	high	ADJ
stem-8503	71	8	-	-	PUNCT
stem-8503	71	9	similarity	similarity	NOUN
stem-8503	71	10	pairs	pair	NOUN
stem-8503	71	11	,	,	PUNCT
stem-8503	71	12	lexicographers	lexicographer	NOUN
stem-8503	71	13	can	can	AUX
stem-8503	71	14	prioritize	prioritize	VERB
stem-8503	71	15	entries	entry	NOUN
stem-8503	71	16	,	,	PUNCT
stem-8503	71	17	while	while	SCONJ
stem-8503	71	18	developers	developer	NOUN
stem-8503	71	19	of	of	ADP
stem-8503	71	20	computational	computational	ADJ
stem-8503	71	21	tools	tool	NOUN
stem-8503	71	22	can	can	AUX
stem-8503	71	23	improve	improve	VERB
stem-8503	71	24	algorithms	algorithm	NOUN
stem-8503	71	25	for	for	ADP
stem-8503	71	26	automatic	automatic	ADJ
stem-8503	71	27	synonym	synonym	NOUN
stem-8503	71	28	recognition	recognition	NOUN
stem-8503	71	29	,	,	PUNCT
stem-8503	71	30	semantic	semantic	ADJ
stem-8503	71	31	search	search	NOUN
stem-8503	71	32	,	,	PUNCT
stem-8503	71	33	and	and	CCONJ
stem-8503	71	34	text	text	NOUN
stem-8503	71	35	analysis	analysis	NOUN
stem-8503	71	36	.	.	PUNCT
stem-8503	72	1	overall	overall	ADV
stem-8503	72	2	,	,	PUNCT
stem-8503	72	3	the	the	DET
stem-8503	72	4	discussion	discussion	NOUN
stem-8503	72	5	highlights	highlight	VERB
stem-8503	72	6	that	that	SCONJ
stem-8503	72	7	a	a	DET
stem-8503	72	8	data	data	NOUN
stem-8503	72	9	-	-	PUNCT
stem-8503	72	10	driven	drive	VERB
stem-8503	72	11	approach	approach	NOUN
stem-8503	72	12	enables	enable	VERB
stem-8503	72	13	a	a	DET
stem-8503	72	14	comprehensive	comprehensive	ADJ
stem-8503	72	15	understanding	understanding	NOUN
stem-8503	72	16	of	of	ADP
stem-8503	72	17	uzbek	uzbek	ADJ
stem-8503	72	18	lexical	lexical	ADJ
stem-8503	72	19	semantics	semantic	NOUN
stem-8503	72	20	,	,	PUNCT
stem-8503	72	21	bridging	bridge	VERB
stem-8503	72	22	traditional	traditional	ADJ
stem-8503	72	23	linguistics	linguistic	NOUN
stem-8503	72	24	with	with	ADP
stem-8503	72	25	modern	modern	ADJ
stem-8503	72	26	computational	computational	ADJ
stem-8503	72	27	techniques	technique	NOUN
stem-8503	72	28	.	.	PUNCT
stem-8503	73	1	conclusion	conclusion	NOUN
stem-8503	73	2	this	this	DET
stem-8503	73	3	study	study	NOUN
stem-8503	73	4	examined	examine	VERB
stem-8503	73	5	the	the	DET
stem-8503	73	6	application	application	NOUN
stem-8503	73	7	of	of	ADP
stem-8503	73	8	statistical	statistical	ADJ
stem-8503	73	9	and	and	CCONJ
stem-8503	73	10	modeling	modeling	NOUN
stem-8503	73	11	methods	method	NOUN
stem-8503	73	12	in	in	ADP
stem-8503	73	13	the	the	DET
stem-8503	73	14	semantic	semantic	ADJ
stem-8503	73	15	analysis	analysis	NOUN
stem-8503	73	16	of	of	ADP
stem-8503	73	17	uzbek	uzbek	ADJ
stem-8503	73	18	linguistic	linguistic	ADJ
stem-8503	73	19	units	unit	NOUN
stem-8503	73	20	,	,	PUNCT
stem-8503	73	21	focusing	focus	VERB
stem-8503	73	22	on	on	ADP
stem-8503	73	23	word	word	NOUN
stem-8503	73	24	frequency	frequency	NOUN
stem-8503	73	25	,	,	PUNCT
stem-8503	73	26	synonym	synonym	NOUN
stem-8503	73	27	networks	network	NOUN
stem-8503	73	28	,	,	PUNCT
stem-8503	73	29	and	and	CCONJ
stem-8503	73	30	semantic	semantic	ADJ
stem-8503	73	31	similarity	similarity	NOUN
stem-8503	73	32	.	.	PUNCT
stem-8503	74	1	the	the	DET
stem-8503	74	2	findings	finding	NOUN
stem-8503	74	3	indicate	indicate	VERB
stem-8503	74	4	that	that	SCONJ
stem-8503	74	5	integrating	integrate	VERB
stem-8503	74	6	corpus	corpus	NOUN
stem-8503	74	7	-	-	PUNCT
stem-8503	74	8	based	base	VERB
stem-8503	74	9	quantitative	quantitative	ADJ
stem-8503	74	10	techniques	technique	NOUN
stem-8503	74	11	with	with	ADP
stem-8503	74	12	computational	computational	ADJ
stem-8503	74	13	modeling	modeling	NOUN
stem-8503	74	14	provides	provide	VERB
stem-8503	74	15	a	a	DET
stem-8503	74	16	systematic	systematic	ADJ
stem-8503	74	17	and	and	CCONJ
stem-8503	74	18	reliable	reliable	ADJ
stem-8503	74	19	approach	approach	NOUN
stem-8503	74	20	to	to	ADP
stem-8503	74	21	understanding	understand	VERB
stem-8503	74	22	lexical	lexical	ADJ
stem-8503	74	23	semantics	semantic	NOUN
stem-8503	74	24	.	.	PUNCT
stem-8503	75	1	frequency	frequency	NOUN
stem-8503	75	2	analysis	analysis	NOUN
stem-8503	75	3	revealed	reveal	VERB
stem-8503	75	4	that	that	SCONJ
stem-8503	75	5	function	function	NOUN
stem-8503	75	6	words	word	NOUN
stem-8503	75	7	such	such	ADJ
stem-8503	75	8	as	as	ADP
stem-8503	75	9	va	va	PROPN
stem-8503	75	10	,	,	PUNCT
stem-8503	75	11	ning	ning	NOUN
stem-8503	75	12	,	,	PUNCT
stem-8503	75	13	and	and	CCONJ
stem-8503	75	14	bu	bu	PART
stem-8503	75	15	dominate	dominate	VERB
stem-8503	75	16	the	the	DET
stem-8503	75	17	uzbek	uzbek	PROPN
stem-8503	75	18	corpus	corpus	PROPN
stem-8503	75	19	,	,	PUNCT
stem-8503	75	20	reflecting	reflect	VERB
stem-8503	75	21	their	their	PRON
stem-8503	75	22	essential	essential	ADJ
stem-8503	75	23	role	role	NOUN
stem-8503	75	24	in	in	ADP
stem-8503	75	25	grammatical	grammatical	ADJ
stem-8503	75	26	and	and	CCONJ
stem-8503	75	27	syntactic	syntactic	ADJ
stem-8503	75	28	structures	structure	NOUN
stem-8503	75	29	.	.	PUNCT
stem-8503	76	1	high	high	ADJ
stem-8503	76	2	-	-	PUNCT
stem-8503	76	3	frequency	frequency	NOUN
stem-8503	76	4	content	content	NOUN
stem-8503	76	5	words	word	NOUN
stem-8503	76	6	,	,	PUNCT
stem-8503	76	7	including	include	VERB
stem-8503	76	8	o‘qish	o‘qish	ADJ
stem-8503	76	9	,	,	PUNCT
stem-8503	76	10	ish	ish	NOUN
stem-8503	76	11	,	,	PUNCT
stem-8503	76	12	and	and	CCONJ
stem-8503	76	13	hayot	hayot	NOUN
stem-8503	76	14	,	,	PUNCT
stem-8503	76	15	highlight	highlight	VERB
stem-8503	76	16	the	the	DET
stem-8503	76	17	thematic	thematic	ADJ
stem-8503	76	18	focus	focus	NOUN
stem-8503	76	19	areas	area	NOUN
stem-8503	76	20	of	of	ADP
stem-8503	76	21	contemporary	contemporary	ADJ
stem-8503	76	22	uzbek	uzbek	ADJ
stem-8503	76	23	texts	text	NOUN
stem-8503	76	24	.	.	PUNCT
stem-8503	77	1	this	this	PRON
stem-8503	77	2	demonstrates	demonstrate	VERB
stem-8503	77	3	that	that	SCONJ
stem-8503	77	4	both	both	CCONJ
stem-8503	77	5	grammatical	grammatical	ADJ
stem-8503	77	6	function	function	NOUN
stem-8503	77	7	and	and	CCONJ
stem-8503	77	8	semantic	semantic	ADJ
stem-8503	77	9	significance	significance	NOUN
stem-8503	77	10	contribute	contribute	VERB
stem-8503	77	11	to	to	ADP
stem-8503	77	12	the	the	DET
stem-8503	77	13	organization	organization	NOUN
stem-8503	77	14	of	of	ADP
stem-8503	77	15	lexical	lexical	ADJ
stem-8503	77	16	units	unit	NOUN
stem-8503	77	17	.	.	PUNCT
stem-8503	78	1	the	the	DET
stem-8503	78	2	analysis	analysis	NOUN
stem-8503	78	3	of	of	ADP
stem-8503	78	4	synonymic	synonymic	ADJ
stem-8503	78	5	networks	network	NOUN
stem-8503	78	6	illustrated	illustrate	VERB
stem-8503	78	7	that	that	SCONJ
stem-8503	78	8	semantically	semantically	ADV
stem-8503	78	9	related	relate	VERB
stem-8503	78	10	words	word	NOUN
stem-8503	78	11	cluster	cluster	NOUN
stem-8503	78	12	together	together	ADV
stem-8503	78	13	,	,	PUNCT
stem-8503	78	14	forming	form	VERB
stem-8503	78	15	distinct	distinct	ADJ
stem-8503	78	16	groups	group	NOUN
stem-8503	78	17	with	with	ADP
stem-8503	78	18	varying	vary	VERB
stem-8503	78	19	degrees	degree	NOUN
stem-8503	78	20	of	of	ADP
stem-8503	78	21	centrality	centrality	NOUN
stem-8503	78	22	.	.	PUNCT
stem-8503	79	1	the	the	DET
stem-8503	79	2	visualization	visualization	NOUN
stem-8503	79	3	of	of	ADP
stem-8503	79	4	these	these	DET
stem-8503	79	5	networks	network	NOUN
stem-8503	79	6	,	,	PUNCT
stem-8503	79	7	as	as	SCONJ
stem-8503	79	8	seen	see	VERB
stem-8503	79	9	in	in	ADP
stem-8503	79	10	figure	figure	NOUN
stem-8503	79	11	1	1	NUM
stem-8503	79	12	,	,	PUNCT
stem-8503	79	13	emphasized	emphasize	VERB
stem-8503	79	14	the	the	DET
stem-8503	79	15	strength	strength	NOUN
stem-8503	79	16	of	of	ADP
stem-8503	79	17	semantic	semantic	ADJ
stem-8503	79	18	associations	association	NOUN
stem-8503	79	19	and	and	CCONJ
stem-8503	79	20	the	the	DET
stem-8503	79	21	contextual	contextual	ADJ
stem-8503	79	22	proximity	proximity	NOUN
stem-8503	79	23	of	of	ADP
stem-8503	79	24	synonym	synonym	NOUN
stem-8503	79	25	pairs	pair	NOUN
stem-8503	79	26	.	.	PUNCT
stem-8503	80	1	the	the	DET
stem-8503	80	2	clustering	cluster	VERB
stem-8503	80	3	patterns	pattern	NOUN
stem-8503	80	4	showed	show	VERB
stem-8503	80	5	both	both	DET
stem-8503	80	6	central	central	ADJ
stem-8503	80	7	and	and	CCONJ
stem-8503	80	8	peripheral	peripheral	ADJ
stem-8503	80	9	terms	term	NOUN
stem-8503	80	10	,	,	PUNCT
stem-8503	80	11	providing	provide	VERB
stem-8503	80	12	a	a	DET
stem-8503	80	13	detailed	detailed	ADJ
stem-8503	80	14	map	map	NOUN
stem-8503	80	15	of	of	ADP
stem-8503	80	16	semantic	semantic	ADJ
stem-8503	80	17	relations	relation	NOUN
stem-8503	80	18	within	within	ADP
stem-8503	80	19	the	the	DET
stem-8503	80	20	language	language	NOUN
stem-8503	80	21	.	.	PUNCT
stem-8503	81	1	semantic	semantic	ADJ
stem-8503	81	2	similarity	similarity	NOUN
stem-8503	81	3	measurements	measurement	NOUN
stem-8503	81	4	further	far	ADV
stem-8503	81	5	confirmed	confirm	VERB
stem-8503	81	6	the	the	DET
stem-8503	81	7	alignment	alignment	NOUN
stem-8503	81	8	of	of	ADP
stem-8503	81	9	closely	closely	ADV
stem-8503	81	10	related	relate	VERB
stem-8503	81	11	words	word	NOUN
stem-8503	81	12	.	.	PUNCT
stem-8503	82	1	cosine	cosine	NOUN
stem-8503	82	2	similarity	similarity	NOUN
stem-8503	82	3	scores	score	NOUN
stem-8503	82	4	,	,	PUNCT
stem-8503	82	5	presented	present	VERB
stem-8503	82	6	in	in	ADP
stem-8503	82	7	table	table	NOUN
stem-8503	82	8	2	2	NUM
stem-8503	82	9	,	,	PUNCT
stem-8503	82	10	validated	validate	VERB
stem-8503	82	11	the	the	DET
stem-8503	82	12	co	co	NOUN
stem-8503	82	13	-	-	NOUN
stem-8503	82	14	occurrence	occurrence	ADJ
stem-8503	82	15	patterns	pattern	NOUN
stem-8503	82	16	observed	observe	VERB
stem-8503	82	17	in	in	ADP
stem-8503	82	18	the	the	DET
stem-8503	82	19	corpus	corpus	NOUN
stem-8503	82	20	and	and	CCONJ
stem-8503	82	21	quantified	quantify	VERB
stem-8503	82	22	the	the	DET
stem-8503	82	23	degree	degree	NOUN
stem-8503	82	24	of	of	ADP
stem-8503	82	25	semantic	semantic	ADJ
stem-8503	82	26	closeness	closeness	NOUN
stem-8503	82	27	between	between	ADP
stem-8503	82	28	lexical	lexical	ADJ
stem-8503	82	29	pairs	pair	NOUN
stem-8503	82	30	.	.	PUNCT
stem-8503	83	1	these	these	DET
stem-8503	83	2	results	result	NOUN
stem-8503	83	3	highlight	highlight	VERB
stem-8503	83	4	the	the	DET
stem-8503	83	5	capability	capability	NOUN
stem-8503	83	6	of	of	ADP
stem-8503	83	7	computational	computational	ADJ
stem-8503	83	8	models	model	NOUN
stem-8503	83	9	to	to	PART
stem-8503	83	10	capture	capture	VERB
stem-8503	83	11	subtle	subtle	ADJ
stem-8503	83	12	semantic	semantic	ADJ
stem-8503	83	13	nuances	nuance	NOUN
stem-8503	83	14	that	that	PRON
stem-8503	83	15	may	may	AUX
stem-8503	83	16	not	not	PART
stem-8503	83	17	be	be	AUX
stem-8503	83	18	evident	evident	ADJ
stem-8503	83	19	through	through	ADP
stem-8503	83	20	traditional	traditional	ADJ
stem-8503	83	21	qualitative	qualitative	ADJ
stem-8503	83	22	analysis	analysis	NOUN
stem-8503	83	23	.	.	PUNCT
stem-8503	84	1	references	reference	NOUN
stem-8503	84	2	1	1	NUM
stem-8503	84	3	.	.	PUNCT
stem-8503	85	1	n.	n.	PROPN
stem-8503	85	2	sh	sh	PROPN
stem-8503	85	3	.	.	PROPN
stem-8503	85	4	kremer	kremer	PROPN
stem-8503	85	5	and	and	CCONJ
stem-8503	85	6	b.	b.	PROPN
stem-8503	85	7	a.	a.	PROPN
stem-8503	85	8	putko	putko	PROPN
stem-8503	85	9	,	,	PUNCT
stem-8503	85	10	ekonometrika	ekonometrika	NOUN
stem-8503	85	11	:	:	PUNCT
stem-8503	85	12	uchebnik	uchebnik	PROPN
stem-8503	85	13	,	,	PUNCT
stem-8503	85	14	moscow	moscow	PROPN
stem-8503	85	15	:	:	PUNCT
stem-8503	85	16	yuniti	yuniti	PROPN
stem-8503	85	17	-	-	PUNCT
stem-8503	85	18	dana	dana	PROPN
stem-8503	85	19	,	,	PUNCT
stem-8503	85	20	2008	2008	NUM
stem-8503	85	21	,	,	PUNCT
stem-8503	85	22	p.	p.	NOUN
stem-8503	85	23	328	328	NUM
stem-8503	85	24	.	.	PUNCT
stem-8503	86	1	2	2	X
stem-8503	86	2	.	.	X
stem-8503	86	3	w.	w.	PROPN
stem-8503	86	4	h.	h.	PROPN
stem-8503	86	5	greene	greene	PROPN
stem-8503	86	6	,	,	PUNCT
stem-8503	86	7	econometric	econometric	ADJ
stem-8503	86	8	analysis	analysis	NOUN
stem-8503	86	9	,	,	PUNCT
stem-8503	86	10	7th	7th	ADJ
stem-8503	86	11	ed	ed	NOUN
stem-8503	86	12	.	.	PROPN
stem-8503	86	13	,	,	PUNCT
stem-8503	86	14	int	int	PROPN
stem-8503	86	15	.	.	PUNCT
stem-8503	86	16	edition	edition	PROPN
stem-8503	86	17	,	,	PUNCT
stem-8503	86	18	essex	essex	PROPN
stem-8503	86	19	:	:	PUNCT
stem-8503	86	20	pearson	pearson	PROPN
stem-8503	86	21	,	,	PUNCT
stem-8503	86	22	2012	2012	NUM
stem-8503	86	23	3	3	NUM
stem-8503	86	24	.	.	PUNCT
stem-8503	86	25	m.	m.	NOUN
stem-8503	86	26	m.	m.	PROPN
stem-8503	86	27	butakova	butakova	VERB
stem-8503	86	28	,	,	PUNCT
stem-8503	86	29	ekonomicheskoe	ekonomicheskoe	PROPN
stem-8503	86	30	prognozirovanie	prognozirovanie	PROPN
stem-8503	86	31	:	:	PUNCT
stem-8503	86	32	metody	metody	ADJ
stem-8503	87	1	i	i	PRON
stem-8503	87	2	priemy	priemy	VERB
stem-8503	87	3	prakticheskikh	prakticheskikh	NOUN
stem-8503	87	4	raschetov	raschetov	NOUN
stem-8503	87	5	,	,	PUNCT
stem-8503	87	6	2nd	2nd	ADJ
stem-8503	87	7	ed	ed	NOUN
stem-8503	87	8	.	.	PROPN
stem-8503	87	9	,	,	PUNCT
stem-8503	87	10	moscow	moscow	PROPN
stem-8503	87	11	:	:	PUNCT
stem-8503	87	12	knorus	knorus	PROPN
stem-8503	87	13	,	,	PUNCT
stem-8503	87	14	2010	2010	NUM
stem-8503	87	15	,	,	PUNCT
stem-8503	87	16	p.	p.	NOUN
stem-8503	87	17	168	168	NUM
stem-8503	87	18	.	.	PUNCT
stem-8503	88	1	4	4	X
stem-8503	88	2	.	.	X
stem-8503	88	3	l.	l.	PROPN
stem-8503	88	4	t.	t.	PROPN
stem-8503	88	5	gilyarovskaya	gilyarovskaya	PROPN
stem-8503	88	6	,	,	PUNCT
stem-8503	88	7	ekonomicheskiy	ekonomicheskiy	NOUN
stem-8503	88	8	analiz	analiz	NOUN
stem-8503	88	9	:	:	PUNCT
stem-8503	88	10	uchebnik	uchebnik	PROPN
stem-8503	88	11	dlya	dlya	PROPN
stem-8503	88	12	vuzov	vuzov	PROPN
stem-8503	88	13	,	,	PUNCT
stem-8503	88	14	moscow	moscow	PROPN
stem-8503	88	15	:	:	PUNCT
stem-8503	88	16	yuniti	yuniti	PROPN
stem-8503	88	17	-	-	PUNCT
stem-8503	88	18	dana	dana	PROPN
stem-8503	88	19	,	,	PUNCT
stem-8503	88	20	2011	2011	NUM
stem-8503	88	21	.	.	PUNCT
stem-8503	89	1	5	5	X
stem-8503	89	2	.	.	X
stem-8503	89	3	d.	d.	PROPN
stem-8503	89	4	n.	n.	PROPN
stem-8503	89	5	gujarati	gujarati	PROPN
stem-8503	89	6	,	,	PUNCT
stem-8503	89	7	basic	basic	ADJ
stem-8503	89	8	econometrics	econometric	NOUN
stem-8503	89	9	,	,	PUNCT
stem-8503	89	10	5th	5th	ADJ
stem-8503	89	11	ed	ed	NOUN
stem-8503	89	12	.	.	PROPN
stem-8503	89	13	,	,	PUNCT
stem-8503	89	14	new	new	PROPN
stem-8503	89	15	york	york	PROPN
stem-8503	89	16	:	:	PUNCT
stem-8503	89	17	mcgraw	mcgraw	PROPN
stem-8503	89	18	-	-	PUNCT
stem-8503	89	19	hill	hill	PROPN
stem-8503	89	20	,	,	PUNCT
stem-8503	89	21	2009	2009	NUM
stem-8503	89	22	.	.	PUNCT
stem-8503	90	1	6	6	NUM
stem-8503	90	2	.	.	PUNCT
stem-8503	90	3	j.	j.	PROPN
stem-8503	90	4	m.	m.	PROPN
stem-8503	90	5	wooldridge	wooldridge	PROPN
stem-8503	90	6	,	,	PUNCT
stem-8503	90	7	introductory	introductory	ADJ
stem-8503	90	8	econometrics	econometric	NOUN
stem-8503	90	9	:	:	PUNCT
stem-8503	90	10	a	a	DET
stem-8503	90	11	modern	modern	ADJ
stem-8503	90	12	approach	approach	NOUN
stem-8503	90	13	,	,	PUNCT
stem-8503	90	14	5th	5th	ADJ
stem-8503	90	15	ed	ed	NOUN
stem-8503	90	16	.	.	PROPN
stem-8503	90	17	,	,	PUNCT
stem-8503	90	18	mason	mason	PROPN
stem-8503	90	19	,	,	PUNCT
stem-8503	90	20	ohio	ohio	PROPN
stem-8503	90	21	:	:	PUNCT
stem-8503	90	22	southwestern	southwestern	PROPN
stem-8503	90	23	cengage	cengage	PROPN
stem-8503	90	24	learning	learning	PROPN
stem-8503	90	25	,	,	PUNCT
stem-8503	90	26	2013	2013	NUM
stem-8503	90	27	.	.	PUNCT
stem-8503	91	1	7	7	X
stem-8503	91	2	.	.	PUNCT
stem-8503	91	3	j.	j.	PROPN
stem-8503	91	4	d.	d.	PROPN
stem-8503	91	5	angrist	angrist	PROPN
stem-8503	91	6	and	and	CCONJ
stem-8503	91	7	j.-s	j.-	NOUN
stem-8503	91	8	.	.	PUNCT
stem-8503	92	1	pischke	pischke	ADJ
stem-8503	92	2	,	,	PUNCT
stem-8503	92	3	mostly	mostly	ADV
stem-8503	92	4	harmless	harmless	ADJ
stem-8503	92	5	econometrics	econometric	NOUN
stem-8503	92	6	:	:	PUNCT
stem-8503	92	7	an	an	DET
stem-8503	92	8	empiricist	empiricist	NOUN
stem-8503	92	9	’s	’s	PART
stem-8503	92	10	companion	companion	NOUN
stem-8503	92	11	,	,	PUNCT
stem-8503	92	12	princeton	princeton	PROPN
stem-8503	92	13	:	:	PUNCT
stem-8503	92	14	princeton	princeton	PROPN
stem-8503	92	15	university	university	PROPN
stem-8503	92	16	press	press	NOUN
stem-8503	92	17	,	,	PUNCT
stem-8503	92	18	2009	2009	NUM
stem-8503	92	19	.	.	PUNCT
stem-8503	93	1	8	8	NUM
stem-8503	93	2	.	.	PUNCT
stem-8503	93	3	c.-f	c.-f	NOUN
stem-8503	93	4	.	.	PUNCT
stem-8503	94	1	lee	lee	PROPN
stem-8503	94	2	,	,	PUNCT
stem-8503	94	3	h.-y	h.-y	VERB
stem-8503	94	4	.	.	PUNCT
stem-8503	95	1	chen	chen	PROPN
stem-8503	95	2	,	,	PUNCT
stem-8503	95	3	and	and	CCONJ
stem-8503	95	4	j.	j.	PROPN
stem-8503	95	5	lee	lee	PROPN
stem-8503	95	6	,	,	PUNCT
stem-8503	95	7	financial	financial	ADJ
stem-8503	95	8	econometrics	econometric	NOUN
stem-8503	95	9	,	,	PUNCT
stem-8503	95	10	mathematics	mathematic	NOUN
stem-8503	95	11	and	and	CCONJ
stem-8503	95	12	statistics	statistic	NOUN
stem-8503	95	13	:	:	PUNCT
stem-8503	95	14	theory	theory	NOUN
stem-8503	95	15	,	,	PUNCT
stem-8503	95	16	method	method	NOUN
stem-8503	95	17	and	and	CCONJ
stem-8503	95	18	application	application	NOUN
stem-8503	95	19	,	,	PUNCT
stem-8503	95	20	cham	cham	PROPN
stem-8503	95	21	:	:	PUNCT
stem-8503	95	22	springer	springer	NOUN
stem-8503	95	23	,	,	PUNCT
stem-8503	95	24	2019	2019	NUM
stem-8503	95	25	.	.	PUNCT
stem-8503	96	1	9	9	NUM
stem-8503	96	2	.	.	PUNCT
stem-8503	97	1	p.	p.	PROPN
stem-8503	97	2	kennedy	kennedy	PROPN
stem-8503	97	3	,	,	PUNCT
stem-8503	97	4	a	a	DET
stem-8503	97	5	guide	guide	NOUN
stem-8503	97	6	to	to	ADP
stem-8503	97	7	econometrics	econometric	NOUN
stem-8503	97	8	,	,	PUNCT
stem-8503	97	9	6th	6th	ADJ
stem-8503	97	10	ed	ed	NOUN
stem-8503	97	11	.	.	PROPN
stem-8503	97	12	,	,	PUNCT
stem-8503	97	13	malden	malden	PROPN
stem-8503	97	14	,	,	PUNCT
stem-8503	97	15	ma	ma	PROPN
stem-8503	97	16	:	:	PUNCT
stem-8503	97	17	wiley	wiley	PROPN
stem-8503	97	18	-	-	PUNCT
stem-8503	97	19	blackwell	blackwell	PROPN
stem-8503	97	20	,	,	PUNCT
stem-8503	97	21	2008	2008	NUM
stem-8503	97	22	.	.	PUNCT
stem-8503	98	1	10	10	NUM
stem-8503	98	2	.	.	PUNCT
stem-8503	99	1	m.	m.	NOUN
stem-8503	99	2	p.	p.	PROPN
stem-8503	99	3	murray	murray	PROPN
stem-8503	99	4	,	,	PUNCT
stem-8503	99	5	econometrics	econometric	NOUN
stem-8503	99	6	:	:	PUNCT
stem-8503	99	7	a	a	DET
stem-8503	99	8	modern	modern	ADJ
stem-8503	99	9	introduction	introduction	NOUN
stem-8503	99	10	,	,	PUNCT
stem-8503	99	11	boston	boston	PROPN
stem-8503	99	12	:	:	PUNCT
stem-8503	99	13	addison	addison	PROPN
stem-8503	99	14	-	-	PUNCT
stem-8503	99	15	wesley	wesley	PROPN
stem-8503	99	16	,	,	PUNCT
stem-8503	99	17	2006	2006	NUM
stem-8503	99	18	.	.	PUNCT
stem-8503	100	1	378	378	NUM
stem-8503	100	2	american	american	ADJ
stem-8503	100	3	journal	journal	NOUN
stem-8503	100	4	of	of	ADP
stem-8503	100	5	language	language	NOUN
stem-8503	100	6	,	,	PUNCT
stem-8503	100	7	literacy	literacy	NOUN
stem-8503	100	8	and	and	CCONJ
stem-8503	100	9	learning	learn	VERB
stem-8503	100	10	in	in	ADP
stem-8503	100	11	stem	stem	NOUN
stem-8503	100	12	education	education	NOUN
stem-8503	100	13	www	www	PROPN
stem-8503	100	14	.	.	PUNCT
stem-8503	101	1	grnjournal.us	grnjournal.us	X
stem-8503	101	2	11	11	NUM
stem-8503	101	3	.	.	PUNCT
stem-8503	101	4	a.	a.	NOUN
stem-8503	101	5	gelman	gelman	PROPN
stem-8503	101	6	and	and	CCONJ
stem-8503	101	7	j.	j.	PROPN
stem-8503	101	8	hill	hill	PROPN
stem-8503	101	9	,	,	PUNCT
stem-8503	101	10	data	data	VERB
stem-8503	101	11	analysis	analysis	NOUN
stem-8503	101	12	using	use	VERB
stem-8503	101	13	regression	regression	NOUN
stem-8503	101	14	and	and	CCONJ
stem-8503	101	15	multilevel	multilevel	ADJ
stem-8503	101	16	/	/	SYM
stem-8503	101	17	hierarchical	hierarchical	ADJ
stem-8503	101	18	models	model	NOUN
stem-8503	101	19	,	,	PUNCT
stem-8503	101	20	cambridge	cambridge	PROPN
stem-8503	101	21	:	:	PUNCT
stem-8503	101	22	cambridge	cambridge	PROPN
stem-8503	101	23	university	university	PROPN
stem-8503	101	24	press	press	NOUN
stem-8503	101	25	,	,	PUNCT
stem-8503	101	26	2007	2007	NUM
stem-8503	101	27	.	.	PUNCT
stem-8503	102	1	12	12	NUM
stem-8503	102	2	.	.	PUNCT
stem-8503	103	1	t.	t.	PROPN
stem-8503	103	2	mikolov	mikolov	PROPN
stem-8503	103	3	,	,	PUNCT
stem-8503	103	4	k.	k.	PROPN
stem-8503	103	5	chen	chen	PROPN
stem-8503	103	6	,	,	PUNCT
stem-8503	103	7	g.	g.	PROPN
stem-8503	103	8	corrado	corrado	PROPN
stem-8503	103	9	,	,	PUNCT
stem-8503	103	10	and	and	CCONJ
stem-8503	103	11	j.	j.	PROPN
stem-8503	103	12	dean	dean	PROPN
stem-8503	103	13	,	,	PUNCT
stem-8503	103	14	“	"	PUNCT
stem-8503	103	15	efficient	efficient	ADJ
stem-8503	103	16	estimation	estimation	NOUN
stem-8503	103	17	of	of	ADP
stem-8503	103	18	word	word	NOUN
stem-8503	103	19	representations	representation	NOUN
stem-8503	103	20	in	in	ADP
stem-8503	103	21	vector	vector	NOUN
stem-8503	103	22	space	space	NOUN
stem-8503	103	23	,	,	PUNCT
stem-8503	103	24	”	"	PUNCT
stem-8503	103	25	in	in	ADP
stem-8503	103	26	proc	proc	NOUN
stem-8503	103	27	.	.	PUNCT
stem-8503	104	1	int	int	NOUN
stem-8503	104	2	.	.	PUNCT
stem-8503	104	3	conf	conf	PROPN
stem-8503	104	4	.	.	PUNCT
stem-8503	105	1	on	on	ADP
stem-8503	105	2	learning	learn	VERB
stem-8503	105	3	representations	representation	NOUN
stem-8503	105	4	(	(	PUNCT
stem-8503	105	5	iclr	iclr	NOUN
stem-8503	105	6	)	)	PUNCT
stem-8503	105	7	,	,	PUNCT
stem-8503	105	8	2013	2013	NUM
stem-8503	105	9	.	.	PUNCT
stem-8503	105	10	13	13	NUM
stem-8503	105	11	.	.	PUNCT
stem-8503	106	1	p.	p.	NOUN
stem-8503	106	2	bojanowski	bojanowski	PROPN
stem-8503	106	3	,	,	PUNCT
stem-8503	106	4	e.	e.	PROPN
stem-8503	106	5	grave	grave	PROPN
stem-8503	106	6	,	,	PUNCT
stem-8503	106	7	a.	a.	PROPN
stem-8503	106	8	joulin	joulin	PROPN
stem-8503	106	9	,	,	PUNCT
stem-8503	106	10	and	and	CCONJ
stem-8503	106	11	t.	t.	PROPN
stem-8503	106	12	mikolov	mikolov	PROPN
stem-8503	106	13	,	,	PUNCT
stem-8503	106	14	“	"	PUNCT
stem-8503	106	15	enriching	enrich	VERB
stem-8503	106	16	word	word	NOUN
stem-8503	106	17	vectors	vector	NOUN
stem-8503	106	18	with	with	ADP
stem-8503	106	19	subword	subword	PROPN
stem-8503	106	20	information	information	NOUN
stem-8503	106	21	,	,	PUNCT
stem-8503	106	22	”	"	PUNCT
stem-8503	106	23	transactions	transaction	NOUN
stem-8503	106	24	of	of	ADP
stem-8503	106	25	the	the	DET
stem-8503	106	26	association	association	NOUN
stem-8503	106	27	for	for	ADP
stem-8503	106	28	computational	computational	ADJ
stem-8503	106	29	linguistics	linguistic	NOUN
stem-8503	106	30	,	,	PUNCT
stem-8503	106	31	vol	vol	NOUN
stem-8503	106	32	.	.	PROPN
stem-8503	106	33	5	5	NUM
stem-8503	106	34	,	,	PUNCT
stem-8503	106	35	pp	pp	ADJ
stem-8503	106	36	.	.	PUNCT
stem-8503	107	1	135–146	135–146	NUM
stem-8503	107	2	,	,	PUNCT
stem-8503	107	3	2017	2017	NUM
stem-8503	107	4	.	.	PUNCT
stem-8503	108	1	14	14	NUM
stem-8503	108	2	.	.	PUNCT
stem-8503	108	3	m.	m.	PROPN
stem-8503	108	4	baroni	baroni	PROPN
stem-8503	108	5	,	,	PUNCT
stem-8503	108	6	g.	g.	PROPN
stem-8503	108	7	dinu	dinu	PROPN
stem-8503	108	8	,	,	PUNCT
stem-8503	108	9	and	and	CCONJ
stem-8503	108	10	g.	g.	PROPN
stem-8503	108	11	kruszewski	kruszewski	PROPN
stem-8503	108	12	,	,	PUNCT
stem-8503	108	13	“	"	PUNCT
stem-8503	108	14	do	do	AUX
stem-8503	108	15	n’t	not	PART
stem-8503	108	16	count	count	VERB
stem-8503	108	17	,	,	PUNCT
stem-8503	108	18	predict	predict	VERB
stem-8503	108	19	!	!	PUNCT
stem-8503	109	1	a	a	DET
stem-8503	109	2	systematic	systematic	ADJ
stem-8503	109	3	comparison	comparison	NOUN
stem-8503	109	4	of	of	ADP
stem-8503	109	5	context	context	NOUN
stem-8503	109	6	-	-	PUNCT
stem-8503	109	7	counting	counting	NOUN
stem-8503	109	8	vs.	vs.	CCONJ
stem-8503	109	9	context	context	NOUN
stem-8503	109	10	-	-	PUNCT
stem-8503	109	11	predicting	predict	VERB
stem-8503	109	12	semantic	semantic	ADJ
stem-8503	109	13	vectors	vector	NOUN
stem-8503	109	14	,	,	PUNCT
stem-8503	109	15	”	"	PUNCT
stem-8503	109	16	in	in	ADP
stem-8503	109	17	proc	proc	NOUN
stem-8503	109	18	.	.	PUNCT
stem-8503	110	1	acl	acl	PROPN
stem-8503	110	2	,	,	PUNCT
stem-8503	110	3	2014	2014	NUM
stem-8503	110	4	,	,	PUNCT
stem-8503	110	5	pp	pp	ADP
stem-8503	110	6	.	.	PUNCT
stem-8503	111	1	238–247	238–247	NUM
stem-8503	111	2	.	.	PUNCT
stem-8503	112	1	15	15	NUM
stem-8503	112	2	.	.	PUNCT
stem-8503	113	1	k.	k.	PROPN
stem-8503	113	2	hashimoto	hashimoto	PROPN
stem-8503	113	3	,	,	PUNCT
stem-8503	113	4	h.	h.	PROPN
stem-8503	113	5	miwa	miwa	PROPN
stem-8503	113	6	,	,	PUNCT
stem-8503	113	7	and	and	CCONJ
stem-8503	113	8	y.	y.	PROPN
stem-8503	113	9	sasaki	sasaki	PROPN
stem-8503	113	10	,	,	PUNCT
stem-8503	113	11	“	"	PUNCT
stem-8503	113	12	word	word	NOUN
stem-8503	113	13	similarity	similarity	NOUN
stem-8503	113	14	and	and	CCONJ
stem-8503	113	15	vector	vector	NOUN
stem-8503	113	16	representations	representation	NOUN
stem-8503	113	17	in	in	ADP
stem-8503	113	18	morphologically	morphologically	ADV
stem-8503	113	19	rich	rich	ADJ
stem-8503	113	20	languages	language	NOUN
stem-8503	113	21	:	:	PUNCT
stem-8503	113	22	the	the	DET
stem-8503	113	23	case	case	NOUN
stem-8503	113	24	of	of	ADP
stem-8503	113	25	uzbek	uzbek	PROPN
stem-8503	113	26	,	,	PUNCT
stem-8503	113	27	”	"	PUNCT
stem-8503	113	28	computational	computational	ADJ
stem-8503	113	29	linguistics	linguistic	NOUN
stem-8503	113	30	journal	journal	NOUN
stem-8503	113	31	,	,	PUNCT
stem-8503	113	32	vol	vol	NOUN
stem-8503	113	33	.	.	PROPN
stem-8503	113	34	44	44	NUM
stem-8503	113	35	,	,	PUNCT
stem-8503	113	36	no	no	INTJ
stem-8503	113	37	.	.	NOUN
stem-8503	113	38	3	3	NUM
stem-8503	113	39	,	,	PUNCT
stem-8503	113	40	pp	pp	ADJ
stem-8503	113	41	.	.	PUNCT
stem-8503	114	1	459–487	459–487	NUM
stem-8503	114	2	,	,	PUNCT
stem-8503	114	3	2018	2018	NUM
stem-8503	114	4	.	.	PUNCT